Task 14183968
| Name | ParityModified-1647044253-4991-2-0_0 |
| Workunit | 11245807 |
| Created | 1 Apr 2022, 8:15:53 UTC |
| Sent | 10 Apr 2022, 21:10:56 UTC |
| Report deadline | 18 Apr 2022, 21:10:56 UTC |
| Received | 11 Apr 2022, 0:10:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 28 sec |
| CPU time | 1 hours 24 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311342 | val_loss: 0.0311708 | Time: 2480.51 ms
[2022-04-10 18:48:59 main:574] : INFO : Epoch 1543 | loss: 0.031133 | val_loss: 0.0311687 | Time: 2484.97 ms
[2022-04-10 18:49:02 main:574] : INFO : Epoch 1544 | loss: 0.0311337 | val_loss: 0.0311709 | Time: 2485.1 ms
[2022-04-10 18:49:04 main:574] : INFO : Epoch 1545 | loss: 0.0311344 | val_loss: 0.0311714 | Time: 2488.71 ms
[2022-04-10 18:49:07 main:574] : INFO : Epoch 1546 | loss: 0.0311336 | val_loss: 0.0311679 | Time: 2485.02 ms
[2022-04-10 18:49:10 main:574] : INFO : Epoch 1547 | loss: 0.0311324 | val_loss: 0.0311668 | Time: 2485.72 ms
[2022-04-10 18:49:12 main:574] : INFO : Epoch 1548 | loss: 0.031132 | val_loss: 0.0311703 | Time: 2472.87 ms
[2022-04-10 18:49:15 main:574] : INFO : Epoch 1549 | loss: 0.0311324 | val_loss: 0.031172 | Time: 2496.86 ms
[2022-04-10 18:49:17 main:574] : INFO : Epoch 1550 | loss: 0.0311497 | val_loss: 0.031173 | Time: 2485.04 ms
[2022-04-10 18:49:20 main:574] : INFO : Epoch 1551 | loss: 0.0311536 | val_loss: 0.031172 | Time: 2483.94 ms
[2022-04-10 18:49:22 main:574] : INFO : Epoch 1552 | loss: 0.0311495 | val_loss: 0.031172 | Time: 2485.02 ms
[2022-04-10 18:49:25 main:574] : INFO : Epoch 1553 | loss: 0.0311429 | val_loss: 0.0311672 | Time: 2484.95 ms
[2022-04-10 18:49:27 main:574] : INFO : Epoch 1554 | loss: 0.0311407 | val_loss: 0.0311684 | Time: 2487.7 ms
[2022-04-10 18:49:30 main:574] : INFO : Epoch 1555 | loss: 0.0311393 | val_loss: 0.0311715 | Time: 2486.95 ms
[2022-04-10 18:49:32 main:574] : INFO : Epoch 1556 | loss: 0.0311381 | val_loss: 0.0311712 | Time: 2481.09 ms
[2022-04-10 18:49:35 main:574] : INFO : Epoch 1557 | loss: 0.0311375 | val_loss: 0.0311686 | Time: 2490.67 ms
[2022-04-10 18:49:37 main:574] : INFO : Epoch 1558 | loss: 0.0311357 | val_loss: 0.0311695 | Time: 2485.71 ms
[2022-04-10 18:49:40 main:574] : INFO : Epoch 1559 | loss: 0.0311348 | val_loss: 0.0311674 | Time: 2483.29 ms
[2022-04-10 18:49:42 main:574] : INFO : Epoch 1560 | loss: 0.0311347 | val_loss: 0.0311752 | Time: 2485.33 ms
[2022-04-10 18:49:45 main:574] : INFO : Epoch 1561 | loss: 0.0311376 | val_loss: 0.0311676 | Time: 2481.92 ms
[2022-04-10 18:49:47 main:574] : INFO : Epoch 1562 | loss: 0.0311433 | val_loss: 0.0311702 | Time: 2485.16 ms
[2022-04-10 18:49:50 main:574] : INFO : Epoch 1563 | loss: 0.0311416 | val_loss: 0.0311663 | Time: 2481.3 ms
