Task 3738599
| Name | ParityModified-1611092282-27183-0_0 |
| Workunit | 1920977 |
| Created | 19 Jan 2021, 21:38:04 UTC |
| Sent | 21 Jan 2021, 6:34:42 UTC |
| Report deadline | 29 Jan 2021, 6:34:42 UTC |
| Received | 21 Jan 2021, 14:21:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 47 min 39 sec |
| CPU time | 2 hours 23 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0:52:25 main:574] : INFO : Epoch 1542 | loss: 0.0312371 | val_loss: 0.0312325 | Time: 4504.63 ms [2021-01-21 00:52:30 main:574] : INFO : Epoch 1543 | loss: 0.0312367 | val_loss: 0.0312317 | Time: 5028.85 ms [2021-01-21 00:52:35 main:574] : INFO : Epoch 1544 | loss: 0.0312363 | val_loss: 0.0312366 | Time: 4763.77 ms [2021-01-21 00:52:40 main:574] : INFO : Epoch 1545 | loss: 0.031237 | val_loss: 0.0312345 | Time: 4868.93 ms [2021-01-21 00:52:45 main:574] : INFO : Epoch 1546 | loss: 0.0312348 | val_loss: 0.031236 | Time: 4632.54 ms [2021-01-21 00:52:49 main:574] : INFO : Epoch 1547 | loss: 0.03124 | val_loss: 0.031245 | Time: 4566.04 ms [2021-01-21 00:52:54 main:574] : INFO : Epoch 1548 | loss: 0.0312378 | val_loss: 0.0312283 | Time: 4496.12 ms [2021-01-21 00:52:59 main:574] : INFO : Epoch 1549 | loss: 0.0312296 | val_loss: 0.0312259 | Time: 4479.31 ms [2021-01-21 00:53:03 main:574] : INFO : Epoch 1550 | loss: 0.0312352 | val_loss: 0.0312253 | Time: 4644.19 ms [2021-01-21 00:53:08 main:574] : INFO : Epoch 1551 | loss: 0.0312304 | val_loss: 0.0312237 | Time: 4785.62 ms [2021-01-21 00:53:13 main:574] : INFO : Epoch 1552 | loss: 0.0312494 | val_loss: 0.0313144 | Time: 4827.16 ms [2021-01-21 00:53:18 main:574] : INFO : Epoch 1553 | loss: 0.0312466 | val_loss: 0.0312277 | Time: 4461.34 ms [2021-01-21 00:53:23 main:574] : INFO : Epoch 1554 | loss: 0.0312261 | val_loss: 0.0312239 | Time: 4789.67 ms [2021-01-21 00:53:28 main:574] : INFO : Epoch 1555 | loss: 0.0312303 | val_loss: 0.0312212 | Time: 4682.7 ms [2021-01-21 00:53:32 main:574] : INFO : Epoch 1556 | loss: 0.0312267 | val_loss: 0.0312252 | Time: 4673.64 ms [2021-01-21 00:53:37 main:574] : INFO : Epoch 1557 | loss: 0.0312328 | val_loss: 0.0312354 | Time: 4446.41 ms [2021-01-21 00:53:41 main:574] : INFO : Epoch 1558 | loss: 0.0312414 | val_loss: 0.0312481 | Time: 4482.01 ms [2021-01-21 00:53:46 main:574] : INFO : Epoch 1559 | loss: 0.0312304 | val_loss: 0.0312431 | Time: 4695.84 ms [2021-01-21 00:53:51 main:574] : INFO : Epoch 1560 | loss: 0.0312334 | val_loss: 0.0312249 | Time: 4899.11 ms [2021-01-21 00:53:56 main:574] : INFO : Epoch 1561 | loss: 0.0312275 | val_loss: 0.0312174 | Time: 4367.05 ms [2021-01-21 00:54:01 main:574] : INFO : Epoch 1562 | loss: 0.0312466 | val_loss: 0.0312368 | Time: 4710.18 ms [2021-01-21 00:54:06 main:574] : INFO : Epoch 1563 | loss: 0.0312504 | val_loss: 0.0312654 | Time: 4913.89 ms [2021-01-21 00:54:11 main:574] : INFO : Epoch 1564 | loss: 0.0312455 | val_loss: 0.0312202 | Time: 4937.43 ms [2021-01-21 00:54:16 main:574] : INFO : Epoch 1565 | loss: 0.0312309 | val_loss: 0.0312382 | Time: 4972.5 ms [2021-01-21 00:54:21 main:574] : INFO : Epoch 1566 | loss: 0.0312309 | val_loss: 0.0312291 | Time: 5115.78 ms [2021-01-21 00:54:26 main:574] : INFO : Epoch 1567 | loss: 0.0312291 | val_loss: 0.0312155 | Time: 4595.21 ms [2021-01-21 00:54:30 main:574] : INFO : Epoch 1568 | loss: 0.0312268 | val_loss: 0.0312331 | Time: 4486.65 ms [2021-01-21 00:54:35 main:574] : INFO : Epoch 1569 | loss: 0.031221 | val_loss: 0.0312195 | Time: 4595.69 ms [2021-01-21 00:54:40 main:574] : INFO : Epoch 1570 | loss: 0.0312293 | val_loss: 0.0312322 | Time: 4859.02 ms [2021-01-21 00:54:45 main:574] : INFO : Epoch 1571 | loss: 0.0312279 | val_loss: 0.0312135 | Time: 4747.9 ms [2021-01-21 00:54:50 main:574] : INFO : Epoch 1572 | loss: 0.0312303 | val_loss: 0.0312286 | Time: 4950.96 ms [2021-01-21 00:54:55 main:574] : INFO : Epoch 1573 | loss: 0.0312289 | val_loss: 0.0312397 | Time: 4603.21 ms [2021-01-21 00:54:59 main:574] : INFO : Epoch 1574 | loss: 0.031235 | val_loss: 0.0312358 | Time: 4823.28 ms [2021-01-21 00:55:04 main:574] : INFO : Epoch 1575 | loss: 0.0312368 | val_loss: 0.0312238 | Time: 4627.1 ms [2021-01-21 00:55:09 main:574] : INFO : Epoch 1576 | loss: 0.0312228 | val_loss: 0.0312202 | Time: 4866.63 ms [2021-01-21 00:55:14 main:574] : INFO : Epoch 1577 | loss: 0.0312199 | val_loss: 0.0312274 | Time: 4358.11 ms [2021-01-21 00:55:18 main:574] : INFO : Epoch 1578 | loss: 0.0312237 | val_loss: 0.0312216 | Time: 4478.9 ms [2021-01-21 00:55:23 main:574] : INFO : Epoch 1579 | loss: 0.0312131 | val_loss: 0.0312076 | Time: 4560.46 ms [2021-01-21 00:55:28 main:574] : INFO : Epoch 1580 | loss: 0.0312123 | val_loss: 0.0312054 | Time: 4778.24 ms [2021-01-21 00:55:33 main:574] : INFO : Epoch 1581 | loss: 0.0312118 | val_loss: 0.0312042 | Time: 4691.86 ms [2021-01-21 00:55:38 main:574] : INFO : Epoch 1582 | loss: 0.0312143 | val_loss: 0.031223 | Time: 4946.7 ms [2021-01-21 00:55:43 main:574] : INFO : Epoch 1583 | loss: 0.0312123 | val_loss: 0.0312019 | Time: 4992.52 ms [2021-01-21 00:55:48 main:574] : INFO : Epoch 1584 | loss: 0.0312109 | val_loss: 0.0312026 | Time: 4958.13 ms [2021-01-21 00:55:53 main:574] : INFO : Epoch 1585 | loss: 0.0312124 | val_loss: 0.0312009 | Time: 4832.5 ms [2021-01-21 00:55:58 main:574] : INFO : Epoch 1586 | loss: 0.0312324 | val_loss: 0.031206 | Time: 4703.63 ms [2021-01-21 00:56:02 main:574] : INFO : Epoch 1587 | loss: 0.0312136 | val_loss: 0.0312023 | Time: 4609 ms [2021-01-21 00:56:07 main:574] : INFO : Epoch 1588 | loss: 0.0312106 | val_loss: 0.0312149 | Time: 4840.72 ms [2021-01-21 00:56:12 main:574] : INFO : Epoch 1589 | loss: 0.0312124 | val_loss: 0.03121 | Time: 4529.65 ms [2021-01-21 00:56:17 main:574] : INFO : Epoch 1590 | loss: 0.0312069 | val_loss: 0.0311975 | Time: 4686.12 ms [2021-01-21 00:56:21 main:574] : INFO : Epoch 1591 | loss: 0.0312056 | val_loss: 0.0311966 | Time: 4590.63 ms [2021-01-21 00:56:26 main:574] : INFO : Epoch 1592 | loss: 0.0312199 | val_loss: 0.0312306 | Time: 4715.45 ms [2021-01-21 00:56:31 main:574] : INFO : Epoch 1593 | loss: 0.0312143 | val_loss: 0.0311998 | Time: 4925.04 ms [2021-01-21 00:56:36 main:574] : INFO : Epoch 1594 | loss: 0.031205 | val_loss: 0.0311994 | Time: 4968.12 ms [2021-01-21 00:56:41 main:574] : INFO : Epoch 1595 | loss: 0.0312024 | val_loss: 0.031194 | Time: 4627.91 ms [2021-01-21 00:56:46 main:574] : INFO : Epoch 1596 | loss: 0.0312015 | val_loss: 0.0312023 | Time: 4707.11 ms [2021-01-21 00:56:51 main:574] : INFO : Epoch 1597 | loss: 0.0312015 | val_loss: 0.0312072 | Time: 4864.77 ms [2021-01-21 00:56:55 main:574] : INFO : Epoch 1598 | loss: 0.0312005 | val_loss: 0.0311923 | Time: 4444.34 ms [2021-01-21 00:57:00 main:574] : INFO : Epoch 1599 | loss: 0.0312008 | val_loss: 0.0312057 | Time: 4505.06 ms [2021-01-21 00:57:05 main:574] : INFO : Epoch 1600 | loss: 0.0312111 | val_loss: 0.0311923 | Time: 4934.61 ms [2021-01-21 00:57:10 main:574] : INFO : Epoch 1601 | loss: 0.0312108 | val_loss: 0.0311936 | Time: 4695.62 ms [2021-01-21 00:57:15 main:574] : INFO : Epoch 1602 | loss: 0.0311974 | val_loss: 0.0311921 | Time: 4897.26 ms [2021-01-21 