Task 13963488
| Name | ParityModified-1647041945-5806-2-0_0 |
| Workunit | 11036328 |
| Created | 29 Mar 2022, 6:28:59 UTC |
| Sent | 2 Apr 2022, 5:50:27 UTC |
| Report deadline | 10 Apr 2022, 5:50:27 UTC |
| Received | 2 Apr 2022, 14:42:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 5 hours 55 min 17 sec |
| CPU time | 1 hours 0 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 11142.5 ms [2022-04-02 05:30:31 main:574] : INFO : Epoch 1542 | loss: 0.0311172 | val_loss: 0.0312084 | Time: 15192.3 ms [2022-04-02 05:30:46 main:574] : INFO : Epoch 1543 | loss: 0.0311147 | val_loss: 0.0312189 | Time: 13139.5 ms [2022-04-02 05:31:01 main:574] : INFO : Epoch 1544 | loss: 0.0311163 | val_loss: 0.0312001 | Time: 14413.6 ms [2022-04-02 05:31:20 main:574] : INFO : Epoch 1545 | loss: 0.0311162 | val_loss: 0.0312174 | Time: 15959.9 ms [2022-04-02 05:31:36 main:574] : INFO : Epoch 1546 | loss: 0.0311142 | val_loss: 0.0311984 | Time: 14311.4 ms [2022-04-02 05:31:54 main:574] : INFO : Epoch 1547 | loss: 0.0311154 | val_loss: 0.0312131 | Time: 15948.3 ms [2022-04-02 05:32:11 main:574] : INFO : Epoch 1548 | loss: 0.0311128 | val_loss: 0.0312075 | Time: 10745.7 ms [2022-04-02 05:32:27 main:574] : INFO : Epoch 1549 | loss: 0.0311133 | val_loss: 0.0312049 | Time: 14911 ms [2022-04-02 05:32:44 main:574] : INFO : Epoch 1550 | loss: 0.0311108 | val_loss: 0.0312055 | Time: 12778.2 ms [2022-04-02 05:33:05 main:574] : INFO : Epoch 1551 | loss: 0.0311115 | val_loss: 0.0312136 | Time: 17520.3 ms [2022-04-02 05:33:19 main:574] : INFO : Epoch 1552 | loss: 0.0311119 | val_loss: 0.0312091 | Time: 13346.9 ms [2022-04-02 05:33:36 main:574] : INFO : Epoch 1553 | loss: 0.0311098 | val_loss: 0.0312149 | Time: 14964.4 ms [2022-04-02 05:34:02 main:574] : INFO : Epoch 1554 | loss: 0.0311304 | val_loss: 0.031198 | Time: 23063.4 ms [2022-04-02 05:34:14 main:574] : INFO : Epoch 1555 | loss: 0.0311252 | val_loss: 0.031202 | Time: 11295.1 ms [2022-04-02 05:34:31 main:574] : INFO : Epoch 1556 | loss: 0.0311253 | val_loss: 0.0311952 | Time: 15742.9 ms [2022-04-02 05:34:47 main:574] : INFO : Epoch 1557 | loss: 0.0311248 | val_loss: 0.0311886 | Time: 13100.2 ms [2022-04-02 05:35:00 main:574] : INFO : Epoch 1558 | loss: 0.0311335 | val_loss: 0.0311809 | Time: 13324.5 ms [2022-04-02 05:35:13 main:574] : INFO : Epoch 1559 | loss: 0.0311304 | val_loss: 0.0311758 | Time: 11631.7 ms [2022-04-02 05:35:36 main:574] : INFO : Epoch 1560 | loss: 0.031124 | val_loss: 0.0311846 | Time: 19173.9 ms [2022-04-02 05:35:48 main:574] : INFO : Epoch 1561 | loss: 0.0311202 | val_loss: 0.031195 | Time: 9706.19 ms [2022-04-02 05:36:03 main:574] : INFO : Epoch 1562 | loss: 0.0311186 | val_loss: 0.0311856 | Time: 12215.7 ms [2022-04-02 05:36:22 main:574] : INFO : Epoch 1563 | loss: 0.0311287 | val_loss: 0.0311716 | Time: 15991.4 ms [2022-04-02 05:36:39 main:574] : INFO : Epoch 1564 | loss: 0.0311306 | val_loss: 0.0311786 | Time: 11744.1 ms [2022-04-02 05:36:55 main:574] : INFO : Epoch 1565 | loss: 0.0311296 | val_loss: 0.0311822 | Time: 13275.7 ms [2022-04-02 05:37:10 main:574] : INFO : Epoch 1566 | loss: 0.0311461 | val_loss: 0.0311782 | Time: 14220.1 ms [2022-04-02 05:37:29 main:574] : INFO : Epoch 1567 | loss: 0.0311438 | val_loss: 0.0311777 | Time: 15269.9 ms [2022-04-02 05:37:47 main:574] : INFO : Epoch 1568 | loss: 0.0311381 | val_loss: 0.0311773 | Time: 12364.1 ms [2022-04-02 05:37:58 main:574] : INFO : Epoch 1569 | loss: 0.0311341 | val_loss: 0.0311919 | Time: 9366.85 ms [2022-04-02 05:38:11 main:574] : INFO : Epoch 1570 | loss: 0.0311311 | val_loss: 0.0311859 | Time: 11132 ms [2022-04-02 05:38:27 main:574] : INFO : Epoch 1571 | loss: 0.0311245 | val_loss: 0.0311848 | Time: 14438.1 ms [2022-04-02 05:38:40 main:574] : INFO : Epoch 1572 | loss: 0.0311211 | val_loss: 0.0311887 | Time: 12343.4 ms [2022-04-02 05:38:58 main:574] : INFO : Epoch 1573 | loss: 0.0311217 | val_loss: 0.0311958 | Time: 14237.1 ms [2022-04-02 05:39:13 main:574] : INFO : Epoch 1574 | loss: 0.0311197 | val_loss: 0.031189 | Time: 13007.5 ms [2022-04-02 05:39:31 main:574] : INFO : Epoch 1575 | loss: 0.0311178 | val_loss: 0.0311912 | Time: 16307.9 ms [2022-04-02 05:39:44 main:574] : INFO : Epoch 1576 | loss: 0.0311157 | val_loss: 0.0311928 | Time: 12750.1 ms [2022-04-02 05:40:00 main:574] : INFO : Epoch 1577 | loss: 0.0311153 | val_loss: 0.0311903 | Time: 13943.9 ms [2022-04-02 05:40:14 main:574] : INFO : Epoch 1578 | loss: 0.031122 | val_loss: 0.031194 | Time: 13108.8 ms [2022-04-02 05:40:28 main:574] : INFO : Epoch 1579 | loss: 0.031121 | val_loss: 0.0311843 | Time: 10672.2 ms [2022-04-02 05:40:44 main:574] : INFO : Epoch 1580 | loss: 0.031122 | val_loss: 0.0311868 | Time: 13630.7 ms [2022-04-02 05:40:57 main:574] : INFO : Epoch 1581 | loss: 0.0311178 | val_loss: 0.0311837 | Time: 10936.3 ms [2022-04-02 05:41:13 main:574] : INFO : Epoch 1582 | loss: 0.0311184 | val_loss: 0.0311944 | Time: 12915.3 ms [2022-04-02 05:41:28 main:574] : INFO : Epoch 1583 | loss: 0.0311233 | val_loss: 0.0311975 | Time: 12218.9 ms [2022-04-02 05:41:43 main:574] : INFO : Epoch 1584 | loss: 0.0311209 | val_loss: 0.031189 | Time: 12926.6 ms [2022-04-02 05:42:00 main:574] : INFO : Epoch 1585 | loss: 0.0311366 | val_loss: 0.0311929 | Time: 13994.9 ms [2022-04-02 05:42:16 main:574] : INFO : Epoch 1586 | loss: 0.0311779 | val_loss: 0.0311887 | Time: 12408.5 ms [2022-04-02 05:42:25 main:574] : INFO : Epoch 1587 | loss: 0.0311738 | val_loss: 0.0311874 | Time: 7843 ms [2022-04-02 05:42:47 main:574] : INFO : Epoch 1588 | loss: 0.031169 | val_loss: 0.0311843 | Time: 18929.5 ms [2022-04-02 05:43:01 main:574] : INFO : Epoch 1589 | loss: 0.031166 | val_loss: 0.0311807 | Time: 11556.4 ms [2022-04-02 05:43:20 main:574] : INFO : Epoch 1590 | loss: 0.0311625 | val_loss: 0.0311794 | Time: 18167 ms [2022-04-02 05:43:31 main:574] : INFO : Epoch 1591 | loss: 0.0311578 | val_loss: 0.0311798 | Time: 7935.89 ms [2022-04-02 05:43:45 main:574] : INFO : Epoch 1592 | loss: 0.0311551 | val_loss: 0.0311799 | Time: 11645.4 ms [2022-04-02 05:44:06 main:574] : INFO : Epoch 1593 | loss: 0.0311546 | val_loss: 0.031179 | Time: 18246 ms [2022-04-02 05:44:18 main:574] : INFO : Epoch 1594 | loss: 0.0311548 | val_loss: 0.0311786 | Time: 11173.9 ms [2022-04-02 05:44:35 main:574] : INFO : Epoch 1595 | loss: 0.0311518 | val_loss: 0.0311782 | Time: 12659.5 ms [2022-04-02 05:44:53 main:574] : INFO : Epoch 1596 | loss: 0.0311491 | val_loss: 0.0311781 | Time: 15820.6 ms [2022-04-02 05:45:14 main:574] : INFO : Epoch 1597 | loss: 0.0311468 | val_loss: 0.031179 | Time: 16570.9 ms [2022-04-02 05:45:28 main:574] : INFO : Epoch 1598 | loss: 0.0311445 | val_loss: 0.0311789 | Time: 12887.9 ms [2022-04-02 05:45:47 main:574] : INFO : Epoch 1599 | loss: 0.0311431 | val_loss: 0.0311782 | Time: 16190.5 ms [2022-04-02 05:45:59 main:574] : INFO : Epoch 1600 | loss: 0.0311406 | val_loss: 0.0311852 | Time: 9446.8 ms [2022-04-02 05:46:14 main:574] : INFO : Epoch 1601 | loss: 0.0311402 | val_loss: 0.031183 | Time: 13186.7 ms [2022-04-02 05:46:28 main:574] : INFO : Epoch 1602 | loss: 