[2022-04-10 18:49:52 main:574] : INFO : Epoch 1564 | loss: 0.0311445 | val_loss: 0.0311682 | Time: 2483.22 ms
[2022-04-10 18:49:55 main:574] : INFO : Epoch 1565 | loss: 0.031141 | val_loss: 0.0311726 | Time: 2483.13 ms
[2022-04-10 18:49:58 main:574] : INFO : Epoch 1566 | loss: 0.0311465 | val_loss: 0.031168 | Time: 2486.06 ms
[2022-04-10 18:50:00 main:574] : INFO : Epoch 1567 | loss: 0.0311424 | val_loss: 0.0311677 | Time: 2486.06 ms
[2022-04-10 18:50:03 main:574] : INFO : Epoch 1568 | loss: 0.0311409 | val_loss: 0.0311715 | Time: 2484 ms
[2022-04-10 18:50:05 main:574] : INFO : Epoch 1569 | loss: 0.0311411 | val_loss: 0.0311744 | Time: 2485.91 ms
[2022-04-10 18:50:08 main:574] : INFO : Epoch 1570 | loss: 0.0311517 | val_loss: 0.0311675 | Time: 2483.88 ms
[2022-04-10 18:50:10 main:574] : INFO : Epoch 1571 | loss: 0.0311472 | val_loss: 0.031171 | Time: 2486.72 ms
[2022-04-10 18:50:13 main:574] : INFO : Epoch 1572 | loss: 0.0311437 | val_loss: 0.0311651 | Time: 2487.62 ms
[2022-04-10 18:50:15 main:574] : INFO : Epoch 1573 | loss: 0.0311429 | val_loss: 0.0311659 | Time: 2487.65 ms
[2022-04-10 18:50:18 main:574] : INFO : Epoch 1574 | loss: 0.0311405 | val_loss: 0.0311661 | Time: 2485.71 ms
[2022-04-10 18:50:20 main:574] : INFO : Epoch 1575 | loss: 0.0311406 | val_loss: 0.0311694 | Time: 2492.05 ms
[2022-04-10 18:50:23 main:574] : INFO : Epoch 1576 | loss: 0.031142 | val_loss: 0.0311676 | Time: 2483.05 ms
[2022-04-10 18:50:25 main:574] : INFO : Epoch 1577 | loss: 0.0311388 | val_loss: 0.0311686 | Time: 2489.19 ms
[2022-04-10 18:50:28 main:574] : INFO : Epoch 1578 | loss: 0.0311386 | val_loss: 0.0311687 | Time: 2485.13 ms
[2022-04-10 18:50:30 main:574] : INFO : Epoch 1579 | loss: 0.0311377 | val_loss: 0.0311681 | Time: 2482.64 ms
[2022-04-10 18:50:33 main:574] : INFO : Epoch 1580 | loss: 0.0311423 | val_loss: 0.0311692 | Time: 2485.05 ms
[2022-04-10 18:50:35 main:574] : INFO : Epoch 1581 | loss: 0.0311396 | val_loss: 0.0311666 | Time: 2491.37 ms
[2022-04-10 18:50:38 main:574] : INFO : Epoch 1582 | loss: 0.0311392 | val_loss: 0.0311713 | Time: 2484.64 ms
[2022-04-10 18:50:41 main:574] : INFO : Epoch 1583 | loss: 0.0311388 | val_loss: 0.0311713 | Time: 2485.14 ms
[2022-04-10 18:50:43 main:574] : INFO : Epoch 1584 | loss: 0.0311394 | val_loss: 0.0311682 | Time: 2478.03 ms
[2022-04-10 18:50:46 main:574] : INFO : Epoch 1585 | loss: 0.0311373 | val_loss: 0.0311687 | Time: 2490.51 ms
[2022-04-10 18:50:48 main:574] : INFO : Epoch 1586 | loss: 0.0311346 | val_loss: 0.031166 | Time: 2482.86 ms
[2022-04-10 18:50:51 main:574] : INFO : Epoch 1587 | loss: 0.0311337 | val_loss: 0.031168 | Time: 2485.42 ms
[2022-04-10 18:50:53 main:574] : INFO : Epoch 1588 | loss: 0.0311324 | val_loss: 0.031169 | Time: 2478.67 ms
