Task 8589484
| Name | ParityModified-1634615680-19805-3_1 |
| Workunit | 6029562 |
| Created | 2 Nov 2021, 8:30:33 UTC |
| Sent | 2 Nov 2021, 11:01:25 UTC |
| Report deadline | 9 Nov 2021, 11:01:25 UTC |
| Received | 2 Nov 2021, 12:39:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8665 |
| Run time | 1 hours 14 min 36 sec |
| CPU time | 1 hours 12 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,391.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310778 | val_loss: 0.0311237 | Time: 2181.31 ms
[2021-11-02 19:57:55 main:574] : INFO : Epoch 1543 | loss: 0.0310776 | val_loss: 0.0311217 | Time: 2173.52 ms
[2021-11-02 19:57:58 main:574] : INFO : Epoch 1544 | loss: 0.0310779 | val_loss: 0.0311275 | Time: 2177.02 ms
[2021-11-02 19:58:00 main:574] : INFO : Epoch 1545 | loss: 0.031092 | val_loss: 0.0311332 | Time: 2185.4 ms
[2021-11-02 19:58:02 main:574] : INFO : Epoch 1546 | loss: 0.0310897 | val_loss: 0.0311254 | Time: 2177.23 ms
[2021-11-02 19:58:04 main:574] : INFO : Epoch 1547 | loss: 0.0310839 | val_loss: 0.0311241 | Time: 2178.2 ms
[2021-11-02 19:58:06 main:574] : INFO : Epoch 1548 | loss: 0.0310846 | val_loss: 0.0311295 | Time: 2179.11 ms
[2021-11-02 19:58:09 main:574] : INFO : Epoch 1549 | loss: 0.0310853 | val_loss: 0.0311272 | Time: 2185.52 ms
[2021-11-02 19:58:11 main:574] : INFO : Epoch 1550 | loss: 0.031091 | val_loss: 0.0311231 | Time: 2189.82 ms
[2021-11-02 19:58:13 main:574] : INFO : Epoch 1551 | loss: 0.0310895 | val_loss: 0.0311311 | Time: 2179.01 ms
[2021-11-02 19:58:15 main:574] : INFO : Epoch 1552 | loss: 0.0310904 | val_loss: 0.0311256 | Time: 2174.15 ms
[2021-11-02 19:58:17 main:574] : INFO : Epoch 1553 | loss: 0.031087 | val_loss: 0.0311243 | Time: 2177.26 ms
[2021-11-02 19:58:20 main:574] : INFO : Epoch 1554 | loss: 0.0310852 | val_loss: 0.031136 | Time: 2176.56 ms
[2021-11-02 19:58:22 main:574] : INFO : Epoch 1555 | loss: 0.0311003 | val_loss: 0.0311287 | Time: 2180.09 ms
[2021-11-02 19:58:24 main:574] : INFO : Epoch 1556 | loss: 0.031092 | val_loss: 0.0311325 | Time: 2184.65 ms
[2021-11-02 19:58:26 main:574] : INFO : Epoch 1557 | loss: 0.0310892 | val_loss: 0.0311259 | Time: 2196.56 ms
[2021-11-02 19:58:28 main:574] : INFO : Epoch 1558 | loss: 0.0310864 | val_loss: 0.0311227 | Time: 2172.92 ms
[2021-11-02 19:58:30 main:574] : INFO : Epoch 1559 | loss: 0.0310887 | val_loss: 0.0311244 | Time: 2179.8 ms
[2021-11-02 19:58:33 main:574] : INFO : Epoch 1560 | loss: 0.0310869 | val_loss: 0.0311265 | Time: 2175.35 ms
[2021-11-02 19:58:35 main:574] : INFO : Epoch 1561 | loss: 0.0310861 | val_loss: 0.0311323 | Time: 2173.96 ms
[2021-11-02 19:58:37 main:574] : INFO : Epoch 1562 | loss: 0.0310869 | val_loss: 0.0311315 | Time: 2193.49 ms
[2021-11-02 19:58:39 main:574] : INFO : Epoch 1563 | loss: 0.0310848 | val_loss: 0.0311313 | Time: 2176.67 ms
[2021-11-02 19:58:41 main:574] : INFO : Epoch 1564 | loss: 0.0310859 | val_loss: 0.0311215 | Time: 2187.63 ms
[2021-11-02 19:58:44 main:574] : INFO : Epoch 1565 | loss: 0.031083 | val_loss: 0.0311199 | Time: 2180.17 ms
[2021-11-02 19:58:46 main:574] : INFO : Epoch 1566 | loss: 0.0310819 | val_loss: 0.0311234 | Time: 2181.2 ms
[2021-11-02 19:58:48 main:574] : INFO : Epoch 1567 | loss: 0.0310852 | val_loss: 0.0311198 | Time: 2173.33 ms
[2021-11-02 19:58:50 main:574] : INFO : Epoch 1568 | loss: 0.0310846 | val_loss: 0.0311284 | Time: 2184.49 ms
[2021-11-02 19:58:52 main:574] : INFO : Epoch 1569 | loss: 0.0310837 | val_loss: 0.0311165 | Time: 2177.79 ms
[2021-11-02 19:58:54 main:574] : INFO : Epoch 1570 | loss: 0.0310796 | val_loss: 0.0311144 | Time: 2189.04 ms
[2021-11-02 19:58:57 main:574] : INFO : Epoch 1571 | loss: 0.0310804 | val_loss: 0.0311229 | Time: 2185.21 ms
[2021-11-02 19:58:59 main:574] : INFO : Epoch 1572 | loss: 0.0310813 | val_loss: 0.0311203 | Time: 2179.71 ms
[2021-11-02 19:59:01 main:574] : INFO : Epoch 1573 | loss: 0.0310763 | val_loss: 0.0311245 | Time: 2181.28 ms
[2021-11-02 19:59:03 main:574] : INFO : Epoch 1574 | loss: 0.0310762 | val_loss: 0.0311257 | Time: 2179.15 ms
[2021-11-02 19:59:05 main:574] : INFO : Epoch 1575 | loss: 0.031077 | val_loss: 0.0311269 | Time: 2183.51 ms
[2021-11-02 19:59:08 main:574] : INFO : Epoch 1576 | loss: 0.031077 | val_loss: 0.0311244 | Time: 2171.54 ms
[2021-11-02 19:59:10 main:574] : INFO : Epoch 1577 | loss: 0.0310735 | val_loss: 0.0311253 | Time: 2187.47 ms
[2021-11-02 19:59:12 main:574] : INFO : Epoch 1578 | loss: 0.0310726 | val_loss: 0.0311258 | Time: 2192.96 ms
[2021-11-02 19:59:14 main:574] : INFO : Epoch 1579 | loss: 0.0310708 | val_loss: 0.0311234 | Time: 2172.78 ms
[2021-11-02 19:59:16 main:574] : INFO : Epoch 1580 | loss: 0.0310704 | val_loss: 0.0311222 | Time: 2178.12 ms
[2021-11-02 19:59:19 main:574] : INFO : Epoch 1581 | loss: 0.031075 | val_loss: 0.0311235 | Time: 2187.16 ms
[2021-11-02 19:59:21 main:574] : INFO : Epoch 1582 | loss: 0.0310753 | val_loss: 0.0311271 | Time: 2179.99 ms
[2021-11-02 19:59:23 main:574] : INFO : Epoch 1583 | loss: 0.031077 | val_loss: 0.0311198 | Time: 2174.41 ms
[2021-11-02 19:59:25 main:574] : INFO : Epoch 1584 | loss: 0.0310745 | val_loss: 0.0311205 | Time: 2178.15 ms
[2021-11-02 19:59:27 main:574] : INFO : Epoch 1585 | loss: 0.0310762 | val_loss: 0.0311273 | Time: 2180.26 ms
[2021-11-02 19:59:29 main:574] : INFO : Epoch 1586 | loss: 0.0310736 | val_loss: 0.0311221 | Time: 2177.38 ms
[2021-11-02 19:59:32 main:574] : INFO : Epoch 1587 | loss: 0.0310713 | val_loss: 0.0311228 | Time: 2182.84 ms
[2021-11-02 19:59:34 main:574] : INFO : Epoch 1588 | loss: 0.0310706 | val_loss: 0.0311243 | Time: 2177.38 ms
[2021-11-02 19:59:36 main:574] : INFO : Epoch 1589 | loss: 0.0310725 | val_loss: 0.031119 | Time: 2175 ms
[2021-11-02 19:59:38 main:574] : INFO : Epoch 1590 | loss: 0.0310722 | val_loss: 0.0311183 | Time: 2186.2 ms
[2021-11-02 19:59:40 main:574] : INFO : Epoch 1591 | loss: 0.0310711 | val_loss: 0.031131 | Time: 2181.82 ms
[2021-11-02 19:59:43 main:574] : INFO : Epoch 1592 | loss: 0.0310745 | val_loss: 0.0311203 | Time: 2185.41 ms
[2021-11-02 19:59:45 main:574] : INFO : Epoch 1593 | loss: 0.0310729 | val_loss: 0.0311223 | Time: 2177.99 ms
[2021-11-02 19:59:47 main:574] : INFO : Epoch 1594 | loss: 0.0310719 | val_loss: 0.031128 | Time: 2186.28 ms
[2021-11-02 19:59:49 main:574] : INFO : Epoch 1595 | loss: 0.0310746 | val_loss: 0.0311165 | Time: 2182.67 ms
[2021-11-02 19:59:51 main:574] : INFO : Epoch 1596 | loss: 0.031077 | val_loss: 0.0311242 | Time: 2181 ms
[2021-11-02 19:59:53 main:574] : INFO : Epoch 1597 | loss: 0.0310796 | val_loss: 0.0311309 | Time: 2178.37 ms
[2021-11-02 19:59:56 main:574] : INFO : Epoch 1598 | loss: 0.0310818 | val_loss: 0.0311281 | Time: 2184.47 ms
[2021-11-02 19:59:58 main:574] : INFO : Epoch 1599 | loss: 0.0310746 | val_loss: 0.0311267 | Time: 2183.09 ms
[2021-11-02 20:00:00 main:574] : INFO : Epoch 1600 | loss: 0.0310742 | val_loss: 0.0311231 | Time: 2182.75 ms
[2021-11-02 20:00:02 main:574] : INFO : Epoch 1601 | loss: 0.0310762 | val_loss: 0.0311393 | Time: 2183.58 ms
[2021-11-02 20:00:04 main:574] : INFO : Epoch 1602 | loss: 0.031085 | val_loss: 0.0311292 | Time: 2192.83 ms
