Task 7593806
| Name | ParityModified-1631728813-26495-2_0 |
| Workunit | 5249884 |
| Created | 25 Sep 2021, 23:11:34 UTC |
| Sent | 28 Sep 2021, 5:28:34 UTC |
| Report deadline | 5 Oct 2021, 5:28:34 UTC |
| Received | 28 Sep 2021, 12:50:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 47 min 19 sec |
| CPU time | 2 hours 35 min 14 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 | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 15:08:50 main:574] : INFO : Epoch 1542 | loss: 0.0311256 | val_loss: 0.03118 | Time: 5000.51 ms [2021-09-28 15:08:54 main:574] : INFO : Epoch 1543 | loss: 0.0311235 | val_loss: 0.0311824 | Time: 4684.82 ms [2021-09-28 15:08:59 main:574] : INFO : Epoch 1544 | loss: 0.0311204 | val_loss: 0.0311867 | Time: 4824.49 ms [2021-09-28 15:09:04 main:574] : INFO : Epoch 1545 | loss: 0.0311215 | val_loss: 0.0311841 | Time: 4705.01 ms [2021-09-28 15:09:09 main:574] : INFO : Epoch 1546 | loss: 0.0311231 | val_loss: 0.0311813 | Time: 4733.59 ms [2021-09-28 15:09:14 main:574] : INFO : Epoch 1547 | loss: 0.0311186 | val_loss: 0.0311906 | Time: 5135.78 ms [2021-09-28 15:09:19 main:574] : INFO : Epoch 1548 | loss: 0.0311193 | val_loss: 0.0311933 | Time: 4914.67 ms [2021-09-28 15:09:24 main:574] : INFO : Epoch 1549 | loss: 0.0311143 | val_loss: 0.0311895 | Time: 5038.87 ms [2021-09-28 15:09:29 main:574] : INFO : Epoch 1550 | loss: 0.0311144 | val_loss: 0.0311929 | Time: 5168.54 ms [2021-09-28 15:09:34 main:574] : INFO : Epoch 1551 | loss: 0.031115 | val_loss: 0.0311911 | Time: 4867.54 ms [2021-09-28 15:09:39 main:574] : INFO : Epoch 1552 | loss: 0.031114 | val_loss: 0.0311949 | Time: 4924.63 ms [2021-09-28 15:09:44 main:574] : INFO : Epoch 1553 | loss: 0.031108 | val_loss: 0.0311904 | Time: 4789.21 ms [2021-09-28 15:09:48 main:574] : INFO : Epoch 1554 | loss: 0.0311116 | val_loss: 0.0311869 | Time: 4667.37 ms [2021-09-28 15:09:53 main:574] : INFO : Epoch 1555 | loss: 0.0311124 | val_loss: 0.0311784 | Time: 4779.18 ms [2021-09-28 15:09:58 main:574] : INFO : Epoch 1556 | loss: 0.0311131 | val_loss: 0.0311848 | Time: 4886.12 ms [2021-09-28 15:10:03 main:574] : INFO : Epoch 1557 | loss: 0.0311059 | val_loss: 0.0311917 | Time: 4930.39 ms [2021-09-28 15:10:07 main:574] : INFO : Epoch 1558 | loss: 0.0311056 | val_loss: 0.0311933 | Time: 4705.75 ms [2021-09-28 15:10:12 main:574] : INFO : Epoch 1559 | loss: 0.0311052 | val_loss: 0.0311934 | Time: 4630.02 ms [2021-09-28 15:10:17 main:574] : INFO : Epoch 1560 | loss: 0.0311049 | val_loss: 0.0311866 | Time: 4712.93 ms [2021-09-28 15:10:22 main:574] : INFO : Epoch 1561 | loss: 0.0311074 | val_loss: 0.03119 | Time: 5077.72 ms [2021-09-28 15:10:27 main:574] : INFO : Epoch 1562 | loss: 0.0311067 | val_loss: 0.0311905 | Time: 5296.1 ms [2021-09-28 15:10:33 main:574] : INFO : Epoch 1563 | loss: 0.0311009 | val_loss: 0.0311901 | Time: 5277.87 ms [2021-09-28 15:10:37 main:574] : INFO : Epoch 1564 | loss: 0.0311027 | val_loss: 0.0311936 | Time: 4927.3 ms [2021-09-28 15:10:42 main:574] : INFO : Epoch 1565 | loss: 0.0311027 | val_loss: 0.0311963 | Time: 4865.43 ms [2021-09-28 15:10:47 main:574] : INFO : Epoch 1566 | loss: 0.0311012 | val_loss: 0.0311933 | Time: 4797.99 ms [2021-09-28 15:10:52 main:574] : INFO : Epoch 1567 | loss: 0.0311044 | val_loss: 0.0311967 | Time: 4983.29 ms [2021-09-28 15:10:57 main:574] : INFO : Epoch 1568 | loss: 0.0311026 | val_loss: 0.0311945 | Time: 4728.86 ms [2021-09-28 15:11:02 main:574] : INFO : Epoch 1569 | loss: 0.0311015 | val_loss: 0.0311971 | Time: 4849.6 ms [2021-09-28 15:11:07 main:574] : INFO : Epoch 1570 | loss: 0.0311074 | val_loss: 0.0311912 | Time: 4827.05 ms [2021-09-28 15:11:11 main:574] : INFO : Epoch 1571 | loss: 0.031113 | val_loss: 0.0311913 | Time: 4678.91 ms [2021-09-28 15:11:16 main:574] : INFO : Epoch 1572 | loss: 0.0311176 | val_loss: 0.031193 | Time: 4964.79 ms [2021-09-28 15:11:21 main:574] : INFO : Epoch 1573 | loss: 0.0311087 | val_loss: 0.0311811 | Time: 4697.1 ms [2021-09-28 15:11:26 main:574] : INFO : Epoch 1574 | loss: 0.0311112 | val_loss: 0.0311927 | Time: 4988.51 ms [2021-09-28 15:11:31 main:574] : INFO : Epoch 1575 | loss: 0.0311082 | val_loss: 0.0311929 | Time: 5103.82 ms [2021-09-28 15:11:38 main:574] : INFO : Epoch 1576 | loss: 0.0311114 | val_loss: 0.0311877 | Time: 6790.19 ms [2021-09-28 15:11:44 main:574] : INFO : Epoch 1577 | loss: 0.0311153 | val_loss: 0.0311957 | Time: 6441.6 ms [2021-09-28 15:11:49 main:574] : INFO : Epoch 1578 | loss: 0.0311112 | val_loss: 0.0311951 | Time: 4817.03 ms [2021-09-28 15:11:54 main:574] : INFO : Epoch 1579 | loss: 0.0311055 | val_loss: 0.0312037 | Time: 4650.5 ms [2021-09-28 15:11:59 main:574] : INFO : Epoch 1580 | loss: 0.0311032 | val_loss: 0.0311906 | Time: 4883.31 ms [2021-09-28 15:12:03 main:574] : INFO : Epoch 1581 | loss: 0.0311061 | val_loss: 0.0311913 | Time: 4702.98 ms [2021-09-28 15:12:08 main:574] : INFO : Epoch 1582 | loss: 0.0311088 | val_loss: 0.0312024 | Time: 4951.69 ms [2021-09-28 15:12:13 main:574] : INFO : Epoch 1583 | loss: 0.0311103 | val_loss: 0.0311982 | Time: 4895.77 ms [2021-09-28 15:12:18 main:574] : INFO : Epoch 1584 | loss: 0.0311054 | val_loss: 0.0312007 | Time: 4820.14 ms [2021-09-28 15:12:23 main:574] : INFO : Epoch 1585 | loss: 0.031102 | val_loss: 0.0311956 | Time: 4871.78 ms [2021-09-28 15:12:28 main:574] : INFO : Epoch 1586 | loss: 0.0311097 | val_loss: 0.0311821 | Time: 4703.66 ms [2021-09-28 15:12:33 main:574] : INFO : Epoch 1587 | loss: 0.0311042 | val_loss: 0.0311935 | Time: 5091.67 ms [2021-09-28 15:12:38 main:574] : INFO : Epoch 1588 | loss: 0.0311032 | val_loss: 0.0311918 | Time: 4939.21 ms [2021-09-28 15:12:43 main:574] : INFO : Epoch 1589 | loss: 0.0311026 | val_loss: 0.0312068 | Time: 5080 ms [2021-09-28 15:12:48 main:574] : INFO : Epoch 1590 | loss: 0.0311111 | val_loss: 0.0311911 | Time: 5021.27 ms [2021-09-28 15:12:52 main:574] : INFO : Epoch 1591 | loss: 0.0311168 | val_loss: 0.0311988 | Time: 4739.52 ms [2021-09-28 15:12:57 main:574] : INFO : Epoch 1592 | loss: 0.0311188 | val_loss: 0.0311933 | Time: 4970.57 ms [2021-09-28 15:13:02 main:574] : INFO : Epoch 1593 | loss: 0.0311109 | val_loss: 0.031197 | Time: 4855.23 ms [2021-09-28 15:13:07 main:574] : INFO : Epoch 1594 | loss: 0.0311081 | val_loss: 0.0312018 | Time: 4826.04 ms [2021-09-28 15:13:12 main:574] : INFO : Epoch 1595 | loss: 0.0311109 | val_loss: 0.0311909 | Time: 4710.76 ms [2021-09-28 15:13:17 main:574] : INFO : Epoch 1596 | loss: 0.0311082 | val_loss: 0.0311869 | Time: 4789.53 ms [2021-09-28 15:13:22 main:574] : INFO : Epoch 1597 | loss: 0.0311108 | val_loss: 0.0312003 | Time: 4940.99 ms [2021-09-28 15:13:26 main:574] : INFO : Epoch 1598 | loss: 0.0311144 | val_loss: 0.031195 | Time: 4786.71 ms [2021-09-28 15:13:31 main:574] : INFO : Epoch 1599 | loss: 0.0311133 | val_loss: 0.0311961 | Time: 4820.83 ms [2021-09-28 15:13:36 main:574] : INFO : Epoch 1600 | loss: 0.0311232 | val_loss: 0.0311959 | Time: 4694.75 ms [2021-09-28 15:13:41 main:574] : INFO : Epoch 1601 | loss: 0.0311295 | val_loss: 0.0311957 | Time: 5028.65 ms [2021-09-28 15:13:46 