0.0311406 | val_loss: 0.0311786 | Time: 12732.8 ms [2022-04-02 05:46:46 main:574] : INFO : Epoch 1603 | loss: 0.0311405 | val_loss: 0.0311886 | Time: 16402.2 ms [2022-04-02 05:47:00 main:574] : INFO : Epoch 1604 | loss: 0.0311385 | val_loss: 0.0311808 | Time: 11672.9 ms [2022-04-02 05:47:15 main:574] : INFO : Epoch 1605 | loss: 0.0311361 | val_loss: 0.0311839 | Time: 13020.7 ms [2022-04-02 05:47:32 main:574] : INFO : Epoch 1606 | loss: 0.0311358 | val_loss: 0.0311879 | Time: 14401.8 ms [2022-04-02 05:47:54 main:574] : INFO : Epoch 1607 | loss: 0.0311364 | val_loss: 0.0311829 | Time: 19221.9 ms [2022-04-02 05:48:14 main:574] : INFO : Epoch 1608 | loss: 0.0311374 | val_loss: 0.0311834 | Time: 18326 ms [2022-04-02 05:48:30 main:574] : INFO : Epoch 1609 | loss: 0.0311333 | val_loss: 0.0311848 | Time: 14512.9 ms [2022-04-02 05:48:50 main:574] : INFO : Epoch 1610 | loss: 0.0311336 | val_loss: 0.0311854 | Time: 14646.8 ms [2022-04-02 05:49:08 main:574] : INFO : Epoch 1611 | loss: 0.0311315 | val_loss: 0.0311833 | Time: 14290 ms [2022-04-02 05:49:25 main:574] : INFO : Epoch 1612 | loss: 0.0311322 | val_loss: 0.0311801 | Time: 16569 ms [2022-04-02 05:49:38 main:574] : INFO : Epoch 1613 | loss: 0.0311318 | val_loss: 0.031183 | Time: 9451.09 ms [2022-04-02 05:49:52 main:574] : INFO : Epoch 1614 | loss: 0.0311295 | val_loss: 0.03118 | Time: 11087.9 ms [2022-04-02 05:50:07 main:574] : INFO : Epoch 1615 | loss: 0.0311291 | val_loss: 0.0311849 | Time: 12279.8 ms [2022-04-02 05:50:35 main:574] : INFO : Epoch 1616 | loss: 0.0311308 | val_loss: 0.0311848 | Time: 23239.2 ms [2022-04-02 05:50:50 main:574] : INFO : Epoch 1617 | loss: 0.0311306 | val_loss: 0.0311842 | Time: 10802.9 ms [2022-04-02 05:51:03 main:574] : INFO : Epoch 1618 | loss: 0.0311272 | val_loss: 0.0311846 | Time: 10725.7 ms [2022-04-02 05:51:15 main:574] : INFO : Epoch 1619 | loss: 0.0311263 | val_loss: 0.0311835 | Time: 10265 ms [2022-04-02 05:51:38 main:574] : INFO : Epoch 1620 | loss: 0.0311272 | val_loss: 0.0311852 | Time: 19661 ms [2022-04-02 05:52:00 main:574] : INFO : Epoch 1621 | loss: 0.0311245 | val_loss: 0.0311796 | Time: 18772.3 ms [2022-04-02 05:52:16 main:574] : INFO : Epoch 1622 | loss: 0.0311252 | val_loss: 0.031183 | Time: 10997.7 ms [2022-04-02 05:52:27 main:574] : INFO : Epoch 1623 | loss: 0.0311292 | val_loss: 0.0311793 | Time: 8105.2 ms [2022-04-02 05:52:37 main:574] : INFO : Epoch 1624 | loss: 0.0311295 | val_loss: 0.0311802 | Time: 6912.76 ms [2022-04-02 05:52:53 main:574] : INFO : Epoch 1625 | loss: 0.0311294 | val_loss: 0.0311856 | Time: 10383.5 ms [2022-04-02 05:53:06 main:574] : INFO : Epoch 1626 | loss: 0.0311245 | val_loss: 0.031184 | Time: 12280.9 ms [2022-04-02 05:53:19 main:574] : INFO : Epoch 1627 | loss: 0.0311222 | val_loss: 0.0311855 | Time: 11067.6 ms [2022-04-02 05:53:37 main:574] : INFO : Epoch 1628 | loss: 0.0311218 | val_loss: 0.0311834 | Time: 13648.6 ms [2022-04-02 05:53:48 main:574] : INFO : Epoch 1629 | loss: 0.0311193 | val_loss: 0.0311896 | Time: 9421.18 ms [2022-04-02 05:54:07 main:574] : INFO : Epoch 1630 | loss: 0.0311227 | val_loss: 0.0311931 | Time: 11237 ms [2022-04-02 05:54:25 main:574] : INFO : Epoch 1631 | loss: 0.0311265 | val_loss: 0.0311902 | Time: 15455.2 ms [2022-04-02 05:54:43 main:574] : INFO : Epoch 1632 | loss: 0.0311228 | val_loss: 0.0311999 | Time: 16855.4 ms [2022-04-02 05:54:58 main:574] : INFO : Epoch 1633 | loss: 0.0311213 | val_loss: 0.0311826 | Time: 13592 ms [2022-04-02 05:55:13 main:574] : INFO : Epoch 1634 | loss: 0.0311174 | val_loss: 0.0311917 | Time: 9899.18 ms [2022-04-02 05:55:27 main:574] : INFO : Epoch 1635 | loss: 0.0311166 | val_loss: 0.0311974 | Time: 13887.3 ms [2022-04-02 05:55:39 main:574] : INFO : Epoch 1636 | loss: 0.0311173 | val_loss: 0.0311838 | Time: 9151.92 ms [2022-04-02 05:55:51 main:574] : INFO : Epoch 1637 | loss: 0.0311162 | val_loss: 0.0311937 | Time: 8713.18 ms [2022-04-02 05:56:13 main:574] : INFO : Epoch 1638 | loss: 0.031116 | val_loss: 0.03119 | Time: 18623.7 ms [2022-04-02 05:56:23 main:574] : INFO : Epoch 1639 | loss: 0.0311146 | val_loss: 0.0311955 | Time: 9118.48 ms [2022-04-02 05:56:37 main:574] : INFO : Epoch 1640 | loss: 0.0311142 | val_loss: 0.0311834 | Time: 11980.4 ms [2022-04-02 05:56:55 main:574] : INFO : Epoch 1641 | loss: 0.0311154 | val_loss: 0.0311899 | Time: 15214.9 ms [2022-04-02 05:57:15 main:574] : INFO : Epoch 1642 | loss: 0.0311174 | val_loss: 0.0311932 | Time: 15214.8 ms [2022-04-02 05:57:29 main:574] : INFO : Epoch 1643 | loss: 0.0311192 | val_loss: 0.0311925 | Time: 13181.2 ms [2022-04-02 05:57:45 main:574] : INFO : Epoch 1644 | loss: 0.0311212 | val_loss: 0.031186 | Time: 14367.4 ms [2022-04-02 05:57:59 main:574] : INFO : Epoch 1645 | loss: 0.0311225 | val_loss: 0.0311896 | Time: 12905.4 ms [2022-04-02 05:58:11 main:574] : INFO : Epoch 1646 | loss: 0.0311191 | val_loss: 0.0311928 | Time: 9865.56 ms [2022-04-02 05:58:33 main:574] : INFO : Epoch 1647 | loss: 0.0311164 | val_loss: 0.0312028 | Time: 19492.5 ms [2022-04-02 05:58:49 main:574] : INFO : Epoch 1648 | loss: 0.0311192 | val_loss: 0.0311884 | Time: 14315.2 ms [2022-04-02 05:59:06 main:574] : INFO : Epoch 1649 | loss: 0.0311167 | val_loss: 0.0311903 | Time: 13524.2 ms [2022-04-02 05:59:18 main:574] : INFO : Epoch 1650 | loss: 0.0311161 | val_loss: 0.0312039 | Time: 10465.5 ms [2022-04-02 05:59:34 main:574] : INFO : Epoch 1651 | loss: 0.0311149 | val_loss: 0.0311892 | Time: 15259.3 ms [2022-04-02 05:59:37 main:574] : INFO : Epoch 1652 | loss: 0.0311137 | val_loss: 0.0311963 | Time: 3090.35 ms [2022-04-02 05:59:48 main:574] : INFO : Epoch 1653 | loss: 0.031114 | val_loss: 0.0311845 | Time: 11173.1 ms [2022-04-02 05:59:58 main:574] : INFO : Epoch 1654 | loss: 0.0311192 | val_loss: 0.0311985 | Time: 9545.04 ms [2022-04-02 06:00:10 main:574] : INFO : Epoch 1655 | loss: 0.0311161 | val_loss: 0.0311967 | Time: 11539.7 ms [2022-04-02 06:00:23 main:574] : INFO : Epoch 1656 | loss: 0.0311166 | val_loss: 0.031189 | Time: 11882.5 ms [2022-04-02 06:00:33 main:574] : INFO : Epoch 1657 | loss: 0.0311162 | val_loss: 0.0311889 | Time: 8162.45 ms [2022-04-02 06:00:50 main:574] : INFO : Epoch 1658 | loss: 0.031114 | val_loss: 0.0311997 | Time: 15587.5 ms [2022-04-02 06:01:00 main:574] : INFO : Epoch 1659 | loss: 0.0311103 | val_loss: 0.0311864 | Time: 9246.24 ms [2022-04-02 06:01:10 main:574] : INFO : Epoch 1660 | loss: 0.0311096 | val_loss: 0.0311985 | Time: 8054.16 ms [2022-04-02 06:01:24 main:574] : INFO : Epoch 1661 | loss: 0.0311081 | val_loss: 0.0311944 | Time: 11763.3 ms [2022-04-02 06:01:41 main:574] : INFO : Epoch 1662 | loss: 0.0311125 | val_loss: 0.031192 | Time: 16564.4 ms [2022-04-02 06:01:52 main:574] : INFO : Epoch 1663 | loss: 0.0311111 | val_loss: 0.0311967 | Time: 7084.77 ms [2022-04-02 06:02:07 main:574] : INFO : Epoch 1664 | loss: 0.0311119 | val_loss: 0.0311893 | Time: 13125.2 ms [2022-04-02 06:02:23 main:574] : INFO : Epoch 1665 | loss: 0.0311091 | val_loss: 0.0311907 | Time: 13268.9 ms [2022-04-02 06:02:40 main:574] : INFO : Epoch 1666 | loss: 0.0311123 | val_loss: 