[2021-11-02 20:00:07 main:574] : INFO : Epoch 1603 | loss: 0.0310771 | val_loss: 0.0311351 | Time: 2178.07 ms
[2021-11-02 20:00:09 main:574] : INFO : Epoch 1604 | loss: 0.0310756 | val_loss: 0.0311298 | Time: 2183.96 ms
[2021-11-02 20:00:11 main:574] : INFO : Epoch 1605 | loss: 0.0310726 | val_loss: 0.031129 | Time: 2174.35 ms
[2021-11-02 20:00:13 main:574] : INFO : Epoch 1606 | loss: 0.0310742 | val_loss: 0.0311236 | Time: 2185.66 ms
[2021-11-02 20:00:15 main:574] : INFO : Epoch 1607 | loss: 0.0310775 | val_loss: 0.0311226 | Time: 2175.19 ms
[2021-11-02 20:00:18 main:574] : INFO : Epoch 1608 | loss: 0.0310778 | val_loss: 0.0311161 | Time: 2188.22 ms
[2021-11-02 20:00:20 main:574] : INFO : Epoch 1609 | loss: 0.0310779 | val_loss: 0.0311222 | Time: 2174.68 ms
[2021-11-02 20:00:22 main:574] : INFO : Epoch 1610 | loss: 0.031078 | val_loss: 0.0311193 | Time: 2172.58 ms
[2021-11-02 20:00:24 main:574] : INFO : Epoch 1611 | loss: 0.0310744 | val_loss: 0.0311199 | Time: 2173.47 ms
[2021-11-02 20:00:26 main:574] : INFO : Epoch 1612 | loss: 0.0310759 | val_loss: 0.0311275 | Time: 2178.13 ms
[2021-11-02 20:00:28 main:574] : INFO : Epoch 1613 | loss: 0.0310724 | val_loss: 0.0311214 | Time: 2187.46 ms
[2021-11-02 20:00:31 main:574] : INFO : Epoch 1614 | loss: 0.0310733 | val_loss: 0.0311186 | Time: 2181.26 ms
[2021-11-02 20:00:33 main:574] : INFO : Epoch 1615 | loss: 0.0310809 | val_loss: 0.0311212 | Time: 2176.38 ms
[2021-11-02 20:00:35 main:574] : INFO : Epoch 1616 | loss: 0.0310782 | val_loss: 0.0311295 | Time: 2177.39 ms
[2021-11-02 20:00:37 main:574] : INFO : Epoch 1617 | loss: 0.031078 | val_loss: 0.0311286 | Time: 2184.65 ms
[2021-11-02 20:00:39 main:574] : INFO : Epoch 1618 | loss: 0.031074 | val_loss: 0.0311271 | Time: 2184.44 ms
[2021-11-02 20:00:42 main:574] : INFO : Epoch 1619 | loss: 0.0310755 | val_loss: 0.0311288 | Time: 2183.39 ms
[2021-11-02 20:00:44 main:574] : INFO : Epoch 1620 | loss: 0.0310729 | val_loss: 0.0311313 | Time: 2184.41 ms
[2021-11-02 20:00:46 main:574] : INFO : Epoch 1621 | loss: 0.0310721 | val_loss: 0.0311325 | Time: 2175.5 ms
[2021-11-02 20:00:48 main:574] : INFO : Epoch 1622 | loss: 0.0310693 | val_loss: 0.0311328 | Time: 2193.36 ms
[2021-11-02 20:00:50 main:574] : INFO : Epoch 1623 | loss: 0.0310706 | val_loss: 0.031134 | Time: 2199.63 ms
[2021-11-02 20:00:53 main:574] : INFO : Epoch 1624 | loss: 0.0310703 | val_loss: 0.0311394 | Time: 2175.8 ms
[2021-11-02 20:00:55 main:574] : INFO : Epoch 1625 | loss: 0.03107 | val_loss: 0.0311326 | Time: 2180.03 ms
[2021-11-02 20:00:57 main:574] : INFO : Epoch 1626 | loss: 0.0310698 | val_loss: 0.0311315 | Time: 2193.82 ms
[2021-11-02 20:00:59 main:574] : INFO : Epoch 1627 | loss: 0.0310693 | val_loss: 0.0311298 | Time: 2175.3 ms
[2021-11-02 20:01:01 main:574] : INFO : Epoch 1628 | loss: 0.0310746 | val_loss: 0.0311319 | Time: 2177.03 ms
[2021-11-02 20:01:03 main:574] : INFO : Epoch 1629 | loss: 0.0310759 | val_loss: 0.0311351 | Time: 2184.63 ms
[2021-11-02 20:01:06 main:574] : INFO : Epoch 1630 | loss: 0.0310756 | val_loss: 0.0311317 | Time: 2180.52 ms
[2021-11-02 20:01:08 main:574] : INFO : Epoch 1631 | loss: 0.0310721 | val_loss: 0.0311287 | Time: 2178.16 ms
[2021-11-02 20:01:10 main:574] : INFO : Epoch 1632 | loss: 0.0310713 | val_loss: 0.0311234 | Time: 2175.69 ms
[2021-11-02 20:01:12 main:574] : INFO : Epoch 1633 | loss: 0.0310675 | val_loss: 0.0311286 | Time: 2178.76 ms
[2021-11-02 20:01:14 main:574] : INFO : Epoch 1634 | loss: 0.0310669 | val_loss: 0.03114 | Time: 2210.57 ms
[2021-11-02 20:01:17 main:574] : INFO : Epoch 1635 | loss: 0.0310773 | val_loss: 0.0311326 | Time: 2174.51 ms
[2021-11-02 20:01:19 main:574] : INFO : Epoch 1636 | loss: 0.0310725 | val_loss: 0.0311163 | Time: 2181.19 ms
[2021-11-02 20:01:21 main:574] : INFO : Epoch 1637 | loss: 0.0310728 | val_loss: 0.0311316 | Time: 2180.35 ms
[2021-11-02 20:01:23 main:574] : INFO : Epoch 1638 | loss: 0.0310739 | val_loss: 0.0311384 | Time: 2177.2 ms
[2021-11-02 20:01:25 main:574] : INFO : Epoch 1639 | loss: 0.0310703 | val_loss: 0.0311294 | Time: 2174.29 ms
[2021-11-02 20:01:27 main:574] : INFO : Epoch 1640 | loss: 0.0310677 | val_loss: 0.031121 | Time: 2175.64 ms
[2021-11-02 20:01:30 main:574] : INFO : Epoch 1641 | loss: 0.0310712 | val_loss: 0.0311249 | Time: 2181.96 ms
[2021-11-02 20:01:32 main:574] : INFO : Epoch 1642 | loss: 0.03107 | val_loss: 0.0311273 | Time: 2180.55 ms
[2021-11-02 20:01:34 main:574] : INFO : Epoch 1643 | loss: 0.0310709 | val_loss: 0.0311324 | Time: 2178.32 ms
[2021-11-02 20:01:36 main:574] : INFO : Epoch 1644 | loss: 0.031071 | val_loss: 0.0311312 | Time: 2175.82 ms
[2021-11-02 20:01:38 main:574] : INFO : Epoch 1645 | loss: 0.0310732 | val_loss: 0.0311318 | Time: 2177.45 ms
[2021-11-02 20:01:41 main:574] : INFO : Epoch 1646 | loss: 0.03107 | val_loss: 0.0311334 | Time: 2189.15 ms
[2021-11-02 20:01:43 main:574] : INFO : Epoch 1647 | loss: 0.0310692 | val_loss: 0.0311283 | Time: 2184.21 ms
[2021-11-02 20:01:45 main:574] : INFO : Epoch 1648 | loss: 0.0310718 | val_loss: 0.0311248 | Time: 2198.25 ms
[2021-11-02 20:01:47 main:574] : INFO : Epoch 1649 | loss: 0.0310789 | val_loss: 0.0311206 | Time: 2171.31 ms
[2021-11-02 20:01:49 main:574] : INFO : Epoch 1650 | loss: 0.0310774 | val_loss: 0.0311338 | Time: 2201.74 ms
[2021-11-02 20:01:52 main:574] : INFO : Epoch 1651 | loss: 0.0310793 | val_loss: 0.0311246 | Time: 2173.73 ms
[2021-11-02 20:01:54 main:574] : INFO : Epoch 1652 | loss: 0.031078 | val_loss: 0.0311375 | Time: 2174.95 ms
[2021-11-02 20:01:56 main:574] : INFO : Epoch 1653 | loss: 0.0310769 | val_loss: 0.0311332 | Time: 2184.89 ms
[2021-11-02 20:01:58 main:574] : INFO : Epoch 1654 | loss: 0.0310729 | val_loss: 0.0311261 | Time: 2192.07 ms
[2021-11-02 20:02:00 main:574] : INFO : Epoch 1655 | loss: 0.03107 | val_loss: 0.0311234 | Time: 2183.13 ms
[2021-11-02 20:02:02 main:574] : INFO : Epoch 1656 | loss: 0.0310712 | val_loss: 0.0311261 | Time: 2182.2 ms
[2021-11-02 20:02:05 main:574] : INFO : Epoch 1657 | loss: 0.0310693 | val_loss: 0.0311226 | Time: 2181.2 ms
[2021-11-02 20:02:07 main:574] : INFO : Epoch 1658 | loss: 0.0310768 | val_loss: 0.0311202 | Time: 2178.05 ms
[2021-11-02 20:02:09 main:574] : INFO : Epoch 1659 | loss: 0.0310715 | val_loss: 0.0311233 | Time: 2177.26 ms
[2021-11-02 20:02:11 main:574] : INFO : Epoch 1660 | loss: 0.0310693 | val_loss: 0.0311227 | Time: 2183.05 ms
[2021-11-02 20:02:13 main:574] : INFO : Epoch 1661 | loss: 0.0310686 | val_loss: 0.0311338 | Time: 2184.69 ms
[2021-11-02 20:02:16 main:574] : INFO : Epoch 1662 | loss: 0.0310695 | val_loss: 0.031129 | Time: 2191.54 ms
[2021-11-02 20:02:18 main:574] : INFO : Epoch 1663 | loss: 0.031076 | val_loss: 0.0311333 | Time: 2179.21 ms
[2021-11-02 20:02:20 main:574] : INFO : Epoch 1664 | loss: 0.0310757 | val_loss: 0.0311205 | Time: 2179.02 ms
[2021-11-02 20:02:22 main:574] : INFO : Epoch 1665 | loss: 0.0310732 | val_loss: 0.0311247 | Time: 2179.8 ms
[2021-11-02 20:02:24 main:574] : INFO : Epoch 1666 | loss: 0.0310733 | val_loss: 0.0311247 | Time: 2176.05 ms