00:57:20 main:574] : INFO : Epoch 1603 | loss: 0.0311975 | val_loss: 0.0311919 | Time: 4507.13 ms [2021-01-21 00:57:25 main:574] : INFO : Epoch 1604 | loss: 0.0312017 | val_loss: 0.0311925 | Time: 4899.51 ms [2021-01-21 00:57:30 main:574] : INFO : Epoch 1605 | loss: 0.0312046 | val_loss: 0.0311944 | Time: 4963.53 ms [2021-01-21 00:57:35 main:574] : INFO : Epoch 1606 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 4989.98 ms [2021-01-21 00:57:40 main:574] : INFO : Epoch 1607 | loss: 0.031203 | val_loss: 0.0311932 | Time: 4828.89 ms [2021-01-21 00:57:44 main:574] : INFO : Epoch 1608 | loss: 0.0312197 | val_loss: 0.0311947 | Time: 4387.55 ms [2021-01-21 00:57:49 main:574] : INFO : Epoch 1609 | loss: 0.031214 | val_loss: 0.0312068 | Time: 4638.44 ms [2021-01-21 00:57:54 main:574] : INFO : Epoch 1610 | loss: 0.0312015 | val_loss: 0.0311975 | Time: 4871.72 ms [2021-01-21 00:57:59 main:574] : INFO : Epoch 1611 | loss: 0.0312046 | val_loss: 0.0311991 | Time: 4917.69 ms [2021-01-21 00:58:04 main:574] : INFO : Epoch 1612 | loss: 0.0311982 | val_loss: 0.0311907 | Time: 4952.56 ms [2021-01-21 00:58:09 main:574] : INFO : Epoch 1613 | loss: 0.0311942 | val_loss: 0.0311875 | Time: 4872.32 ms [2021-01-21 00:58:14 main:574] : INFO : Epoch 1614 | loss: 0.0311928 | val_loss: 0.0311882 | Time: 5026.26 ms [2021-01-21 00:58:19 main:574] : INFO : Epoch 1615 | loss: 0.0311929 | val_loss: 0.0311876 | Time: 4528.26 ms [2021-01-21 00:58:24 main:574] : INFO : Epoch 1616 | loss: 0.0311925 | val_loss: 0.031192 | Time: 4677.94 ms [2021-01-21 00:58:29 main:574] : INFO : Epoch 1617 | loss: 0.031196 | val_loss: 0.0312098 | Time: 4962.58 ms [2021-01-21 00:58:34 main:574] : INFO : Epoch 1618 | loss: 0.031197 | val_loss: 0.0311949 | Time: 4953.77 ms [2021-01-21 00:58:39 main:574] : INFO : Epoch 1619 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 4999 ms [2021-01-21 00:58:44 main:574] : INFO : Epoch 1620 | loss: 0.0311983 | val_loss: 0.0311863 | Time: 4907.39 ms [2021-01-21 00:58:49 main:574] : INFO : Epoch 1621 | loss: 0.0311915 | val_loss: 0.0311855 | Time: 4863.64 ms [2021-01-21 00:58:54 main:574] : INFO : Epoch 1622 | loss: 0.0311897 | val_loss: 0.0311851 | Time: 4726.67 ms [2021-01-21 00:58:59 main:574] : INFO : Epoch 1623 | loss: 0.0311936 | val_loss: 0.0311872 | Time: 4754.14 ms [2021-01-21 00:59:04 main:574] : INFO : Epoch 1624 | loss: 0.0311958 | val_loss: 0.0312046 | Time: 4493.05 ms [2021-01-21 00:59:09 main:574] : INFO : Epoch 1625 | loss: 0.0311926 | val_loss: 0.0311846 | Time: 4828.54 ms [2021-01-21 00:59:14 main:574] : INFO : Epoch 1626 | loss: 0.0311999 | val_loss: 0.0311896 | Time: 4835.85 ms [2021-01-21 00:59:19 main:574] : INFO : Epoch 1627 | loss: 0.0311952 | val_loss: 0.0311882 | Time: 4916.81 ms [2021-01-21 00:59:23 main:574] : INFO : Epoch 1628 | loss: 0.0311925 | val_loss: 0.0312076 | Time: 4839.76 ms [2021-01-21 00:59:29 main:574] : INFO : Epoch 1629 | loss: 0.0311954 | val_loss: 0.0311925 | Time: 5020.75 ms [2021-01-21 00:59:33 main:574] : INFO : Epoch 1630 | loss: 0.0311942 | val_loss: 0.0312125 | Time: 4726.54 ms [2021-01-21 00:59:39 main:574] : INFO : Epoch 1631 | loss: 0.0311956 | val_loss: 0.0311837 | Time: 5036.61 ms [2021-01-21 00:59:44 main:574] : INFO : Epoch 1632 | loss: 0.0311897 | val_loss: 0.031189 | Time: 4937.44 ms [2021-01-21 00:59:49 main:574] : INFO : Epoch 1633 | loss: 0.0311955 | val_loss: 0.0311969 | Time: 5094.65 ms [2021-01-21 00:59:54 main:574] : INFO : Epoch 1634 | loss: 0.0312048 | val_loss: 0.0312047 | Time: 4871.2 ms [2021-01-21 00:59:58 main:574] : INFO : Epoch 1635 | loss: 0.0311961 | val_loss: 0.0311893 | Time: 4508.6 ms [2021-01-21 01:00:03 main:574] : INFO : Epoch 1636 | loss: 0.0311917 | val_loss: 0.031183 | Time: 4561.04 ms [2021-01-21 01:00:08 main:574] : INFO : Epoch 1637 | loss: 0.0311954 | val_loss: 0.0311851 | Time: 4768.48 ms [2021-01-21 01:00:13 main:574] : INFO : Epoch 1638 | loss: 0.0311951 | val_loss: 0.0312029 | Time: 5125.63 ms [2021-01-21 01:00:18 main:574] : INFO : Epoch 1639 | loss: 0.0311921 | val_loss: 0.0312042 | Time: 4857.57 ms [2021-01-21 01:00:23 main:574] : INFO : Epoch 1640 | loss: 0.0311943 | val_loss: 0.0312048 | Time: 4947.89 ms [2021-01-21 01:00:28 main:574] : INFO : Epoch 1641 | loss: 0.031195 | val_loss: 0.0311826 | Time: 4616.39 ms [2021-01-21 01:00:33 main:574] : INFO : Epoch 1642 | loss: 0.0311877 | val_loss: 0.031187 | Time: 4673.4 ms [2021-01-21 01:00:38 main:574] : INFO : Epoch 1643 | loss: 0.0311899 | val_loss: 0.0311818 | Time: 4758.07 ms [2021-01-21 01:00:42 main:574] : INFO : Epoch 1644 | loss: 0.0311893 | val_loss: 0.0311935 | Time: 4417.62 ms [2021-01-21 01:00:47 main:574] : INFO : Epoch 1645 | loss: 0.0311884 | val_loss: 0.0311816 | Time: 4961.95 ms [2021-01-21 01:00:52 main:574] : INFO : Epoch 1646 | loss: 0.0311909 | val_loss: 0.0311806 | Time: 4776.68 ms [2021-01-21 01:00:57 main:574] : INFO : Epoch 1647 | loss: 0.0311858 | val_loss: 0.0311824 | Time: 4863.19 ms [2021-01-21 01:01:02 main:574] : INFO : Epoch 1648 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 4345.88 ms [2021-01-21 01:01:07 main:574] : INFO : Epoch 1649 | loss: 0.0311907 | val_loss: 0.0311932 | Time: 5033.93 ms [2021-01-21 01:01:11 main:574] : INFO : Epoch 1650 | loss: 0.0311876 | val_loss: 0.0311806 | Time: 4312.88 ms [2021-01-21 01:01:16 main:574] : INFO : Epoch 1651 | loss: 0.0311842 | val_loss: 0.0311794 | Time: 4754.5 ms [2021-01-21 01:01:22 main:574] : INFO : Epoch 1652 | loss: 0.0311926 | val_loss: 0.0311959 | Time: 4964.94 ms [2021-01-21 01:01:27 main:574] : INFO : Epoch 1653 | loss: 0.0311892 | val_loss: 0.0311799 | Time: 4801.78 ms [2021-01-21 01:01:31 main:574] : INFO : Epoch 1654 | loss: 0.0311857 | val_loss: 0.0311805 | Time: 4464.8 ms [2021-01-21 01:01:37 main:574] : INFO : Epoch 1655 | loss: 0.031203 | val_loss: 0.031182 | Time: 5059 ms [2021-01-21 01:01:41 main:574] : INFO : Epoch 1656 | loss: 0.0311906 | val_loss: 0.0311807 | Time: 4346.39 ms [2021-01-21 01:01:46 main:574] : INFO : Epoch 1657 | loss: 0.0311846 | val_loss: 0.0311786 | Time: 4882.09 ms [2021-01-21 01:01:51 main:574] : INFO : Epoch 1658 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 4584.43 ms [2021-01-21 01:01:56 main:574] : INFO : Epoch 1659 | loss: 0.0311877 | val_loss: 0.031209 | Time: 4739.93 ms [2021-01-21 01:02:01 main:574] : INFO : Epoch 1660 | loss: 0.0311868 | val_loss: 0.031178 | Time: 4908.83 ms [2021-01-21 01:02:06 main:574] : INFO : Epoch 1661 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 4558.44 ms [2021-01-21 01:02:10 main:574] : INFO : Epoch 1662 | loss: 0.0311871 | val_loss: 0.0311771 | Time: 4813.9 ms [2021-01-21 01:02:15 main:574] : INFO : Epoch 1663 | loss: 0.0311911 | val_loss: 0.031188 | Time: 4573.84 ms [2021-01-21 01:02:20 main:574] : INFO : Epoch 1664 | loss: 0.0311823 | val_loss: 0.0311768 | Time: 4317.76 ms [2021-01-21 01:02:25 main:574] : INFO : Epoch 1665 | loss: 0.0311827 | val_loss: 0.031177 | Time: 4862.85 ms [2021-01-21 01:02:29 main:574] : INFO : Epoch 1666 | loss: 0.0311831 | val_loss: 0.031176 | Time: 4876.6 ms [2021-01-21 01:02:34 main:574] : INFO : Epoch 1667 | loss: 0.0311851 | val_loss: 0.0311756 | Time: 4898.68 ms [2021-01-21 01:02:39 main:574] : INFO : Epoch 1668 | loss: 0.0311844 | val_loss: 0.0311752 | Time: 4433.88 ms [2021-01-21 01:02:44 main:574] : INFO : Epoch 1669 | loss: 0.0311868 | val_loss: 0.0311755 | Time: 4961.44 ms [2021-01-21 01:02:49 main:574] : INFO : Epoch 1670 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 4973.84 ms [2021-01-21 01:02:54 main:574] : INFO : Epoch 1671 | loss: 0.0311903 | val_loss: 0.0311949 | Time: 4413.87 ms [2021-01-21 01:02:58 main:574] : INFO : Epoch 1672 | loss: 0.0311848 | val_loss: 0.0311947 | Time: 4598.36 ms [2021-01-21 01:03:03 main:574] : INFO : Epoch 1673 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 4717.41 ms [2021-01-21 01:03:08 main:574] : INFO : Epoch 1674 | loss: 0.0311906 | val_loss: 0.0311896 | Time: 4522.18 ms [2021-01-21 01:03:13 main:574] : INFO : Epoch 1675 | loss: 0.0311841 | val_loss: 0.0311792 | Time: 4885.21 ms [2021-01-21 01:03:18 main:574] : INFO : Epoch 1676 | loss: 0.0311818 | val_loss: 0.0311773 | Time: 4844.41 ms [2021-01-21 01:03:23 main:574] : INFO : Epoch 1677 | loss: 0.0311927 | val_loss: 0.0311848 | Time: 4831 ms [2021-01-21 01:03:28 main:574] : INFO : Epoch 1678 | loss: 0.0312091 | val_loss: 0.0311836 | Time: 4915.17 ms [2021-01-21 01:03:32 main:574] : INFO : Epoch 1679 | loss: 0.0311837 | val_loss: 0.0311765 | Time: 4515.77 ms [2021-01-21 01:03:37 main:574] : INFO : Epoch 1680 | loss: 0.031181 | val_loss: 0.0311743 | Time: 4500.48 ms [2021-01-21 01:03:42 main:574] : INFO : Epoch 1681 | loss: 0.0311811 | val_loss: 0.0311742 | Time: 4661.35 ms [2021-01-21 01:03:47 main:574] : INFO : Epoch 1682 | loss: 0.0311836 | val_loss: 0.031174 | Time: 4827.77 ms [2021-01-21 01:03:52 main:574] : INFO : Epoch 1683 | loss: 0.0311817 | val_loss: 0.0311737 | Time: 5119.26 ms [2021-01-21 01:03:57 main:574] : INFO : Epoch 1684 | loss: 0.0311778 | val_loss: 0.0311735 | Time: 4786.93 ms [2021-01-21 01:04:02 main:574] : INFO : Epoch 1685 | loss: 0.0311814 | val_loss: 0.0311739 | Time: 4929.72 ms [2021-01-21 01:04:07 main:574] : INFO : Epoch 1686 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 4922.91 ms [2021-01-21 01:04:12 main:574] : INFO : Epoch 1687 | loss: 0.0311846 | val_loss: 0.031201 | Time: 4908.01 ms [2021-01-21 01:04:17 main:574] : INFO : Epoch 1688 | loss: 0.0311833 | val_loss: 0.031187 | Time: 4855.61 ms [2021-01-21 01:04:22 main:574] : INFO : Epoch 1689 | loss: 0.0311859 | val_loss: 0.031197 | Time: 4721.32 ms [2021-01-21 01:04:27 main:574] : INFO : Epoch 1690 | loss: 0.0311879 | val_loss: 0.0311819 | Time: 4858.6 ms [2021-01-21 01:04:31 main:574] : INFO : Epoch 1691 | loss: 0.0311795 | val_loss: 0.0311885 | Time: 4753.52 ms [2021-01-21 01:04:36 main:574] : INFO : Epoch 1692 | loss: 0.0311883 | val_loss: 0.0311982 | Time: 4653.84 ms [2021-01-21 01:04:41 main:574] : INFO : Epoch 1693 | loss: 0.0311864 | val_loss: 0.0311976 | Time: 4951.35 ms [2021-01-21 01:04:46 main:574] : INFO : Epoch 1694 | loss: 0.0311932 | val_loss: 0.0311799 | Time: 5123.28 ms [2021-01-21 01:04:51 main:574] : INFO : Epoch 1695 | loss: 0.0311893 | val_loss: 0.0311879 | Time: 4836.2 ms [2021-01-21 01:04:56 main:574] : INFO : Epoch 1696 | loss: 0.0311825 | val_loss: 0.0311756 | Time: 4666.82 ms [2021-01-21 01:05:01 main:574] : INFO : Epoch 1697 | loss: 0.0311841 | val_loss: 0.0311769 | Time: 4992.93 ms [2021-01-21 01:05:06 main:574] : INFO : Epoch 1698 | loss: 0.0311841 | val_loss: 0.0311816 | Time: 4586.45 ms [2021-01-21 01:05:11 main:574] : INFO : Epoch 1699 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 4909.04 ms [2021-01-21 01:05:16 main:574] : INFO : Epoch 1700 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 4918.13 ms [2021-01-21 01:05:21 main:574] : INFO : Epoch 1701 | loss: 0.0311757 | val_loss: 0.0311725 | Time: 4761.01 ms [2021-01-21 01:05:26 main:574] : INFO : Epoch 1702 | loss: 0.0311759 | val_loss: 0.0311715 | Time: 4907.06 ms [2021-01-21 01:05:31 main:574] : INFO : Epoch 1703 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 4925.23 ms [2021-01-21 01:05:36 main:574] : INFO : Epoch 1704 | loss: 0.0311741 | val_loss: 0.0311897 | Time: 4488.06 ms [2021-01-21 01:05:41 main:574] : INFO : Epoch 1705 | loss: 0.0311927 | val_loss: 0.0311897 | Time: 4899.99 ms [2021-01-21 01:05:46 main:574] : INFO : Epoch 1706 | loss: 0.0311904 | val_loss: 0.0312129 | Time: 4897.17 ms [2021-01-21 01:05:51 main:574] : INFO : Epoch 1707 | loss: 0.0311838 | val_loss: 0.031176 | Time: 4809.74 ms [2021-01-21 01:05:56 main:574] : INFO : Epoch 1708 | loss: 0.0311853 | val_loss: 0.0311726 | Time: 4617.42 ms [2021-01-21 01:06:00 main:574] : INFO : Epoch 1709 | loss: 0.0311824 | val_loss: 0.0311998 | Time: 4557.59 ms [2021-01-21 01:06:05 main:574] : INFO : Epoch 1710 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 4848.26 ms [2021-01-21 01:06:10 main:574] : INFO : Epoch 1711 | loss: 0.031173 | val_loss: 0.0311765 | Time: 4746.29 ms [2021-01-21 01:06:15 main:574] : INFO : Epoch 1712 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 4666.22 ms [2021-01-21 01:06:20 main:574] : INFO : Epoch 1713 | loss: 0.0311732 | val_loss: 0.0311704 | Time: 4866.61 ms [2021-01-21 01:06:24 main:574] : INFO : Epoch 1714 | loss: 0.0311701 | val_loss: 0.0311698 | Time: 4558.79 ms [2021-01-21 01:06:29 main:574] : INFO : Epoch 1715 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 4630.99 ms [2021-01-21 01:06:34 main:574] : INFO : Epoch 1716 | loss: 0.0311762 | val_loss: 0.0311915 | Time: 4847.12 ms [2021-01-21 01:06:39 main:574] : INFO : Epoch 1717 | loss: 0.0311758 | val_loss: 0.0311704 | Time: 4695.43 ms [2021-01-21 01:06:44 main:574] : INFO : Epoch 1718 | loss: 0.0311684 | val_loss: 0.0312074 | Time: 4631.93 ms [2021-01-21 01:06:49 main:574] : INFO : Epoch 1719 | loss: 0.0311776 | val_loss: 0.0311904 | Time: 5068.35 ms [2021-01-21 01:06:54 main:574] : INFO : Epoch 1720 | loss: 0.0311718 | val_loss: 0.0312085 | Time: 4838.12 ms [2021-01-21 01:06:59 main:574] : INFO : Epoch 1721 | loss: 0.0311905 | val_loss: 0.0311743 | Time: 4919.1 ms [2021-01-21 01:07:03 main:574] : INFO : Epoch 1722 | loss: 0.0311763 | val_loss: 0.0311728 | Time: 4574.56 ms [2021-01-21 01:07:08 main:574] : INFO : Epoch 1723 | loss: 0.0311747 | val_loss: 0.0311715 | Time: 4779.66 ms [2021-01-21 01:07:13 main:574] : INFO : Epoch 1724 | loss: 0.0311877 | val_loss: 0.0311745 | Time: 4967.81 ms [2021-01-21 01:07:18 main:574] : INFO : Epoch 1725 | loss: 0.031179 | val_loss: 0.0311699 | Time: 4837.06 ms [2021-01-21 01:07:23 main:574] : INFO : Epoch 1726 | loss: 0.0311659 | val_loss: 0.0311711 | Time: 4506.51 ms [2021-01-21 01:07:28 main:574] : INFO : Epoch 1727 | loss: 0.0311643 | val_loss: 0.0311906 | Time: 4616.83 ms [2021-01-21 01:07:32 main:574] : INFO : Epoch 1728 | loss: 0.0311824 | val_loss: 0.0311999 | Time: 4523.35 ms [2021-01-21 01:07:37 main:574] : INFO : Epoch 1729 | loss: 0.0311751 | val_loss: 0.0311675 | Time: 4576.4 ms [2021-01-21 01:07:42 main:574] : INFO : Epoch 1730 | loss: 0.0311817 | val_loss: 0.0312003 | Time: 4720.98 ms [2021-01-21 01:07:47 main:574] : INFO : Epoch 