0.0311805 | Time: 15475.9 ms [2022-04-02 06:02:52 main:574] : INFO : Epoch 1667 | loss: 0.0311129 | val_loss: 0.0311867 | Time: 10190.6 ms [2022-04-02 06:03:09 main:574] : INFO : Epoch 1668 | loss: 0.0311129 | val_loss: 0.0311888 | Time: 12697.6 ms [2022-04-02 06:03:26 main:574] : INFO : Epoch 1669 | loss: 0.0311111 | val_loss: 0.031192 | Time: 13222.5 ms [2022-04-02 06:03:41 main:574] : INFO : Epoch 1670 | loss: 0.0311085 | val_loss: 0.0311945 | Time: 13369.3 ms [2022-04-02 06:03:54 main:574] : INFO : Epoch 1671 | loss: 0.0311096 | val_loss: 0.0311886 | Time: 10373.3 ms [2022-04-02 06:04:11 main:574] : INFO : Epoch 1672 | loss: 0.0311119 | val_loss: 0.031194 | Time: 14269.4 ms [2022-04-02 06:04:25 main:574] : INFO : Epoch 1673 | loss: 0.0311118 | val_loss: 0.0312025 | Time: 10081 ms [2022-04-02 06:04:35 main:574] : INFO : Epoch 1674 | loss: 0.0311139 | val_loss: 0.0311956 | Time: 9880.71 ms [2022-04-02 06:04:51 main:574] : INFO : Epoch 1675 | loss: 0.0311147 | val_loss: 0.0312535 | Time: 9728.09 ms [2022-04-02 06:04:54 main:574] : INFO : Epoch 1676 | loss: 0.032511 | val_loss: 0.0319277 | Time: 2573.46 ms [2022-04-02 06:05:10 main:574] : INFO : Epoch 1677 | loss: 0.0358328 | val_loss: 0.031683 | Time: 16049.5 ms [2022-04-02 06:05:20 main:574] : INFO : Epoch 1678 | loss: 0.0345089 | val_loss: 0.0432702 | Time: 10239.7 ms [2022-04-02 06:05:37 main:574] : INFO : Epoch 1679 | loss: 0.035027 | val_loss: 0.0322971 | Time: 15034.4 ms [2022-04-02 06:05:52 main:574] : INFO : Epoch 1680 | loss: 0.0316683 | val_loss: 0.0312848 | Time: 12313.6 ms [2022-04-02 06:06:06 main:574] : INFO : Epoch 1681 | loss: 0.0312973 | val_loss: 0.0312656 | Time: 10996.3 ms [2022-04-02 06:06:20 main:574] : INFO : Epoch 1682 | loss: 0.0312573 | val_loss: 0.0312498 | Time: 13534.2 ms [2022-04-02 06:06:30 main:574] : INFO : Epoch 1683 | loss: 0.0312468 | val_loss: 0.0312425 | Time: 8980.41 ms [2022-04-02 06:06:47 main:574] : INFO : Epoch 1684 | loss: 0.0312418 | val_loss: 0.0312381 | Time: 17415.6 ms [2022-04-02 06:06:59 main:574] : INFO : Epoch 1685 | loss: 0.0312358 | val_loss: 0.0312294 | Time: 9738.23 ms [2022-04-02 06:07:17 main:574] : INFO : Epoch 1686 | loss: 0.0312283 | val_loss: 0.0312206 | Time: 13841.9 ms [2022-04-02 06:07:31 main:574] : INFO : Epoch 1687 | loss: 0.031222 | val_loss: 0.0312144 | Time: 12062.7 ms [2022-04-02 06:07:48 main:574] : INFO : Epoch 1688 | loss: 0.031219 | val_loss: 0.0312127 | Time: 14242.4 ms [2022-04-02 06:08:03 main:574] : INFO : Epoch 1689 | loss: 0.0312174 | val_loss: 0.031211 | Time: 13481.7 ms [2022-04-02 06:08:21 main:574] : INFO : Epoch 1690 | loss: 0.0312156 | val_loss: 0.0312093 | Time: 14395.2 ms [2022-04-02 06:08:40 main:574] : INFO : Epoch 1691 | loss: 0.031215 | val_loss: 0.0312084 | Time: 16737.2 ms [2022-04-02 06:08:58 main:574] : INFO : Epoch 1692 | loss: 0.0312148 | val_loss: 0.0312071 | Time: 17195.1 ms [2022-04-02 06:09:08 main:574] : INFO : Epoch 1693 | loss: 0.0312122 | val_loss: 0.0312058 | Time: 8251.63 ms [2022-04-02 06:09:29 main:574] : INFO : Epoch 1694 | loss: 0.0312106 | val_loss: 0.0312027 | Time: 18861.5 ms [2022-04-02 06:09:44 main:574] : INFO : Epoch 1695 | loss: 0.0312076 | val_loss: 0.0312007 | Time: 10031.4 ms [2022-04-02 06:09:56 main:574] : INFO : Epoch 1696 | loss: 0.031205 | val_loss: 0.0311984 | Time: 10245 ms [2022-04-02 06:10:21 main:574] : INFO : Epoch 1697 | loss: 0.0312056 | val_loss: 0.0312029 | Time: 20868.3 ms [2022-04-02 06:10:42 main:574] : INFO : Epoch 1698 | loss: 0.0312039 | val_loss: 0.0311965 | Time: 17090.6 ms [2022-04-02 06:10:59 main:574] : INFO : Epoch 1699 | loss: 0.0312015 | val_loss: 0.0311954 | Time: 13887.1 ms [2022-04-02 06:11:11 main:574] : INFO : Epoch 1700 | loss: 0.0311997 | val_loss: 0.0311944 | Time: 12267 ms [2022-04-02 06:11:24 main:574] : INFO : Epoch 1701 | loss: 0.0311983 | val_loss: 0.0311922 | Time: 10343 ms [2022-04-02 06:11:34 main:574] : INFO : Epoch 1702 | loss: 0.0311964 | val_loss: 0.031191 | Time: 9662.31 ms [2022-04-02 06:11:48 main:574] : INFO : Epoch 1703 | loss: 0.0311943 | val_loss: 0.0311879 | Time: 10116.3 ms [2022-04-02 06:12:03 main:574] : INFO : Epoch 1704 | loss: 0.0311916 | val_loss: 0.0311878 | Time: 13225.8 ms [2022-04-02 06:12:17 main:574] : INFO : Epoch 1705 | loss: 0.031192 | val_loss: 0.0311858 | Time: 11468.2 ms [2022-04-02 06:12:32 main:574] : INFO : Epoch 1706 | loss: 0.0311888 | val_loss: 0.0311829 | Time: 13792.2 ms [2022-04-02 06:12:46 main:574] : INFO : Epoch 1707 | loss: 0.0311857 | val_loss: 0.0311844 | Time: 12800.5 ms [2022-04-02 06:12:58 main:574] : INFO : Epoch 1708 | loss: 0.0311844 | val_loss: 0.0311799 | Time: 9813.06 ms [2022-04-02 06:13:13 main:574] : INFO : Epoch 1709 | loss: 0.0311813 | val_loss: 0.0311769 | Time: 12921.2 ms [2022-04-02 06:13:27 main:574] : INFO : Epoch 1710 | loss: 0.0311799 | val_loss: 0.0311743 | Time: 12489.8 ms [2022-04-02 06:13:41 main:574] : INFO : Epoch 1711 | loss: 0.0311823 | val_loss: 0.0311744 | Time: 13450.9 ms [2022-04-02 06:13:58 main:574] : INFO : Epoch 1712 | loss: 0.0311765 | val_loss: 0.0311721 | Time: 16385.3 ms [2022-04-02 06:14:11 main:574] : INFO : Epoch 1713 | loss: 0.0311719 | val_loss: 0.031171 | Time: 11230.2 ms [2022-04-02 06:14:23 main:574] : INFO : Epoch 1714 | loss: 0.0311677 | val_loss: 0.0311677 | Time: 11139.2 ms [2022-04-02 06:14:38 main:574] : INFO : Epoch 1715 | loss: 0.0311647 | val_loss: 0.0311678 | Time: 13517.8 ms [2022-04-02 06:14:50 main:574] : INFO : Epoch 1716 | loss: 0.0311635 | val_loss: 0.031167 | Time: 11723.9 ms [2022-04-02 06:15:04 main:574] : INFO : Epoch 1717 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 11394.1 ms [2022-04-02 06:15:19 main:574] : INFO : Epoch 1718 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 11793.1 ms [2022-04-02 06:15:25 main:574] : INFO : Epoch 1719 | loss: 0.0311605 | val_loss: 0.0311679 | Time: 4123.79 ms [2022-04-02 06:15:36 main:574] : INFO : Epoch 1720 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 11062.3 ms [2022-04-02 06:15:46 main:574] : INFO : Epoch 1721 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 9465.19 ms [2022-04-02 06:16:01 main:574] : INFO : Epoch 1722 | loss: 0.0311571 | val_loss: 0.0311668 | Time: 11834.2 ms [2022-04-02 06:16:16 main:574] : INFO : Epoch 1723 | loss: 0.0311563 | val_loss: 0.0311719 | Time: 12264.3 ms [2022-04-02 06:16:32 main:574] : INFO : Epoch 1724 | loss: 0.0311576 | val_loss: 0.0311701 | Time: 13459.6 ms [2022-04-02 06:16:47 main:574] : INFO : Epoch 1725 | loss: 0.0311551 | val_loss: 0.031171 | Time: 14199.2 ms [2022-04-02 06:16:58 main:574] : INFO : Epoch 1726 | loss: 0.0311559 | val_loss: 0.0311675 | Time: 9634.13 ms [2022-04-02 06:17:22 main:574] : INFO : Epoch 1727 | loss: 0.0311532 | val_loss: 0.0311682 | Time: 19378.8 ms [2022-04-02 06:17:41 main:574] : INFO : Epoch 1728 | loss: 0.0311532 | val_loss: 0.0311672 | Time: 18135 ms [2022-04-02 06:17:58 main:574] : INFO : Epoch 1729 | loss: 0.031152 | val_loss: 0.0311686 | Time: 13996 ms [2022-04-02 06:18:13 main:574] : INFO : Epoch 1730 | loss: 0.031151 | val_loss: 