Task 4524248
| Name | ParityMachine-1612383672-3676-3_1 |
| Workunit | 2451261 |
| Created | 26 Mar 2021, 2:53:37 UTC |
| Sent | 26 Mar 2021, 3:16:08 UTC |
| Report deadline | 2 Apr 2021, 3:16:08 UTC |
| Received | 26 Mar 2021, 5:09:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 30 min 31 sec |
| CPU time | 1 hours 27 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,491.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0310829 | val_loss: 0.031123 | Time: 2534.09 ms
[2021-03-26 12:47:00 main:574] : INFO : Epoch 1543 | loss: 0.0310841 | val_loss: 0.0311228 | Time: 2551.7 ms
[2021-03-26 12:47:02 main:574] : INFO : Epoch 1544 | loss: 0.0310832 | val_loss: 0.0311305 | Time: 2538.41 ms
[2021-03-26 12:47:05 main:574] : INFO : Epoch 1545 | loss: 0.031082 | val_loss: 0.0311243 | Time: 2522.84 ms
[2021-03-26 12:47:07 main:574] : INFO : Epoch 1546 | loss: 0.0310838 | val_loss: 0.0311214 | Time: 2552.65 ms
[2021-03-26 12:47:10 main:574] : INFO : Epoch 1547 | loss: 0.0310824 | val_loss: 0.0311276 | Time: 2536.66 ms
[2021-03-26 12:47:13 main:574] : INFO : Epoch 1548 | loss: 0.031081 | val_loss: 0.0311244 | Time: 2537.97 ms
[2021-03-26 12:47:15 main:574] : INFO : Epoch 1549 | loss: 0.0310804 | val_loss: 0.0311206 | Time: 2542.66 ms
[2021-03-26 12:47:18 main:574] : INFO : Epoch 1550 | loss: 0.031081 | val_loss: 0.0311263 | Time: 2536.76 ms
[2021-03-26 12:47:20 main:574] : INFO : Epoch 1551 | loss: 0.0310832 | val_loss: 0.031131 | Time: 2542.87 ms
[2021-03-26 12:47:23 main:574] : INFO : Epoch 1552 | loss: 0.0310855 | val_loss: 0.031124 | Time: 2545.77 ms
[2021-03-26 12:47:26 main:574] : INFO : Epoch 1553 | loss: 0.0310859 | val_loss: 0.0311346 | Time: 2529.94 ms
[2021-03-26 12:47:28 main:574] : INFO : Epoch 1554 | loss: 0.0310852 | val_loss: 0.0311256 | Time: 2554.32 ms
[2021-03-26 12:47:31 main:574] : INFO : Epoch 1555 | loss: 0.0310842 | val_loss: 0.0311239 | Time: 2529.43 ms
[2021-03-26 12:47:33 main:574] : INFO : Epoch 1556 | loss: 0.0310833 | val_loss: 0.0311225 | Time: 2522.38 ms
[2021-03-26 12:47:36 main:574] : INFO : Epoch 1557 | loss: 0.0310823 | val_loss: 0.0311244 | Time: 2552.29 ms
[2021-03-26 12:47:39 main:574] : INFO : Epoch 1558 | loss: 0.0310796 | val_loss: 0.0311289 | Time: 2539.25 ms
[2021-03-26 12:47:41 main:574] : INFO : Epoch 1559 | loss: 0.031079 | val_loss: 0.0311274 | Time: 2537.55 ms
[2021-03-26 12:47:44 main:574] : INFO : Epoch 1560 | loss: 0.031084 | val_loss: 0.0311275 | Time: 2547.13 ms
[2021-03-26 12:47:47 main:574] : INFO : Epoch 1561 | loss: 0.0310868 | val_loss: 0.0311248 | Time: 2529.1 ms
[2021-03-26 12:47:49 main:574] : INFO : Epoch 1562 | loss: 0.0310915 | val_loss: 0.031124 | Time: 2556.12 ms
[2021-03-26 12:47:52 main:574] : INFO : Epoch 1563 | loss: 0.0310873 | val_loss: 0.0311269 | Time: 2530.37 ms
[2021-03-26 12:47:54 main:574] : INFO : Epoch 1564 | loss: 0.0310856 | val_loss: 0.0311236 | Time: 2547.08 ms
[2021-03-26 12:47:57 main:574] : INFO : Epoch 1565 | loss: 0.0310865 | val_loss: 0.031126 | Time: 2559.68 ms
[2021-03-26 12:48:00 main:574] : INFO : Epoch 1566 | loss: 0.0310848 | val_loss: 0.0311264 | Time: 2530.13 ms
[2021-03-26 12:48:02 main:574] : INFO : Epoch 1567 | loss: 0.031084 | val_loss: 0.0311234 | Time: 2540.26 ms
[2021-03-26 12:48:05 main:574] : INFO : Epoch 1568 | loss: 0.031086 | val_loss: 0.0311235 | Time: 2557.15 ms
[2021-03-26 12:48:08 main:574] : INFO : Epoch 1569 | loss: 0.0310857 | val_loss: 0.0311351 | Time: 2533.52 ms
[2021-03-26 12:48:10 main:574] : INFO : Epoch 1570 | loss: 0.0310819 | val_loss: 0.031125 | Time: 2552.98 ms
[2021-03-26 12:48:13 main:574] : INFO : Epoch 1571 | loss: 0.0310815 | val_loss: 0.0311222 | Time: 2532.7 ms
[2021-03-26 12:48:15 main:574] : INFO : Epoch 1572 | loss: 0.0310819 | val_loss: 0.0311267 | Time: 2532.73 ms
[2021-03-26 12:48:18 main:574] : INFO : Epoch 1573 | loss: 0.0310833 | val_loss: 0.0311215 | Time: 2554.39 ms
[2021-03-26 12:48:21 main:574] : INFO : Epoch 1574 | loss: 0.0311028 | val_loss: 0.0311264 | Time: 2535.92 ms
[2021-03-26 12:48:23 main:574] : INFO : Epoch 1575 | loss: 0.0311006 | val_loss: 0.0311198 | Time: 2534.55 ms
[2021-03-26 12:48:26 main:574] : INFO : Epoch 1576 | loss: 0.0310988 | val_loss: 0.0311191 | Time: 2545.2 ms
[2021-03-26 12:48:29 main:574] : INFO : Epoch 1577 | loss: 0.0310945 | val_loss: 0.0311189 | Time: 2535.5 ms
[2021-03-26 12:48:31 main:574] : INFO : Epoch 1578 | loss: 0.0310897 | val_loss: 0.0311199 | Time: 2550.16 ms
[2021-03-26 12:48:34 main:574] : INFO : Epoch 1579 | loss: 0.0310925 | val_loss: 0.0311334 | Time: 2531.39 ms
[2021-03-26 12:48:36 main:574] : INFO : Epoch 1580 | loss: 0.0310974 | val_loss: 0.0311341 | Time: 2537.93 ms
[2021-03-26 12:48:39 main:574] : INFO : Epoch 1581 | loss: 0.0310987 | val_loss: 0.031124 | Time: 2554.27 ms
[2021-03-26 12:48:42 main:574] : INFO : Epoch 1582 | loss: 0.0310975 | val_loss: 0.0311213 | Time: 2543.58 ms
[2021-03-26 12:48:44 main:574] : INFO : Epoch 1583 | loss: 0.0310893 | val_loss: 0.031119 | Time: 2543.63 ms
[2021-03-26 12:48:47 main:574] : INFO : Epoch 1584 | loss: 0.0310888 | val_loss: 0.0311197 | Time: 2547.93 ms
[2021-03-26 12:48:50 main:574] : INFO : Epoch 1585 | loss: 0.0310865 | val_loss: 0.0311192 | Time: 2532.54 ms
[2021-03-26 12:48:52 main:574] : INFO : Epoch 1586 | loss: 0.0310866 | val_loss: 0.03112 | Time: 2536.6 ms
[2021-03-26 12:48:55 main:574] : INFO : Epoch 1587 | loss: 0.0310864 | val_loss: 0.0311187 | Time: 2543.78 ms
[2021-03-26 12:48:57 main:574] : INFO : Epoch 1588 | loss: 0.0310878 | val_loss: 0.0311195 | Time: 2520.56 ms
[2021-03-26 12:49:00 main:574] : INFO : Epoch 1589 | loss: 0.0310861 | val_loss: 0.0311242 | Time: 2548.62 ms
[2021-03-26 12:49:03 main:574] : INFO : Epoch 1590 | loss: 0.0310838 | val_loss: 0.0311231 | Time: 2525.9 ms
[2021-03-26 12:49:05 main:574] : INFO : Epoch 1591 | loss: 0.0310842 | val_loss: 0.0311259 | Time: 2533.03 ms
[2021-03-26 12:49:08 main:574] : INFO : Epoch 1592 | loss: 0.0310845 | val_loss: 0.0311172 | Time: 2543.71 ms
[2021-03-26 12:49:10 main:574] : INFO : Epoch 1593 | loss: 0.0310837 | val_loss: 0.0311272 | Time: 2532.35 ms
[2021-03-26 12:49:13 main:574] : INFO : Epoch 1594 | loss: 0.0310841 | val_loss: 0.0311245 | Time: 2552.48 ms
[2021-03-26 12:49:16 main:574] : INFO : Epoch 1595 | loss: 0.031084 | val_loss: 0.0311224 | Time: 2542.89 ms
[2021-03-26 12:49:18 main:574] : INFO : Epoch 1596 | loss: 0.0310864 | val_loss: 0.0311317 | Time: 2533.87 ms
[2021-03-26 12:49:21 main:574] : INFO : Epoch 1597 | loss: 0.0310845 | val_loss: 0.031122 | Time: 2559.15 ms
[2021-03-26 12:49:24 main:574] : INFO : Epoch 1598 | loss: 0.0310835 | val_loss: 0.0311226 | Time: 2535.19 ms
[2021-03-26 12:49:26 main:574] : INFO : Epoch 1599 | loss: 0.031083 | val_loss: 0.031124 | Time: 2520.23 ms
[2021-03-26 12:49:29 main:574] : INFO : Epoch 1600 | loss: 0.0310808 | val_loss: 0.0311205 | Time: 2549.28 ms
[2021-03-26 12:49:31 main:574] : INFO : Epoch 1601 | loss: 0.0310796 | val_loss: 0.0311227 | Time: 2534.14 ms
[2021-03-26 12:49:34 main:574] : INFO : Epoch 1602 | loss: 0.0310792 | val_loss: 0.0311202 | Time: 2547.8 ms
