Task 11064439
| Name | ParityModified-1639966512-11110-1-0_1 |
| Workunit | 7857997 |
| Created | 25 Jan 2022, 17:37:18 UTC |
| Sent | 25 Jan 2022, 19:35:27 UTC |
| Report deadline | 2 Feb 2022, 19:35:27 UTC |
| Received | 26 Jan 2022, 4:12:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 53 min 4 sec |
| CPU time | 4 hours 52 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 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: 0.0310211 | val_loss: 0.0312804 | Time: 6099.09 ms [2022-01-25 20:58:47 main:574] : INFO : Epoch 1543 | loss: 0.0310187 | val_loss: 0.0312817 | Time: 6165.33 ms [2022-01-25 20:58:54 main:574] : INFO : Epoch 1544 | loss: 0.0310269 | val_loss: 0.0312941 | Time: 6322.92 ms [2022-01-25 20:59:00 main:574] : INFO : Epoch 1545 | loss: 0.0310243 | val_loss: 0.0313094 | Time: 6065.02 ms [2022-01-25 20:59:06 main:574] : INFO : Epoch 1546 | loss: 0.0310237 | val_loss: 0.0312753 | Time: 6316.28 ms [2022-01-25 20:59:12 main:574] : INFO : Epoch 1547 | loss: 0.0310205 | val_loss: 0.031289 | Time: 5905.15 ms [2022-01-25 20:59:18 main:574] : INFO : Epoch 1548 | loss: 0.0310181 | val_loss: 0.0312617 | Time: 6222.84 ms [2022-01-25 20:59:24 main:574] : INFO : Epoch 1549 | loss: 0.0310228 | val_loss: 0.0312682 | Time: 6091.49 ms [2022-01-25 20:59:31 main:574] : INFO : Epoch 1550 | loss: 0.0310154 | val_loss: 0.0312826 | Time: 6662.2 ms [2022-01-25 20:59:37 main:574] : INFO : Epoch 1551 | loss: 0.0310136 | val_loss: 0.0312872 | Time: 6499.48 ms [2022-01-25 20:59:44 main:574] : INFO : Epoch 1552 | loss: 0.0310134 | val_loss: 0.0312733 | Time: 6248.66 ms [2022-01-25 20:59:50 main:574] : INFO : Epoch 1553 | loss: 0.0310236 | val_loss: 0.031288 | Time: 6317.62 ms [2022-01-25 20:59:56 main:574] : INFO : Epoch 1554 | loss: 0.0310226 | val_loss: 0.0312543 | Time: 6356.62 ms [2022-01-25 21:00:03 main:574] : INFO : Epoch 1555 | loss: 0.0310254 | val_loss: 0.0312897 | Time: 6417.11 ms [2022-01-25 21:00:09 main:574] : INFO : Epoch 1556 | loss: 0.031019 | val_loss: 0.0312714 | Time: 6136.78 ms [2022-01-25 21:00:15 main:574] : INFO : Epoch 1557 | loss: 0.0310163 | val_loss: 0.0312846 | Time: 6203.04 ms [2022-01-25 21:00:21 main:574] : INFO : Epoch 1558 | loss: 0.0310206 | val_loss: 0.0313019 | Time: 5846.42 ms [2022-01-25 21:00:27 main:574] : INFO : Epoch 1559 | loss: 0.031012 | val_loss: 0.0313123 | Time: 5877.18 ms [2022-01-25 21:00:33 main:574] : INFO : Epoch 1560 | loss: 0.03101 | val_loss: 0.0312807 | Time: 5898.05 ms [2022-01-25 21:00:49 main:574] : INFO : Epoch 1561 | loss: 0.0310135 | val_loss: 0.0312875 | Time: 15818 ms [2022-01-25 21:00:54 main:574] : INFO : Epoch 1562 | loss: 0.0310116 | val_loss: 0.0312756 | Time: 5539.79 ms [2022-01-25 21:01:00 main:574] : INFO : Epoch 1563 | loss: 0.0310171 | val_loss: 0.0312726 | Time: 6019.64 ms [2022-01-25 21:01:06 main:574] : INFO : Epoch 1564 | loss: 0.0310144 | val_loss: 0.0313046 | Time: 5647.46 ms [2022-01-25 21:01:12 main:574] : INFO : Epoch 1565 | loss: 0.0310202 | val_loss: 0.0312705 | Time: 5730.18 ms [2022-01-25 21:01:18 main:574] : INFO : Epoch 1566 | loss: 0.0310149 | val_loss: 0.0312828 | Time: 6282.24 ms [2022-01-25 21:01:24 main:574] : INFO : Epoch 1567 | loss: 0.0310148 | val_loss: 0.0312865 | Time: 6248.93 ms [2022-01-25 21:01:30 main:574] : INFO : Epoch 1568 | loss: 0.0310242 | val_loss: 0.0312833 | Time: 6143.89 ms [2022-01-25 21:01:36 main:574] : INFO : Epoch 1569 | loss: 0.0310212 | val_loss: 0.0312912 | Time: 6068.89 ms [2022-01-25 21:01:43 main:574] : INFO : Epoch 1570 | loss: 0.0310213 | val_loss: 0.0312831 | Time: 6253.19 ms [2022-01-25 21:01:48 main:574] : INFO : Epoch 1571 | loss: 0.0310307 | val_loss: 0.0312726 | Time: 5705.7 ms [2022-01-25 21:01:54 main:574] : INFO : Epoch 1572 | loss: 0.0310232 | val_loss: 0.0312723 | Time: 6189.38 ms [2022-01-25 21:02:01 main:574] : INFO : Epoch 1573 | loss: 0.0310177 | val_loss: 0.0312693 | Time: 6069.53 ms [2022-01-25 21:02:07 main:574] : INFO : Epoch 1574 | loss: 0.0310269 | val_loss: 0.0312999 | Time: 5976.46 ms [2022-01-25 21:02:13 main:574] : INFO : Epoch 1575 | loss: 0.0310334 | val_loss: 0.0313001 | Time: 6271.59 ms [2022-01-25 21:02:19 main:574] : INFO : Epoch 1576 | loss: 0.0312299 | val_loss: 0.0313425 | Time: 6467.58 ms [2022-01-25 21:02:25 main:574] : INFO : Epoch 1577 | loss: 0.0310477 | val_loss: 0.0312875 | Time: 5826.69 ms [2022-01-25 21:02:31 main:574] : INFO : Epoch 1578 | loss: 0.0310297 | val_loss: 0.0312649 | Time: 6096.44 ms [2022-01-25 21:02:37 main:574] : INFO : Epoch 1579 | loss: 0.0310269 | val_loss: 0.0312647 | Time: 6032.54 ms [2022-01-25 21:02:43 main:574] : INFO : Epoch 1580 | loss: 0.0310302 | val_loss: 0.0312699 | Time: 6097.67 ms [2022-01-25 21:02:59 main:574] : INFO : Epoch 1581 | loss: 0.0310244 | val_loss: 0.0312657 | Time: 15940.1 ms [2022-01-25 21:03:05 main:574] : INFO : Epoch 1582 | loss: 0.0310191 | val_loss: 0.0312894 | Time: 5974.23 ms [2022-01-25 21:03:11 main:574] : INFO : Epoch 1583 | loss: 0.0310145 | val_loss: 0.0312819 | Time: 6224.53 ms [2022-01-25 21:03:18 main:574] : INFO : Epoch 1584 | loss: 0.0310263 | val_loss: 0.0312957 | Time: 6017.77 ms [2022-01-25 21:03:23 main:574] : INFO : Epoch 1585 | loss: 0.0310133 | val_loss: 0.0312917 | Time: 5936.94 ms [2022-01-25 21:03:30 main:574] : INFO : Epoch 1586 | loss: 0.0310318 | val_loss: 0.0312563 | Time: 6056 ms [2022-01-25 21:03:35 main:574] : INFO : Epoch 1587 | loss: 0.0310625 | val_loss: 0.0312591 | Time: 5747.97 ms [2022-01-25 21:03:41 main:574] : INFO : Epoch 1588 | loss: 0.0310398 | val_loss: 0.0312761 | Time: 6097.56 ms [2022-01-25 21:03:47 main:574] : INFO : Epoch 1589 | loss: 0.0310256 | val_loss: 0.0312716 | Time: 5995.38 ms [2022-01-25 21:03:53 main:574] : INFO : Epoch 1590 | loss: 0.0310168 | val_loss: 0.0312866 | Time: 5959.1 ms [2022-01-25 21:03:59 main:574] : INFO : Epoch 1591 | loss: 0.0310203 | val_loss: 0.0312667 | Time: 6006.23 ms [2022-01-25 21:04:05 main:574] : INFO : Epoch 1592 | loss: 0.0310266 | val_loss: 0.031274 | Time: 6001.45 ms [2022-01-25 21:04:11 main:574] : INFO : Epoch 1593 | loss: 0.031019 | val_loss: 0.031268 | Time: 5678.46 ms [2022-01-25 21:04:17 main:574] : INFO : Epoch 1594 | loss: 0.031017 | val_loss: 0.0312843 | Time: 5744.9 ms [2022-01-25 21:04:23 main:574] : INFO : Epoch 1595 | loss: 0.0310169 | val_loss: 0.0312557 | Time: 5960.25 ms [2022-01-25 21:04:29 main:574] : INFO : Epoch 1596 | loss: 0.0310149 | val_loss: 0.0312776 | Time: 6023.87 ms [2022-01-25 21:04:34 main:574] : INFO : Epoch 1597 | loss: 0.0310213 | val_loss: 0.0312996 | Time: 5646.82 ms [2022-01-25 21:04:41 main:574] : INFO : Epoch 1598 | loss: 0.0310231 | val_loss: 0.0312582 | Time: 6449.43 ms [2022-01-25 21:04:47 main:574] : INFO : Epoch 1599 | loss: 0.0310267 | val_loss: 0.0312817 | Time: 5819.06 ms [2022-01-25 21:04:53 main:574] : INFO : Epoch 1600 | loss: 0.0310169 | val_loss: 0.0312807 | Time: 6260.55 ms [2022-01-25 21:04:59 main:574] : INFO : Epoch 1601 | loss: 0.0310124 | val_loss: 0.0313012 | Time: 6445.19 ms [2022-01-25 21:05:06 main:574] : INFO : Epoch 1602 | loss: 0.0310125 | val_loss: 0.0313009 | Time: 6164.18 ms [2022-01-25 21:05:12 main:574] : INFO : Epoch 1603 | loss: 0.0310254 | val_loss: 0.0312906 | Time: 6641.74 ms [2022-01-25 21:05:28 main:574] : INFO : Epoch 1604 | loss: 0.0310159 | val_loss: 0.0312898 | Time: 16128.5 ms [2022-01-25 21:05:34 main:574] : INFO : Epoch 1605 | loss: 0.0310179 | val_loss: 0.0313043 | Time: 5852.85 ms [2022-01-25 21:05:40 main:574] : INFO : Epoch 1606 | loss: 0.0310291 | val_loss: 0.0312831 | Time: 5971.1 ms [2022-01-25 21:05:47 main:574] : INFO : Epoch 1607 | loss: 0.0310203 | val_loss: 0.0312803 | Time: 6346.57 ms [2022-01-25 21:05:53 main:574] : INFO : Epoch 1608 | loss: 0.0310188 | val_loss: 0.0312751 | Time: 6071.33 ms [2022-01-25 21:05:59 main:574] : INFO : Epoch 1609 | loss: 0.0310149 | val_loss: 0.0312612 | Time: 6025.44 ms [2022-01-25 21:06:04 main:574] : INFO : Epoch 1610 | loss: 0.0310064 | val_loss: 0.0312879 | Time: 5615.75 ms [2022-01-25 21:06:10 main:574] : INFO : Epoch 1611 | loss: 0.03101 | val_loss: 0.0313211 | Time: 6014.01 ms [2022-01-25 21:06:17 main:574] : INFO : Epoch 1612 | loss: 0.0310187 | val_loss: 0.031294 | Time: 6297.65 ms [2022-01-25 21:06:23 main:574] : INFO : Epoch 1613 | loss: 0.0310174 | val_loss: 0.0312799 | Time: 5906.49 ms [2022-01-25 21:06:28 main:574] : INFO : Epoch 1614 | loss: 0.0310193 | val_loss: 0.0312629 | Time: 5660.24 ms [2022-01-25 21:06:34 main:574] : INFO : Epoch 1615 | loss: 0.0310116 | val_loss: 0.0313042 | Time: 6251.82 ms [2022-01-25 21:06:51 main:574] : INFO : Epoch 1616 | loss: 0.0310085 | val_loss: 0.0312789 | Time: 16083.5 ms [2022-01-25 21:06:56 main:574] : INFO : Epoch 1617 | loss: 0.0310166 | val_loss: 0.0312924 | Time: 5961.01 ms [2022-01-25 21:07:02 main:574] : INFO : Epoch 1618 | loss: 0.031016 | val_loss: 0.0312789 | Time: 5986.74 ms [2022-01-25 21:07:09 main:574] : INFO : Epoch 1619 | loss: 0.031019 | val_loss: 0.0312665 | Time: 6413.27 ms [2022-01-25 21:07:15 main:574] : INFO : Epoch 1620 | loss: 0.0310153 | val_loss: 0.0312936 | Time: 5758.43 ms [2022-01-25 21:07:21 main:574] : INFO : Epoch 1621 | loss: 0.0310152 | val_loss: 0.0313145 | Time: 6071.51 ms [2022-01-25 21:07:27 main:574] : INFO : Epoch 1622 | loss: 0.0310172 | val_loss: 0.0312861 | Time: 6180.11 ms [2022-01-25 21:07:33 main:574] : INFO : Epoch 1623 | loss: 0.0310226 | val_loss: 0.0312356 | Time: 6144.77 ms [2022-01-25 21:07:39 main:574] : INFO : Epoch 1624 | loss: 0.031057 | val_loss: 0.0312751 | Time: 6365.86 ms [2022-01-25 21:07:46 main:574] : INFO : Epoch 1625 | loss: 0.0310357 | val_loss: 0.0312665 | Time: 6178.27 ms [2022-01-25 21:07:52 main:574] : INFO : Epoch 1626 | loss: 0.0310256 | val_loss: 0.0312609 | Time: 6140.15 ms [2022-01-25 21:07:58 main:574] : INFO : Epoch 1627 | loss: 0.0310207 | val_loss: 0.0312789 | Time: 6002.72 ms [2022-01-25 21:08:03 main:574] : INFO : Epoch 1628 | loss: 0.0310169 | val_loss: 0.0312641 | Time: 5566.47 ms [2022-01-25 21:08:09 main:574] : INFO : Epoch 1629 | loss: 0.0310242 | val_loss: 0.0312764 | Time: 5232.35 ms [2022-01-25 21:08:15 main:574] : INFO : Epoch 1630 | loss: 0.0310215 | val_loss: 0.03129 | Time: 6216.46 ms [2022-01-25 21:08:21 main:574] : INFO : Epoch 1631 | loss: 0.0310166 | val_loss: 0.0312757 | Time: 5798.54 ms [2022-01-25 21:08:27 main:574] : INFO : Epoch 1632 | loss: 0.031026 | val_loss: 0.0312624 | Time: 5886.3 ms [2022-01-25 21:08:32 main:574] : INFO : Epoch 1633 | loss: 0.031017 | val_loss: 0.031298 | Time: 5855.11 ms [2022-01-25 21:08:39 main:574] : INFO : Epoch 1634 | loss: 0.0310166 | val_loss: 0.0312881 | Time: 6299.29 ms [2022-01-25 21:08:45 main:574] : INFO : Epoch 1635 | loss: 0.0310171 | val_loss: 0.031295 | Time: 6643.68 ms [2022-01-25 21:08:53 main:574] : INFO : Epoch 1636 | loss: 0.0310174 | val_loss: 0.0312751 | Time: 7205.8 ms [2022-01-25 21:08:59 main:574] : INFO : Epoch 1637 | loss: 0.0310509 | val_loss: 0.0312328 | Time: 6247.72 ms [2022-01-25 21:09:05 main:574] : INFO : Epoch 1638 | loss: 0.0310505 | val_loss: 0.0313022 | Time: 5960.96 ms [2022-01-25 21:09:11 main:574] : INFO : Epoch 1639 | loss: 0.0310209 | val_loss: 0.0312743 | Time: 6069.19 ms [2022-01-25 21:09:17 main:574] : INFO : Epoch 1640 | loss: 0.0310301 | val_loss: 0.0312545 | Time: 6450.88 ms [2022-01-25 21:09:23 main:574] : INFO : Epoch 1641 | loss: 0.031022 | val_loss: 0.0312858 | Time: 6045.11 ms [2022-01-25 21:09:30 main:574] : INFO : Epoch 1642 | loss: 0.031012 | val_loss: 0.0312541 | Time: 6405.42 ms [2022-01-25 21:09:36 main:574] : INFO : Epoch 1643 | loss: 0.0310168 | val_loss: 0.0313058 | Time: 6003.68 ms [2022-01-25 21:09:42 main:574] : INFO : Epoch 1644 | loss: 0.0310168 | val_loss: 0.0312603 | Time: 6326.36 ms [2022-01-25 21:09:48 main:574] : INFO : Epoch 1645 | loss: 0.0310286 | val_loss: 0.0312531 | Time: 6122.3 ms [2022-01-25 21:09:54 main:574] : INFO : Epoch 1646 | loss: 0.0310189 | val_loss: 0.031277 | Time: 5549.75 ms [2022-01-25 21:10:00 main:574] : INFO : Epoch 1647 | loss: 0.0310138 | val_loss: 0.0312719 | Time: 5852.43 ms [2022-01-25 21:10:06 main:574] : INFO : Epoch 1648 | loss: 0.0310079 | val_loss: 0.0313071 | Time: 6207.55 ms [2022-01-25 21:10:13 main:574] : INFO : Epoch 1649 | loss: 0.0310159 | val_loss: 0.0312641 | Time: 6701.03 ms [2022-01-25 21:10:19 main:574] : INFO : Epoch 1650 | loss: 0.031027 | val_loss: 0.0312747 | Time: 6255.7 ms [2022-01-25 21:10:25 main:574] : INFO : Epoch 1651 | loss: 0.0310267 | val_loss: 0.031253 | Time: 6396.91 ms [2022-01-25 21:10:31 main:574] : INFO : Epoch 1652 | loss: 0.0310203 | val_loss: 0.0312704 | Time: 6108.74 ms [2022-01-25 21:10:38 main:574] : INFO : Epoch 1653 | loss: 0.0310183 | val_loss: 0.0312729 | Time: 6536.76 ms [2022-01-25 21:10:44 main:574] : INFO : Epoch 1654 | loss: 0.0310205 | val_loss: 0.0313002 | Time: 5859.92 ms [2022-01-25 21:10:49 main:574] : INFO : Epoch 1655 | loss: 0.0310126 | val_loss: 0.0312718 | Time: 5687.36 ms [2022-01-25 21:10:55 main:574] : INFO : Epoch 1656 | loss: 0.0310127 | val_loss: 0.031299 | Time: 6016.05 ms [2022-01-25 21:11:01 main:574] : INFO : Epoch 1657 | loss: 0.0310152 | val_loss: 0.0312742 | Time: 5659.83 ms [2022-01-25 21:11:07 main:574] : INFO : Epoch 1658 | loss: 0.0310196 | val_loss: 0.0312879 | Time: 5784.35 ms [2022-01-25 21:11:13 main:574] : INFO : Epoch 1659 | loss: 0.0310219 | val_loss: 0.0312648 | Time: 6123.18 ms [2022-01-25 21:11:19 main:574] : INFO : Epoch 1660 | loss: 0.0310117 | val_loss: 0.0312705 | Time: 6201.32 ms [2022-01-25 21:11:25 main:574] : INFO : Epoch 1661 | loss: 0.0310171 | val_loss: 0.0313032 | Time: 5625.38 ms [2022-01-25 21:11:31 main:574] : INFO : Epoch 1662 | loss: 0.0310217 | val_loss: 0.0312835 | Time: 6024.73 ms [2022-01-25 21:11:37 main:574] : INFO : Epoch 1663 | loss: 0.0310225 | val_loss: 0.0312689 | Time: 6011.41 ms [2022-01-25 21:11:43 main:574] : INFO : Epoch 1664 | loss: 0.0310192 | val_loss: 0.0312576 | Time: 6146.48 ms [2022-01-25 21:11:50 main:574] : INFO : Epoch 1665 | loss: 0.0310133 | val_loss: 0.0312863 | Time: 6450.18 ms [2022-01-25 21:11:56 main:574] : INFO : Epoch 1666 | loss: 0.0310151 | val_loss: 