0.0311676 | Time: 12694.3 ms [2022-04-02 06:18:28 main:574] : INFO : Epoch 1731 | loss: 0.0311492 | val_loss: 0.0311686 | Time: 12733.6 ms [2022-04-02 06:18:42 main:574] : INFO : Epoch 1732 | loss: 0.0311497 | val_loss: 0.0311713 | Time: 9069.19 ms [2022-04-02 06:18:57 main:574] : INFO : Epoch 1733 | loss: 0.0311495 | val_loss: 0.0311709 | Time: 12604.6 ms [2022-04-02 06:19:10 main:574] : INFO : Epoch 1734 | loss: 0.0311489 | val_loss: 0.0311665 | Time: 10596.8 ms [2022-04-02 06:19:32 main:574] : INFO : Epoch 1735 | loss: 0.0311488 | val_loss: 0.0311697 | Time: 14750.5 ms [2022-04-02 06:19:47 main:574] : INFO : Epoch 1736 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 10803.3 ms [2022-04-02 06:20:08 main:574] : INFO : Epoch 1737 | loss: 0.0311481 | val_loss: 0.0311728 | Time: 20346.1 ms [2022-04-02 06:20:22 main:574] : INFO : Epoch 1738 | loss: 0.0311472 | val_loss: 0.0311777 | Time: 11535.5 ms [2022-04-02 06:20:40 main:574] : INFO : Epoch 1739 | loss: 0.0311468 | val_loss: 0.0311682 | Time: 13272.2 ms [2022-04-02 06:20:58 main:574] : INFO : Epoch 1740 | loss: 0.0311448 | val_loss: 0.031169 | Time: 14901.2 ms [2022-04-02 06:21:16 main:574] : INFO : Epoch 1741 | loss: 0.0311435 | val_loss: 0.0311698 | Time: 10608.9 ms [2022-04-02 06:21:31 main:574] : INFO : Epoch 1742 | loss: 0.0311421 | val_loss: 0.0311686 | Time: 13946.7 ms [2022-04-02 06:21:46 main:574] : INFO : Epoch 1743 | loss: 0.031142 | val_loss: 0.0311675 | Time: 14391 ms [2022-04-02 06:22:01 main:574] : INFO : Epoch 1744 | loss: 0.031142 | val_loss: 0.0311662 | Time: 11272.7 ms [2022-04-02 06:22:21 main:574] : INFO : Epoch 1745 | loss: 0.0311404 | val_loss: 0.0311674 | Time: 18983.6 ms [2022-04-02 06:22:40 main:574] : INFO : Epoch 1746 | loss: 0.0311402 | val_loss: 0.031174 | Time: 15407.5 ms [2022-04-02 06:22:54 main:574] : INFO : Epoch 1747 | loss: 0.031141 | val_loss: 0.0311671 | Time: 10193.1 ms [2022-04-02 06:22:58 main:574] : INFO : Epoch 1748 | loss: 0.0311441 | val_loss: 0.031167 | Time: 3313.97 ms [2022-04-02 06:23:13 main:574] : INFO : Epoch 1749 | loss: 0.031139 | val_loss: 0.0311684 | Time: 14612.3 ms [2022-04-02 06:23:27 main:574] : INFO : Epoch 1750 | loss: 0.0311379 | val_loss: 0.0311716 | Time: 12401.3 ms [2022-04-02 06:23:46 main:574] : INFO : Epoch 1751 | loss: 0.0311382 | val_loss: 0.0311677 | Time: 12105.6 ms [2022-04-02 06:24:14 main:574] : INFO : Epoch 1752 | loss: 0.0311375 | val_loss: 0.0311664 | Time: 23148.1 ms [2022-04-02 06:24:32 main:574] : INFO : Epoch 1753 | loss: 0.031137 | val_loss: 0.0311696 | Time: 18258.4 ms [2022-04-02 06:24:47 main:574] : INFO : Epoch 1754 | loss: 0.0311371 | val_loss: 0.0311683 | Time: 13414.8 ms [2022-04-02 06:25:00 main:574] : INFO : Epoch 1755 | loss: 0.0311358 | val_loss: 0.0311703 | Time: 10778.7 ms [2022-04-02 06:25:15 main:574] : INFO : Epoch 1756 | loss: 0.0311351 | val_loss: 0.0311675 | Time: 13959.6 ms [2022-04-02 06:25:29 main:574] : INFO : Epoch 1757 | loss: 0.0311347 | val_loss: 0.0311705 | Time: 11704.6 ms [2022-04-02 06:25:46 main:574] : INFO : Epoch 1758 | loss: 0.0311351 | val_loss: 0.0311737 | Time: 12331.7 ms [2022-04-02 06:25:59 main:574] : INFO : Epoch 1759 | loss: 0.0311355 | val_loss: 0.0311732 | Time: 12923.8 ms [2022-04-02 06:26:22 main:574] : INFO : Epoch 1760 | loss: 0.0311344 | val_loss: 0.0311721 | Time: 17830.3 ms [2022-04-02 06:26:50 main:574] : INFO : Epoch 1761 | loss: 0.031135 | val_loss: 0.0311703 | Time: 23900.5 ms [2022-04-02 06:27:02 main:574] : INFO : Epoch 1762 | loss: 0.0311346 | val_loss: 0.031171 | Time: 9559.77 ms [2022-04-02 06:27:15 main:574] : INFO : Epoch 1763 | loss: 0.031135 | val_loss: 0.0311723 | Time: 11239.3 ms [2022-04-02 06:27:36 main:574] : INFO : Epoch 1764 | loss: 0.0311357 | val_loss: 0.031169 | Time: 19324.9 ms [2022-04-02 06:27:51 main:574] : INFO : Epoch 1765 | loss: 0.0311338 | val_loss: 0.0311721 | Time: 14397.3 ms [2022-04-02 06:28:06 main:574] : INFO : Epoch 1766 | loss: 0.0311374 | val_loss: 0.0311733 | Time: 13246.6 ms [2022-04-02 06:28:18 main:574] : INFO : Epoch 1767 | loss: 0.031137 | val_loss: 0.0311662 | Time: 11031.9 ms [2022-04-02 06:28:39 main:574] : INFO : Epoch 1768 | loss: 0.0311362 | val_loss: 0.0311672 | Time: 17489.8 ms [2022-04-02 06:28:49 main:574] : INFO : Epoch 1769 | loss: 0.0311343 | val_loss: 0.0311691 | Time: 8838.98 ms [2022-04-02 06:29:01 main:574] : INFO : Epoch 1770 | loss: 0.0311335 | val_loss: 0.0311685 | Time: 11587.7 ms [2022-04-02 06:29:19 main:574] : INFO : Epoch 1771 | loss: 0.0311326 | val_loss: 0.0311694 | Time: 17255.1 ms [2022-04-02 06:29:35 main:574] : INFO : Epoch 1772 | loss: 0.0311315 | val_loss: 0.0311709 | Time: 10794.7 ms [2022-04-02 06:29:47 main:574] : INFO : Epoch 1773 | loss: 0.0311314 | val_loss: 0.0311654 | Time: 10860.9 ms [2022-04-02 06:30:02 main:574] : INFO : Epoch 1774 | loss: 0.0311316 | val_loss: 0.0311671 | Time: 14368.1 ms [2022-04-02 06:30:17 main:574] : INFO : Epoch 1775 | loss: 0.031131 | val_loss: 0.031169 | Time: 14017.2 ms [2022-04-02 06:30:35 main:574] : INFO : Epoch 1776 | loss: 0.0311323 | val_loss: 0.0311712 | Time: 17990 ms [2022-04-02 06:30:54 main:574] : INFO : Epoch 1777 | loss: 0.0311306 | val_loss: 0.0311726 | Time: 14115.2 ms [2022-04-02 06:31:16 main:574] : INFO : Epoch 1778 | loss: 0.0311309 | val_loss: 0.0311729 | Time: 14892.7 ms [2022-04-02 06:31:36 main:574] : INFO : Epoch 1779 | loss: 0.0311493 | val_loss: 0.0311635 | Time: 17068.1 ms [2022-04-02 06:31:54 main:574] : INFO : Epoch 1780 | loss: 0.0311447 | val_loss: 0.0311664 | Time: 16884.3 ms [2022-04-02 06:32:10 main:574] : INFO : Epoch 1781 | loss: 0.0311412 | val_loss: 0.0311638 | Time: 15612.5 ms [2022-04-02 06:32:26 main:574] : INFO : Epoch 1782 | loss: 0.031138 | val_loss: 0.0311646 | Time: 14002.9 ms [2022-04-02 06:32:43 main:574] : INFO : Epoch 1783 | loss: 0.0311353 | val_loss: 0.031165 | Time: 14316.2 ms [2022-04-02 06:32:59 main:574] : INFO : Epoch 1784 | loss: 0.0311338 | val_loss: 0.0311688 | Time: 13311.3 ms [2022-04-02 06:33:15 main:574] : INFO : Epoch 1785 | loss: 0.0311347 | val_loss: 0.0311706 | Time: 12332.3 ms [2022-04-02 06:33:25 main:574] : INFO : Epoch 1786 | loss: 0.0311318 | val_loss: 0.0311726 | Time: 9744.01 ms [2022-04-02 06:33:46 main:574] : INFO : Epoch 1787 | loss: 0.0311337 | val_loss: 0.0311699 | Time: 14868.7 ms [2022-04-02 06:34:07 main:574] : INFO : Epoch 1788 | loss: 0.031131 | val_loss: 0.0311682 | Time: 13519.2 ms [2022-04-02 06:34:23 main:574] : INFO : Epoch 1789 | loss: 0.0311291 | val_loss: 0.0311702 | Time: 14177.6 ms [2022-04-02 06:34:34 main:574] : INFO : Epoch 1790 | loss: 0.0311283 | val_loss: 0.0311717 | Time: 9742.87 ms [2022-04-02 06:34:53 main:574] : INFO : Epoch 1791 | loss: 0.0311279 | val_loss: 0.0311696 | Time: 15054.2 ms [2022-04-02 06:35:10 main:574] : INFO : Epoch 1792 | loss: 0.0311276 | val_loss: 0.0311734 | Time: 13781.2 ms [2022-04-02 06:35:24 main:574] : INFO : Epoch 1793 | loss: 0.0311273 | val_loss: 0.0311726 | Time: 13013.9 ms [2022-04-02 06:35:39 main:574] : INFO : Epoch 1794 | loss: 0.0311295 | val_loss: 0.0311734 | Time: 