[2021-03-26 12:49:37 main:574] : INFO : Epoch 1603 | loss: 0.031082 | val_loss: 0.0311233 | Time: 2534.49 ms
[2021-03-26 12:49:39 main:574] : INFO : Epoch 1604 | loss: 0.03108 | val_loss: 0.0311251 | Time: 2540.83 ms
[2021-03-26 12:49:42 main:574] : INFO : Epoch 1605 | loss: 0.0310773 | val_loss: 0.031127 | Time: 2554.67 ms
[2021-03-26 12:49:45 main:574] : INFO : Epoch 1606 | loss: 0.0310771 | val_loss: 0.0311254 | Time: 2533.22 ms
[2021-03-26 12:49:47 main:574] : INFO : Epoch 1607 | loss: 0.0310798 | val_loss: 0.0311297 | Time: 2543.95 ms
[2021-03-26 12:49:50 main:574] : INFO : Epoch 1608 | loss: 0.0310804 | val_loss: 0.0311198 | Time: 2546.81 ms
[2021-03-26 12:49:53 main:574] : INFO : Epoch 1609 | loss: 0.0310809 | val_loss: 0.0311293 | Time: 2543.3 ms
[2021-03-26 12:49:55 main:574] : INFO : Epoch 1610 | loss: 0.0310783 | val_loss: 0.0311236 | Time: 2541.09 ms
[2021-03-26 12:49:58 main:574] : INFO : Epoch 1611 | loss: 0.0310794 | val_loss: 0.0311233 | Time: 2550.05 ms
[2021-03-26 12:50:00 main:574] : INFO : Epoch 1612 | loss: 0.0310782 | val_loss: 0.0311233 | Time: 2524.58 ms
[2021-03-26 12:50:03 main:574] : INFO : Epoch 1613 | loss: 0.0310779 | val_loss: 0.0311248 | Time: 2551.56 ms
[2021-03-26 12:50:06 main:574] : INFO : Epoch 1614 | loss: 0.0310782 | val_loss: 0.0311244 | Time: 2534.6 ms
[2021-03-26 12:50:08 main:574] : INFO : Epoch 1615 | loss: 0.0310806 | val_loss: 0.0311263 | Time: 2537.67 ms
[2021-03-26 12:50:11 main:574] : INFO : Epoch 1616 | loss: 0.0310821 | val_loss: 0.0311296 | Time: 2542.51 ms
[2021-03-26 12:50:13 main:574] : INFO : Epoch 1617 | loss: 0.0310805 | val_loss: 0.03113 | Time: 2541.54 ms
[2021-03-26 12:50:16 main:574] : INFO : Epoch 1618 | loss: 0.0310764 | val_loss: 0.0311268 | Time: 2538.08 ms
[2021-03-26 12:50:19 main:574] : INFO : Epoch 1619 | loss: 0.0310815 | val_loss: 0.0311276 | Time: 2547.28 ms
[2021-03-26 12:50:21 main:574] : INFO : Epoch 1620 | loss: 0.03108 | val_loss: 0.0311269 | Time: 2538.15 ms
[2021-03-26 12:50:24 main:574] : INFO : Epoch 1621 | loss: 0.0310792 | val_loss: 0.0311295 | Time: 2572.41 ms
[2021-03-26 12:50:27 main:574] : INFO : Epoch 1622 | loss: 0.0310787 | val_loss: 0.0311216 | Time: 2522.04 ms
[2021-03-26 12:50:29 main:574] : INFO : Epoch 1623 | loss: 0.0310762 | val_loss: 0.0311334 | Time: 2541.14 ms
[2021-03-26 12:50:32 main:574] : INFO : Epoch 1624 | loss: 0.0310761 | val_loss: 0.0311254 | Time: 2552.47 ms
[2021-03-26 12:50:34 main:574] : INFO : Epoch 1625 | loss: 0.0310802 | val_loss: 0.0311257 | Time: 2531.81 ms
[2021-03-26 12:50:37 main:574] : INFO : Epoch 1626 | loss: 0.031081 | val_loss: 0.0311369 | Time: 2561.85 ms
[2021-03-26 12:50:40 main:574] : INFO : Epoch 1627 | loss: 0.0310793 | val_loss: 0.0311216 | Time: 2539.29 ms
[2021-03-26 12:50:42 main:574] : INFO : Epoch 1628 | loss: 0.031079 | val_loss: 0.0311324 | Time: 2535.52 ms
[2021-03-26 12:50:45 main:574] : INFO : Epoch 1629 | loss: 0.0310772 | val_loss: 0.031129 | Time: 2562.87 ms
[2021-03-26 12:50:48 main:574] : INFO : Epoch 1630 | loss: 0.0310779 | val_loss: 0.0311321 | Time: 2546.95 ms
[2021-03-26 12:50:50 main:574] : INFO : Epoch 1631 | loss: 0.0310789 | val_loss: 0.0311306 | Time: 2528.22 ms
[2021-03-26 12:50:53 main:574] : INFO : Epoch 1632 | loss: 0.0310798 | val_loss: 0.0311333 | Time: 2579.99 ms
[2021-03-26 12:50:55 main:574] : INFO : Epoch 1633 | loss: 0.0310792 | val_loss: 0.0311264 | Time: 2530.05 ms
[2021-03-26 12:50:58 main:574] : INFO : Epoch 1634 | loss: 0.0310787 | val_loss: 0.0311291 | Time: 2542.73 ms
[2021-03-26 12:51:01 main:574] : INFO : Epoch 1635 | loss: 0.0310801 | val_loss: 0.031125 | Time: 2542.26 ms
[2021-03-26 12:51:03 main:574] : INFO : Epoch 1636 | loss: 0.031081 | val_loss: 0.0311417 | Time: 2523.49 ms
[2021-03-26 12:51:06 main:574] : INFO : Epoch 1637 | loss: 0.0310895 | val_loss: 0.0311298 | Time: 2542.58 ms
[2021-03-26 12:51:09 main:574] : INFO : Epoch 1638 | loss: 0.0310873 | val_loss: 0.0311399 | Time: 2523.82 ms
[2021-03-26 12:51:11 main:574] : INFO : Epoch 1639 | loss: 0.0310896 | val_loss: 0.0311309 | Time: 2530.3 ms
[2021-03-26 12:51:14 main:574] : INFO : Epoch 1640 | loss: 0.0310906 | val_loss: 0.0311318 | Time: 2564.23 ms
[2021-03-26 12:51:16 main:574] : INFO : Epoch 1641 | loss: 0.0310825 | val_loss: 0.0311273 | Time: 2536.67 ms
[2021-03-26 12:51:19 main:574] : INFO : Epoch 1642 | loss: 0.0310835 | val_loss: 0.0311272 | Time: 2542 ms
[2021-03-26 12:51:22 main:574] : INFO : Epoch 1643 | loss: 0.0310874 | val_loss: 0.031126 | Time: 2546.57 ms
[2021-03-26 12:51:24 main:574] : INFO : Epoch 1644 | loss: 0.0310871 | val_loss: 0.0311315 | Time: 2528.91 ms
[2021-03-26 12:51:27 main:574] : INFO : Epoch 1645 | loss: 0.0310849 | val_loss: 0.0311278 | Time: 2555.9 ms
[2021-03-26 12:51:30 main:574] : INFO : Epoch 1646 | loss: 0.031083 | val_loss: 0.0311362 | Time: 2526 ms
[2021-03-26 12:51:32 main:574] : INFO : Epoch 1647 | loss: 0.0310809 | val_loss: 0.031124 | Time: 2532.37 ms
[2021-03-26 12:51:35 main:574] : INFO : Epoch 1648 | loss: 0.0310817 | val_loss: 0.0311255 | Time: 2567.96 ms
[2021-03-26 12:51:38 main:574] : INFO : Epoch 1649 | loss: 0.0310831 | val_loss: 0.0311382 | Time: 2534.5 ms
[2021-03-26 12:51:40 main:574] : INFO : Epoch 1650 | loss: 0.0310817 | val_loss: 0.0311257 | Time: 2554.41 ms
[2021-03-26 12:51:43 main:574] : INFO : Epoch 1651 | loss: 0.0310821 | val_loss: 0.0311332 | Time: 2550.52 ms
[2021-03-26 12:51:45 main:574] : INFO : Epoch 1652 | loss: 0.0310821 | val_loss: 0.0311288 | Time: 2517.28 ms
[2021-03-26 12:51:48 main:574] : INFO : Epoch 1653 | loss: 0.0310778 | val_loss: 0.0311338 | Time: 2549.71 ms
[2021-03-26 12:51:51 main:574] : INFO : Epoch 1654 | loss: 0.0310813 | val_loss: 0.0311381 | Time: 2551.14 ms
[2021-03-26 12:51:53 main:574] : INFO : Epoch 1655 | loss: 0.0310799 | val_loss: 0.0311323 | Time: 2548.95 ms
[2021-03-26 12:51:56 main:574] : INFO : Epoch 1656 | loss: 0.0310789 | val_loss: 0.0311341 | Time: 2564.75 ms
[2021-03-26 12:51:59 main:574] : INFO : Epoch 1657 | loss: 0.031079 | val_loss: 0.0311253 | Time: 2531.5 ms
[2021-03-26 12:52:01 main:574] : INFO : Epoch 1658 | loss: 0.0310783 | val_loss: 0.0311376 | Time: 2536.4 ms
[2021-03-26 12:52:04 main:574] : INFO : Epoch 1659 | loss: 0.0310795 | val_loss: 0.0311287 | Time: 2556.83 ms
[2021-03-26 12:52:06 main:574] : INFO : Epoch 1660 | loss: 0.0310785 | val_loss: 0.031123 | Time: 2522.39 ms
[2021-03-26 12:52:09 main:574] : INFO : Epoch 1661 | loss: 0.0310778 | val_loss: 0.031128 | Time: 2558.57 ms
[2021-03-26 12:52:12 main:574] : INFO : Epoch 1662 | loss: 0.0310809 | val_loss: 0.0311315 | Time: 2534.57 ms
[2021-03-26 12:52:14 main:574] : INFO : Epoch 1663 | loss: 0.031084 | val_loss: 0.03113 | Time: 2540.49 ms
[2021-03-26 12:52:17 main:574] : INFO : Epoch 1664 | loss: 0.0310836 | val_loss: 0.0311323 | Time: 2560.16 ms
[2021-03-26 12:52:20 main:574] : INFO : Epoch 1665 | loss: 0.0310821 | val_loss: 0.0311324 | Time: 2536.01 ms
[2021-03-26 12:52:22 main:574] : INFO : Epoch 1666 | loss: 0.0310828 | val_loss: 0.0311416 | Time: 2541.04 ms