main:574] : INFO : Epoch 1602 | loss: 0.0311301 | val_loss: 0.0311805 | Time: 5111.24 ms [2021-09-28 15:13:52 main:574] : INFO : Epoch 1603 | loss: 0.0311265 | val_loss: 0.0311843 | Time: 5705.86 ms [2021-09-28 15:13:57 main:574] : INFO : Epoch 1604 | loss: 0.031123 | val_loss: 0.0311876 | Time: 5449.13 ms [2021-09-28 15:14:03 main:574] : INFO : Epoch 1605 | loss: 0.0311218 | val_loss: 0.0311838 | Time: 5651.81 ms [2021-09-28 15:14:09 main:574] : INFO : Epoch 1606 | loss: 0.0311197 | val_loss: 0.0311797 | Time: 6415.53 ms [2021-09-28 15:14:15 main:574] : INFO : Epoch 1607 | loss: 0.0311152 | val_loss: 0.0311823 | Time: 5531.14 ms [2021-09-28 15:14:20 main:574] : INFO : Epoch 1608 | loss: 0.0311121 | val_loss: 0.0311887 | Time: 4765.1 ms [2021-09-28 15:14:24 main:574] : INFO : Epoch 1609 | loss: 0.0311098 | val_loss: 0.0311852 | Time: 4847.42 ms [2021-09-28 15:14:29 main:574] : INFO : Epoch 1610 | loss: 0.0311053 | val_loss: 0.0311902 | Time: 4755.17 ms [2021-09-28 15:14:34 main:574] : INFO : Epoch 1611 | loss: 0.0311074 | val_loss: 0.0311958 | Time: 5123.54 ms [2021-09-28 15:14:39 main:574] : INFO : Epoch 1612 | loss: 0.0311069 | val_loss: 0.0311992 | Time: 4741.16 ms [2021-09-28 15:14:44 main:574] : INFO : Epoch 1613 | loss: 0.0311057 | val_loss: 0.0311923 | Time: 4935.56 ms [2021-09-28 15:14:49 main:574] : INFO : Epoch 1614 | loss: 0.0311075 | val_loss: 0.0311945 | Time: 4878.47 ms [2021-09-28 15:14:54 main:574] : INFO : Epoch 1615 | loss: 0.0311066 | val_loss: 0.0311979 | Time: 4849.15 ms [2021-09-28 15:14:59 main:574] : INFO : Epoch 1616 | loss: 0.0311101 | val_loss: 0.0311919 | Time: 5640.75 ms [2021-09-28 15:15:04 main:574] : INFO : Epoch 1617 | loss: 0.0311066 | val_loss: 0.0311893 | Time: 4888.33 ms [2021-09-28 15:15:09 main:574] : INFO : Epoch 1618 | loss: 0.0311075 | val_loss: 0.0311932 | Time: 4824.69 ms [2021-09-28 15:15:14 main:574] : INFO : Epoch 1619 | loss: 0.0311058 | val_loss: 0.031196 | Time: 4835.59 ms [2021-09-28 15:15:19 main:574] : INFO : Epoch 1620 | loss: 0.0311048 | val_loss: 0.0311902 | Time: 4753.2 ms [2021-09-28 15:15:24 main:574] : INFO : Epoch 1621 | loss: 0.0311105 | val_loss: 0.0311958 | Time: 5217.84 ms [2021-09-28 15:15:29 main:574] : INFO : Epoch 1622 | loss: 0.0311065 | val_loss: 0.0311873 | Time: 4870.53 ms [2021-09-28 15:15:34 main:574] : INFO : Epoch 1623 | loss: 0.0311038 | val_loss: 0.0311893 | Time: 4696.24 ms [2021-09-28 15:15:38 main:574] : INFO : Epoch 1624 | loss: 0.0311041 | val_loss: 0.0311946 | Time: 4916.28 ms [2021-09-28 15:15:43 main:574] : INFO : Epoch 1625 | loss: 0.0311017 | val_loss: 0.0311959 | Time: 4879.91 ms [2021-09-28 15:15:48 main:574] : INFO : Epoch 1626 | loss: 0.0311069 | val_loss: 0.0311983 | Time: 5039.7 ms [2021-09-28 15:15:53 main:574] : INFO : Epoch 1627 | loss: 0.0311041 | val_loss: 0.0311939 | Time: 4977 ms [2021-09-28 15:15:58 main:574] : INFO : Epoch 1628 | loss: 0.0311012 | val_loss: 0.0312063 | Time: 4779.61 ms [2021-09-28 15:16:03 main:574] : INFO : Epoch 1629 | loss: 0.0311005 | val_loss: 0.0312038 | Time: 5332.05 ms [2021-09-28 15:16:09 main:574] : INFO : Epoch 1630 | loss: 0.0311093 | val_loss: 0.0311978 | Time: 5034.84 ms [2021-09-28 15:16:13 main:574] : INFO : Epoch 1631 | loss: 0.0311057 | val_loss: 0.0311954 | Time: 4975.59 ms [2021-09-28 15:16:18 main:574] : INFO : Epoch 1632 | loss: 0.0311119 | val_loss: 0.0311916 | Time: 4812.32 ms [2021-09-28 15:16:23 main:574] : INFO : Epoch 1633 | loss: 0.0311105 | val_loss: 0.0311875 | Time: 4911.9 ms [2021-09-28 15:16:28 main:574] : INFO : Epoch 1634 | loss: 0.031106 | val_loss: 0.0311952 | Time: 4746.93 ms [2021-09-28 15:16:33 main:574] : INFO : Epoch 1635 | loss: 0.0311033 | val_loss: 0.0311998 | Time: 4926.35 ms [2021-09-28 15:16:38 main:574] : INFO : Epoch 1636 | loss: 0.0311005 | val_loss: 0.0311952 | Time: 4934.15 ms [2021-09-28 15:16:43 main:574] : INFO : Epoch 1637 | loss: 0.0310956 | val_loss: 0.0311959 | Time: 4775.5 ms [2021-09-28 15:16:47 main:574] : INFO : Epoch 1638 | loss: 0.0310971 | val_loss: 0.0311957 | Time: 4765 ms [2021-09-28 15:16:52 main:574] : INFO : Epoch 1639 | loss: 0.0311054 | val_loss: 0.0311948 | Time: 4728.25 ms [2021-09-28 15:16:57 main:574] : INFO : Epoch 1640 | loss: 0.0311053 | val_loss: 0.0311851 | Time: 4889.61 ms [2021-09-28 15:17:02 main:574] : INFO : Epoch 1641 | loss: 0.0311078 | val_loss: 0.0311858 | Time: 5312.58 ms [2021-09-28 15:17:08 main:574] : INFO : Epoch 1642 | loss: 0.0311052 | val_loss: 0.031194 | Time: 5439.03 ms [2021-09-28 15:17:13 main:574] : INFO : Epoch 1643 | loss: 0.0311037 | val_loss: 0.0312026 | Time: 5090.97 ms [2021-09-28 15:17:18 main:574] : INFO : Epoch 1644 | loss: 0.0311077 | val_loss: 0.0311917 | Time: 4914.09 ms [2021-09-28 15:17:23 main:574] : INFO : Epoch 1645 | loss: 0.0311082 | val_loss: 0.0311963 | Time: 4842.78 ms [2021-09-28 15:17:28 main:574] : INFO : Epoch 1646 | loss: 0.0311037 | val_loss: 0.0311957 | Time: 4998.62 ms [2021-09-28 15:17:32 main:574] : INFO : Epoch 1647 | loss: 0.0311128 | val_loss: 0.0312054 | Time: 4783.61 ms [2021-09-28 15:17:37 main:574] : INFO : Epoch 1648 | loss: 0.0311103 | val_loss: 0.0311867 | Time: 4756.87 ms [2021-09-28 15:17:42 main:574] : INFO : Epoch 1649 | loss: 0.0311055 | val_loss: 0.031197 | Time: 4939.77 ms [2021-09-28 15:17:47 main:574] : INFO : Epoch 1650 | loss: 0.0311103 | val_loss: 0.0311881 | Time: 4819.6 ms [2021-09-28 15:17:52 main:574] : INFO : Epoch 1651 | loss: 0.0311145 | val_loss: 0.0311946 | Time: 4968.96 ms [2021-09-28 15:17:57 main:574] : INFO : Epoch 1652 | loss: 0.0311108 | val_loss: 0.0312035 | Time: 4797.83 ms [2021-09-28 15:18:02 main:574] : INFO : Epoch 1653 | loss: 0.0311116 | val_loss: 0.0311831 | Time: 5073.97 ms [2021-09-28 15:18:07 main:574] : INFO : Epoch 1654 | loss: 0.0311108 | val_loss: 0.0311996 | Time: 4970.16 ms [2021-09-28 15:18:11 main:574] : INFO : Epoch 1655 | loss: 0.031106 | val_loss: 0.0312046 | Time: 4418.52 ms [2021-09-28 15:18:17 main:574] : INFO : Epoch 1656 | loss: 0.0311084 | val_loss: 0.0311973 | Time: 6176.87 ms [2021-09-28 15:18:22 main:574] : INFO : Epoch 1657 | loss: 0.031107 | val_loss: 0.0311976 | Time: 4897.99 ms [2021-09-28 15:18:27 main:574] : INFO : Epoch 1658 | loss: 0.0311018 | val_loss: 0.0311958 | Time: 4692.08 ms [2021-09-28 15:18:32 main:574] : INFO : Epoch 1659 | loss: 0.0310986 | val_loss: 0.0312144 | Time: 4851.87 ms [2021-09-28 15:18:37 main:574] : INFO : Epoch 1660 | loss: 0.0311006 | val_loss: 0.031194 | Time: 4705.7 ms [2021-09-28 15:18:42 main:574] : INFO : Epoch 1661 | loss: 0.0311152 | val_loss: 0.0311933 | Time: 5110.42 ms [2021-09-28 15:18:46 main:574] : INFO : Epoch 1662 | loss: 0.0311098 | val_loss: 0.0312051 | Time: 4708.78 ms [2021-09-28 15:18:51 main:574] : INFO : Epoch 1663 | loss: 0.0311153 | val_loss: 0.0311858 | Time: 4779.05 ms [2021-09-28 15:18:56 main:574] : INFO : Epoch 1664 | loss: 0.0311102 | val_loss: 0.0311934 | Time: 4691.15 ms [2021-09-28 15:19:01 main:574] : INFO : Epoch 1665 | loss: 0.0311046 | val_loss: 0.0311898 | Time: 4864.23 ms [2021-09-28 15:19:06 main:574] : INFO : Epoch 