0.0312749 | Time: 6184.03 ms [2022-01-25 21:12:02 main:574] : INFO : Epoch 1667 | loss: 0.0310157 | val_loss: 0.0312718 | Time: 5828.77 ms [2022-01-25 21:12:07 main:574] : INFO : Epoch 1668 | loss: 0.0310198 | val_loss: 0.0312744 | Time: 5579.46 ms [2022-01-25 21:12:13 main:574] : INFO : Epoch 1669 | loss: 0.0310196 | val_loss: 0.031299 | Time: 6251.35 ms [2022-01-25 21:12:20 main:574] : INFO : Epoch 1670 | loss: 0.0310119 | val_loss: 0.0312997 | Time: 6185.44 ms [2022-01-25 21:12:26 main:574] : INFO : Epoch 1671 | loss: 0.031028 | val_loss: 0.0312859 | Time: 6018.9 ms [2022-01-25 21:12:31 main:574] : INFO : Epoch 1672 | loss: 0.0310226 | val_loss: 0.0312668 | Time: 5765.33 ms [2022-01-25 21:12:37 main:574] : INFO : Epoch 1673 | loss: 0.0310172 | val_loss: 0.0312951 | Time: 6116.02 ms [2022-01-25 21:12:44 main:574] : INFO : Epoch 1674 | loss: 0.0310302 | val_loss: 0.0312915 | Time: 6417.1 ms [2022-01-25 21:12:50 main:574] : INFO : Epoch 1675 | loss: 0.0310217 | val_loss: 0.0312616 | Time: 5722.52 ms [2022-01-25 21:12:56 main:574] : INFO : Epoch 1676 | loss: 0.0310209 | val_loss: 0.0312921 | Time: 5903.5 ms [2022-01-25 21:13:01 main:574] : INFO : Epoch 1677 | loss: 0.0310274 | val_loss: 0.0312829 | Time: 5817.8 ms [2022-01-25 21:13:07 main:574] : INFO : Epoch 1678 | loss: 0.0310218 | val_loss: 0.0312865 | Time: 6049.71 ms [2022-01-25 21:13:13 main:574] : INFO : Epoch 1679 | loss: 0.0310165 | val_loss: 0.0312875 | Time: 5905.52 ms [2022-01-25 21:13:19 main:574] : INFO : Epoch 1680 | loss: 0.0310198 | val_loss: 0.0312631 | Time: 5899.76 ms [2022-01-25 21:13:26 main:574] : INFO : Epoch 1681 | loss: 0.0310172 | val_loss: 0.0312753 | Time: 6346.83 ms [2022-01-25 21:13:32 main:574] : INFO : Epoch 1682 | loss: 0.0310088 | val_loss: 0.0312996 | Time: 5945.44 ms [2022-01-25 21:13:38 main:574] : INFO : Epoch 1683 | loss: 0.0310156 | val_loss: 0.0312752 | Time: 6083.89 ms [2022-01-25 21:13:44 main:574] : INFO : Epoch 1684 | loss: 0.0310178 | val_loss: 0.0312781 | Time: 5935.96 ms [2022-01-25 21:13:50 main:574] : INFO : Epoch 1685 | loss: 0.0310209 | val_loss: 0.0312847 | Time: 6024.75 ms [2022-01-25 21:13:56 main:574] : INFO : Epoch 1686 | loss: 0.0310247 | val_loss: 0.0312999 | Time: 6387.49 ms [2022-01-25 21:14:02 main:574] : INFO : Epoch 1687 | loss: 0.0310132 | val_loss: 0.031278 | Time: 6112.24 ms [2022-01-25 21:14:08 main:574] : INFO : Epoch 1688 | loss: 0.0310175 | val_loss: 0.0312709 | Time: 5838.68 ms [2022-01-25 21:14:14 main:574] : INFO : Epoch 1689 | loss: 0.0310148 | val_loss: 0.031296 | Time: 6001.44 ms [2022-01-25 21:14:20 main:574] : INFO : Epoch 1690 | loss: 0.0310218 | val_loss: 0.0312733 | Time: 6320.69 ms [2022-01-25 21:14:26 main:574] : INFO : Epoch 1691 | loss: 0.031018 | val_loss: 0.0312939 | Time: 6160.5 ms [2022-01-25 21:14:33 main:574] : INFO : Epoch 1692 | loss: 0.0310158 | val_loss: 0.0312734 | Time: 6050.21 ms [2022-01-25 21:14:38 main:574] : INFO : Epoch 1693 | loss: 0.0310185 | val_loss: 0.031292 | Time: 5675.02 ms [2022-01-25 21:14:44 main:574] : INFO : Epoch 1694 | loss: 0.0310199 | val_loss: 0.0313137 | Time: 5560.15 ms [2022-01-25 21:14:50 main:574] : INFO : Epoch 1695 | loss: 0.0310127 | val_loss: 0.0312764 | Time: 5921.34 ms [2022-01-25 21:14:56 main:574] : INFO : Epoch 1696 | loss: 0.0310137 | val_loss: 0.0313031 | Time: 6032.35 ms [2022-01-25 21:15:02 main:574] : INFO : Epoch 1697 | loss: 0.0310237 | val_loss: 0.031274 | Time: 6241.3 ms [2022-01-25 21:15:08 main:574] : INFO : Epoch 1698 | loss: 0.0310191 | val_loss: 0.0312992 | Time: 5855.91 ms [2022-01-25 21:15:14 main:574] : INFO : Epoch 1699 | loss: 0.0310153 | val_loss: 0.0312905 | Time: 6182.36 ms [2022-01-25 21:15:30 main:574] : INFO : Epoch 1700 | loss: 0.0310255 | val_loss: 0.0312831 | Time: 15827.4 ms [2022-01-25 21:15:36 main:574] : INFO : Epoch 1701 | loss: 0.0310276 | val_loss: 0.031282 | Time: 6037.67 ms [2022-01-25 21:15:42 main:574] : INFO : Epoch 1702 | loss: 0.0310274 | val_loss: 0.0312811 | Time: 6016.56 ms [2022-01-25 21:15:48 main:574] : INFO : Epoch 1703 | loss: 0.0310164 | val_loss: 0.0312896 | Time: 5811.94 ms [2022-01-25 21:15:54 main:574] : INFO : Epoch 1704 | loss: 0.0310165 | val_loss: 0.031265 | Time: 6012.87 ms [2022-01-25 21:16:00 main:574] : INFO : Epoch 1705 | loss: 0.0310216 | val_loss: 0.0312878 | Time: 6170.6 ms [2022-01-25 21:16:06 main:574] : INFO : Epoch 1706 | loss: 0.0310193 | val_loss: 0.0312968 | Time: 5892.45 ms [2022-01-25 21:16:12 main:574] : INFO : Epoch 1707 | loss: 0.0310193 | val_loss: 0.031279 | Time: 5797.82 ms [2022-01-25 21:16:18 main:574] : INFO : Epoch 1708 | loss: 0.0310185 | val_loss: 0.0312775 | Time: 6305.05 ms [2022-01-25 21:16:24 main:574] : INFO : Epoch 1709 | loss: 0.0310166 | val_loss: 0.0312656 | Time: 5779.25 ms [2022-01-25 21:16:30 main:574] : INFO : Epoch 1710 | loss: 0.0310238 | val_loss: 0.0312719 | Time: 6105.17 ms [2022-01-25 21:16:36 main:574] : INFO : Epoch 1711 | loss: 0.0310154 | val_loss: 0.0312871 | Time: 6059.17 ms [2022-01-25 21:16:42 main:574] : INFO : Epoch 1712 | loss: 0.0310119 | val_loss: 0.0312693 | Time: 6285.85 ms [2022-01-25 21:16:48 main:574] : INFO : Epoch 1713 | loss: 0.0310232 | val_loss: 0.0312749 | Time: 5832.8 ms [2022-01-25 21:16:54 main:574] : INFO : Epoch 1714 | loss: 0.0310179 | val_loss: 0.031288 | Time: 6215.64 ms [2022-01-25 21:17:00 main:574] : INFO : Epoch 1715 | loss: 0.0310147 | val_loss: 0.0312617 | Time: 5987.25 ms [2022-01-25 21:17:06 main:574] : INFO : Epoch 1716 | loss: 0.0310238 | val_loss: 0.0312619 | Time: 6190.91 ms [2022-01-25 21:17:13 main:574] : INFO : Epoch 1717 | loss: 0.0310354 | val_loss: 0.0312679 | Time: 6268.27 ms [2022-01-25 21:17:19 main:574] : INFO : Epoch 1718 | loss: 0.0310181 | val_loss: 0.0312955 | Time: 6151.34 ms [2022-01-25 21:17:25 main:574] : INFO : Epoch 1719 | loss: 0.0310127 | val_loss: 0.0312947 | Time: 6049.4 ms [2022-01-25 21:17:31 main:574] : INFO : Epoch 1720 | loss: 0.0310102 | val_loss: 0.0312981 | Time: 6162.24 ms [2022-01-25 21:17:37 main:574] : INFO : Epoch 1721 | loss: 0.0310172 | val_loss: 0.031278 | Time: 6004.09 ms [2022-01-25 21:17:43 main:574] : INFO : Epoch 1722 | loss: 0.0310152 | val_loss: 0.0312998 | Time: 6383.78 ms [2022-01-25 21:17:50 main:574] : INFO : Epoch 1723 | loss: 0.0310183 | val_loss: 0.0312552 | Time: 6116.43 ms [2022-01-25 21:17:55 main:574] : INFO : Epoch 1724 | loss: 0.0310188 | val_loss: 0.0312781 | Time: 5794.8 ms [2022-01-25 21:18:02 main:574] : INFO : Epoch 1725 | loss: 0.0310385 | val_loss: 0.0312659 | Time: 6303.96 ms [2022-01-25 21:18:08 main:574] : INFO : Epoch 1726 | loss: 0.0310312 | val_loss: 0.0312755 | Time: 5911.07 ms [2022-01-25 21:18:14 main:574] : INFO : Epoch 1727 | loss: 0.0310193 | val_loss: 0.0312861 | Time: 6050.88 ms [2022-01-25 21:18:20 main:574] : INFO : Epoch 1728 | loss: 0.0310181 | val_loss: 0.0312786 | Time: 6336.54 ms [2022-01-25 21:18:26 main:574] : INFO : Epoch 1729 | loss: 0.0310293 | val_loss: 0.0312809 | Time: 5793.74 ms [2022-01-25 21:18:32 main:574] : INFO : Epoch 1730 | loss: 0.0310332 | val_loss: 0.0312709 | Time: 