[2021-03-26 12:52:25 main:574] : INFO : Epoch 1667 | loss: 0.0310793 | val_loss: 0.0311316 | Time: 2543.13 ms
[2021-03-26 12:52:27 main:574] : INFO : Epoch 1668 | loss: 0.0310845 | val_loss: 0.0311328 | Time: 2535.49 ms
[2021-03-26 12:52:30 main:574] : INFO : Epoch 1669 | loss: 0.0310859 | val_loss: 0.031129 | Time: 2539.51 ms
[2021-03-26 12:52:33 main:574] : INFO : Epoch 1670 | loss: 0.0310892 | val_loss: 0.031137 | Time: 2540.78 ms
[2021-03-26 12:52:35 main:574] : INFO : Epoch 1671 | loss: 0.0310856 | val_loss: 0.0311374 | Time: 2525.71 ms
[2021-03-26 12:52:38 main:574] : INFO : Epoch 1672 | loss: 0.031082 | val_loss: 0.0311341 | Time: 2564.05 ms
[2021-03-26 12:52:41 main:574] : INFO : Epoch 1673 | loss: 0.0310818 | val_loss: 0.0311369 | Time: 2526.61 ms
[2021-03-26 12:52:43 main:574] : INFO : Epoch 1674 | loss: 0.0310795 | val_loss: 0.0311396 | Time: 2540.92 ms
[2021-03-26 12:52:46 main:574] : INFO : Epoch 1675 | loss: 0.0310758 | val_loss: 0.0311357 | Time: 2545.77 ms
[2021-03-26 12:52:48 main:574] : INFO : Epoch 1676 | loss: 0.0310744 | val_loss: 0.0311361 | Time: 2532.35 ms
[2021-03-26 12:52:51 main:574] : INFO : Epoch 1677 | loss: 0.0310748 | val_loss: 0.0311431 | Time: 2545.94 ms
[2021-03-26 12:52:54 main:574] : INFO : Epoch 1678 | loss: 0.0310743 | val_loss: 0.0311366 | Time: 2544.7 ms
[2021-03-26 12:52:56 main:574] : INFO : Epoch 1679 | loss: 0.0310763 | val_loss: 0.0311294 | Time: 2524.65 ms
[2021-03-26 12:52:59 main:574] : INFO : Epoch 1680 | loss: 0.0310831 | val_loss: 0.0311269 | Time: 2539.82 ms
[2021-03-26 12:53:01 main:574] : INFO : Epoch 1681 | loss: 0.0310862 | val_loss: 0.031129 | Time: 2527.86 ms
[2021-03-26 12:53:04 main:574] : INFO : Epoch 1682 | loss: 0.0310818 | val_loss: 0.0311278 | Time: 2537.2 ms
[2021-03-26 12:53:07 main:574] : INFO : Epoch 1683 | loss: 0.0310846 | val_loss: 0.0311281 | Time: 2566.1 ms
[2021-03-26 12:53:09 main:574] : INFO : Epoch 1684 | loss: 0.0310809 | val_loss: 0.0311229 | Time: 2534.31 ms
[2021-03-26 12:53:12 main:574] : INFO : Epoch 1685 | loss: 0.031085 | val_loss: 0.0311254 | Time: 2544.23 ms
[2021-03-26 12:53:15 main:574] : INFO : Epoch 1686 | loss: 0.0310876 | val_loss: 0.0311427 | Time: 2552.35 ms
[2021-03-26 12:53:17 main:574] : INFO : Epoch 1687 | loss: 0.0310879 | val_loss: 0.0311312 | Time: 2543.93 ms
[2021-03-26 12:53:20 main:574] : INFO : Epoch 1688 | loss: 0.0310814 | val_loss: 0.0311296 | Time: 2561.09 ms
[2021-03-26 12:53:22 main:574] : INFO : Epoch 1689 | loss: 0.0310846 | val_loss: 0.0311234 | Time: 2533.52 ms
[2021-03-26 12:53:25 main:574] : INFO : Epoch 1690 | loss: 0.031085 | val_loss: 0.0311298 | Time: 2531.24 ms
[2021-03-26 12:53:28 main:574] : INFO : Epoch 1691 | loss: 0.0310816 | val_loss: 0.0311286 | Time: 2574.29 ms
[2021-03-26 12:53:30 main:574] : INFO : Epoch 1692 | loss: 0.0310821 | val_loss: 0.0311272 | Time: 2527.98 ms
[2021-03-26 12:53:33 main:574] : INFO : Epoch 1693 | loss: 0.0310798 | val_loss: 0.0311296 | Time: 2544.84 ms
[2021-03-26 12:53:36 main:574] : INFO : Epoch 1694 | loss: 0.0310799 | val_loss: 0.0311246 | Time: 2541.65 ms
[2021-03-26 12:53:38 main:574] : INFO : Epoch 1695 | loss: 0.0310811 | val_loss: 0.0311285 | Time: 2540.6 ms
[2021-03-26 12:53:41 main:574] : INFO : Epoch 1696 | loss: 0.0310801 | val_loss: 0.0311296 | Time: 2548.1 ms
[2021-03-26 12:53:44 main:574] : INFO : Epoch 1697 | loss: 0.0310812 | val_loss: 0.0311345 | Time: 2536.69 ms
[2021-03-26 12:53:46 main:574] : INFO : Epoch 1698 | loss: 0.0310788 | val_loss: 0.0311282 | Time: 2531.69 ms
[2021-03-26 12:53:49 main:574] : INFO : Epoch 1699 | loss: 0.0310798 | val_loss: 0.031127 | Time: 2557.19 ms
[2021-03-26 12:53:51 main:574] : INFO : Epoch 1700 | loss: 0.031082 | val_loss: 0.0311294 | Time: 2532.07 ms
[2021-03-26 12:53:54 main:574] : INFO : Epoch 1701 | loss: 0.0310771 | val_loss: 0.0311292 | Time: 2543.71 ms
[2021-03-26 12:53:57 main:574] : INFO : Epoch 1702 | loss: 0.0310777 | val_loss: 0.0311248 | Time: 2546.18 ms
[2021-03-26 12:53:59 main:574] : INFO : Epoch 1703 | loss: 0.0310781 | val_loss: 0.0311371 | Time: 2537.76 ms
[2021-03-26 12:54:02 main:574] : INFO : Epoch 1704 | loss: 0.0310771 | val_loss: 0.0311321 | Time: 2553.89 ms
[2021-03-26 12:54:04 main:574] : INFO : Epoch 1705 | loss: 0.0310772 | val_loss: 0.0311292 | Time: 2539.96 ms
[2021-03-26 12:54:07 main:574] : INFO : Epoch 1706 | loss: 0.0310788 | val_loss: 0.0311296 | Time: 2535.03 ms
[2021-03-26 12:54:10 main:574] : INFO : Epoch 1707 | loss: 0.031082 | val_loss: 0.0311329 | Time: 2550.39 ms
[2021-03-26 12:54:12 main:574] : INFO : Epoch 1708 | loss: 0.0310755 | val_loss: 0.0311288 | Time: 2548.89 ms
[2021-03-26 12:54:15 main:574] : INFO : Epoch 1709 | loss: 0.0310759 | val_loss: 0.0311323 | Time: 2538.26 ms
[2021-03-26 12:54:18 main:574] : INFO : Epoch 1710 | loss: 0.0310746 | val_loss: 0.0311383 | Time: 2544.97 ms
[2021-03-26 12:54:20 main:574] : INFO : Epoch 1711 | loss: 0.0310753 | val_loss: 0.0311273 | Time: 2533.71 ms
[2021-03-26 12:54:23 main:574] : INFO : Epoch 1712 | loss: 0.0310749 | val_loss: 0.0311318 | Time: 2554.81 ms
[2021-03-26 12:54:25 main:574] : INFO : Epoch 1713 | loss: 0.0310742 | val_loss: 0.031134 | Time: 2546.34 ms
[2021-03-26 12:54:28 main:574] : INFO : Epoch 1714 | loss: 0.0310744 | val_loss: 0.0311416 | Time: 2553.07 ms
[2021-03-26 12:54:31 main:574] : INFO : Epoch 1715 | loss: 0.0310744 | val_loss: 0.0311357 | Time: 2547.75 ms
[2021-03-26 12:54:33 main:574] : INFO : Epoch 1716 | loss: 0.0310738 | val_loss: 0.0311283 | Time: 2533.06 ms
[2021-03-26 12:54:36 main:574] : INFO : Epoch 1717 | loss: 0.0310742 | val_loss: 0.0311409 | Time: 2525.64 ms
[2021-03-26 12:54:39 main:574] : INFO : Epoch 1718 | loss: 0.0310743 | val_loss: 0.03113 | Time: 2562.11 ms
[2021-03-26 12:54:41 main:574] : INFO : Epoch 1719 | loss: 0.0310766 | val_loss: 0.0311334 | Time: 2530.46 ms
[2021-03-26 12:54:44 main:574] : INFO : Epoch 1720 | loss: 0.0310759 | val_loss: 0.0311328 | Time: 2562.42 ms
[2021-03-26 12:54:46 main:574] : INFO : Epoch 1721 | loss: 0.0310774 | val_loss: 0.0311356 | Time: 2550.46 ms
[2021-03-26 12:54:49 main:574] : INFO : Epoch 1722 | loss: 0.031075 | val_loss: 0.0311312 | Time: 2540.35 ms
[2021-03-26 12:54:52 main:574] : INFO : Epoch 1723 | loss: 0.0310789 | val_loss: 0.0311359 | Time: 2557.76 ms
[2021-03-26 12:54:54 main:574] : INFO : Epoch 1724 | loss: 0.0310828 | val_loss: 0.0311367 | Time: 2536.39 ms
[2021-03-26 12:54:57 main:574] : INFO : Epoch 1725 | loss: 0.0310819 | val_loss: 0.0311269 | Time: 2531.07 ms
[2021-03-26 12:54:59 main:574] : INFO : Epoch 1726 | loss: 0.031078 | val_loss: 0.0311279 | Time: 2561.79 ms
[2021-03-26 12:55:02 main:574] : INFO : Epoch 1727 | loss: 0.0310779 | val_loss: 0.0311356 | Time: 2532.43 ms
[2021-03-26 12:55:05 main:574] : INFO : Epoch 1728 | loss: 0.0310759 | val_loss: 0.0311387 | Time: 2544.5 ms
[2021-03-26 12:55:07 main:574] : INFO : Epoch 1729 | loss: 0.0310746 | val_loss: 0.0311302 | Time: 2547.93 ms
[2021-03-26 12:55:10 main:574] : INFO : Epoch 1730 | loss: 0.031076 | val_loss: 0.0311369 | Time: 2541.2 ms