1666 | loss: 0.0311 | val_loss: 0.0312004 | Time: 5061.09 ms [2021-09-28 15:19:11 main:574] : INFO : Epoch 1667 | loss: 0.0311141 | val_loss: 0.0312006 | Time: 4981.48 ms [2021-09-28 15:19:16 main:574] : INFO : Epoch 1668 | loss: 0.0311123 | val_loss: 0.0311932 | Time: 4959.81 ms [2021-09-28 15:19:21 main:574] : INFO : Epoch 1669 | loss: 0.0311098 | val_loss: 0.0311906 | Time: 5092.3 ms [2021-09-28 15:19:26 main:574] : INFO : Epoch 1670 | loss: 0.031109 | val_loss: 0.0311838 | Time: 5024.82 ms [2021-09-28 15:19:31 main:574] : INFO : Epoch 1671 | loss: 0.0311213 | val_loss: 0.0311922 | Time: 4962.02 ms [2021-09-28 15:19:36 main:574] : INFO : Epoch 1672 | loss: 0.0311154 | val_loss: 0.0311933 | Time: 4807.8 ms [2021-09-28 15:19:40 main:574] : INFO : Epoch 1673 | loss: 0.0311073 | val_loss: 0.0311931 | Time: 4792.24 ms [2021-09-28 15:19:45 main:574] : INFO : Epoch 1674 | loss: 0.0311025 | val_loss: 0.031205 | Time: 4739.88 ms [2021-09-28 15:19:50 main:574] : INFO : Epoch 1675 | loss: 0.031102 | val_loss: 0.0311992 | Time: 4683.43 ms [2021-09-28 15:19:55 main:574] : INFO : Epoch 1676 | loss: 0.0311 | val_loss: 0.0311974 | Time: 4896.35 ms [2021-09-28 15:20:00 main:574] : INFO : Epoch 1677 | loss: 0.0311032 | val_loss: 0.0311999 | Time: 4851.99 ms [2021-09-28 15:20:04 main:574] : INFO : Epoch 1678 | loss: 0.0310991 | val_loss: 0.031195 | Time: 4746.36 ms [2021-09-28 15:20:09 main:574] : INFO : Epoch 1679 | loss: 0.0311009 | val_loss: 0.0311932 | Time: 4727.03 ms [2021-09-28 15:20:14 main:574] : INFO : Epoch 1680 | loss: 0.0311003 | val_loss: 0.0311913 | Time: 4817.5 ms [2021-09-28 15:20:19 main:574] : INFO : Epoch 1681 | loss: 0.031102 | val_loss: 0.0311946 | Time: 5460.2 ms [2021-09-28 15:20:24 main:574] : INFO : Epoch 1682 | loss: 0.0311134 | val_loss: 0.0311958 | Time: 4757.66 ms [2021-09-28 15:20:29 main:574] : INFO : Epoch 1683 | loss: 0.0311006 | val_loss: 0.0312034 | Time: 5124.69 ms [2021-09-28 15:20:34 main:574] : INFO : Epoch 1684 | loss: 0.0310978 | val_loss: 0.0312053 | Time: 4917.3 ms [2021-09-28 15:20:39 main:574] : INFO : Epoch 1685 | loss: 0.0310961 | val_loss: 0.0312126 | Time: 4674.94 ms [2021-09-28 15:20:44 main:574] : INFO : Epoch 1686 | loss: 0.0311002 | val_loss: 0.0312091 | Time: 5209.18 ms [2021-09-28 15:20:49 main:574] : INFO : Epoch 1687 | loss: 0.0311177 | val_loss: 0.0311964 | Time: 4731.28 ms [2021-09-28 15:20:54 main:574] : INFO : Epoch 1688 | loss: 0.0311146 | val_loss: 0.0311953 | Time: 4883.04 ms [2021-09-28 15:20:59 main:574] : INFO : Epoch 1689 | loss: 0.0311143 | val_loss: 0.0311924 | Time: 4856.46 ms [2021-09-28 15:21:03 main:574] : INFO : Epoch 1690 | loss: 0.0311114 | val_loss: 0.0312053 | Time: 4816.26 ms [2021-09-28 15:21:09 main:574] : INFO : Epoch 1691 | loss: 0.0311147 | val_loss: 0.0311961 | Time: 5118.64 ms [2021-09-28 15:21:13 main:574] : INFO : Epoch 1692 | loss: 0.0311077 | val_loss: 0.0311915 | Time: 4754.2 ms [2021-09-28 15:21:18 main:574] : INFO : Epoch 1693 | loss: 0.031107 | val_loss: 0.0311911 | Time: 4840.84 ms [2021-09-28 15:21:23 main:574] : INFO : Epoch 1694 | loss: 0.0311188 | val_loss: 0.0312087 | Time: 4888.67 ms [2021-09-28 15:21:28 main:574] : INFO : Epoch 1695 | loss: 0.0311142 | val_loss: 0.031183 | Time: 4821.62 ms [2021-09-28 15:21:33 main:574] : INFO : Epoch 1696 | loss: 0.0311144 | val_loss: 0.0312054 | Time: 5251.08 ms [2021-09-28 15:21:38 main:574] : INFO : Epoch 1697 | loss: 0.0311115 | val_loss: 0.0311983 | Time: 5028.7 ms [2021-09-28 15:21:43 main:574] : INFO : Epoch 1698 | loss: 0.0311165 | val_loss: 0.0311921 | Time: 4920.72 ms [2021-09-28 15:21:48 main:574] : INFO : Epoch 1699 | loss: 0.0311111 | val_loss: 0.0311973 | Time: 4692.03 ms [2021-09-28 15:21:53 main:574] : INFO : Epoch 1700 | loss: 0.0311037 | val_loss: 0.031203 | Time: 4820.45 ms [2021-09-28 15:21:58 main:574] : INFO : Epoch 1701 | loss: 0.0311029 | val_loss: 0.0312034 | Time: 5024.23 ms [2021-09-28 15:22:03 main:574] : INFO : Epoch 1702 | loss: 0.0311005 | val_loss: 0.0312112 | Time: 4872.76 ms [2021-09-28 15:22:07 main:574] : INFO : Epoch 1703 | loss: 0.0310968 | val_loss: 0.0311939 | Time: 4719.79 ms [2021-09-28 15:22:12 main:574] : INFO : Epoch 1704 | loss: 0.0310959 | val_loss: 0.0312114 | Time: 4669.98 ms [2021-09-28 15:22:17 main:574] : INFO : Epoch 1705 | loss: 0.0310991 | val_loss: 0.0312112 | Time: 4859.82 ms [2021-09-28 15:22:22 main:574] : INFO : Epoch 1706 | loss: 0.0310961 | val_loss: 0.0312148 | Time: 4934.74 ms [2021-09-28 15:22:27 main:574] : INFO : Epoch 1707 | loss: 0.0310986 | val_loss: 0.0311922 | Time: 4909.67 ms [2021-09-28 15:22:31 main:574] : INFO : Epoch 1708 | loss: 0.0311034 | val_loss: 0.0311987 | Time: 4772.11 ms [2021-09-28 15:22:36 main:574] : INFO : Epoch 1709 | loss: 0.0311031 | val_loss: 0.0312013 | Time: 4693.11 ms [2021-09-28 15:22:41 main:574] : INFO : Epoch 1710 | loss: 0.0311018 | val_loss: 0.0312072 | Time: 5389.96 ms [2021-09-28 15:22:47 main:574] : INFO : Epoch 1711 | loss: 0.0311003 | val_loss: 0.0312157 | Time: 4995.01 ms [2021-09-28 15:22:51 main:574] : INFO : Epoch 1712 | loss: 0.0310978 | val_loss: 0.031205 | Time: 4587.65 ms [2021-09-28 15:22:56 main:574] : INFO : Epoch 1713 | loss: 0.0310955 | val_loss: 0.0311993 | Time: 4698.08 ms [2021-09-28 15:23:01 main:574] : INFO : Epoch 1714 | loss: 0.0310948 | val_loss: 0.0312085 | Time: 4870.43 ms [2021-09-28 15:23:06 main:574] : INFO : Epoch 1715 | loss: 0.0310953 | val_loss: 0.0311953 | Time: 4951.74 ms [2021-09-28 15:23:11 main:574] : INFO : Epoch 1716 | loss: 0.0311068 | val_loss: 0.0311934 | Time: 4954.07 ms [2021-09-28 15:23:15 main:574] : INFO : Epoch 1717 | loss: 0.0311027 | val_loss: 0.0311988 | Time: 4773.42 ms [2021-09-28 15:23:20 main:574] : INFO : Epoch 1718 | loss: 0.0311023 | val_loss: 0.0312041 | Time: 4784.63 ms [2021-09-28 15:23:25 main:574] : INFO : Epoch 1719 | loss: 0.0311028 | val_loss: 0.0311981 | Time: 4799.75 ms [2021-09-28 15:23:30 main:574] : INFO : Epoch 1720 | loss: 0.0311 | val_loss: 0.0312078 | Time: 4834.95 ms [2021-09-28 15:23:35 main:574] : INFO : Epoch 1721 | loss: 0.0311008 | val_loss: 0.0312016 | Time: 5252.7 ms [2021-09-28 15:23:40 main:574] : INFO : Epoch 1722 | loss: 0.0310983 | val_loss: 0.0311955 | Time: 4831.61 ms [2021-09-28 15:23:45 main:574] : INFO : Epoch 1723 | loss: 0.0310988 | val_loss: 0.0312042 | Time: 5250.86 ms [2021-09-28 15:23:50 main:574] : INFO : Epoch 1724 | loss: 0.0310945 | val_loss: 0.0312074 | Time: 5026.01 ms [2021-09-28 15:23:55 main:574] : INFO : Epoch 1725 | loss: 0.0310964 | val_loss: 0.0311963 | Time: 4991.88 ms [2021-09-28 15:24:00 main:574] : INFO : Epoch 1726 | loss: 0.0310941 | val_loss: 0.031198 | Time: 4992.04 ms [2021-09-28 15:24:05 main:574] : INFO : Epoch 1727 | loss: 0.0311006 | val_loss: 0.0311931 | Time: 4767.17 ms [2021-09-28 15:24:10 main:574] : INFO : Epoch 1728 | loss: 0.0311008 | val_loss: 0.0312136 | Time: 4679.89 ms [2021-09-28 15:24:15 main:574] : INFO : Epoch 1729 | loss: 0.0310997 | val_loss: 0.0312025 | Time: 4973.12 ms [2021-09-28 15:24:20 main:574] : INFO : Epoch 1730 | loss: 0.0310997 | val_loss: 0.031187 | Time: 4965.58 ms [2021-09-28 15:24:24 main:574] : INFO : Epoch 1731 | loss: 0.0311032 | val_loss: 0.0311905 | Time: 4762.55 ms [2021-09-28 15:24:29 main:574] : INFO : Epoch 1732 | loss: 0.0311065 | val_loss: 0.0311929 | Time: 4889.45 ms [2021-09-28 15:24:34 main:574] : INFO : Epoch 1733 | loss: 0.0311093 | val_loss: 0.0311829 | Time: 4688.37 ms [2021-09-28 15:24:39 main:574] : INFO : Epoch 1734 | loss: 0.0311016 | val_loss: 0.0311976 | Time: 4824.09 ms [2021-09-28 15:24:44 main:574] : INFO : Epoch 1735 | loss: 0.0311041 | val_loss: 0.031194 | Time: 5141.05 ms [2021-09-28 15:24:49 main:574] : INFO : Epoch 1736 | loss: 0.0311098 | val_loss: 0.0311947 | Time: 4848.77 ms [2021-09-28 15:24:54 main:574] : INFO : Epoch 1737 | loss: 0.0311087 | val_loss: 0.031188 | Time: 5172.82 ms [2021-09-28 15:24:59 main:574] : INFO : Epoch 1738 | loss: 0.0311066 | val_loss: 0.0311986 | Time: 4780.15 ms [2021-09-28 15:25:04 main:574] : INFO : Epoch 1739 | loss: 0.0311069 | val_loss: 0.0312021 | Time: 4825.14 ms [2021-09-28 15:25:09 main:574] : INFO : Epoch 1740 | loss: 0.0311088 | val_loss: 0.0311977 | Time: 5150.45 ms [2021-09-28 15:25:14 main:574] : INFO : Epoch 1741 | loss: 0.0311206 | val_loss: 0.0311839 | Time: 4976.41 ms [2021-09-28 15:25:18 main:574] : INFO : Epoch 1742 | loss: 0.0311288 | val_loss: 0.0311838 | Time: 4622.44 ms [2021-09-28 15:25:23 main:574] : INFO : Epoch 1743 | loss: 0.0311159 | val_loss: 0.0311901 | Time: 4895.99 ms [2021-09-28 15:25:28 main:574] : INFO : Epoch 1744 | loss: 0.0311129 | val_loss: 0.0311926 | Time: 4702.85 ms [2021-09-28 15:25:33 main:574] : INFO : Epoch 1745 | loss: 0.0311062 | val_loss: 0.0311867 | Time: 4931.29 ms [2021-09-28 15:25:38 main:574] : INFO : Epoch 1746 | loss: 0.0311079 | val_loss: 0.0311859 | Time: 4864.06 ms [2021-09-28 15:25:42 main:574] : INFO : Epoch 1747 | loss: 0.031111 | val_loss: 0.0311958 | Time: 4686.94 ms [2021-09-28 15:25:47 main:574] : INFO : Epoch 1748 | loss: 0.0311134 | val_loss: 0.0311976 | Time: 4968.65 ms [2021-09-28 15:25:52 main:574] : INFO : Epoch 1749 | loss: 0.0311067 | val_loss: 0.0311906 | Time: 4802.29 ms [2021-09-28 15:25:58 main:574] : INFO : Epoch 1750 | loss: 0.0311075 | val_loss: 0.0312004 | Time: 5441.44 ms [2021-09-28 15:26:03 main:574] : INFO : Epoch 1751 | loss: 0.0311063 | val_loss: 0.0311845 | Time: 5036.98 ms [2021-09-28 15:26:08 main:574] : INFO : Epoch 1752 | loss: 0.0311061 | val_loss: 0.0311872 | Time: 4881.56 ms [2021-09-28 15:26:12 main:574] : INFO : Epoch 1753 | loss: 0.0311071 | val_loss: 0.0311935 | Time: 4810.57 ms [2021-09-28 15:26:17 main:574] : INFO : Epoch 1754 | loss: 0.0311016 | val_loss: 0.0312012 | Time: 4796.48 ms [2021-09-28 15:26:22 main:574] : INFO : Epoch 1755 | loss: 0.0310995 | val_loss: 0.0311953 | Time: 5013.5 ms [2021-09-28 15:26:27 main:574] : INFO : Epoch 1756 | loss: 0.0311049 | val_loss: 0.0311888 | Time: 4801.24 ms [2021-09-28 15:26:32 main:574] : INFO : Epoch 1757 | loss: 0.0310999 | val_loss: 0.0312001 | Time: 4709.7 ms [2021-09-28 15:26:36 main:574] : INFO : Epoch 1758 | loss: 0.0311039 | val_loss: 0.0311921 | Time: 4659.82 ms [2021-09-28 15:26:41 main:574] : INFO : Epoch 1759 | loss: 0.0311007 | val_loss: 0.0311979 | Time: 4824.39 ms [2021-09-28 15:26:46 main:574] : INFO : Epoch 1760 | loss: 0.0310973 | val_loss: 0.0311933 | Time: 4903.58 ms [2021-09-28 15:26:51 main:574] : INFO : Epoch 1761 | loss: 0.0311081 | val_loss: 0.0311785 | Time: 4811.3 ms [2021-09-28 15:26:56 main:574] : INFO : Epoch 1762 | loss: 0.0311439 | val_loss: 0.0311836 | Time: 4899.71 ms [2021-09-28 15:27:01 main:574] : INFO : Epoch 1763 | loss: 0.0311358 | val_loss: 0.0311807 | Time: 4802.35 ms [2021-09-28 15:27:06 main:574] : INFO : Epoch 1764 | loss: 0.0311319 | val_loss: 0.0311786 | Time: 5071.67 ms [2021-09-28 15:27:11 main:574] : INFO : Epoch 1765 | loss: 0.0311292 | val_loss: 0.0311792 | Time: 5359.36 ms [2021-09-28 15:27:16 main:574] : INFO : Epoch 1766 | loss: 0.0311255 | val_loss: 0.0311878 | Time: 4729.28 ms [2021-09-28 15:27:21 main:574] : INFO : Epoch 1767 | loss: 0.0311201 | val_loss: 0.0311923 | Time: 4749.97 ms [2021-09-28 15:27:25 main:574] : INFO : Epoch 1768 | loss: 0.0311239 | val_loss: 0.0311801 | Time: 4825.4 ms [2021-09-28 15:27:30 main:574] : INFO : Epoch 1769 | loss: 0.031126 | val_loss: 0.0311836 | Time: 4796.99 ms [2021-09-28 15:27:35 main:574] : INFO : Epoch 1770 | loss: 0.0311227 | val_loss: 0.0311894 | Time: 4747.55 ms [2021-09-28 15:27:40 main:574] : INFO : Epoch 1771 | loss: 0.0311163 | val_loss: 0.0311877 | Time: 4876.11 ms [2021-09-28 15:27:44 main:574] : INFO : Epoch 1772 | loss: 0.0311169 | val_loss: 0.0311852 | Time: 4611.55 ms [2021-09-28 15:27:49 main:574] : INFO : Epoch 1773 | loss: 0.0311182 | val_loss: 0.0311883 | Time: 4920.45 ms [2021-09-28 15:27:54 main:574] : INFO : Epoch 1774 | loss: 0.0311209 | val_loss: 0.0311908 | Time: 4772.78 ms [2021-09-28 15:27:59 main:574] : INFO : Epoch 1775 | loss: 0.0311137 | val_loss: 0.0312003 | Time: 5143.31 ms [2021-09-28 15:28:04 main:574] : INFO : Epoch 1776 | loss: 0.0311097 | val_loss: 0.031183 | Time: 4852.35 ms [2021-09-28 15:28:09 main:574] : INFO : Epoch 1777 | loss: 0.0311102 | val_loss: 0.0311874 | Time: 5121.13 ms [2021-09-28 15:28:14 main:574] : INFO : Epoch 1778 | loss: 0.0311088 | val_loss: 0.0311973 | Time: 5167.73 ms [2021-09-28 15:28:19 main:574] : INFO : Epoch 1779 | loss: 0.0311151 | val_loss: 0.0311799 | Time: 4738.6 ms [2021-09-28 15:28:24 main:574] : INFO : Epoch 1780 | loss: 0.0311146 | val_loss: 0.0311884 | Time: 5059.21 ms [2021-09-28 15:28:29 main:574] : INFO : Epoch 1781 | loss: 0.0311077 | val_loss: 0.0311955 | Time: 4741.52 ms [2021-09-28 15:28:34 main:574] : INFO : Epoch 1782 | loss: 0.0311071 | val_loss: 0.0311897 | Time: 4786.54 ms [2021-09-28 15:28:39 main:574] : INFO : Epoch 1783 | loss: 0.0311052 | val_loss: 0.0311917 | Time: 4755.6 ms [2021-09-28 15:28:43 main:574] : INFO : Epoch 1784 | loss: 0.0311178 | val_loss: 0.031195 | Time: 4820.23 ms [2021-09-28 15:28:48 main:574] : INFO : Epoch 1785 | loss: 0.0311158 | val_loss: 0.0312026 | Time: 4931.8 ms [2021-09-28 15:28:53 main:574] : INFO : Epoch 1786 | loss: 0.031113 | val_loss: 0.0311876 | Time: 4781.22 ms [2021-09-28 15:28:58 main:574] : INFO : Epoch 1787 | loss: 0.0311091 | val_loss: 0.0311911 | Time: 4512.86 ms [2021-09-28 15:29:03 main:574] : INFO : Epoch 1788 | loss: 0.0311068 | val_loss: 0.0311876 | Time: 5094.93 ms [2021-09-28 15:29:08 main:574] : INFO : Epoch 1789 | loss: 0.0311067 | val_loss: 0.031193 | Time: 4899.34 ms [2021-09-28 15:29:13 main:574] : INFO : Epoch 1790 | loss: 0.031102 | val_loss: 0.0311969 | Time: 5056.8 ms [2021-09-28 15:29:18 main:574] : INFO : Epoch 1791 | loss: 0.0311013 | val_loss: 0.0312022 | Time: 5290.89 ms [2021-09-28 15:29:23 main:574] : INFO : Epoch 1792 | loss: 0.031098 | val_loss: 0.0312002 | Time: 4885.72 ms [2021-09-28 15:29:28 main:574] : INFO : Epoch 1793 | loss: 0.0310995 | val_loss: 0.031193 | Time: 4819.39 ms [2021-09-28 15:29:33 main:574] : INFO : Epoch 1794 | loss: 0.0310992 | val_loss: 