[2021-11-02 20:02:26 main:574] : INFO : Epoch 1667 | loss: 0.03107 | val_loss: 0.0311223 | Time: 2184.93 ms
[2021-11-02 20:02:29 main:574] : INFO : Epoch 1668 | loss: 0.031072 | val_loss: 0.0311274 | Time: 2179.16 ms
[2021-11-02 20:02:31 main:574] : INFO : Epoch 1669 | loss: 0.0310737 | val_loss: 0.031133 | Time: 2196.02 ms
[2021-11-02 20:02:33 main:574] : INFO : Epoch 1670 | loss: 0.0310701 | val_loss: 0.0311219 | Time: 2174.85 ms
[2021-11-02 20:02:35 main:574] : INFO : Epoch 1671 | loss: 0.0310717 | val_loss: 0.0311231 | Time: 2184.54 ms
[2021-11-02 20:02:37 main:574] : INFO : Epoch 1672 | loss: 0.0310694 | val_loss: 0.03113 | Time: 2176.57 ms
[2021-11-02 20:02:40 main:574] : INFO : Epoch 1673 | loss: 0.0310702 | val_loss: 0.0311321 | Time: 2187.48 ms
[2021-11-02 20:02:42 main:574] : INFO : Epoch 1674 | loss: 0.0310711 | val_loss: 0.0311217 | Time: 2177.1 ms
[2021-11-02 20:02:44 main:574] : INFO : Epoch 1675 | loss: 0.0310703 | val_loss: 0.0311279 | Time: 2180.37 ms
[2021-11-02 20:02:46 main:574] : INFO : Epoch 1676 | loss: 0.0310771 | val_loss: 0.0311244 | Time: 2186.89 ms
[2021-11-02 20:02:48 main:574] : INFO : Epoch 1677 | loss: 0.0310801 | val_loss: 0.0311366 | Time: 2178.78 ms
[2021-11-02 20:02:51 main:574] : INFO : Epoch 1678 | loss: 0.03108 | val_loss: 0.031127 | Time: 2182.8 ms
[2021-11-02 20:02:53 main:574] : INFO : Epoch 1679 | loss: 0.031076 | val_loss: 0.0311283 | Time: 2176.41 ms
[2021-11-02 20:02:55 main:574] : INFO : Epoch 1680 | loss: 0.0310725 | val_loss: 0.0311299 | Time: 2172.7 ms
[2021-11-02 20:02:57 main:574] : INFO : Epoch 1681 | loss: 0.0310702 | val_loss: 0.0311256 | Time: 2180.71 ms
[2021-11-02 20:02:59 main:574] : INFO : Epoch 1682 | loss: 0.0310701 | val_loss: 0.0311396 | Time: 2189.98 ms
[2021-11-02 20:03:01 main:574] : INFO : Epoch 1683 | loss: 0.0310724 | val_loss: 0.0311322 | Time: 2176.63 ms
[2021-11-02 20:03:04 main:574] : INFO : Epoch 1684 | loss: 0.0310689 | val_loss: 0.0311344 | Time: 2179.14 ms
[2021-11-02 20:03:06 main:574] : INFO : Epoch 1685 | loss: 0.0310698 | val_loss: 0.0311345 | Time: 2187.97 ms
[2021-11-02 20:03:08 main:574] : INFO : Epoch 1686 | loss: 0.0310711 | val_loss: 0.0311232 | Time: 2173.74 ms
[2021-11-02 20:03:10 main:574] : INFO : Epoch 1687 | loss: 0.0310687 | val_loss: 0.0311302 | Time: 2180.57 ms
[2021-11-02 20:03:12 main:574] : INFO : Epoch 1688 | loss: 0.031072 | val_loss: 0.0311363 | Time: 2174.49 ms
[2021-11-02 20:03:15 main:574] : INFO : Epoch 1689 | loss: 0.0310742 | val_loss: 0.0311268 | Time: 2183.82 ms
[2021-11-02 20:03:17 main:574] : INFO : Epoch 1690 | loss: 0.0310735 | val_loss: 0.0311234 | Time: 2204.02 ms
[2021-11-02 20:03:19 main:574] : INFO : Epoch 1691 | loss: 0.0310738 | val_loss: 0.0311237 | Time: 2171.89 ms
[2021-11-02 20:03:21 main:574] : INFO : Epoch 1692 | loss: 0.0310709 | val_loss: 0.0311298 | Time: 2180.86 ms
[2021-11-02 20:03:23 main:574] : INFO : Epoch 1693 | loss: 0.031069 | val_loss: 0.0311247 | Time: 2175.98 ms
[2021-11-02 20:03:25 main:574] : INFO : Epoch 1694 | loss: 0.0310687 | val_loss: 0.0311312 | Time: 2182.85 ms
[2021-11-02 20:03:28 main:574] : INFO : Epoch 1695 | loss: 0.0310695 | val_loss: 0.0311326 | Time: 2178.11 ms
[2021-11-02 20:03:30 main:574] : INFO : Epoch 1696 | loss: 0.0310702 | val_loss: 0.0311352 | Time: 2178.88 ms
[2021-11-02 20:03:32 main:574] : INFO : Epoch 1697 | loss: 0.0310737 | val_loss: 0.0311255 | Time: 2175.37 ms
[2021-11-02 20:03:34 main:574] : INFO : Epoch 1698 | loss: 0.0310807 | val_loss: 0.0311353 | Time: 2178.7 ms
[2021-11-02 20:03:36 main:574] : INFO : Epoch 1699 | loss: 0.0310812 | val_loss: 0.0311213 | Time: 2179.34 ms
[2021-11-02 20:03:39 main:574] : INFO : Epoch 1700 | loss: 0.0310766 | val_loss: 0.0311244 | Time: 2179.49 ms
[2021-11-02 20:03:41 main:574] : INFO : Epoch 1701 | loss: 0.0310714 | val_loss: 0.0311258 | Time: 2176.46 ms
[2021-11-02 20:03:43 main:574] : INFO : Epoch 1702 | loss: 0.0310685 | val_loss: 0.0311303 | Time: 2180.24 ms
[2021-11-02 20:03:45 main:574] : INFO : Epoch 1703 | loss: 0.0310786 | val_loss: 0.0311218 | Time: 2189.07 ms
[2021-11-02 20:03:47 main:574] : INFO : Epoch 1704 | loss: 0.0310929 | val_loss: 0.0311351 | Time: 2185.91 ms
[2021-11-02 20:03:50 main:574] : INFO : Epoch 1705 | loss: 0.031099 | val_loss: 0.0311306 | Time: 2181.87 ms
[2021-11-02 20:03:52 main:574] : INFO : Epoch 1706 | loss: 0.0310881 | val_loss: 0.0311273 | Time: 2186.34 ms
[2021-11-02 20:03:54 main:574] : INFO : Epoch 1707 | loss: 0.0310838 | val_loss: 0.0311202 | Time: 2178.58 ms
[2021-11-02 20:03:56 main:574] : INFO : Epoch 1708 | loss: 0.0310791 | val_loss: 0.0311229 | Time: 2182.13 ms
[2021-11-02 20:03:58 main:574] : INFO : Epoch 1709 | loss: 0.0310749 | val_loss: 0.0311198 | Time: 2179.22 ms
[2021-11-02 20:04:00 main:574] : INFO : Epoch 1710 | loss: 0.0310734 | val_loss: 0.0311219 | Time: 2185.28 ms
[2021-11-02 20:04:03 main:574] : INFO : Epoch 1711 | loss: 0.0310729 | val_loss: 0.0311217 | Time: 2180.08 ms
[2021-11-02 20:04:05 main:574] : INFO : Epoch 1712 | loss: 0.03107 | val_loss: 0.0311274 | Time: 2176.81 ms
[2021-11-02 20:04:07 main:574] : INFO : Epoch 1713 | loss: 0.0310711 | val_loss: 0.0311264 | Time: 2184.01 ms
[2021-11-02 20:04:09 main:574] : INFO : Epoch 1714 | loss: 0.0310714 | val_loss: 0.0311292 | Time: 2170.54 ms
[2021-11-02 20:04:11 main:574] : INFO : Epoch 1715 | loss: 0.0310733 | val_loss: 0.0311301 | Time: 2175.73 ms
[2021-11-02 20:04:14 main:574] : INFO : Epoch 1716 | loss: 0.0310723 | val_loss: 0.0311299 | Time: 2186.87 ms
[2021-11-02 20:04:16 main:574] : INFO : Epoch 1717 | loss: 0.0310709 | val_loss: 0.0311297 | Time: 2183 ms
[2021-11-02 20:04:18 main:574] : INFO : Epoch 1718 | loss: 0.0310718 | val_loss: 0.0311254 | Time: 2184.47 ms
[2021-11-02 20:04:20 main:574] : INFO : Epoch 1719 | loss: 0.0310685 | val_loss: 0.0311267 | Time: 2174.45 ms
[2021-11-02 20:04:22 main:574] : INFO : Epoch 1720 | loss: 0.0310682 | val_loss: 0.0311354 | Time: 2185.31 ms
[2021-11-02 20:04:24 main:574] : INFO : Epoch 1721 | loss: 0.0310683 | val_loss: 0.0311291 | Time: 2174.29 ms
[2021-11-02 20:04:27 main:574] : INFO : Epoch 1722 | loss: 0.0310705 | val_loss: 0.0311324 | Time: 2167.96 ms
[2021-11-02 20:04:29 main:574] : INFO : Epoch 1723 | loss: 0.0310667 | val_loss: 0.0311235 | Time: 2177.66 ms
[2021-11-02 20:04:31 main:574] : INFO : Epoch 1724 | loss: 0.0310682 | val_loss: 0.0311237 | Time: 2180.22 ms
[2021-11-02 20:04:33 main:574] : INFO : Epoch 1725 | loss: 0.0310676 | val_loss: 0.0311302 | Time: 2183.68 ms
[2021-11-02 20:04:35 main:574] : INFO : Epoch 1726 | loss: 0.0310666 | val_loss: 0.03114 | Time: 2184.54 ms
[2021-11-02 20:04:38 main:574] : INFO : Epoch 1727 | loss: 0.0310691 | val_loss: 0.0311287 | Time: 2180.64 ms
[2021-11-02 20:04:40 main:574] : INFO : Epoch 1728 | loss: 0.0310694 | val_loss: 0.0311239 | Time: 2178.29 ms
[2021-11-02 20:04:42 main:574] : INFO : Epoch 1729 | loss: 0.0310664 | val_loss: 0.0311275 | Time: 2178.55 ms
[2021-11-02 20:04:44 main:574] : INFO : Epoch 1730 | loss: 0.0310768 | val_loss: 0.0311365 | Time: 2177.19 ms
