Task 12971587
| Name | ParityModified-1647048514-16073-0_0 |
| Workunit | 10103437 |
| Created | 12 Mar 2022, 1:28:38 UTC |
| Sent | 20 Mar 2022, 0:03:40 UTC |
| Report deadline | 28 Mar 2022, 0:03:40 UTC |
| Received | 26 Mar 2022, 15:16:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17108 |
| Run time | 3 hours 10 min 18 sec |
| CPU time | 3 hours 0 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2022-03-26 14:30:21 main:481] : INFO : Hidden Width: 12 [2022-03-26 14:30:21 main:482] : INFO : # Recurrent Layers: 4 [2022-03-26 14:30:21 main:483] : INFO : # Backend Layers: 4 [2022-03-26 14:30:21 main:484] : INFO : # Threads: 1 [2022-03-26 14:30:21 main:486] : INFO : Preparing Dataset [2022-03-26 14:30:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-26 14:30:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-26 14:30:23 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-26 14:30:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-26 14:30:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-26 14:30:23 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-26 14:30:23 main:494] : INFO : Creating Model [2022-03-26 14:30:23 main:507] : INFO : Preparing config file [2022-03-26 14:30:23 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-26 14:30:23 main:512] : INFO : Loading config [2022-03-26 14:30:23 main:514] : INFO : Loading state [2022-03-26 14:30:24 main:559] : INFO : Loading DataLoader into Memory [2022-03-26 14:30:24 main:562] : INFO : Starting Training [2022-03-26 14:30:29 main:574] : INFO : Epoch 1555 | loss: 0.0311264 | val_loss: 0.0312547 | Time: 5520.81 ms [2022-03-26 14:30:35 main:574] : INFO : Epoch 1556 | loss: 0.0310579 | val_loss: 0.031271 | Time: 5323.13 ms [2022-03-26 14:30:41 main:574] : INFO : Epoch 1557 | loss: 0.031038 | val_loss: 0.0312727 | Time: 5287.93 ms [2022-03-26 14:30:46 main:574] : INFO : Epoch 1558 | loss: 0.0310327 | val_loss: 0.0312981 | Time: 5360.62 ms [2022-03-26 14:30:52 main:574] : INFO : Epoch 1559 | loss: 0.0310256 | val_loss: 0.0312827 | Time: 5358.93 ms [2022-03-26 14:30:58 main:574] : INFO : Epoch 1560 | loss: 0.0310215 | val_loss: 0.0312876 | Time: 5349.39 ms [2022-03-26 14:31:03 main:574] : INFO : Epoch 1561 | loss: 0.0310181 | val_loss: 0.0313057 | Time: 5312.01 ms [2022-03-26 14:31:08 main:574] : INFO : Epoch 1562 | loss: 0.0310101 | val_loss: 0.0312844 | Time: 5350.8 ms [2022-03-26 14:31:14 main:574] : INFO : Epoch 1563 | loss: 0.0310199 | val_loss: 0.0312959 | Time: 5363.81 ms [2022-03-26 14:31:19 main:574] : INFO : Epoch 1564 | loss: 0.0310215 | val_loss: 0.0312664 | Time: 5312.67 ms [2022-03-26 14:31:25 main:574] : INFO : Epoch 1565 | loss: 0.0310269 | val_loss: 0.0313044 | Time: 5296.3 ms [2022-03-26 14:31:31 main:574] : INFO : Epoch 1566 | loss: 0.0310162 | val_loss: 0.0312989 | Time: 5353.95 ms [2022-03-26 14:31:36 main:574] : INFO : Epoch 1567 | loss: 0.0310161 | val_loss: 0.0313209 | Time: 5278.47 ms [2022-03-26 14:31:42 main:574] : INFO : Epoch 1568 | loss: 0.0310246 | val_loss: 0.0312831 | Time: 5257.1 ms [2022-03-26 14:31:47 main:574] : INFO : Epoch 1569 | loss: 0.0310186 | val_loss: 0.0313198 | Time: 5321.66 ms [2022-03-26 14:31:53 main:574] : INFO : Epoch 1570 | loss: 0.0310227 | val_loss: 0.0313039 | Time: 5295.77 ms [2022-03-26 14:31:58 main:574] : INFO : Epoch 1571 | loss: 0.031015 | val_loss: 0.0313231 | Time: 5495.42 ms [2022-03-26 14:32:04 main:574] : INFO : Epoch 1572 | loss: 0.0310192 | val_loss: 0.031315 | Time: 5408.2 ms [2022-03-26 14:32:09 main:574] : INFO : Epoch 1573 | loss: 0.0310194 | val_loss: 0.0312914 | Time: 5326.5 ms [2022-03-26 14:32:15 main:574] : INFO : Epoch 1574 | loss: 0.0310247 | val_loss: 0.0313162 | Time: 5350.82 ms [2022-03-26 14:32:20 main:574] : INFO : Epoch 1575 | loss: 0.0310195 | val_loss: 0.0312912 | Time: 5365.25 ms [2022-03-26 14:32:25 main:574] : INFO : Epoch 1576 | loss: 0.0310201 | val_loss: 0.031327 | Time: 5285.89 ms [2022-03-26 14:32:31 main:574] : INFO : Epoch 1577 | loss: 0.0310211 | val_loss: 0.0312856 | Time: 5300.82 ms [2022-03-26 14:32:37 main:574] : INFO : Epoch 1578 | loss: 0.0310129 | val_loss: 0.0313065 | Time: 5314.4 ms [2022-03-26 14:32:42 main:574] : INFO : Epoch 1579 | loss: 0.0310166 | val_loss: 0.0313207 | Time: 5226.72 ms [2022-03-26 14:32:47 main:574] : INFO : Epoch 1580 | loss: 0.0310258 | val_loss: 0.031263 | Time: 5256.36 ms [2022-03-26 14:32:53 main:574] : INFO : Epoch 1581 | loss: 0.0310274 | val_loss: 0.0312931 | Time: 5290.51 ms [2022-03-26 14:32:58 main:574] : INFO : Epoch 1582 | loss: 0.0310327 | val_loss: 0.0312965 | Time: 5329.29 ms [2022-03-26 14:33:04 main:574] : INFO : Epoch 1583 | loss: 0.0310199 | val_loss: 0.0312843 | Time: 5350.61 ms [2022-03-26 14:33:10 main:574] : INFO : Epoch 1584 | loss: 0.0310122 | val_loss: 0.0313 | Time: 5277.27 ms [2022-03-26 14:33:15 main:574] : INFO : Epoch 1585 | loss: 0.0310144 | val_loss: 0.0313 | Time: 5305.14 ms [2022-03-26 14:33:21 main:574] : INFO : Epoch 1586 | loss: 0.0310229 | val_loss: 0.0312884 | Time: 5290.6 ms [2022-03-26 14:33:26 main:574] : INFO : Epoch 1587 | loss: 0.0310207 | val_loss: 0.031335 | Time: 5283.11 ms [2022-03-26 14:33:32 main:574] : INFO : Epoch 1588 | loss: 0.0310173 | val_loss: 0.0313004 | Time: 5312.03 ms [2022-03-26 14:33:37 main:574] : INFO : Epoch 1589 | loss: 0.0310209 | val_loss: 0.0313006 | Time: 5310.33 ms [2022-03-26 14:33:43 main:574] : INFO : Epoch 1590 | loss: 0.0310134 | val_loss: 0.0313125 | Time: 5349.19 ms [2022-03-26 14:33:48 main:574] : INFO : Epoch 1591 | loss: 0.0310119 | val_loss: 0.0313104 | Time: 5343.35 ms [2022-03-26 14:33:54 main:574] : INFO : Epoch 1592 | loss: 0.0310205 | val_loss: 0.0312797 | Time: 5309.4 ms [2022-03-26 14:33:59 main:574] : INFO : Epoch 1593 | loss: 0.0310264 | val_loss: 0.0313118 | Time: 5293.87 ms [2022-03-26 14:34:04 main:574] : INFO : Epoch 1594 | loss: 0.0310174 | val_loss: 0.0313016 | Time: 5351.33 ms [2022-03-26 14:34:10 main:574] : INFO : Epoch 1595 | loss: 0.0310159 | val_loss: 0.0312975 | Time: 5307.89 ms [2022-03-26 14:34:15 main:574] : INFO : Epoch 1596 | loss: 0.031015 | val_loss: 0.0312864 | Time: 5367.02 ms [2022-03-26 14:34:20 main:574] : INFO : Epoch 1597 | loss: 0.0310149 | val_loss: 0.0312992 | Time: 5319.92 ms [2022-03-26 14:34:26 main:574] : INFO : Epoch 1598 | loss: 0.0310182 | val_loss: 0.0313055 | Time: 5289.61 ms [2022-03-26 14:34:31 main:574] : INFO : Epoch 1599 | loss: 0.0310137 | val_loss: 0.0312922 | Time: 5219.57 ms [2022-03-26 14:34:37 main:574] : INFO : Epoch 1600 | loss: 0.0310234 | val_loss: 0.0313026 | Time: 5307.4 ms [2022-03-26 14:34:43 main:574] : INFO : Epoch 1601 | loss: 0.0310178 | val_loss: 0.0313018 | Time: 5398.42 ms [2022-03-26 14:34:48 main:574] : INFO : Epoch 1602 | loss: 0.031024 | val_loss: 0.0313115 | Time: 5305.43 ms [2022-03-26 14:34:54 main:574] : INFO : Epoch 1603 | loss: 0.0310232 | val_loss: 0.0313077 | Time: 5325.56 ms [2022-03-26 14:34:59 main:574] : INFO : Epoch 1604 | loss: 0.0310198 | val_loss: 0.0313131 | Time: 5326.94 ms [2022-03-26 