Task 11101406
| Name | ParityModified-1639956506-15572-1-0_1 |
| Workunit | 7770378 |
| Created | 27 Jan 2022, 5:13:16 UTC |
| Sent | 27 Jan 2022, 6:03:19 UTC |
| Report deadline | 4 Feb 2022, 6:03:19 UTC |
| Received | 5 Feb 2022, 0:32:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 5 hours 7 min 30 sec |
| CPU time | 4 hours 56 min 14 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.43 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310653 | val_loss: 0.0312164 | Time: 6038.09 ms [2022-02-04 16:14:43 main:574] : INFO : Epoch 1543 | loss: 0.0310904 | val_loss: 0.0312135 | Time: 6005.18 ms [2022-02-04 16:14:49 main:574] : INFO : Epoch 1544 | loss: 0.0311166 | val_loss: 0.0311999 | Time: 6038.74 ms [2022-02-04 16:14:55 main:574] : INFO : Epoch 1545 | loss: 0.0311002 | val_loss: 0.0312056 | Time: 5839.98 ms [2022-02-04 16:15:01 main:574] : INFO : Epoch 1546 | loss: 0.0310935 | val_loss: 0.0312162 | Time: 5945.48 ms [2022-02-04 16:15:07 main:574] : INFO : Epoch 1547 | loss: 0.0310872 | val_loss: 0.0312191 | Time: 5921.12 ms [2022-02-04 16:15:13 main:574] : INFO : Epoch 1548 | loss: 0.0310827 | val_loss: 0.0312166 | Time: 5872.16 ms [2022-02-04 16:15:19 main:574] : INFO : Epoch 1549 | loss: 0.031083 | val_loss: 0.0312173 | Time: 5880.29 ms [2022-02-04 16:15:25 main:574] : INFO : Epoch 1550 | loss: 0.0310894 | val_loss: 0.0312088 | Time: 5931.47 ms [2022-02-04 16:15:31 main:574] : INFO : Epoch 1551 | loss: 0.0310823 | val_loss: 0.0312247 | Time: 6094.18 ms [2022-02-04 16:15:36 main:574] : INFO : Epoch 1552 | loss: 0.0310829 | val_loss: 0.0312055 | Time: 5855.69 ms [2022-02-04 16:15:42 main:574] : INFO : Epoch 1553 | loss: 0.0310822 | val_loss: 0.031208 | Time: 5870.75 ms [2022-02-04 16:15:48 main:574] : INFO : Epoch 1554 | loss: 0.0310772 | val_loss: 0.03122 | Time: 5898.53 ms [2022-02-04 16:15:54 main:574] : INFO : Epoch 1555 | loss: 0.0310786 | val_loss: 0.0312158 | Time: 5928.86 ms [2022-02-04 16:16:00 main:574] : INFO : Epoch 1556 | loss: 0.0310757 | val_loss: 0.0312077 | Time: 5984.07 ms [2022-02-04 16:16:06 main:574] : INFO : Epoch 1557 | loss: 0.0310794 | val_loss: 0.0312002 | Time: 6028.41 ms [2022-02-04 16:16:12 main:574] : INFO : Epoch 1558 | loss: 0.0311085 | val_loss: 0.0311985 | Time: 5902.47 ms [2022-02-04 16:16:18 main:574] : INFO : Epoch 1559 | loss: 0.0310975 | val_loss: 0.0312084 | Time: 6020.42 ms [2022-02-04 16:16:24 main:574] : INFO : Epoch 1560 | loss: 0.0310914 | val_loss: 0.0312069 | Time: 5943.33 ms [2022-02-04 16:16:30 main:574] : INFO : Epoch 1561 | loss: 0.0310861 | val_loss: 0.0312087 | Time: 5812.71 ms [2022-02-04 16:16:36 main:574] : INFO : Epoch 1562 | loss: 0.0310823 | val_loss: 0.0312257 | Time: 5997.78 ms [2022-02-04 16:16:42 main:574] : INFO : Epoch 1563 | loss: 0.0310779 | val_loss: 0.031217 | Time: 5847.32 ms [2022-02-04 16:16:48 main:574] : INFO : Epoch 1564 | loss: 0.0310724 | val_loss: 0.0312186 | Time: 5990.32 ms [2022-02-04 16:16:54 main:574] : INFO : Epoch 1565 | loss: 0.0310724 | val_loss: 0.0312116 | Time: 6152.25 ms [2022-02-04 16:17:00 main:574] : INFO : Epoch 1566 | loss: 0.0310787 | val_loss: 0.0312209 | Time: 6379.84 ms [2022-02-04 16:17:07 main:574] : INFO : Epoch 1567 | loss: 0.0310843 | val_loss: 0.0312114 | Time: 6285.94 ms [2022-02-04 16:17:13 main:574] : INFO : Epoch 1568 | loss: 0.031086 | val_loss: 0.0312071 | Time: 6444.72 ms [2022-02-04 16:17:19 main:574] : INFO : Epoch 1569 | loss: 0.0310962 | val_loss: 0.0312062 | Time: 6367.64 ms [2022-02-04 16:17:25 main:574] : INFO : Epoch 1570 | loss: 0.0310912 | val_loss: 0.0312116 | Time: 6004.79 ms [2022-02-04 16:17:31 main:574] : INFO : Epoch 1571 | loss: 0.0310791 | val_loss: 0.0312094 | Time: 5966.84 ms [2022-02-04 16:17:38 main:574] : INFO : Epoch 1572 | loss: 0.0310905 | val_loss: 0.0312147 | Time: 6067.12 ms [2022-02-04 16:17:44 main:574] : INFO : Epoch 1573 | loss: 0.0310779 | val_loss: 0.0312223 | Time: 6026.59 ms [2022-02-04 16:17:49 main:574] : INFO : Epoch 1574 | loss: 0.0310776 | val_loss: 0.0312326 | Time: 5865.35 ms [2022-02-04 16:17:55 main:574] : INFO : Epoch 1575 | loss: 0.0310756 | val_loss: 0.0312334 | Time: 5968.74 ms [2022-02-04 16:18:01 main:574] : INFO : Epoch 1576 | loss: 0.0310704 | val_loss: 0.0312198 | Time: 5975.49 ms [2022-02-04 16:18:07 main:574] : INFO : Epoch 1577 | loss: 0.0310812 | val_loss: 0.0312137 | Time: 5979.39 ms [2022-02-04 16:18:13 main:574] : INFO : Epoch 1578 | loss: 0.0310793 | val_loss: 0.0312074 | Time: 5959.57 ms [2022-02-04 16:18:20 main:574] : INFO : Epoch 1579 | loss: 0.0310775 | val_loss: 0.0312216 | Time: 6311.93 ms [2022-02-04 16:18:26 main:574] : INFO : Epoch 1580 | loss: 0.0310831 | val_loss: 0.0312088 | Time: 6297.51 ms [2022-02-04 16:18:32 main:574] : INFO : Epoch 1581 | loss: 0.0310788 | val_loss: 0.0312304 | Time: 5945.5 ms [2022-02-04 16:18:38 main:574] : INFO : Epoch 1582 | loss: 0.031085 | val_loss: 0.0312126 | Time: 5989.53 ms [2022-02-04 16:18:44 main:574] : INFO : Epoch 1583 | loss: 0.0310806 | val_loss: 0.0312138 | Time: 5865.87 ms [2022-02-04 16:18:50 main:574] : INFO : Epoch 1584 | loss: 0.0310767 | val_loss: 0.0312104 | Time: 5906.66 ms [2022-02-04 16:18:56 main:574] : INFO : Epoch 1585 | loss: 0.0310795 | val_loss: 0.0312044 | Time: 5946.52 ms [2022-02-04 16:19:02 main:574] : INFO : Epoch 1586 | loss: 0.0310807 | val_loss: 0.031216 | Time: 5956.44 ms [2022-02-04 16:19:08 main:574] : INFO : Epoch 1587 | loss: 0.0310784 | val_loss: 0.0312041 | Time: 6001.49 ms [2022-02-04 16:19:14 main:574] : INFO : Epoch 1588 | loss: 0.0310751 | val_loss: 0.0312099 | Time: 6014.11 ms [2022-02-04 16:19:20 main:574] : INFO : Epoch 1589 | loss: 0.0310759 | val_loss: 0.0312115 | Time: 5907.26 ms [2022-02-04 16:19:25 main:574] : INFO : Epoch 1590 | loss: 0.0310786 | val_loss: 0.0312313 | Time: 5841.14 ms [2022-02-04 16:19:31 main:574] : INFO : Epoch 1591 | loss: 0.0310758 | val_loss: 0.03122 | Time: 5877.43 ms [2022-02-04 16:19:37 main:574] : INFO : Epoch 1592 | loss: 0.0310723 | val_loss: 0.0312165 | Time: 5945.16 ms [2022-02-04 16:19:43 main:574] : INFO : Epoch 1593 | loss: 0.031076 | val_loss: 0.0312171 | Time: 5889.73 ms [2022-02-04 16:19:49 main:574] : INFO : Epoch 1594 | loss: 0.0310717 | val_loss: 0.0312326 | Time: 6126.61 ms [2022-02-04 16:19:55 main:574] : INFO : Epoch 1595 | loss: 0.031076 | val_loss: 0.0312201 | Time: 5940.81 ms [2022-02-04 16:20:01 main:574] : INFO : Epoch 1596 | loss: 0.0310758 | val_loss: 0.0312157 | Time: 5856.37 ms [2022-02-04 16:20:07 main:574] : INFO : Epoch 1597 | loss: 0.0310728 | val_loss: 0.0312307 | Time: 5923.1 ms [2022-02-04 16:20:13 main:574] : INFO : Epoch 1598 | loss: 0.0310779 | val_loss: 0.0312164 | Time: 6129.27 ms [2022-02-04 16:20:19 main:574] : INFO : Epoch 1599 | loss: 0.0310764 | val_loss: 0.0312222 | Time: 6009.68 ms [2022-02-04 16:20:25 main:574] : INFO : Epoch 1600 | loss: 0.0310894 | val_loss: 0.0312217 | Time: 6004.99 ms [2022-02-04 16:20:31 main:574] : INFO : Epoch 1601 | loss: 0.0310923 | val_loss: 0.0312028 | Time: 5999.51 ms [2022-02-04 16:20:37 main:574] : INFO : Epoch 1602 | loss: 