0.0312028 | Time: 4894.29 ms [2021-09-28 15:29:38 main:574] : INFO : Epoch 1795 | loss: 0.0311008 | val_loss: 0.0311885 | Time: 4979.03 ms [2021-09-28 15:29:42 main:574] : INFO : Epoch 1796 | loss: 0.0311064 | val_loss: 0.0311957 | Time: 4876.43 ms [2021-09-28 15:29:47 main:574] : INFO : Epoch 1797 | loss: 0.0311021 | val_loss: 0.0312018 | Time: 4736.5 ms [2021-09-28 15:29:52 main:574] : INFO : Epoch 1798 | loss: 0.0311041 | val_loss: 0.031193 | Time: 5004.87 ms [2021-09-28 15:29:57 main:574] : INFO : Epoch 1799 | loss: 0.0311133 | val_loss: 0.0311967 | Time: 4764.67 ms [2021-09-28 15:30:02 main:574] : INFO : Epoch 1800 | loss: 0.031104 | val_loss: 0.0311965 | Time: 5195.85 ms [2021-09-28 15:30:07 main:574] : INFO : Epoch 1801 | loss: 0.0311067 | val_loss: 0.0311969 | Time: 4972.44 ms [2021-09-28 15:30:12 main:574] : INFO : Epoch 1802 | loss: 0.03111 | val_loss: 0.0311955 | Time: 4959.64 ms [2021-09-28 15:30:17 main:574] : INFO : Epoch 1803 | loss: 0.0311042 | val_loss: 0.0311974 | Time: 4951.74 ms [2021-09-28 15:30:22 main:574] : INFO : Epoch 1804 | loss: 0.0311065 | val_loss: 0.0311994 | Time: 5100.09 ms [2021-09-28 15:30:27 main:574] : INFO : Epoch 1805 | loss: 0.031108 | val_loss: 0.0311975 | Time: 5249.92 ms [2021-09-28 15:30:32 main:574] : INFO : Epoch 1806 | loss: 0.0311073 | val_loss: 0.0311971 | Time: 5017.12 ms [2021-09-28 15:30:37 main:574] : INFO : Epoch 1807 | loss: 0.0311121 | val_loss: 0.0311872 | Time: 4754.83 ms [2021-09-28 15:30:42 main:574] : INFO : Epoch 1808 | loss: 0.0311065 | val_loss: 0.0311952 | Time: 4804.65 ms [2021-09-28 15:30:47 main:574] : INFO : Epoch 1809 | loss: 0.0311009 | val_loss: 0.0312125 | Time: 4945.49 ms [2021-09-28 15:30:52 main:574] : INFO : Epoch 1810 | loss: 0.0311037 | val_loss: 0.0311978 | Time: 5069.49 ms [2021-09-28 15:30:57 main:574] : INFO : Epoch 1811 | loss: 0.0311054 | val_loss: 0.0312024 | Time: 4868.47 ms [2021-09-28 15:31:02 main:574] : INFO : Epoch 1812 | loss: 0.0311061 | val_loss: 0.0311911 | Time: 4729.22 ms [2021-09-28 15:31:07 main:574] : INFO : Epoch 1813 | loss: 0.0311101 | val_loss: 0.0311929 | Time: 4895.94 ms [2021-09-28 15:31:11 main:574] : INFO : Epoch 1814 | loss: 0.0311085 | val_loss: 0.0311968 | Time: 4732.96 ms [2021-09-28 15:31:16 main:574] : INFO : Epoch 1815 | loss: 0.0311021 | val_loss: 0.0311946 | Time: 4899.9 ms [2021-09-28 15:31:21 main:574] : INFO : Epoch 1816 | loss: 0.0311015 | val_loss: 0.031193 | Time: 5061.3 ms [2021-09-28 15:31:26 main:574] : INFO : Epoch 1817 | loss: 0.0311084 | val_loss: 0.0312043 | Time: 4718.12 ms [2021-09-28 15:31:31 main:574] : INFO : Epoch 1818 | loss: 0.0311149 | val_loss: 0.0311877 | Time: 5309.2 ms [2021-09-28 15:31:36 main:574] : INFO : Epoch 1819 | loss: 0.0311424 | val_loss: 0.0311706 | Time: 4834.87 ms [2021-09-28 15:31:41 main:574] : INFO : Epoch 1820 | loss: 0.0311439 | val_loss: 0.0311746 | Time: 5097.3 ms [2021-09-28 15:31:46 main:574] : INFO : Epoch 1821 | loss: 0.0311318 | val_loss: 0.0311797 | Time: 4827 ms [2021-09-28 15:31:51 main:574] : INFO : Epoch 1822 | loss: 0.0311232 | val_loss: 0.031182 | Time: 4791.04 ms [2021-09-28 15:31:56 main:574] : INFO : Epoch 1823 | loss: 0.0311179 | val_loss: 0.0311879 | Time: 4764.24 ms [2021-09-28 15:32:00 main:574] : INFO : Epoch 1824 | loss: 0.0311129 | val_loss: 0.0311954 | Time: 4824.42 ms [2021-09-28 15:32:06 main:574] : INFO : Epoch 1825 | loss: 0.0311071 | val_loss: 0.0311939 | Time: 5079.91 ms [2021-09-28 15:32:10 main:574] : INFO : Epoch 1826 | loss: 0.0311107 | val_loss: 0.0311958 | Time: 4801.51 ms [2021-09-28 15:32:15 main:574] : INFO : Epoch 1827 | loss: 0.0311113 | val_loss: 0.03119 | Time: 4756.5 ms [2021-09-28 15:32:20 main:574] : INFO : Epoch 1828 | loss: 0.0311173 | val_loss: 0.0311861 | Time: 4778.79 ms [2021-09-28 15:32:25 main:574] : INFO : Epoch 1829 | loss: 0.031113 | val_loss: 0.0311939 | Time: 4771.5 ms [2021-09-28 15:32:30 main:574] : INFO : Epoch 1830 | loss: 0.0311092 | val_loss: 0.0311927 | Time: 4926.05 ms [2021-09-28 15:32:35 main:574] : INFO : Epoch 1831 | loss: 0.0311053 | val_loss: 0.0312049 | Time: 5056.46 ms [2021-09-28 15:32:40 main:574] : INFO : Epoch 1832 | loss: 0.0311018 | val_loss: 0.0311984 | Time: 5237.25 ms [2021-09-28 15:32:45 main:574] : INFO : Epoch 1833 | loss: 0.0311025 | val_loss: 0.0311934 | Time: 4806.69 ms [2021-09-28 15:32:49 main:574] : INFO : Epoch 1834 | loss: 0.0311039 | val_loss: 0.0311962 | Time: 4737.41 ms [2021-09-28 15:32:54 main:574] : INFO : Epoch 1835 | loss: 0.0311038 | val_loss: 0.0311941 | Time: 4939.08 ms [2021-09-28 15:32:59 main:574] : INFO : Epoch 1836 | loss: 0.031115 | val_loss: 0.0311904 | Time: 4853.43 ms [2021-09-28 15:33:04 main:574] : INFO : Epoch 1837 | loss: 0.0311211 | val_loss: 0.0311913 | Time: 4765.63 ms [2021-09-28 15:33:09 main:574] : INFO : Epoch 1838 | loss: 0.0311182 | val_loss: 0.0311904 | Time: 4801.04 ms [2021-09-28 15:33:14 main:574] : INFO : Epoch 1839 | loss: 0.0311208 | val_loss: 0.0311953 | Time: 4850.31 ms [2021-09-28 15:33:19 main:574] : INFO : Epoch 1840 | loss: 0.0311158 | val_loss: 0.0311921 | Time: 4889.37 ms [2021-09-28 15:33:23 main:574] : INFO : Epoch 1841 | loss: 0.0311235 | val_loss: 0.0311833 | Time: 4761.17 ms [2021-09-28 15:33:28 main:574] : INFO : Epoch 1842 | loss: 0.0311238 | val_loss: 0.0311782 | Time: 4764.22 ms [2021-09-28 15:33:33 main:574] : INFO : Epoch 1843 | loss: 0.0311149 | val_loss: 0.0311828 | Time: 5054.73 ms [2021-09-28 15:33:38 main:574] : INFO : Epoch 1844 | loss: 0.0311124 | val_loss: 0.0311959 | Time: 4741.89 ms [2021-09-28 15:33:44 main:574] : INFO : Epoch 1845 | loss: 0.0311123 | val_loss: 0.0311889 | Time: 6269.96 ms [2021-09-28 15:33:49 main:574] : INFO : Epoch 1846 | loss: 0.0311096 | val_loss: 0.0311875 | Time: 4964.01 ms [2021-09-28 15:33:54 main:574] : INFO : Epoch 1847 | loss: 0.0311096 | val_loss: 0.0312031 | Time: 4749.73 ms [2021-09-28 15:33:59 main:574] : INFO : Epoch 1848 | loss: 0.0311078 | val_loss: 0.0311995 | Time: 4716.71 ms [2021-09-28 15:34:03 main:574] : INFO : Epoch 1849 | loss: 0.031106 | val_loss: 0.0312035 | Time: 4709.42 ms [2021-09-28 15:34:08 main:574] : INFO : Epoch 1850 | loss: 0.0311081 | val_loss: 0.031192 | Time: 5058.04 ms [2021-09-28 15:34:13 main:574] : INFO : Epoch 1851 | loss: 0.0311051 | val_loss: 0.0311897 | Time: 4902.33 ms [2021-09-28 15:34:18 main:574] : INFO : Epoch 1852 | loss: 0.0311252 | val_loss: 0.0311817 | Time: 4659.95 ms [2021-09-28 15:34:23 main:574] : INFO : Epoch 1853 | loss: 0.0311563 | val_loss: 0.0311769 | Time: 4678.05 ms [2021-09-28 15:34:28 main:574] : INFO : Epoch 1854 | loss: 0.0311464 | val_loss: 0.0311788 | Time: 4856.67 ms [2021-09-28 15:34:32 main:574] : INFO : Epoch 1855 | loss: 0.0311418 | val_loss: 0.0311861 | Time: 4940.13 ms [2021-09-28 15:34:37 main:574] : INFO : Epoch 1856 | loss: 0.031154 | val_loss: 0.0311765 | Time: 4808.03 ms [2021-09-28 15:34:42 main:574] : INFO : Epoch 1857 | loss: 0.0311474 | val_loss: 0.0311756 | Time: 4811.31 ms [2021-09-28 15:34:47 main:574] : INFO : Epoch 1858 | loss: 0.0311418 | val_loss: 0.0311788 | Time: 4937.65 