6569.94 ms [2022-01-25 21:18:39 main:574] : INFO : Epoch 1731 | loss: 0.0310172 | val_loss: 0.03127 | Time: 6166.34 ms [2022-01-25 21:18:45 main:574] : INFO : Epoch 1732 | loss: 0.0310227 | val_loss: 0.0312979 | Time: 5942.61 ms [2022-01-25 21:18:50 main:574] : INFO : Epoch 1733 | loss: 0.0310274 | val_loss: 0.031254 | Time: 5876.53 ms [2022-01-25 21:18:57 main:574] : INFO : Epoch 1734 | loss: 0.0310157 | val_loss: 0.0312762 | Time: 6617.51 ms [2022-01-25 21:19:04 main:574] : INFO : Epoch 1735 | loss: 0.0310102 | val_loss: 0.0312767 | Time: 6468.25 ms [2022-01-25 21:19:09 main:574] : INFO : Epoch 1736 | loss: 0.0310138 | val_loss: 0.0312872 | Time: 5991.21 ms [2022-01-25 21:19:16 main:574] : INFO : Epoch 1737 | loss: 0.0310135 | val_loss: 0.0312951 | Time: 6183.85 ms [2022-01-25 21:19:22 main:574] : INFO : Epoch 1738 | loss: 0.0310153 | val_loss: 0.0312899 | Time: 5911.05 ms [2022-01-25 21:19:28 main:574] : INFO : Epoch 1739 | loss: 0.0310229 | val_loss: 0.0312704 | Time: 6206.61 ms [2022-01-25 21:19:34 main:574] : INFO : Epoch 1740 | loss: 0.0310198 | val_loss: 0.0312939 | Time: 6052.59 ms [2022-01-25 21:19:40 main:574] : INFO : Epoch 1741 | loss: 0.0310135 | val_loss: 0.0312829 | Time: 5788.48 ms [2022-01-25 21:19:46 main:574] : INFO : Epoch 1742 | loss: 0.0310224 | val_loss: 0.0312889 | Time: 6192.67 ms [2022-01-25 21:19:52 main:574] : INFO : Epoch 1743 | loss: 0.0310182 | val_loss: 0.031312 | Time: 5824.66 ms [2022-01-25 21:19:58 main:574] : INFO : Epoch 1744 | loss: 0.0310122 | val_loss: 0.0312876 | Time: 5910.27 ms [2022-01-25 21:20:03 main:574] : INFO : Epoch 1745 | loss: 0.0310194 | val_loss: 0.0312691 | Time: 5473.66 ms [2022-01-25 21:20:09 main:574] : INFO : Epoch 1746 | loss: 0.0310158 | val_loss: 0.0312913 | Time: 5889.21 ms [2022-01-25 21:20:15 main:574] : INFO : Epoch 1747 | loss: 0.031015 | val_loss: 0.0312765 | Time: 6104.38 ms [2022-01-25 21:20:22 main:574] : INFO : Epoch 1748 | loss: 0.0310176 | val_loss: 0.031305 | Time: 6444.77 ms [2022-01-25 21:20:28 main:574] : INFO : Epoch 1749 | loss: 0.0310283 | val_loss: 0.0312735 | Time: 6381.77 ms [2022-01-25 21:20:34 main:574] : INFO : Epoch 1750 | loss: 0.0310183 | val_loss: 0.0312821 | Time: 6052.74 ms [2022-01-25 21:20:40 main:574] : INFO : Epoch 1751 | loss: 0.031018 | val_loss: 0.0313207 | Time: 6291.74 ms [2022-01-25 21:20:47 main:574] : INFO : Epoch 1752 | loss: 0.0310179 | val_loss: 0.0312805 | Time: 6385.04 ms [2022-01-25 21:20:53 main:574] : INFO : Epoch 1753 | loss: 0.0310216 | val_loss: 0.0312962 | Time: 6298.75 ms [2022-01-25 21:20:59 main:574] : INFO : Epoch 1754 | loss: 0.0310124 | val_loss: 0.031282 | Time: 6205.32 ms [2022-01-25 21:21:05 main:574] : INFO : Epoch 1755 | loss: 0.0310148 | val_loss: 0.0312964 | Time: 5358.46 ms [2022-01-25 21:21:10 main:574] : INFO : Epoch 1756 | loss: 0.0310201 | val_loss: 0.0312899 | Time: 5791.67 ms [2022-01-25 21:21:16 main:574] : INFO : Epoch 1757 | loss: 0.0310199 | val_loss: 0.0312902 | Time: 5948.4 ms [2022-01-25 21:21:22 main:574] : INFO : Epoch 1758 | loss: 0.0310249 | val_loss: 0.0312654 | Time: 5466.5 ms [2022-01-25 21:21:27 main:574] : INFO : Epoch 1759 | loss: 0.0310251 | val_loss: 0.0312697 | Time: 5649.13 ms [2022-01-25 21:21:33 main:574] : INFO : Epoch 1760 | loss: 0.0310113 | val_loss: 0.0312836 | Time: 5888.37 ms [2022-01-25 21:21:39 main:574] : INFO : Epoch 1761 | loss: 0.0310142 | val_loss: 0.0312817 | Time: 5870.21 ms [2022-01-25 21:21:45 main:574] : INFO : Epoch 1762 | loss: 0.0310143 | val_loss: 0.0312983 | Time: 5791.81 ms [2022-01-25 21:21:51 main:574] : INFO : Epoch 1763 | loss: 0.0310099 | val_loss: 0.0312783 | Time: 5633.68 ms [2022-01-25 21:21:57 main:574] : INFO : Epoch 1764 | loss: 0.0310118 | val_loss: 0.0312757 | Time: 5897.93 ms [2022-01-25 21:22:03 main:574] : INFO : Epoch 1765 | loss: 0.0310174 | val_loss: 0.0312983 | Time: 6138.73 ms [2022-01-25 21:22:08 main:574] : INFO : Epoch 1766 | loss: 0.0310208 | val_loss: 0.0312733 | Time: 5514.02 ms [2022-01-25 21:22:14 main:574] : INFO : Epoch 1767 | loss: 0.031026 | val_loss: 0.0312568 | Time: 6118.98 ms [2022-01-25 21:22:20 main:574] : INFO : Epoch 1768 | loss: 0.0310326 | val_loss: 0.0312843 | Time: 6001.9 ms [2022-01-25 21:22:26 main:574] : INFO : Epoch 1769 | loss: 0.0310212 | val_loss: 0.0312822 | Time: 6015.32 ms [2022-01-25 21:22:32 main:574] : INFO : Epoch 1770 | loss: 0.0310181 | val_loss: 0.031283 | Time: 5741.15 ms [2022-01-25 21:22:38 main:574] : INFO : Epoch 1771 | loss: 0.0310134 | val_loss: 0.0312679 | Time: 5685.14 ms [2022-01-25 21:22:55 main:574] : INFO : Epoch 1772 | loss: 0.0310101 | val_loss: 0.0312839 | Time: 16976.7 ms [2022-01-25 21:23:00 main:574] : INFO : Epoch 1773 | loss: 0.0310138 | val_loss: 0.0312952 | Time: 5701.14 ms [2022-01-25 21:23:06 main:574] : INFO : Epoch 1774 | loss: 0.0310156 | val_loss: 0.0312824 | Time: 5967.46 ms [2022-01-25 21:23:12 main:574] : INFO : Epoch 1775 | loss: 0.0310229 | val_loss: 0.0312699 | Time: 5905.97 ms [2022-01-25 21:23:18 main:574] : INFO : Epoch 1776 | loss: 0.0310167 | val_loss: 0.0312711 | Time: 5749.03 ms [2022-01-25 21:23:34 main:574] : INFO : Epoch 1777 | loss: 0.0310147 | val_loss: 0.0312909 | Time: 15862.1 ms [2022-01-25 21:23:39 main:574] : INFO : Epoch 1778 | loss: 0.0310187 | val_loss: 0.0312846 | Time: 5477.07 ms [2022-01-25 21:23:46 main:574] : INFO : Epoch 1779 | loss: 0.031015 | val_loss: 0.0312781 | Time: 6212.25 ms [2022-01-25 21:23:51 main:574] : INFO : Epoch 1780 | loss: 0.0310178 | val_loss: 0.0312838 | Time: 5785.46 ms [2022-01-25 21:23:57 main:574] : INFO : Epoch 1781 | loss: 0.0310181 | val_loss: 0.0312768 | Time: 5636.86 ms [2022-01-25 21:24:03 main:574] : INFO : Epoch 1782 | loss: 0.0310153 | val_loss: 0.0313018 | Time: 5984.17 ms [2022-01-25 21:24:09 main:574] : INFO : Epoch 1783 | loss: 0.0310198 | val_loss: 0.031284 | Time: 5794.66 ms [2022-01-25 21:24:15 main:574] : INFO : Epoch 1784 | loss: 0.0310226 | val_loss: 0.0312521 | Time: 5709 ms [2022-01-25 21:24:20 main:574] : INFO : Epoch 1785 | loss: 0.0310187 | val_loss: 0.0312759 | Time: 5683.62 ms [2022-01-25 21:24:26 main:574] : INFO : Epoch 1786 | loss: 0.0310145 | val_loss: 0.0312962 | Time: 5776.28 ms [2022-01-25 21:24:32 main:574] : INFO : Epoch 1787 | loss: 0.0310205 | val_loss: 0.0312605 | Time: 5882.94 ms [2022-01-25 21:24:38 main:574] : INFO : Epoch 1788 | loss: 0.0310187 | val_loss: 0.0312966 | Time: 5830.97 ms [2022-01-25 21:24:54 main:574] : INFO : Epoch 1789 | loss: 0.0310166 | val_loss: 0.0312802 | Time: 15865.2 ms [2022-01-25 21:25:00 main:574] : INFO : Epoch 1790 | loss: 0.0310188 | val_loss: 0.0312972 | Time: 6039.41 ms [2022-01-25 21:25:05 main:574] : INFO : Epoch 1791 | loss: 0.0310109 | val_loss: 0.0312837 | Time: 5759.35 ms [2022-01-25 21:25:11 main:574] : INFO : Epoch 1792 | loss: 0.031007 | val_loss: 0.0313099 | Time: 5759.93 ms [2022-01-25 21:25:17 main:574] : INFO : Epoch 1793 | loss: 0.0310108 | val_loss: 0.0312908 | Time: 5476.85 ms [2022-01-25 21:25:32 main:574] : INFO : Epoch 1794 | loss: 0.031014 | val_loss: 0.0312821 | Time: 15552.7 ms [2022-01-25 21:25:38 main:574] : INFO : Epoch 1795 | loss: 0.0310169 | val_loss: 0.0313217 | Time: 5938.45 ms [2022-01-25 21:25:44 main:574] : INFO : Epoch 1796 | loss: 0.0310187 | val_loss: 0.0312649 | Time: 5571.23 ms [2022-01-25 21:25:49 main:574] : INFO : Epoch 1797 | loss: 0.0310209 | val_loss: 0.0312812 | Time: 5609.46 ms [2022-01-25 21:25:55 main:574] : INFO : Epoch 1798 | loss: 0.031019 | val_loss: 0.0313034 | Time: 5822.47 ms [2022-01-25 21:26:01 main:574] : INFO : Epoch 1799 | loss: 0.0310207 | val_loss: 0.0312677 | Time: 5990.64 ms [2022-01-25 21:26:07 main:574] : INFO : Epoch 1800 | loss: 0.031018 | val_loss: 0.0312795 | Time: 5853.83 ms [2022-01-25 21:26:13 main:574] : INFO : Epoch 1801 | loss: 0.0310153 | val_loss: 0.0312804 | Time: 5557.2 ms [2022-01-25 21:26:18 main:574] : INFO : Epoch 1802 | loss: 0.0310179 | val_loss: 0.0312739 | Time: 5427.34 ms [2022-01-25 21:26:24 main:574] : INFO : Epoch 1803 | loss: 0.0310182 | val_loss: 0.031285 | Time: 5740.05 ms [2022-01-25 21:26:30 main:574] : INFO : Epoch 1804 | loss: 0.0310187 | val_loss: 0.0312845 | Time: 5998.26 ms [2022-01-25 21:26:36 main:574] : INFO : Epoch 1805 | loss: 0.0310192 | val_loss: 0.0312584 | Time: 5977.73 ms [2022-01-25 21:26:42 main:574] : INFO : Epoch 1806 | loss: 0.0310189 | val_loss: 0.0312681 | Time: 5657.73 ms [2022-01-25 21:26:47 main:574] : INFO : Epoch 1807 | loss: 0.0310163 | val_loss: 0.0312812 | Time: 5784.66 ms [2022-01-25 21:26:53 main:574] : INFO : Epoch 1808 | loss: 0.0310253 | val_loss: 0.0313197 | Time: 5780.13 ms [2022-01-25 21:26:59 main:574] : INFO : Epoch 1809 | loss: 0.0310313 | val_loss: 0.031311 | Time: 6009.01 ms [2022-01-25 21:27:05 main:574] : INFO : Epoch 1810 | loss: 0.0310188 | val_loss: 0.0312887 | Time: 6297.95 ms [2022-01-25 21:27:11 main:574] : INFO : Epoch 1811 | loss: 0.0310128 | val_loss: 0.0312679 | Time: 5818.89 ms [2022-01-25 21:27:17 main:574] : INFO : Epoch 1812 | loss: 0.0310171 | val_loss: 0.0312692 | Time: 5609.76 ms [2022-01-25 21:27:22 main:574] : INFO : Epoch 1813 | loss: 0.0310241 | val_loss: 0.0312734 | Time: 5460.22 ms [2022-01-25 21:27:28 main:574] : INFO : Epoch 1814 | loss: 0.0310185 | val_loss: 0.0312997 | Time: 5630.96 ms [2022-01-25 21:27:34 main:574] : INFO : Epoch 1815 | loss: 0.0310199 | val_loss: 0.0312885 | Time: 5813.68 ms [2022-01-25 21:27:40 main:574] : INFO : Epoch 1816 | loss: 0.0310139 | val_loss: 0.031295 | Time: 5946.82 ms [2022-01-25 21:27:46 main:574] : INFO : Epoch 1817 | loss: 0.0310131 | val_loss: 0.0312756 | Time: 5897.85 ms [2022-01-25 21:27:51 main:574] : INFO : Epoch 1818 | loss: 0.0310153 | val_loss: 0.0313062 | Time: 5755.95 ms [2022-01-25 21:27:57 main:574] : INFO : Epoch 1819 | loss: 0.0310187 | val_loss: 0.0312766 | Time: 5693.11 ms [2022-01-25 21:28:03 main:574] : INFO : Epoch 1820 | loss: 0.031024 | val_loss: 0.0312755 | Time: 5986.18 ms [2022-01-25 21:28:09 main:574] : INFO : Epoch 1821 | loss: 0.0310245 | val_loss: 0.0312866 | Time: 5546.44 ms [2022-01-25 21:28:14 main:574] : INFO : Epoch 1822 | loss: 0.0310154 | val_loss: 0.0312926 | Time: 5801.1 ms [2022-01-25 21:28:20 main:574] : INFO : Epoch 1823 | loss: 0.0310181 | val_loss: 0.0312681 | Time: 5983.23 ms [2022-01-25 21:28:26 main:574] : INFO : Epoch 1824 | loss: 0.0310183 | val_loss: 0.0312979 | Time: 5776.36 ms [2022-01-25 21:28:32 main:574] : INFO : Epoch 1825 | loss: 0.0310149 | val_loss: 0.0312847 | Time: 5657.96 ms [2022-01-25 21:28:38 main:574] : INFO : Epoch 1826 | loss: 0.0310084 | val_loss: 0.0312645 | Time: 5887.81 ms [2022-01-25 21:28:44 main:574] : INFO : Epoch 1827 | loss: 0.0310108 | val_loss: 0.0312977 | Time: 5844.19 ms [2022-01-25 21:28:49 main:574] : INFO : Epoch 1828 | loss: 0.0310125 | val_loss: 0.0312751 | Time: 5879.04 ms [2022-01-25 21:28:55 main:574] : INFO : Epoch 1829 | loss: 0.0310194 | val_loss: 0.0312919 | Time: 5722 ms [2022-01-25 21:29:01 main:574] : INFO : Epoch 1830 | loss: 0.0310164 | val_loss: 0.0312788 | Time: 5772.54 ms [2022-01-25 21:29:07 main:574] : INFO : Epoch 1831 | loss: 0.0310209 | val_loss: 0.0312956 | Time: 5668.44 ms [2022-01-25 21:29:13 main:574] : INFO : Epoch 1832 | loss: 0.0310147 | val_loss: 0.0312961 | Time: 5873.03 ms [2022-01-25 21:29:18 main:574] : INFO : Epoch 1833 | loss: 0.0310149 | val_loss: 0.0312577 | Time: 5455.95 ms [2022-01-25 21:29:24 main:574] : INFO : Epoch 1834 | loss: 0.0310375 | val_loss: 0.0312952 | Time: 5766.44 ms [2022-01-25 21:29:29 main:574] : INFO : Epoch 1835 | loss: 0.0310271 | val_loss: 0.0312576 | Time: 5672.65 ms [2022-01-25 21:29:35 main:574] : INFO : Epoch 1836 | loss: 0.0310179 | val_loss: 0.0312917 | Time: 5641.55 ms [2022-01-25 21:29:42 main:574] : INFO : Epoch 1837 | loss: 0.0310199 | val_loss: 0.0312702 | Time: 6470.33 ms [2022-01-25 21:29:48 main:574] : INFO : Epoch 1838 | loss: 0.0310159 | val_loss: 0.0312957 | Time: 6467.72 ms [2022-01-25 21:29:54 main:574] : INFO : Epoch 1839 | loss: 0.0310131 | val_loss: 0.0312729 | Time: 6332.03 ms [2022-01-25 21:30:01 main:574] : INFO : Epoch 1840 | loss: 0.0310126 | val_loss: 0.0312978 | Time: 6222.28 ms [2022-01-25 21:30:07 main:574] : INFO : Epoch 1841 | loss: 0.031013 | val_loss: 0.0313079 | Time: 6039.69 ms [2022-01-25 21:30:12 main:574] : INFO : Epoch 1842 | loss: 0.0310089 | val_loss: 0.0312811 | Time: 5496.13 ms [2022-01-25 21:30:18 main:574] : INFO : Epoch 1843 | loss: 0.0310177 | val_loss: 0.0312807 | Time: 5637.85 ms [2022-01-25 21:30:23 main:574] : INFO : Epoch 1844 | loss: 0.0310135 | val_loss: 0.031269 | Time: 5470.61 ms [2022-01-25 21:30:29 main:574] : INFO : Epoch 1845 | loss: 0.0310194 | val_loss: 0.0312619 | Time: 5720.15 ms [2022-01-25 21:30:35 main:574] : INFO : Epoch 1846 | loss: 0.031022 | val_loss: 0.0312872 | Time: 6072.12 ms [2022-01-25 21:30:51 main:574] : INFO : Epoch 1847 | loss: 0.0310212 | val_loss: 0.0312614 | Time: 15801.2 ms [2022-01-25 21:30:57 main:574] : INFO : Epoch 1848 | loss: 0.0310208 | val_loss: 0.0312948 | Time: 5858.6 ms [2022-01-25 21:31:02 main:574] : INFO : Epoch 1849 | loss: 0.0310174 | val_loss: 0.0312784 | Time: 5680.75 ms [2022-01-25 21:31:08 main:574] : INFO : Epoch 1850 | loss: 0.0310127 | val_loss: 0.0312808 | Time: 5769.51 ms [2022-01-25 21:31:14 main:574] : INFO : Epoch 1851 | loss: 0.0310221 | val_loss: 0.0312678 | Time: 6156.49 ms [2022-01-25 21:31:21 main:574] : INFO : Epoch 1852 | loss: 0.0310258 | val_loss: 0.0313091 | Time: 6400.26 ms [2022-01-25 21:31:27 main:574] : INFO : Epoch 1853 | loss: 0.0310121 | val_loss: 0.0312818 | Time: 6484.39 ms [2022-01-25 21:31:33 main:574] : INFO : Epoch 1854 | loss: 0.0310184 | val_loss: 0.0312628 | Time: 6174.7 ms [2022-01-25 21:31:39 main:574] : INFO : Epoch 1855 | loss: 0.0310361 | val_loss: 0.0312772 | Time: 6003.65 ms [2022-01-25 21:31:45 main:574] : INFO : Epoch 1856 | loss: 0.0310242 | val_loss: 0.0312751 | Time: 5636.54 ms [2022-01-25 21:31:51 main:574] : INFO : Epoch 1857 | loss: 0.0310152 | val_loss: 0.0312825 | Time: 5780.21 ms [2022-01-25 21:31:57 main:574] : INFO : Epoch 1858 | loss: 0.0310139 | val_loss: 0.0312929 | Time: 6063.55 ms [2022-01-25 