11218.2 ms [2022-04-02 06:35:53 main:574] : INFO : Epoch 1795 | loss: 0.0311277 | val_loss: 0.031174 | Time: 11318.2 ms [2022-04-02 06:36:12 main:574] : INFO : Epoch 1796 | loss: 0.0311292 | val_loss: 0.0311764 | Time: 16037.3 ms [2022-04-02 06:36:30 main:574] : INFO : Epoch 1797 | loss: 0.0311301 | val_loss: 0.0311771 | Time: 15021.6 ms [2022-04-02 06:36:51 main:574] : INFO : Epoch 1798 | loss: 0.0311312 | val_loss: 0.0311701 | Time: 17318.2 ms [2022-04-02 06:37:08 main:574] : INFO : Epoch 1799 | loss: 0.031129 | val_loss: 0.0311717 | Time: 15798.8 ms [2022-04-02 06:37:25 main:574] : INFO : Epoch 1800 | loss: 0.0311283 | val_loss: 0.0311758 | Time: 14780.6 ms [2022-04-02 06:37:36 main:574] : INFO : Epoch 1801 | loss: 0.0311268 | val_loss: 0.03117 | Time: 8341.08 ms [2022-04-02 06:37:53 main:574] : INFO : Epoch 1802 | loss: 0.031126 | val_loss: 0.0311718 | Time: 16513.7 ms [2022-04-02 06:38:07 main:574] : INFO : Epoch 1803 | loss: 0.0311284 | val_loss: 0.0311698 | Time: 12265.1 ms [2022-04-02 06:38:21 main:574] : INFO : Epoch 1804 | loss: 0.0311299 | val_loss: 0.0311824 | Time: 11685.9 ms [2022-04-02 06:38:39 main:574] : INFO : Epoch 1805 | loss: 0.0311357 | val_loss: 0.0311681 | Time: 14722.7 ms [2022-04-02 06:38:53 main:574] : INFO : Epoch 1806 | loss: 0.0311367 | val_loss: 0.0311684 | Time: 12437.9 ms [2022-04-02 06:39:13 main:574] : INFO : Epoch 1807 | loss: 0.0311327 | val_loss: 0.0311681 | Time: 17820.9 ms [2022-04-02 06:39:30 main:574] : INFO : Epoch 1808 | loss: 0.0311297 | val_loss: 0.0311679 | Time: 10598.8 ms [2022-04-02 06:39:50 main:574] : INFO : Epoch 1809 | loss: 0.0311286 | val_loss: 0.0311712 | Time: 18204 ms [2022-04-02 06:40:06 main:574] : INFO : Epoch 1810 | loss: 0.0311296 | val_loss: 0.0311729 | Time: 14225.1 ms [2022-04-02 06:40:21 main:574] : INFO : Epoch 1811 | loss: 0.0311257 | val_loss: 0.0311734 | Time: 14537 ms [2022-04-02 06:40:36 main:574] : INFO : Epoch 1812 | loss: 0.0311261 | val_loss: 0.0311726 | Time: 13939.5 ms [2022-04-02 06:40:50 main:574] : INFO : Epoch 1813 | loss: 0.0311267 | val_loss: 0.0311683 | Time: 13386.3 ms [2022-04-02 06:41:12 main:574] : INFO : Epoch 1814 | loss: 0.031126 | val_loss: 0.0311742 | Time: 19583.4 ms [2022-04-02 06:41:28 main:574] : INFO : Epoch 1815 | loss: 0.0311283 | val_loss: 0.0311792 | Time: 13627.9 ms [2022-04-02 06:41:43 main:574] : INFO : Epoch 1816 | loss: 0.0311347 | val_loss: 0.0311742 | Time: 13585.8 ms [2022-04-02 06:41:57 main:574] : INFO : Epoch 1817 | loss: 0.0311321 | val_loss: 0.0311707 | Time: 13569.3 ms [2022-04-02 06:42:14 main:574] : INFO : Epoch 1818 | loss: 0.0311288 | val_loss: 0.0311742 | Time: 11938.8 ms [2022-04-02 06:42:31 main:574] : INFO : Epoch 1819 | loss: 0.0311261 | val_loss: 0.0311759 | Time: 14301 ms [2022-04-02 06:42:48 main:574] : INFO : Epoch 1820 | loss: 0.0311261 | val_loss: 0.0311708 | Time: 12448.1 ms [2022-04-02 06:43:02 main:574] : INFO : Epoch 1821 | loss: 0.0311263 | val_loss: 0.0311771 | Time: 12484.7 ms [2022-04-02 06:43:18 main:574] : INFO : Epoch 1822 | loss: 0.0311247 | val_loss: 0.0311705 | Time: 14744.7 ms [2022-04-02 06:43:36 main:574] : INFO : Epoch 1823 | loss: 0.0311254 | val_loss: 0.0311772 | Time: 13621.8 ms [2022-04-02 06:43:50 main:574] : INFO : Epoch 1824 | loss: 0.031128 | val_loss: 0.0311711 | Time: 13434.5 ms [2022-04-02 06:44:07 main:574] : INFO : Epoch 1825 | loss: 0.0311292 | val_loss: 0.0311741 | Time: 13852.3 ms [2022-04-02 06:44:25 main:574] : INFO : Epoch 1826 | loss: 0.0311383 | val_loss: 0.0311773 | Time: 14275 ms [2022-04-02 06:44:39 main:574] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 12235.8 ms [2022-04-02 06:44:50 main:574] : INFO : Epoch 1828 | loss: 0.0311683 | val_loss: 0.031172 | Time: 10507.1 ms [2022-04-02 06:45:11 main:574] : INFO : Epoch 1829 | loss: 0.03117 | val_loss: 0.0311745 | Time: 16714.8 ms [2022-04-02 06:45:26 main:574] : INFO : Epoch 1830 | loss: 0.0311662 | val_loss: 0.0311681 | Time: 11935.3 ms [2022-04-02 06:45:37 main:574] : INFO : Epoch 1831 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 8047.07 ms [2022-04-02 06:45:55 main:574] : INFO : Epoch 1832 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 12850.6 ms [2022-04-02 06:46:12 main:574] : INFO : Epoch 1833 | loss: 0.0311558 | val_loss: 0.0311659 | Time: 16108.9 ms [2022-04-02 06:46:24 main:574] : INFO : Epoch 1834 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 8350.25 ms [2022-04-02 06:46:44 main:574] : INFO : Epoch 1835 | loss: 0.0311532 | val_loss: 0.0311653 | Time: 17004.6 ms [2022-04-02 06:47:04 main:574] : INFO : Epoch 1836 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 15343.8 ms [2022-04-02 06:47:21 main:574] : INFO : Epoch 1837 | loss: 0.0311495 | val_loss: 0.0311678 | Time: 16706.6 ms [2022-04-02 06:47:43 main:574] : INFO : Epoch 1838 | loss: 0.0311483 | val_loss: 0.0311636 | Time: 17861.3 ms [2022-04-02 06:48:01 main:574] : INFO : Epoch 1839 | loss: 0.0311475 | val_loss: 0.0311669 | Time: 15999.9 ms [2022-04-02 06:48:21 main:574] : INFO : Epoch 1840 | loss: 0.0311457 | val_loss: 0.0311638 | Time: 16372.5 ms [2022-04-02 06:48:41 main:574] : INFO : Epoch 1841 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 19169.3 ms [2022-04-02 06:49:02 main:574] : INFO : Epoch 1842 | loss: 0.0311446 | val_loss: 0.0311653 | Time: 17173.3 ms [2022-04-02 06:49:20 main:574] : INFO : Epoch 1843 | loss: 0.0311429 | val_loss: 0.0311621 | Time: 14992.5 ms [2022-04-02 06:49:36 main:574] : INFO : Epoch 1844 | loss: 0.0311416 | val_loss: 0.0311652 | Time: 12230.2 ms [2022-04-02 06:49:52 main:574] : INFO : Epoch 1845 | loss: 0.0311427 | val_loss: 0.0311725 | Time: 16215.9 ms [2022-04-02 06:50:10 main:574] : INFO : Epoch 1846 | loss: 0.0311449 | val_loss: 0.031164 | Time: 14337.3 ms [2022-04-02 06:50:29 main:574] : INFO : Epoch 1847 | loss: 0.0311407 | val_loss: 0.0311674 | Time: 15423 ms [2022-04-02 06:50:48 main:574] : INFO : Epoch 1848 | loss: 0.0311404 | val_loss: 0.0311648 | Time: 16669 ms [2022-04-02 06:51:03 main:574] : INFO : Epoch 1849 | loss: 0.0311422 | val_loss: 0.031167 | Time: 13517.9 ms [2022-04-02 06:51:25 main:574] : INFO : Epoch 1850 | loss: 0.0311407 | val_loss: 0.0311698 | Time: 17712.5 ms [2022-04-02 06:51:44 main:574] : INFO : Epoch 1851 | loss: 0.0311411 | val_loss: 0.0311658 | Time: 16227.6 ms [2022-04-02 06:52:02 main:574] : INFO : Epoch 1852 | loss: 0.03114 | val_loss: 0.0311606 | Time: 17097.8 ms [2022-04-02 06:52:21 main:574] : INFO : Epoch 1853 | loss: 0.0311392 | val_loss: 0.0311623 | Time: 17946 ms [2022-04-02 06:52:37 main:574] : INFO : Epoch 1854 | loss: 0.0311435 | val_loss: 0.0311757 | Time: 15106.9 ms [2022-04-02 06:52:52 main:574] : INFO : Epoch 1855 | loss: 0.0311429 | val_loss: 0.0311639 | Time: 15258 ms [2022-04-02 06:53:11 main:574] : INFO : Epoch 1856 | loss: 0.0311376 | val_loss: 0.0311656 | Time: 14501.9 ms [2022-04-02 06:53:34 main:574] : INFO : Epoch 1857 | loss: 0.0311355 | val_loss: 0.0311658 | Time: 22400.9 ms [2022-04-02 06:53:56 main:574] : INFO : Epoch 1858 | loss: 0.0311367 | val_loss: 0.0311635 | Time: 18445.2 