ms [2021-09-28 15:34:52 main:574] : INFO : Epoch 1859 | loss: 0.0311407 | val_loss: 0.0311857 | Time: 5129.56 ms [2021-09-28 15:34:57 main:574] : INFO : Epoch 1860 | loss: 0.0311372 | val_loss: 0.0311788 | Time: 5202.42 ms [2021-09-28 15:35:02 main:574] : INFO : Epoch 1861 | loss: 0.0311349 | val_loss: 0.0311803 | Time: 4766.13 ms [2021-09-28 15:35:07 main:574] : INFO : Epoch 1862 | loss: 0.0311322 | val_loss: 0.031182 | Time: 4683.7 ms [2021-09-28 15:35:12 main:574] : INFO : Epoch 1863 | loss: 0.0311342 | val_loss: 0.0311848 | Time: 4909.78 ms [2021-09-28 15:35:16 main:574] : INFO : Epoch 1864 | loss: 0.031138 | val_loss: 0.0311762 | Time: 4738.52 ms [2021-09-28 15:35:22 main:574] : INFO : Epoch 1865 | loss: 0.0311323 | val_loss: 0.0311817 | Time: 5063.66 ms [2021-09-28 15:35:26 main:574] : INFO : Epoch 1866 | loss: 0.0311298 | val_loss: 0.031182 | Time: 4782.01 ms [2021-09-28 15:35:31 main:574] : INFO : Epoch 1867 | loss: 0.031132 | val_loss: 0.0311771 | Time: 4704.05 ms [2021-09-28 15:35:36 main:574] : INFO : Epoch 1868 | loss: 0.0311382 | val_loss: 0.0311846 | Time: 4888.91 ms [2021-09-28 15:35:41 main:574] : INFO : Epoch 1869 | loss: 0.0311339 | val_loss: 0.0311783 | Time: 4743.21 ms [2021-09-28 15:35:46 main:574] : INFO : Epoch 1870 | loss: 0.0311291 | val_loss: 0.031184 | Time: 5162.39 ms [2021-09-28 15:35:51 main:574] : INFO : Epoch 1871 | loss: 0.0311243 | val_loss: 0.0311867 | Time: 4858.88 ms [2021-09-28 15:35:56 main:574] : INFO : Epoch 1872 | loss: 0.0311225 | val_loss: 0.0311861 | Time: 5110.58 ms [2021-09-28 15:36:01 main:574] : INFO : Epoch 1873 | loss: 0.0311266 | val_loss: 0.0311777 | Time: 5056.43 ms [2021-09-28 15:36:06 main:574] : INFO : Epoch 1874 | loss: 0.0311214 | val_loss: 0.031186 | Time: 4881.13 ms [2021-09-28 15:36:11 main:574] : INFO : Epoch 1875 | loss: 0.0311246 | val_loss: 0.0311815 | Time: 4926.21 ms [2021-09-28 15:36:16 main:574] : INFO : Epoch 1876 | loss: 0.0311233 | val_loss: 0.0311921 | Time: 4908.51 ms [2021-09-28 15:36:20 main:574] : INFO : Epoch 1877 | loss: 0.0311248 | val_loss: 0.0311883 | Time: 4822.72 ms [2021-09-28 15:36:25 main:574] : INFO : Epoch 1878 | loss: 0.031123 | val_loss: 0.0311808 | Time: 4849.43 ms [2021-09-28 15:36:30 main:574] : INFO : Epoch 1879 | loss: 0.0311183 | val_loss: 0.031183 | Time: 4913.76 ms [2021-09-28 15:36:35 main:574] : INFO : Epoch 1880 | loss: 0.031116 | val_loss: 0.0311879 | Time: 4931.35 ms [2021-09-28 15:36:40 main:574] : INFO : Epoch 1881 | loss: 0.0311141 | val_loss: 0.0311849 | Time: 4927.69 ms [2021-09-28 15:36:45 main:574] : INFO : Epoch 1882 | loss: 0.0311156 | val_loss: 0.0311879 | Time: 4672.55 ms [2021-09-28 15:36:50 main:574] : INFO : Epoch 1883 | loss: 0.0311134 | val_loss: 0.0311784 | Time: 4899.6 ms [2021-09-28 15:36:55 main:574] : INFO : Epoch 1884 | loss: 0.031124 | val_loss: 0.0311946 | Time: 4973.98 ms [2021-09-28 15:37:00 main:574] : INFO : Epoch 1885 | loss: 0.0311617 | val_loss: 0.031176 | Time: 4982.85 ms [2021-09-28 15:37:05 main:574] : INFO : Epoch 1886 | loss: 0.0311495 | val_loss: 0.0311733 | Time: 5313.08 ms [2021-09-28 15:37:10 main:574] : INFO : Epoch 1887 | loss: 0.0311413 | val_loss: 0.0311749 | Time: 5224.5 ms [2021-09-28 15:37:15 main:574] : INFO : Epoch 1888 | loss: 0.0311361 | val_loss: 0.0311761 | Time: 4740.84 ms [2021-09-28 15:37:20 main:574] : INFO : Epoch 1889 | loss: 0.0311333 | val_loss: 0.0311828 | Time: 4788.76 ms [2021-09-28 15:37:25 main:574] : INFO : Epoch 1890 | loss: 0.0311315 | val_loss: 0.031176 | Time: 4960.92 ms [2021-09-28 15:37:29 main:574] : INFO : Epoch 1891 | loss: 0.0311295 | val_loss: 0.0311862 | Time: 4797.48 ms [2021-09-28 15:37:34 main:574] : INFO : Epoch 1892 | loss: 0.0311242 | val_loss: 0.0311897 | Time: 4752.31 ms [2021-09-28 15:37:39 main:574] : INFO : Epoch 1893 | loss: 0.0311222 | val_loss: 0.0311791 | Time: 4720.09 ms [2021-09-28 15:37:44 main:574] : INFO : Epoch 1894 | loss: 0.0311219 | val_loss: 0.0311857 | Time: 4634.77 ms [2021-09-28 15:37:49 main:574] : INFO : Epoch 1895 | loss: 0.0311204 | val_loss: 0.0311865 | Time: 4967.48 ms [2021-09-28 15:37:53 main:574] : INFO : Epoch 1896 | loss: 0.0311199 | val_loss: 0.0311832 | Time: 4821.27 ms [2021-09-28 15:37:58 main:574] : INFO : Epoch 1897 | loss: 0.0311176 | val_loss: 0.0311909 | Time: 5016.5 ms [2021-09-28 15:38:03 main:574] : INFO : Epoch 1898 | loss: 0.0311196 | val_loss: 0.0311951 | Time: 4842.77 ms [2021-09-28 15:38:08 main:574] : INFO : Epoch 1899 | loss: 0.0311201 | val_loss: 0.0311944 | Time: 5162.52 ms [2021-09-28 15:38:13 main:574] : INFO : Epoch 1900 | loss: 0.0311174 | val_loss: 0.0311858 | Time: 5028.2 ms [2021-09-28 15:38:18 main:574] : INFO : Epoch 1901 | loss: 0.0311164 | val_loss: 0.031181 | Time: 4801.97 ms [2021-09-28 15:38:23 main:574] : INFO : Epoch 1902 | loss: 0.031116 | val_loss: 0.031186 | Time: 4824.66 ms [2021-09-28 15:38:28 main:574] : INFO : Epoch 1903 | loss: 0.0311131 | val_loss: 0.031181 | Time: 4696.69 ms [2021-09-28 15:38:33 main:574] : INFO : Epoch 1904 | loss: 0.0311127 | val_loss: 0.0311883 | Time: 4827.93 ms [2021-09-28 15:38:38 main:574] : INFO : Epoch 1905 | loss: 0.0311112 | val_loss: 0.0311947 | Time: 4926.07 ms [2021-09-28 15:38:42 main:574] : INFO : Epoch 1906 | loss: 0.0311087 | val_loss: 0.031191 | Time: 4783.51 ms [2021-09-28 15:38:47 main:574] : INFO : Epoch 1907 | loss: 0.0311109 | val_loss: 0.0311947 | Time: 4640.09 ms [2021-09-28 15:38:52 main:574] : INFO : Epoch 1908 | loss: 0.031112 | val_loss: 0.0311901 | Time: 4642.11 ms [2021-09-28 15:38:56 main:574] : INFO : Epoch 1909 | loss: 0.0311139 | val_loss: 0.0311819 | Time: 4779.9 ms [2021-09-28 15:39:01 main:574] : INFO : Epoch 1910 | loss: 0.0311282 | val_loss: 0.0311834 | Time: 4918.52 ms [2021-09-28 15:39:06 main:574] : INFO : Epoch 1911 | loss: 0.0311237 | val_loss: 0.0311875 | Time: 4963.38 ms [2021-09-28 15:39:11 main:574] : INFO : Epoch 1912 | loss: 0.0311153 | val_loss: 0.03118 | Time: 4736.58 ms [2021-09-28 15:39:16 main:574] : INFO : Epoch 1913 | loss: 0.031125 | val_loss: 0.0311754 | Time: 5365.48 ms [2021-09-28 15:39:21 main:574] : INFO : Epoch 1914 | loss: 0.0311202 | val_loss: 0.0311788 | Time: 4772.1 ms [2021-09-28 15:39:26 main:574] : INFO : Epoch 1915 | loss: 0.0311151 | val_loss: 0.0311907 | Time: 4916.98 ms [2021-09-28 15:39:31 main:574] : INFO : Epoch 1916 | loss: 0.0311134 | val_loss: 0.0311826 | Time: 4845.24 ms [2021-09-28 15:39:36 main:574] : INFO : Epoch 1917 | loss: 0.0311218 | val_loss: 0.0311794 | Time: 4678.85 ms [2021-09-28 15:39:41 main:574] : INFO : Epoch 1918 | loss: 0.0311175 | val_loss: 0.0311868 | Time: 4835.59 ms [2021-09-28 15:39:45 main:574] : INFO : Epoch 1919 | loss: 0.0311145 | val_loss: 0.0311905 | Time: 4844.02 ms [2021-09-28 15:39:50 main:574] : INFO : Epoch 1920 | loss: 0.0311137 | val_loss: 0.0311809 | Time: 5126.04 ms [2021-09-28 15:39:55 main:574] : INFO : Epoch 1921 | loss: 0.0311106 | val_loss: 0.0311785 | Time: 4927.43 ms [2021-09-28 15:40:00 main:574] : INFO : Epoch 1922 | loss: 0.0311167 | val_loss: 0.031199 | Time: 4720.89 ms [2021-09-28 15:40:05 