0.0310997 | val_loss: 0.0312115 | Time: 5900.15 ms [2022-02-04 16:20:43 main:574] : INFO : Epoch 1603 | loss: 0.0310867 | val_loss: 0.0312091 | Time: 5800.64 ms [2022-02-04 16:20:49 main:574] : INFO : Epoch 1604 | loss: 0.0310823 | val_loss: 0.031219 | Time: 5949.92 ms [2022-02-04 16:20:55 main:574] : INFO : Epoch 1605 | loss: 0.0310842 | val_loss: 0.0312132 | Time: 6003.46 ms [2022-02-04 16:21:01 main:574] : INFO : Epoch 1606 | loss: 0.0310829 | val_loss: 0.0312184 | Time: 5935.26 ms [2022-02-04 16:21:07 main:574] : INFO : Epoch 1607 | loss: 0.0310838 | val_loss: 0.0312091 | Time: 5854.34 ms [2022-02-04 16:21:13 main:574] : INFO : Epoch 1608 | loss: 0.0310837 | val_loss: 0.0312113 | Time: 5946.96 ms [2022-02-04 16:21:19 main:574] : INFO : Epoch 1609 | loss: 0.0310865 | val_loss: 0.031209 | Time: 5854.53 ms [2022-02-04 16:21:24 main:574] : INFO : Epoch 1610 | loss: 0.031078 | val_loss: 0.0312245 | Time: 5832.26 ms [2022-02-04 16:21:30 main:574] : INFO : Epoch 1611 | loss: 0.0310822 | val_loss: 0.0312191 | Time: 5932.64 ms [2022-02-04 16:21:36 main:574] : INFO : Epoch 1612 | loss: 0.0310761 | val_loss: 0.0312239 | Time: 6056.29 ms [2022-02-04 16:21:42 main:574] : INFO : Epoch 1613 | loss: 0.0310748 | val_loss: 0.0312122 | Time: 5972.44 ms [2022-02-04 16:21:48 main:574] : INFO : Epoch 1614 | loss: 0.0310804 | val_loss: 0.0312135 | Time: 5867.1 ms [2022-02-04 16:21:54 main:574] : INFO : Epoch 1615 | loss: 0.0310885 | val_loss: 0.0311991 | Time: 5962.62 ms [2022-02-04 16:22:00 main:574] : INFO : Epoch 1616 | loss: 0.031093 | val_loss: 0.0312036 | Time: 5866.79 ms [2022-02-04 16:22:06 main:574] : INFO : Epoch 1617 | loss: 0.0310877 | val_loss: 0.0312106 | Time: 5962.61 ms [2022-02-04 16:22:12 main:574] : INFO : Epoch 1618 | loss: 0.0310848 | val_loss: 0.0312112 | Time: 5983.45 ms [2022-02-04 16:22:18 main:574] : INFO : Epoch 1619 | loss: 0.0310775 | val_loss: 0.0312206 | Time: 5971.16 ms [2022-02-04 16:22:24 main:574] : INFO : Epoch 1620 | loss: 0.0310745 | val_loss: 0.0312159 | Time: 5939.36 ms [2022-02-04 16:22:30 main:574] : INFO : Epoch 1621 | loss: 0.0310804 | val_loss: 0.0312133 | Time: 5973.75 ms [2022-02-04 16:22:36 main:574] : INFO : Epoch 1622 | loss: 0.0310802 | val_loss: 0.0312335 | Time: 5990.82 ms [2022-02-04 16:22:42 main:574] : INFO : Epoch 1623 | loss: 0.031079 | val_loss: 0.0312209 | Time: 5966.4 ms [2022-02-04 16:22:48 main:574] : INFO : Epoch 1624 | loss: 0.0310789 | val_loss: 0.0312239 | Time: 5825.78 ms [2022-02-04 16:22:54 main:574] : INFO : Epoch 1625 | loss: 0.0310722 | val_loss: 0.0312285 | Time: 5980.04 ms [2022-02-04 16:23:00 main:574] : INFO : Epoch 1626 | loss: 0.0310753 | val_loss: 0.0312113 | Time: 5946.63 ms [2022-02-04 16:23:06 main:574] : INFO : Epoch 1627 | loss: 0.0310753 | val_loss: 0.0312184 | Time: 5883.78 ms [2022-02-04 16:23:11 main:574] : INFO : Epoch 1628 | loss: 0.0310732 | val_loss: 0.0312207 | Time: 5943.78 ms [2022-02-04 16:23:18 main:574] : INFO : Epoch 1629 | loss: 0.0310702 | val_loss: 0.0312288 | Time: 6030.13 ms [2022-02-04 16:23:24 main:574] : INFO : Epoch 1630 | loss: 0.0310776 | val_loss: 0.0312294 | Time: 6022.87 ms [2022-02-04 16:23:30 main:574] : INFO : Epoch 1631 | loss: 0.0310853 | val_loss: 0.0312101 | Time: 6291.42 ms [2022-02-04 16:23:46 main:574] : INFO : Epoch 1632 | loss: 0.0310842 | val_loss: 0.0312251 | Time: 15682.3 ms [2022-02-04 16:23:51 main:574] : INFO : Epoch 1633 | loss: 0.0310769 | val_loss: 0.0312171 | Time: 5792.47 ms [2022-02-04 16:23:57 main:574] : INFO : Epoch 1634 | loss: 0.0310811 | val_loss: 0.0312196 | Time: 5845.94 ms [2022-02-04 16:24:03 main:574] : INFO : Epoch 1635 | loss: 0.0310806 | val_loss: 0.0312332 | Time: 5963.78 ms [2022-02-04 16:24:09 main:574] : INFO : Epoch 1636 | loss: 0.0310766 | val_loss: 0.0312182 | Time: 5867.85 ms [2022-02-04 16:24:15 main:574] : INFO : Epoch 1637 | loss: 0.0310768 | val_loss: 0.0312311 | Time: 6023.55 ms [2022-02-04 16:24:21 main:574] : INFO : Epoch 1638 | loss: 0.0310745 | val_loss: 0.0312166 | Time: 5842.29 ms [2022-02-04 16:24:27 main:574] : INFO : Epoch 1639 | loss: 0.0311246 | val_loss: 0.0311974 | Time: 5976.18 ms [2022-02-04 16:24:33 main:574] : INFO : Epoch 1640 | loss: 0.0311624 | val_loss: 0.0311828 | Time: 5829.12 ms [2022-02-04 16:24:39 main:574] : INFO : Epoch 1641 | loss: 0.0311539 | val_loss: 0.0311863 | Time: 5935.15 ms [2022-02-04 16:24:45 main:574] : INFO : Epoch 1642 | loss: 0.0311432 | val_loss: 0.0311861 | Time: 5926.35 ms [2022-02-04 16:24:51 main:574] : INFO : Epoch 1643 | loss: 0.031135 | val_loss: 0.0311847 | Time: 5967.83 ms [2022-02-04 17:24:51 main:574] : INFO : Epoch 1644 | loss: 0.0311241 | val_loss: 0.0311979 | Time: 3.60038e+06 ms [2022-02-04 17:24:55 main:574] : INFO : Epoch 1645 | loss: 0.0311175 | val_loss: 0.0312014 | Time: 4128.83 ms [2022-02-04 17:25:09 main:574] : INFO : Epoch 1646 | loss: 0.0311076 | val_loss: 0.0312095 | Time: 14296 ms [2022-02-04 17:25:14 main:574] : INFO : Epoch 1647 | loss: 0.0311012 | val_loss: 0.0312085 | Time: 4109.06 ms [2022-02-04 17:25:18 main:574] : INFO : Epoch 1648 | loss: 0.0310943 | val_loss: 0.031203 | Time: 4207.16 ms [2022-02-04 17:25:22 main:574] : INFO : Epoch 1649 | loss: 0.0310905 | val_loss: 0.0312076 | Time: 4115 ms [2022-02-04 17:25:26 main:574] : INFO : Epoch 1650 | loss: 0.0310833 | val_loss: 0.0312171 | Time: 4370.46 ms [2022-02-04 17:25:32 main:574] : INFO : Epoch 1651 | loss: 0.0310852 | val_loss: 0.0312172 | Time: 5333.89 ms [2022-02-04 17:25:37 main:574] : INFO : Epoch 1652 | loss: 0.0310897 | val_loss: 0.031207 | Time: 5209.67 ms [2022-02-04 17:25:42 main:574] : INFO : Epoch 1653 | loss: 0.031083 | val_loss: 0.0312169 | Time: 5249.24 ms [2022-02-04 17:25:48 main:574] : INFO : Epoch 1654 | loss: 0.0310822 | val_loss: 0.0312355 | Time: 5681.92 ms [2022-02-04 17:25:53 main:574] : INFO : Epoch 1655 | loss: 0.0310887 | val_loss: 0.0312105 | Time: 5572.46 ms [2022-02-04 17:25:59 main:574] : INFO : Epoch 1656 | loss: 0.0310901 | val_loss: 0.0312183 | Time: 5458.36 ms [2022-02-04 17:26:04 main:574] : INFO : Epoch 1657 | loss: 0.0310829 | val_loss: 0.0312169 | Time: 5421.05 ms [2022-02-04 17:26:10 main:574] : INFO : Epoch 1658 | loss: 0.031072 | val_loss: 0.0312174 | Time: 5301 ms [2022-02-04 17:26:15 main:574] : INFO : Epoch 1659 | loss: 0.0310775 | val_loss: 0.0312194 | Time: 5482.21 ms [2022-02-04 17:26:20 main:574] : INFO : Epoch 1660 | loss: 0.0310947 | val_loss: 0.031203 | Time: 5391.72 ms [2022-02-04 17:26:26 main:574] : INFO : Epoch 1661 | loss: 0.0310878 | val_loss: 0.0312133 | Time: 5309.9 ms [2022-02-04 17:26:31 main:574] : INFO : Epoch 1662 | loss: 0.0310866 | val_loss: 0.031205 | Time: 5337.92 ms [2022-02-04 17:26:36 main:574] : INFO : Epoch 1663 | loss: 0.0310861 | val_loss: 0.0312091 | Time: 5282.27 ms [2022-02-04 17:26:42 main:574] : INFO : Epoch 1664 | loss: 0.0310849 | val_loss: 0.0312117 | Time: 5484.75 ms [2022-02-04 17:26:47 main:574] : INFO : Epoch 1665 | loss: 0.0310826 | val_loss: 0.0312155 | Time: 5450.79 ms [2022-02-04 17:26:53 main:574] : INFO : Epoch 1666 | loss: 0.0310807 | val_loss: 0.031221 | Time: 5532.3 ms [2022-02-04 17:26:58 main:574] : INFO : Epoch 1667 | loss: 0.0310783 | val_loss: 0.031218 | Time: 5375.32 ms [2022-02-04 17:27:04 main:574] : INFO : Epoch 1668 | loss: 0.0310754 | val_loss: 0.0312189 | Time: 5306.76 ms [2022-02-04 17:27:09 main:574] : INFO : Epoch 1669 | loss: 0.0310795 | val_loss: 0.0312265 | Time: 5515.29 ms [2022-02-04 17:27:15 main:574] : INFO : Epoch 1670 | loss: 0.0310826 | val_loss: 0.0312084 | Time: 5839.72 ms [2022-02-04 17:27:21 main:574] : INFO : Epoch 1671 | loss: 0.0310845 | val_loss: 0.0312215 | Time: 5918.74 ms [2022-02-04 17:27:27 main:574] : INFO : Epoch 1672 | loss: 0.0310825 | val_loss: 0.0312129 | Time: 5815.02 ms [2022-02-04 17:27:32 main:574] : INFO : Epoch 1673 | loss: 0.0310826 | val_loss: 0.0312309 | Time: 5762.9 ms [2022-02-04 17:27:38 main:574] : INFO : Epoch 1674 | loss: 0.0310847 | val_loss: 0.0312035 | Time: 5592.27 ms [2022-02-04 17:27:43 main:574] : INFO : Epoch 1675 | loss: 0.0310846 | val_loss: 0.031217 | Time: 5436.27 ms [2022-02-04 17:27:49 main:574] : INFO : Epoch 1676 | loss: 0.0310837 | val_loss: 0.0312108 | Time: 5481.67 ms [2022-02-04 17:27:55 main:574] : INFO : Epoch 1677 | loss: 0.0310853 | val_loss: 0.0312264 | Time: 5608.8 ms [2022-02-04 17:28:00 main:574] : INFO : Epoch 1678 | loss: 0.0310784 | val_loss: 0.031205 | Time: 5334.54 ms [2022-02-04 17:28:05 main:574] : INFO : Epoch 1679 | loss: 0.0310829 | val_loss: 0.0312024 | Time: 5522.65 ms [2022-02-04 17:28:11 main:574] : INFO : Epoch 1680 | loss: 0.0310871 | val_loss: 0.0312293 | Time: 5434.62 ms [2022-02-04 17:28:16 main:574] : INFO : Epoch 1681 | loss: 0.0310771 | val_loss: 0.0312261 | Time: 4800.81 ms [2022-02-04 17:28:20 main:574] : INFO : Epoch 1682 | loss: 0.0310932 | val_loss: 0.0312109 | Time: 4816.21 ms [2022-02-04 17:28:26 main:574] : INFO : Epoch 1683 | loss: 0.0310943 | val_loss: 0.0312033 | Time: 5125.96 ms [2022-02-04 17:28:31 main:574] : INFO : Epoch 1684 | loss: 0.0310924 | val_loss: 0.0312173 | Time: 5126.43 ms [2022-02-04 17:28:36 main:574] : INFO : Epoch 1685 | loss: 0.0310883 | val_loss: 0.0312123 | Time: 5017.91 ms [2022-02-04 17:28:42 main:574] : INFO : Epoch 1686 | loss: 0.0310864 | val_loss: 0.0312123 | Time: 6109.14 ms [2022-02-04 17:28:48 main:574] : INFO : Epoch 1687 | loss: 0.0310803 | val_loss: 0.0312123 | Time: 5713.32 ms [2022-02-04 17:28:53 main:574] : INFO : Epoch 1688 | loss: 0.0310836 | val_loss: 0.0312121 | Time: 5568.1 ms [2022-02-04 17:28:59 main:574] : INFO : Epoch 1689 | loss: 0.0310827 | val_loss: 0.0312234 | Time: 5501.99 ms [2022-02-04 17:29:04 main:574] : INFO : Epoch 1690 | loss: 0.0310798 | val_loss: 0.0312097 | Time: 5531.85 ms [2022-02-04 17:29:10 main:574] : INFO : Epoch 1691 | loss: 0.0310741 | val_loss: 0.0312111 | Time: 5538.71 ms [2022-02-04 17:29:15 main:574] : INFO : Epoch 1692 | loss: 0.0310705 | val_loss: 0.0312311 | Time: 5577.53 ms [2022-02-04 17:29:21 main:574] : INFO : Epoch 1693 | loss: 0.0310755 | val_loss: 0.0312187 | Time: 5600.12 ms [2022-02-04 17:29:27 main:574] : INFO : Epoch 1694 | loss: 0.0310928 | val_loss: 0.0312083 | Time: 5600.64 ms [2022-02-04 17:29:32 main:574] : INFO : Epoch 1695 | loss: 0.0311012 | val_loss: 0.0312176 | Time: 5618.04 ms [2022-02-04 17:29:38 main:574] : INFO : Epoch 1696 | loss: 0.0310946 | val_loss: 0.0312118 | Time: 5559.5 ms [2022-02-04 17:29:43 main:574] : INFO : Epoch 1697 | loss: 0.0310957 | val_loss: 0.0312131 | Time: 5540.29 ms [2022-02-04 17:29:49 main:574] : INFO : Epoch 1698 | loss: 0.0310835 | val_loss: 0.0312129 | Time: 5601.81 ms [2022-02-04 17:29:54 main:574] : INFO : Epoch 1699 | loss: 0.0310806 | val_loss: 0.0312079 | Time: 5564.68 ms [2022-02-04 17:30:00 main:574] : INFO : Epoch 1700 | loss: 0.0310785 | val_loss: 0.0312209 | Time: 5544.2 ms [2022-02-04 17:30:06 main:574] : INFO : Epoch 1701 | loss: 0.0310765 | val_loss: 0.0312168 | Time: 5607.81 ms [2022-02-04 17:30:20 main:574] : INFO : Epoch 1702 | loss: 0.031075 | val_loss: 0.0312169 | Time: 14493.6 ms [2022-02-04 17:30:26 main:574] : INFO : Epoch 1703 | loss: 0.0310766 | val_loss: 0.0312297 | Time: 5622.93 ms [2022-02-04 17:30:31 main:574] : INFO : Epoch 1704 | loss: 0.0310728 | val_loss: 0.0312196 | Time: 5658.97 ms [2022-02-04 17:30:37 main:574] : INFO : Epoch 1705 | loss: 0.0310757 | val_loss: 0.0312238 | Time: 5518.88 ms [2022-02-04 17:30:42 main:574] : INFO : Epoch 1706 | loss: 0.0310803 | val_loss: 0.031211 | Time: 5585.86 ms [2022-02-04 17:30:48 main:574] : INFO : Epoch 1707 | loss: 0.0310822 | val_loss: 0.0312216 | Time: 5535.74 ms [2022-02-04 17:30:54 main:574] : INFO : Epoch 1708 | loss: 0.0310872 | val_loss: 0.0312208 | Time: 5621.53 ms [2022-02-04 17:30:59 main:574] : INFO : Epoch 1709 | loss: 0.0311007 | val_loss: 0.0312097 | Time: 5596.59 ms [2022-02-04 17:31:05 main:574] : INFO : Epoch 1710 | loss: 0.0310866 | val_loss: 0.0312143 | Time: 5593.09 ms [2022-02-04 17:31:10 main:574] : INFO : Epoch 1711 | loss: 0.0310756 | val_loss: 0.031229 | Time: 5515.97 ms [2022-02-04 17:31:26 main:574] : INFO : Epoch 1712 | loss: 0.0310765 | val_loss: 0.0312111 | Time: 15264.3 ms [2022-02-04 17:31:31 main:574] : INFO : Epoch 1713 | loss: 0.0310773 | val_loss: 0.0312331 | Time: 5410.13 ms [2022-02-04 17:31:37 main:574] : INFO : Epoch 1714 | loss: 0.0310778 | val_loss: 0.0312147 | Time: 6036.89 ms [2022-02-04 17:31:43 main:574] : INFO : Epoch 1715 | loss: 0.0310728 | val_loss: 0.0312253 | Time: 5731.77 ms [2022-02-04 17:31:49 main:574] : INFO : Epoch 1716 | loss: 0.0310753 | val_loss: 0.0312086 | Time: 5849.99 ms [2022-02-04 17:31:55 main:574] : INFO : Epoch 1717 | loss: 0.0310801 | val_loss: 0.0312167 | Time: 5997.11 ms [2022-02-04 17:32:01 main:574] : INFO : Epoch 1718 | loss: 0.0310757 | val_loss: 0.0312153 | Time: 5986.21 ms [2022-02-04 17:32:07 main:574] : INFO : Epoch 1719 | loss: 0.0310745 | val_loss: 0.031236 | Time: 5981.71 ms [2022-02-04 17:32:13 main:574] : INFO : Epoch 1720 | loss: 0.0310789 | val_loss: 0.0312205 | Time: 5938.49 ms [2022-02-04 17:32:19 main:574] : INFO : Epoch 1721 | loss: 0.0310777 | val_loss: 0.0312181 | Time: 5957.61 ms [2022-02-04 17:32:34 main:574] : INFO : Epoch 1722 | loss: 0.031075 | val_loss: 0.0312257 | Time: 15392.4 ms [2022-02-04 17:32:38 main:574] : INFO : Epoch 1723 | loss: 0.0310752 | val_loss: 0.031219 | Time: 4216.04 ms [2022-02-04 17:32:44 main:574] : INFO : Epoch 1724 | loss: 0.0310792 | val_loss: 0.0312262 | Time: 6119.82 ms [2022-02-04 17:32:51 main:574] : INFO : Epoch 1725 | loss: 0.0310798 | val_loss: 0.0312204 | Time: 6284.07 ms [2022-02-04 17:32:57 main:574] : INFO : Epoch 1726 | loss: 0.0310743 | val_loss: 0.0312203 | Time: 6106.64 ms [2022-02-04 17:33:03 main:574] : INFO : Epoch 1727 | loss: 0.0310782 | val_loss: 0.0312315 | Time: 6231.73 ms [2022-02-04 17:33:09 main:574] : INFO : Epoch 1728 | loss: 0.0310818 | val_loss: 0.0312101 | Time: 6293.8 ms [2022-02-04 17:33:16 main:574] : INFO : Epoch 1729 | loss: 0.0310795 | val_loss: 0.0312155 | Time: 6277.8 ms [2022-02-04 17:33:22 main:574] : INFO : Epoch 1730 | loss: 0.0310828 | val_loss: 