1731 | loss: 0.0311766 | val_loss: 0.0311691 | Time: 4922.8 ms [2021-01-21 01:07:52 main:574] : INFO : Epoch 1732 | loss: 0.0311617 | val_loss: 0.0311714 | Time: 4953.65 ms [2021-01-21 01:07:57 main:574] : INFO : Epoch 1733 | loss: 0.0311658 | val_loss: 0.0312107 | Time: 4729.79 ms [2021-01-21 01:08:02 main:574] : INFO : Epoch 1734 | loss: 0.0311733 | val_loss: 0.0311675 | Time: 4937.06 ms [2021-01-21 01:08:07 main:574] : INFO : Epoch 1735 | loss: 0.0311656 | val_loss: 0.0311666 | Time: 4585.97 ms [2021-01-21 01:08:12 main:574] : INFO : Epoch 1736 | loss: 0.0311604 | val_loss: 0.0311795 | Time: 4870.77 ms [2021-01-21 01:08:17 main:574] : INFO : Epoch 1737 | loss: 0.0311625 | val_loss: 0.0311691 | Time: 4962.88 ms [2021-01-21 01:08:22 main:574] : INFO : Epoch 1738 | loss: 0.0311609 | val_loss: 0.0311645 | Time: 4810.5 ms [2021-01-21 01:08:27 main:574] : INFO : Epoch 1739 | loss: 0.0311641 | val_loss: 0.031198 | Time: 4948.8 ms [2021-01-21 01:08:31 main:574] : INFO : Epoch 1740 | loss: 0.0311803 | val_loss: 0.0311716 | Time: 4583.78 ms [2021-01-21 01:08:36 main:574] : INFO : Epoch 1741 | loss: 0.0311645 | val_loss: 0.0311668 | Time: 4822.74 ms [2021-01-21 01:08:41 main:574] : INFO : Epoch 1742 | loss: 0.031171 | val_loss: 0.0311698 | Time: 4475.4 ms [2021-01-21 01:08:46 main:574] : INFO : Epoch 1743 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 4986.7 ms [2021-01-21 01:08:51 main:574] : INFO : Epoch 1744 | loss: 0.0311748 | val_loss: 0.031172 | Time: 4891.34 ms [2021-01-21 01:08:56 main:574] : INFO : Epoch 1745 | loss: 0.0311678 | val_loss: 0.0311661 | Time: 4880.75 ms [2021-01-21 01:09:01 main:574] : INFO : Epoch 1746 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 4861.12 ms [2021-01-21 01:09:06 main:574] : INFO : Epoch 1747 | loss: 0.0311557 | val_loss: 0.0311645 | Time: 4732.67 ms [2021-01-21 01:09:11 main:574] : INFO : Epoch 1748 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 4921.38 ms [2021-01-21 01:09:16 main:574] : INFO : Epoch 1749 | loss: 0.0311597 | val_loss: 0.0311709 | Time: 4883.97 ms [2021-01-21 01:09:21 main:574] : INFO : Epoch 1750 | loss: 0.0311627 | val_loss: 0.0311659 | Time: 4369.66 ms [2021-01-21 01:09:25 main:574] : INFO : Epoch 1751 | loss: 0.0311578 | val_loss: 0.0311769 | Time: 4517.05 ms [2021-01-21 01:09:30 main:574] : INFO : Epoch 1752 | loss: 0.0311605 | val_loss: 0.031167 | Time: 4963.51 ms [2021-01-21 01:09:35 main:574] : INFO : Epoch 1753 | loss: 0.0311791 | val_loss: 0.0311701 | Time: 4601.95 ms [2021-01-21 01:09:40 main:574] : INFO : Epoch 1754 | loss: 0.0311819 | val_loss: 0.0311809 | Time: 4771.64 ms [2021-01-21 01:09:45 main:574] : INFO : Epoch 1755 | loss: 0.031162 | val_loss: 0.0311764 | Time: 4775 ms [2021-01-21 01:09:49 main:574] : INFO : Epoch 1756 | loss: 0.0311562 | val_loss: 0.0311644 | Time: 4583.46 ms [2021-01-21 01:09:54 main:574] : INFO : Epoch 1757 | loss: 0.0311544 | val_loss: 0.0311742 | Time: 4884.21 ms [2021-01-21 01:09:59 main:574] : INFO : Epoch 1758 | loss: 0.0311545 | val_loss: 0.0311713 | Time: 4495.91 ms [2021-01-21 01:10:04 main:574] : INFO : Epoch 1759 | loss: 0.0311537 | val_loss: 0.0311659 | Time: 4680.74 ms [2021-01-21 01:10:09 main:574] : INFO : Epoch 1760 | loss: 0.031154 | val_loss: 0.0311637 | Time: 5062.87 ms [2021-01-21 01:10:13 main:574] : INFO : Epoch 1761 | loss: 0.03116 | val_loss: 0.0311798 | Time: 4497.92 ms [2021-01-21 01:10:18 main:574] : INFO : Epoch 1762 | loss: 0.0311599 | val_loss: 0.0311794 | Time: 4532.63 ms [2021-01-21 01:10:23 main:574] : INFO : Epoch 1763 | loss: 0.0311575 | val_loss: 0.0311843 | Time: 4772.95 ms [2021-01-21 01:10:28 main:574] : INFO : Epoch 1764 | loss: 0.0311516 | val_loss: 0.0311695 | Time: 4763.87 ms [2021-01-21 01:10:33 main:574] : INFO : Epoch 1765 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 4612.95 ms [2021-01-21 01:10:37 main:574] : INFO : Epoch 1766 | loss: 0.0311533 | val_loss: 0.0311743 | Time: 4537.1 ms [2021-01-21 01:10:42 main:574] : INFO : Epoch 1767 | loss: 0.0311591 | val_loss: 0.0311988 | Time: 4604.58 ms [2021-01-21 01:10:47 main:574] : INFO : Epoch 1768 | loss: 0.0311672 | val_loss: 0.0311703 | Time: 4874.03 ms [2021-01-21 01:10:52 main:574] : INFO : Epoch 1769 | loss: 0.0311605 | val_loss: 0.0311887 | Time: 4792.03 ms [2021-01-21 01:10:57 main:574] : INFO : Epoch 1770 | loss: 0.0311572 | val_loss: 0.0311835 | Time: 4778.8 ms [2021-01-21 01:11:01 main:574] : INFO : Epoch 1771 | loss: 0.0311576 | val_loss: 0.0311783 | Time: 4686.17 ms [2021-01-21 01:11:06 main:574] : INFO : Epoch 1772 | loss: 0.0311609 | val_loss: 0.0311863 | Time: 4834.85 ms [2021-01-21 01:11:11 main:574] : INFO : Epoch 1773 | loss: 0.0311547 | val_loss: 0.0311703 | Time: 4828.87 ms [2021-01-21 01:11:16 main:574] : INFO : Epoch 1774 | loss: 0.0311527 | val_loss: 0.0311707 | Time: 4994.17 ms [2021-01-21 01:11:21 main:574] : INFO : Epoch 1775 | loss: 0.03115 | val_loss: 0.0311963 | Time: 4903.63 ms [2021-01-21 01:11:26 main:574] : INFO : Epoch 1776 | loss: 0.0311586 | val_loss: 0.0311663 | Time: 4790.91 ms [2021-01-21 01:11:31 main:574] : INFO : Epoch 1777 | loss: 0.0311487 | val_loss: 0.0311709 | Time: 4946.04 ms [2021-01-21 01:11:36 main:574] : INFO : Epoch 1778 | loss: 0.0311478 | val_loss: 0.0311639 | Time: 4873.23 ms [2021-01-21 01:11:41 main:574] : INFO : Epoch 1779 | loss: 0.031146 | val_loss: 0.031167 | Time: 4596.17 ms [2021-01-21 01:11:46 main:574] : INFO : Epoch 1780 | loss: 0.0311472 | val_loss: 0.0311735 | Time: 5042.33 ms [2021-01-21 01:11:51 main:574] : INFO : Epoch 1781 | loss: 0.0311536 | val_loss: 0.0311695 | Time: 4989.92 ms [2021-01-21 01:11:56 main:574] : INFO : Epoch 1782 | loss: 0.03115 | val_loss: 0.0311778 | Time: 4610.3 ms [2021-01-21 01:12:01 main:574] : INFO : Epoch 1783 | loss: 0.0311484 | val_loss: 0.0311718 | Time: 4653.16 ms [2021-01-21 01:12:05 main:574] : INFO : Epoch 1784 | loss: 0.031148 | val_loss: 0.031172 | Time: 4548.55 ms [2021-01-21 01:12:10 main:574] : INFO : Epoch 1785 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 4902.91 ms [2021-01-21 01:12:15 main:574] : INFO : Epoch 1786 | loss: 0.031153 | val_loss: 0.0311672 | Time: 4637.38 ms [2021-01-21 01:12:20 main:574] : INFO : Epoch 1787 | loss: 0.0311465 | val_loss: 0.0311723 | Time: 4462.76 ms [2021-01-21 01:12:24 main:574] : INFO : Epoch 1788 | loss: 0.0311458 | val_loss: 0.0311768 | Time: 4578.23 ms [2021-01-21 01:12:29 main:574] : INFO : Epoch 1789 | loss: 0.031148 | val_loss: 0.0311662 | Time: 4763.99 ms [2021-01-21 01:12:34 main:574] : INFO : Epoch 1790 | loss: 0.0311449 | val_loss: 0.0311657 | Time: 4741.2 ms [2021-01-21 01:12:39 main:574] : INFO : Epoch 1791 | loss: 0.0311466 | val_loss: 0.0311646 | Time: 4933.08 ms [2021-01-21 01:12:44 main:574] : INFO : Epoch 1792 | loss: 0.0311562 | val_loss: 0.0311902 | Time: 4873.48 ms [2021-01-21 01:12:49 main:574] : INFO : Epoch 1793 | loss: 0.0311638 | val_loss: 0.0311677 | Time: 4579.81 ms [2021-01-21 01:12:53 main:574] : INFO : Epoch 1794 | loss: 0.0311625 | val_loss: 0.0311897 | Time: 4531.92 ms [2021-01-21 01:12:58 main:574] : INFO : Epoch 1795 | loss: 0.0311616 | val_loss: 