ms [2022-04-02 06:54:11 main:574] : INFO : Epoch 1859 | loss: 0.0311357 | val_loss: 0.0311677 | Time: 13019 ms [2022-04-02 06:54:28 main:574] : INFO : Epoch 1860 | loss: 0.0311346 | val_loss: 0.0311657 | Time: 15261.8 ms [2022-04-02 06:54:41 main:574] : INFO : Epoch 1861 | loss: 0.0311344 | val_loss: 0.0311655 | Time: 11536.3 ms [2022-04-02 06:54:52 main:574] : INFO : Epoch 1862 | loss: 0.0311345 | val_loss: 0.0311649 | Time: 8614.16 ms [2022-04-02 06:55:06 main:574] : INFO : Epoch 1863 | loss: 0.0311364 | val_loss: 0.031166 | Time: 10972.7 ms [2022-04-02 06:55:23 main:574] : INFO : Epoch 1864 | loss: 0.0311338 | val_loss: 0.0311664 | Time: 13236.2 ms [2022-04-02 06:55:36 main:574] : INFO : Epoch 1865 | loss: 0.0311332 | val_loss: 0.0311642 | Time: 11831.5 ms [2022-04-02 06:55:56 main:574] : INFO : Epoch 1866 | loss: 0.0311342 | val_loss: 0.0311633 | Time: 14295.3 ms [2022-04-02 06:56:11 main:574] : INFO : Epoch 1867 | loss: 0.0311334 | val_loss: 0.0311652 | Time: 12235.8 ms [2022-04-02 06:56:26 main:574] : INFO : Epoch 1868 | loss: 0.0311338 | val_loss: 0.0311685 | Time: 13181.5 ms [2022-04-02 06:56:39 main:574] : INFO : Epoch 1869 | loss: 0.0311331 | val_loss: 0.0311722 | Time: 12811 ms [2022-04-02 06:56:50 main:574] : INFO : Epoch 1870 | loss: 0.0311321 | val_loss: 0.0311675 | Time: 9088.31 ms [2022-04-02 06:57:04 main:574] : INFO : Epoch 1871 | loss: 0.0311318 | val_loss: 0.0311665 | Time: 12236.4 ms [2022-04-02 06:57:19 main:574] : INFO : Epoch 1872 | loss: 0.0311342 | val_loss: 0.03117 | Time: 14225.3 ms [2022-04-02 06:57:35 main:574] : INFO : Epoch 1873 | loss: 0.0311335 | val_loss: 0.0311712 | Time: 9645.56 ms [2022-04-02 06:57:50 main:574] : INFO : Epoch 1874 | loss: 0.0311337 | val_loss: 0.0311688 | Time: 13588.7 ms [2022-04-02 06:58:07 main:574] : INFO : Epoch 1875 | loss: 0.0311341 | val_loss: 0.0311675 | Time: 12598 ms [2022-04-02 06:58:24 main:574] : INFO : Epoch 1876 | loss: 0.0311335 | val_loss: 0.0311696 | Time: 17545.3 ms [2022-04-02 06:58:41 main:574] : INFO : Epoch 1877 | loss: 0.031133 | val_loss: 0.031162 | Time: 14648.8 ms [2022-04-02 06:58:53 main:574] : INFO : Epoch 1878 | loss: 0.031133 | val_loss: 0.0311691 | Time: 11104.3 ms [2022-04-02 06:59:04 main:574] : INFO : Epoch 1879 | loss: 0.0311318 | val_loss: 0.0311647 | Time: 10619.1 ms [2022-04-02 06:59:17 main:574] : INFO : Epoch 1880 | loss: 0.0311322 | val_loss: 0.0311684 | Time: 9049.84 ms [2022-04-02 06:59:29 main:574] : INFO : Epoch 1881 | loss: 0.0311296 | val_loss: 0.0311673 | Time: 10667.7 ms [2022-04-02 06:59:43 main:574] : INFO : Epoch 1882 | loss: 0.0311297 | val_loss: 0.0311681 | Time: 13425.8 ms [2022-04-02 07:00:01 main:574] : INFO : Epoch 1883 | loss: 0.0311313 | val_loss: 0.0311805 | Time: 12306.3 ms [2022-04-02 07:00:13 main:574] : INFO : Epoch 1884 | loss: 0.0311333 | val_loss: 0.0311707 | Time: 9467.56 ms [2022-04-02 07:00:29 main:574] : INFO : Epoch 1885 | loss: 0.0311285 | val_loss: 0.0311705 | Time: 14437.3 ms [2022-04-02 07:00:48 main:574] : INFO : Epoch 1886 | loss: 0.0311312 | val_loss: 0.0311714 | Time: 16798.9 ms [2022-04-02 07:01:02 main:574] : INFO : Epoch 1887 | loss: 0.0311318 | val_loss: 0.031168 | Time: 12146.1 ms [2022-04-02 07:01:22 main:574] : INFO : Epoch 1888 | loss: 0.0311289 | val_loss: 0.031172 | Time: 17507.5 ms [2022-04-02 07:01:39 main:574] : INFO : Epoch 1889 | loss: 0.0311281 | val_loss: 0.031166 | Time: 16241.8 ms [2022-04-02 07:01:56 main:574] : INFO : Epoch 1890 | loss: 0.0311289 | val_loss: 0.0311751 | Time: 15678.9 ms [2022-04-02 07:02:13 main:574] : INFO : Epoch 1891 | loss: 0.0311325 | val_loss: 0.0311691 | Time: 14380 ms [2022-04-02 07:02:26 main:574] : INFO : Epoch 1892 | loss: 0.0311297 | val_loss: 0.0311678 | Time: 10746.5 ms [2022-04-02 07:02:41 main:574] : INFO : Epoch 1893 | loss: 0.0311278 | val_loss: 0.0311702 | Time: 14459.5 ms [2022-04-02 07:02:59 main:574] : INFO : Epoch 1894 | loss: 0.0311296 | val_loss: 0.0311718 | Time: 16210.2 ms [2022-04-02 07:03:18 main:574] : INFO : Epoch 1895 | loss: 0.0311302 | val_loss: 0.0311722 | Time: 15239.2 ms [2022-04-02 07:03:33 main:574] : INFO : Epoch 1896 | loss: 0.0311294 | val_loss: 0.0311678 | Time: 13824.3 ms [2022-04-02 07:03:52 main:574] : INFO : Epoch 1897 | loss: 0.0311285 | val_loss: 0.031167 | Time: 15743.4 ms [2022-04-02 07:04:06 main:574] : INFO : Epoch 1898 | loss: 0.0311294 | val_loss: 0.0311674 | Time: 10687.6 ms [2022-04-02 07:04:20 main:574] : INFO : Epoch 1899 | loss: 0.0311277 | val_loss: 0.0311688 | Time: 13374.3 ms [2022-04-02 07:04:40 main:574] : INFO : Epoch 1900 | loss: 0.0311297 | val_loss: 0.0311676 | Time: 18607.7 ms [2022-04-02 07:04:52 main:574] : INFO : Epoch 1901 | loss: 0.0311271 | val_loss: 0.0311711 | Time: 10067.7 ms [2022-04-02 07:05:05 main:574] : INFO : Epoch 1902 | loss: 0.0311288 | val_loss: 0.0311681 | Time: 11027.8 ms [2022-04-02 07:05:22 main:574] : INFO : Epoch 1903 | loss: 0.0311306 | val_loss: 0.0311656 | Time: 15441.7 ms [2022-04-02 07:05:44 main:574] : INFO : Epoch 1904 | loss: 0.0311322 | val_loss: 0.0311694 | Time: 17637.4 ms [2022-04-02 07:06:03 main:574] : INFO : Epoch 1905 | loss: 0.0311297 | val_loss: 0.0311667 | Time: 15463.3 ms [2022-04-02 07:06:18 main:574] : INFO : Epoch 1906 | loss: 0.0311289 | val_loss: 0.0311716 | Time: 14694.9 ms [2022-04-02 07:06:28 main:574] : INFO : Epoch 1907 | loss: 0.0311309 | val_loss: 0.0311651 | Time: 6648.47 ms [2022-04-02 07:06:32 main:574] : INFO : Epoch 1908 | loss: 0.0311307 | val_loss: 0.0311681 | Time: 4412.53 ms [2022-04-02 07:06:52 main:574] : INFO : Epoch 1909 | loss: 0.0311282 | val_loss: 0.0311774 | Time: 16570.1 ms [2022-04-02 07:07:08 main:574] : INFO : Epoch 1910 | loss: 0.0311299 | val_loss: 0.0311694 | Time: 11044.9 ms [2022-04-02 07:07:23 main:574] : INFO : Epoch 1911 | loss: 0.0311292 | val_loss: 0.0311666 | Time: 14141.1 ms [2022-04-02 07:07:37 main:574] : INFO : Epoch 1912 | loss: 0.0311274 | val_loss: 0.0311662 | Time: 12625.7 ms [2022-04-02 07:07:49 main:574] : INFO : Epoch 1913 | loss: 0.0311255 | val_loss: 0.0311647 | Time: 10339.2 ms [2022-04-02 07:08:11 main:574] : INFO : Epoch 1914 | loss: 0.0311255 | val_loss: 0.0311682 | Time: 20247.7 ms [2022-04-02 07:08:21 main:574] : INFO : Epoch 1915 | loss: 0.0311266 | val_loss: 0.0311775 | Time: 8769.84 ms [2022-04-02 07:08:35 main:574] : INFO : Epoch 1916 | loss: 0.0311303 | val_loss: 0.0311672 | Time: 11164.8 ms [2022-04-02 07:08:48 main:574] : INFO : Epoch 1917 | loss: 0.0311267 | val_loss: 0.0311706 | Time: 9508.99 ms [2022-04-02 07:09:04 main:574] : INFO : Epoch 1918 | loss: 0.0311262 | val_loss: 0.0311654 | Time: 11821.8 ms [2022-04-02 07:09:22 main:574] : INFO : Epoch 1919 | loss: 0.0311246 | val_loss: 0.0311704 | Time: 16684.7 ms [2022-04-02 07:09:33 main:574] : INFO : Epoch 1920 | loss: 0.0311268 | val_loss: 0.0311664 | Time: 9275.46 ms [2022-04-02 07:10:01 main:574] : INFO : Epoch 1921 | loss: 0.0311259 | val_loss: 0.0311705 | Time: 24913.9 ms [2022-04-02 07:10:15 main:574] : INFO : Epoch 1922 | loss: 0.0311266 | val_loss: 0.031169 | Time: 13233.1 ms [2022-04-02 