[2021-03-26 12:55:13 main:574] : INFO : Epoch 1731 | loss: 0.0310755 | val_loss: 0.031129 | Time: 2547.58 ms
[2021-03-26 12:55:15 main:574] : INFO : Epoch 1732 | loss: 0.0310759 | val_loss: 0.031127 | Time: 2527.96 ms
[2021-03-26 12:55:18 main:574] : INFO : Epoch 1733 | loss: 0.0310798 | val_loss: 0.0311298 | Time: 2540.22 ms
[2021-03-26 12:55:20 main:574] : INFO : Epoch 1734 | loss: 0.0310769 | val_loss: 0.0311324 | Time: 2555.54 ms
[2021-03-26 12:55:23 main:574] : INFO : Epoch 1735 | loss: 0.0310799 | val_loss: 0.0311389 | Time: 2533.34 ms
[2021-03-26 12:55:26 main:574] : INFO : Epoch 1736 | loss: 0.0310764 | val_loss: 0.0311326 | Time: 2533.34 ms
[2021-03-26 12:55:28 main:574] : INFO : Epoch 1737 | loss: 0.0310774 | val_loss: 0.0311309 | Time: 2550.24 ms
[2021-03-26 12:55:31 main:574] : INFO : Epoch 1738 | loss: 0.0310787 | val_loss: 0.0311347 | Time: 2534.48 ms
[2021-03-26 12:55:34 main:574] : INFO : Epoch 1739 | loss: 0.031077 | val_loss: 0.0311265 | Time: 2549.89 ms
[2021-03-26 12:55:36 main:574] : INFO : Epoch 1740 | loss: 0.0310848 | val_loss: 0.0311275 | Time: 2535.97 ms
[2021-03-26 12:55:39 main:574] : INFO : Epoch 1741 | loss: 0.0310887 | val_loss: 0.0311323 | Time: 2537.13 ms
[2021-03-26 12:55:42 main:574] : INFO : Epoch 1742 | loss: 0.0310828 | val_loss: 0.0311365 | Time: 2568.32 ms
[2021-03-26 12:55:44 main:574] : INFO : Epoch 1743 | loss: 0.0310785 | val_loss: 0.0311248 | Time: 2528.66 ms
[2021-03-26 12:55:47 main:574] : INFO : Epoch 1744 | loss: 0.0310783 | val_loss: 0.0311322 | Time: 2560.62 ms
[2021-03-26 12:55:49 main:574] : INFO : Epoch 1745 | loss: 0.0310764 | val_loss: 0.0311313 | Time: 2558.62 ms
[2021-03-26 12:55:52 main:574] : INFO : Epoch 1746 | loss: 0.0310786 | val_loss: 0.0311235 | Time: 2532.72 ms
[2021-03-26 12:55:55 main:574] : INFO : Epoch 1747 | loss: 0.0310789 | val_loss: 0.0311284 | Time: 2553.12 ms
[2021-03-26 12:55:57 main:574] : INFO : Epoch 1748 | loss: 0.0310783 | val_loss: 0.0311265 | Time: 2549.94 ms
[2021-03-26 12:56:00 main:574] : INFO : Epoch 1749 | loss: 0.0310746 | val_loss: 0.0311334 | Time: 2529.8 ms
[2021-03-26 12:56:03 main:574] : INFO : Epoch 1750 | loss: 0.0310745 | val_loss: 0.0311268 | Time: 2559.37 ms
[2021-03-26 12:56:05 main:574] : INFO : Epoch 1751 | loss: 0.0310779 | val_loss: 0.0311322 | Time: 2539.35 ms
[2021-03-26 12:56:08 main:574] : INFO : Epoch 1752 | loss: 0.031075 | val_loss: 0.03113 | Time: 2543.66 ms
[2021-03-26 12:56:10 main:574] : INFO : Epoch 1753 | loss: 0.0310745 | val_loss: 0.0311365 | Time: 2561.17 ms
[2021-03-26 12:56:13 main:574] : INFO : Epoch 1754 | loss: 0.0310766 | val_loss: 0.0311239 | Time: 2539.15 ms
[2021-03-26 12:56:16 main:574] : INFO : Epoch 1755 | loss: 0.0310781 | val_loss: 0.0311298 | Time: 2539.9 ms
[2021-03-26 12:56:18 main:574] : INFO : Epoch 1756 | loss: 0.0310756 | val_loss: 0.031135 | Time: 2540.93 ms
[2021-03-26 12:56:21 main:574] : INFO : Epoch 1757 | loss: 0.0310757 | val_loss: 0.0311378 | Time: 2528.3 ms
[2021-03-26 12:56:23 main:574] : INFO : Epoch 1758 | loss: 0.0310732 | val_loss: 0.0311368 | Time: 2561.65 ms
[2021-03-26 12:56:26 main:574] : INFO : Epoch 1759 | loss: 0.0310737 | val_loss: 0.0311292 | Time: 2531.88 ms
[2021-03-26 12:56:29 main:574] : INFO : Epoch 1760 | loss: 0.0310762 | val_loss: 0.0311445 | Time: 2551.42 ms
[2021-03-26 12:56:31 main:574] : INFO : Epoch 1761 | loss: 0.0310833 | val_loss: 0.0311266 | Time: 2546.77 ms
[2021-03-26 12:56:34 main:574] : INFO : Epoch 1762 | loss: 0.0310779 | val_loss: 0.0311321 | Time: 2542.75 ms
[2021-03-26 12:56:37 main:574] : INFO : Epoch 1763 | loss: 0.031075 | val_loss: 0.0311279 | Time: 2538.07 ms
[2021-03-26 12:56:39 main:574] : INFO : Epoch 1764 | loss: 0.0310767 | val_loss: 0.0311308 | Time: 2564.86 ms
[2021-03-26 12:56:42 main:574] : INFO : Epoch 1765 | loss: 0.0310739 | val_loss: 0.0311327 | Time: 2570.2 ms
[2021-03-26 12:56:44 main:574] : INFO : Epoch 1766 | loss: 0.031074 | val_loss: 0.0311308 | Time: 2577.34 ms
[2021-03-26 12:56:47 main:574] : INFO : Epoch 1767 | loss: 0.0310715 | val_loss: 0.0311257 | Time: 2534.29 ms
[2021-03-26 12:56:50 main:574] : INFO : Epoch 1768 | loss: 0.0310716 | val_loss: 0.0311305 | Time: 2542.2 ms
[2021-03-26 12:56:53 main:574] : INFO : Epoch 1769 | loss: 0.0310728 | val_loss: 0.0311334 | Time: 2562.64 ms
[2021-03-26 12:56:55 main:574] : INFO : Epoch 1770 | loss: 0.0310792 | val_loss: 0.0311367 | Time: 2535.55 ms
[2021-03-26 12:56:58 main:574] : INFO : Epoch 1771 | loss: 0.0310785 | val_loss: 0.0311311 | Time: 2539.08 ms
[2021-03-26 12:57:00 main:574] : INFO : Epoch 1772 | loss: 0.0310779 | val_loss: 0.0311322 | Time: 2540.51 ms
[2021-03-26 12:57:03 main:574] : INFO : Epoch 1773 | loss: 0.0310773 | val_loss: 0.0311381 | Time: 2545.31 ms
[2021-03-26 12:57:06 main:574] : INFO : Epoch 1774 | loss: 0.0310789 | val_loss: 0.0311318 | Time: 2551.52 ms
[2021-03-26 12:57:08 main:574] : INFO : Epoch 1775 | loss: 0.0310788 | val_loss: 0.0311306 | Time: 2526.45 ms
[2021-03-26 12:57:11 main:574] : INFO : Epoch 1776 | loss: 0.0310933 | val_loss: 0.0311323 | Time: 2537.7 ms
[2021-03-26 12:57:13 main:574] : INFO : Epoch 1777 | loss: 0.0310947 | val_loss: 0.0311209 | Time: 2565.43 ms
[2021-03-26 12:57:16 main:574] : INFO : Epoch 1778 | loss: 0.0310904 | val_loss: 0.0311336 | Time: 2535.72 ms
[2021-03-26 12:57:19 main:574] : INFO : Epoch 1779 | loss: 0.0310867 | val_loss: 0.0311296 | Time: 2550.71 ms
[2021-03-26 12:57:21 main:574] : INFO : Epoch 1780 | loss: 0.0310823 | val_loss: 0.0311368 | Time: 2550.57 ms
[2021-03-26 12:57:24 main:574] : INFO : Epoch 1781 | loss: 0.0310837 | val_loss: 0.03113 | Time: 2539.29 ms
[2021-03-26 12:57:27 main:574] : INFO : Epoch 1782 | loss: 0.0310847 | val_loss: 0.0311307 | Time: 2550.77 ms
[2021-03-26 12:57:29 main:574] : INFO : Epoch 1783 | loss: 0.0310856 | val_loss: 0.0311267 | Time: 2546.21 ms
[2021-03-26 12:57:32 main:574] : INFO : Epoch 1784 | loss: 0.0310872 | val_loss: 0.0311273 | Time: 2529.86 ms
[2021-03-26 12:57:34 main:574] : INFO : Epoch 1785 | loss: 0.0310836 | val_loss: 0.0311214 | Time: 2548.68 ms
[2021-03-26 12:57:37 main:574] : INFO : Epoch 1786 | loss: 0.0310828 | val_loss: 0.0311192 | Time: 2537.15 ms
[2021-03-26 12:57:40 main:574] : INFO : Epoch 1787 | loss: 0.0310802 | val_loss: 0.0311206 | Time: 2536.8 ms
[2021-03-26 12:57:42 main:574] : INFO : Epoch 1788 | loss: 0.0310867 | val_loss: 0.0311287 | Time: 2561.22 ms
[2021-03-26 12:57:45 main:574] : INFO : Epoch 1789 | loss: 0.0311182 | val_loss: 0.0311278 | Time: 2537.34 ms
[2021-03-26 12:57:48 main:574] : INFO : Epoch 1790 | loss: 0.0311187 | val_loss: 0.0311224 | Time: 2543.6 ms
[2021-03-26 12:57:50 main:574] : INFO : Epoch 1791 | loss: 0.0311107 | val_loss: 0.0311203 | Time: 2532.45 ms
[2021-03-26 12:57:53 main:574] : INFO : Epoch 1792 | loss: 0.0311046 | val_loss: 0.0311217 | Time: 2537.94 ms
[2021-03-26 12:57:56 main:574] : INFO : Epoch 1793 | loss: 0.0311004 | val_loss: 0.0311275 | Time: 2563.6 ms
[2021-03-26 12:57:58 main:574] : INFO : Epoch 1794 | loss: 0.0311015 | val_loss: 0.0311197 | Time: 2538.77 ms