main:574] : INFO : Epoch 1923 | loss: 0.0311163 | val_loss: 0.031193 | Time: 4838.93 ms [2021-09-28 15:40:10 main:574] : INFO : Epoch 1924 | loss: 0.0311145 | val_loss: 0.0311834 | Time: 4882.06 ms [2021-09-28 15:40:15 main:574] : INFO : Epoch 1925 | loss: 0.0311077 | val_loss: 0.0311911 | Time: 5182.31 ms [2021-09-28 15:40:20 main:574] : INFO : Epoch 1926 | loss: 0.0311045 | val_loss: 0.0311868 | Time: 4929.25 ms [2021-09-28 15:40:25 main:574] : INFO : Epoch 1927 | loss: 0.0311028 | val_loss: 0.0311866 | Time: 5208.09 ms [2021-09-28 15:40:30 main:574] : INFO : Epoch 1928 | loss: 0.0311037 | val_loss: 0.0311936 | Time: 4776.6 ms [2021-09-28 15:40:35 main:574] : INFO : Epoch 1929 | loss: 0.0311019 | val_loss: 0.0311893 | Time: 4741.02 ms [2021-09-28 15:40:40 main:574] : INFO : Epoch 1930 | loss: 0.0311023 | val_loss: 0.0311883 | Time: 4917.77 ms [2021-09-28 15:40:44 main:574] : INFO : Epoch 1931 | loss: 0.0311027 | val_loss: 0.031191 | Time: 4690.89 ms [2021-09-28 15:40:49 main:574] : INFO : Epoch 1932 | loss: 0.0311018 | val_loss: 0.0312089 | Time: 4794.13 ms [2021-09-28 15:40:54 main:574] : INFO : Epoch 1933 | loss: 0.0311044 | val_loss: 0.0311911 | Time: 4709.55 ms [2021-09-28 15:40:59 main:574] : INFO : Epoch 1934 | loss: 0.0311077 | val_loss: 0.0311943 | Time: 4803 ms [2021-09-28 15:41:04 main:574] : INFO : Epoch 1935 | loss: 0.0311123 | val_loss: 0.0311918 | Time: 5018.58 ms [2021-09-28 15:41:08 main:574] : INFO : Epoch 1936 | loss: 0.0311058 | val_loss: 0.0311952 | Time: 4689.84 ms [2021-09-28 15:41:13 main:574] : INFO : Epoch 1937 | loss: 0.031103 | val_loss: 0.0311891 | Time: 4786.31 ms [2021-09-28 15:41:18 main:574] : INFO : Epoch 1938 | loss: 0.0311018 | val_loss: 0.0311863 | Time: 5213.68 ms [2021-09-28 15:41:23 main:574] : INFO : Epoch 1939 | loss: 0.0311017 | val_loss: 0.0311904 | Time: 4703.49 ms [2021-09-28 15:41:29 main:574] : INFO : Epoch 1940 | loss: 0.0311074 | val_loss: 0.0311796 | Time: 5524.5 ms [2021-09-28 15:41:33 main:574] : INFO : Epoch 1941 | loss: 0.0311135 | val_loss: 0.031186 | Time: 4699.41 ms [2021-09-28 15:41:38 main:574] : INFO : Epoch 1942 | loss: 0.0311179 | val_loss: 0.0311853 | Time: 4813.33 ms [2021-09-28 15:41:43 main:574] : INFO : Epoch 1943 | loss: 0.031118 | val_loss: 0.031177 | Time: 4816.99 ms [2021-09-28 15:41:48 main:574] : INFO : Epoch 1944 | loss: 0.0311146 | val_loss: 0.031189 | Time: 4739.51 ms [2021-09-28 15:41:53 main:574] : INFO : Epoch 1945 | loss: 0.0311095 | val_loss: 0.0311882 | Time: 5094.88 ms [2021-09-28 15:41:58 main:574] : INFO : Epoch 1946 | loss: 0.0311081 | val_loss: 0.0311928 | Time: 4719.89 ms [2021-09-28 15:42:02 main:574] : INFO : Epoch 1947 | loss: 0.0311063 | val_loss: 0.0311841 | Time: 4720.3 ms [2021-09-28 15:42:07 main:574] : INFO : Epoch 1948 | loss: 0.0311119 | val_loss: 0.0311865 | Time: 4738.35 ms [2021-09-28 15:42:12 main:574] : INFO : Epoch 1949 | loss: 0.0311156 | val_loss: 0.0311918 | Time: 4800.68 ms [2021-09-28 15:42:17 main:574] : INFO : Epoch 1950 | loss: 0.0311192 | val_loss: 0.0311901 | Time: 5018.41 ms [2021-09-28 15:42:22 main:574] : INFO : Epoch 1951 | loss: 0.0311204 | val_loss: 0.0311857 | Time: 4853.5 ms [2021-09-28 15:42:27 main:574] : INFO : Epoch 1952 | loss: 0.0311123 | val_loss: 0.0311877 | Time: 4886.03 ms [2021-09-28 15:42:32 main:574] : INFO : Epoch 1953 | loss: 0.0311091 | val_loss: 0.0311859 | Time: 5320.17 ms [2021-09-28 15:42:37 main:574] : INFO : Epoch 1954 | loss: 0.0311081 | val_loss: 0.0311813 | Time: 4912.98 ms [2021-09-28 15:42:42 main:574] : INFO : Epoch 1955 | loss: 0.0311128 | val_loss: 0.0311858 | Time: 5040.43 ms [2021-09-28 15:42:47 main:574] : INFO : Epoch 1956 | loss: 0.031107 | val_loss: 0.0311888 | Time: 4664.05 ms [2021-09-28 15:42:51 main:574] : INFO : Epoch 1957 | loss: 0.0311088 | val_loss: 0.0311848 | Time: 4791.96 ms [2021-09-28 15:42:56 main:574] : INFO : Epoch 1958 | loss: 0.0311096 | val_loss: 0.0311897 | Time: 4838.38 ms [2021-09-28 15:43:01 main:574] : INFO : Epoch 1959 | loss: 0.0311105 | val_loss: 0.0311935 | Time: 4666.19 ms [2021-09-28 15:43:06 main:574] : INFO : Epoch 1960 | loss: 0.0311083 | val_loss: 0.0311896 | Time: 4942.09 ms [2021-09-28 15:43:11 main:574] : INFO : Epoch 1961 | loss: 0.0311072 | val_loss: 0.0311835 | Time: 4786.7 ms [2021-09-28 15:43:15 main:574] : INFO : Epoch 1962 | loss: 0.0311066 | val_loss: 0.0311978 | Time: 4829.37 ms [2021-09-28 15:43:20 main:574] : INFO : Epoch 1963 | loss: 0.0311026 | val_loss: 0.0311823 | Time: 4684.3 ms [2021-09-28 15:43:25 main:574] : INFO : Epoch 1964 | loss: 0.0311014 | val_loss: 0.0311803 | Time: 4740.98 ms [2021-09-28 15:43:30 main:574] : INFO : Epoch 1965 | loss: 0.0311073 | val_loss: 0.0311847 | Time: 5323.49 ms [2021-09-28 15:43:35 main:574] : INFO : Epoch 1966 | loss: 0.0311091 | val_loss: 0.0311865 | Time: 4720.79 ms [2021-09-28 15:43:40 main:574] : INFO : Epoch 1967 | loss: 0.0311151 | val_loss: 0.031182 | Time: 5332.37 ms [2021-09-28 15:43:45 main:574] : INFO : Epoch 1968 | loss: 0.0311157 | val_loss: 0.0311759 | Time: 4883.85 ms [2021-09-28 15:43:50 main:574] : INFO : Epoch 1969 | loss: 0.0311126 | val_loss: 0.0311778 | Time: 4889.86 ms [2021-09-28 15:43:55 main:574] : INFO : Epoch 1970 | loss: 0.0311097 | val_loss: 0.0311836 | Time: 4969.64 ms [2021-09-28 15:44:00 main:574] : INFO : Epoch 1971 | loss: 0.0311172 | val_loss: 0.0311815 | Time: 4915.7 ms [2021-09-28 15:44:05 main:574] : INFO : Epoch 1972 | loss: 0.031113 | val_loss: 0.0311888 | Time: 4768.76 ms [2021-09-28 15:44:10 main:574] : INFO : Epoch 1973 | loss: 0.0311101 | val_loss: 0.0311973 | Time: 4863.59 ms [2021-09-28 15:44:14 main:574] : INFO : Epoch 1974 | loss: 0.0311077 | val_loss: 0.0311916 | Time: 4878.05 ms [2021-09-28 15:44:19 main:574] : INFO : Epoch 1975 | loss: 0.0311049 | val_loss: 0.031193 | Time: 4897.31 ms [2021-09-28 15:44:24 main:574] : INFO : Epoch 1976 | loss: 0.0311054 | val_loss: 0.0311862 | Time: 4710.56 ms [2021-09-28 15:44:29 main:574] : INFO : Epoch 1977 | loss: 0.0311035 | val_loss: 0.0311937 | Time: 4800.89 ms [2021-09-28 15:44:34 main:574] : INFO : Epoch 1978 | loss: 0.031107 | val_loss: 0.0311931 | Time: 5026.11 ms [2021-09-28 15:44:39 main:574] : INFO : Epoch 1979 | loss: 0.0311077 | val_loss: 0.0311873 | Time: 4856.45 ms [2021-09-28 15:44:44 main:574] : INFO : Epoch 1980 | loss: 0.0311012 | val_loss: 0.0312017 | Time: 5557.8 ms [2021-09-28 15:44:49 main:574] : INFO : Epoch 1981 | loss: 0.0311042 | val_loss: 0.0311948 | Time: 4882.1 ms [2021-09-28 15:44:54 main:574] : INFO : Epoch 1982 | loss: 0.0311132 | val_loss: 0.0311932 | Time: 4817.68 ms [2021-09-28 15:44:59 main:574] : INFO : Epoch 1983 | loss: 0.0311076 | val_loss: 0.0311928 | Time: 4666.99 ms [2021-09-28 15:45:03 main:574] : INFO : Epoch 1984 | loss: 0.031107 | val_loss: 0.0311932 | Time: 4729.16 ms [2021-09-28 15:45:08 main:574] : INFO : Epoch 1985 | loss: 0.0311048 | val_loss: 0.031193 | Time: 4859.24 ms [2021-09-28 15:45:13 main:574] : INFO : Epoch 1986 | loss: 0.0311022 | val_loss: 0.0311993 | Time: 4944.75 ms [2021-09-28 15:45:18 main:574] : INFO : Epoch 