14:35:06 main:574] : INFO : Epoch 1605 | loss: 0.0310146 | val_loss: 0.0312819 | Time: 5296.24 ms [2022-03-26 14:35:11 main:574] : INFO : Epoch 1606 | loss: 0.0310201 | val_loss: 0.0312869 | Time: 5260.39 ms [2022-03-26 14:35:16 main:574] : INFO : Epoch 1607 | loss: 0.0310186 | val_loss: 0.0312913 | Time: 5303.33 ms [2022-03-26 14:35:21 main:574] : INFO : Epoch 1608 | loss: 0.0310161 | val_loss: 0.0313084 | Time: 5261.14 ms [2022-03-26 14:35:27 main:574] : INFO : Epoch 1609 | loss: 0.0310177 | val_loss: 0.0313275 | Time: 5299.92 ms [2022-03-26 14:35:32 main:574] : INFO : Epoch 1610 | loss: 0.0310178 | val_loss: 0.0313121 | Time: 5278.62 ms [2022-03-26 14:35:37 main:574] : INFO : Epoch 1611 | loss: 0.0310221 | val_loss: 0.0312989 | Time: 5305.6 ms [2022-03-26 14:35:43 main:574] : INFO : Epoch 1612 | loss: 0.0310241 | val_loss: 0.0312935 | Time: 5322.98 ms [2022-03-26 14:35:48 main:574] : INFO : Epoch 1613 | loss: 0.0310265 | val_loss: 0.0313057 | Time: 5307.24 ms [2022-03-26 14:35:54 main:574] : INFO : Epoch 1614 | loss: 0.0310121 | val_loss: 0.0313233 | Time: 5343.16 ms [2022-03-26 14:35:59 main:574] : INFO : Epoch 1615 | loss: 0.0310211 | val_loss: 0.0312919 | Time: 5276.93 ms [2022-03-26 14:36:04 main:574] : INFO : Epoch 1616 | loss: 0.0310174 | val_loss: 0.0313176 | Time: 5296.74 ms [2022-03-26 14:36:10 main:574] : INFO : Epoch 1617 | loss: 0.0310163 | val_loss: 0.0313032 | Time: 5337.38 ms [2022-03-26 14:36:15 main:574] : INFO : Epoch 1618 | loss: 0.0310199 | val_loss: 0.0313237 | Time: 5324.63 ms [2022-03-26 14:36:20 main:574] : INFO : Epoch 1619 | loss: 0.0310138 | val_loss: 0.0313102 | Time: 5303.51 ms [2022-03-26 14:36:26 main:574] : INFO : Epoch 1620 | loss: 0.0310114 | val_loss: 0.0313111 | Time: 5282.55 ms [2022-03-26 14:36:31 main:574] : INFO : Epoch 1621 | loss: 0.0310181 | val_loss: 0.0313219 | Time: 5449.39 ms [2022-03-26 14:36:37 main:574] : INFO : Epoch 1622 | loss: 0.0310166 | val_loss: 0.0313028 | Time: 5456.99 ms [2022-03-26 14:36:42 main:574] : INFO : Epoch 1623 | loss: 0.0310153 | val_loss: 0.0312834 | Time: 5632.83 ms [2022-03-26 14:36:48 main:574] : INFO : Epoch 1624 | loss: 0.031018 | val_loss: 0.0313104 | Time: 5370.09 ms [2022-03-26 14:36:54 main:574] : INFO : Epoch 1625 | loss: 0.0310187 | val_loss: 0.0313033 | Time: 5262.42 ms [2022-03-26 14:37:00 main:574] : INFO : Epoch 1626 | loss: 0.0310229 | val_loss: 0.0312929 | Time: 5337.96 ms [2022-03-26 14:37:06 main:574] : INFO : Epoch 1627 | loss: 0.0310208 | val_loss: 0.0312937 | Time: 5330.29 ms [2022-03-26 14:37:12 main:574] : INFO : Epoch 1628 | loss: 0.0310202 | val_loss: 0.0312855 | Time: 5320.71 ms [2022-03-26 14:37:17 main:574] : INFO : Epoch 1629 | loss: 0.031016 | val_loss: 0.0312924 | Time: 5399.35 ms [2022-03-26 14:37:23 main:574] : INFO : Epoch 1630 | loss: 0.0310194 | val_loss: 0.0313235 | Time: 5379.56 ms [2022-03-26 14:37:28 main:574] : INFO : Epoch 1631 | loss: 0.0310138 | val_loss: 0.0312887 | Time: 5302.85 ms [2022-03-26 14:37:33 main:574] : INFO : Epoch 1632 | loss: 0.0310169 | val_loss: 0.0313072 | Time: 5347.24 ms [2022-03-26 14:37:39 main:574] : INFO : Epoch 1633 | loss: 0.03102 | val_loss: 0.031291 | Time: 5287.24 ms [2022-03-26 14:37:44 main:574] : INFO : Epoch 1634 | loss: 0.0310234 | val_loss: 0.0313322 | Time: 5312.32 ms [2022-03-26 14:37:49 main:574] : INFO : Epoch 1635 | loss: 0.0310195 | val_loss: 0.0313058 | Time: 5388.04 ms [2022-03-26 14:37:55 main:574] : INFO : Epoch 1636 | loss: 0.0310193 | val_loss: 0.0313079 | Time: 5312.33 ms [2022-03-26 14:38:00 main:574] : INFO : Epoch 1637 | loss: 0.0310132 | val_loss: 0.0312963 | Time: 5323.04 ms [2022-03-26 14:38:05 main:574] : INFO : Epoch 1638 | loss: 0.0310262 | val_loss: 0.0313229 | Time: 5360.17 ms [2022-03-26 14:38:11 main:574] : INFO : Epoch 1639 | loss: 0.0310289 | val_loss: 0.0312967 | Time: 5300.47 ms [2022-03-26 14:38:17 main:574] : INFO : Epoch 1640 | loss: 0.0310131 | val_loss: 0.0312804 | Time: 5315.22 ms [2022-03-26 14:38:22 main:574] : INFO : Epoch 1641 | loss: 0.0310065 | val_loss: 0.0313059 | Time: 5266.89 ms [2022-03-26 14:38:28 main:574] : INFO : Epoch 1642 | loss: 0.0310078 | val_loss: 0.031291 | Time: 5327.7 ms [2022-03-26 14:38:33 main:574] : INFO : Epoch 1643 | loss: 0.0310147 | val_loss: 0.0312942 | Time: 5271.82 ms [2022-03-26 14:38:39 main:574] : INFO : Epoch 1644 | loss: 0.0310187 | val_loss: 0.0312937 | Time: 5333.09 ms [2022-03-26 14:38:44 main:574] : INFO : Epoch 1645 | loss: 0.0310185 | val_loss: 0.0312989 | Time: 5328.29 ms [2022-03-26 14:38:50 main:574] : INFO : Epoch 1646 | loss: 0.0310141 | val_loss: 0.0313356 | Time: 5310.82 ms [2022-03-26 14:38:55 main:574] : INFO : Epoch 1647 | loss: 0.0310217 | val_loss: 0.0312898 | Time: 5274.84 ms [2022-03-26 14:39:00 main:574] : INFO : Epoch 1648 | loss: 0.0310285 | val_loss: 0.0313419 | Time: 5310.91 ms [2022-03-26 14:39:06 main:574] : INFO : Epoch 1649 | loss: 0.0310293 | val_loss: 0.0312974 | Time: 5310.97 ms [2022-03-26 14:39:11 main:574] : INFO : Epoch 1650 | loss: 0.0310177 | val_loss: 0.0312812 | Time: 5271.83 ms [2022-03-26 14:39:16 main:574] : INFO : Epoch 1651 | loss: 0.0310213 | val_loss: 0.031294 | Time: 5316.19 ms [2022-03-26 14:39:22 main:574] : INFO : Epoch 1652 | loss: 0.0310157 | val_loss: 0.0313174 | Time: 5282.29 ms [2022-03-26 14:39:27 main:574] : INFO : Epoch 1653 | loss: 0.0310144 | val_loss: 0.0313254 | Time: 5321.76 ms [2022-03-26 14:39:32 main:574] : INFO : Epoch 1654 | loss: 0.0310465 | val_loss: 0.0312645 | Time: 5325.93 ms [2022-03-26 14:39:38 main:574] : INFO : Epoch 1655 | loss: 0.0310426 | val_loss: 0.0312809 | Time: 5305.2 ms [2022-03-26 14:39:44 main:574] : INFO : Epoch 1656 | loss: 0.0310246 | val_loss: 0.031293 | Time: 5332.48 ms [2022-03-26 14:39:49 main:574] : INFO : Epoch 1657 | loss: 0.0310214 | val_loss: 0.0313049 | Time: 5287.47 ms [2022-03-26 14:39:55 main:574] : INFO : Epoch 1658 | loss: 0.0310197 | val_loss: 0.0313025 | Time: 5325.95 ms [2022-03-26 14:40:00 main:574] : INFO : Epoch 1659 | loss: 0.0310191 | val_loss: 0.0312943 | Time: 5312 ms [2022-03-26 14:40:06 main:574] : INFO : Epoch 1660 | loss: 0.0310136 | val_loss: 0.0313164 | Time: 5307.6 ms [2022-03-26 14:40:11 main:574] : INFO : Epoch 1661 | loss: 0.0310197 | val_loss: 0.0313024 | Time: 5345.03 ms [2022-03-26 14:40:17 main:574] : INFO : Epoch 1662 | loss: 0.0310228 | val_loss: 0.0312978 | Time: 5269.45 ms [2022-03-26 14:40:22 main:574] : INFO : Epoch 1663 | loss: 0.0310163 | val_loss: 0.0312878 | Time: 5324.87 ms [2022-03-26 14:40:28 main:574] : INFO : Epoch 1664 | loss: 0.0310148 | val_loss: 0.0312913 | Time: 5317.46 ms [2022-03-26 14:40:34 main:574] : INFO : Epoch 1665 | loss: 0.0310108 | val_loss: 0.031306 | Time: 5288.37 ms [2022-03-26 14:40:39 main:574] : INFO : Epoch 1666 | loss: 0.0310135 | val_loss: 0.0313091 | Time: 5325.21 ms [2022-03-26 14:40:45 main:574] : INFO : Epoch 1667 | loss: 0.0310211 | val_loss: 0.0312867 | Time: 5307.42 ms [2022-03-26 14:40:50 main:574] : INFO : Epoch 1668 | loss: 0.0310256 | val_loss: 0.0312766 | Time: 5306.98 ms [2022-03-26 14:40:56 main:574] : INFO : Epoch 1669 | loss: 0.0310224 | val_loss: 0.0313014 | Time: 5276.99 ms [2022-03-26 14:41:01 main:574] : INFO : Epoch 1670 | loss: 0.0310098 | val_loss: 0.0313183 | Time: 5288.76 ms [2022-03-26 14:41:07 main:574] : INFO : Epoch 1671 | loss: 0.0310033 | val_loss: 0.0313282 | Time: 5299.99 ms [2022-03-26 14:41:13 main:574] : INFO : Epoch 1672 | loss: 0.0310123 | val_loss: 0.0312937 | Time: 5308.03 ms [2022-03-26 14:41:18 main:574] : INFO : Epoch 1673 | loss: 0.0310161 | val_loss: 0.0313049 | Time: 5295.64 ms [2022-03-26 14:41:24 main:574] : INFO : Epoch 1674 | loss: 0.0310299 | val_loss: 0.0312832 | Time: 5330.49 ms [2022-03-26 14:41:29 main:574] : INFO : Epoch 1675 | loss: 0.0310248 | val_loss: 0.031325 | Time: 5336.63 ms [2022-03-26 14:41:34 main:574] : INFO : Epoch 1676 | loss: 0.0310147 | val_loss: 0.0312905 | Time: 5273.33 ms [2022-03-26 14:41:40 main:574] : INFO : Epoch 1677 | loss: 0.0310161 | val_loss: 0.0312966 | Time: 5300.42 ms [2022-03-26 14:41:45 main:574] : INFO : Epoch 1678 | loss: 0.0310174 | val_loss: 0.0313002 | Time: 5330.86 ms [2022-03-26 14:41:51 main:574] : INFO : Epoch 1679 | loss: 0.0310166 | val_loss: 0.0313126 | Time: 5262.19 ms [2022-03-26 14:41:56 main:574] : INFO : Epoch 1680 | loss: 0.0310168 | val_loss: 0.0313052 | Time: 5337.84 ms [2022-03-26 14:42:02 main:574] : INFO : Epoch 1681 | loss: 0.0310084 | val_loss: 0.0312983 | Time: 5346.85 ms [2022-03-26 14:42:07 main:574] : INFO : Epoch 1682 | loss: 0.0310156 | val_loss: 0.0313083 | Time: 5262.91 ms [2022-03-26 14:42:12 main:574] : INFO : Epoch 1683 | loss: 0.0310118 | val_loss: 0.0313044 | Time: 5405.46 ms [2022-03-26 14:42:18 main:574] : INFO : Epoch 1684 | loss: 0.0310119 | val_loss: 0.0313128 | Time: 5489.6 ms [2022-03-26 14:42:24 main:574] : INFO : Epoch 1685 | loss: 0.0310176 | val_loss: 0.0313021 | Time: 5276.46 ms [2022-03-26 14:42:29 main:574] : INFO : Epoch 1686 | loss: 0.0310156 | val_loss: 0.0313074 | Time: 5395.76 ms [2022-03-26 14:42:35 main:574] : INFO : Epoch 1687 | loss: 0.0310179 | val_loss: 0.0312893 | Time: 5316.93 ms [2022-03-26 14:42:41 main:574] : INFO : Epoch 1688 | loss: 0.0310254 | val_loss: 0.0313033 | Time: 5279.53 ms [2022-03-26 14:42:46 main:574] : INFO : Epoch 1689 | loss: 0.0310172 | val_loss: 0.0312885 | Time: 5351.18 ms [2022-03-26 14:42:51 main:574] : INFO : Epoch 1690 | loss: 0.0310125 | val_loss: 0.0313017 | Time: 5283.39 ms [2022-03-26 14:42:57 main:574] : INFO : Epoch 1691 | loss: 0.0310111 | val_loss: 0.0312895 | Time: 5295.5 ms [2022-03-26 14:43:02 main:574] : INFO : Epoch 1692 | loss: 0.0310131 | val_loss: 0.0312901 | Time: 5350.34 ms [2022-03-26 14:43:08 main:574] : INFO : Epoch 1693 | loss: 0.0310237 | val_loss: 0.0313255 | Time: 5255.63 ms [2022-03-26 14:43:13 main:574] : INFO : Epoch 1694 | loss: 0.0310194 | val_loss: 0.0313174 | Time: 5318.06 ms [2022-03-26 14:43:19 main:574] : INFO : Epoch 1695 | loss: 0.0310189 | val_loss: 0.0312688 | Time: 5313.2 ms [2022-03-26 14:43:25 main:574] : INFO : Epoch 1696 | loss: 0.0310173 | val_loss: 0.0313109 | Time: 5294.81 ms [2022-03-26 14:43:30 main:574] : INFO : Epoch 1697 | loss: 0.0310204 | val_loss: 0.0312836 | Time: 5333.3 ms [2022-03-26 14:43:35 main:574] : INFO : Epoch 1698 | loss: 0.0310205 | val_loss: 0.0312781 | Time: 5313.8 ms [2022-03-26 14:43:41 main:574] : INFO : Epoch 1699 | loss: 0.031014 | val_loss: 0.0313082 | Time: 5248.94 ms [2022-03-26 14:43:47 main:574] : INFO : Epoch 1700 | loss: 0.0310117 | val_loss: 0.0313089 | Time: 5302.95 ms [2022-03-26 14:43:52 main:574] : INFO : Epoch 1701 | loss: 0.0310045 | val_loss: 0.0312915 | Time: 5373.64 ms [2022-03-26 14:43:58 main:574] : INFO : Epoch 1702 | loss: 0.0310126 | val_loss: 0.0312939 | Time: 5242.05 ms [2022-03-26 14:44:03 main:574] : INFO : Epoch 1703 | loss: 0.0310184 | val_loss: 0.0313012 | Time: 5326.66 ms [2022-03-26 14:44:09 main:574] : INFO : Epoch 1704 | loss: 0.0310243 | val_loss: 0.0312946 | Time: 5265.19 ms [2022-03-26 14:44:14 main:574] : INFO : Epoch 1705 | loss: 0.0310198 | val_loss: 0.0312834 | Time: 5305.48 ms [2022-03-26 14:44:20 main:574] : INFO : Epoch 1706 | loss: 0.0310127 | val_loss: 0.0313276 | Time: 5288.76 ms [2022-03-26 14:44:25 main:574] : INFO : Epoch 1707 | loss: 0.0310105 | val_loss: 0.0312868 | Time: 5228.05 ms [2022-03-26 14:44:30 main:574] : INFO : Epoch 1708 | loss: 0.0310242 | val_loss: 0.0312933 | Time: 5354.5 ms [2022-03-26 14:44:36 main:574] : INFO : Epoch 1709 | loss: 0.0310348 | val_loss: 0.0313136 | Time: 5308.47 ms [2022-03-26 14:44:41 main:574] : INFO : Epoch 1710 | loss: 0.0310225 | val_loss: 0.0313023 | Time: 5285.29 ms [2022-03-26 14:44:47 main:574] : INFO : Epoch 1711 | loss: 0.0310139 | val_loss: 0.0313194 | Time: 5367.89 ms [2022-03-26 14:44:52 main:574] : INFO : Epoch 1712 | loss: 0.0310106 | val_loss: 0.0312879 | Time: 5352.12 ms [2022-03-26 14:44:57 main:574] : INFO : Epoch 1713 | loss: 0.0310206 | val_loss: 0.0312849 | Time: 5242.92 ms [2022-03-26 14:45:03 main:574] : INFO : Epoch 1714 | loss: 0.0310279 | val_loss: 0.0312836 | Time: 5315.51 ms [2022-03-26 14:45:08 main:574] : INFO : Epoch 1715 | loss: 0.0310125 | val_loss: 0.031306 | Time: 5307.06 ms [2022-03-26 14:45:13 main:574] : INFO : Epoch 1716 | loss: 0.0310208 | val_loss: 0.0312597 | Time: 5303.18 ms [2022-03-26 14:45:19 main:574] : INFO : Epoch 1717 | loss: 0.0310173 | val_loss: 0.0313183 | Time: 5316.44 ms [2022-03-26 14:45:25 main:574] : INFO : Epoch 1718 | loss: 0.0310241 | val_loss: 0.0312967 | Time: 5281.36 ms [2022-03-26 14:45:30 main:574] : INFO : Epoch 1719 | loss: 0.0311744 | val_loss: 0.0312221 | Time: 5296.45 ms [2022-03-26 14:45:36 main:574] : INFO : Epoch 1720 | loss: 0.0311784 | val_loss: 0.0312186 | Time: 5293.63 ms [2022-03-26 14:45:42 main:574] : INFO : Epoch 1721 | loss: 0.0311593 | val_loss: 0.0312076 | Time: 5289.54 ms [2022-03-26 14:45:47 main:574] : INFO : Epoch 1722 | loss: 0.0311442 | val_loss: 0.031221 | Time: 5366.2 ms [2022-03-26 14:45:53 main:574] : INFO : Epoch 1723 | loss: 0.0311287 | val_loss: 0.0312145 | Time: 5284.01 ms [2022-03-26 14:45:58 main:574] : INFO : Epoch 1724 | loss: 0.0311138 | val_loss: 0.03123 | Time: 5263.74 ms [2022-03-26 14:46:03 main:574] : INFO : Epoch 1725 | loss: 0.0311035 | val_loss: 0.0312292 | Time: 5360.88 ms [2022-03-26 14:46:09 main:574] : INFO : Epoch 1726 | loss: 0.0310918 | val_loss: 0.0312495 | Time: 5255.83 ms [2022-03-26 14:46:14 main:574] : INFO : Epoch 1727 | loss: 0.0310837 | val_loss: 0.0312422 | Time: 5263.94 ms [2022-03-26 14:46:20 main:574] : INFO : Epoch 1728 | loss: 0.0310772 | val_loss: 0.031231 | Time: 5390.01 ms [2022-03-26 14:46:25 main:574] : INFO : Epoch 1729 | loss: 0.0310733 | val_loss: 0.0312692 | Time: 5269.24 ms [2022-03-26 14:46:31 main:574] : INFO : Epoch 1730 | loss: 0.0310692 | val_loss: 0.0312338 | Time: 5318.32 ms [2022-03-26 14:46:37 main:574] : INFO : Epoch 1731 | loss: 0.0310637 | val_loss: 0.0312674 | Time: 5309.29 ms [2022-03-26 14:46:43 main:574] : INFO : Epoch 1732 | loss: 