[2021-03-26 12:58:01 main:574] : INFO : Epoch 1795 | loss: 0.0311013 | val_loss: 0.031122 | Time: 2537.61 ms
[2021-03-26 12:58:03 main:574] : INFO : Epoch 1796 | loss: 0.0310956 | val_loss: 0.031122 | Time: 2557.08 ms
[2021-03-26 12:58:06 main:574] : INFO : Epoch 1797 | loss: 0.0310921 | val_loss: 0.0311208 | Time: 2531.82 ms
[2021-03-26 12:58:09 main:574] : INFO : Epoch 1798 | loss: 0.0310922 | val_loss: 0.0311226 | Time: 2548.32 ms
[2021-03-26 12:58:11 main:574] : INFO : Epoch 1799 | loss: 0.0310914 | val_loss: 0.0311253 | Time: 2533.27 ms
[2021-03-26 12:58:14 main:574] : INFO : Epoch 1800 | loss: 0.0310937 | val_loss: 0.031124 | Time: 2542.15 ms
[2021-03-26 12:58:16 main:574] : INFO : Epoch 1801 | loss: 0.0310945 | val_loss: 0.0311269 | Time: 2555.95 ms
[2021-03-26 12:58:19 main:574] : INFO : Epoch 1802 | loss: 0.031093 | val_loss: 0.0311317 | Time: 2531.25 ms
[2021-03-26 12:58:22 main:574] : INFO : Epoch 1803 | loss: 0.0310895 | val_loss: 0.0311263 | Time: 2531.77 ms
[2021-03-26 12:58:24 main:574] : INFO : Epoch 1804 | loss: 0.0310893 | val_loss: 0.0311279 | Time: 2615.47 ms
[2021-03-26 12:58:27 main:574] : INFO : Epoch 1805 | loss: 0.0310863 | val_loss: 0.0311245 | Time: 2524.04 ms
[2021-03-26 12:58:30 main:574] : INFO : Epoch 1806 | loss: 0.0310859 | val_loss: 0.0311216 | Time: 2548.53 ms
[2021-03-26 12:58:32 main:574] : INFO : Epoch 1807 | loss: 0.0310863 | val_loss: 0.0311235 | Time: 2545.48 ms
[2021-03-26 12:58:35 main:574] : INFO : Epoch 1808 | loss: 0.0310898 | val_loss: 0.0311316 | Time: 2536.04 ms
[2021-03-26 12:58:37 main:574] : INFO : Epoch 1809 | loss: 0.0310855 | val_loss: 0.0311255 | Time: 2541.42 ms
[2021-03-26 12:58:40 main:574] : INFO : Epoch 1810 | loss: 0.0310887 | val_loss: 0.0311247 | Time: 2531.85 ms
[2021-03-26 12:58:43 main:574] : INFO : Epoch 1811 | loss: 0.0310874 | val_loss: 0.0311195 | Time: 2540.8 ms
[2021-03-26 12:58:45 main:574] : INFO : Epoch 1812 | loss: 0.0310861 | val_loss: 0.0311199 | Time: 2551.23 ms
[2021-03-26 12:58:48 main:574] : INFO : Epoch 1813 | loss: 0.0310866 | val_loss: 0.0311199 | Time: 2535.75 ms
[2021-03-26 12:58:50 main:574] : INFO : Epoch 1814 | loss: 0.0310843 | val_loss: 0.0311248 | Time: 2541.63 ms
[2021-03-26 12:58:53 main:574] : INFO : Epoch 1815 | loss: 0.0310848 | val_loss: 0.0311226 | Time: 2553.32 ms
[2021-03-26 12:58:56 main:574] : INFO : Epoch 1816 | loss: 0.0310851 | val_loss: 0.0311194 | Time: 2530.05 ms
[2021-03-26 12:58:58 main:574] : INFO : Epoch 1817 | loss: 0.0310876 | val_loss: 0.0311277 | Time: 2554.88 ms
[2021-03-26 12:59:01 main:574] : INFO : Epoch 1818 | loss: 0.0310886 | val_loss: 0.0311264 | Time: 2540.55 ms
[2021-03-26 12:59:04 main:574] : INFO : Epoch 1819 | loss: 0.0310849 | val_loss: 0.0311262 | Time: 2536.4 ms
[2021-03-26 12:59:06 main:574] : INFO : Epoch 1820 | loss: 0.0310843 | val_loss: 0.0311218 | Time: 2567.74 ms
[2021-03-26 12:59:09 main:574] : INFO : Epoch 1821 | loss: 0.0310867 | val_loss: 0.0311255 | Time: 2529.14 ms
[2021-03-26 12:59:11 main:574] : INFO : Epoch 1822 | loss: 0.0310842 | val_loss: 0.0311204 | Time: 2539.76 ms
[2021-03-26 12:59:14 main:574] : INFO : Epoch 1823 | loss: 0.0310832 | val_loss: 0.0311237 | Time: 2556.98 ms
[2021-03-26 12:59:17 main:574] : INFO : Epoch 1824 | loss: 0.0310826 | val_loss: 0.0311215 | Time: 2535.35 ms
[2021-03-26 12:59:19 main:574] : INFO : Epoch 1825 | loss: 0.0310817 | val_loss: 0.0311199 | Time: 2543.09 ms
[2021-03-26 12:59:22 main:574] : INFO : Epoch 1826 | loss: 0.0310808 | val_loss: 0.0311227 | Time: 2542.09 ms
[2021-03-26 12:59:25 main:574] : INFO : Epoch 1827 | loss: 0.0310811 | val_loss: 0.0311231 | Time: 2540.54 ms
[2021-03-26 12:59:27 main:574] : INFO : Epoch 1828 | loss: 0.0310812 | val_loss: 0.03113 | Time: 2556.01 ms
[2021-03-26 12:59:30 main:574] : INFO : Epoch 1829 | loss: 0.031091 | val_loss: 0.0311245 | Time: 2538.66 ms
[2021-03-26 12:59:32 main:574] : INFO : Epoch 1830 | loss: 0.0310967 | val_loss: 0.031122 | Time: 2539.73 ms
[2021-03-26 12:59:35 main:574] : INFO : Epoch 1831 | loss: 0.0310972 | val_loss: 0.031121 | Time: 2559.14 ms
[2021-03-26 12:59:38 main:574] : INFO : Epoch 1832 | loss: 0.031095 | val_loss: 0.0311215 | Time: 2533.41 ms
[2021-03-26 12:59:40 main:574] : INFO : Epoch 1833 | loss: 0.031088 | val_loss: 0.0311164 | Time: 2533.84 ms
[2021-03-26 12:59:43 main:574] : INFO : Epoch 1834 | loss: 0.0310855 | val_loss: 0.0311172 | Time: 2530.2 ms
[2021-03-26 12:59:46 main:574] : INFO : Epoch 1835 | loss: 0.0310865 | val_loss: 0.0311188 | Time: 2533.23 ms
[2021-03-26 12:59:48 main:574] : INFO : Epoch 1836 | loss: 0.0310866 | val_loss: 0.0311249 | Time: 2561.47 ms
[2021-03-26 12:59:51 main:574] : INFO : Epoch 1837 | loss: 0.0310818 | val_loss: 0.0311204 | Time: 2541.69 ms
[2021-03-26 12:59:54 main:574] : INFO : Epoch 1838 | loss: 0.0310832 | val_loss: 0.0311258 | Time: 2530.71 ms
[2021-03-26 12:59:56 main:574] : INFO : Epoch 1839 | loss: 0.0310858 | val_loss: 0.0311232 | Time: 2557.15 ms
[2021-03-26 12:59:59 main:574] : INFO : Epoch 1840 | loss: 0.0310817 | val_loss: 0.0311175 | Time: 2537.52 ms
[2021-03-26 13:00:01 main:574] : INFO : Epoch 1841 | loss: 0.0310841 | val_loss: 0.0311244 | Time: 2546.13 ms
[2021-03-26 13:00:04 main:574] : INFO : Epoch 1842 | loss: 0.0310817 | val_loss: 0.0311196 | Time: 2546.05 ms
[2021-03-26 13:00:07 main:574] : INFO : Epoch 1843 | loss: 0.0310822 | val_loss: 0.0311237 | Time: 2537.46 ms
[2021-03-26 13:00:09 main:574] : INFO : Epoch 1844 | loss: 0.0311003 | val_loss: 0.0311259 | Time: 2549.26 ms
[2021-03-26 13:00:12 main:574] : INFO : Epoch 1845 | loss: 0.0310923 | val_loss: 0.0311175 | Time: 2525.98 ms
[2021-03-26 13:00:14 main:574] : INFO : Epoch 1846 | loss: 0.031086 | val_loss: 0.0311284 | Time: 2537.08 ms
[2021-03-26 13:00:17 main:574] : INFO : Epoch 1847 | loss: 0.0310815 | val_loss: 0.0311193 | Time: 2543.99 ms
[2021-03-26 13:00:20 main:574] : INFO : Epoch 1848 | loss: 0.0310804 | val_loss: 0.0311232 | Time: 2528.68 ms
[2021-03-26 13:00:22 main:574] : INFO : Epoch 1849 | loss: 0.0310798 | val_loss: 0.0311198 | Time: 2539.3 ms
[2021-03-26 13:00:25 main:574] : INFO : Epoch 1850 | loss: 0.0310789 | val_loss: 0.0311224 | Time: 2546.97 ms
[2021-03-26 13:00:28 main:574] : INFO : Epoch 1851 | loss: 0.0310793 | val_loss: 0.031122 | Time: 2528.23 ms
[2021-03-26 13:00:30 main:574] : INFO : Epoch 1852 | loss: 0.0310777 | val_loss: 0.0311334 | Time: 2552.48 ms
[2021-03-26 13:00:33 main:574] : INFO : Epoch 1853 | loss: 0.0310793 | val_loss: 0.0311227 | Time: 2537.84 ms
[2021-03-26 13:00:35 main:574] : INFO : Epoch 1854 | loss: 0.0310792 | val_loss: 0.0311286 | Time: 2531.64 ms
[2021-03-26 13:00:38 main:574] : INFO : Epoch 1855 | loss: 0.0310797 | val_loss: 0.0311252 | Time: 2555.74 ms
[2021-03-26 13:00:41 main:574] : INFO : Epoch 1856 | loss: 0.0310788 | val_loss: 0.0311224 | Time: 2535.26 ms
[2021-03-26 13:00:43 main:574] : INFO : Epoch 1857 | loss: 0.0310812 | val_loss: 0.0311206 | Time: 2527.69 ms
[2021-03-26 13:00:46 main:574] : INFO : Epoch 1858 | loss: 0.0310812 | val_loss: 0.0311267 | Time: 2548.22 ms