21:32:03 main:574] : INFO : Epoch 1859 | loss: 0.0310121 | val_loss: 0.0312883 | Time: 5964.26 ms [2022-01-25 21:32:08 main:574] : INFO : Epoch 1860 | loss: 0.0310106 | val_loss: 0.031326 | Time: 5321.29 ms [2022-01-25 21:32:14 main:574] : INFO : Epoch 1861 | loss: 0.0310168 | val_loss: 0.0312776 | Time: 5845.16 ms [2022-01-25 21:32:20 main:574] : INFO : Epoch 1862 | loss: 0.0310117 | val_loss: 0.0312906 | Time: 5726.77 ms [2022-01-25 21:32:26 main:574] : INFO : Epoch 1863 | loss: 0.0310117 | val_loss: 0.0313138 | Time: 5885.89 ms [2022-01-25 21:32:32 main:574] : INFO : Epoch 1864 | loss: 0.0310155 | val_loss: 0.031277 | Time: 6075.6 ms [2022-01-25 21:32:38 main:574] : INFO : Epoch 1865 | loss: 0.0310156 | val_loss: 0.0312842 | Time: 5729.88 ms [2022-01-25 21:32:44 main:574] : INFO : Epoch 1866 | loss: 0.0310173 | val_loss: 0.0312789 | Time: 6268.34 ms [2022-01-25 21:32:50 main:574] : INFO : Epoch 1867 | loss: 0.031019 | val_loss: 0.0312739 | Time: 5937.04 ms [2022-01-25 21:33:06 main:574] : INFO : Epoch 1868 | loss: 0.031018 | val_loss: 0.0312606 | Time: 15910.7 ms [2022-01-25 21:33:11 main:574] : INFO : Epoch 1869 | loss: 0.0310163 | val_loss: 0.0312867 | Time: 5724.82 ms [2022-01-25 21:33:17 main:574] : INFO : Epoch 1870 | loss: 0.0310144 | val_loss: 0.0312918 | Time: 5711.91 ms [2022-01-25 21:33:23 main:574] : INFO : Epoch 1871 | loss: 0.0310167 | val_loss: 0.0312948 | Time: 5837.09 ms [2022-01-25 21:33:29 main:574] : INFO : Epoch 1872 | loss: 0.0310204 | val_loss: 0.0312851 | Time: 5706.05 ms [2022-01-25 21:33:35 main:574] : INFO : Epoch 1873 | loss: 0.0310204 | val_loss: 0.0313008 | Time: 5815.33 ms [2022-01-25 21:33:40 main:574] : INFO : Epoch 1874 | loss: 0.0310207 | val_loss: 0.0312725 | Time: 5886.51 ms [2022-01-25 21:33:46 main:574] : INFO : Epoch 1875 | loss: 0.0310193 | val_loss: 0.0312708 | Time: 5919.66 ms [2022-01-25 21:33:52 main:574] : INFO : Epoch 1876 | loss: 0.0310279 | val_loss: 0.0312723 | Time: 5887.1 ms [2022-01-25 21:33:58 main:574] : INFO : Epoch 1877 | loss: 0.0310213 | val_loss: 0.0312729 | Time: 5528.31 ms [2022-01-25 21:34:03 main:574] : INFO : Epoch 1878 | loss: 0.0310181 | val_loss: 0.0313072 | Time: 5656.09 ms [2022-01-25 21:34:09 main:574] : INFO : Epoch 1879 | loss: 0.0310189 | val_loss: 0.0312779 | Time: 5464.48 ms [2022-01-25 21:34:15 main:574] : INFO : Epoch 1880 | loss: 0.0310217 | val_loss: 0.0312854 | Time: 5973.65 ms [2022-01-25 21:34:20 main:574] : INFO : Epoch 1881 | loss: 0.0310198 | val_loss: 0.0312807 | Time: 5553.71 ms [2022-01-25 21:34:26 main:574] : INFO : Epoch 1882 | loss: 0.031021 | val_loss: 0.0312793 | Time: 5946.41 ms [2022-01-25 21:34:32 main:574] : INFO : Epoch 1883 | loss: 0.0310144 | val_loss: 0.0312834 | Time: 5776.17 ms [2022-01-25 21:34:38 main:574] : INFO : Epoch 1884 | loss: 0.0310194 | val_loss: 0.0312507 | Time: 6104.7 ms [2022-01-25 21:34:44 main:574] : INFO : Epoch 1885 | loss: 0.0310209 | val_loss: 0.0312958 | Time: 5819.05 ms [2022-01-25 21:34:50 main:574] : INFO : Epoch 1886 | loss: 0.0310346 | val_loss: 0.0312637 | Time: 5811.51 ms [2022-01-25 21:34:56 main:574] : INFO : Epoch 1887 | loss: 0.0310312 | val_loss: 0.0313135 | Time: 5633.48 ms [2022-01-25 21:35:01 main:574] : INFO : Epoch 1888 | loss: 0.0310184 | val_loss: 0.0312929 | Time: 5911.41 ms [2022-01-25 21:35:07 main:574] : INFO : Epoch 1889 | loss: 0.0310099 | val_loss: 0.0312954 | Time: 5891.92 ms [2022-01-25 21:35:12 main:574] : INFO : Epoch 1890 | loss: 0.0310172 | val_loss: 0.0312839 | Time: 4897.05 ms [2022-01-25 21:35:18 main:574] : INFO : Epoch 1891 | loss: 0.0310157 | val_loss: 0.0312608 | Time: 5324.74 ms [2022-01-25 21:35:24 main:574] : INFO : Epoch 1892 | loss: 0.0310145 | val_loss: 0.0312798 | Time: 5984.54 ms [2022-01-25 21:35:34 main:574] : INFO : Epoch 1893 | loss: 0.0310131 | val_loss: 0.0312734 | Time: 10009.3 ms [2022-01-25 21:35:46 main:574] : INFO : Epoch 1894 | loss: 0.0310153 | val_loss: 0.0312608 | Time: 12086.9 ms [2022-01-25 21:35:58 main:574] : INFO : Epoch 1895 | loss: 0.0310235 | val_loss: 0.0312738 | Time: 12041.5 ms [2022-01-25 21:36:10 main:574] : INFO : Epoch 1896 | loss: 0.0310137 | val_loss: 0.0312796 | Time: 12214.6 ms [2022-01-25 21:36:22 main:574] : INFO : Epoch 1897 | loss: 0.0310114 | val_loss: 0.0313044 | Time: 11829.5 ms [2022-01-25 21:36:34 main:574] : INFO : Epoch 1898 | loss: 0.031019 | val_loss: 0.0312871 | Time: 12020 ms [2022-01-25 21:36:45 main:574] : INFO : Epoch 1899 | loss: 0.0310147 | val_loss: 0.0312825 | Time: 11638.6 ms [2022-01-25 21:37:08 main:574] : INFO : Epoch 1900 | loss: 0.0310112 | val_loss: 0.0312893 | Time: 22069.3 ms [2022-01-25 21:37:20 main:574] : INFO : Epoch 1901 | loss: 0.0310257 | val_loss: 0.0312904 | Time: 12410.5 ms [2022-01-25 21:37:32 main:574] : INFO : Epoch 1902 | loss: 0.0310247 | val_loss: 0.0312653 | Time: 11956.2 ms [2022-01-25 21:37:44 main:574] : INFO : Epoch 1903 | loss: 0.0310323 | val_loss: 0.0312593 | Time: 11696.8 ms [2022-01-25 21:37:56 main:574] : INFO : Epoch 1904 | loss: 0.0310256 | val_loss: 0.0312744 | Time: 12240 ms [2022-01-25 21:38:09 main:574] : INFO : Epoch 1905 | loss: 0.0310179 | val_loss: 0.0313027 | Time: 12695.5 ms [2022-01-25 21:38:21 main:574] : INFO : Epoch 1906 | loss: 0.0310341 | val_loss: 0.0312726 | Time: 12110.3 ms [2022-01-25 21:38:33 main:574] : INFO : Epoch 1907 | loss: 0.0310266 | val_loss: 0.0312695 | Time: 11971.4 ms [2022-01-25 21:38:44 main:574] : INFO : Epoch 1908 | loss: 0.0310208 | val_loss: 0.0313073 | Time: 11577.1 ms [2022-01-25 21:38:56 main:574] : INFO : Epoch 1909 | loss: 0.0310199 | val_loss: 0.031269 | Time: 11425.4 ms [2022-01-25 21:39:18 main:574] : INFO : Epoch 1910 | loss: 0.0310111 | val_loss: 0.0312892 | Time: 21875.1 ms [2022-01-25 21:39:30 main:574] : INFO : Epoch 1911 | loss: 0.0310196 | val_loss: 0.0312873 | Time: 12037.6 ms [2022-01-25 21:39:42 main:574] : INFO : Epoch 1912 | loss: 0.0310146 | val_loss: 0.0312895 | Time: 12068.9 ms [2022-01-25 21:39:54 main:574] : INFO : Epoch 1913 | loss: 0.0310144 | val_loss: 0.031277 | Time: 12199 ms [2022-01-25 21:40:06 main:574] : INFO : Epoch 1914 | loss: 0.0310143 | val_loss: 0.0312795 | Time: 12357.4 ms [2022-01-25 21:40:18 main:574] : INFO : Epoch 1915 | loss: 0.0310131 | val_loss: 0.0312981 | Time: 12158.9 ms [2022-01-25 21:40:32 main:574] : INFO : Epoch 1916 | loss: 0.0310181 | val_loss: 0.0312591 | Time: 13291.5 ms [2022-01-25 21:40:45 main:574] : INFO : Epoch 1917 | loss: 0.0310264 | val_loss: 0.0312653 | Time: 13457.2 ms [2022-01-25 21:40:58 main:574] : INFO : Epoch 1918 | loss: 0.03103 | val_loss: 0.0312576 | Time: 12688.3 ms [2022-01-25 21:41:10 main:574] : INFO : Epoch 1919 | loss: 0.0310141 | val_loss: 0.0312855 | Time: 12357.9 ms [2022-01-25 21:41:23 main:574] : INFO : Epoch 1920 | loss: 0.0310145 | val_loss: 0.0312861 | Time: 12473.9 ms [2022-01-25 21:41:46 main:574] : INFO : Epoch 1921 | loss: 0.0310145 | val_loss: 0.031293 | Time: 22766.8 ms [2022-01-25 21:41:59 main:574] : INFO : Epoch 1922 | loss: 0.0310174 | val_loss: 0.0312863 | Time: 13606.8 ms [2022-01-25 21:42:13 main:574] : INFO : Epoch 1923 | loss: 0.0310175 | val_loss: 0.0312802 | Time: 13788 ms [2022-01-25 21:42:27 main:574] : INFO : Epoch 1924 | loss: 0.0310139 | val_loss: 0.0313024 | Time: 13553.4 ms [2022-01-25 21:42:50 main:574] : INFO : Epoch 1925 | loss: 0.0310219 | val_loss: 0.0312448 | Time: 23743.6 ms [2022-01-25 21:43:04 main:574] : INFO : Epoch 1926 | loss: 0.0310357 | val_loss: 0.0312699 | Time: 13748.6 ms [2022-01-25 21:43:18 main:574] : INFO : Epoch 1927 | loss: 0.0310234 | val_loss: 0.0312593 | Time: 13704.3 ms [2022-01-25 21:43:31 main:574] : INFO : Epoch 1928 | loss: 0.0310262 | val_loss: 0.0312708 | Time: 13434.4 ms [2022-01-25 21:43:45 main:574] : INFO : Epoch 1929 | loss: 0.0310215 | val_loss: 0.0312798 | Time: 13798.2 ms [2022-01-25 21:43:59 main:574] : INFO : Epoch 1930 | loss: 0.0310199 | val_loss: 0.0312662 | Time: 13536.8 ms [2022-01-25 21:44:13 main:574] : INFO : Epoch 1931 | loss: 0.0310317 | val_loss: 0.0312773 | Time: 14072.9 ms [2022-01-25 21:44:26 main:574] : INFO : Epoch 1932 | loss: 0.0310254 | val_loss: 0.0313021 | Time: 13099 ms [2022-01-25 21:44:39 main:574] : INFO : Epoch 1933 | loss: 0.0310248 | val_loss: 0.0312705 | Time: 13405.6 ms [2022-01-25 21:44:53 main:574] : INFO : Epoch 1934 | loss: 0.031019 | val_loss: 0.0312589 | Time: 14100.1 ms [2022-01-25 21:45:07 main:574] : INFO : Epoch 1935 | loss: 0.0310186 | val_loss: 0.0312704 | Time: 13824.4 ms [2022-01-25 21:45:21 main:574] : INFO : Epoch 1936 | loss: 0.0310242 | val_loss: 0.0312904 | Time: 14284.5 ms [2022-01-25 21:45:35 main:574] : INFO : Epoch 1937 | loss: 0.0310215 | val_loss: 0.0312635 | Time: 13782.8 ms [2022-01-25 21:45:49 main:574] : INFO : Epoch 1938 | loss: 0.0310142 | val_loss: 0.0312941 | Time: 13482.5 ms [2022-01-25 21:46:03 main:574] : INFO : Epoch 1939 | loss: 0.03101 | val_loss: 0.0312705 | Time: 14156.6 ms [2022-01-25 21:46:16 main:574] : INFO : Epoch 1940 | loss: 0.0310175 | val_loss: 0.0312763 | Time: 13370.2 ms [2022-01-25 21:46:30 main:574] : INFO : Epoch 1941 | loss: 0.0310174 | val_loss: 0.0312861 | Time: 13699.3 ms [2022-01-25 21:46:53 main:574] : INFO : Epoch 1942 | loss: 0.0310197 | val_loss: 0.0312938 | Time: 23382.3 ms [2022-01-25 21:47:07 main:574] : INFO : Epoch 1943 | loss: 0.0310143 | val_loss: 0.0312602 | Time: 13350.7 ms [2022-01-25 21:47:21 main:574] : INFO : Epoch 1944 | loss: 0.0310178 | val_loss: 0.0312834 | Time: 13823.9 ms [2022-01-25 21:47:34 main:574] : INFO : Epoch 1945 | loss: 0.0310254 | val_loss: 0.0312895 | Time: 13678.3 ms [2022-01-25 21:47:58 main:574] : INFO : Epoch 1946 | loss: 0.0310197 | val_loss: 0.0312875 | Time: 23521.3 ms [2022-01-25 21:48:11 main:574] : INFO : Epoch 1947 | loss: 0.0310106 | val_loss: 0.0312982 | Time: 13380.4 ms [2022-01-25 21:48:24 main:574] : INFO : Epoch 1948 | loss: 0.0310203 | val_loss: 0.0312662 | Time: 13155.4 ms [2022-01-25 21:48:38 main:574] : INFO : Epoch 1949 | loss: 0.0310221 | val_loss: 0.0312915 | Time: 13610.7 ms [2022-01-25 21:48:52 main:574] : INFO : Epoch 1950 | loss: 0.0310137 | val_loss: 0.031294 | Time: 14026.8 ms [2022-01-25 21:49:06 main:574] : INFO : Epoch 1951 | loss: 0.0310235 | val_loss: 0.0313056 | Time: 14315.5 ms [2022-01-25 21:49:20 main:574] : INFO : Epoch 1952 | loss: 0.0310209 | val_loss: 0.0312844 | Time: 13861.6 ms [2022-01-25 21:49:34 main:574] : INFO : Epoch 1953 | loss: 0.0310237 | val_loss: 0.0312793 | Time: 14091.8 ms [2022-01-25 21:49:58 main:574] : INFO : Epoch 1954 | loss: 0.031014 | val_loss: 0.0312926 | Time: 23817.4 ms [2022-01-25 21:50:12 main:574] : INFO : Epoch 1955 | loss: 0.031019 | val_loss: 0.0312768 | Time: 13814.4 ms [2022-01-25 21:50:26 main:574] : INFO : Epoch 1956 | loss: 0.0310241 | val_loss: 0.0312689 | Time: 13713 ms [2022-01-25 21:50:40 main:574] : INFO : Epoch 1957 | loss: 0.0310232 | val_loss: 0.0313061 | Time: 13834.5 ms [2022-01-25 21:51:03 main:574] : INFO : Epoch 1958 | loss: 0.0310239 | val_loss: 0.0312859 | Time: 23330.1 ms [2022-01-25 21:51:17 main:574] : INFO : Epoch 1959 | loss: 0.0310125 | val_loss: 0.0312803 | Time: 13610.2 ms [2022-01-25 21:51:30 main:574] : INFO : Epoch 1960 | loss: 0.0310138 | val_loss: 0.0312784 | Time: 13819.9 ms [2022-01-25 21:51:43 main:574] : INFO : Epoch 1961 | loss: 0.0310084 | val_loss: 0.0313107 | Time: 12935.1 ms [2022-01-25 21:51:55 main:574] : INFO : Epoch 1962 | loss: 0.0310212 | val_loss: 0.0312928 | Time: 11614.8 ms [2022-01-25 21:52:07 main:574] : INFO : Epoch 1963 | loss: 0.0310311 | val_loss: 0.0312839 | Time: 11754.8 ms [2022-01-25 21:52:19 main:574] : INFO : Epoch 1964 | loss: 0.0310219 | val_loss: 0.0312968 | Time: 11890.6 ms [2022-01-25 21:52:31 main:574] : INFO : Epoch 1965 | loss: 0.031018 | val_loss: 0.0312724 | Time: 12479.2 ms [2022-01-25 21:52:53 main:574] : INFO : Epoch 1966 | loss: 0.0310249 | val_loss: 0.0312847 | Time: 22046.7 ms [2022-01-25 21:53:16 main:574] : INFO : Epoch 1967 | loss: 0.031018 | val_loss: 0.0312744 | Time: 23208.7 ms [2022-01-25 21:53:30 main:574] : INFO : Epoch 1968 | loss: 0.0310076 | val_loss: 0.0312859 | Time: 13222.7 ms [2022-01-25 21:53:53 main:574] : INFO : Epoch 1969 | loss: 0.0310106 | val_loss: 0.0312859 | Time: 23235.6 ms [2022-01-25 21:54:07 main:574] : INFO : Epoch 1970 | loss: 0.0310149 | val_loss: 0.0312898 | Time: 14012.6 ms [2022-01-25 21:54:21 main:574] : INFO : Epoch 1971 | loss: 0.0310152 | val_loss: 0.0312677 | Time: 13962.6 ms [2022-01-25 21:54:35 main:574] : INFO : Epoch 1972 | loss: 0.031016 | val_loss: 0.0312768 | Time: 14217.7 ms [2022-01-25 21:54:48 main:574] : INFO : Epoch 1973 | loss: 0.03102 | val_loss: 0.0313027 | Time: 13279.2 ms [2022-01-25 21:55:02 main:574] : INFO : Epoch 1974 | loss: 0.0310274 | val_loss: 0.031324 | Time: 13779.3 ms [2022-01-25 21:55:16 main:574] : INFO : Epoch 1975 | loss: 0.0310184 | val_loss: 0.0312935 | Time: 13883.8 ms [2022-01-25 21:55:30 main:574] : INFO : Epoch 1976 | loss: 0.0310173 | val_loss: 0.0312864 | Time: 13895.8 ms [2022-01-25 21:55:43 main:574] : INFO : Epoch 1977 | loss: 0.0310134 | val_loss: 0.0312995 | Time: 13305.6 ms [2022-01-25 21:55:57 main:574] : INFO : Epoch 1978 | loss: 0.031012 | val_loss: 0.0312777 | Time: 13933.1 ms [2022-01-25 21:56:11 main:574] : INFO : Epoch 1979 | loss: 0.0310099 | val_loss: 0.0313025 | Time: 13340.6 ms [2022-01-25 21:56:25 main:574] : INFO : Epoch 1980 | loss: 0.0310238 | val_loss: 0.0312891 | Time: 14114.7 ms [2022-01-25 21:56:39 main:574] : INFO : Epoch 1981 | loss: 0.0310239 | val_loss: 0.0312929 | Time: 13942.3 ms [2022-01-25 21:57:02 main:574] : INFO : Epoch 1982 | loss: 0.0310161 | val_loss: 0.0312656 | Time: 23797.3 ms [2022-01-25 21:57:16 main:574] : INFO : Epoch 1983 | loss: 0.0310129 | val_loss: 0.0312866 | Time: 13515.5 ms [2022-01-25 21:57:30 main:574] : INFO : Epoch 1984 | loss: 0.0310151 | val_loss: 0.031291 | Time: 13797 ms [2022-01-25 21:57:53 main:574] : INFO : Epoch 1985 | loss: 0.0310186 | val_loss: 0.0312712 | Time: 23210.3 ms [2022-01-25 21:58:07 main:574] : INFO : Epoch 1986 | loss: 0.0310165 | val_loss: 0.0312959 | Time: 13719.6 ms [2022-01-25 21:58:20 main:574] : INFO : Epoch 