0.0310572 | val_loss: 0.0312584 | Time: 5214.24 ms [2022-03-26 14:46:48 main:574] : INFO : Epoch 1733 | loss: 0.0310556 | val_loss: 0.0312639 | Time: 5320.19 ms [2022-03-26 14:46:54 main:574] : INFO : Epoch 1734 | loss: 0.0310531 | val_loss: 0.0312672 | Time: 5314.34 ms [2022-03-26 14:46:59 main:574] : INFO : Epoch 1735 | loss: 0.0310456 | val_loss: 0.0312863 | Time: 5272.24 ms [2022-03-26 14:47:06 main:574] : INFO : Epoch 1736 | loss: 0.0310418 | val_loss: 0.0312693 | Time: 5338.37 ms [2022-03-26 14:47:11 main:574] : INFO : Epoch 1737 | loss: 0.0310385 | val_loss: 0.0312728 | Time: 5278.77 ms [2022-03-26 14:47:17 main:574] : INFO : Epoch 1738 | loss: 0.0310354 | val_loss: 0.0313026 | Time: 5296.5 ms [2022-03-26 14:47:23 main:574] : INFO : Epoch 1739 | loss: 0.031035 | val_loss: 0.0312925 | Time: 5318.31 ms [2022-03-26 14:47:28 main:574] : INFO : Epoch 1740 | loss: 0.0310273 | val_loss: 0.0312909 | Time: 5317.41 ms [2022-03-26 14:47:33 main:574] : INFO : Epoch 1741 | loss: 0.0310251 | val_loss: 0.0312764 | Time: 5301.71 ms [2022-03-26 14:47:39 main:574] : INFO : Epoch 1742 | loss: 0.0310298 | val_loss: 0.0313107 | Time: 5272.32 ms [2022-03-26 14:47:44 main:574] : INFO : Epoch 1743 | loss: 0.0310246 | val_loss: 0.0312714 | Time: 5288.3 ms [2022-03-26 14:47:50 main:574] : INFO : Epoch 1744 | loss: 0.0310327 | val_loss: 0.0312942 | Time: 5310.12 ms [2022-03-26 14:47:55 main:574] : INFO : Epoch 1745 | loss: 0.0310281 | val_loss: 0.0312736 | Time: 5344.1 ms [2022-03-26 14:48:01 main:574] : INFO : Epoch 1746 | loss: 0.0310245 | val_loss: 0.031291 | Time: 5244.19 ms [2022-03-26 14:48:06 main:574] : INFO : Epoch 1747 | loss: 0.031024 | val_loss: 0.0312898 | Time: 5303.74 ms [2022-03-26 14:48:11 main:574] : INFO : Epoch 1748 | loss: 0.0310258 | val_loss: 0.0312923 | Time: 5366.02 ms [2022-03-26 14:48:17 main:574] : INFO : Epoch 1749 | loss: 0.0310184 | val_loss: 0.0313032 | Time: 5306.6 ms [2022-03-26 14:48:22 main:574] : INFO : Epoch 1750 | loss: 0.031013 | val_loss: 0.03134 | Time: 5299.12 ms [2022-03-26 14:48:27 main:574] : INFO : Epoch 1751 | loss: 0.0310188 | val_loss: 0.0313297 | Time: 5312.82 ms [2022-03-26 14:48:33 main:574] : INFO : Epoch 1752 | loss: 0.0310221 | val_loss: 0.0312925 | Time: 5293.86 ms [2022-03-26 14:48:38 main:574] : INFO : Epoch 1753 | loss: 0.0310162 | val_loss: 0.0313072 | Time: 5328.91 ms [2022-03-26 14:48:43 main:574] : INFO : Epoch 1754 | loss: 0.0310232 | val_loss: 0.0313191 | Time: 5260.43 ms [2022-03-26 14:48:49 main:574] : INFO : Epoch 1755 | loss: 0.03103 | val_loss: 0.0312742 | Time: 5385.91 ms [2022-03-26 14:48:54 main:574] : INFO : Epoch 1756 | loss: 0.0310274 | val_loss: 0.0313016 | Time: 5268.19 ms [2022-03-26 14:49:00 main:574] : INFO : Epoch 1757 | loss: 0.0310204 | val_loss: 0.0313034 | Time: 5383.2 ms [2022-03-26 14:49:05 main:574] : INFO : Epoch 1758 | loss: 0.0310177 | val_loss: 0.031308 | Time: 5281.32 ms [2022-03-26 14:49:10 main:574] : INFO : Epoch 1759 | loss: 0.0310208 | val_loss: 0.0312689 | Time: 5299.16 ms [2022-03-26 14:49:16 main:574] : INFO : Epoch 1760 | loss: 0.0310281 | val_loss: 0.0313184 | Time: 5314.38 ms [2022-03-26 14:49:22 main:574] : INFO : Epoch 1761 | loss: 0.0310197 | val_loss: 0.031282 | Time: 5370.37 ms [2022-03-26 14:49:27 main:574] : INFO : Epoch 1762 | loss: 0.0310207 | val_loss: 0.0312776 | Time: 5361.76 ms [2022-03-26 14:49:33 main:574] : INFO : Epoch 1763 | loss: 0.0310305 | val_loss: 0.0312941 | Time: 5303.38 ms [2022-03-26 14:49:38 main:574] : INFO : Epoch 1764 | loss: 0.0310293 | val_loss: 0.0312939 | Time: 5276.16 ms [2022-03-26 14:49:45 main:574] : INFO : Epoch 1765 | loss: 0.0310321 | val_loss: 0.0313047 | Time: 5319.31 ms [2022-03-26 14:49:50 main:574] : INFO : Epoch 1766 | loss: 0.0310198 | val_loss: 0.031301 | Time: 5269.1 ms [2022-03-26 14:49:56 main:574] : INFO : Epoch 1767 | loss: 0.0310233 | val_loss: 0.0312971 | Time: 5266.38 ms [2022-03-26 14:50:02 main:574] : INFO : Epoch 1768 | loss: 0.0310171 | val_loss: 0.0312949 | Time: 5286.84 ms [2022-03-26 14:50:07 main:574] : INFO : Epoch 1769 | loss: 0.0310161 | val_loss: 0.0313146 | Time: 5325.68 ms [2022-03-26 14:50:13 main:574] : INFO : Epoch 1770 | loss: 0.0310148 | val_loss: 0.0312852 | Time: 5331.24 ms [2022-03-26 14:50:18 main:574] : INFO : Epoch 1771 | loss: 0.031014 | val_loss: 0.0313218 | Time: 5288.55 ms [2022-03-26 14:50:24 main:574] : INFO : Epoch 1772 | loss: 0.0310196 | val_loss: 0.0313041 | Time: 5263.9 ms [2022-03-26 14:50:30 main:574] : INFO : Epoch 1773 | loss: 0.0310216 | val_loss: 0.031301 | Time: 5280.8 ms [2022-03-26 14:50:35 main:574] : INFO : Epoch 1774 | loss: 0.0310131 | val_loss: 0.0312873 | Time: 5316.27 ms [2022-03-26 14:50:40 main:574] : INFO : Epoch 1775 | loss: 0.031014 | val_loss: 0.0313094 | Time: 5312.29 ms [2022-03-26 14:50:46 main:574] : INFO : Epoch 1776 | loss: 0.0310105 | val_loss: 0.0312835 | Time: 5308.33 ms [2022-03-26 14:50:51 main:574] : INFO : Epoch 1777 | loss: 0.0310157 | val_loss: 0.0312967 | Time: 5318.37 ms [2022-03-26 14:50:56 main:574] : INFO : Epoch 1778 | loss: 0.0310168 | val_loss: 0.0312871 | Time: 5349.79 ms [2022-03-26 14:51:02 main:574] : INFO : Epoch 1779 | loss: 0.0310254 | val_loss: 0.0313012 | Time: 5321.89 ms [2022-03-26 14:51:07 main:574] : INFO : Epoch 1780 | loss: 0.0310105 | val_loss: 0.0312774 | Time: 5375.73 ms [2022-03-26 14:51:13 main:574] : INFO : Epoch 1781 | loss: 0.0310109 | val_loss: 0.0312932 | Time: 5254.55 ms [2022-03-26 14:51:18 main:574] : INFO : Epoch 1782 | loss: 0.0310177 | val_loss: 0.0312936 | Time: 5280.94 ms [2022-03-26 14:51:23 main:574] : INFO : Epoch 1783 | loss: 0.0310202 | val_loss: 0.0313028 | Time: 5265.11 ms [2022-03-26 14:51:29 main:574] : INFO : Epoch 1784 | loss: 0.0310147 | val_loss: 0.0312903 | Time: 5287.67 ms [2022-03-26 14:51:34 main:574] : INFO : Epoch 1785 | loss: 0.0310129 | val_loss: 0.0313165 | Time: 5359.06 ms [2022-03-26 14:51:39 main:574] : INFO : Epoch 1786 | loss: 0.0310229 | val_loss: 0.0313054 | Time: 5328.82 ms [2022-03-26 14:51:45 main:574] : INFO : Epoch 1787 | loss: 0.0310239 | val_loss: 0.0312865 | Time: 5285.28 ms [2022-03-26 14:51:50 main:574] : INFO : Epoch 1788 | loss: 0.0310182 | val_loss: 0.0312947 | Time: 5299.04 ms [2022-03-26 14:51:56 main:574] : INFO : Epoch 1789 | loss: 0.0310179 | val_loss: 0.0313121 | Time: 5338.44 ms [2022-03-26 14:52:01 main:574] : INFO : Epoch 1790 | loss: 0.0310158 | val_loss: 0.0313084 | Time: 5290.32 ms [2022-03-26 14:52:06 main:574] : INFO : Epoch 1791 | loss: 0.0310096 | val_loss: 0.0313009 | Time: 5316.62 ms [2022-03-26 14:52:12 main:574] : INFO : Epoch 1792 | loss: 0.0310153 | val_loss: 0.0313124 | Time: 5321.28 ms [2022-03-26 14:52:17 main:574] : INFO : Epoch 1793 | loss: 0.0310161 | val_loss: 0.0313071 | Time: 5325.68 ms [2022-03-26 14:52:22 main:574] : INFO : Epoch 1794 | loss: 0.0310157 | val_loss: 0.0312914 | Time: 5356.56 ms [2022-03-26 14:52:28 main:574] : INFO : Epoch 1795 | loss: 0.0310204 | val_loss: 0.0312996 | Time: 5345.34 ms [2022-03-26 14:52:33 main:574] : INFO : Epoch 1796 | loss: 0.031019 | val_loss: 0.0313028 | Time: 5290.9 ms [2022-03-26 14:52:38 main:574] : INFO : Epoch 1797 | loss: 0.0310174 | val_loss: 0.0313163 | Time: 5344.88 ms [2022-03-26 14:52:44 main:574] : INFO : Epoch 1798 | loss: 0.0310122 | val_loss: 0.0313138 | Time: 5368.76 ms [2022-03-26 14:52:50 main:574] : INFO : Epoch 1799 | loss: 0.0310438 | val_loss: 0.0312835 | Time: 5303.97 ms [2022-03-26 14:52:55 main:574] : INFO : Epoch 1800 | loss: 0.0310316 | val_loss: 0.0312831 | Time: 5322.86 ms [2022-03-26 14:53:00 main:574] : INFO : Epoch 1801 | loss: 0.0310191 | val_loss: 0.0312673 | Time: 5324.74 ms [2022-03-26 14:53:06 main:574] : INFO : Epoch 1802 | loss: 0.0310229 | val_loss: 0.0313171 | Time: 5318.5 ms [2022-03-26 14:53:11 main:574] : INFO : Epoch 1803 | loss: 0.031016 | val_loss: 0.0313166 | Time: 5287.91 ms [2022-03-26 14:53:17 main:574] : INFO : Epoch 1804 | loss: 0.0310235 | val_loss: 0.0312929 | Time: 5392.24 ms [2022-03-26 14:53:23 main:574] : INFO : Epoch 1805 | loss: 0.0310212 | val_loss: 0.0312966 | Time: 5255.99 ms [2022-03-26 14:53:28 main:574] : INFO : Epoch 1806 | loss: 0.0310293 | val_loss: 0.0312916 | Time: 5310.67 ms [2022-03-26 14:53:34 main:574] : INFO : Epoch 1807 | loss: 0.0310237 | val_loss: 0.0313208 | Time: 5363.52 ms [2022-03-26 14:53:40 main:574] : INFO : Epoch 1808 | loss: 0.031023 | val_loss: 0.0312808 | Time: 5322.98 ms [2022-03-26 14:53:46 main:574] : INFO : Epoch 1809 | loss: 0.0310278 | val_loss: 0.0312676 | Time: 5256.84 ms [2022-03-26 14:53:52 main:574] : INFO : Epoch 1810 | loss: 0.031018 | val_loss: 0.0313417 | Time: 5285.15 ms [2022-03-26 14:53:57 main:574] : INFO : Epoch 1811 | loss: 0.031012 | val_loss: 0.0313037 | Time: 5325.55 ms [2022-03-26 14:54:02 main:574] : INFO : Epoch 1812 | loss: 0.03101 | val_loss: 0.0312853 | Time: 5310.76 ms [2022-03-26 14:54:08 main:574] : INFO : Epoch 1813 | loss: 0.031012 | val_loss: 0.031297 | Time: 5307.3 ms [2022-03-26 14:54:13 main:574] : INFO : Epoch 1814 | loss: 0.0310166 | val_loss: 0.0312673 | Time: 5330 ms [2022-03-26 14:54:19 main:574] : INFO : Epoch 1815 | loss: 0.0310169 | val_loss: 0.0313127 | Time: 5349.5 ms [2022-03-26 14:54:24 main:574] : INFO : Epoch 1816 | loss: 0.0310159 | val_loss: 0.0312927 | Time: 5298.89 ms [2022-03-26 14:54:29 main:574] : INFO : Epoch 1817 | loss: 0.0310197 | val_loss: 0.0312878 | Time: 5282.42 ms [2022-03-26 14:54:34 main:574] : INFO : Epoch 1818 | loss: 0.0310278 | val_loss: 0.0313016 | Time: 5303.92 ms [2022-03-26 14:54:40 main:574] : INFO : Epoch 1819 | loss: 0.0310181 | val_loss: 0.0313086 | Time: 5330.92 ms [2022-03-26 14:54:45 main:574] : INFO : Epoch 1820 | loss: 0.0310197 | val_loss: 0.0312798 | Time: 5296.17 ms [2022-03-26 14:54:51 main:574] : INFO : Epoch 1821 | loss: 0.0310236 | val_loss: 0.031285 | Time: 5308.39 ms [2022-03-26 14:54:57 main:574] : INFO : Epoch 1822 | loss: 0.0310195 | val_loss: 0.0312861 | Time: 5328.82 ms [2022-03-26 14:55:02 main:574] : INFO : Epoch 1823 | loss: 0.0310169 | val_loss: 0.0313031 | Time: 5270.39 ms [2022-03-26 14:55:08 main:574] : INFO : Epoch 1824 | loss: 0.0310212 | val_loss: 0.0312958 | Time: 5250.11 ms [2022-03-26 14:55:13 main:574] : INFO : Epoch 1825 | loss: 0.0310243 | val_loss: 0.0313079 | Time: 5356.11 ms [2022-03-26 14:55:19 main:574] : INFO : Epoch 1826 | loss: 0.0310185 | val_loss: 0.0312878 | Time: 5295.69 ms [2022-03-26 14:55:25 main:574] : INFO : Epoch 1827 | loss: 0.0310256 | val_loss: 0.0312864 | Time: 5252.26 ms [2022-03-26 14:55:31 main:574] : INFO : Epoch 1828 | loss: 0.0310202 | val_loss: 0.0313154 | Time: 5262.23 ms [2022-03-26 14:55:36 main:574] : INFO : Epoch 1829 | loss: 0.0310253 | val_loss: 0.0313006 | Time: 5352.2 ms [2022-03-26 14:55:41 main:574] : INFO : Epoch 1830 | loss: 0.0310306 | val_loss: 0.031298 | Time: 5352.11 ms [2022-03-26 14:55:47 main:574] : INFO : Epoch 1831 | loss: 0.0310171 | val_loss: 0.0312878 | Time: 5327.96 ms [2022-03-26 14:55:53 main:574] : INFO : Epoch 1832 | loss: 0.0310121 | val_loss: 0.0312962 | Time: 5340.37 ms [2022-03-26 14:55:59 main:574] : INFO : Epoch 1833 | loss: 0.0310203 | val_loss: 0.0312924 | Time: 5303.21 ms [2022-03-26 14:56:04 main:574] : INFO : Epoch 1834 | loss: 0.0310209 | val_loss: 0.0312658 | Time: 5264.21 ms [2022-03-26 14:56:09 main:574] : INFO : Epoch 1835 | loss: 0.0310227 | val_loss: 0.0312672 | Time: 5249.63 ms [2022-03-26 14:56:15 main:574] : INFO : Epoch 1836 | loss: 0.0310245 | val_loss: 0.0312978 | Time: 5335.4 ms [2022-03-26 14:56:20 main:574] : INFO : Epoch 1837 | loss: 0.0310234 | val_loss: 0.0312968 | Time: 5289.58 ms [2022-03-26 14:56:26 main:574] : INFO : Epoch 1838 | loss: 0.0310184 | val_loss: 0.0312874 | Time: 5369.03 ms [2022-03-26 14:56:31 main:574] : INFO : Epoch 1839 | loss: 0.0310202 | val_loss: 0.0312867 | Time: 5309.11 ms [2022-03-26 14:56:37 main:574] : INFO : Epoch 1840 | loss: 0.0310202 | val_loss: 0.0313051 | Time: 5321.59 ms [2022-03-26 14:56:42 main:574] : INFO : Epoch 1841 | loss: 0.031021 | val_loss: 0.0312772 | Time: 5302.33 ms [2022-03-26 14:56:47 main:574] : INFO : Epoch 1842 | loss: 0.0310155 | val_loss: 0.0313199 | Time: 5265.97 ms [2022-03-26 14:56:53 main:574] : INFO : Epoch 1843 | loss: 0.0310212 | val_loss: 0.0313054 | Time: 5383.5 ms [2022-03-26 14:57:00 main:574] : INFO : Epoch 1844 | loss: 0.0310189 | val_loss: 0.0312798 | Time: 5306.5 ms [2022-03-26 14:57:05 main:574] : INFO : Epoch 1845 | loss: 0.031015 | val_loss: 0.031286 | Time: 5287.63 ms [2022-03-26 14:57:11 main:574] : INFO : Epoch 1846 | loss: 0.031024 | val_loss: 0.0312937 | Time: 5307.86 ms [2022-03-26 14:57:17 main:574] : INFO : Epoch 1847 | loss: 0.0310255 | val_loss: 0.0312704 | Time: 5328.8 ms [2022-03-26 14:57:23 main:574] : INFO : Epoch 1848 | loss: 0.0310153 | val_loss: 0.0313081 | Time: 5315.29 ms [2022-03-26 14:57:28 main:574] : INFO : Epoch 1849 | loss: 0.0310171 | val_loss: 0.0313198 | Time: 5341.5 ms [2022-03-26 14:57:33 main:574] : INFO : Epoch 1850 | loss: 0.0310167 | val_loss: 0.0313169 | Time: 5284.91 ms [2022-03-26 14:57:39 main:574] : INFO : Epoch 1851 | loss: 0.0310162 | val_loss: 0.0312909 | Time: 5313.21 ms [2022-03-26 14:57:44 main:574] : INFO : Epoch 1852 | loss: 0.0310234 | val_loss: 0.0312947 | Time: 5313.42 ms [2022-03-26 14:57:51 main:574] : INFO : Epoch 1853 | loss: 0.0310134 | val_loss: 0.0313064 | Time: 5258.76 ms [2022-03-26 14:57:57 main:574] : INFO : Epoch 1854 | loss: 0.0310178 | val_loss: 0.0313029 | Time: 5295.54 ms [2022-03-26 14:58:02 main:574] : INFO : Epoch 1855 | loss: 0.0310238 | val_loss: 0.0313172 | Time: 5353.62 ms [2022-03-26 14:58:08 main:574] : INFO : Epoch 1856 | loss: 0.0310164 | val_loss: 0.0313049 | Time: 5252.52 ms [2022-03-26 14:58:13 main:574] : INFO : Epoch 1857 | loss: 0.0310162 | val_loss: 0.0313007 | Time: 5282.85 ms [2022-03-26 14:58:19 main:574] : INFO : Epoch 1858 | loss: 0.0310161 | val_loss: 0.0313004 | Time: 5329.76 ms [2022-03-26 14:58:25 main:574] : INFO : Epoch 1859 | loss: 0.0310154 | val_loss: 0.0313136 | Time: 5331 ms [2022-03-26 14:58:30 