[2021-11-02 20:04:46 main:574] : INFO : Epoch 1731 | loss: 0.031082 | val_loss: 0.0311252 | Time: 2186.31 ms
[2021-11-02 20:04:49 main:574] : INFO : Epoch 1732 | loss: 0.0310792 | val_loss: 0.0311237 | Time: 2183.88 ms
[2021-11-02 20:04:51 main:574] : INFO : Epoch 1733 | loss: 0.0310772 | val_loss: 0.0311218 | Time: 2178.01 ms
[2021-11-02 20:04:53 main:574] : INFO : Epoch 1734 | loss: 0.0310751 | val_loss: 0.0311246 | Time: 2187.22 ms
[2021-11-02 20:04:55 main:574] : INFO : Epoch 1735 | loss: 0.0310726 | val_loss: 0.031133 | Time: 2182.31 ms
[2021-11-02 20:04:57 main:574] : INFO : Epoch 1736 | loss: 0.0310714 | val_loss: 0.0311309 | Time: 2180.79 ms
[2021-11-02 20:04:59 main:574] : INFO : Epoch 1737 | loss: 0.031069 | val_loss: 0.0311314 | Time: 2184.19 ms
[2021-11-02 20:05:02 main:574] : INFO : Epoch 1738 | loss: 0.0310704 | val_loss: 0.0311299 | Time: 2198.33 ms
[2021-11-02 20:05:04 main:574] : INFO : Epoch 1739 | loss: 0.0310695 | val_loss: 0.0311307 | Time: 2173.86 ms
[2021-11-02 20:05:06 main:574] : INFO : Epoch 1740 | loss: 0.0310683 | val_loss: 0.0311319 | Time: 2176.9 ms
[2021-11-02 20:05:08 main:574] : INFO : Epoch 1741 | loss: 0.0310694 | val_loss: 0.0311281 | Time: 2189.4 ms
[2021-11-02 20:05:10 main:574] : INFO : Epoch 1742 | loss: 0.0310782 | val_loss: 0.0311251 | Time: 2183.53 ms
[2021-11-02 20:05:13 main:574] : INFO : Epoch 1743 | loss: 0.0310786 | val_loss: 0.0311244 | Time: 2175.6 ms
[2021-11-02 20:05:15 main:574] : INFO : Epoch 1744 | loss: 0.0310739 | val_loss: 0.0311321 | Time: 2184.34 ms
[2021-11-02 20:05:17 main:574] : INFO : Epoch 1745 | loss: 0.0310703 | val_loss: 0.0311255 | Time: 2180.48 ms
[2021-11-02 20:05:19 main:574] : INFO : Epoch 1746 | loss: 0.0310683 | val_loss: 0.0311297 | Time: 2192.12 ms
[2021-11-02 20:05:21 main:574] : INFO : Epoch 1747 | loss: 0.031071 | val_loss: 0.0311292 | Time: 2175.04 ms
[2021-11-02 20:05:24 main:574] : INFO : Epoch 1748 | loss: 0.0310699 | val_loss: 0.0311242 | Time: 2168.87 ms
[2021-11-02 20:05:26 main:574] : INFO : Epoch 1749 | loss: 0.0310658 | val_loss: 0.031127 | Time: 2176.01 ms
[2021-11-02 20:05:28 main:574] : INFO : Epoch 1750 | loss: 0.0310655 | val_loss: 0.0311342 | Time: 2180.55 ms
[2021-11-02 20:05:30 main:574] : INFO : Epoch 1751 | loss: 0.0310667 | val_loss: 0.0311299 | Time: 2180.87 ms
[2021-11-02 20:05:32 main:574] : INFO : Epoch 1752 | loss: 0.0310752 | val_loss: 0.0311372 | Time: 2187.75 ms
[2021-11-02 20:05:34 main:574] : INFO : Epoch 1753 | loss: 0.031075 | val_loss: 0.0311313 | Time: 2181.42 ms
[2021-11-02 20:05:37 main:574] : INFO : Epoch 1754 | loss: 0.0310695 | val_loss: 0.031129 | Time: 2175.98 ms
[2021-11-02 20:05:39 main:574] : INFO : Epoch 1755 | loss: 0.0310731 | val_loss: 0.0311307 | Time: 2175.21 ms
[2021-11-02 20:05:41 main:574] : INFO : Epoch 1756 | loss: 0.0310696 | val_loss: 0.0311273 | Time: 2176.25 ms
[2021-11-02 20:05:43 main:574] : INFO : Epoch 1757 | loss: 0.0310685 | val_loss: 0.0311317 | Time: 2179 ms
[2021-11-02 20:05:45 main:574] : INFO : Epoch 1758 | loss: 0.0310655 | val_loss: 0.0311223 | Time: 2179.67 ms
[2021-11-02 20:05:48 main:574] : INFO : Epoch 1759 | loss: 0.0310638 | val_loss: 0.0311238 | Time: 2183.33 ms
[2021-11-02 20:05:50 main:574] : INFO : Epoch 1760 | loss: 0.031067 | val_loss: 0.0311325 | Time: 2195.11 ms
[2021-11-02 20:05:52 main:574] : INFO : Epoch 1761 | loss: 0.0310661 | val_loss: 0.0311241 | Time: 2180.92 ms
[2021-11-02 20:05:54 main:574] : INFO : Epoch 1762 | loss: 0.0310625 | val_loss: 0.0311218 | Time: 2177.59 ms
[2021-11-02 20:05:56 main:574] : INFO : Epoch 1763 | loss: 0.0310671 | val_loss: 0.0311263 | Time: 2168.54 ms
[2021-11-02 20:05:58 main:574] : INFO : Epoch 1764 | loss: 0.0310637 | val_loss: 0.0311216 | Time: 2185.7 ms
[2021-11-02 20:06:01 main:574] : INFO : Epoch 1765 | loss: 0.0310641 | val_loss: 0.0311203 | Time: 2178.21 ms
[2021-11-02 20:06:03 main:574] : INFO : Epoch 1766 | loss: 0.0310627 | val_loss: 0.0311265 | Time: 2188.92 ms
[2021-11-02 20:06:05 main:574] : INFO : Epoch 1767 | loss: 0.0310646 | val_loss: 0.0311394 | Time: 2179.8 ms
[2021-11-02 20:06:07 main:574] : INFO : Epoch 1768 | loss: 0.0310667 | val_loss: 0.0311316 | Time: 2173.39 ms
[2021-11-02 20:06:09 main:574] : INFO : Epoch 1769 | loss: 0.0310649 | val_loss: 0.0311279 | Time: 2184.33 ms
[2021-11-02 20:06:12 main:574] : INFO : Epoch 1770 | loss: 0.0310622 | val_loss: 0.0311363 | Time: 2181.08 ms
[2021-11-02 20:06:14 main:574] : INFO : Epoch 1771 | loss: 0.0310621 | val_loss: 0.0311298 | Time: 2179.5 ms
[2021-11-02 20:06:16 main:574] : INFO : Epoch 1772 | loss: 0.0310632 | val_loss: 0.0311303 | Time: 2171.23 ms
[2021-11-02 20:06:18 main:574] : INFO : Epoch 1773 | loss: 0.0310622 | val_loss: 0.0311332 | Time: 2188.16 ms
[2021-11-02 20:06:20 main:574] : INFO : Epoch 1774 | loss: 0.0310598 | val_loss: 0.0311275 | Time: 2194.69 ms
[2021-11-02 20:06:23 main:574] : INFO : Epoch 1775 | loss: 0.0310607 | val_loss: 0.0311247 | Time: 2175.08 ms
[2021-11-02 20:06:25 main:574] : INFO : Epoch 1776 | loss: 0.0310614 | val_loss: 0.031139 | Time: 2181.11 ms
[2021-11-02 20:06:27 main:574] : INFO : Epoch 1777 | loss: 0.0310641 | val_loss: 0.0311331 | Time: 2186.69 ms
[2021-11-02 20:06:29 main:574] : INFO : Epoch 1778 | loss: 0.0310595 | val_loss: 0.0311287 | Time: 2171.76 ms
[2021-11-02 20:06:31 main:574] : INFO : Epoch 1779 | loss: 0.031056 | val_loss: 0.03113 | Time: 2173.77 ms
[2021-11-02 20:06:33 main:574] : INFO : Epoch 1780 | loss: 0.0310586 | val_loss: 0.03114 | Time: 2192.35 ms
[2021-11-02 20:06:36 main:574] : INFO : Epoch 1781 | loss: 0.0310617 | val_loss: 0.0311347 | Time: 2183.67 ms
[2021-11-02 20:06:38 main:574] : INFO : Epoch 1782 | loss: 0.0310703 | val_loss: 0.0311282 | Time: 2184.15 ms
[2021-11-02 20:06:40 main:574] : INFO : Epoch 1783 | loss: 0.031068 | val_loss: 0.0311258 | Time: 2183.19 ms
[2021-11-02 20:06:42 main:574] : INFO : Epoch 1784 | loss: 0.031068 | val_loss: 0.0311301 | Time: 2174.8 ms
[2021-11-02 20:06:44 main:574] : INFO : Epoch 1785 | loss: 0.0310662 | val_loss: 0.0311328 | Time: 2179.67 ms
[2021-11-02 20:06:47 main:574] : INFO : Epoch 1786 | loss: 0.0310678 | val_loss: 0.0311283 | Time: 2186.29 ms
[2021-11-02 20:06:49 main:574] : INFO : Epoch 1787 | loss: 0.0310683 | val_loss: 0.0311218 | Time: 2181.75 ms
[2021-11-02 20:06:51 main:574] : INFO : Epoch 1788 | loss: 0.0310681 | val_loss: 0.0311255 | Time: 2193.09 ms
[2021-11-02 20:06:53 main:574] : INFO : Epoch 1789 | loss: 0.0310671 | val_loss: 0.0311448 | Time: 2174.44 ms
[2021-11-02 20:06:55 main:574] : INFO : Epoch 1790 | loss: 0.0310684 | val_loss: 0.0311256 | Time: 2184.01 ms
[2021-11-02 20:06:58 main:574] : INFO : Epoch 1791 | loss: 0.0310646 | val_loss: 0.0311273 | Time: 2186.22 ms
[2021-11-02 20:07:00 main:574] : INFO : Epoch 1792 | loss: 0.0310734 | val_loss: 0.0311339 | Time: 2191.12 ms
[2021-11-02 20:07:02 main:574] : INFO : Epoch 1793 | loss: 0.0310699 | val_loss: 0.0311271 | Time: 2180.18 ms
[2021-11-02 20:07:04 main:574] : INFO : Epoch 1794 | loss: 0.0310659 | val_loss: 0.0311238 | Time: 2190.24 ms