[2021-03-26 13:00:48 main:574] : INFO : Epoch 1859 | loss: 0.0310798 | val_loss: 0.0311228 | Time: 2537.12 ms
[2021-03-26 13:00:51 main:574] : INFO : Epoch 1860 | loss: 0.0310787 | val_loss: 0.0311265 | Time: 2548.21 ms
[2021-03-26 13:00:54 main:574] : INFO : Epoch 1861 | loss: 0.0310766 | val_loss: 0.031128 | Time: 2543.95 ms
[2021-03-26 13:00:56 main:574] : INFO : Epoch 1862 | loss: 0.0310777 | val_loss: 0.0311234 | Time: 2527.19 ms
[2021-03-26 13:00:59 main:574] : INFO : Epoch 1863 | loss: 0.0310805 | val_loss: 0.0311266 | Time: 2550.85 ms
[2021-03-26 13:01:02 main:574] : INFO : Epoch 1864 | loss: 0.0310751 | val_loss: 0.0311281 | Time: 2531.5 ms
[2021-03-26 13:01:04 main:574] : INFO : Epoch 1865 | loss: 0.0310765 | val_loss: 0.0311256 | Time: 2532.7 ms
[2021-03-26 13:01:07 main:574] : INFO : Epoch 1866 | loss: 0.0310777 | val_loss: 0.0311254 | Time: 2557.68 ms
[2021-03-26 13:01:09 main:574] : INFO : Epoch 1867 | loss: 0.0310799 | val_loss: 0.031125 | Time: 2531.35 ms
[2021-03-26 13:01:12 main:574] : INFO : Epoch 1868 | loss: 0.0310805 | val_loss: 0.0311231 | Time: 2535.25 ms
[2021-03-26 13:01:15 main:574] : INFO : Epoch 1869 | loss: 0.0310823 | val_loss: 0.0311318 | Time: 2547.13 ms
[2021-03-26 13:01:17 main:574] : INFO : Epoch 1870 | loss: 0.0310849 | val_loss: 0.0311318 | Time: 2532.21 ms
[2021-03-26 13:01:20 main:574] : INFO : Epoch 1871 | loss: 0.0352368 | val_loss: 0.0319038 | Time: 2561.47 ms
[2021-03-26 13:01:23 main:574] : INFO : Epoch 1872 | loss: 0.0348253 | val_loss: 0.0313932 | Time: 2544.1 ms
[2021-03-26 13:01:25 main:574] : INFO : Epoch 1873 | loss: 0.03192 | val_loss: 0.0313701 | Time: 2524 ms
[2021-03-26 13:01:28 main:574] : INFO : Epoch 1874 | loss: 0.031306 | val_loss: 0.0312668 | Time: 2556.96 ms
[2021-03-26 13:01:30 main:574] : INFO : Epoch 1875 | loss: 0.0312251 | val_loss: 0.0312023 | Time: 2546.22 ms
[2021-03-26 13:01:33 main:574] : INFO : Epoch 1876 | loss: 0.0311966 | val_loss: 0.0311909 | Time: 2559.63 ms
[2021-03-26 13:01:36 main:574] : INFO : Epoch 1877 | loss: 0.0311891 | val_loss: 0.0311859 | Time: 2538.17 ms
[2021-03-26 13:01:38 main:574] : INFO : Epoch 1878 | loss: 0.0311838 | val_loss: 0.0311805 | Time: 2533.19 ms
[2021-03-26 13:01:41 main:574] : INFO : Epoch 1879 | loss: 0.0311794 | val_loss: 0.031176 | Time: 2564.26 ms
[2021-03-26 13:01:44 main:574] : INFO : Epoch 1880 | loss: 0.0311746 | val_loss: 0.0311718 | Time: 2542.68 ms
[2021-03-26 13:01:46 main:574] : INFO : Epoch 1881 | loss: 0.0311659 | val_loss: 0.0311484 | Time: 2523.65 ms
[2021-03-26 13:01:49 main:574] : INFO : Epoch 1882 | loss: 0.0311299 | val_loss: 0.0311257 | Time: 2549.61 ms
[2021-03-26 13:01:51 main:574] : INFO : Epoch 1883 | loss: 0.0311058 | val_loss: 0.0311348 | Time: 2527.37 ms
[2021-03-26 13:01:54 main:574] : INFO : Epoch 1884 | loss: 0.0310998 | val_loss: 0.0311283 | Time: 2529.14 ms
[2021-03-26 13:01:57 main:574] : INFO : Epoch 1885 | loss: 0.0310977 | val_loss: 0.0311289 | Time: 2551.3 ms
[2021-03-26 13:01:59 main:574] : INFO : Epoch 1886 | loss: 0.0310962 | val_loss: 0.0311254 | Time: 2539.09 ms
[2021-03-26 13:02:02 main:574] : INFO : Epoch 1887 | loss: 0.0310964 | val_loss: 0.0311235 | Time: 2549.92 ms
[2021-03-26 13:02:05 main:574] : INFO : Epoch 1888 | loss: 0.0310932 | val_loss: 0.0311226 | Time: 2532.08 ms
[2021-03-26 13:02:07 main:574] : INFO : Epoch 1889 | loss: 0.0310897 | val_loss: 0.0311267 | Time: 2522.88 ms
[2021-03-26 13:02:10 main:574] : INFO : Epoch 1890 | loss: 0.0310892 | val_loss: 0.0311282 | Time: 2547.67 ms
[2021-03-26 13:02:13 main:574] : INFO : Epoch 1891 | loss: 0.0310902 | val_loss: 0.0311249 | Time: 2535.79 ms
[2021-03-26 13:02:15 main:574] : INFO : Epoch 1892 | loss: 0.0310887 | val_loss: 0.0311252 | Time: 2533.44 ms
[2021-03-26 13:02:18 main:574] : INFO : Epoch 1893 | loss: 0.0310896 | val_loss: 0.0311239 | Time: 2550.34 ms
[2021-03-26 13:02:20 main:574] : INFO : Epoch 1894 | loss: 0.0310888 | val_loss: 0.0311281 | Time: 2534.57 ms
[2021-03-26 13:02:23 main:574] : INFO : Epoch 1895 | loss: 0.0310869 | val_loss: 0.0311262 | Time: 2611.01 ms
[2021-03-26 13:02:26 main:574] : INFO : Epoch 1896 | loss: 0.0310879 | val_loss: 0.0311357 | Time: 2544.43 ms
[2021-03-26 13:02:28 main:574] : INFO : Epoch 1897 | loss: 0.0310908 | val_loss: 0.0311295 | Time: 2540.71 ms
[2021-03-26 13:02:31 main:574] : INFO : Epoch 1898 | loss: 0.0310915 | val_loss: 0.0311283 | Time: 2569.08 ms
[2021-03-26 13:02:34 main:574] : INFO : Epoch 1899 | loss: 0.0310893 | val_loss: 0.0311249 | Time: 2544.38 ms
[2021-03-26 13:02:36 main:574] : INFO : Epoch 1900 | loss: 0.0310877 | val_loss: 0.0311229 | Time: 2540.3 ms
[2021-03-26 13:02:39 main:574] : INFO : Epoch 1901 | loss: 0.0310865 | val_loss: 0.0311388 | Time: 2545.87 ms
[2021-03-26 13:02:41 main:574] : INFO : Epoch 1902 | loss: 0.0310865 | val_loss: 0.0311251 | Time: 2533.76 ms
[2021-03-26 13:02:44 main:574] : INFO : Epoch 1903 | loss: 0.0310839 | val_loss: 0.0311275 | Time: 2542.28 ms
[2021-03-26 13:02:47 main:574] : INFO : Epoch 1904 | loss: 0.0310832 | val_loss: 0.0311227 | Time: 2531.74 ms
[2021-03-26 13:02:49 main:574] : INFO : Epoch 1905 | loss: 0.0310843 | val_loss: 0.0311289 | Time: 2544.42 ms
[2021-03-26 13:02:52 main:574] : INFO : Epoch 1906 | loss: 0.031084 | val_loss: 0.0311282 | Time: 2547.61 ms
[2021-03-26 13:02:54 main:574] : INFO : Epoch 1907 | loss: 0.0310877 | val_loss: 0.0311289 | Time: 2558.14 ms
[2021-03-26 13:02:57 main:574] : INFO : Epoch 1908 | loss: 0.031084 | val_loss: 0.0311308 | Time: 2529.84 ms
[2021-03-26 13:03:00 main:574] : INFO : Epoch 1909 | loss: 0.0310826 | val_loss: 0.0311329 | Time: 2546.29 ms
[2021-03-26 13:03:02 main:574] : INFO : Epoch 1910 | loss: 0.0310832 | val_loss: 0.0311355 | Time: 2532.86 ms
[2021-03-26 13:03:05 main:574] : INFO : Epoch 1911 | loss: 0.0310826 | val_loss: 0.0311331 | Time: 2541.34 ms
[2021-03-26 13:03:08 main:574] : INFO : Epoch 1912 | loss: 0.0310843 | val_loss: 0.0311273 | Time: 2552.23 ms
[2021-03-26 13:03:10 main:574] : INFO : Epoch 1913 | loss: 0.0310822 | val_loss: 0.0311325 | Time: 2527.32 ms
[2021-03-26 13:03:13 main:574] : INFO : Epoch 1914 | loss: 0.03108 | val_loss: 0.0311244 | Time: 2549.09 ms
[2021-03-26 13:03:15 main:574] : INFO : Epoch 1915 | loss: 0.0310805 | val_loss: 0.0311303 | Time: 2539.31 ms
[2021-03-26 13:03:18 main:574] : INFO : Epoch 1916 | loss: 0.0310803 | val_loss: 0.0311246 | Time: 2531.54 ms
[2021-03-26 13:03:21 main:574] : INFO : Epoch 1917 | loss: 0.0310825 | val_loss: 0.0311321 | Time: 2547.69 ms
[2021-03-26 13:03:23 main:574] : INFO : Epoch 1918 | loss: 0.0310832 | val_loss: 0.0311264 | Time: 2547.14 ms
[2021-03-26 13:03:26 main:574] : INFO : Epoch 1919 | loss: 0.0310804 | val_loss: 0.0311259 | Time: 2544.02 ms
[2021-03-26 13:03:29 main:574] : INFO : Epoch 1920 | loss: 0.0310815 | val_loss: 0.0311327 | Time: 2561.09 ms
[2021-03-26 13:03:31 main:574] : INFO : Epoch 1921 | loss: 0.0310789 | val_loss: 0.0311326 | Time: 2525.45 ms
[2021-03-26 13:03:34 main:574] : INFO : Epoch 1922 | loss: 0.031078 | val_loss: 0.0311302 | Time: 2536.59 ms