1987 | loss: 0.0311039 | val_loss: 0.0312017 | Time: 4896.03 ms [2021-09-28 15:45:23 main:574] : INFO : Epoch 1988 | loss: 0.0311007 | val_loss: 0.0312022 | Time: 4781.46 ms [2021-09-28 15:45:28 main:574] : INFO : Epoch 1989 | loss: 0.0311056 | val_loss: 0.0311902 | Time: 4762.1 ms [2021-09-28 15:45:32 main:574] : INFO : Epoch 1990 | loss: 0.031103 | val_loss: 0.031208 | Time: 4622.48 ms [2021-09-28 15:45:37 main:574] : INFO : Epoch 1991 | loss: 0.0311113 | val_loss: 0.0311968 | Time: 4949.49 ms [2021-09-28 15:45:42 main:574] : INFO : Epoch 1992 | loss: 0.0311064 | val_loss: 0.0311959 | Time: 5019.18 ms [2021-09-28 15:45:47 main:574] : INFO : Epoch 1993 | loss: 0.0311057 | val_loss: 0.0311948 | Time: 5003.29 ms [2021-09-28 15:45:53 main:574] : INFO : Epoch 1994 | loss: 0.0311065 | val_loss: 0.0311989 | Time: 5321.86 ms [2021-09-28 15:45:58 main:574] : INFO : Epoch 1995 | loss: 0.0311112 | val_loss: 0.0311998 | Time: 4897.39 ms [2021-09-28 15:46:02 main:574] : INFO : Epoch 1996 | loss: 0.0311057 | val_loss: 0.0311921 | Time: 4856.58 ms [2021-09-28 15:46:07 main:574] : INFO : Epoch 1997 | loss: 0.0311009 | val_loss: 0.0311989 | Time: 4736.85 ms [2021-09-28 15:46:12 main:574] : INFO : Epoch 1998 | loss: 0.0311009 | val_loss: 0.0311943 | Time: 4866.79 ms [2021-09-28 15:46:17 main:574] : INFO : Epoch 1999 | loss: 0.0311 | val_loss: 0.0312028 | Time: 4829.51 ms [2021-09-28 15:46:22 main:574] : INFO : Epoch 2000 | loss: 0.0311065 | val_loss: 0.0312415 | Time: 5023.65 ms [2021-09-28 15:46:27 main:574] : INFO : Epoch 2001 | loss: 0.0399191 | val_loss: 0.0320319 | Time: 4900.48 ms [2021-09-28 15:46:32 main:574] : INFO : Epoch 2002 | loss: 0.0333883 | val_loss: 0.0326565 | Time: 4706.2 ms [2021-09-28 15:46:36 main:574] : INFO : Epoch 2003 | loss: 0.0318276 | val_loss: 0.0313207 | Time: 4926.48 ms [2021-09-28 15:46:41 main:574] : INFO : Epoch 2004 | loss: 0.0313212 | val_loss: 0.0312772 | Time: 4809.7 ms [2021-09-28 15:46:46 main:574] : INFO : Epoch 2005 | loss: 0.0312654 | val_loss: 0.0312505 | Time: 5187.97 ms [2021-09-28 15:46:51 main:574] : INFO : Epoch 2006 | loss: 0.0312525 | val_loss: 0.0312482 | Time: 4910.25 ms [2021-09-28 15:46:56 main:574] : INFO : Epoch 2007 | loss: 0.0312486 | val_loss: 0.0312464 | Time: 5061.4 ms [2021-09-28 15:47:02 main:574] : INFO : Epoch 2008 | loss: 0.0312466 | val_loss: 0.031245 | Time: 5140.81 ms [2021-09-28 15:47:06 main:574] : INFO : Epoch 2009 | loss: 0.0312447 | val_loss: 0.031244 | Time: 4794.08 ms [2021-09-28 15:47:12 main:574] : INFO : Epoch 2010 | loss: 0.0312431 | val_loss: 0.0312416 | Time: 5292.64 ms [2021-09-28 15:47:17 main:574] : INFO : Epoch 2011 | loss: 0.0312398 | val_loss: 0.0312376 | Time: 4893.72 ms [2021-09-28 15:47:21 main:574] : INFO : Epoch 2012 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 4866.52 ms [2021-09-28 15:47:26 main:574] : INFO : Epoch 2013 | loss: 0.031234 | val_loss: 0.0312334 | Time: 5009.54 ms [2021-09-28 15:47:31 main:574] : INFO : Epoch 2014 | loss: 0.0312312 | val_loss: 0.0312303 | Time: 4818.58 ms [2021-09-28 15:47:36 main:574] : INFO : Epoch 2015 | loss: 0.0312292 | val_loss: 0.0312285 | Time: 4932 ms [2021-09-28 15:47:41 main:574] : INFO : Epoch 2016 | loss: 0.0312281 | val_loss: 0.0312282 | Time: 4950.83 ms [2021-09-28 15:47:46 main:574] : INFO : Epoch 2017 | loss: 0.0312273 | val_loss: 0.0312268 | Time: 4873.55 ms [2021-09-28 15:47:51 main:574] : INFO : Epoch 2018 | loss: 0.0312277 | val_loss: 0.031226 | Time: 4947.06 ms [2021-09-28 15:47:56 main:574] : INFO : Epoch 2019 | loss: 0.0312268 | val_loss: 0.0312341 | Time: 4982.46 ms [2021-09-28 15:48:01 main:574] : INFO : Epoch 2020 | loss: 0.0312269 | val_loss: 0.0312308 | Time: 5259.45 ms [2021-09-28 15:48:06 main:574] : INFO : Epoch 2021 | loss: 0.0312326 | val_loss: 0.0312259 | Time: 5224.37 ms [2021-09-28 15:48:11 main:574] : INFO : Epoch 2022 | loss: 0.0312243 | val_loss: 0.0312236 | Time: 4845.81 ms [2021-09-28 15:48:16 main:574] : INFO : Epoch 2023 | loss: 0.0312245 | val_loss: 0.0312272 | Time: 4780.9 ms [2021-09-28 15:48:21 main:574] : INFO : Epoch 2024 | loss: 0.0312239 | val_loss: 0.0312234 | Time: 4940.2 ms [2021-09-28 15:48:26 main:574] : INFO : Epoch 2025 | loss: 0.0312297 | val_loss: 0.0312252 | Time: 4847.68 ms [2021-09-28 15:48:31 main:574] : INFO : Epoch 2026 | loss: 0.0312322 | val_loss: 0.0312294 | Time: 4827.94 ms [2021-09-28 15:48:36 main:574] : INFO : Epoch 2027 | loss: 0.0312221 | val_loss: 0.0312199 | Time: 4911.33 ms [2021-09-28 15:48:40 main:574] : INFO : Epoch 2028 | loss: 0.0312202 | val_loss: 0.0312155 | Time: 4800.11 ms [2021-09-28 15:48:45 main:574] : INFO : Epoch 2029 | loss: 0.0312166 | val_loss: 0.0312135 | Time: 4960.17 ms [2021-09-28 15:48:50 main:574] : INFO : Epoch 2030 | loss: 0.0312154 | val_loss: 0.0312145 | Time: 4914.78 ms [2021-09-28 15:48:55 main:574] : INFO : Epoch 2031 | loss: 0.0312151 | val_loss: 0.0312111 | Time: 4930.55 ms [2021-09-28 15:49:00 main:574] : INFO : Epoch 2032 | loss: 0.0312136 | val_loss: 0.031213 | Time: 5061.15 ms [2021-09-28 15:49:05 main:574] : INFO : Epoch 2033 | loss: 0.031215 | val_loss: 0.0312123 | Time: 4957.31 ms [2021-09-28 15:49:11 main:574] : INFO : Epoch 2034 | loss: 0.0312136 | val_loss: 0.0312099 | Time: 5382.73 ms [2021-09-28 15:49:16 main:574] : INFO : Epoch 2035 | loss: 0.0312162 | val_loss: 0.0312123 | Time: 5131.05 ms [2021-09-28 15:49:21 main:574] : INFO : Epoch 2036 | loss: 0.0312105 | val_loss: 0.031207 | Time: 4854.06 ms [2021-09-28 15:49:25 main:574] : INFO : Epoch 2037 | loss: 0.0312099 | val_loss: 0.0312093 | Time: 4800.4 ms [2021-09-28 15:49:30 main:574] : INFO : Epoch 2038 | loss: 0.0312089 | val_loss: 0.0312066 | Time: 4889.16 ms [2021-09-28 15:49:35 main:574] : INFO : Epoch 2039 | loss: 0.0312093 | val_loss: 0.0312079 | Time: 4766.32 ms [2021-09-28 15:49:40 main:574] : INFO : Epoch 2040 | loss: 0.0312082 | val_loss: 0.0312043 | Time: 5007.44 ms [2021-09-28 15:49:45 main:574] : INFO : Epoch 2041 | loss: 0.0312066 | val_loss: 0.0312094 | Time: 5121.01 ms [2021-09-28 15:49:50 main:574] : INFO : Epoch 2042 | loss: 0.0312109 | val_loss: 0.0312057 | Time: 4805.45 ms [2021-09-28 15:49:55 main:574] : INFO : Epoch 2043 | loss: 0.031207 | val_loss: 0.0312097 | Time: 4968.52 ms [2021-09-28 15:50:00 main:574] : INFO : Epoch 2044 | loss: 0.0312076 | val_loss: 0.0312085 | Time: 4883.33 ms [2021-09-28 15:50:05 main:574] : INFO : Epoch 2045 | loss: 0.0312096 | val_loss: 0.0312086 | Time: 4827.76 ms [2021-09-28 15:50:10 main:574] : INFO : Epoch 2046 | loss: 0.0312081 | val_loss: 0.031205 | Time: 5166.18 ms [2021-09-28 15:50:15 main:574] : INFO : Epoch 2047 | loss: 0.0312041 | val_loss: 0.0312024 | Time: 5147.18 ms [2021-09-28 15:50:20 main:574] : INFO : Epoch 2048 | loss: 0.0312038 | val_loss: 0.0312012 | Time: 5024.54 ms [2021-09-28 15:50:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312012 [2021-09-28 15:50:20 main:603] : INFO : Saving end state to config to file [2021-09-28 15:50:20 main:608] : INFO : Success, exiting.. 15:50:20 (11004): 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)