07:10:37 main:574] : INFO : Epoch 1923 | loss: 0.031128 | val_loss: 0.0311698 | Time: 18326 ms [2022-04-02 07:11:03 main:574] : INFO : Epoch 1924 | loss: 0.0311281 | val_loss: 0.0311715 | Time: 23404.8 ms [2022-04-02 07:11:26 main:574] : INFO : Epoch 1925 | loss: 0.0311281 | val_loss: 0.031182 | Time: 20099.9 ms [2022-04-02 07:11:41 main:574] : INFO : Epoch 1926 | loss: 0.031126 | val_loss: 0.0311717 | Time: 13633.5 ms [2022-04-02 07:11:55 main:574] : INFO : Epoch 1927 | loss: 0.0311257 | val_loss: 0.0311646 | Time: 11064 ms [2022-04-02 07:12:11 main:574] : INFO : Epoch 1928 | loss: 0.031125 | val_loss: 0.0311727 | Time: 13027.3 ms [2022-04-02 07:12:29 main:574] : INFO : Epoch 1929 | loss: 0.0311274 | val_loss: 0.0311852 | Time: 9890.46 ms [2022-04-02 07:12:41 main:574] : INFO : Epoch 1930 | loss: 0.0311258 | val_loss: 0.0311756 | Time: 10635.7 ms [2022-04-02 07:12:56 main:574] : INFO : Epoch 1931 | loss: 0.0311253 | val_loss: 0.0311715 | Time: 9600.55 ms [2022-04-02 07:13:13 main:574] : INFO : Epoch 1932 | loss: 0.0311247 | val_loss: 0.031175 | Time: 14912.2 ms [2022-04-02 07:13:37 main:574] : INFO : Epoch 1933 | loss: 0.0311262 | val_loss: 0.0311755 | Time: 22042 ms [2022-04-02 07:13:54 main:574] : INFO : Epoch 1934 | loss: 0.0311286 | val_loss: 0.0311876 | Time: 15372.7 ms [2022-04-02 07:14:09 main:574] : INFO : Epoch 1935 | loss: 0.0311271 | val_loss: 0.0311718 | Time: 14429.4 ms [2022-04-02 07:14:23 main:574] : INFO : Epoch 1936 | loss: 0.0311291 | val_loss: 0.0311804 | Time: 9722.69 ms [2022-04-02 07:14:35 main:574] : INFO : Epoch 1937 | loss: 0.0311307 | val_loss: 0.0311722 | Time: 11408.2 ms [2022-04-02 07:14:54 main:574] : INFO : Epoch 1938 | loss: 0.0311266 | val_loss: 0.0311825 | Time: 14138.8 ms [2022-04-02 07:15:17 main:574] : INFO : Epoch 1939 | loss: 0.0311303 | val_loss: 0.0311805 | Time: 19823.4 ms [2022-04-02 07:15:30 main:574] : INFO : Epoch 1940 | loss: 0.031129 | val_loss: 0.0311736 | Time: 11180 ms [2022-04-02 07:15:44 main:574] : INFO : Epoch 1941 | loss: 0.0311254 | val_loss: 0.0311801 | Time: 9921.3 ms [2022-04-02 07:16:00 main:574] : INFO : Epoch 1942 | loss: 0.0311245 | val_loss: 0.0311781 | Time: 15282.3 ms [2022-04-02 07:16:17 main:574] : INFO : Epoch 1943 | loss: 0.0311246 | val_loss: 0.0311771 | Time: 15355.6 ms [2022-04-02 07:16:28 main:574] : INFO : Epoch 1944 | loss: 0.0311237 | val_loss: 0.031179 | Time: 10118.4 ms [2022-04-02 07:16:53 main:574] : INFO : Epoch 1945 | loss: 0.031126 | val_loss: 0.0311751 | Time: 24273 ms [2022-04-02 07:17:04 main:574] : INFO : Epoch 1946 | loss: 0.0311299 | val_loss: 0.0311788 | Time: 9640.88 ms [2022-04-02 07:17:15 main:574] : INFO : Epoch 1947 | loss: 0.031128 | val_loss: 0.0311785 | Time: 10383.3 ms [2022-04-02 07:17:29 main:574] : INFO : Epoch 1948 | loss: 0.0311261 | val_loss: 0.031176 | Time: 11068.1 ms [2022-04-02 07:17:45 main:574] : INFO : Epoch 1949 | loss: 0.0311317 | val_loss: 0.0311722 | Time: 15719 ms [2022-04-02 07:17:57 main:574] : INFO : Epoch 1950 | loss: 0.0311311 | val_loss: 0.0311753 | Time: 11447.8 ms [2022-04-02 07:18:13 main:574] : INFO : Epoch 1951 | loss: 0.0311286 | val_loss: 0.0311719 | Time: 14511.7 ms [2022-04-02 07:18:34 main:574] : INFO : Epoch 1952 | loss: 0.0311294 | val_loss: 0.0311669 | Time: 14576 ms [2022-04-02 07:18:48 main:574] : INFO : Epoch 1953 | loss: 0.0311265 | val_loss: 0.0311711 | Time: 10364.7 ms [2022-04-02 07:19:04 main:574] : INFO : Epoch 1954 | loss: 0.0311276 | val_loss: 0.0311793 | Time: 14466.2 ms [2022-04-02 07:19:27 main:574] : INFO : Epoch 1955 | loss: 0.0311293 | val_loss: 0.0311735 | Time: 16827.5 ms [2022-04-02 07:19:46 main:574] : INFO : Epoch 1956 | loss: 0.031126 | val_loss: 0.031174 | Time: 15293.5 ms [2022-04-02 07:19:58 main:574] : INFO : Epoch 1957 | loss: 0.0311243 | val_loss: 0.0311791 | Time: 11367.6 ms [2022-04-02 07:20:10 main:574] : INFO : Epoch 1958 | loss: 0.0311244 | val_loss: 0.0311807 | Time: 10046.6 ms [2022-04-02 07:20:23 main:574] : INFO : Epoch 1959 | loss: 0.0311246 | val_loss: 0.0311766 | Time: 11678.2 ms [2022-04-02 07:20:37 main:574] : INFO : Epoch 1960 | loss: 0.0311259 | val_loss: 0.0311762 | Time: 11701.6 ms [2022-04-02 07:20:49 main:574] : INFO : Epoch 1961 | loss: 0.0311243 | val_loss: 0.0311775 | Time: 11172.1 ms [2022-04-02 07:21:07 main:574] : INFO : Epoch 1962 | loss: 0.0311243 | val_loss: 0.0311765 | Time: 15605.1 ms [2022-04-02 07:21:17 main:574] : INFO : Epoch 1963 | loss: 0.0311222 | val_loss: 0.0311756 | Time: 9492.11 ms [2022-04-02 07:21:35 main:574] : INFO : Epoch 1964 | loss: 0.0311219 | val_loss: 0.0311821 | Time: 16755.6 ms [2022-04-02 07:21:48 main:574] : INFO : Epoch 1965 | loss: 0.0311227 | val_loss: 0.0311785 | Time: 11451.4 ms [2022-04-02 07:22:00 main:574] : INFO : Epoch 1966 | loss: 0.0311207 | val_loss: 0.0311814 | Time: 11877.7 ms [2022-04-02 07:22:15 main:574] : INFO : Epoch 1967 | loss: 0.0311206 | val_loss: 0.0311702 | Time: 11421.1 ms [2022-04-02 07:22:40 main:574] : INFO : Epoch 1968 | loss: 0.0311238 | val_loss: 0.0311758 | Time: 21068.9 ms [2022-04-02 07:22:56 main:574] : INFO : Epoch 1969 | loss: 0.031125 | val_loss: 0.0311711 | Time: 15226 ms [2022-04-02 07:23:07 main:574] : INFO : Epoch 1970 | loss: 0.0311264 | val_loss: 0.0311831 | Time: 9131.76 ms [2022-04-02 07:23:18 main:574] : INFO : Epoch 1971 | loss: 0.0311277 | val_loss: 0.0311785 | Time: 10271.5 ms [2022-04-02 07:23:31 main:574] : INFO : Epoch 1972 | loss: 0.0311292 | val_loss: 0.0311845 | Time: 11081.2 ms [2022-04-02 07:23:45 main:574] : INFO : Epoch 1973 | loss: 0.0311308 | val_loss: 0.0311714 | Time: 12265.6 ms [2022-04-02 07:23:59 main:574] : INFO : Epoch 1974 | loss: 0.0311392 | val_loss: 0.0311668 | Time: 9954.99 ms [2022-04-02 07:24:12 main:574] : INFO : Epoch 1975 | loss: 0.0311369 | val_loss: 0.0311686 | Time: 10802.6 ms [2022-04-02 07:24:29 main:574] : INFO : Epoch 1976 | loss: 0.0311373 | val_loss: 0.0311706 | Time: 14278.9 ms [2022-04-02 07:24:48 main:574] : INFO : Epoch 1977 | loss: 0.0311314 | val_loss: 0.0311781 | Time: 17805 ms [2022-04-02 07:25:05 main:574] : INFO : Epoch 1978 | loss: 0.0311284 | val_loss: 0.031171 | Time: 14083.3 ms [2022-04-02 07:25:20 main:574] : INFO : Epoch 1979 | loss: 0.0311272 | val_loss: 0.0311805 | Time: 12906.8 ms [2022-04-02 07:25:37 main:574] : INFO : Epoch 1980 | loss: 0.0311283 | val_loss: 0.0311789 | Time: 11267.1 ms [2022-04-02 07:25:56 main:574] : INFO : Epoch 1981 | loss: 0.0311267 | val_loss: 0.0311813 | Time: 13366.6 ms [2022-04-02 07:26:17 main:574] : INFO : Epoch 1982 | loss: 0.0311265 | val_loss: 0.0311835 | Time: 18497 ms [2022-04-02 07:26:34 main:574] : INFO : Epoch 1983 | loss: 0.0311346 | val_loss: 0.0311673 | Time: 10894.4 ms [2022-04-02 07:26:49 main:574] : INFO : Epoch 1984 | loss: 0.031143 | val_loss: 0.0311686 | Time: 13191.1 ms [2022-04-02 07:27:03 main:574] : INFO : Epoch 1985 | loss: 0.0311372 | val_loss: 0.0311666 | Time: 10073.5 ms [2022-04-02 07:27:17 main:574] : INFO : Epoch 1986 | loss: 0.0311342 | val_loss: 0.0311747 | Time: 11444.8 ms [2022-04-02 07:27:29 main:574] : INFO : Epoch 