0.0311767 | Time: 4360.48 ms [2021-01-21 01:13:03 main:574] : INFO : Epoch 1796 | loss: 0.0311522 | val_loss: 0.0311716 | Time: 4857.17 ms [2021-01-21 01:13:08 main:574] : INFO : Epoch 1797 | loss: 0.0311451 | val_loss: 0.0311655 | Time: 5014.82 ms [2021-01-21 01:13:13 main:574] : INFO : Epoch 1798 | loss: 0.0311505 | val_loss: 0.0311683 | Time: 4631.13 ms [2021-01-21 01:13:18 main:574] : INFO : Epoch 1799 | loss: 0.0311447 | val_loss: 0.0311752 | Time: 4382.73 ms [2021-01-21 01:13:22 main:574] : INFO : Epoch 1800 | loss: 0.0311491 | val_loss: 0.0311788 | Time: 4453.81 ms [2021-01-21 01:13:27 main:574] : INFO : Epoch 1801 | loss: 0.0311499 | val_loss: 0.0311696 | Time: 4466.3 ms [2021-01-21 01:13:32 main:574] : INFO : Epoch 1802 | loss: 0.0311433 | val_loss: 0.0311784 | Time: 4834.66 ms [2021-01-21 01:13:37 main:574] : INFO : Epoch 1803 | loss: 0.0311526 | val_loss: 0.031176 | Time: 4976.8 ms [2021-01-21 01:13:43 main:574] : INFO : Epoch 1804 | loss: 0.0311463 | val_loss: 0.0311681 | Time: 4890.04 ms [2021-01-21 01:13:48 main:574] : INFO : Epoch 1805 | loss: 0.0311415 | val_loss: 0.0311719 | Time: 4917.16 ms [2021-01-21 01:13:52 main:574] : INFO : Epoch 1806 | loss: 0.0311438 | val_loss: 0.0311684 | Time: 4683.97 ms [2021-01-21 01:13:58 main:574] : INFO : Epoch 1807 | loss: 0.0311552 | val_loss: 0.0311671 | Time: 4937.24 ms [2021-01-21 01:14:03 main:574] : INFO : Epoch 1808 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 4834.85 ms [2021-01-21 01:14:08 main:574] : INFO : Epoch 1809 | loss: 0.0311493 | val_loss: 0.0311768 | Time: 4880.99 ms [2021-01-21 01:14:12 main:574] : INFO : Epoch 1810 | loss: 0.0311454 | val_loss: 0.0311681 | Time: 4541.81 ms [2021-01-21 01:14:17 main:574] : INFO : Epoch 1811 | loss: 0.0311429 | val_loss: 0.0311688 | Time: 4808.22 ms [2021-01-21 01:14:22 main:574] : INFO : Epoch 1812 | loss: 0.0311421 | val_loss: 0.0311787 | Time: 4560.95 ms [2021-01-21 01:14:27 main:574] : INFO : Epoch 1813 | loss: 0.031146 | val_loss: 0.0311682 | Time: 4779.32 ms [2021-01-21 01:14:32 main:574] : INFO : Epoch 1814 | loss: 0.0311438 | val_loss: 0.0311687 | Time: 5009.07 ms [2021-01-21 01:14:37 main:574] : INFO : Epoch 1815 | loss: 0.0311406 | val_loss: 0.031171 | Time: 4743.14 ms [2021-01-21 01:14:42 main:574] : INFO : Epoch 1816 | loss: 0.0311474 | val_loss: 0.0311737 | Time: 4957.16 ms [2021-01-21 01:14:47 main:574] : INFO : Epoch 1817 | loss: 0.0311496 | val_loss: 0.0311682 | Time: 4800.45 ms [2021-01-21 01:14:52 main:574] : INFO : Epoch 1818 | loss: 0.031145 | val_loss: 0.0311925 | Time: 4885.03 ms [2021-01-21 01:14:57 main:574] : INFO : Epoch 1819 | loss: 0.03115 | val_loss: 0.0311728 | Time: 5098.72 ms [2021-01-21 01:15:02 main:574] : INFO : Epoch 1820 | loss: 0.03114 | val_loss: 0.0311687 | Time: 4863.31 ms [2021-01-21 01:15:07 main:574] : INFO : Epoch 1821 | loss: 0.0311398 | val_loss: 0.031167 | Time: 4505.16 ms [2021-01-21 01:15:12 main:574] : INFO : Epoch 1822 | loss: 0.0311392 | val_loss: 0.0311697 | Time: 4846.55 ms [2021-01-21 01:15:17 main:574] : INFO : Epoch 1823 | loss: 0.0311465 | val_loss: 0.0311906 | Time: 5119.13 ms [2021-01-21 01:15:21 main:574] : INFO : Epoch 1824 | loss: 0.0311539 | val_loss: 0.0311806 | Time: 4485.39 ms [2021-01-21 01:15:27 main:574] : INFO : Epoch 1825 | loss: 0.0311471 | val_loss: 0.031178 | Time: 4951.17 ms [2021-01-21 01:15:31 main:574] : INFO : Epoch 1826 | loss: 0.0311454 | val_loss: 0.0311718 | Time: 4637.81 ms [2021-01-21 01:15:36 main:574] : INFO : Epoch 1827 | loss: 0.0311486 | val_loss: 0.0311957 | Time: 4793.5 ms [2021-01-21 01:15:41 main:574] : INFO : Epoch 1828 | loss: 0.0311529 | val_loss: 0.031172 | Time: 4678.77 ms [2021-01-21 01:15:46 main:574] : INFO : Epoch 1829 | loss: 0.0311439 | val_loss: 0.0311689 | Time: 4913.2 ms [2021-01-21 01:15:51 main:574] : INFO : Epoch 1830 | loss: 0.0311413 | val_loss: 0.0311739 | Time: 4934.68 ms [2021-01-21 01:15:56 main:574] : INFO : Epoch 1831 | loss: 0.0311407 | val_loss: 0.0311745 | Time: 4494.05 ms [2021-01-21 01:16:01 main:574] : INFO : Epoch 1832 | loss: 0.0311438 | val_loss: 0.0311689 | Time: 4899.61 ms [2021-01-21 01:16:05 main:574] : INFO : Epoch 1833 | loss: 0.0311416 | val_loss: 0.0311661 | Time: 4785.8 ms [2021-01-21 01:16:10 main:574] : INFO : Epoch 1834 | loss: 0.0311431 | val_loss: 0.0311758 | Time: 4636.01 ms [2021-01-21 01:16:15 main:574] : INFO : Epoch 1835 | loss: 0.0311478 | val_loss: 0.0311824 | Time: 5035.19 ms [2021-01-21 01:16:21 main:574] : INFO : Epoch 1836 | loss: 0.0311433 | val_loss: 0.0311728 | Time: 5036.23 ms [2021-01-21 01:16:26 main:574] : INFO : Epoch 1837 | loss: 0.0311461 | val_loss: 0.031175 | Time: 4913.03 ms [2021-01-21 01:16:30 main:574] : INFO : Epoch 1838 | loss: 0.0311465 | val_loss: 0.0311698 | Time: 4824.65 ms [2021-01-21 01:16:35 main:574] : INFO : Epoch 1839 | loss: 0.0311424 | val_loss: 0.0311666 | Time: 4618.51 ms [2021-01-21 01:16:40 main:574] : INFO : Epoch 1840 | loss: 0.0311413 | val_loss: 0.0311779 | Time: 4869.43 ms [2021-01-21 01:16:45 main:574] : INFO : Epoch 1841 | loss: 0.0311387 | val_loss: 0.0311741 | Time: 4661.09 ms [2021-01-21 01:16:50 main:574] : INFO : Epoch 1842 | loss: 0.0311404 | val_loss: 0.0311696 | Time: 4653.69 ms [2021-01-21 01:16:55 main:574] : INFO : Epoch 1843 | loss: 0.0311359 | val_loss: 0.0311699 | Time: 4990.96 ms [2021-01-21 01:17:00 main:574] : INFO : Epoch 1844 | loss: 0.0311386 | val_loss: 0.0311881 | Time: 4677.96 ms [2021-01-21 01:17:04 main:574] : INFO : Epoch 1845 | loss: 0.031143 | val_loss: 0.0311709 | Time: 4474.04 ms [2021-01-21 01:17:09 main:574] : INFO : Epoch 1846 | loss: 0.0311446 | val_loss: 0.0311736 | Time: 4783.24 ms [2021-01-21 01:17:14 main:574] : INFO : Epoch 1847 | loss: 0.0311446 | val_loss: 0.0311719 | Time: 4583.53 ms [2021-01-21 01:17:19 main:574] : INFO : Epoch 1848 | loss: 0.0311415 | val_loss: 0.0311722 | Time: 4608.31 ms [2021-01-21 01:17:23 main:574] : INFO : Epoch 1849 | loss: 0.0311424 | val_loss: 0.0311796 | Time: 4426.51 ms [2021-01-21 01:17:28 main:574] : INFO : Epoch 1850 | loss: 0.0311426 | val_loss: 0.031173 | Time: 4542.09 ms [2021-01-21 01:17:32 main:574] : INFO : Epoch 1851 | loss: 0.0311426 | val_loss: 0.0311897 | Time: 4529.22 ms [2021-01-21 01:17:37 main:574] : INFO : Epoch 1852 | loss: 0.0311373 | val_loss: 0.031169 | Time: 4969.68 ms [2021-01-21 01:17:42 main:574] : INFO : Epoch 1853 | loss: 0.0311395 | val_loss: 0.031181 | Time: 4845.75 ms [2021-01-21 01:17:47 main:574] : INFO : Epoch 1854 | loss: 0.0311385 | val_loss: 0.0311771 | Time: 4895.07 ms [2021-01-21 01:17:52 main:574] : INFO : Epoch 1855 | loss: 0.0311387 | val_loss: 0.0311771 | Time: 4612.3 ms [2021-01-21 01:17:57 main:574] : INFO : Epoch 1856 | loss: 0.0311429 | val_loss: 0.0311711 | Time: 4537.59 ms [2021-01-21 01:18:02 main:574] : INFO : Epoch 1857 | loss: 0.0311403 | val_loss: 0.0311716 | Time: 4968.21 ms [2021-01-21 01:18:07 main:574] : INFO : Epoch 1858 | loss: 0.0311404 | val_loss: 0.0311679 | Time: 4943.07 ms [2021-01-21 01:18:12 main:574] : INFO : Epoch 1859 | loss: 0.0311373 | val_loss: 0.0311679 | Time: 4807.67 ms [2021-01-21 01:18:17 