0.0312112 | Time: 6149.69 ms [2022-02-04 17:33:28 main:574] : INFO : Epoch 1731 | loss: 0.0310742 | val_loss: 0.0312173 | Time: 6308.64 ms [2022-02-04 17:33:34 main:574] : INFO : Epoch 1732 | loss: 0.0310698 | val_loss: 0.0312171 | Time: 6328.27 ms [2022-02-04 17:33:41 main:574] : INFO : Epoch 1733 | loss: 0.0310688 | val_loss: 0.0312203 | Time: 6835.05 ms [2022-02-04 17:33:48 main:574] : INFO : Epoch 1734 | loss: 0.0310666 | val_loss: 0.0312093 | Time: 6638.24 ms [2022-02-04 17:33:54 main:574] : INFO : Epoch 1735 | loss: 0.031073 | val_loss: 0.0312268 | Time: 6623.64 ms [2022-02-04 17:34:01 main:574] : INFO : Epoch 1736 | loss: 0.0310743 | val_loss: 0.0312284 | Time: 6788.02 ms [2022-02-04 17:34:08 main:574] : INFO : Epoch 1737 | loss: 0.0310771 | val_loss: 0.031215 | Time: 6811.93 ms [2022-02-04 17:34:15 main:574] : INFO : Epoch 1738 | loss: 0.0310765 | val_loss: 0.03124 | Time: 6648.81 ms [2022-02-04 17:34:22 main:574] : INFO : Epoch 1739 | loss: 0.0310763 | val_loss: 0.0312184 | Time: 6884.3 ms [2022-02-04 17:34:28 main:574] : INFO : Epoch 1740 | loss: 0.0310735 | val_loss: 0.0312131 | Time: 6539.63 ms [2022-02-04 17:34:35 main:574] : INFO : Epoch 1741 | loss: 0.031079 | val_loss: 0.031223 | Time: 6744.3 ms [2022-02-04 17:34:42 main:574] : INFO : Epoch 1742 | loss: 0.0311032 | val_loss: 0.0312093 | Time: 6755.59 ms [2022-02-04 17:34:48 main:574] : INFO : Epoch 1743 | loss: 0.0311059 | val_loss: 0.0312116 | Time: 6759.56 ms [2022-02-04 17:34:55 main:574] : INFO : Epoch 1744 | loss: 0.031098 | val_loss: 0.0312086 | Time: 6571.59 ms [2022-02-04 17:35:02 main:574] : INFO : Epoch 1745 | loss: 0.031088 | val_loss: 0.0312131 | Time: 6791.6 ms [2022-02-04 17:35:09 main:574] : INFO : Epoch 1746 | loss: 0.0310813 | val_loss: 0.0312121 | Time: 6756.94 ms [2022-02-04 17:35:15 main:574] : INFO : Epoch 1747 | loss: 0.0310746 | val_loss: 0.031211 | Time: 6833.34 ms [2022-02-04 17:35:22 main:574] : INFO : Epoch 1748 | loss: 0.031077 | val_loss: 0.0312244 | Time: 6851.66 ms [2022-02-04 17:35:29 main:574] : INFO : Epoch 1749 | loss: 0.0310756 | val_loss: 0.0312225 | Time: 6727.28 ms [2022-02-04 17:35:36 main:574] : INFO : Epoch 1750 | loss: 0.0310778 | val_loss: 0.0312074 | Time: 6801.53 ms [2022-02-04 17:35:42 main:574] : INFO : Epoch 1751 | loss: 0.0310839 | val_loss: 0.0312201 | Time: 6636.63 ms [2022-02-04 17:35:49 main:574] : INFO : Epoch 1752 | loss: 0.0310758 | val_loss: 0.0312124 | Time: 6761.44 ms [2022-02-04 17:35:56 main:574] : INFO : Epoch 1753 | loss: 0.0310756 | val_loss: 0.0312236 | Time: 6589.59 ms [2022-02-04 17:36:03 main:574] : INFO : Epoch 1754 | loss: 0.0310704 | val_loss: 0.0312181 | Time: 6744.22 ms [2022-02-04 17:36:09 main:574] : INFO : Epoch 1755 | loss: 0.031082 | val_loss: 0.0312107 | Time: 6874.61 ms [2022-02-04 17:36:16 main:574] : INFO : Epoch 1756 | loss: 0.0310786 | val_loss: 0.0312151 | Time: 6694.83 ms [2022-02-04 17:36:23 main:574] : INFO : Epoch 1757 | loss: 0.0310756 | val_loss: 0.0312168 | Time: 6619.71 ms [2022-02-04 17:36:30 main:574] : INFO : Epoch 1758 | loss: 0.0310768 | val_loss: 0.0312301 | Time: 6834.2 ms [2022-02-04 17:36:36 main:574] : INFO : Epoch 1759 | loss: 0.0310747 | val_loss: 0.031222 | Time: 6776.68 ms [2022-02-04 17:36:43 main:574] : INFO : Epoch 1760 | loss: 0.0310761 | val_loss: 0.0312162 | Time: 6909.01 ms [2022-02-04 17:36:50 main:574] : INFO : Epoch 1761 | loss: 0.0310731 | val_loss: 0.0312082 | Time: 6899.58 ms [2022-02-04 17:36:57 main:574] : INFO : Epoch 1762 | loss: 0.0310679 | val_loss: 0.0312289 | Time: 6784.86 ms [2022-02-04 17:37:04 main:574] : INFO : Epoch 1763 | loss: 0.0310725 | val_loss: 0.0312164 | Time: 7005.74 ms [2022-02-04 17:37:11 main:574] : INFO : Epoch 1764 | loss: 0.0310713 | val_loss: 0.0312123 | Time: 6866.99 ms [2022-02-04 17:37:18 main:574] : INFO : Epoch 1765 | loss: 0.0310733 | val_loss: 0.0312229 | Time: 6763.67 ms [2022-02-04 17:37:25 main:574] : INFO : Epoch 1766 | loss: 0.0310729 | val_loss: 0.0312236 | Time: 6851.43 ms [2022-02-04 17:37:31 main:574] : INFO : Epoch 1767 | loss: 0.0310666 | val_loss: 0.0312119 | Time: 6653.69 ms [2022-02-04 17:37:38 main:574] : INFO : Epoch 1768 | loss: 0.0310666 | val_loss: 0.0312312 | Time: 6757.67 ms [2022-02-04 17:37:45 main:574] : INFO : Epoch 1769 | loss: 0.031065 | val_loss: 0.0312241 | Time: 6767.32 ms [2022-02-04 17:37:52 main:574] : INFO : Epoch 1770 | loss: 0.0310714 | val_loss: 0.031231 | Time: 6871.02 ms [2022-02-04 17:37:58 main:574] : INFO : Epoch 1771 | loss: 0.0310794 | val_loss: 0.031221 | Time: 6663.97 ms [2022-02-04 17:38:05 main:574] : INFO : Epoch 1772 | loss: 0.0310765 | val_loss: 0.0312141 | Time: 6239.17 ms [2022-02-04 17:38:11 main:574] : INFO : Epoch 1773 | loss: 0.0310904 | val_loss: 0.0312136 | Time: 6277.45 ms [2022-02-04 17:38:17 main:574] : INFO : Epoch 1774 | loss: 0.0310899 | val_loss: 0.0312144 | Time: 6240.04 ms [2022-02-04 17:38:23 main:574] : INFO : Epoch 1775 | loss: 0.0311134 | val_loss: 0.0312012 | Time: 6352.88 ms [2022-02-04 17:38:30 main:574] : INFO : Epoch 1776 | loss: 0.0311111 | val_loss: 0.0312019 | Time: 6308.5 ms [2022-02-04 17:38:36 main:574] : INFO : Epoch 1777 | loss: 0.0310995 | val_loss: 0.0312112 | Time: 6267.9 ms [2022-02-04 17:38:44 main:574] : INFO : Epoch 1778 | loss: 0.031091 | val_loss: 0.0312254 | Time: 8086.61 ms [2022-02-04 17:38:51 main:574] : INFO : Epoch 1779 | loss: 0.0310832 | val_loss: 0.0312114 | Time: 6700.97 ms [2022-02-04 17:38:57 main:574] : INFO : Epoch 1780 | loss: 0.0310802 | val_loss: 0.0312114 | Time: 6523.48 ms [2022-02-04 17:39:04 main:574] : INFO : Epoch 1781 | loss: 0.0310814 | val_loss: 0.0312178 | Time: 6350.17 ms [2022-02-04 17:39:10 main:574] : INFO : Epoch 1782 | loss: 0.0310829 | val_loss: 0.0312034 | Time: 6295.43 ms [2022-02-04 17:39:16 main:574] : INFO : Epoch 1783 | loss: 0.031081 | val_loss: 0.0312126 | Time: 6190.09 ms [2022-02-04 17:39:22 main:574] : INFO : Epoch 1784 | loss: 0.0310738 | val_loss: 0.0312184 | Time: 6177.92 ms [2022-02-04 17:39:29 main:574] : INFO : Epoch 1785 | loss: 0.0310719 | val_loss: 0.0312188 | Time: 6223.55 ms [2022-02-04 17:39:35 main:574] : INFO : Epoch 1786 | loss: 0.0310735 | val_loss: 0.0312211 | Time: 6391.39 ms [2022-02-04 17:39:41 main:574] : INFO : Epoch 1787 | loss: 0.0310718 | val_loss: 0.0312225 | Time: 6303.43 ms [2022-02-04 17:39:48 main:574] : INFO : Epoch 1788 | loss: 0.0310712 | val_loss: 0.0312071 | Time: 6612.65 ms [2022-02-04 17:39:55 main:574] : INFO : Epoch 1789 | loss: 0.0310756 | val_loss: 0.0312181 | Time: 6589.91 ms [2022-02-04 17:40:01 main:574] : INFO : Epoch 1790 | loss: 0.0310803 | val_loss: 0.0312163 | Time: 6453.1 ms [2022-02-04 17:40:07 main:574] : INFO : Epoch 1791 | loss: 0.0310828 | val_loss: 0.0312161 | Time: 6328.97 ms [2022-02-04 17:40:13 main:574] : INFO : Epoch 1792 | loss: 0.0310755 | val_loss: 0.0312221 | Time: 6160.16 ms [2022-02-04 17:40:20 main:574] : INFO : Epoch 1793 | loss: 0.0310809 | val_loss: 0.0312076 | Time: 6188.39 ms [2022-02-04 17:40:26 main:574] : INFO : Epoch 1794 | loss: 0.0310841 | val_loss: 0.0312222 | Time: 