[2021-11-02 20:07:06 main:574] : INFO : Epoch 1795 | loss: 0.0310621 | val_loss: 0.0311207 | Time: 2179.31 ms
[2021-11-02 20:07:08 main:574] : INFO : Epoch 1796 | loss: 0.0310649 | val_loss: 0.0311262 | Time: 2173.81 ms
[2021-11-02 20:07:11 main:574] : INFO : Epoch 1797 | loss: 0.031062 | val_loss: 0.0311262 | Time: 2182.47 ms
[2021-11-02 20:07:13 main:574] : INFO : Epoch 1798 | loss: 0.0310638 | val_loss: 0.0311265 | Time: 2181.53 ms
[2021-11-02 20:07:15 main:574] : INFO : Epoch 1799 | loss: 0.0310677 | val_loss: 0.0311231 | Time: 2171.7 ms
[2021-11-02 20:07:17 main:574] : INFO : Epoch 1800 | loss: 0.0310975 | val_loss: 0.0311255 | Time: 2182.51 ms
[2021-11-02 20:07:19 main:574] : INFO : Epoch 1801 | loss: 0.0310956 | val_loss: 0.0311304 | Time: 2178.33 ms
[2021-11-02 20:07:22 main:574] : INFO : Epoch 1802 | loss: 0.0310941 | val_loss: 0.0311266 | Time: 2195.42 ms
[2021-11-02 20:07:24 main:574] : INFO : Epoch 1803 | loss: 0.031091 | val_loss: 0.0311219 | Time: 2184.38 ms
[2021-11-02 20:07:26 main:574] : INFO : Epoch 1804 | loss: 0.0310871 | val_loss: 0.0311225 | Time: 2178.88 ms
[2021-11-02 20:07:28 main:574] : INFO : Epoch 1805 | loss: 0.0310839 | val_loss: 0.0311172 | Time: 2178.3 ms
[2021-11-02 20:07:30 main:574] : INFO : Epoch 1806 | loss: 0.031084 | val_loss: 0.0311203 | Time: 2191.87 ms
[2021-11-02 20:07:32 main:574] : INFO : Epoch 1807 | loss: 0.0310793 | val_loss: 0.0311254 | Time: 2174.13 ms
[2021-11-02 20:07:35 main:574] : INFO : Epoch 1808 | loss: 0.0310781 | val_loss: 0.0311188 | Time: 2191.76 ms
[2021-11-02 20:07:37 main:574] : INFO : Epoch 1809 | loss: 0.031075 | val_loss: 0.0311178 | Time: 2184.71 ms
[2021-11-02 20:07:39 main:574] : INFO : Epoch 1810 | loss: 0.0310751 | val_loss: 0.031123 | Time: 2182.25 ms
[2021-11-02 20:07:41 main:574] : INFO : Epoch 1811 | loss: 0.0310778 | val_loss: 0.03113 | Time: 2182.2 ms
[2021-11-02 20:07:43 main:574] : INFO : Epoch 1812 | loss: 0.031077 | val_loss: 0.0311372 | Time: 2172.48 ms
[2021-11-02 20:07:46 main:574] : INFO : Epoch 1813 | loss: 0.0310766 | val_loss: 0.0311272 | Time: 2184.42 ms
[2021-11-02 20:07:48 main:574] : INFO : Epoch 1814 | loss: 0.0310773 | val_loss: 0.0311246 | Time: 2181.22 ms
[2021-11-02 20:07:50 main:574] : INFO : Epoch 1815 | loss: 0.0310788 | val_loss: 0.0311246 | Time: 2178.32 ms
[2021-11-02 20:07:52 main:574] : INFO : Epoch 1816 | loss: 0.0310785 | val_loss: 0.031117 | Time: 2181.03 ms
[2021-11-02 20:07:54 main:574] : INFO : Epoch 1817 | loss: 0.0310748 | val_loss: 0.031125 | Time: 2186.32 ms
[2021-11-02 20:07:57 main:574] : INFO : Epoch 1818 | loss: 0.0310822 | val_loss: 0.0311216 | Time: 2187.34 ms
[2021-11-02 20:07:59 main:574] : INFO : Epoch 1819 | loss: 0.031079 | val_loss: 0.0311219 | Time: 2170.74 ms
[2021-11-02 20:08:01 main:574] : INFO : Epoch 1820 | loss: 0.0310881 | val_loss: 0.0311311 | Time: 2172.15 ms
[2021-11-02 20:08:03 main:574] : INFO : Epoch 1821 | loss: 0.0310862 | val_loss: 0.0311162 | Time: 2175.93 ms
[2021-11-02 20:08:05 main:574] : INFO : Epoch 1822 | loss: 0.0310811 | val_loss: 0.0311218 | Time: 2192.88 ms
[2021-11-02 20:08:07 main:574] : INFO : Epoch 1823 | loss: 0.0310802 | val_loss: 0.0311213 | Time: 2179.75 ms
[2021-11-02 20:08:10 main:574] : INFO : Epoch 1824 | loss: 0.031081 | val_loss: 0.0311234 | Time: 2169.87 ms
[2021-11-02 20:08:12 main:574] : INFO : Epoch 1825 | loss: 0.031081 | val_loss: 0.0311147 | Time: 2174.01 ms
[2021-11-02 20:08:14 main:574] : INFO : Epoch 1826 | loss: 0.0310768 | val_loss: 0.0311171 | Time: 2181.05 ms
[2021-11-02 20:08:16 main:574] : INFO : Epoch 1827 | loss: 0.031073 | val_loss: 0.0311177 | Time: 2168.41 ms
[2021-11-02 20:08:18 main:574] : INFO : Epoch 1828 | loss: 0.0310697 | val_loss: 0.0311176 | Time: 2185.86 ms
[2021-11-02 20:08:21 main:574] : INFO : Epoch 1829 | loss: 0.0310743 | val_loss: 0.0311276 | Time: 2183.58 ms
[2021-11-02 20:08:23 main:574] : INFO : Epoch 1830 | loss: 0.0310747 | val_loss: 0.0311213 | Time: 2187.42 ms
[2021-11-02 20:08:25 main:574] : INFO : Epoch 1831 | loss: 0.0310714 | val_loss: 0.0311154 | Time: 2169.83 ms
[2021-11-02 20:08:27 main:574] : INFO : Epoch 1832 | loss: 0.0310732 | val_loss: 0.0311316 | Time: 2178.58 ms
[2021-11-02 20:08:29 main:574] : INFO : Epoch 1833 | loss: 0.0310772 | val_loss: 0.0311131 | Time: 2178.76 ms
[2021-11-02 20:08:31 main:574] : INFO : Epoch 1834 | loss: 0.0310751 | val_loss: 0.0311343 | Time: 2190.29 ms
[2021-11-02 20:08:34 main:574] : INFO : Epoch 1835 | loss: 0.0310789 | val_loss: 0.0311138 | Time: 2173.88 ms
[2021-11-02 20:08:36 main:574] : INFO : Epoch 1836 | loss: 0.031073 | val_loss: 0.0311127 | Time: 2188.02 ms
[2021-11-02 20:08:38 main:574] : INFO : Epoch 1837 | loss: 0.0310694 | val_loss: 0.0311252 | Time: 2187.62 ms
[2021-11-02 20:08:40 main:574] : INFO : Epoch 1838 | loss: 0.0310698 | val_loss: 0.0311264 | Time: 2180.58 ms
[2021-11-02 20:08:42 main:574] : INFO : Epoch 1839 | loss: 0.0310664 | val_loss: 0.0311249 | Time: 2178.02 ms
[2021-11-02 20:08:45 main:574] : INFO : Epoch 1840 | loss: 0.0310661 | val_loss: 0.0311204 | Time: 2170.5 ms
[2021-11-02 20:08:47 main:574] : INFO : Epoch 1841 | loss: 0.0310671 | val_loss: 0.0311177 | Time: 2188.29 ms
[2021-11-02 20:08:49 main:574] : INFO : Epoch 1842 | loss: 0.031064 | val_loss: 0.0311248 | Time: 2175.63 ms
[2021-11-02 20:08:51 main:574] : INFO : Epoch 1843 | loss: 0.0310643 | val_loss: 0.0311201 | Time: 2177.11 ms
[2021-11-02 20:08:53 main:574] : INFO : Epoch 1844 | loss: 0.0310644 | val_loss: 0.0311217 | Time: 2187.2 ms
[2021-11-02 20:08:55 main:574] : INFO : Epoch 1845 | loss: 0.0310681 | val_loss: 0.0311188 | Time: 2172.53 ms
[2021-11-02 20:08:58 main:574] : INFO : Epoch 1846 | loss: 0.0310731 | val_loss: 0.0311219 | Time: 2197.35 ms
[2021-11-02 20:09:00 main:574] : INFO : Epoch 1847 | loss: 0.0310708 | val_loss: 0.031119 | Time: 2177.96 ms
[2021-11-02 20:09:02 main:574] : INFO : Epoch 1848 | loss: 0.0310701 | val_loss: 0.0311184 | Time: 2175.04 ms
[2021-11-02 20:09:04 main:574] : INFO : Epoch 1849 | loss: 0.0310688 | val_loss: 0.0311205 | Time: 2177.13 ms
[2021-11-02 20:09:06 main:574] : INFO : Epoch 1850 | loss: 0.0310664 | val_loss: 0.0311253 | Time: 2182.3 ms
[2021-11-02 20:09:09 main:574] : INFO : Epoch 1851 | loss: 0.0310657 | val_loss: 0.031129 | Time: 2189.8 ms
[2021-11-02 20:09:11 main:574] : INFO : Epoch 1852 | loss: 0.0310639 | val_loss: 0.0311336 | Time: 2179.09 ms
[2021-11-02 20:09:13 main:574] : INFO : Epoch 1853 | loss: 0.0310624 | val_loss: 0.0311236 | Time: 2180.64 ms
[2021-11-02 20:09:15 main:574] : INFO : Epoch 1854 | loss: 0.0310634 | val_loss: 0.03112 | Time: 2180.11 ms
[2021-11-02 20:09:17 main:574] : INFO : Epoch 1855 | loss: 0.0310633 | val_loss: 0.0311229 | Time: 2171.84 ms
[2021-11-02 20:09:19 main:574] : INFO : Epoch 1856 | loss: 0.0310647 | val_loss: 0.0311214 | Time: 2183.35 ms
[2021-11-02 20:09:22 main:574] : INFO : Epoch 1857 | loss: 0.0310689 | val_loss: 0.0311257 | Time: 2185.54 ms
[2021-11-02 20:09:24 main:574] : INFO : Epoch 1858 | loss: 0.0310733 | val_loss: 0.0311171 | Time: 2198.67 ms