1987 | loss: 0.0310159 | val_loss: 0.0312963 | Time: 13093.2 ms [2022-01-25 21:58:34 main:574] : INFO : Epoch 1988 | loss: 0.0310186 | val_loss: 0.0312843 | Time: 14057.1 ms [2022-01-25 21:58:48 main:574] : INFO : Epoch 1989 | loss: 0.0310172 | val_loss: 0.0312907 | Time: 13850.4 ms [2022-01-25 21:59:02 main:574] : INFO : Epoch 1990 | loss: 0.0310144 | val_loss: 0.0312681 | Time: 13832.1 ms [2022-01-25 21:59:15 main:574] : INFO : Epoch 1991 | loss: 0.0310239 | val_loss: 0.0312855 | Time: 13669 ms [2022-01-25 21:59:29 main:574] : INFO : Epoch 1992 | loss: 0.0310266 | val_loss: 0.0312755 | Time: 13515.9 ms [2022-01-25 21:59:42 main:574] : INFO : Epoch 1993 | loss: 0.031015 | val_loss: 0.0312863 | Time: 13465.2 ms [2022-01-25 21:59:56 main:574] : INFO : Epoch 1994 | loss: 0.0310091 | val_loss: 0.0312993 | Time: 13972.5 ms [2022-01-25 22:00:10 main:574] : INFO : Epoch 1995 | loss: 0.0310084 | val_loss: 0.0312775 | Time: 13461.5 ms [2022-01-25 22:00:23 main:574] : INFO : Epoch 1996 | loss: 0.0310175 | val_loss: 0.0312658 | Time: 13702.5 ms [2022-01-25 22:00:37 main:574] : INFO : Epoch 1997 | loss: 0.031016 | val_loss: 0.0313054 | Time: 13663.5 ms [2022-01-25 22:00:51 main:574] : INFO : Epoch 1998 | loss: 0.0310173 | val_loss: 0.0312749 | Time: 14174.3 ms [2022-01-25 22:01:05 main:574] : INFO : Epoch 1999 | loss: 0.0310081 | val_loss: 0.0312754 | Time: 13666.5 ms [2022-01-25 22:01:19 main:574] : INFO : Epoch 2000 | loss: 0.0310098 | val_loss: 0.0312798 | Time: 13525 ms [2022-01-25 22:01:32 main:574] : INFO : Epoch 2001 | loss: 0.0310162 | val_loss: 0.0312729 | Time: 13489.9 ms [2022-01-25 22:01:46 main:574] : INFO : Epoch 2002 | loss: 0.0310207 | val_loss: 0.0312515 | Time: 13746 ms [2022-01-25 22:02:00 main:574] : INFO : Epoch 2003 | loss: 0.0310282 | val_loss: 0.0312508 | Time: 13833.6 ms [2022-01-25 22:02:13 main:574] : INFO : Epoch 2004 | loss: 0.0310279 | val_loss: 0.0312843 | Time: 13749.3 ms [2022-01-25 22:02:27 main:574] : INFO : Epoch 2005 | loss: 0.0310197 | val_loss: 0.0313035 | Time: 13618.2 ms [2022-01-25 22:02:40 main:574] : INFO : Epoch 2006 | loss: 0.0310233 | val_loss: 0.0312896 | Time: 13191.2 ms [2022-01-25 22:02:53 main:574] : INFO : Epoch 2007 | loss: 0.0310284 | val_loss: 0.0312735 | Time: 12458.2 ms [2022-01-25 22:03:04 main:574] : INFO : Epoch 2008 | loss: 0.0310247 | val_loss: 0.0312881 | Time: 11644 ms [2022-01-25 22:03:17 main:574] : INFO : Epoch 2009 | loss: 0.0310193 | val_loss: 0.0312764 | Time: 12121.9 ms [2022-01-25 22:03:29 main:574] : INFO : Epoch 2010 | loss: 0.0310142 | val_loss: 0.0312862 | Time: 12144.6 ms [2022-01-25 22:03:42 main:574] : INFO : Epoch 2011 | loss: 0.0310243 | val_loss: 0.0312889 | Time: 12942.3 ms [2022-01-25 22:03:55 main:574] : INFO : Epoch 2012 | loss: 0.0310139 | val_loss: 0.0312773 | Time: 13546 ms [2022-01-25 22:04:08 main:574] : INFO : Epoch 2013 | loss: 0.0310116 | val_loss: 0.0312843 | Time: 13086.4 ms [2022-01-25 22:04:22 main:574] : INFO : Epoch 2014 | loss: 0.0310151 | val_loss: 0.0312861 | Time: 14134.9 ms [2022-01-25 22:04:36 main:574] : INFO : Epoch 2015 | loss: 0.0310146 | val_loss: 0.031299 | Time: 13737.7 ms [2022-01-25 22:04:51 main:574] : INFO : Epoch 2016 | loss: 0.0310235 | val_loss: 0.0313021 | Time: 14450.5 ms [2022-01-25 22:05:04 main:574] : INFO : Epoch 2017 | loss: 0.0310163 | val_loss: 0.0312767 | Time: 13453.2 ms [2022-01-25 22:05:18 main:574] : INFO : Epoch 2018 | loss: 0.0310157 | val_loss: 0.0312894 | Time: 13548.7 ms [2022-01-25 22:05:32 main:574] : INFO : Epoch 2019 | loss: 0.0310201 | val_loss: 0.0312789 | Time: 14016.7 ms [2022-01-25 22:05:46 main:574] : INFO : Epoch 2020 | loss: 0.0310237 | val_loss: 0.0312693 | Time: 14309.8 ms [2022-01-25 22:05:59 main:574] : INFO : Epoch 2021 | loss: 0.0310184 | val_loss: 0.0312812 | Time: 13244.3 ms [2022-01-25 22:06:13 main:574] : INFO : Epoch 2022 | loss: 0.0310138 | val_loss: 0.0312924 | Time: 13736 ms [2022-01-25 22:06:26 main:574] : INFO : Epoch 2023 | loss: 0.031016 | val_loss: 0.0312879 | Time: 13353.3 ms [2022-01-25 22:06:41 main:574] : INFO : Epoch 2024 | loss: 0.031011 | val_loss: 0.0312994 | Time: 14431.1 ms [2022-01-25 22:06:55 main:574] : INFO : Epoch 2025 | loss: 0.0310192 | val_loss: 0.0312739 | Time: 13975.3 ms [2022-01-25 22:07:09 main:574] : INFO : Epoch 2026 | loss: 0.0310247 | val_loss: 0.0312689 | Time: 13794.5 ms [2022-01-25 22:07:22 main:574] : INFO : Epoch 2027 | loss: 0.0310239 | val_loss: 0.0312632 | Time: 13857.8 ms [2022-01-25 22:07:37 main:574] : INFO : Epoch 2028 | loss: 0.0310196 | val_loss: 0.0312956 | Time: 14095.9 ms [2022-01-25 22:07:50 main:574] : INFO : Epoch 2029 | loss: 0.0310169 | val_loss: 0.0312807 | Time: 13279.1 ms [2022-01-25 22:08:03 main:574] : INFO : Epoch 2030 | loss: 0.0310097 | val_loss: 0.0312957 | Time: 13419.8 ms [2022-01-25 22:08:18 main:574] : INFO : Epoch 2031 | loss: 0.0310154 | val_loss: 0.0312994 | Time: 14268.7 ms [2022-01-25 22:08:31 main:574] : INFO : Epoch 2032 | loss: 0.031023 | val_loss: 0.0312821 | Time: 13851.3 ms [2022-01-25 22:08:55 main:574] : INFO : Epoch 2033 | loss: 0.0310295 | val_loss: 0.0312583 | Time: 23614.9 ms [2022-01-25 22:09:09 main:574] : INFO : Epoch 2034 | loss: 0.0310254 | val_loss: 0.0312858 | Time: 13766.7 ms [2022-01-25 22:09:22 main:574] : INFO : Epoch 2035 | loss: 0.0310109 | val_loss: 0.0312973 | Time: 12735.3 ms [2022-01-25 22:09:36 main:574] : INFO : Epoch 2036 | loss: 0.031012 | val_loss: 0.0312775 | Time: 14471.2 ms [2022-01-25 22:10:00 main:574] : INFO : Epoch 2037 | loss: 0.03102 | val_loss: 0.0312923 | Time: 23644.7 ms [2022-01-25 22:10:14 main:574] : INFO : Epoch 2038 | loss: 0.0310219 | val_loss: 0.0312621 | Time: 13828.4 ms [2022-01-25 22:10:28 main:574] : INFO : Epoch 2039 | loss: 0.0310182 | val_loss: 0.0312622 | Time: 14027 ms [2022-01-25 22:10:42 main:574] : INFO : Epoch 2040 | loss: 0.0310227 | val_loss: 0.0312713 | Time: 14408.9 ms [2022-01-25 22:10:56 main:574] : INFO : Epoch 2041 | loss: 0.0310248 | val_loss: 0.0312603 | Time: 13736.8 ms [2022-01-25 22:11:09 main:574] : INFO : Epoch 2042 | loss: 0.0310185 | val_loss: 0.0312904 | Time: 13646.3 ms [2022-01-25 22:11:23 main:574] : INFO : Epoch 2043 | loss: 0.0310155 | val_loss: 0.0312706 | Time: 13877.1 ms [2022-01-25 22:11:37 main:574] : INFO : Epoch 2044 | loss: 0.0310182 | val_loss: 0.031303 | Time: 13919.4 ms [2022-01-25 22:11:51 main:574] : INFO : Epoch 2045 | loss: 0.0310143 | val_loss: 0.0312846 | Time: 13794.7 ms [2022-01-25 22:12:05 main:574] : INFO : Epoch 2046 | loss: 0.0310117 | val_loss: 0.0313003 | Time: 13557.7 ms [2022-01-25 22:12:18 main:574] : INFO : Epoch 2047 | loss: 0.0310126 | val_loss: 0.0312704 | Time: 13390.8 ms [2022-01-25 22:12:32 main:574] : INFO : Epoch 2048 | loss: 0.0310139 | val_loss: 0.0312931 | Time: 13996.1 ms [2022-01-25 22:12:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312931 [2022-01-25 22:12:32 main:603] : INFO : Saving end state to config to file [2022-01-25 22:12:32 main:608] : INFO : Success, exiting.. 22:12:32 (21568): 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)