6268.19 ms [2022-02-04 17:40:32 main:574] : INFO : Epoch 1795 | loss: 0.0310819 | val_loss: 0.0312135 | Time: 6280.52 ms [2022-02-04 17:40:38 main:574] : INFO : Epoch 1796 | loss: 0.0310757 | val_loss: 0.0312271 | Time: 6212.76 ms [2022-02-04 17:40:45 main:574] : INFO : Epoch 1797 | loss: 0.0310732 | val_loss: 0.031216 | Time: 6191.01 ms [2022-02-04 17:40:51 main:574] : INFO : Epoch 1798 | loss: 0.0310729 | val_loss: 0.0312248 | Time: 6456.55 ms [2022-02-04 17:40:57 main:574] : INFO : Epoch 1799 | loss: 0.0310782 | val_loss: 0.0312022 | Time: 6397.18 ms [2022-02-04 17:41:04 main:574] : INFO : Epoch 1800 | loss: 0.0310882 | val_loss: 0.0312062 | Time: 6314.33 ms [2022-02-04 17:41:10 main:574] : INFO : Epoch 1801 | loss: 0.0310815 | val_loss: 0.0312202 | Time: 6131.61 ms [2022-02-04 17:41:16 main:574] : INFO : Epoch 1802 | loss: 0.0310794 | val_loss: 0.0312045 | Time: 6368.69 ms [2022-02-04 17:41:23 main:574] : INFO : Epoch 1803 | loss: 0.0310991 | val_loss: 0.0312041 | Time: 6427.87 ms [2022-02-04 17:41:29 main:574] : INFO : Epoch 1804 | loss: 0.0310941 | val_loss: 0.0312131 | Time: 6217.63 ms [2022-02-04 17:41:35 main:574] : INFO : Epoch 1805 | loss: 0.0310847 | val_loss: 0.0312144 | Time: 6159.83 ms [2022-02-04 17:41:41 main:574] : INFO : Epoch 1806 | loss: 0.0310867 | val_loss: 0.0312197 | Time: 6247.59 ms [2022-02-04 17:41:48 main:574] : INFO : Epoch 1807 | loss: 0.0310783 | val_loss: 0.0312082 | Time: 6301.11 ms [2022-02-04 17:41:54 main:574] : INFO : Epoch 1808 | loss: 0.0310712 | val_loss: 0.031219 | Time: 6318.03 ms [2022-02-04 17:42:01 main:574] : INFO : Epoch 1809 | loss: 0.031074 | val_loss: 0.0312252 | Time: 6478.69 ms [2022-02-04 17:42:07 main:574] : INFO : Epoch 1810 | loss: 0.0310704 | val_loss: 0.0312109 | Time: 6539.92 ms [2022-02-04 17:42:13 main:574] : INFO : Epoch 1811 | loss: 0.0310822 | val_loss: 0.0312163 | Time: 6434.66 ms [2022-02-04 17:42:20 main:574] : INFO : Epoch 1812 | loss: 0.0310814 | val_loss: 0.031215 | Time: 6362.59 ms [2022-02-04 17:42:26 main:574] : INFO : Epoch 1813 | loss: 0.0310852 | val_loss: 0.031221 | Time: 6249.04 ms [2022-02-04 17:42:32 main:574] : INFO : Epoch 1814 | loss: 0.0311032 | val_loss: 0.0312092 | Time: 6253.84 ms [2022-02-04 17:42:39 main:574] : INFO : Epoch 1815 | loss: 0.0310933 | val_loss: 0.0312176 | Time: 6366.89 ms [2022-02-04 17:42:45 main:574] : INFO : Epoch 1816 | loss: 0.0310899 | val_loss: 0.0312099 | Time: 6236.39 ms [2022-02-04 17:42:51 main:574] : INFO : Epoch 1817 | loss: 0.0310866 | val_loss: 0.0312255 | Time: 6249.24 ms [2022-02-04 17:42:58 main:574] : INFO : Epoch 1818 | loss: 0.0310818 | val_loss: 0.0312375 | Time: 6386.7 ms [2022-02-04 17:43:04 main:574] : INFO : Epoch 1819 | loss: 0.0310749 | val_loss: 0.0312187 | Time: 6072.83 ms [2022-02-04 17:43:10 main:574] : INFO : Epoch 1820 | loss: 0.0310805 | val_loss: 0.0312074 | Time: 6213.45 ms [2022-02-04 17:43:16 main:574] : INFO : Epoch 1821 | loss: 0.0310775 | val_loss: 0.0312311 | Time: 6302.6 ms [2022-02-04 17:43:23 main:574] : INFO : Epoch 1822 | loss: 0.0310719 | val_loss: 0.0312214 | Time: 6303.33 ms [2022-02-04 17:43:29 main:574] : INFO : Epoch 1823 | loss: 0.0310722 | val_loss: 0.031222 | Time: 6372.95 ms [2022-02-04 17:43:35 main:574] : INFO : Epoch 1824 | loss: 0.0310885 | val_loss: 0.0312099 | Time: 6202.93 ms [2022-02-04 17:43:41 main:574] : INFO : Epoch 1825 | loss: 0.0310863 | val_loss: 0.0312208 | Time: 6227.3 ms [2022-02-04 17:43:48 main:574] : INFO : Epoch 1826 | loss: 0.0310829 | val_loss: 0.0312247 | Time: 6300.86 ms [2022-02-04 17:43:54 main:574] : INFO : Epoch 1827 | loss: 0.0310791 | val_loss: 0.0312211 | Time: 6086.24 ms [2022-02-04 17:44:00 main:574] : INFO : Epoch 1828 | loss: 0.0310763 | val_loss: 0.0312128 | Time: 6275.59 ms [2022-02-04 17:44:06 main:574] : INFO : Epoch 1829 | loss: 0.0310775 | val_loss: 0.0312219 | Time: 6378.42 ms [2022-02-04 17:44:13 main:574] : INFO : Epoch 1830 | loss: 0.0310744 | val_loss: 0.0312171 | Time: 6341.7 ms [2022-02-04 17:44:19 main:574] : INFO : Epoch 1831 | loss: 0.0310802 | val_loss: 0.0312271 | Time: 6382.68 ms [2022-02-04 17:44:25 main:574] : INFO : Epoch 1832 | loss: 0.0310842 | val_loss: 0.0312205 | Time: 6314.67 ms [2022-02-04 17:44:32 main:574] : INFO : Epoch 1833 | loss: 0.0310889 | val_loss: 0.0312141 | Time: 6269.05 ms [2022-02-04 17:44:38 main:574] : INFO : Epoch 1834 | loss: 0.0310901 | val_loss: 0.0312181 | Time: 6130.11 ms [2022-02-04 17:44:44 main:574] : INFO : Epoch 1835 | loss: 0.0310818 | val_loss: 0.0312158 | Time: 6152.99 ms [2022-02-04 17:44:50 main:574] : INFO : Epoch 1836 | loss: 0.0310767 | val_loss: 0.0312188 | Time: 6347.64 ms [2022-02-04 17:44:57 main:574] : INFO : Epoch 1837 | loss: 0.0310755 | val_loss: 0.0312204 | Time: 6252.1 ms [2022-02-04 17:45:03 main:574] : INFO : Epoch 1838 | loss: 0.0310811 | val_loss: 0.0312068 | Time: 6243.4 ms [2022-02-04 17:45:09 main:574] : INFO : Epoch 1839 | loss: 0.0310891 | val_loss: 0.0312177 | Time: 6230.85 ms [2022-02-04 17:45:16 main:574] : INFO : Epoch 1840 | loss: 0.0310776 | val_loss: 0.0312169 | Time: 6381.17 ms [2022-02-04 17:45:22 main:574] : INFO : Epoch 1841 | loss: 0.031072 | val_loss: 0.0312341 | Time: 6274.03 ms [2022-02-04 17:45:28 main:574] : INFO : Epoch 1842 | loss: 0.0310701 | val_loss: 0.0312325 | Time: 6170.32 ms [2022-02-04 17:45:34 main:574] : INFO : Epoch 1843 | loss: 0.0310741 | val_loss: 0.0312335 | Time: 6368.26 ms [2022-02-04 17:45:41 main:574] : INFO : Epoch 1844 | loss: 0.0310849 | val_loss: 0.0312091 | Time: 6249.89 ms [2022-02-04 17:45:47 main:574] : INFO : Epoch 1845 | loss: 0.0310821 | val_loss: 0.0312082 | Time: 6198.02 ms [2022-02-04 17:45:53 main:574] : INFO : Epoch 1846 | loss: 0.0310798 | val_loss: 0.0312158 | Time: 6127.06 ms [2022-02-04 17:45:59 main:574] : INFO : Epoch 1847 | loss: 0.0310764 | val_loss: 0.0312182 | Time: 6251.38 ms [2022-02-04 17:46:06 main:574] : INFO : Epoch 1848 | loss: 0.0310797 | val_loss: 0.0312192 | Time: 6426.13 ms [2022-02-04 17:46:12 main:574] : INFO : Epoch 1849 | loss: 0.0310852 | val_loss: 0.031216 | Time: 6276.63 ms [2022-02-04 17:46:18 main:574] : INFO : Epoch 1850 | loss: 0.0310844 | val_loss: 0.0312241 | Time: 6250.12 ms [2022-02-04 17:46:24 main:574] : INFO : Epoch 1851 | loss: 0.0310794 | val_loss: 0.0312251 | Time: 6247.35 ms [2022-02-04 17:46:31 main:574] : INFO : Epoch 1852 | loss: 0.0310822 | val_loss: 0.0312125 | Time: 6202 ms [2022-02-04 17:46:37 main:574] : INFO : Epoch 1853 | loss: 0.0310757 | val_loss: 0.0312197 | Time: 6264.61 ms [2022-02-04 17:46:43 main:574] : INFO : Epoch 1854 | loss: 0.0310718 | val_loss: 0.0312126 | Time: 6314.23 ms [2022-02-04 17:46:49 main:574] : INFO : Epoch 1855 | loss: 0.031072 | val_loss: 0.0312249 | Time: 6196.07 ms [2022-02-04 17:46:56 main:574] : INFO : Epoch 1856 | loss: 0.031071 | val_loss: 0.0312061 | Time: 6244.98 ms [2022-02-04 17:47:02 main:574] : INFO : Epoch 1857 | loss: 0.0310758 | val_loss: 0.0312079 | Time: 6209.92 ms [2022-02-04 17:47:08 main:574] : INFO : Epoch 1858 | loss: 0.031077 | val_loss: 0.0312135 | Time: 6235.99 ms [2022-02-04 