[2021-11-02 20:09:26 main:574] : INFO : Epoch 1859 | loss: 0.0310732 | val_loss: 0.0311328 | Time: 2178.59 ms
[2021-11-02 20:09:28 main:574] : INFO : Epoch 1860 | loss: 0.0310691 | val_loss: 0.0311249 | Time: 2176.68 ms
[2021-11-02 20:09:30 main:574] : INFO : Epoch 1861 | loss: 0.0310866 | val_loss: 0.0311224 | Time: 2177.96 ms
[2021-11-02 20:09:33 main:574] : INFO : Epoch 1862 | loss: 0.0310845 | val_loss: 0.0311188 | Time: 2171.99 ms
[2021-11-02 20:09:35 main:574] : INFO : Epoch 1863 | loss: 0.0310785 | val_loss: 0.0311166 | Time: 2174.64 ms
[2021-11-02 20:09:37 main:574] : INFO : Epoch 1864 | loss: 0.0310763 | val_loss: 0.0311144 | Time: 2186.08 ms
[2021-11-02 20:09:39 main:574] : INFO : Epoch 1865 | loss: 0.0310739 | val_loss: 0.0311164 | Time: 2187.34 ms
[2021-11-02 20:09:41 main:574] : INFO : Epoch 1866 | loss: 0.031075 | val_loss: 0.0311178 | Time: 2181.64 ms
[2021-11-02 20:09:44 main:574] : INFO : Epoch 1867 | loss: 0.0310771 | val_loss: 0.0311171 | Time: 2181.29 ms
[2021-11-02 20:09:46 main:574] : INFO : Epoch 1868 | loss: 0.0310769 | val_loss: 0.0311215 | Time: 2178.99 ms
[2021-11-02 20:09:48 main:574] : INFO : Epoch 1869 | loss: 0.0310792 | val_loss: 0.0311264 | Time: 2182.31 ms
[2021-11-02 20:09:50 main:574] : INFO : Epoch 1870 | loss: 0.0310897 | val_loss: 0.0311206 | Time: 2194.52 ms
[2021-11-02 20:09:52 main:574] : INFO : Epoch 1871 | loss: 0.0310906 | val_loss: 0.0311247 | Time: 2182.06 ms
[2021-11-02 20:09:54 main:574] : INFO : Epoch 1872 | loss: 0.0311175 | val_loss: 0.03116 | Time: 2190.44 ms
[2021-11-02 20:09:57 main:574] : INFO : Epoch 1873 | loss: 0.0311585 | val_loss: 0.0311618 | Time: 2174.5 ms
[2021-11-02 20:09:59 main:574] : INFO : Epoch 1874 | loss: 0.0311592 | val_loss: 0.031163 | Time: 2182.95 ms
[2021-11-02 20:10:01 main:574] : INFO : Epoch 1875 | loss: 0.0311564 | val_loss: 0.0311584 | Time: 2179.18 ms
[2021-11-02 20:10:03 main:574] : INFO : Epoch 1876 | loss: 0.0311528 | val_loss: 0.0311573 | Time: 2176.03 ms
[2021-11-02 20:10:05 main:574] : INFO : Epoch 1877 | loss: 0.0311509 | val_loss: 0.0311564 | Time: 2186.84 ms
[2021-11-02 20:10:08 main:574] : INFO : Epoch 1878 | loss: 0.0311487 | val_loss: 0.0311549 | Time: 2182.87 ms
[2021-11-02 20:10:10 main:574] : INFO : Epoch 1879 | loss: 0.0311471 | val_loss: 0.0311599 | Time: 2188.06 ms
[2021-11-02 20:10:12 main:574] : INFO : Epoch 1880 | loss: 0.0311469 | val_loss: 0.0311561 | Time: 2176.96 ms
[2021-11-02 20:10:14 main:574] : INFO : Epoch 1881 | loss: 0.0311449 | val_loss: 0.03116 | Time: 2186.07 ms
[2021-11-02 20:10:16 main:574] : INFO : Epoch 1882 | loss: 0.0311444 | val_loss: 0.0311628 | Time: 2182.12 ms
[2021-11-02 20:10:19 main:574] : INFO : Epoch 1883 | loss: 0.0311432 | val_loss: 0.0311555 | Time: 2178.6 ms
[2021-11-02 20:10:21 main:574] : INFO : Epoch 1884 | loss: 0.0311404 | val_loss: 0.0311582 | Time: 2175.85 ms
[2021-11-02 20:10:23 main:574] : INFO : Epoch 1885 | loss: 0.0311406 | val_loss: 0.0311559 | Time: 2191.11 ms
[2021-11-02 20:10:25 main:574] : INFO : Epoch 1886 | loss: 0.0311475 | val_loss: 0.0311562 | Time: 2190.47 ms
[2021-11-02 20:10:27 main:574] : INFO : Epoch 1887 | loss: 0.0311453 | val_loss: 0.0311554 | Time: 2169.58 ms
[2021-11-02 20:10:29 main:574] : INFO : Epoch 1888 | loss: 0.0311457 | val_loss: 0.0311587 | Time: 2181.85 ms
[2021-11-02 20:10:32 main:574] : INFO : Epoch 1889 | loss: 0.031143 | val_loss: 0.0311599 | Time: 2177.49 ms
[2021-11-02 20:10:34 main:574] : INFO : Epoch 1890 | loss: 0.0311426 | val_loss: 0.0311544 | Time: 2177.82 ms
[2021-11-02 20:10:36 main:574] : INFO : Epoch 1891 | loss: 0.0311401 | val_loss: 0.0311564 | Time: 2176.23 ms
[2021-11-02 20:10:38 main:574] : INFO : Epoch 1892 | loss: 0.031137 | val_loss: 0.0311567 | Time: 2198.43 ms
[2021-11-02 20:10:40 main:574] : INFO : Epoch 1893 | loss: 0.0311376 | val_loss: 0.0311546 | Time: 2182.03 ms
[2021-11-02 20:10:43 main:574] : INFO : Epoch 1894 | loss: 0.0311347 | val_loss: 0.0311504 | Time: 2183.64 ms
[2021-11-02 20:10:45 main:574] : INFO : Epoch 1895 | loss: 0.0311324 | val_loss: 0.0311508 | Time: 2191.96 ms
[2021-11-02 20:10:47 main:574] : INFO : Epoch 1896 | loss: 0.0311329 | val_loss: 0.0311549 | Time: 2179.03 ms
[2021-11-02 20:10:49 main:574] : INFO : Epoch 1897 | loss: 0.0311345 | val_loss: 0.031153 | Time: 2178.65 ms
[2021-11-02 20:10:51 main:574] : INFO : Epoch 1898 | loss: 0.0311372 | val_loss: 0.0311522 | Time: 2176.47 ms
[2021-11-02 20:10:54 main:574] : INFO : Epoch 1899 | loss: 0.0311342 | val_loss: 0.0311525 | Time: 2179.73 ms
[2021-11-02 20:10:56 main:574] : INFO : Epoch 1900 | loss: 0.0311319 | val_loss: 0.0311518 | Time: 2207.19 ms
[2021-11-02 20:10:58 main:574] : INFO : Epoch 1901 | loss: 0.0311322 | val_loss: 0.0311532 | Time: 2187.63 ms
[2021-11-02 20:11:00 main:574] : INFO : Epoch 1902 | loss: 0.0311294 | val_loss: 0.0311546 | Time: 2185.29 ms
[2021-11-02 20:11:02 main:574] : INFO : Epoch 1903 | loss: 0.0311305 | val_loss: 0.0311524 | Time: 2176.72 ms
[2021-11-02 20:11:04 main:574] : INFO : Epoch 1904 | loss: 0.0311302 | val_loss: 0.0311514 | Time: 2173.81 ms
[2021-11-02 20:11:07 main:574] : INFO : Epoch 1905 | loss: 0.0311297 | val_loss: 0.0311473 | Time: 2188.97 ms
[2021-11-02 20:11:09 main:574] : INFO : Epoch 1906 | loss: 0.0311266 | val_loss: 0.0311512 | Time: 2186.98 ms
[2021-11-02 20:11:11 main:574] : INFO : Epoch 1907 | loss: 0.0311302 | val_loss: 0.0311461 | Time: 2177.54 ms
[2021-11-02 20:11:13 main:574] : INFO : Epoch 1908 | loss: 0.0311274 | val_loss: 0.0311482 | Time: 2175.47 ms
[2021-11-02 20:11:15 main:574] : INFO : Epoch 1909 | loss: 0.0311297 | val_loss: 0.0311498 | Time: 2184.84 ms
[2021-11-02 20:11:18 main:574] : INFO : Epoch 1910 | loss: 0.0311274 | val_loss: 0.031145 | Time: 2181.37 ms
[2021-11-02 20:11:20 main:574] : INFO : Epoch 1911 | loss: 0.0311232 | val_loss: 0.0311452 | Time: 2174.52 ms
[2021-11-02 20:11:22 main:574] : INFO : Epoch 1912 | loss: 0.0311252 | val_loss: 0.0311431 | Time: 2175.29 ms
[2021-11-02 20:11:24 main:574] : INFO : Epoch 1913 | loss: 0.0311265 | val_loss: 0.0311481 | Time: 2187.06 ms
[2021-11-02 20:11:26 main:574] : INFO : Epoch 1914 | loss: 0.0311251 | val_loss: 0.0311469 | Time: 2195.51 ms
[2021-11-02 20:11:29 main:574] : INFO : Epoch 1915 | loss: 0.031125 | val_loss: 0.0311451 | Time: 2181.92 ms
[2021-11-02 20:11:31 main:574] : INFO : Epoch 1916 | loss: 0.0311252 | val_loss: 0.0311526 | Time: 2191.2 ms
[2021-11-02 20:11:33 main:574] : INFO : Epoch 1917 | loss: 0.0311278 | val_loss: 0.0311442 | Time: 2179.73 ms
[2021-11-02 20:11:35 main:574] : INFO : Epoch 1918 | loss: 0.0311236 | val_loss: 0.0311452 | Time: 2178.12 ms
[2021-11-02 20:11:37 main:574] : INFO : Epoch 1919 | loss: 0.0311255 | val_loss: 0.0311429 | Time: 2172.04 ms
[2021-11-02 20:11:39 main:574] : INFO : Epoch 1920 | loss: 0.0311236 | val_loss: 0.0311522 | Time: 2190.61 ms
[2021-11-02 20:11:42 main:574] : INFO : Epoch 1921 | loss: 0.031123 | val_loss: 0.0311474 | Time: 2191.37 ms
[2021-11-02 20:11:44 main:574] : INFO : Epoch 1922 | loss: 0.0311279 | val_loss: 0.0311482 | Time: 2189.21 ms