[2021-03-26 13:03:36 main:574] : INFO : Epoch 1923 | loss: 0.0310807 | val_loss: 0.0311424 | Time: 2526.13 ms
[2021-03-26 13:03:39 main:574] : INFO : Epoch 1924 | loss: 0.0310801 | val_loss: 0.0311459 | Time: 2541.2 ms
[2021-03-26 13:03:42 main:574] : INFO : Epoch 1925 | loss: 0.0310812 | val_loss: 0.0311408 | Time: 2552.46 ms
[2021-03-26 13:03:44 main:574] : INFO : Epoch 1926 | loss: 0.031079 | val_loss: 0.0311387 | Time: 2532.41 ms
[2021-03-26 13:03:47 main:574] : INFO : Epoch 1927 | loss: 0.031082 | val_loss: 0.031149 | Time: 2532.37 ms
[2021-03-26 13:03:50 main:574] : INFO : Epoch 1928 | loss: 0.0310832 | val_loss: 0.0311319 | Time: 2556 ms
[2021-03-26 13:03:52 main:574] : INFO : Epoch 1929 | loss: 0.0310801 | val_loss: 0.0311367 | Time: 2533.11 ms
[2021-03-26 13:03:55 main:574] : INFO : Epoch 1930 | loss: 0.03108 | val_loss: 0.0311305 | Time: 2541.37 ms
[2021-03-26 13:03:57 main:574] : INFO : Epoch 1931 | loss: 0.0310775 | val_loss: 0.0311323 | Time: 2547.92 ms
[2021-03-26 13:04:00 main:574] : INFO : Epoch 1932 | loss: 0.0310777 | val_loss: 0.0311223 | Time: 2532.02 ms
[2021-03-26 13:04:03 main:574] : INFO : Epoch 1933 | loss: 0.0310797 | val_loss: 0.0311239 | Time: 2570.26 ms
[2021-03-26 13:04:05 main:574] : INFO : Epoch 1934 | loss: 0.0310805 | val_loss: 0.0311197 | Time: 2528.73 ms
[2021-03-26 13:04:08 main:574] : INFO : Epoch 1935 | loss: 0.0310806 | val_loss: 0.0311275 | Time: 2550.84 ms
[2021-03-26 13:04:11 main:574] : INFO : Epoch 1936 | loss: 0.0310784 | val_loss: 0.0311242 | Time: 2541.02 ms
[2021-03-26 13:04:13 main:574] : INFO : Epoch 1937 | loss: 0.0310773 | val_loss: 0.0311312 | Time: 2539.98 ms
[2021-03-26 13:04:16 main:574] : INFO : Epoch 1938 | loss: 0.0310769 | val_loss: 0.0311282 | Time: 2546.87 ms
[2021-03-26 13:04:18 main:574] : INFO : Epoch 1939 | loss: 0.0310789 | val_loss: 0.0311257 | Time: 2550.97 ms
[2021-03-26 13:04:21 main:574] : INFO : Epoch 1940 | loss: 0.03108 | val_loss: 0.0311283 | Time: 2532.88 ms
[2021-03-26 13:04:24 main:574] : INFO : Epoch 1941 | loss: 0.0310837 | val_loss: 0.0311289 | Time: 2564.19 ms
[2021-03-26 13:04:26 main:574] : INFO : Epoch 1942 | loss: 0.0310827 | val_loss: 0.031134 | Time: 2531.85 ms
[2021-03-26 13:04:29 main:574] : INFO : Epoch 1943 | loss: 0.0310812 | val_loss: 0.031126 | Time: 2536.6 ms
[2021-03-26 13:04:31 main:574] : INFO : Epoch 1944 | loss: 0.0310767 | val_loss: 0.0311304 | Time: 2545.09 ms
[2021-03-26 13:04:34 main:574] : INFO : Epoch 1945 | loss: 0.0310764 | val_loss: 0.0311252 | Time: 2531.7 ms
[2021-03-26 13:04:37 main:574] : INFO : Epoch 1946 | loss: 0.0310772 | val_loss: 0.031128 | Time: 2547.91 ms
[2021-03-26 13:04:39 main:574] : INFO : Epoch 1947 | loss: 0.0310785 | val_loss: 0.0311314 | Time: 2540.21 ms
[2021-03-26 13:04:42 main:574] : INFO : Epoch 1948 | loss: 0.0310746 | val_loss: 0.0311301 | Time: 2535.02 ms
[2021-03-26 13:04:45 main:574] : INFO : Epoch 1949 | loss: 0.0310787 | val_loss: 0.0311317 | Time: 2551.54 ms
[2021-03-26 13:04:47 main:574] : INFO : Epoch 1950 | loss: 0.031081 | val_loss: 0.0311275 | Time: 2530.97 ms
[2021-03-26 13:04:50 main:574] : INFO : Epoch 1951 | loss: 0.0310848 | val_loss: 0.0311295 | Time: 2534.07 ms
[2021-03-26 13:04:53 main:574] : INFO : Epoch 1952 | loss: 0.0310822 | val_loss: 0.0311424 | Time: 2552.96 ms
[2021-03-26 13:04:55 main:574] : INFO : Epoch 1953 | loss: 0.0310775 | val_loss: 0.0311255 | Time: 2533.11 ms
[2021-03-26 13:04:58 main:574] : INFO : Epoch 1954 | loss: 0.0310767 | val_loss: 0.0311301 | Time: 2548.2 ms
[2021-03-26 13:05:00 main:574] : INFO : Epoch 1955 | loss: 0.0310782 | val_loss: 0.0311318 | Time: 2546.56 ms
[2021-03-26 13:05:03 main:574] : INFO : Epoch 1956 | loss: 0.0310759 | val_loss: 0.0311293 | Time: 2533.83 ms
[2021-03-26 13:05:06 main:574] : INFO : Epoch 1957 | loss: 0.0310775 | val_loss: 0.0311314 | Time: 2551.9 ms
[2021-03-26 13:05:08 main:574] : INFO : Epoch 1958 | loss: 0.0310781 | val_loss: 0.031127 | Time: 2547.37 ms
[2021-03-26 13:05:11 main:574] : INFO : Epoch 1959 | loss: 0.0310775 | val_loss: 0.0311317 | Time: 2528.23 ms
[2021-03-26 13:05:13 main:574] : INFO : Epoch 1960 | loss: 0.0310798 | val_loss: 0.0311419 | Time: 2552.89 ms
[2021-03-26 13:05:16 main:574] : INFO : Epoch 1961 | loss: 0.0310777 | val_loss: 0.0311262 | Time: 2530.04 ms
[2021-03-26 13:05:19 main:574] : INFO : Epoch 1962 | loss: 0.0310752 | val_loss: 0.0311301 | Time: 2549.07 ms
[2021-03-26 13:05:21 main:574] : INFO : Epoch 1963 | loss: 0.031078 | val_loss: 0.0311437 | Time: 2536.45 ms
[2021-03-26 13:05:24 main:574] : INFO : Epoch 1964 | loss: 0.0310852 | val_loss: 0.0311316 | Time: 2538.52 ms
[2021-03-26 13:05:27 main:574] : INFO : Epoch 1965 | loss: 0.0310788 | val_loss: 0.0311287 | Time: 2555.95 ms
[2021-03-26 13:05:29 main:574] : INFO : Epoch 1966 | loss: 0.0310784 | val_loss: 0.0311314 | Time: 2522.32 ms
[2021-03-26 13:05:32 main:574] : INFO : Epoch 1967 | loss: 0.0310775 | val_loss: 0.0311284 | Time: 2531.06 ms
[2021-03-26 13:05:34 main:574] : INFO : Epoch 1968 | loss: 0.0310776 | val_loss: 0.0311442 | Time: 2556.4 ms
[2021-03-26 13:05:37 main:574] : INFO : Epoch 1969 | loss: 0.0310826 | val_loss: 0.0311305 | Time: 2530.98 ms
[2021-03-26 13:05:40 main:574] : INFO : Epoch 1970 | loss: 0.0310802 | val_loss: 0.0311283 | Time: 2550.31 ms
[2021-03-26 13:05:42 main:574] : INFO : Epoch 1971 | loss: 0.031077 | val_loss: 0.0311264 | Time: 2537.83 ms
[2021-03-26 13:05:45 main:574] : INFO : Epoch 1972 | loss: 0.0310782 | val_loss: 0.0311301 | Time: 2536.19 ms
[2021-03-26 13:05:48 main:574] : INFO : Epoch 1973 | loss: 0.0310767 | val_loss: 0.0311345 | Time: 2571.79 ms
[2021-03-26 13:05:50 main:574] : INFO : Epoch 1974 | loss: 0.0310759 | val_loss: 0.0311401 | Time: 2532.52 ms
[2021-03-26 13:05:53 main:574] : INFO : Epoch 1975 | loss: 0.0310773 | val_loss: 0.0311301 | Time: 2527.51 ms
[2021-03-26 13:05:55 main:574] : INFO : Epoch 1976 | loss: 0.0310728 | val_loss: 0.0311296 | Time: 2560.22 ms
[2021-03-26 13:05:58 main:574] : INFO : Epoch 1977 | loss: 0.0310727 | val_loss: 0.0311408 | Time: 2530.19 ms
[2021-03-26 13:06:01 main:574] : INFO : Epoch 1978 | loss: 0.0310747 | val_loss: 0.0311242 | Time: 2540.58 ms
[2021-03-26 13:06:03 main:574] : INFO : Epoch 1979 | loss: 0.0310751 | val_loss: 0.0311277 | Time: 2550.27 ms
[2021-03-26 13:06:06 main:574] : INFO : Epoch 1980 | loss: 0.0310739 | val_loss: 0.0311278 | Time: 2528.38 ms
[2021-03-26 13:06:09 main:574] : INFO : Epoch 1981 | loss: 0.0310738 | val_loss: 0.0311251 | Time: 2558.49 ms
[2021-03-26 13:06:11 main:574] : INFO : Epoch 1982 | loss: 0.0310739 | val_loss: 0.031132 | Time: 2535.98 ms
[2021-03-26 13:06:14 main:574] : INFO : Epoch 1983 | loss: 0.0310739 | val_loss: 0.0311303 | Time: 2538.51 ms
[2021-03-26 13:06:16 main:574] : INFO : Epoch 1984 | loss: 0.0310721 | val_loss: 0.0311311 | Time: 2544.91 ms
[2021-03-26 13:06:19 main:574] : INFO : Epoch 1985 | loss: 0.0310779 | val_loss: 0.0311423 | Time: 2537.42 ms
[2021-03-26 13:06:22 main:574] : INFO : Epoch 1986 | loss: 0.0310811 | val_loss: 0.031133 | Time: 2526.19 ms
[2021-03-26 13:06:24 main:574] : INFO : Epoch 1987 | loss: 0.0310813 | val_loss: 0.0311237 | Time: 2569.9 ms