main:574] : INFO : Epoch 1860 | loss: 0.0310143 | val_loss: 0.0312813 | Time: 5373 ms [2022-03-26 14:58:36 main:574] : INFO : Epoch 1861 | loss: 0.0310216 | val_loss: 0.0313103 | Time: 5301.89 ms [2022-03-26 14:58:41 main:574] : INFO : Epoch 1862 | loss: 0.0310138 | val_loss: 0.0313081 | Time: 5301.43 ms [2022-03-26 14:58:46 main:574] : INFO : Epoch 1863 | loss: 0.0310143 | val_loss: 0.0313141 | Time: 5303.54 ms [2022-03-26 14:58:52 main:574] : INFO : Epoch 1864 | loss: 0.0310115 | val_loss: 0.031285 | Time: 5289.35 ms [2022-03-26 14:58:57 main:574] : INFO : Epoch 1865 | loss: 0.0310132 | val_loss: 0.0313088 | Time: 5337.99 ms [2022-03-26 14:59:03 main:574] : INFO : Epoch 1866 | loss: 0.0310133 | val_loss: 0.0312835 | Time: 5272.07 ms [2022-03-26 14:59:08 main:574] : INFO : Epoch 1867 | loss: 0.0310159 | val_loss: 0.0313113 | Time: 5309.73 ms [2022-03-26 14:59:14 main:574] : INFO : Epoch 1868 | loss: 0.0310127 | val_loss: 0.0312893 | Time: 5326.95 ms [2022-03-26 14:59:19 main:574] : INFO : Epoch 1869 | loss: 0.031014 | val_loss: 0.0312945 | Time: 5308.16 ms [2022-03-26 14:59:25 main:574] : INFO : Epoch 1870 | loss: 0.0310117 | val_loss: 0.0313118 | Time: 5298.92 ms [2022-03-26 14:59:30 main:574] : INFO : Epoch 1871 | loss: 0.0310147 | val_loss: 0.0312919 | Time: 5298.65 ms [2022-03-26 14:59:35 main:574] : INFO : Epoch 1872 | loss: 0.0310183 | val_loss: 0.0312979 | Time: 5299.11 ms [2022-03-26 14:59:41 main:574] : INFO : Epoch 1873 | loss: 0.0310106 | val_loss: 0.0312831 | Time: 5251.44 ms [2022-03-26 14:59:46 main:574] : INFO : Epoch 1874 | loss: 0.0310202 | val_loss: 0.031293 | Time: 5355.68 ms [2022-03-26 14:59:52 main:574] : INFO : Epoch 1875 | loss: 0.0310165 | val_loss: 0.0313118 | Time: 5325.35 ms [2022-03-26 14:59:57 main:574] : INFO : Epoch 1876 | loss: 0.0310116 | val_loss: 0.0312817 | Time: 5249.69 ms [2022-03-26 15:00:02 main:574] : INFO : Epoch 1877 | loss: 0.0310178 | val_loss: 0.0313071 | Time: 5285.32 ms [2022-03-26 15:00:08 main:574] : INFO : Epoch 1878 | loss: 0.0310193 | val_loss: 0.0313148 | Time: 5256.47 ms [2022-03-26 15:00:13 main:574] : INFO : Epoch 1879 | loss: 0.0310105 | val_loss: 0.0313162 | Time: 5297.44 ms [2022-03-26 15:00:19 main:574] : INFO : Epoch 1880 | loss: 0.031016 | val_loss: 0.0313259 | Time: 5307.62 ms [2022-03-26 15:00:24 main:574] : INFO : Epoch 1881 | loss: 0.0310119 | val_loss: 0.0313316 | Time: 5256.33 ms [2022-03-26 15:00:30 main:574] : INFO : Epoch 1882 | loss: 0.0310136 | val_loss: 0.0312971 | Time: 5307.67 ms [2022-03-26 15:00:36 main:574] : INFO : Epoch 1883 | loss: 0.0310095 | val_loss: 0.0313083 | Time: 5305.95 ms [2022-03-26 15:00:42 main:574] : INFO : Epoch 1884 | loss: 0.0310131 | val_loss: 0.0312926 | Time: 5278.31 ms [2022-03-26 15:00:47 main:574] : INFO : Epoch 1885 | loss: 0.0310139 | val_loss: 0.0312849 | Time: 5361.35 ms [2022-03-26 15:00:53 main:574] : INFO : Epoch 1886 | loss: 0.0310163 | val_loss: 0.0312948 | Time: 5328.86 ms [2022-03-26 15:00:58 main:574] : INFO : Epoch 1887 | loss: 0.0310118 | val_loss: 0.0313097 | Time: 5280.55 ms [2022-03-26 15:01:03 main:574] : INFO : Epoch 1888 | loss: 0.0310205 | val_loss: 0.0312845 | Time: 5348.46 ms [2022-03-26 15:01:08 main:574] : INFO : Epoch 1889 | loss: 0.0310213 | val_loss: 0.031323 | Time: 5272.12 ms [2022-03-26 15:01:14 main:574] : INFO : Epoch 1890 | loss: 0.0310175 | val_loss: 0.03128 | Time: 5257.21 ms [2022-03-26 15:01:19 main:574] : INFO : Epoch 1891 | loss: 0.0310131 | val_loss: 0.0313068 | Time: 5313.78 ms [2022-03-26 15:01:24 main:574] : INFO : Epoch 1892 | loss: 0.0310231 | val_loss: 0.0313008 | Time: 5338.69 ms [2022-03-26 15:01:30 main:574] : INFO : Epoch 1893 | loss: 0.0310146 | val_loss: 0.0312852 | Time: 5298.21 ms [2022-03-26 15:01:35 main:574] : INFO : Epoch 1894 | loss: 0.0310188 | val_loss: 0.0312881 | Time: 5275.58 ms [2022-03-26 15:01:41 main:574] : INFO : Epoch 1895 | loss: 0.0310105 | val_loss: 0.031303 | Time: 5354.93 ms [2022-03-26 15:01:46 main:574] : INFO : Epoch 1896 | loss: 0.0310092 | val_loss: 0.0313012 | Time: 5294.15 ms [2022-03-26 15:01:51 main:574] : INFO : Epoch 1897 | loss: 0.0310185 | val_loss: 0.0312813 | Time: 5313.91 ms [2022-03-26 15:01:57 main:574] : INFO : Epoch 1898 | loss: 0.0310273 | val_loss: 0.0312844 | Time: 5278.82 ms [2022-03-26 15:02:02 main:574] : INFO : Epoch 1899 | loss: 0.0310175 | val_loss: 0.0313107 | Time: 5327.41 ms [2022-03-26 15:02:07 main:574] : INFO : Epoch 1900 | loss: 0.0310125 | val_loss: 0.0312835 | Time: 5332.46 ms [2022-03-26 15:02:13 main:574] : INFO : Epoch 1901 | loss: 0.0310133 | val_loss: 0.0313203 | Time: 5354.9 ms [2022-03-26 15:02:18 main:574] : INFO : Epoch 1902 | loss: 0.0310092 | val_loss: 0.0313235 | Time: 5473.56 ms [2022-03-26 15:02:24 main:574] : INFO : Epoch 1903 | loss: 0.0310135 | val_loss: 0.0313172 | Time: 5322.17 ms [2022-03-26 15:02:29 main:574] : INFO : Epoch 1904 | loss: 0.0310218 | val_loss: 0.0312804 | Time: 5350.89 ms [2022-03-26 15:02:35 main:574] : INFO : Epoch 1905 | loss: 0.0310229 | val_loss: 0.0312981 | Time: 5318.36 ms [2022-03-26 15:02:40 main:574] : INFO : Epoch 1906 | loss: 0.0310176 | val_loss: 0.0313068 | Time: 5265.32 ms [2022-03-26 15:02:46 main:574] : INFO : Epoch 1907 | loss: 0.031018 | val_loss: 0.0312959 | Time: 5371.92 ms [2022-03-26 15:02:51 main:574] : INFO : Epoch 1908 | loss: 0.0310304 | val_loss: 0.0312819 | Time: 5330.45 ms [2022-03-26 15:02:57 main:574] : INFO : Epoch 1909 | loss: 0.0310289 | val_loss: 0.0313001 | Time: 5301.94 ms [2022-03-26 15:03:02 main:574] : INFO : Epoch 1910 | loss: 0.0310161 | val_loss: 0.0312962 | Time: 5371.61 ms [2022-03-26 15:03:08 main:574] : INFO : Epoch 1911 | loss: 0.031015 | val_loss: 0.0312991 | Time: 5271.77 ms [2022-03-26 15:03:13 main:574] : INFO : Epoch 1912 | loss: 0.0310185 | val_loss: 0.0312954 | Time: 5414.09 ms [2022-03-26 15:03:19 main:574] : INFO : Epoch 1913 | loss: 0.0310282 | val_loss: 0.0312706 | Time: 5376.57 ms [2022-03-26 15:03:24 main:574] : INFO : Epoch 1914 | loss: 0.0310236 | val_loss: 0.0313065 | Time: 5259.38 ms [2022-03-26 15:03:30 main:574] : INFO : Epoch 1915 | loss: 0.0310248 | val_loss: 0.0312661 | Time: 5267.22 ms [2022-03-26 15:03:35 main:574] : INFO : Epoch 1916 | loss: 0.0310166 | val_loss: 0.031288 | Time: 5305.19 ms [2022-03-26 15:03:41 main:574] : INFO : Epoch 1917 | loss: 0.0310186 | val_loss: 0.0312972 | Time: 5297.08 ms [2022-03-26 15:03:47 main:574] : INFO : Epoch 1918 | loss: 0.0310231 | val_loss: 0.0312831 | Time: 5265.34 ms [2022-03-26 15:03:52 main:574] : INFO : Epoch 1919 | loss: 0.0310113 | val_loss: 0.0313148 | Time: 5287.24 ms [2022-03-26 15:03:58 main:574] : INFO : Epoch 1920 | loss: 0.0310111 | val_loss: 0.0312827 | Time: 5381.47 ms [2022-03-26 15:04:03 main:574] : INFO : Epoch 1921 | loss: 0.0310184 | val_loss: 0.0312749 | Time: 5272.29 ms [2022-03-26 15:04:09 main:574] : INFO : Epoch 1922 | loss: 0.0310202 | val_loss: 0.0313076 | Time: 5336.81 ms [2022-03-26 15:04:14 main:574] : INFO : Epoch 1923 | loss: 0.031017 | val_loss: 0.0312879 | Time: 5367.5 ms [2022-03-26 15:04:20 main:574] : INFO : Epoch 1924 | loss: 0.0310152 | val_loss: 0.0313034 | Time: 5277 ms [2022-03-26 15:04:25 main:574] : INFO : Epoch 1925 | loss: 0.0310215 | val_loss: 0.0312881 | Time: 5271.33 ms [2022-03-26 15:04:30 main:574] : INFO : Epoch 1926 | loss: 0.0310129 | val_loss: 0.0313161 | Time: 5270.52 ms [2022-03-26 15:04:36 main:574] : INFO : Epoch 1927 | loss: 0.0310118 | val_loss: 0.031296 | Time: 5381.21 ms [2022-03-26 15:04:41 main:574] : INFO : Epoch 1928 | loss: 0.031026 | val_loss: 0.031314 | Time: 5296.11 ms [2022-03-26 15:04:47 main:574] : INFO : Epoch 1929 | loss: 0.0310214 | val_loss: 0.0312843 | Time: 5328.54 ms [2022-03-26 15:04:52 main:574] : INFO : Epoch 1930 | loss: 0.0310115 | val_loss: 0.0312985 | Time: 5265.9 ms [2022-03-26 15:04:57 main:574] : INFO : Epoch 1931 | loss: 0.0310196 | val_loss: 0.031303 | Time: 5324.63 ms [2022-03-26 15:05:03 main:574] : INFO : Epoch 1932 | loss: 0.0310145 | val_loss: 0.0313017 | Time: 5355.23 ms [2022-03-26 15:05:08 main:574] : INFO : Epoch 1933 | loss: 0.0310157 | val_loss: 0.0313005 | Time: 5329.51 ms [2022-03-26 15:05:13 main:574] : INFO : Epoch 1934 | loss: 0.0310121 | val_loss: 0.031309 | Time: 5344.04 ms [2022-03-26 15:05:19 main:574] : INFO : Epoch 1935 | loss: 0.0310191 | val_loss: 0.0312957 | Time: 5339.93 ms [2022-03-26 15:05:24 main:574] : INFO : Epoch 1936 | loss: 0.0310158 | val_loss: 0.0312795 | Time: 5289.04 ms [2022-03-26 15:05:30 main:574] : INFO : Epoch 1937 | loss: 0.0310143 | val_loss: 0.0312916 | Time: 5341.45 ms [2022-03-26 15:05:35 main:574] : INFO : Epoch 1938 | loss: 0.0310112 | val_loss: 0.0313136 | Time: 5307.38 ms [2022-03-26 15:05:40 main:574] : INFO : Epoch 1939 | loss: 0.0310125 | val_loss: 0.0313125 | Time: 5278.6 ms [2022-03-26 15:05:46 main:574] : INFO : Epoch 1940 | loss: 0.0310083 | val_loss: 0.0313255 | Time: 5336.28 ms [2022-03-26 15:05:51 main:574] : INFO : Epoch 1941 | loss: 0.0310073 | val_loss: 0.0313087 | Time: 5271.97 ms [2022-03-26 15:05:57 main:574] : INFO : Epoch 1942 | loss: 0.0310117 | val_loss: 0.0313082 | Time: 5295.73 ms [2022-03-26 15:06:02 main:574] : INFO : Epoch 1943 | loss: 0.0310175 | val_loss: 0.0313201 | Time: 5243.7 ms [2022-03-26 15:06:07 main:574] : INFO : Epoch 1944 | loss: 0.0310206 | val_loss: 0.0312817 | Time: 5336.39 ms [2022-03-26 15:06:13 main:574] : INFO : Epoch 1945 | loss: 0.0310099 | val_loss: 0.0312998 | Time: 5258.52 ms [2022-03-26 15:06:18 main:574] : INFO : Epoch 1946 | loss: 0.0310124 | val_loss: 0.0313089 | Time: 5357.53 ms [2022-03-26 15:06:23 main:574] : INFO : Epoch 1947 | loss: 0.0310168 | val_loss: 0.0313015 | Time: 5249.81 ms [2022-03-26 15:06:29 main:574] : INFO : Epoch 1948 | loss: 0.0310122 | val_loss: 0.0313271 | Time: 5280.78 ms [2022-03-26 15:06:35 main:574] : INFO : Epoch 1949 | loss: 0.031008 | val_loss: 0.0313054 | Time: 5308.63 ms [2022-03-26 15:06:40 main:574] : INFO : Epoch 1950 | loss: 0.031023 | val_loss: 0.0313146 | Time: 5254.16 ms [2022-03-26 15:06:47 main:574] : INFO : Epoch 1951 | loss: 0.0310247 | val_loss: 0.0312881 | Time: 5334.55 ms [2022-03-26 15:06:52 main:574] : INFO : Epoch 1952 | loss: 0.0310135 | val_loss: 0.0313213 | Time: 5331.57 ms [2022-03-26 15:06:58 main:574] : INFO : Epoch 1953 | loss: 0.0310138 | val_loss: 0.0312953 | Time: 5316.12 ms [2022-03-26 15:07:03 main:574] : INFO : Epoch 1954 | loss: 0.031012 | val_loss: 0.0313109 | Time: 5347.36 ms [2022-03-26 15:07:09 main:574] : INFO : Epoch 1955 | loss: 0.0310105 | val_loss: 0.0313116 | Time: 5281.17 ms [2022-03-26 15:07:14 main:574] : INFO : Epoch 1956 | loss: 0.0310151 | val_loss: 0.0313043 | Time: 5275.72 ms [2022-03-26 15:07:20 main:574] : INFO : Epoch 1957 | loss: 0.0310169 | val_loss: 0.0312942 | Time: 5293.27 ms [2022-03-26 15:07:26 main:574] : INFO : Epoch 1958 | loss: 0.0310153 | val_loss: 0.0313091 | Time: 5248.62 ms [2022-03-26 15:07:31 main:574] : INFO : Epoch 1959 | loss: 0.0310175 | val_loss: 0.0312868 | Time: 5293.55 ms [2022-03-26 15:07:37 main:574] : INFO : Epoch 1960 | loss: 0.0310091 | val_loss: 0.0312791 | Time: 5310.98 ms [2022-03-26 15:07:42 main:574] : INFO : Epoch 1961 | loss: 0.0310147 | val_loss: 0.0313031 | Time: 5326.25 ms [2022-03-26 15:07:47 main:574] : INFO : Epoch 1962 | loss: 0.0310118 | val_loss: 0.0313092 | Time: 5289.72 ms [2022-03-26 15:07:53 main:574] : INFO : Epoch 1963 | loss: 0.0310145 | val_loss: 0.0312887 | Time: 5271.72 ms [2022-03-26 15:07:58 main:574] : INFO : Epoch 1964 | loss: 0.0310132 | val_loss: 0.0313048 | Time: 5317.78 ms [2022-03-26 15:08:04 main:574] : INFO : Epoch 1965 | loss: 0.0310196 | val_loss: 0.0312994 | Time: 5346.7 ms [2022-03-26 15:08:09 main:574] : INFO : Epoch 1966 | loss: 0.0310216 | val_loss: 0.0313483 | Time: 5315.39 ms [2022-03-26 15:08:14 main:574] : INFO : Epoch 1967 | loss: 0.0310233 | val_loss: 0.031306 | Time: 5294.3 ms [2022-03-26 15:08:20 main:574] : INFO : Epoch 1968 | loss: 0.0310162 | val_loss: 0.0313019 | Time: 5269.73 ms [2022-03-26 15:08:25 main:574] : INFO : Epoch 1969 | loss: 0.0310162 | val_loss: 0.031315 | Time: 5304.27 ms [2022-03-26 15:08:30 main:574] : INFO : Epoch 1970 | loss: 0.0310177 | val_loss: 0.0312885 | Time: 5328.48 ms [2022-03-26 15:08:36 main:574] : INFO : Epoch 1971 | loss: 0.0310178 | val_loss: 0.0313033 | Time: 5330.11 ms [2022-03-26 15:08:41 main:574] : INFO : Epoch 1972 | loss: 0.0310154 | val_loss: 0.0312972 | Time: 5257.36 ms [2022-03-26 15:08:47 main:574] : INFO : Epoch 1973 | loss: 0.0310109 | val_loss: 0.0313111 | Time: 5359.41 ms [2022-03-26 15:08:52 main:574] : INFO : Epoch 1974 | loss: 0.0310195 | val_loss: 0.0313075 | Time: 5294.98 ms [2022-03-26 15:08:58 main:574] : INFO : Epoch 1975 | loss: 0.0310135 | val_loss: 0.0313001 | Time: 5328.95 ms [2022-03-26 15:09:03 main:574] : INFO : Epoch 1976 | loss: 0.0310138 | val_loss: 0.0312954 | Time: 5282.53 ms [2022-03-26 15:09:09 main:574] : INFO : Epoch 1977 | loss: 0.0310145 | val_loss: 0.0313183 | Time: 5268.55 ms [2022-03-26 15:09:14 main:574] : INFO : Epoch 1978 | loss: 0.0310065 | val_loss: 0.0313163 | Time: 5250.57 ms [2022-03-26 15:09:19 main:574] : INFO : Epoch 1979 | loss: 0.0310142 | val_loss: 0.0312966 | Time: 5283.35 ms [2022-03-26 15:09:25 main:574] : INFO : Epoch 1980 | loss: 0.0310063 | val_loss: 0.0312948 | Time: 5302.53 ms [2022-03-26 15:09:30 main:574] : INFO : Epoch 1981 | loss: 0.0310178 | val_loss: 0.0313072 | Time: 5304.38 ms [2022-03-26 15:09:35 main:574] : INFO : Epoch 1982 | loss: 0.0310139 | val_loss: 0.0313142 | Time: 5320.9 ms [2022-03-26 15:09:41 main:574] : INFO : Epoch 1983 | loss: 0.031009 | val_loss: 0.0313143 | Time: 5320.03 ms [2022-03-26 15:09:46 main:574] : INFO : Epoch 1984 | loss: 0.0310169 | val_loss: 0.0312877 | Time: 5288.63 ms [2022-03-26 15:09:51 main:574] : INFO : Epoch 1985 | loss: 0.0310241 | val_loss: 0.0312945 | Time: 5289.03 ms [2022-03-26 15:09:57 main:574] : INFO : Epoch 1986 | loss: 0.03102 | val_loss: 0.0313361 | Time: 5311.28 ms [2022-03-26 15:10:03 main:574] : INFO : Epoch 1987 | loss: 0.0310151 | val_loss: 0.0312779 | Time: 5256.06 ms [2022-03-26 15:10:08 main:574] : INFO : Epoch 1988 | loss: 0.0310133 | val_loss: 0.0313017 | Time: 5361.82 ms [2022-03-26 15:10:13 main:574] : INFO : Epoch 1989 | loss: 0.0310243 | val_loss: 0.0313066 | Time: 5273.54 ms [2022-03-26 15:10:19 main:574] : INFO : Epoch 1990 | loss: 0.0310312 | val_loss: 0.0312874 | Time: 5312.1 ms [2022-03-26 15:10:24 main:574] : INFO : Epoch 1991 | loss: 0.0310189 | val_loss: 0.0313046 | Time: 5313.3 ms [2022-03-26 15:10:29 main:574] : INFO : Epoch 1992 | loss: 0.0310121 | val_loss: 0.0312985 | Time: 5272.46 ms [2022-03-26 15:10:35 main:574] : INFO : Epoch 1993 | loss: 0.0310077 | val_loss: 0.0312924 | Time: 5322.97 ms [2022-03-26 15:10:40 main:574] : INFO : Epoch 1994 | loss: 0.0310096 | val_loss: 0.0312997 | Time: 5323.4 ms [2022-03-26 15:10:45 main:574] : INFO : Epoch 1995 | loss: 0.0310111 | val_loss: 0.0312757 | Time: 5269.83 ms [2022-03-26 15:10:51 main:574] : INFO : Epoch 1996 | loss: 0.0310234 | val_loss: 0.0313217 | Time: 5316.49 ms [2022-03-26 15:10:56 main:574] : INFO : Epoch 1997 | loss: 0.0310224 | val_loss: 0.031291 | Time: 5299.27 ms [2022-03-26 15:11:02 main:574] : INFO : Epoch 1998 | loss: 0.0310221 | val_loss: 0.0312966 | Time: 5285.76 ms [2022-03-26 15:11:07 main:574] : INFO : Epoch 1999 | loss: 0.031017 | val_loss: 0.0312821 | Time: 5236.72 ms [2022-03-26 15:11:13 main:574] : INFO : Epoch 2000 | loss: 0.0310115 | val_loss: 0.031303 | Time: 5353.17 ms [2022-03-26 15:11:19 main:574] : INFO : Epoch 2001 | loss: 0.0310179 | val_loss: 0.0312685 | Time: 5259.98 ms [2022-03-26 15:11:24 main:574] : INFO : Epoch 2002 | loss: 0.031017 | val_loss: 0.0313354 | Time: 5190.1 ms [2022-03-26 15:11:29 main:574] : INFO : Epoch 2003 | loss: 0.0310081 | val_loss: 0.0312919 | Time: 5278.96 ms [2022-03-26 15:11:35 main:574] : INFO : Epoch 2004 | loss: 0.031009 | val_loss: 0.0312981 | Time: 5275.29 ms [2022-03-26 15:11:40 main:574] : INFO : Epoch 2005 | loss: 0.0310138 | val_loss: 0.031319 | Time: 5287.02 ms [2022-03-26 15:11:45 main:574] : INFO : Epoch 2006 | loss: 0.0310127 | val_loss: 0.0313353 | Time: 5319.41 ms [2022-03-26 15:11:51 main:574] : INFO : Epoch 2007 | loss: 0.0310235 | val_loss: 0.0312544 | Time: 5295.86 ms [2022-03-26 15:11:56 main:574] : INFO : Epoch 2008 | loss: 0.0310285 | val_loss: 0.0312907 | Time: 5365.06 ms [2022-03-26 15:12:02 main:574] : INFO : Epoch 2009 | loss: 0.0310236 | val_loss: 0.0312995 | Time: 5306.06 ms [2022-03-26 15:12:08 main:574] : INFO : Epoch 2010 | loss: 0.031018 | val_loss: 0.0312944 | Time: 5365.11 ms [2022-03-26 15:12:14 main:574] : INFO : Epoch 2011 | loss: 0.0310063 | val_loss: 0.0313007 | Time: 5297.09 ms [2022-03-26 15:12:19 main:574] : INFO : Epoch 2012 | loss: 0.0310048 | val_loss: 0.0312981 | Time: 5295.43 ms [2022-03-26 15:12:25 main:574] : INFO : Epoch 2013 | loss: 0.0310091 | val_loss: 0.0313004 | Time: 5332.65 ms [2022-03-26 15:12:30 main:574] : INFO : Epoch 2014 | loss: 0.0310145 | val_loss: 0.031294 | Time: 5335.79 ms [2022-03-26 15:12:36 main:574] : INFO : Epoch 2015 | loss: 0.0310212 | val_loss: 0.0312947 | Time: 5293.9 ms [2022-03-26 15:12:41 main:574] : INFO : Epoch 2016 | loss: 0.0310134 | val_loss: 0.0313045 | Time: 5295.75 ms [2022-03-26 15:12:46 main:574] : INFO : Epoch 2017 | loss: 0.0310215 | val_loss: 0.0312851 | Time: 5351.13 ms [2022-03-26 15:12:52 main:574] : INFO : Epoch 2018 | loss: 0.0310177 | val_loss: 0.0312937 | Time: 5239.06 ms [2022-03-26 15:12:57 main:574] : INFO : Epoch 2019 | loss: 0.0310113 | val_loss: 0.0313088 | Time: 5332.49 ms [2022-03-26 15:13:03 main:574] : INFO : Epoch 2020 | loss: 0.0310127 | val_loss: 0.0313049 | Time: 5346.65 ms [2022-03-26 15:13:08 main:574] : INFO : Epoch 2021 | loss: 0.0310081 | val_loss: 0.0313171 | Time: 5333.25 ms [2022-03-26 15:13:14 main:574] : INFO : Epoch 2022 | loss: 0.0310102 | val_loss: 0.0313069 | Time: 5300.71 ms [2022-03-26 15:13:19 main:574] : INFO : Epoch 2023 | loss: 0.0310127 | val_loss: 0.0313141 | Time: 5294.12 ms [2022-03-26 15:13:24 main:574] : INFO : Epoch 2024 | loss: 0.0310114 | val_loss: 0.0312925 | Time: 5285.37 ms [2022-03-26 15:13:30 main:574] : INFO : Epoch 2025 | loss: 0.0310109 | val_loss: 0.0313208 | Time: 5281.04 ms [2022-03-26 15:13:35 main:574] : INFO : Epoch 2026 | loss: 0.0310136 | val_loss: 0.0312746 | Time: 5330.32 ms [2022-03-26 15:13:41 main:574] : INFO : Epoch 2027 | loss: 0.0310193 | val_loss: 0.0312905 | Time: 5264.65 ms [2022-03-26 15:13:46 main:574] : INFO : Epoch 2028 | loss: 0.0310174 | val_loss: 0.0312964 | Time: 5274.91 ms [2022-03-26 15:13:52 main:574] : INFO : Epoch 2029 | loss: 0.0310131 | val_loss: 0.0313074 | Time: 5308.18 ms [2022-03-26 15:13:57 main:574] : INFO : Epoch 2030 | loss: 0.0310198 | val_loss: 0.0312858 | Time: 5284.56 ms [2022-03-26 15:14:02 main:574] : INFO : Epoch 2031 | loss: 0.031022 | val_loss: 0.0313028 | Time: 5308.69 ms [2022-03-26 15:14:08 main:574] : INFO : Epoch 2032 | loss: 0.0310274 | val_loss: 0.0313017 | Time: 5314.75 ms [2022-03-26 15:14:14 main:574] : INFO : Epoch 2033 | loss: 0.0310266 | val_loss: 0.0313 | Time: 5316.57 ms [2022-03-26 15:14:19 main:574] : INFO : Epoch 2034 | loss: 0.0310181 | val_loss: 0.0312845 | Time: 5371.47 ms [2022-03-26 15:14:24 main:574] : INFO : Epoch 2035 | loss: 0.0310185 | val_loss: 0.0312958 | Time: 5256.79 ms [2022-03-26 15:14:30 main:574] : INFO : Epoch 2036 | loss: 0.0310148 | val_loss: 0.0312901 | Time: 5310.29 ms [2022-03-26 15:14:35 main:574] : INFO : Epoch 2037 | loss: 0.0310132 | val_loss: 0.0313158 | Time: 5278.64 ms [2022-03-26 15:14:41 main:574] : INFO : Epoch 2038 | loss: 0.0310082 | val_loss: 0.0312979 | Time: 5262.27 ms [2022-03-26 15:14:46 main:574] : INFO : Epoch 2039 | loss: 0.0310091 | val_loss: 0.0313018 | Time: 5333.31 ms [2022-03-26 15:14:51 main:574] : INFO : Epoch 2040 | loss: 0.0310121 | val_loss: 0.031298 | Time: 5236.38 ms [2022-03-26 15:14:57 main:574] : INFO : Epoch 2041 | loss: 0.0310091 | val_loss: 0.0312807 | Time: 5308.02 ms [2022-03-26 15:15:02 main:574] : INFO : Epoch 2042 | loss: 0.0310096 | val_loss: 0.0312919 | Time: 5265.75 ms [2022-03-26 15:15:07 main:574] : INFO : Epoch 2043 | loss: 0.0310061 | val_loss: 0.0313033 | Time: 5306.74 ms [2022-03-26 15:15:12 main:574] : INFO : Epoch 2044 | loss: 0.0310044 | val_loss: 0.0313423 | Time: 5257.11 ms [2022-03-26 15:15:18 main:574] : INFO : Epoch 2045 | loss: 0.0310115 | val_loss: 0.0312896 | Time: 5293.54 ms [2022-03-26 15:15:23 main:574] : INFO : Epoch 2046 | loss: 0.0310078 | val_loss: 0.0313025 | Time: 5291.27 ms [2022-03-26 15:15:29 main:574] : INFO : Epoch 2047 | loss: 0.0310082 | val_loss: 0.0312913 | Time: 5263.07 ms [2022-03-26 15:15:34 main:574] : INFO : Epoch 2048 | loss: 0.0310103 | val_loss: 0.0312882 | Time: 5328.9 ms [2022-03-26 15:15:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312882 [2022-03-26 15:15:34 main:603] : INFO : Saving end state to config to file [2022-03-26 15:15:34 main:608] : INFO : Success, exiting.. 15:15:34 (8300): 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)