[2021-11-02 20:11:46 main:574] : INFO : Epoch 1923 | loss: 0.0311259 | val_loss: 0.0311453 | Time: 2182.4 ms
[2021-11-02 20:11:48 main:574] : INFO : Epoch 1924 | loss: 0.0311319 | val_loss: 0.0311446 | Time: 2184.89 ms
[2021-11-02 20:11:50 main:574] : INFO : Epoch 1925 | loss: 0.0311281 | val_loss: 0.0311437 | Time: 2179.51 ms
[2021-11-02 20:11:53 main:574] : INFO : Epoch 1926 | loss: 0.0311257 | val_loss: 0.0311416 | Time: 2184.01 ms
[2021-11-02 20:11:55 main:574] : INFO : Epoch 1927 | loss: 0.0311264 | val_loss: 0.0311435 | Time: 2186.54 ms
[2021-11-02 20:11:57 main:574] : INFO : Epoch 1928 | loss: 0.0311236 | val_loss: 0.031144 | Time: 2189.71 ms
[2021-11-02 20:11:59 main:574] : INFO : Epoch 1929 | loss: 0.0311219 | val_loss: 0.0311447 | Time: 2186.64 ms
[2021-11-02 20:12:01 main:574] : INFO : Epoch 1930 | loss: 0.031126 | val_loss: 0.0311446 | Time: 2187.23 ms
[2021-11-02 20:12:04 main:574] : INFO : Epoch 1931 | loss: 0.0311268 | val_loss: 0.0311457 | Time: 2176.79 ms
[2021-11-02 20:12:06 main:574] : INFO : Epoch 1932 | loss: 0.0311251 | val_loss: 0.0311459 | Time: 2172.47 ms
[2021-11-02 20:12:08 main:574] : INFO : Epoch 1933 | loss: 0.0311247 | val_loss: 0.0311462 | Time: 2182.91 ms
[2021-11-02 20:12:10 main:574] : INFO : Epoch 1934 | loss: 0.0311231 | val_loss: 0.0311507 | Time: 2190.79 ms
[2021-11-02 20:12:12 main:574] : INFO : Epoch 1935 | loss: 0.031123 | val_loss: 0.0311472 | Time: 2181.86 ms
[2021-11-02 20:12:15 main:574] : INFO : Epoch 1936 | loss: 0.0311212 | val_loss: 0.0311476 | Time: 2174.61 ms
[2021-11-02 20:12:17 main:574] : INFO : Epoch 1937 | loss: 0.0311206 | val_loss: 0.0311496 | Time: 2178.85 ms
[2021-11-02 20:12:19 main:574] : INFO : Epoch 1938 | loss: 0.0311193 | val_loss: 0.0311474 | Time: 2188.64 ms
[2021-11-02 20:12:21 main:574] : INFO : Epoch 1939 | loss: 0.0311193 | val_loss: 0.0311464 | Time: 2187.27 ms
[2021-11-02 20:12:23 main:574] : INFO : Epoch 1940 | loss: 0.031119 | val_loss: 0.0311435 | Time: 2175.5 ms
[2021-11-02 20:12:25 main:574] : INFO : Epoch 1941 | loss: 0.0311219 | val_loss: 0.0311454 | Time: 2187.33 ms
[2021-11-02 20:12:28 main:574] : INFO : Epoch 1942 | loss: 0.0311176 | val_loss: 0.0311464 | Time: 2189.23 ms
[2021-11-02 20:12:30 main:574] : INFO : Epoch 1943 | loss: 0.0311165 | val_loss: 0.0311452 | Time: 2170.79 ms
[2021-11-02 20:12:32 main:574] : INFO : Epoch 1944 | loss: 0.0311179 | val_loss: 0.0311526 | Time: 2188.98 ms
[2021-11-02 20:12:34 main:574] : INFO : Epoch 1945 | loss: 0.0311201 | val_loss: 0.0311424 | Time: 2176.86 ms
[2021-11-02 20:12:36 main:574] : INFO : Epoch 1946 | loss: 0.0311181 | val_loss: 0.0311491 | Time: 2184.44 ms
[2021-11-02 20:12:39 main:574] : INFO : Epoch 1947 | loss: 0.0311172 | val_loss: 0.03115 | Time: 2182.37 ms
[2021-11-02 20:12:41 main:574] : INFO : Epoch 1948 | loss: 0.0311159 | val_loss: 0.0311485 | Time: 2186.03 ms
[2021-11-02 20:12:43 main:574] : INFO : Epoch 1949 | loss: 0.0311137 | val_loss: 0.031145 | Time: 2189.27 ms
[2021-11-02 20:12:45 main:574] : INFO : Epoch 1950 | loss: 0.0311151 | val_loss: 0.0311448 | Time: 2184.74 ms
[2021-11-02 20:12:47 main:574] : INFO : Epoch 1951 | loss: 0.0311186 | val_loss: 0.0311555 | Time: 2183.69 ms
[2021-11-02 20:12:50 main:574] : INFO : Epoch 1952 | loss: 0.0311255 | val_loss: 0.0311471 | Time: 2179.62 ms
[2021-11-02 20:12:52 main:574] : INFO : Epoch 1953 | loss: 0.0311193 | val_loss: 0.0311569 | Time: 2179.94 ms
[2021-11-02 20:12:54 main:574] : INFO : Epoch 1954 | loss: 0.0311254 | val_loss: 0.0311541 | Time: 2189.07 ms
[2021-11-02 20:12:56 main:574] : INFO : Epoch 1955 | loss: 0.0311243 | val_loss: 0.0311487 | Time: 2180.02 ms
[2021-11-02 20:12:58 main:574] : INFO : Epoch 1956 | loss: 0.0311151 | val_loss: 0.0311444 | Time: 2192.84 ms
[2021-11-02 20:13:00 main:574] : INFO : Epoch 1957 | loss: 0.0311154 | val_loss: 0.0311538 | Time: 2187.76 ms
[2021-11-02 20:13:03 main:574] : INFO : Epoch 1958 | loss: 0.0311175 | val_loss: 0.0311476 | Time: 2181.27 ms
[2021-11-02 20:13:05 main:574] : INFO : Epoch 1959 | loss: 0.0311161 | val_loss: 0.031146 | Time: 2180.22 ms
[2021-11-02 20:13:07 main:574] : INFO : Epoch 1960 | loss: 0.0311191 | val_loss: 0.0311445 | Time: 2172.12 ms
[2021-11-02 20:13:09 main:574] : INFO : Epoch 1961 | loss: 0.0311132 | val_loss: 0.0311442 | Time: 2186.56 ms
[2021-11-02 20:13:11 main:574] : INFO : Epoch 1962 | loss: 0.0311127 | val_loss: 0.0311541 | Time: 2187.91 ms
[2021-11-02 20:13:14 main:574] : INFO : Epoch 1963 | loss: 0.0311133 | val_loss: 0.0311413 | Time: 2186.37 ms
[2021-11-02 20:13:16 main:574] : INFO : Epoch 1964 | loss: 0.031113 | val_loss: 0.0311447 | Time: 2181.31 ms
[2021-11-02 20:13:18 main:574] : INFO : Epoch 1965 | loss: 0.0311105 | val_loss: 0.0311464 | Time: 2179.97 ms
[2021-11-02 20:13:20 main:574] : INFO : Epoch 1966 | loss: 0.0311107 | val_loss: 0.0311479 | Time: 2183.02 ms
[2021-11-02 20:13:22 main:574] : INFO : Epoch 1967 | loss: 0.0311124 | val_loss: 0.0311475 | Time: 2176.63 ms
[2021-11-02 20:13:25 main:574] : INFO : Epoch 1968 | loss: 0.0311104 | val_loss: 0.0311464 | Time: 2176.48 ms
[2021-11-02 20:13:27 main:574] : INFO : Epoch 1969 | loss: 0.0311079 | val_loss: 0.0311454 | Time: 2202.33 ms
[2021-11-02 20:13:29 main:574] : INFO : Epoch 1970 | loss: 0.0311087 | val_loss: 0.0311432 | Time: 2186.55 ms
[2021-11-02 20:13:31 main:574] : INFO : Epoch 1971 | loss: 0.0311108 | val_loss: 0.0311512 | Time: 2176.76 ms
[2021-11-02 20:13:33 main:574] : INFO : Epoch 1972 | loss: 0.0311128 | val_loss: 0.0311439 | Time: 2175.04 ms
[2021-11-02 20:13:35 main:574] : INFO : Epoch 1973 | loss: 0.0311122 | val_loss: 0.0311457 | Time: 2183.89 ms
[2021-11-02 20:13:38 main:574] : INFO : Epoch 1974 | loss: 0.0311097 | val_loss: 0.0311488 | Time: 2180.17 ms
[2021-11-02 20:13:40 main:574] : INFO : Epoch 1975 | loss: 0.0311087 | val_loss: 0.0311454 | Time: 2182.29 ms
[2021-11-02 20:13:42 main:574] : INFO : Epoch 1976 | loss: 0.0311101 | val_loss: 0.0311475 | Time: 2181.25 ms
[2021-11-02 20:13:44 main:574] : INFO : Epoch 1977 | loss: 0.0311137 | val_loss: 0.0311439 | Time: 2198.43 ms
[2021-11-02 20:13:46 main:574] : INFO : Epoch 1978 | loss: 0.0311166 | val_loss: 0.0311501 | Time: 2186.58 ms
[2021-11-02 20:13:49 main:574] : INFO : Epoch 1979 | loss: 0.0311132 | val_loss: 0.0311447 | Time: 2175.16 ms
[2021-11-02 20:13:51 main:574] : INFO : Epoch 1980 | loss: 0.0311126 | val_loss: 0.0311436 | Time: 2171.47 ms
[2021-11-02 20:13:53 main:574] : INFO : Epoch 1981 | loss: 0.0311155 | val_loss: 0.0311431 | Time: 2180.3 ms
[2021-11-02 20:13:55 main:574] : INFO : Epoch 1982 | loss: 0.031112 | val_loss: 0.0311449 | Time: 2180.61 ms
[2021-11-02 20:13:57 main:574] : INFO : Epoch 1983 | loss: 0.0311111 | val_loss: 0.0311414 | Time: 2177.03 ms
[2021-11-02 20:14:00 main:574] : INFO : Epoch 1984 | loss: 0.0311159 | val_loss: 0.0311392 | Time: 2185.35 ms
[2021-11-02 20:14:02 main:574] : INFO : Epoch 1985 | loss: 0.0311134 | val_loss: 0.031141 | Time: 2178.84 ms
[2021-11-02 20:14:04 main:574] : INFO : Epoch 1986 | loss: 0.0311134 | val_loss: 0.0311429 | Time: 2186.51 ms