1987 | loss: 0.0311341 | val_loss: 0.0311706 | Time: 10575.2 ms [2022-04-02 07:27:41 main:574] : INFO : Epoch 1988 | loss: 0.0311332 | val_loss: 0.0311812 | Time: 10471.8 ms [2022-04-02 07:27:52 main:574] : INFO : Epoch 1989 | loss: 0.0311341 | val_loss: 0.0311726 | Time: 8256.51 ms [2022-04-02 07:28:08 main:574] : INFO : Epoch 1990 | loss: 0.0311332 | val_loss: 0.0311691 | Time: 15689.5 ms [2022-04-02 07:28:19 main:574] : INFO : Epoch 1991 | loss: 0.0311325 | val_loss: 0.0311782 | Time: 8127.77 ms [2022-04-02 07:28:36 main:574] : INFO : Epoch 1992 | loss: 0.0311298 | val_loss: 0.0311679 | Time: 13814.5 ms [2022-04-02 07:28:47 main:574] : INFO : Epoch 1993 | loss: 0.0311285 | val_loss: 0.0311718 | Time: 9190.01 ms [2022-04-02 07:28:59 main:574] : INFO : Epoch 1994 | loss: 0.0311268 | val_loss: 0.0311768 | Time: 6779.9 ms [2022-04-02 07:29:26 main:574] : INFO : Epoch 1995 | loss: 0.0311237 | val_loss: 0.0311722 | Time: 17654.3 ms [2022-04-02 07:29:37 main:574] : INFO : Epoch 1996 | loss: 0.0311234 | val_loss: 0.0311835 | Time: 7303.55 ms [2022-04-02 07:29:53 main:574] : INFO : Epoch 1997 | loss: 0.0311264 | val_loss: 0.031176 | Time: 12592.7 ms [2022-04-02 07:30:06 main:574] : INFO : Epoch 1998 | loss: 0.0311266 | val_loss: 0.0311722 | Time: 11970.7 ms [2022-04-02 07:30:25 main:574] : INFO : Epoch 1999 | loss: 0.0311259 | val_loss: 0.0311748 | Time: 17445.6 ms [2022-04-02 07:30:34 main:574] : INFO : Epoch 2000 | loss: 0.0311251 | val_loss: 0.0311736 | Time: 8416.78 ms [2022-04-02 07:30:42 main:574] : INFO : Epoch 2001 | loss: 0.031123 | val_loss: 0.0311837 | Time: 7718.95 ms [2022-04-02 07:30:57 main:574] : INFO : Epoch 2002 | loss: 0.0311238 | val_loss: 0.0311795 | Time: 10975.8 ms [2022-04-02 07:31:17 main:574] : INFO : Epoch 2003 | loss: 0.0311222 | val_loss: 0.0311767 | Time: 19022.6 ms [2022-04-02 07:31:37 main:574] : INFO : Epoch 2004 | loss: 0.0311273 | val_loss: 0.0311792 | Time: 16669.5 ms [2022-04-02 07:31:47 main:574] : INFO : Epoch 2005 | loss: 0.0311249 | val_loss: 0.0311879 | Time: 8521.72 ms [2022-04-02 07:32:02 main:574] : INFO : Epoch 2006 | loss: 0.0311227 | val_loss: 0.0311723 | Time: 12777.6 ms [2022-04-02 07:32:25 main:574] : INFO : Epoch 2007 | loss: 0.0311239 | val_loss: 0.0311854 | Time: 21577.6 ms [2022-04-02 07:32:39 main:574] : INFO : Epoch 2008 | loss: 0.0311272 | val_loss: 0.0311783 | Time: 14028.9 ms [2022-04-02 07:32:51 main:574] : INFO : Epoch 2009 | loss: 0.0311219 | val_loss: 0.031175 | Time: 10950.1 ms [2022-04-02 07:33:03 main:574] : INFO : Epoch 2010 | loss: 0.0311233 | val_loss: 0.0311813 | Time: 11268 ms [2022-04-02 07:33:17 main:574] : INFO : Epoch 2011 | loss: 0.0311228 | val_loss: 0.0311771 | Time: 13495.9 ms [2022-04-02 07:33:35 main:574] : INFO : Epoch 2012 | loss: 0.0311224 | val_loss: 0.0311824 | Time: 16160.3 ms [2022-04-02 07:33:47 main:574] : INFO : Epoch 2013 | loss: 0.0311217 | val_loss: 0.0311857 | Time: 10889.4 ms [2022-04-02 07:34:00 main:574] : INFO : Epoch 2014 | loss: 0.031123 | val_loss: 0.031177 | Time: 12876.4 ms [2022-04-02 07:34:11 main:574] : INFO : Epoch 2015 | loss: 0.0311232 | val_loss: 0.031181 | Time: 9870.52 ms [2022-04-02 07:34:22 main:574] : INFO : Epoch 2016 | loss: 0.0311219 | val_loss: 0.0311815 | Time: 10345.8 ms [2022-04-02 07:34:39 main:574] : INFO : Epoch 2017 | loss: 0.0311263 | val_loss: 0.0311891 | Time: 11388.4 ms [2022-04-02 07:34:53 main:574] : INFO : Epoch 2018 | loss: 0.0311299 | val_loss: 0.0311755 | Time: 12255.6 ms [2022-04-02 07:35:07 main:574] : INFO : Epoch 2019 | loss: 0.031124 | val_loss: 0.0311796 | Time: 13130 ms [2022-04-02 07:35:18 main:574] : INFO : Epoch 2020 | loss: 0.0311225 | val_loss: 0.0311842 | Time: 7849.37 ms [2022-04-02 07:35:31 main:574] : INFO : Epoch 2021 | loss: 0.0311213 | val_loss: 0.0311759 | Time: 13229.3 ms [2022-04-02 07:35:43 main:574] : INFO : Epoch 2022 | loss: 0.0311219 | val_loss: 0.0311787 | Time: 10366.2 ms [2022-04-02 07:36:01 main:574] : INFO : Epoch 2023 | loss: 0.0311217 | val_loss: 0.0311755 | Time: 12893.7 ms [2022-04-02 07:36:12 main:574] : INFO : Epoch 2024 | loss: 0.031123 | val_loss: 0.0311847 | Time: 9552.36 ms [2022-04-02 07:36:32 main:574] : INFO : Epoch 2025 | loss: 0.0311279 | val_loss: 0.0311772 | Time: 13618.4 ms [2022-04-02 07:36:49 main:574] : INFO : Epoch 2026 | loss: 0.0311251 | val_loss: 0.031176 | Time: 14277 ms [2022-04-02 07:37:01 main:574] : INFO : Epoch 2027 | loss: 0.0311238 | val_loss: 0.0311846 | Time: 12425.9 ms [2022-04-02 07:37:15 main:574] : INFO : Epoch 2028 | loss: 0.0311213 | val_loss: 0.0311764 | Time: 9017.34 ms [2022-04-02 07:37:30 main:574] : INFO : Epoch 2029 | loss: 0.0311222 | val_loss: 0.031188 | Time: 9464.34 ms [2022-04-02 07:37:43 main:574] : INFO : Epoch 2030 | loss: 0.0311237 | val_loss: 0.0311848 | Time: 9841.48 ms [2022-04-02 07:37:54 main:574] : INFO : Epoch 2031 | loss: 0.0311195 | val_loss: 0.0311847 | Time: 9226.73 ms [2022-04-02 07:38:11 main:574] : INFO : Epoch 2032 | loss: 0.0311231 | val_loss: 0.0311799 | Time: 14028.6 ms [2022-04-02 07:38:28 main:574] : INFO : Epoch 2033 | loss: 0.0311267 | val_loss: 0.0311812 | Time: 15995.9 ms [2022-04-02 07:38:37 main:574] : INFO : Epoch 2034 | loss: 0.0311266 | val_loss: 0.0311698 | Time: 8958.83 ms [2022-04-02 07:38:52 main:574] : INFO : Epoch 2035 | loss: 0.0311246 | val_loss: 0.0311704 | Time: 13995 ms [2022-04-02 07:39:09 main:574] : INFO : Epoch 2036 | loss: 0.031123 | val_loss: 0.0311779 | Time: 12971.6 ms [2022-04-02 07:39:24 main:574] : INFO : Epoch 2037 | loss: 0.0311203 | val_loss: 0.0311748 | Time: 10965.3 ms [2022-04-02 07:39:41 main:574] : INFO : Epoch 2038 | loss: 0.0311221 | val_loss: 0.0311761 | Time: 15892.5 ms [2022-04-02 07:39:56 main:574] : INFO : Epoch 2039 | loss: 0.031123 | val_loss: 0.0311738 | Time: 11992.6 ms [2022-04-02 07:40:10 main:574] : INFO : Epoch 2040 | loss: 0.0311228 | val_loss: 0.031175 | Time: 12778.6 ms [2022-04-02 07:40:19 main:574] : INFO : Epoch 2041 | loss: 0.0311219 | val_loss: 0.0311856 | Time: 7377.53 ms [2022-04-02 07:40:31 main:574] : INFO : Epoch 2042 | loss: 0.03112 | val_loss: 0.0311822 | Time: 10143.6 ms [2022-04-02 07:40:48 main:574] : INFO : Epoch 2043 | loss: 0.0311194 | val_loss: 0.0311768 | Time: 11945.8 ms [2022-04-02 07:41:04 main:574] : INFO : Epoch 2044 | loss: 0.0311174 | val_loss: 0.031179 | Time: 12335.1 ms [2022-04-02 07:41:17 main:574] : INFO : Epoch 2045 | loss: 0.0311184 | val_loss: 0.0311779 | Time: 10225.7 ms [2022-04-02 07:41:29 main:574] : INFO : Epoch 2046 | loss: 0.0311187 | val_loss: 0.0311838 | Time: 11848.8 ms [2022-04-02 07:41:45 main:574] : INFO : Epoch 2047 | loss: 0.0311171 | val_loss: 0.0311814 | Time: 11235.8 ms [2022-04-02 07:42:02 main:574] : INFO : Epoch 2048 | loss: 0.0311201 | val_loss: 0.0311771 | Time: 16203.6 ms [2022-04-02 07:42:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311771 [2022-04-02 07:42:06 main:603] : INFO : Saving end state to config to file [2022-04-02 07:42:11 main:608] : INFO : Success, exiting.. 07:42:13 (20460): 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)