17:47:14 main:574] : INFO : Epoch 1859 | loss: 0.0310736 | val_loss: 0.0312154 | Time: 6324.97 ms [2022-02-04 17:47:21 main:574] : INFO : Epoch 1860 | loss: 0.0310784 | val_loss: 0.0312174 | Time: 6249.01 ms [2022-02-04 17:47:27 main:574] : INFO : Epoch 1861 | loss: 0.0310717 | val_loss: 0.031225 | Time: 6273.8 ms [2022-02-04 17:47:33 main:574] : INFO : Epoch 1862 | loss: 0.0310694 | val_loss: 0.0312266 | Time: 6321.77 ms [2022-02-04 17:47:40 main:574] : INFO : Epoch 1863 | loss: 0.0310776 | val_loss: 0.0312342 | Time: 6717.91 ms [2022-02-04 17:47:47 main:574] : INFO : Epoch 1864 | loss: 0.031076 | val_loss: 0.0312361 | Time: 6607.18 ms [2022-02-04 17:47:54 main:574] : INFO : Epoch 1865 | loss: 0.0310705 | val_loss: 0.0312317 | Time: 7317.6 ms [2022-02-04 17:48:09 main:574] : INFO : Epoch 1866 | loss: 0.0310691 | val_loss: 0.0312287 | Time: 15115.5 ms [2022-02-04 17:48:24 main:574] : INFO : Epoch 1867 | loss: 0.0310651 | val_loss: 0.031215 | Time: 14750.6 ms [2022-02-04 17:48:39 main:574] : INFO : Epoch 1868 | loss: 0.0310725 | val_loss: 0.0312169 | Time: 14770.5 ms [2022-02-04 17:48:54 main:574] : INFO : Epoch 1869 | loss: 0.031072 | val_loss: 0.0312104 | Time: 14953 ms [2022-02-04 17:49:09 main:574] : INFO : Epoch 1870 | loss: 0.0310676 | val_loss: 0.0312241 | Time: 14961.7 ms [2022-02-04 17:49:23 main:574] : INFO : Epoch 1871 | loss: 0.0310733 | val_loss: 0.0312326 | Time: 14761.8 ms [2022-02-04 17:49:38 main:574] : INFO : Epoch 1872 | loss: 0.031079 | val_loss: 0.031205 | Time: 14898.8 ms [2022-02-04 17:49:53 main:574] : INFO : Epoch 1873 | loss: 0.0310856 | val_loss: 0.0312112 | Time: 14937.3 ms [2022-02-04 17:50:08 main:574] : INFO : Epoch 1874 | loss: 0.0310767 | val_loss: 0.0312123 | Time: 14916 ms [2022-02-04 17:50:23 main:574] : INFO : Epoch 1875 | loss: 0.0310724 | val_loss: 0.0312093 | Time: 14942.3 ms [2022-02-04 17:50:38 main:574] : INFO : Epoch 1876 | loss: 0.0310803 | val_loss: 0.0312278 | Time: 14953.1 ms [2022-02-04 17:50:53 main:574] : INFO : Epoch 1877 | loss: 0.0310817 | val_loss: 0.0312177 | Time: 14804.9 ms [2022-02-04 17:51:08 main:574] : INFO : Epoch 1878 | loss: 0.0310871 | val_loss: 0.0312069 | Time: 14783.6 ms [2022-02-04 17:51:23 main:574] : INFO : Epoch 1879 | loss: 0.0310841 | val_loss: 0.0312163 | Time: 15158.6 ms [2022-02-04 17:51:38 main:574] : INFO : Epoch 1880 | loss: 0.0310843 | val_loss: 0.0312206 | Time: 14957 ms [2022-02-04 17:51:53 main:574] : INFO : Epoch 1881 | loss: 0.0310815 | val_loss: 0.0312159 | Time: 14791.5 ms [2022-02-04 17:52:07 main:574] : INFO : Epoch 1882 | loss: 0.0310885 | val_loss: 0.0312189 | Time: 14328.7 ms [2022-02-04 17:52:22 main:574] : INFO : Epoch 1883 | loss: 0.0310877 | val_loss: 0.0312047 | Time: 14680.1 ms [2022-02-04 17:52:37 main:574] : INFO : Epoch 1884 | loss: 0.031081 | val_loss: 0.0312105 | Time: 15032.9 ms [2022-02-04 17:52:52 main:574] : INFO : Epoch 1885 | loss: 0.0310771 | val_loss: 0.0312205 | Time: 14929.7 ms [2022-02-04 17:53:06 main:574] : INFO : Epoch 1886 | loss: 0.0310781 | val_loss: 0.0312241 | Time: 14861.2 ms [2022-02-04 17:53:21 main:574] : INFO : Epoch 1887 | loss: 0.0310721 | val_loss: 0.0312196 | Time: 14819.1 ms [2022-02-04 17:53:36 main:574] : INFO : Epoch 1888 | loss: 0.0310747 | val_loss: 0.0312302 | Time: 14625.2 ms [2022-02-04 17:53:51 main:574] : INFO : Epoch 1889 | loss: 0.0310758 | val_loss: 0.0312235 | Time: 14868.4 ms [2022-02-04 17:54:05 main:574] : INFO : Epoch 1890 | loss: 0.0310728 | val_loss: 0.0312159 | Time: 14593 ms [2022-02-04 17:54:20 main:574] : INFO : Epoch 1891 | loss: 0.0310719 | val_loss: 0.0312211 | Time: 14666.5 ms [2022-02-04 17:54:34 main:574] : INFO : Epoch 1892 | loss: 0.0310716 | val_loss: 0.0312182 | Time: 14293.8 ms [2022-02-04 17:54:50 main:574] : INFO : Epoch 1893 | loss: 0.0310775 | val_loss: 0.0312156 | Time: 15159.3 ms [2022-02-04 17:55:05 main:574] : INFO : Epoch 1894 | loss: 0.0310795 | val_loss: 0.0312202 | Time: 14988.7 ms [2022-02-04 17:55:19 main:574] : INFO : Epoch 1895 | loss: 0.0310731 | val_loss: 0.0312197 | Time: 14740.4 ms [2022-02-04 17:55:34 main:574] : INFO : Epoch 1896 | loss: 0.0310765 | val_loss: 0.0312209 | Time: 14758 ms [2022-02-04 17:55:48 main:574] : INFO : Epoch 1897 | loss: 0.0310795 | val_loss: 0.031214 | Time: 14177.7 ms [2022-02-04 17:56:04 main:574] : INFO : Epoch 1898 | loss: 0.031071 | val_loss: 0.0312412 | Time: 15490.7 ms [2022-02-04 17:56:19 main:574] : INFO : Epoch 1899 | loss: 0.0310789 | val_loss: 0.0312139 | Time: 14872.2 ms [2022-02-04 17:56:34 main:574] : INFO : Epoch 1900 | loss: 0.0310791 | val_loss: 0.0312366 | Time: 15150.6 ms [2022-02-04 17:56:49 main:574] : INFO : Epoch 1901 | loss: 0.0310774 | val_loss: 0.0312319 | Time: 14995 ms [2022-02-04 17:57:04 main:574] : INFO : Epoch 1902 | loss: 0.0310776 | val_loss: 0.0312143 | Time: 15402.7 ms [2022-02-04 17:57:19 main:574] : INFO : Epoch 1903 | loss: 0.0310776 | val_loss: 0.0312181 | Time: 14385.2 ms [2022-02-04 17:57:33 main:574] : INFO : Epoch 1904 | loss: 0.031079 | val_loss: 0.0312234 | Time: 13982.7 ms [2022-02-04 17:57:48 main:574] : INFO : Epoch 1905 | loss: 0.0310698 | val_loss: 0.0312254 | Time: 14955.3 ms [2022-02-04 17:58:02 main:574] : INFO : Epoch 1906 | loss: 0.0310668 | val_loss: 0.0312188 | Time: 14779 ms [2022-02-04 17:58:17 main:574] : INFO : Epoch 1907 | loss: 0.0310761 | val_loss: 0.0312068 | Time: 14731.9 ms [2022-02-04 17:58:32 main:574] : INFO : Epoch 1908 | loss: 0.0311036 | val_loss: 0.031212 | Time: 14904.6 ms [2022-02-04 17:58:47 main:574] : INFO : Epoch 1909 | loss: 0.0311104 | val_loss: 0.0311984 | Time: 15040.4 ms [2022-02-04 17:59:01 main:574] : INFO : Epoch 1910 | loss: 0.0311244 | val_loss: 0.03119 | Time: 14008.5 ms [2022-02-04 17:59:16 main:574] : INFO : Epoch 1911 | loss: 0.0311093 | val_loss: 0.031206 | Time: 15257.1 ms [2022-02-04 17:59:31 main:574] : INFO : Epoch 1912 | loss: 0.0310913 | val_loss: 0.0312038 | Time: 14862.1 ms [2022-02-04 17:59:46 main:574] : INFO : Epoch 1913 | loss: 0.0310846 | val_loss: 0.0312079 | Time: 15020.1 ms [2022-02-04 18:00:01 main:574] : INFO : Epoch 1914 | loss: 0.0310853 | val_loss: 0.0312188 | Time: 14995.1 ms [2022-02-04 18:00:16 main:574] : INFO : Epoch 1915 | loss: 0.0310833 | val_loss: 0.0312138 | Time: 15068.2 ms [2022-02-04 18:00:32 main:574] : INFO : Epoch 1916 | loss: 0.0311103 | val_loss: 0.0311974 | Time: 15161.9 ms [2022-02-04 18:00:47 main:574] : INFO : Epoch 1917 | loss: 0.0311085 | val_loss: 0.0311952 | Time: 15300.8 ms [2022-02-04 18:01:03 main:574] : INFO : Epoch 1918 | loss: 0.0310993 | val_loss: 0.0312081 | Time: 16395.3 ms [2022-02-04 18:01:18 main:574] : INFO : Epoch 1919 | loss: 0.0310909 | val_loss: 0.0312109 | Time: 15188.5 ms [2022-02-04 18:01:34 main:574] : INFO : Epoch 1920 | loss: 0.0310829 | val_loss: 0.0312167 | Time: 15224.4 ms [2022-02-04 18:01:49 main:574] : INFO : Epoch 1921 | loss: 0.0310883 | val_loss: 0.0312177 | Time: 14920 ms [2022-02-04 18:02:03 main:574] : INFO : Epoch 1922 | loss: 0.0310872 | val_loss: 0.0312101 | Time: 14775.2 ms [2022-02-04 18:02:17 main:574] : INFO : Epoch 1923 | loss: 0.0310825 | val_loss: 0.0312065 | Time: 13990.7 ms [2022-02-04 18:02:32 main:574] : INFO : Epoch 1924 | loss: 0.0310739 | val_loss: 0.0312117 | Time: 15001 ms [2022-02-04 18:02:47 main:574] : INFO : Epoch 1925 | loss: 0.031077 | val_loss: 0.0312165 | Time: 14705.9 ms [2022-02-04 18:03:02 main:574] : INFO : Epoch 1926 | loss: 0.0310788 | val_loss: 0.0312111 | Time: 15310.9 ms [2022-02-04 18:03:17 main:574] : INFO : Epoch 1927 | loss: 0.0310793 | val_loss: 0.0312205 | Time: 14634.5 ms [2022-02-04 18:03:32 main:574] : INFO : Epoch 1928 | loss: 0.0310796 | val_loss: 0.0312176 | Time: 14904.4 ms [2022-02-04 18:03:47 main:574] : INFO : Epoch 1929 | loss: 0.0310811 | val_loss: 0.0312124 | Time: 15324.2 ms [2022-02-04 18:04:02 main:574] : INFO : Epoch 1930 | loss: 0.0310776 | val_loss: 0.0312191 | Time: 14723.8 ms [2022-02-04 18:04:17 main:574] : INFO : Epoch 1931 | loss: 0.0310779 | val_loss: 0.03121 | Time: 15224.8 ms [2022-02-04 18:04:32 main:574] : INFO : Epoch 1932 | loss: 0.0310925 | val_loss: 0.0312118 | Time: 14993.6 ms [2022-02-04 18:04:47 main:574] : INFO : Epoch 1933 | loss: 0.0311026 | val_loss: 0.0311981 | Time: 14938.5 ms [2022-02-04 18:05:02 main:574] : INFO : Epoch 1934 | loss: 0.0311018 | val_loss: 0.0312098 | Time: 15188.2 ms [2022-02-04 18:05:17 main:574] : INFO : Epoch 1935 | loss: 0.0310956 | val_loss: 0.0312021 | Time: 14905.8 ms [2022-02-04 18:05:32 main:574] : INFO : Epoch 1936 | loss: 0.03109 | val_loss: 0.0312067 | Time: 14932.1 ms [2022-02-04 18:05:48 main:574] : INFO : Epoch 1937 | loss: 0.0310857 | val_loss: 0.0312092 | Time: 15159.3 ms [2022-02-04 18:06:02 main:574] : INFO : Epoch 1938 | loss: 0.0310786 | val_loss: 0.031209 | Time: 14768.5 ms [2022-02-04 18:06:17 main:574] : INFO : Epoch 1939 | loss: 0.0310791 | val_loss: 0.0312155 | Time: 15023.3 ms [2022-02-04 18:06:32 main:574] : INFO : Epoch 1940 | loss: 0.0310726 | val_loss: 0.0312092 | Time: 14995.9 ms [2022-02-04 18:06:47 main:574] : INFO : Epoch 1941 | loss: 0.0310726 | val_loss: 0.0312172 | Time: 15088.4 ms [2022-02-04 18:07:02 main:574] : INFO : Epoch 1942 | loss: 0.0310748 | val_loss: 0.0312177 | Time: 14916.2 ms [2022-02-04 18:07:17 main:574] : INFO : Epoch 1943 | loss: 0.0310692 | val_loss: 0.0312192 | Time: 14902 ms [2022-02-04 18:07:33 main:574] : INFO : Epoch 1944 | loss: 0.0310963 | val_loss: 0.0311967 | Time: 15273.9 ms [2022-02-04 18:07:47 main:574] : INFO : Epoch 1945 | loss: 0.0311442 | val_loss: 0.0311917 | Time: 14102.4 ms [2022-02-04 18:08:01 main:574] : INFO : Epoch 1946 | loss: 0.0311347 | val_loss: 0.031197 | Time: 14854.4 ms [2022-02-04 18:08:17 main:574] : INFO : Epoch 1947 | loss: 0.0311266 | val_loss: 0.031197 | Time: 15230.8 ms [2022-02-04 18:08:32 main:574] : INFO : Epoch 1948 | loss: 0.0311164 | val_loss: 0.0312068 | Time: 14874.3 ms [2022-02-04 18:08:46 main:574] : INFO : Epoch 1949 | loss: 0.0311111 | val_loss: 0.0311896 | Time: 14655.9 ms [2022-02-04 18:09:01 main:574] : INFO : Epoch 1950 | loss: 0.0311055 | val_loss: 0.03121 | Time: 14902.8 ms [2022-02-04 18:09:17 main:574] : INFO : Epoch 1951 | loss: 0.031098 | val_loss: 0.0312038 | Time: 15516.4 ms [2022-02-04 18:09:32 main:574] : INFO : Epoch 1952 | loss: 0.0311245 | val_loss: 0.0311929 | Time: 15268.9 ms [2022-02-04 18:09:47 main:574] : INFO : Epoch 1953 | loss: 0.0311597 | val_loss: 0.0311857 | Time: 14667.2 ms [2022-02-04 18:10:02 main:574] : INFO : Epoch 1954 | loss: 0.0311547 | val_loss: 0.0311928 | Time: 15071.3 ms [2022-02-04 18:10:17 main:574] : INFO : Epoch 1955 | loss: 0.0311337 | val_loss: 0.0311956 | Time: 14926.2 ms [2022-02-04 18:10:31 main:574] : INFO : Epoch 1956 | loss: 0.0311235 | val_loss: 0.0311954 | Time: 14061.1 ms [2022-02-04 18:10:45 main:574] : INFO : Epoch 1957 | loss: 0.0311135 | val_loss: 0.0311963 | Time: 14595.9 ms [2022-02-04 18:11:00 main:574] : INFO : Epoch 1958 | loss: 0.0311079 | val_loss: 0.0311954 | Time: 14767.9 ms [2022-02-04 18:11:15 main:574] : INFO : Epoch 1959 | loss: 0.0311045 | val_loss: 0.031204 | Time: 15003 ms [2022-02-04 18:11:31 main:574] : INFO : Epoch 1960 | loss: 0.0310974 | val_loss: 0.0312016 | Time: 15494.3 ms [2022-02-04 18:11:45 main:574] : INFO : Epoch 1961 | loss: 0.0310935 | val_loss: 0.0312048 | Time: 14694.1 ms [2022-02-04 18:12:00 main:574] : INFO : Epoch 1962 | loss: 0.0310902 | val_loss: 0.0312081 | Time: 15020 ms [2022-02-04 18:12:15 main:574] : INFO : Epoch 1963 | loss: 0.0310896 | val_loss: 0.0312229 | Time: 14834.9 ms [2022-02-04 18:12:30 main:574] : INFO : Epoch 1964 | loss: 0.0310969 | val_loss: 0.0312112 | Time: 15036.6 ms [2022-02-04 18:12:44 main:574] : INFO : Epoch 1965 | loss: 0.0310877 | val_loss: 0.0312067 | Time: 13839.5 ms [2022-02-04 18:12:59 main:574] : INFO : Epoch 1966 | loss: 0.0310859 | val_loss: 0.0312066 | Time: 14933.5 ms [2022-02-04 18:13:14 main:574] : INFO : Epoch 1967 | loss: 0.0311626 | val_loss: 0.0311937 | Time: 14999.7 ms [2022-02-04 18:13:29 main:574] : INFO : Epoch 1968 | loss: 0.0311502 | val_loss: 0.0311889 | Time: 14578.3 ms [2022-02-04 18:13:43 main:574] : INFO : Epoch 1969 | loss: 0.0311295 | val_loss: 0.031191 | Time: 14503.5 ms [2022-02-04 18:13:58 main:574] : INFO : Epoch 1970 | loss: 0.0311208 | val_loss: 0.0311933 | Time: 14770.9 ms [2022-02-04 18:14:13 main:574] : INFO : Epoch 1971 | loss: 0.0311096 | val_loss: 0.0311942 | Time: 14519.5 ms [2022-02-04 18:14:28 main:574] : INFO : Epoch 1972 | loss: 0.0311038 | val_loss: 0.0312099 | Time: 15184.8 ms [2022-02-04 18:14:43 main:574] : INFO : Epoch 1973 | loss: 0.0310983 | val_loss: 0.031205 | Time: 14901.3 ms [2022-02-04 18:14:58 main:574] : INFO : Epoch 1974 | loss: 0.0310924 | val_loss: 0.0311979 | Time: 15315.9 ms [2022-02-04 18:15:13 main:574] : INFO : Epoch 1975 | loss: 0.0310889 | val_loss: 0.0312041 | Time: 14673.3 ms [2022-02-04 18:15:28 main:574] : INFO : Epoch 1976 | loss: 0.0310901 | val_loss: 0.0312101 | Time: 15190.5 ms [2022-02-04 18:15:43 main:574] : INFO : Epoch 1977 | loss: 0.0310856 | val_loss: 0.0312072 | Time: 14839.5 ms [2022-02-04 18:15:57 main:574] : INFO : Epoch 1978 | loss: 0.0310835 | val_loss: 0.0312164 | Time: 13986.3 ms [2022-02-04 18:16:12 main:574] : INFO : Epoch 1979 | loss: 0.0310813 | val_loss: 0.0312063 | Time: 15258.4 ms [2022-02-04 18:16:27 main:574] : INFO : Epoch 1980 | loss: 0.0310808 | val_loss: 0.0312114 | Time: 15154.9 ms [2022-02-04 18:16:43 main:574] : INFO : Epoch 1981 | loss: 0.0310827 | val_loss: 0.0312146 | Time: 15640.1 ms [2022-02-04 18:16:58 main:574] : INFO : Epoch 1982 | loss: 0.0310803 | val_loss: 0.0312152 | Time: 14991.4 ms [2022-02-04 18:17:13 main:574] : INFO : Epoch 1983 | loss: 0.0310826 | val_loss: 0.0312212 | Time: 15320.2 ms [2022-02-04 18:17:28 main:574] : INFO : Epoch 1984 | loss: 0.0310776 | val_loss: 0.0312082 | Time: 14932.2 ms [2022-02-04 18:17:42 main:574] : INFO : Epoch 1985 | loss: 0.0310724 | val_loss: 0.0312237 | Time: 14111 ms [2022-02-04 18:17:57 main:574] : INFO : Epoch 1986 | loss: 0.0310729 | val_loss: 0.0312146 | Time: 14845.6 ms [2022-02-04 18:18:12 main:574] : INFO : Epoch 1987 | loss: 0.0310781 | val_loss: 0.0312178 | Time: 14891.8 ms [2022-02-04 18:18:26 main:574] : INFO : Epoch 1988 | loss: 0.0310727 | val_loss: 0.0312171 | Time: 14150.9 ms [2022-02-04 18:18:41 main:574] : INFO : Epoch 1989 | loss: 0.0310766 | val_loss: 0.0312115 | Time: 15006.6 ms [2022-02-04 18:18:56 main:574] : INFO : Epoch 1990 | loss: 0.0310762 | val_loss: 0.0312173 | Time: 14924.3 ms [2022-02-04 18:19:11 main:574] : INFO : Epoch 1991 | loss: 0.03108 | val_loss: 0.0312007 | Time: 14513.8 ms [2022-02-04 18:19:26 main:574] : INFO : Epoch 1992 | loss: 0.0311101 | val_loss: 0.0312031 | Time: 15338.2 ms [2022-02-04 18:19:41 main:574] : INFO : Epoch 1993 | loss: 0.0311064 | val_loss: 0.0312082 | Time: 14780.6 ms [2022-02-04 18:19:56 main:574] : INFO : Epoch 1994 | loss: 0.0310973 | val_loss: 0.0312067 | Time: 14856.1 ms [2022-02-04 18:20:10 main:574] : INFO : Epoch 1995 | loss: 0.0310946 | val_loss: 0.0312116 | Time: 14710 ms [2022-02-04 18:20:25 main:574] : INFO : Epoch 1996 | loss: 0.0310935 | val_loss: 0.0312192 | Time: 14985.8 ms [2022-02-04 18:20:40 main:574] : INFO : Epoch 1997 | loss: 0.0311035 | val_loss: 0.031214 | Time: 14925.3 ms [2022-02-04 18:20:55 main:574] : INFO : Epoch 1998 | loss: 0.0310881 | val_loss: 0.0312124 | Time: 14976.1 ms [2022-02-04 18:21:11 main:574] : INFO : Epoch 1999 | loss: 0.0310762 | val_loss: 0.0312168 | Time: 15226.4 ms [2022-02-04 18:21:26 main:574] : INFO : Epoch 2000 | loss: 0.0310738 | val_loss: 0.0312102 | Time: 15163.2 ms [2022-02-04 18:21:41 main:574] : INFO : Epoch 2001 | loss: 0.0310776 | val_loss: 0.0312115 | Time: 15125.7 ms [2022-02-04 18:21:56 main:574] : INFO : Epoch 2002 | loss: 0.0310734 | val_loss: 0.0312069 | Time: 15138.9 ms [2022-02-04 18:22:11 main:574] : INFO : Epoch 2003 | loss: 0.031072 | val_loss: 0.0312254 | Time: 15325.8 ms [2022-02-04 18:22:26 main:574] : INFO : Epoch 2004 | loss: 0.0310751 | val_loss: 0.0312101 | Time: 14182.8 ms [2022-02-04 18:22:39 main:574] : INFO : Epoch 2005 | loss: 0.0310877 | val_loss: 0.0312121 | Time: 13666.5 ms [2022-02-04 18:22:54 main:574] : INFO : Epoch 2006 | loss: 0.0310926 | val_loss: 0.0312259 | Time: 14591.8 ms [2022-02-04 18:23:09 main:574] : INFO : Epoch 2007 | loss: 0.031083 | val_loss: 0.0312242 | Time: 14617.7 ms [2022-02-04 18:23:24 main:574] : INFO : Epoch 2008 | loss: 0.0310729 | val_loss: 0.0312212 | Time: 14998.9 ms [2022-02-04 18:23:38 main:574] : INFO : Epoch 2009 | loss: 0.0310699 | val_loss: 0.0312158 | Time: 14558.4 ms [2022-02-04 18:23:53 main:574] : INFO : Epoch 2010 | loss: 0.0310745 | val_loss: 0.0312188 | Time: 14756.1 ms [2022-02-04 18:24:07 main:574] : INFO : Epoch 2011 | loss: 0.0310797 | val_loss: 0.0312183 | Time: 14565.9 ms [2022-02-04 18:24:23 main:574] : INFO : Epoch 2012 | loss: 0.0310736 | val_loss: 0.0312264 | Time: 15277.5 ms [2022-02-04 18:24:38 main:574] : INFO : Epoch 2013 | loss: 0.0310696 | val_loss: 0.0312292 | Time: 14808.5 ms [2022-02-04 19:24:55 main:574] : INFO : Epoch 2014 | loss: 0.0310755 | val_loss: 0.0312177 | Time: 3.61715e+06 ms [2022-02-04 19:25:20 main:574] : INFO : Epoch 2015 | loss: 0.0310787 | val_loss: 0.0312229 | Time: 25124.5 ms [2022-02-04 19:25:34 main:574] : INFO : Epoch 2016 | loss: 0.0310781 | val_loss: 0.0312194 | Time: 13481.9 ms [2022-02-04 19:25:47 main:574] : INFO : Epoch 2017 | loss: 0.0310823 | val_loss: 0.0312141 | Time: 12800.1 ms [2022-02-04 19:26:00 main:574] : INFO : Epoch 2018 | loss: 0.0310758 | val_loss: 0.031218 | Time: 13616.9 ms [2022-02-04 19:26:14 main:574] : INFO : Epoch 2019 | loss: 0.031076 | val_loss: 0.0312143 | Time: 13408.7 ms [2022-02-04 19:26:27 main:574] : INFO : Epoch 2020 | loss: 0.0310866 | val_loss: 0.0312012 | Time: 13152.3 ms [2022-02-04 19:26:39 main:574] : INFO : Epoch 2021 | loss: 0.0310904 | val_loss: 0.0312118 | Time: 12201.2 ms [2022-02-04 19:26:52 main:574] : INFO : Epoch 2022 | loss: 0.0310857 | val_loss: 0.031221 | Time: 13109.6 ms [2022-02-04 19:27:05 main:574] : INFO : Epoch 2023 | loss: 0.0310803 | val_loss: 0.0312254 | Time: 12705.2 ms [2022-02-04 19:27:17 main:574] : INFO : Epoch 2024 | loss: 0.0310743 | val_loss: 0.0312287 | Time: 12188.7 ms [2022-02-04 19:27:30 main:574] : INFO : Epoch 2025 | loss: 0.0310745 | val_loss: 0.0312201 | Time: 12652.6 ms [2022-02-04 19:27:42 main:574] : INFO : Epoch 2026 | loss: 0.0310696 | val_loss: 0.0312243 | Time: 12386.9 ms [2022-02-04 19:27:55 main:574] : INFO : Epoch 2027 | loss: 0.0310695 | val_loss: 0.0312063 | Time: 13035.3 ms [2022-02-04 19:28:08 main:574] : INFO : Epoch 2028 | loss: 0.0310704 | val_loss: 0.0312231 | Time: 12681 ms [2022-02-04 19:28:21 main:574] : INFO : Epoch 2029 | loss: 0.0310731 | val_loss: 0.0312151 | Time: 12826.7 ms [2022-02-04 19:28:34 main:574] : INFO : Epoch 2030 | loss: 0.0310793 | val_loss: 0.0312151 | Time: 13434.4 ms [2022-02-04 19:28:47 main:574] : INFO : Epoch 2031 | loss: 0.0310737 | val_loss: 0.0312168 | Time: 12327.1 ms [2022-02-04 19:28:59 main:574] : INFO : Epoch 2032 | loss: 0.0310731 | val_loss: 0.0312139 | Time: 12330.4 ms [2022-02-04 19:29:12 main:574] : INFO : Epoch 2033 | loss: 0.0310703 | val_loss: 0.0312222 | Time: 13166 ms [2022-02-04 19:29:25 main:574] : INFO : Epoch 2034 | loss: 0.0310758 | val_loss: 0.0312129 | Time: 12540 ms [2022-02-04 19:29:37 main:574] : INFO : Epoch 2035 | loss: 0.0310767 | val_loss: 0.0312214 | Time: 12472.8 ms [2022-02-04 19:29:49 main:574] : INFO : Epoch 2036 | loss: 0.0310785 | val_loss: 0.03122 | Time: 12238.7 ms [2022-02-04 19:30:02 main:574] : INFO : Epoch 2037 | loss: 0.0310811 | val_loss: 0.0312072 | Time: 12863.6 ms [2022-02-04 19:30:15 main:574] : INFO : Epoch 2038 | loss: 0.0310895 | val_loss: 0.0312013 | Time: 12225.3 ms [2022-02-04 19:30:27 main:574] : INFO : Epoch 2039 | loss: 0.0310802 | val_loss: 0.0312257 | Time: 12191.9 ms [2022-02-04 19:30:39 main:574] : INFO : Epoch 2040 | loss: 0.0310851 | val_loss: 0.0312068 | Time: 12686.4 ms [2022-02-04 19:30:52 main:574] : INFO : Epoch 2041 | loss: 0.0310913 | val_loss: 0.0312193 | Time: 12601.7 ms [2022-02-04 19:31:05 main:574] : INFO : Epoch 2042 | loss: 0.0310873 | val_loss: 0.0312253 | Time: 12939.4 ms [2022-02-04 19:31:19 main:574] : INFO : Epoch 2043 | loss: 0.0310796 | val_loss: 0.0312238 | Time: 14417.8 ms [2022-02-04 19:31:34 main:574] : INFO : Epoch 2044 | loss: 0.0310776 | val_loss: 0.0312098 | Time: 14461 ms [2022-02-04 19:31:49 main:574] : INFO : Epoch 2045 | loss: 0.0310731 | val_loss: 0.0312219 | Time: 14632.1 ms [2022-02-04 19:32:04 main:574] : INFO : Epoch 2046 | loss: 0.0310867 | val_loss: 0.0312107 | Time: 15329.1 ms [2022-02-04 19:32:19 main:574] : INFO : Epoch 2047 | loss: 0.0310813 | val_loss: 0.0312229 | Time: 15571.3 ms [2022-02-04 19:32:34 main:574] : INFO : Epoch 2048 | loss: 0.0310721 | val_loss: 0.0312137 | Time: 14952.9 ms [2022-02-04 19:32:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312137 [2022-02-04 19:32:34 main:603] : INFO : Saving end state to config to file [2022-02-04 19:32:34 main:608] : INFO : Success, exiting.. 19:32:34 (14524): 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)