main:574] : INFO : Epoch 1860 | loss: 0.0311413 | val_loss: 0.03118 | Time: 4687 ms [2021-01-21 01:18:22 main:574] : INFO : Epoch 1861 | loss: 0.0311394 | val_loss: 0.0311798 | Time: 4828.69 ms [2021-01-21 01:18:27 main:574] : INFO : Epoch 1862 | loss: 0.0311367 | val_loss: 0.0311721 | Time: 4745.19 ms [2021-01-21 01:18:31 main:574] : INFO : Epoch 1863 | loss: 0.0311383 | val_loss: 0.0311704 | Time: 4721.97 ms [2021-01-21 01:18:36 main:574] : INFO : Epoch 1864 | loss: 0.031135 | val_loss: 0.0311708 | Time: 4872.89 ms [2021-01-21 01:18:41 main:574] : INFO : Epoch 1865 | loss: 0.0311367 | val_loss: 0.0311758 | Time: 4677.15 ms [2021-01-21 01:18:47 main:574] : INFO : Epoch 1866 | loss: 0.0311365 | val_loss: 0.0311667 | Time: 5295.76 ms [2021-01-21 01:18:52 main:574] : INFO : Epoch 1867 | loss: 0.0311328 | val_loss: 0.0311723 | Time: 5086.82 ms [2021-01-21 01:18:57 main:574] : INFO : Epoch 1868 | loss: 0.0311378 | val_loss: 0.0311738 | Time: 4799.97 ms [2021-01-21 01:19:02 main:574] : INFO : Epoch 1869 | loss: 0.0311342 | val_loss: 0.0311697 | Time: 4878.84 ms [2021-01-21 01:19:08 main:574] : INFO : Epoch 1870 | loss: 0.0311316 | val_loss: 0.0311731 | Time: 4972.86 ms [2021-01-21 01:19:15 main:574] : INFO : Epoch 1871 | loss: 0.0311329 | val_loss: 0.0311857 | Time: 4803.21 ms [2021-01-21 01:19:20 main:574] : INFO : Epoch 1872 | loss: 0.0311361 | val_loss: 0.0311684 | Time: 4421.27 ms [2021-01-21 01:19:27 main:574] : INFO : Epoch 1873 | loss: 0.0311324 | val_loss: 0.0311826 | Time: 4622.38 ms [2021-01-21 01:19:33 main:574] : INFO : Epoch 1874 | loss: 0.0311313 | val_loss: 0.0311717 | Time: 4644.03 ms [2021-01-21 01:19:39 main:574] : INFO : Epoch 1875 | loss: 0.0311343 | val_loss: 0.0311678 | Time: 4883.62 ms [2021-01-21 01:19:45 main:574] : INFO : Epoch 1876 | loss: 0.0311349 | val_loss: 0.0311731 | Time: 4531.82 ms [2021-01-21 01:19:51 main:574] : INFO : Epoch 1877 | loss: 0.0311381 | val_loss: 0.0311714 | Time: 4470.11 ms [2021-01-21 01:19:57 main:574] : INFO : Epoch 1878 | loss: 0.0311422 | val_loss: 0.0311682 | Time: 4757.11 ms [2021-01-21 01:20:04 main:574] : INFO : Epoch 1879 | loss: 0.0311419 | val_loss: 0.0311994 | Time: 4823.93 ms [2021-01-21 01:20:08 main:574] : INFO : Epoch 1880 | loss: 0.0311431 | val_loss: 0.0311834 | Time: 4377.12 ms [2021-01-21 01:20:13 main:574] : INFO : Epoch 1881 | loss: 0.0311369 | val_loss: 0.0311885 | Time: 4834.22 ms [2021-01-21 01:20:18 main:574] : INFO : Epoch 1882 | loss: 0.0311415 | val_loss: 0.0311817 | Time: 4691.5 ms [2021-01-21 01:20:23 main:574] : INFO : Epoch 1883 | loss: 0.0311338 | val_loss: 0.0311895 | Time: 4631.51 ms [2021-01-21 01:20:28 main:574] : INFO : Epoch 1884 | loss: 0.0311372 | val_loss: 0.0311815 | Time: 4501.99 ms [2021-01-21 01:20:33 main:574] : INFO : Epoch 1885 | loss: 0.0311342 | val_loss: 0.0311755 | Time: 4901.46 ms [2021-01-21 01:20:38 main:574] : INFO : Epoch 1886 | loss: 0.0311319 | val_loss: 0.0311743 | Time: 4711.56 ms [2021-01-21 01:20:43 main:574] : INFO : Epoch 1887 | loss: 0.0311306 | val_loss: 0.0311754 | Time: 4550 ms [2021-01-21 01:20:48 main:574] : INFO : Epoch 1888 | loss: 0.031129 | val_loss: 0.0311725 | Time: 4615.87 ms [2021-01-21 01:20:53 main:574] : INFO : Epoch 1889 | loss: 0.0311305 | val_loss: 0.0311808 | Time: 4852.56 ms [2021-01-21 01:20:59 main:574] : INFO : Epoch 1890 | loss: 0.0311327 | val_loss: 0.0311722 | Time: 4979.25 ms [2021-01-21 01:21:03 main:574] : INFO : Epoch 1891 | loss: 0.0311311 | val_loss: 0.0311728 | Time: 4626.04 ms [2021-01-21 01:21:08 main:574] : INFO : Epoch 1892 | loss: 0.0311321 | val_loss: 0.03119 | Time: 4708.08 ms [2021-01-21 01:21:13 main:574] : INFO : Epoch 1893 | loss: 0.0311378 | val_loss: 0.0311751 | Time: 4748.46 ms [2021-01-21 01:21:18 main:574] : INFO : Epoch 1894 | loss: 0.0311294 | val_loss: 0.0311695 | Time: 4563.41 ms [2021-01-21 01:21:23 main:574] : INFO : Epoch 1895 | loss: 0.0311346 | val_loss: 0.0311711 | Time: 4818.55 ms [2021-01-21 01:21:29 main:574] : INFO : Epoch 1896 | loss: 0.0311413 | val_loss: 0.0311802 | Time: 4826.72 ms [2021-01-21 01:21:34 main:574] : INFO : Epoch 1897 | loss: 0.0311344 | val_loss: 0.0311706 | Time: 4894.18 ms [2021-01-21 01:21:39 main:574] : INFO : Epoch 1898 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 4758.58 ms [2021-01-21 01:21:44 main:574] : INFO : Epoch 1899 | loss: 0.0311515 | val_loss: 0.0311657 | Time: 4813.04 ms [2021-01-21 01:21:49 main:574] : INFO : Epoch 1900 | loss: 0.0311486 | val_loss: 0.0311671 | Time: 4945.17 ms [2021-01-21 01:21:54 main:574] : INFO : Epoch 1901 | loss: 0.0311447 | val_loss: 0.031166 | Time: 4494.72 ms [2021-01-21 01:21:59 main:574] : INFO : Epoch 1902 | loss: 0.0311431 | val_loss: 0.0311745 | Time: 4848.8 ms [2021-01-21 01:22:04 main:574] : INFO : Epoch 1903 | loss: 0.0311398 | val_loss: 0.0311662 | Time: 4577.8 ms [2021-01-21 01:22:09 main:574] : INFO : Epoch 1904 | loss: 0.031141 | val_loss: 0.0311668 | Time: 4904.81 ms [2021-01-21 01:22:14 main:574] : INFO : Epoch 1905 | loss: 0.0311395 | val_loss: 0.0311692 | Time: 5088.01 ms [2021-01-21 01:22:20 main:574] : INFO : Epoch 1906 | loss: 0.031141 | val_loss: 0.031168 | Time: 5278.25 ms [2021-01-21 01:22:25 main:574] : INFO : Epoch 1907 | loss: 0.0311407 | val_loss: 0.0311675 | Time: 4772.36 ms [2021-01-21 01:22:30 main:574] : INFO : Epoch 1908 | loss: 0.0311492 | val_loss: 0.0311767 | Time: 4830.29 ms [2021-01-21 01:22:35 main:574] : INFO : Epoch 1909 | loss: 0.0311439 | val_loss: 0.0311648 | Time: 4537.13 ms [2021-01-21 01:22:39 main:574] : INFO : Epoch 1910 | loss: 0.0311393 | val_loss: 0.0311691 | Time: 4421.06 ms [2021-01-21 01:22:44 main:574] : INFO : Epoch 1911 | loss: 0.0311379 | val_loss: 0.0311642 | Time: 4597.9 ms [2021-01-21 01:22:49 main:574] : INFO : Epoch 1912 | loss: 0.0311349 | val_loss: 0.0311618 | Time: 4641.25 ms [2021-01-21 01:22:55 main:574] : INFO : Epoch 1913 | loss: 0.0311377 | val_loss: 0.0311656 | Time: 4852.09 ms [2021-01-21 01:22:59 main:574] : INFO : Epoch 1914 | loss: 0.0311753 | val_loss: 0.0312105 | Time: 4624.31 ms [2021-01-21 01:23:05 main:574] : INFO : Epoch 1915 | loss: 0.0312205 | val_loss: 0.0312201 | Time: 4413.37 ms [2021-01-21 01:23:11 main:574] : INFO : Epoch 1916 | loss: 0.0312167 | val_loss: 0.0312077 | Time: 4776.27 ms [2021-01-21 01:23:17 main:574] : INFO : Epoch 1917 | loss: 0.0312054 | val_loss: 0.0311997 | Time: 4697.57 ms [2021-01-21 01:23:23 main:574] : INFO : Epoch 1918 | loss: 0.0311986 | val_loss: 0.0311914 | Time: 4942.64 ms [2021-01-21 01:23:29 main:574] : INFO : Epoch 1919 | loss: 0.0311939 | val_loss: 0.0311884 | Time: 4816.89 ms [2021-01-21 01:23:35 main:574] : INFO : Epoch 1920 | loss: 0.0311878 | val_loss: 0.0311837 | Time: 4418.83 ms [2021-01-21 01:23:41 main:574] : INFO : Epoch 1921 | loss: 0.0311856 | val_loss: 0.0311818 | Time: 4386.8 ms [2021-01-21 01:23:47 main:574] : INFO : Epoch 1922 | loss: 0.0311839 | val_loss: 0.0311838 | Time: 4311.5 ms [2021-01-21 01:23:53 main:574] : INFO : Epoch 1923 | loss: 0.0311827 | val_loss: 0.0311829 | Time: 4440.75 ms [2021-01-21 01:23:59 main:574] : INFO : Epoch 1924 | loss: 0.0311814 | val_loss: 0.031183 | Time: 4783.75 ms [2021-01-21 01:24:04 main:574] : INFO : Epoch 1925 | loss: 0.0311809 | val_loss: 0.0311882 | Time: 4986.41 ms [2021-01-21 01:24:09 main:574] : INFO : Epoch 1926 | loss: 0.0311805 | val_loss: 0.0311791 | Time: 4677.29 ms [2021-01-21 01:24:14 main:574] : INFO : Epoch 1927 | loss: 0.0311811 | val_loss: 0.0311808 | Time: 4496.76 ms [2021-01-21 01:24:19 main:574] : INFO : Epoch 1928 | loss: 0.0311793 | val_loss: 0.0311788 | Time: 4443.99 ms [2021-01-21 01:24:24 main:574] : INFO : Epoch 1929 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 4428.02 ms [2021-01-21 01:24:28 main:574] : INFO : Epoch 1930 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 4625.67 ms [2021-01-21 01:24:33 main:574] : INFO : Epoch 1931 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 4432.81 ms [2021-01-21 01:24:38 main:574] : INFO : Epoch 1932 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 4847.08 ms [2021-01-21 01:24:43 main:574] : INFO : Epoch 1933 | loss: 0.0311772 | val_loss: 0.0311781 | Time: 4516.42 ms [2021-01-21 01:24:48 main:574] : INFO : Epoch 1934 | loss: 0.0311752 | val_loss: 0.031177 | Time: 4684.17 ms [2021-01-21 01:24:53 main:574] : INFO : Epoch 1935 | loss: 0.0311758 | val_loss: 0.031177 | Time: 4786.31 ms [2021-01-21 01:24:58 main:574] : INFO : Epoch 1936 | loss: 0.031174 | val_loss: 0.0311764 | Time: 4711.77 ms [2021-01-21 01:25:04 main:574] : INFO : Epoch 1937 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 4236.22 ms [2021-01-21 01:25:09 main:574] : INFO : Epoch 1938 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 4475.56 ms [2021-01-21 01:25:16 main:574] : INFO : Epoch 1939 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 4342.15 ms [2021-01-21 01:25:22 main:574] : INFO : Epoch 1940 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 4443 ms [2021-01-21 01:25:28 main:574] : INFO : Epoch 1941 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 4436.2 ms [2021-01-21 01:25:34 main:574] : INFO : Epoch 1942 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 4629.97 ms [2021-01-21 01:25:40 main:574] : INFO : Epoch 1943 | loss: 0.031172 | val_loss: 0.0311763 | Time: 4745.25 ms [2021-01-21 01:25:45 main:574] : INFO : Epoch 1944 | loss: 0.031182 | val_loss: 0.0311853 | Time: 4330.26 ms [2021-01-21 01:25:51 main:574] : INFO : Epoch 1945 | loss: 0.0311804 | val_loss: 0.0311776 | Time: 4567.66 ms [2021-01-21 01:25:57 main:574] : INFO : Epoch 1946 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 4878.97 ms [2021-01-21 01:26:02 main:574] : INFO : Epoch 1947 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 4737.85 ms [2021-01-21 01:26:07 main:574] : INFO : Epoch 1948 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 4944.22 ms [2021-01-21 01:26:11 main:574] : INFO : Epoch 1949 | loss: 0.0311739 | val_loss: 0.031182 | Time: 4633.41 ms [2021-01-21 01:26:16 main:574] : INFO : Epoch 1950 | loss: 0.0311709 | val_loss: 0.0311821 | Time: 5046.28 ms [2021-01-21 01:26:21 main:574] : INFO : Epoch 1951 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 4412.24 ms [2021-01-21 01:26:26 main:574] : INFO : Epoch 1952 | loss: 0.0311783 | val_loss: 0.0311788 | Time: 4740.35 ms [2021-01-21 01:26:31 main:574] : INFO : Epoch 1953 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 4844.47 ms [2021-01-21 01:26:36 main:574] : INFO : Epoch 1954 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 4850.57 ms [2021-01-21 01:26:40 main:574] : INFO : Epoch 1955 | loss: 0.031178 | val_loss: 0.031177 | Time: 4598.07 ms [2021-01-21 01:26:45 main:574] : INFO : Epoch 1956 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 4689.94 ms [2021-01-21 01:26:50 main:574] : INFO : Epoch 1957 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 4904.72 ms [2021-01-21 01:26:55 main:574] : INFO : Epoch 1958 | loss: 0.031169 | val_loss: 0.0311782 | Time: 4552.64 ms [2021-01-21 01:27:00 main:574] : INFO : Epoch 1959 | loss: 0.03117 | val_loss: 0.0311755 | Time: 4910.46 ms [2021-01-21 01:27:05 main:574] : INFO : Epoch 1960 | loss: 0.0311727 | val_loss: 0.031176 | Time: 4887.97 ms [2021-01-21 01:27:10 main:574] : INFO : Epoch 1961 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 4851.75 ms [2021-01-21 01:27:14 main:574] : INFO : Epoch 1962 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 4689.05 ms [2021-01-21 01:27:19 main:574] : INFO : Epoch 1963 | loss: 0.0311672 | val_loss: 0.0311796 | Time: 4886 ms [2021-01-21 01:27:24 main:574] : INFO : Epoch 1964 | loss: 0.0311668 | val_loss: 0.0311792 | Time: 4715.98 ms [2021-01-21 01:27:29 main:574] : INFO : Epoch 1965 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 4626.39 ms [2021-01-21 01:27:34 main:574] : INFO : Epoch 1966 | loss: 0.0311675 | val_loss: 0.0311783 | Time: 4705.63 ms [2021-01-21 01:27:39 main:574] : INFO : Epoch 1967 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 4837.23 ms [2021-01-21 01:27:44 main:574] : INFO : Epoch 1968 | loss: 0.0311681 | val_loss: 0.0311805 | Time: 4995.29 ms [2021-01-21 01:27:49 main:574] : INFO : Epoch 1969 | loss: 0.0311683 | val_loss: 0.0311899 | Time: 4746.06 ms [2021-01-21 01:27:53 main:574] : INFO : Epoch 1970 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 4785.21 ms [2021-01-21 01:27:58 main:574] : INFO : Epoch 1971 | loss: 0.0311657 | val_loss: 0.0311836 | Time: 4470.32 ms [2021-01-21 01:28:03 main:574] : INFO : Epoch 1972 | loss: 0.0311697 | val_loss: 0.0311801 | Time: 4854.97 ms [2021-01-21 01:28:08 main:574] : INFO : Epoch 1973 | loss: 0.0311643 | val_loss: 0.031178 | Time: 5038.22 ms [2021-01-21 01:28:13 main:574] : INFO : Epoch 1974 | loss: 0.0311649 | val_loss: 0.0311786 | Time: 4759.65 ms [2021-01-21 01:28:18 main:574] : INFO : Epoch 1975 | loss: 0.031163 | val_loss: 0.0311765 | Time: 4900.87 ms [2021-01-21 01:28:23 main:574] : INFO : Epoch 1976 | loss: 0.0311634 | val_loss: 0.0311772 | Time: 4382.78 ms [2021-01-21 01:28:27 main:574] : INFO : Epoch 1977 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 4375.91 ms [2021-01-21 01:28:32 main:574] : INFO : Epoch 1978 | loss: 0.0311622 | val_loss: 0.0311768 | Time: 4857.75 ms [2021-01-21 01:28:37 main:574] : INFO : Epoch 1979 | loss: 0.0311633 | val_loss: 0.0311793 | Time: 4630.96 ms [2021-01-21 01:28:42 main:574] : INFO : Epoch 1980 | loss: 0.031163 | val_loss: 0.0311809 | Time: 4852.3 ms [2021-01-21 01:28:47 main:574] : INFO : Epoch 1981 | loss: 0.0311656 | val_loss: 0.0311929 | Time: 4814.24 ms [2021-01-21 01:28:52 main:574] : INFO : Epoch 1982 | loss: 0.0311651 | val_loss: 0.0311813 | Time: 4709.82 ms [2021-01-21 01:28:56 main:574] : INFO : Epoch 1983 | loss: 0.0311614 | val_loss: 0.0311785 | Time: 4819.05 ms [2021-01-21 01:29:01 main:574] : INFO : Epoch 1984 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 4733.79 ms [2021-01-21 01:29:06 main:574] : INFO : Epoch 1985 | loss: 0.0311633 | val_loss: 0.031187 | Time: 4870.62 ms [2021-01-21 01:29:11 main:574] : INFO : Epoch 1986 | loss: 0.0311659 | val_loss: 0.0311841 | Time: 4875.42 ms [2021-01-21 01:29:16 main:574] : INFO : Epoch 1987 | loss: 0.0311615 | val_loss: 0.0311812 | Time: 5032.16 ms [2021-01-21 01:29:21 main:574] : INFO : Epoch 1988 | loss: 0.0311656 | val_loss: 0.0311777 | Time: 4794.37 ms [2021-01-21 01:29:26 main:574] : INFO : Epoch 1989 | loss: 0.0311626 | val_loss: 0.031189 | Time: 4942.88 ms [2021-01-21 01:29:31 main:574] : INFO : Epoch 1990 | loss: 0.031161 | val_loss: 0.0311807 | Time: 4712.78 ms [2021-01-21 01:29:36 main:574] : INFO : Epoch 1991 | loss: 0.0311578 | val_loss: 0.0311862 | Time: 4820.09 ms [2021-01-21 01:29:41 main:574] : INFO : Epoch 1992 | loss: 0.031159 | val_loss: 0.031179 | Time: 4763.43 ms [2021-01-21 01:29:46 main:574] : INFO : Epoch 1993 | loss: 0.0311591 | val_loss: 0.0311824 | Time: 4749.66 ms [2021-01-21 01:29:51 main:574] : INFO : Epoch 1994 | loss: 0.0311588 | val_loss: 0.0311836 | Time: 4740.6 ms [2021-01-21 01:29:55 main:574] : INFO : Epoch 1995 | loss: 0.031163 | val_loss: 0.0311856 | Time: 4676.77 ms [2021-01-21 01:30:00 main:574] : INFO : Epoch 1996 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 4901.64 ms [2021-01-21 01:30:05 main:574] : INFO : Epoch 1997 | loss: 0.0311621 | val_loss: 0.0311791 | Time: 4895.41 ms [2021-01-21 01:30:10 main:574] : INFO : Epoch 1998 | loss: 0.0311574 | val_loss: 0.031179 | Time: 4605.65 ms [2021-01-21 01:30:15 main:574] : INFO : Epoch 1999 | loss: 0.0311702 | val_loss: 0.0311821 | Time: 4604.82 ms [2021-01-21 01:30:19 main:574] : INFO : Epoch 2000 | loss: 0.031162 | val_loss: 0.0311784 | Time: 4413.78 ms [2021-01-21 01:30:24 main:574] : INFO : Epoch 2001 | loss: 0.0311608 | val_loss: 0.031188 | Time: 4948.94 ms [2021-01-21 01:30:29 main:574] : INFO : Epoch 2002 | loss: 0.0311605 | val_loss: 0.0311791 | Time: 4539.99 ms [2021-01-21 01:30:34 main:574] : INFO : Epoch 2003 | loss: 0.0311574 | val_loss: 0.0311779 | Time: 4659.22 ms [2021-01-21 01:30:39 main:574] : INFO : Epoch 2004 | loss: 0.0311561 | val_loss: 0.0311801 | Time: 4401.76 ms [2021-01-21 01:30:43 main:574] : INFO : Epoch 2005 | loss: 0.0311575 | val_loss: 0.0311792 | Time: 4764.78 ms [2021-01-21 01:30:48 main:574] : INFO : Epoch 2006 | loss: 0.0311584 | val_loss: 0.0311831 | Time: 4796.11 ms [2021-01-21 01:30:53 main:574] : INFO : Epoch 2007 | loss: 0.0311564 | val_loss: 0.0311778 | Time: 4462.71 ms [2021-01-21 01:30:58 main:574] : INFO : Epoch 2008 | loss: 0.0311569 | val_loss: 0.0311795 | Time: 4488.63 ms [2021-01-21 01:31:02 main:574] : INFO : Epoch 2009 | loss: 0.0311545 | val_loss: 0.0311771 | Time: 4600.21 ms [2021-01-21 01:31:07 main:574] : INFO : Epoch 2010 | loss: 0.0311553 | val_loss: 0.031182 | Time: 4433.94 ms [2021-01-21 01:31:12 main:574] : INFO : Epoch 2011 | loss: 0.0311576 | val_loss: 0.0311794 | Time: 4863.67 ms [2021-01-21 01:31:17 main:574] : INFO : Epoch 2012 | loss: 0.0311536 | val_loss: 0.0311777 | Time: 5011.18 ms [2021-01-21 01:31:22 main:574] : INFO : Epoch 2013 | loss: 0.031157 | val_loss: 0.0311776 | Time: 4880.16 ms [2021-01-21 01:31:26 main:574] : INFO : Epoch 2014 | loss: 0.0311546 | val_loss: 0.0311767 | Time: 4564.57 ms [2021-01-21 01:31:31 main:574] : INFO : Epoch 2015 | loss: 0.0311534 | val_loss: 0.0311768 | Time: 4333.93 ms [2021-01-21 01:31:36 main:574] : INFO : Epoch 2016 | loss: 0.0311573 | val_loss: 0.0311809 | Time: 4898.75 ms [2021-01-21 01:31:41 main:574] : INFO : Epoch 2017 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 4767.8 ms [2021-01-21 01:31:46 main:574] : INFO : Epoch 2018 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 4803.24 ms [2021-01-21 01:31:51 main:574] : INFO : Epoch 2019 | loss: 0.0311749 | val_loss: 0.0311762 | Time: 4858.99 ms [2021-01-21 01:31:56 main:574] : INFO : Epoch 2020 | loss: 0.031174 | val_loss: 0.0311783 | Time: 4828.16 ms [2021-01-21 01:32:00 main:574] : INFO : Epoch 2021 | loss: 0.031173 | val_loss: 0.031184 | Time: 4731.49 ms [2021-01-21 01:32:05 main:574] : INFO : Epoch 2022 | loss: 0.0311763 | val_loss: 0.0311791 | Time: 4909.9 ms [2021-01-21 01:32:11 main:574] : INFO : Epoch 2023 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 5068.11 ms [2021-01-21 01:32:15 main:574] : INFO : Epoch 2024 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 4768.52 ms [2021-01-21 01:32:20 main:574] : INFO : Epoch 2025 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 4885.58 ms [2021-01-21 01:32:25 main:574] : INFO : Epoch 2026 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 4862.89 ms [2021-01-21 01:32:30 main:574] : INFO : Epoch 2027 | loss: 0.0311655 | val_loss: 0.0311824 | Time: 4639.02 ms [2021-01-21 01:32:35 main:574] : INFO : Epoch 2028 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 4716.78 ms [2021-01-21 01:32:39 main:574] : INFO : Epoch 2029 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 4351.34 ms [2021-01-21 01:32:44 main:574] : INFO : Epoch 2030 | loss: 0.0311614 | val_loss: 0.0311758 | Time: 4565.35 ms [2021-01-21 01:32:49 main:574] : INFO : Epoch 2031 | loss: 0.031164 | val_loss: 0.0311743 | Time: 4937.96 ms [2021-01-21 01:32:54 main:574] : INFO : Epoch 2032 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 4546.44 ms [2021-01-21 01:32:58 main:574] : INFO : Epoch 2033 | loss: 0.0311627 | val_loss: 0.031175 | Time: 4500.95 ms [2021-01-21 01:33:03 main:574] : INFO : Epoch 2034 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 4830.78 ms [2021-01-21 01:33:08 main:574] : INFO : Epoch 2035 | loss: 0.031159 | val_loss: 0.0311731 | Time: 4900.85 ms [2021-01-21 01:33:13 main:574] : INFO : Epoch 2036 | loss: 0.0311659 | val_loss: 0.0311996 | Time: 4910.48 ms [2021-01-21 01:33:18 main:574] : INFO : Epoch 2037 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 4489.93 ms [2021-01-21 01:33:23 main:574] : INFO : Epoch 2038 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 4944.5 ms [2021-01-21 01:33:28 main:574] : INFO : Epoch 2039 | loss: 0.031157 | val_loss: 0.0311723 | Time: 4951.01 ms [2021-01-21 01:33:33 main:574] : INFO : Epoch 2040 | loss: 0.0311579 | val_loss: 0.0311762 | Time: 5042.71 ms [2021-01-21 01:33:38 main:574] : INFO : Epoch 2041 | loss: 0.0311559 | val_loss: 0.03117 | Time: 4982.57 ms [2021-01-21 01:33:43 main:574] : INFO : Epoch 2042 | loss: 0.0311577 | val_loss: 0.0311782 | Time: 5013.19 ms [2021-01-21 01:33:48 main:574] : INFO : Epoch 2043 | loss: 0.0311558 | val_loss: 0.0311718 | Time: 5115.14 ms [2021-01-21 01:33:53 main:574] : INFO : Epoch 2044 | loss: 0.0311575 | val_loss: 0.0311713 | Time: 4771.92 ms [2021-01-21 01:33:58 main:574] : INFO : Epoch 2045 | loss: 0.0311562 | val_loss: 0.0311796 | Time: 4685.06 ms [2021-01-21 01:34:03 main:574] : INFO : Epoch 2046 | loss: 0.0311542 | val_loss: 0.0311722 | Time: 5004.55 ms [2021-01-21 01:34:08 main:574] : INFO : Epoch 2047 | loss: 0.0311559 | val_loss: 0.0311707 | Time: 4567.08 ms [2021-01-21 01:34:13 main:574] : INFO : Epoch 2048 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 5033.77 ms [2021-01-21 01:34:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311703 [2021-01-21 01:34:13 main:603] : INFO : Saving end state to config to file [2021-01-21 01:34:13 main:608] : INFO : Success, exiting.. 01:34:13 (8044): 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)