[2021-03-26 13:06:27 main:574] : INFO : Epoch 1988 | loss: 0.0310822 | val_loss: 0.0311246 | Time: 2536.89 ms
[2021-03-26 13:06:29 main:574] : INFO : Epoch 1989 | loss: 0.0310853 | val_loss: 0.0311284 | Time: 2547.46 ms
[2021-03-26 13:06:32 main:574] : INFO : Epoch 1990 | loss: 0.0310805 | val_loss: 0.0311294 | Time: 2543.23 ms
[2021-03-26 13:06:35 main:574] : INFO : Epoch 1991 | loss: 0.0310782 | val_loss: 0.0311284 | Time: 2530.24 ms
[2021-03-26 13:06:37 main:574] : INFO : Epoch 1992 | loss: 0.0310775 | val_loss: 0.0311316 | Time: 2554.81 ms
[2021-03-26 13:06:40 main:574] : INFO : Epoch 1993 | loss: 0.0310772 | val_loss: 0.0311316 | Time: 2539.06 ms
[2021-03-26 13:06:43 main:574] : INFO : Epoch 1994 | loss: 0.0310751 | val_loss: 0.0311311 | Time: 2534.86 ms
[2021-03-26 13:06:45 main:574] : INFO : Epoch 1995 | loss: 0.0310728 | val_loss: 0.0311288 | Time: 2556.03 ms
[2021-03-26 13:06:48 main:574] : INFO : Epoch 1996 | loss: 0.0310746 | val_loss: 0.0311293 | Time: 2529.53 ms
[2021-03-26 13:06:50 main:574] : INFO : Epoch 1997 | loss: 0.0310769 | val_loss: 0.0311375 | Time: 2552.72 ms
[2021-03-26 13:06:53 main:574] : INFO : Epoch 1998 | loss: 0.031075 | val_loss: 0.0311304 | Time: 2562.95 ms
[2021-03-26 13:06:56 main:574] : INFO : Epoch 1999 | loss: 0.0310721 | val_loss: 0.0311345 | Time: 2537.76 ms
[2021-03-26 13:06:58 main:574] : INFO : Epoch 2000 | loss: 0.0310738 | val_loss: 0.0311291 | Time: 2559.65 ms
[2021-03-26 13:07:01 main:574] : INFO : Epoch 2001 | loss: 0.0310802 | val_loss: 0.0311384 | Time: 2529.92 ms
[2021-03-26 13:07:04 main:574] : INFO : Epoch 2002 | loss: 0.0310757 | val_loss: 0.0311315 | Time: 2535.28 ms
[2021-03-26 13:07:06 main:574] : INFO : Epoch 2003 | loss: 0.0310778 | val_loss: 0.0311253 | Time: 2550.31 ms
[2021-03-26 13:07:09 main:574] : INFO : Epoch 2004 | loss: 0.0310804 | val_loss: 0.0311284 | Time: 2546.09 ms
[2021-03-26 13:07:12 main:574] : INFO : Epoch 2005 | loss: 0.0310864 | val_loss: 0.0311315 | Time: 2554.34 ms
[2021-03-26 13:07:14 main:574] : INFO : Epoch 2006 | loss: 0.0310884 | val_loss: 0.0311227 | Time: 2544.56 ms
[2021-03-26 13:07:17 main:574] : INFO : Epoch 2007 | loss: 0.0310851 | val_loss: 0.0311161 | Time: 2527.97 ms
[2021-03-26 13:07:19 main:574] : INFO : Epoch 2008 | loss: 0.0310826 | val_loss: 0.0311257 | Time: 2553.55 ms
[2021-03-26 13:07:22 main:574] : INFO : Epoch 2009 | loss: 0.0310834 | val_loss: 0.031127 | Time: 2538.95 ms
[2021-03-26 13:07:25 main:574] : INFO : Epoch 2010 | loss: 0.0310875 | val_loss: 0.0311259 | Time: 2533.7 ms
[2021-03-26 13:07:27 main:574] : INFO : Epoch 2011 | loss: 0.0310892 | val_loss: 0.0311188 | Time: 2550.52 ms
[2021-03-26 13:07:30 main:574] : INFO : Epoch 2012 | loss: 0.0310832 | val_loss: 0.0311222 | Time: 2543.82 ms
[2021-03-26 13:07:32 main:574] : INFO : Epoch 2013 | loss: 0.0310805 | val_loss: 0.0311238 | Time: 2551.67 ms
[2021-03-26 13:07:35 main:574] : INFO : Epoch 2014 | loss: 0.0310791 | val_loss: 0.0311249 | Time: 2544.01 ms
[2021-03-26 13:07:38 main:574] : INFO : Epoch 2015 | loss: 0.0310818 | val_loss: 0.031125 | Time: 2542.29 ms
[2021-03-26 13:07:40 main:574] : INFO : Epoch 2016 | loss: 0.0310794 | val_loss: 0.0311161 | Time: 2553.07 ms
[2021-03-26 13:07:43 main:574] : INFO : Epoch 2017 | loss: 0.031082 | val_loss: 0.0311172 | Time: 2538.22 ms
[2021-03-26 13:07:46 main:574] : INFO : Epoch 2018 | loss: 0.0310799 | val_loss: 0.0311287 | Time: 2521.7 ms
[2021-03-26 13:07:48 main:574] : INFO : Epoch 2019 | loss: 0.0310809 | val_loss: 0.031118 | Time: 2552.79 ms
[2021-03-26 13:07:51 main:574] : INFO : Epoch 2020 | loss: 0.0310779 | val_loss: 0.0311217 | Time: 2545.54 ms
[2021-03-26 13:07:53 main:574] : INFO : Epoch 2021 | loss: 0.0310764 | val_loss: 0.0311204 | Time: 2532.69 ms
[2021-03-26 13:07:56 main:574] : INFO : Epoch 2022 | loss: 0.0310776 | val_loss: 0.0311189 | Time: 2545.52 ms
[2021-03-26 13:07:59 main:574] : INFO : Epoch 2023 | loss: 0.0310771 | val_loss: 0.0311254 | Time: 2538.93 ms
[2021-03-26 13:08:01 main:574] : INFO : Epoch 2024 | loss: 0.0310779 | val_loss: 0.0311258 | Time: 2550.09 ms
[2021-03-26 13:08:04 main:574] : INFO : Epoch 2025 | loss: 0.0310777 | val_loss: 0.031123 | Time: 2539.62 ms
[2021-03-26 13:08:07 main:574] : INFO : Epoch 2026 | loss: 0.0310748 | val_loss: 0.0311256 | Time: 2530.41 ms
[2021-03-26 13:08:09 main:574] : INFO : Epoch 2027 | loss: 0.031073 | val_loss: 0.0311295 | Time: 2563.48 ms
[2021-03-26 13:08:12 main:574] : INFO : Epoch 2028 | loss: 0.0310753 | val_loss: 0.0311252 | Time: 2525.46 ms
[2021-03-26 13:08:14 main:574] : INFO : Epoch 2029 | loss: 0.0310755 | val_loss: 0.0311235 | Time: 2544.57 ms
[2021-03-26 13:08:17 main:574] : INFO : Epoch 2030 | loss: 0.0310744 | val_loss: 0.0311244 | Time: 2556.85 ms
[2021-03-26 13:08:20 main:574] : INFO : Epoch 2031 | loss: 0.0310781 | val_loss: 0.0311298 | Time: 2535.17 ms
[2021-03-26 13:08:22 main:574] : INFO : Epoch 2032 | loss: 0.0310824 | val_loss: 0.0311338 | Time: 2542.68 ms
[2021-03-26 13:08:25 main:574] : INFO : Epoch 2033 | loss: 0.0310817 | val_loss: 0.0311289 | Time: 2534.38 ms
[2021-03-26 13:08:27 main:574] : INFO : Epoch 2034 | loss: 0.0310768 | val_loss: 0.0311383 | Time: 2540.82 ms
[2021-03-26 13:08:30 main:574] : INFO : Epoch 2035 | loss: 0.0310793 | val_loss: 0.0311248 | Time: 2561.85 ms
[2021-03-26 13:08:33 main:574] : INFO : Epoch 2036 | loss: 0.0310777 | val_loss: 0.0311357 | Time: 2537.95 ms
[2021-03-26 13:08:35 main:574] : INFO : Epoch 2037 | loss: 0.0310773 | val_loss: 0.0311235 | Time: 2539.04 ms
[2021-03-26 13:08:38 main:574] : INFO : Epoch 2038 | loss: 0.0310745 | val_loss: 0.031132 | Time: 2554.85 ms
[2021-03-26 13:08:41 main:574] : INFO : Epoch 2039 | loss: 0.0310717 | val_loss: 0.0311274 | Time: 2528.3 ms
[2021-03-26 13:08:43 main:574] : INFO : Epoch 2040 | loss: 0.0310706 | val_loss: 0.0311345 | Time: 2541.21 ms
[2021-03-26 13:08:46 main:574] : INFO : Epoch 2041 | loss: 0.0310707 | val_loss: 0.0311326 | Time: 2540.82 ms
[2021-03-26 13:08:48 main:574] : INFO : Epoch 2042 | loss: 0.0310712 | val_loss: 0.0311331 | Time: 2535.58 ms
[2021-03-26 13:08:51 main:574] : INFO : Epoch 2043 | loss: 0.0310715 | val_loss: 0.0311307 | Time: 2587.58 ms
[2021-03-26 13:08:54 main:574] : INFO : Epoch 2044 | loss: 0.0310711 | val_loss: 0.0311403 | Time: 2545.37 ms
[2021-03-26 13:08:56 main:574] : INFO : Epoch 2045 | loss: 0.0310761 | val_loss: 0.0311335 | Time: 2539.01 ms
[2021-03-26 13:08:59 main:574] : INFO : Epoch 2046 | loss: 0.0310738 | val_loss: 0.0311382 | Time: 2551.33 ms
[2021-03-26 13:09:02 main:574] : INFO : Epoch 2047 | loss: 0.0310719 | val_loss: 0.0311379 | Time: 2530.57 ms
[2021-03-26 13:09:04 main:574] : INFO : Epoch 2048 | loss: 0.0310722 | val_loss: 0.0311285 | Time: 2537.15 ms
[2021-03-26 13:09:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311285
[2021-03-26 13:09:04 main:603] : INFO : Saving end state to config to file
[2021-03-26 13:09:04 main:608] : INFO : Success, exiting..
13:09:04 (8532): 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)