[2021-11-02 20:14:06 main:574] : INFO : Epoch 1987 | loss: 0.0311111 | val_loss: 0.0311377 | Time: 2176.77 ms
[2021-11-02 20:14:08 main:574] : INFO : Epoch 1988 | loss: 0.0311093 | val_loss: 0.0311386 | Time: 2180.37 ms
[2021-11-02 20:14:10 main:574] : INFO : Epoch 1989 | loss: 0.0311093 | val_loss: 0.0311384 | Time: 2178.96 ms
[2021-11-02 20:14:13 main:574] : INFO : Epoch 1990 | loss: 0.0311089 | val_loss: 0.0311379 | Time: 2181.26 ms
[2021-11-02 20:14:15 main:574] : INFO : Epoch 1991 | loss: 0.0311074 | val_loss: 0.0311406 | Time: 2185.26 ms
[2021-11-02 20:14:17 main:574] : INFO : Epoch 1992 | loss: 0.0311072 | val_loss: 0.0311458 | Time: 2170.24 ms
[2021-11-02 20:14:19 main:574] : INFO : Epoch 1993 | loss: 0.0311122 | val_loss: 0.0311395 | Time: 2192.14 ms
[2021-11-02 20:14:21 main:574] : INFO : Epoch 1994 | loss: 0.0311083 | val_loss: 0.0311399 | Time: 2177.76 ms
[2021-11-02 20:14:24 main:574] : INFO : Epoch 1995 | loss: 0.0311084 | val_loss: 0.0311419 | Time: 2175.1 ms
[2021-11-02 20:14:26 main:574] : INFO : Epoch 1996 | loss: 0.0311078 | val_loss: 0.0311442 | Time: 2184 ms
[2021-11-02 20:14:28 main:574] : INFO : Epoch 1997 | loss: 0.0311087 | val_loss: 0.031143 | Time: 2185.34 ms
[2021-11-02 20:14:30 main:574] : INFO : Epoch 1998 | loss: 0.0311073 | val_loss: 0.0311404 | Time: 2189.12 ms
[2021-11-02 20:14:32 main:574] : INFO : Epoch 1999 | loss: 0.0311096 | val_loss: 0.0311409 | Time: 2180.15 ms
[2021-11-02 20:14:34 main:574] : INFO : Epoch 2000 | loss: 0.031107 | val_loss: 0.0311434 | Time: 2181.9 ms
[2021-11-02 20:14:37 main:574] : INFO : Epoch 2001 | loss: 0.0311056 | val_loss: 0.031146 | Time: 2178.8 ms
[2021-11-02 20:14:39 main:574] : INFO : Epoch 2002 | loss: 0.0311065 | val_loss: 0.0311403 | Time: 2177.23 ms
[2021-11-02 20:14:41 main:574] : INFO : Epoch 2003 | loss: 0.0311057 | val_loss: 0.0311408 | Time: 2178.98 ms
[2021-11-02 20:14:43 main:574] : INFO : Epoch 2004 | loss: 0.0311041 | val_loss: 0.0311448 | Time: 2181.03 ms
[2021-11-02 20:14:45 main:574] : INFO : Epoch 2005 | loss: 0.0311078 | val_loss: 0.0311461 | Time: 2189.85 ms
[2021-11-02 20:14:48 main:574] : INFO : Epoch 2006 | loss: 0.0311105 | val_loss: 0.0311465 | Time: 2178.73 ms
[2021-11-02 20:14:50 main:574] : INFO : Epoch 2007 | loss: 0.0311105 | val_loss: 0.0311405 | Time: 2185.17 ms
[2021-11-02 20:14:52 main:574] : INFO : Epoch 2008 | loss: 0.0311185 | val_loss: 0.0311432 | Time: 2177.93 ms
[2021-11-02 20:14:54 main:574] : INFO : Epoch 2009 | loss: 0.0311212 | val_loss: 0.0311407 | Time: 2178.29 ms
[2021-11-02 20:14:56 main:574] : INFO : Epoch 2010 | loss: 0.0311169 | val_loss: 0.0311406 | Time: 2179.29 ms
[2021-11-02 20:14:59 main:574] : INFO : Epoch 2011 | loss: 0.0311131 | val_loss: 0.0311463 | Time: 2183.23 ms
[2021-11-02 20:15:01 main:574] : INFO : Epoch 2012 | loss: 0.0311206 | val_loss: 0.0311441 | Time: 2190.31 ms
[2021-11-02 20:15:03 main:574] : INFO : Epoch 2013 | loss: 0.031115 | val_loss: 0.0311365 | Time: 2178.27 ms
[2021-11-02 20:15:05 main:574] : INFO : Epoch 2014 | loss: 0.0311114 | val_loss: 0.0311378 | Time: 2171.8 ms
[2021-11-02 20:15:07 main:574] : INFO : Epoch 2015 | loss: 0.0311094 | val_loss: 0.0311352 | Time: 2170.26 ms
[2021-11-02 20:15:09 main:574] : INFO : Epoch 2016 | loss: 0.0311073 | val_loss: 0.0311389 | Time: 2181.15 ms
[2021-11-02 20:15:12 main:574] : INFO : Epoch 2017 | loss: 0.0311065 | val_loss: 0.0311378 | Time: 2173.56 ms
[2021-11-02 20:15:14 main:574] : INFO : Epoch 2018 | loss: 0.0311082 | val_loss: 0.0311433 | Time: 2178.15 ms
[2021-11-02 20:15:16 main:574] : INFO : Epoch 2019 | loss: 0.0311124 | val_loss: 0.0311377 | Time: 2182.69 ms
[2021-11-02 20:15:18 main:574] : INFO : Epoch 2020 | loss: 0.0311078 | val_loss: 0.03114 | Time: 2175.24 ms
[2021-11-02 20:15:20 main:574] : INFO : Epoch 2021 | loss: 0.0311073 | val_loss: 0.0311422 | Time: 2178.29 ms
[2021-11-02 20:15:23 main:574] : INFO : Epoch 2022 | loss: 0.0311075 | val_loss: 0.0311435 | Time: 2186.39 ms
[2021-11-02 20:15:25 main:574] : INFO : Epoch 2023 | loss: 0.0311073 | val_loss: 0.0311387 | Time: 2176.75 ms
[2021-11-02 20:15:27 main:574] : INFO : Epoch 2024 | loss: 0.0311076 | val_loss: 0.0311399 | Time: 2179.22 ms
[2021-11-02 20:15:29 main:574] : INFO : Epoch 2025 | loss: 0.0311062 | val_loss: 0.0311394 | Time: 2189.34 ms
[2021-11-02 20:15:31 main:574] : INFO : Epoch 2026 | loss: 0.0311078 | val_loss: 0.031138 | Time: 2189.27 ms
[2021-11-02 20:15:33 main:574] : INFO : Epoch 2027 | loss: 0.0311063 | val_loss: 0.0311374 | Time: 2175.11 ms
[2021-11-02 20:15:36 main:574] : INFO : Epoch 2028 | loss: 0.0311055 | val_loss: 0.031135 | Time: 2190.13 ms
[2021-11-02 20:15:38 main:574] : INFO : Epoch 2029 | loss: 0.0311072 | val_loss: 0.0311406 | Time: 2175.9 ms
[2021-11-02 20:15:40 main:574] : INFO : Epoch 2030 | loss: 0.0311046 | val_loss: 0.0311364 | Time: 2172.65 ms
[2021-11-02 20:15:42 main:574] : INFO : Epoch 2031 | loss: 0.0311047 | val_loss: 0.0311362 | Time: 2174.89 ms
[2021-11-02 20:15:44 main:574] : INFO : Epoch 2032 | loss: 0.0311074 | val_loss: 0.0311422 | Time: 2177.86 ms
[2021-11-02 20:15:47 main:574] : INFO : Epoch 2033 | loss: 0.0311072 | val_loss: 0.0311436 | Time: 2191.26 ms
[2021-11-02 20:15:49 main:574] : INFO : Epoch 2034 | loss: 0.0311105 | val_loss: 0.031141 | Time: 2182.5 ms
[2021-11-02 20:15:51 main:574] : INFO : Epoch 2035 | loss: 0.031116 | val_loss: 0.0311513 | Time: 2177.04 ms
[2021-11-02 20:15:53 main:574] : INFO : Epoch 2036 | loss: 0.0311182 | val_loss: 0.0311512 | Time: 2180.49 ms
[2021-11-02 20:15:55 main:574] : INFO : Epoch 2037 | loss: 0.0311259 | val_loss: 0.0311487 | Time: 2177.28 ms
[2021-11-02 20:15:57 main:574] : INFO : Epoch 2038 | loss: 0.0311162 | val_loss: 0.0311478 | Time: 2177.82 ms
[2021-11-02 20:16:00 main:574] : INFO : Epoch 2039 | loss: 0.0311129 | val_loss: 0.0311422 | Time: 2182.35 ms
[2021-11-02 20:16:02 main:574] : INFO : Epoch 2040 | loss: 0.0311115 | val_loss: 0.0311522 | Time: 2183.37 ms
[2021-11-02 20:16:04 main:574] : INFO : Epoch 2041 | loss: 0.0311113 | val_loss: 0.031149 | Time: 2182.48 ms
[2021-11-02 20:16:06 main:574] : INFO : Epoch 2042 | loss: 0.0311106 | val_loss: 0.0311507 | Time: 2187.47 ms
[2021-11-02 20:16:08 main:574] : INFO : Epoch 2043 | loss: 0.0311103 | val_loss: 0.0311513 | Time: 2170.63 ms
[2021-11-02 20:16:11 main:574] : INFO : Epoch 2044 | loss: 0.0311145 | val_loss: 0.0311465 | Time: 2176.28 ms
[2021-11-02 20:16:13 main:574] : INFO : Epoch 2045 | loss: 0.0311108 | val_loss: 0.0311462 | Time: 2175.98 ms
[2021-11-02 20:16:15 main:574] : INFO : Epoch 2046 | loss: 0.0311089 | val_loss: 0.0311479 | Time: 2191.9 ms
[2021-11-02 20:16:17 main:574] : INFO : Epoch 2047 | loss: 0.0311085 | val_loss: 0.0311502 | Time: 2180.35 ms
[2021-11-02 20:16:19 main:574] : INFO : Epoch 2048 | loss: 0.0311083 | val_loss: 0.0311433 | Time: 2178.03 ms
[2021-11-02 20:16:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311433
[2021-11-02 20:16:19 main:603] : INFO : Saving end state to config to file
[2021-11-02 20:16:19 main:608] : INFO : Success, exiting..
20:16:19 (12976): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)