[2022-04-10 18:50:56 main:574] : INFO : Epoch 1589 | loss: 0.0311318 | val_loss: 0.0311701 | Time: 2492.41 ms
[2022-04-10 18:50:58 main:574] : INFO : Epoch 1590 | loss: 0.0311303 | val_loss: 0.0311711 | Time: 2486.14 ms
[2022-04-10 18:51:01 main:574] : INFO : Epoch 1591 | loss: 0.0311316 | val_loss: 0.0311697 | Time: 2483.95 ms
[2022-04-10 18:51:03 main:574] : INFO : Epoch 1592 | loss: 0.031132 | val_loss: 0.0311671 | Time: 2484.96 ms
[2022-04-10 18:51:06 main:574] : INFO : Epoch 1593 | loss: 0.0311348 | val_loss: 0.0311722 | Time: 2483.48 ms
[2022-04-10 18:51:08 main:574] : INFO : Epoch 1594 | loss: 0.0311324 | val_loss: 0.0311708 | Time: 2484.69 ms
[2022-04-10 18:51:11 main:574] : INFO : Epoch 1595 | loss: 0.0311346 | val_loss: 0.0311727 | Time: 2484.69 ms
[2022-04-10 18:51:14 main:574] : INFO : Epoch 1596 | loss: 0.0311335 | val_loss: 0.031174 | Time: 2486.65 ms
[2022-04-10 18:51:16 main:574] : INFO : Epoch 1597 | loss: 0.0311326 | val_loss: 0.0311677 | Time: 2492.05 ms
[2022-04-10 18:51:19 main:574] : INFO : Epoch 1598 | loss: 0.0311362 | val_loss: 0.0311733 | Time: 2487.87 ms
[2022-04-10 18:51:21 main:574] : INFO : Epoch 1599 | loss: 0.0311359 | val_loss: 0.0311685 | Time: 2484.05 ms
[2022-04-10 18:51:24 main:574] : INFO : Epoch 1600 | loss: 0.0311348 | val_loss: 0.0311702 | Time: 2484.11 ms
[2022-04-10 18:51:26 main:574] : INFO : Epoch 1601 | loss: 0.0311316 | val_loss: 0.0311722 | Time: 2485.65 ms
[2022-04-10 18:51:29 main:574] : INFO : Epoch 1602 | loss: 0.03113 | val_loss: 0.0311707 | Time: 2487.91 ms
[2022-04-10 18:51:31 main:574] : INFO : Epoch 1603 | loss: 0.0311324 | val_loss: 0.0311909 | Time: 2482.65 ms
[2022-04-10 18:51:34 main:574] : INFO : Epoch 1604 | loss: 0.0311322 | val_loss: 0.0311724 | Time: 2480.53 ms
[2022-04-10 18:51:36 main:574] : INFO : Epoch 1605 | loss: 0.0311287 | val_loss: 0.0311711 | Time: 2494.7 ms
[2022-04-10 18:51:39 main:574] : INFO : Epoch 1606 | loss: 0.0311278 | val_loss: 0.0311744 | Time: 2486.96 ms
[2022-04-10 18:51:41 main:574] : INFO : Epoch 1607 | loss: 0.0311308 | val_loss: 0.0311713 | Time: 2488.63 ms
[2022-04-10 18:51:44 main:574] : INFO : Epoch 1608 | loss: 0.0311281 | val_loss: 0.0311775 | Time: 2479.19 ms
[2022-04-10 18:51:46 main:574] : INFO : Epoch 1609 | loss: 0.0311271 | val_loss: 0.0311731 | Time: 2491.09 ms
[2022-04-10 18:51:49 main:574] : INFO : Epoch 1610 | loss: 0.0311267 | val_loss: 0.0311724 | Time: 2489.66 ms
[2022-04-10 18:51:51 main:574] : INFO : Epoch 1611 | loss: 0.0311312 | val_loss: 0.0311691 | Time: 2483.8 ms
[2022-04-10 18:51:54 main:574] : INFO : Epoch 1612 | loss: 0.0311278 | val_loss: 0.0311801 | Time: 2481.6 ms
[2022-04-10 18:51:57 main:574] : INFO : Epoch 1613 | loss: 0.0311271 | val_loss: 0.031176 | Time: 2491.05 ms
[2022-04-10 18:51:59 main:574] : INFO : Epoch 1614 | loss: 0.0311293 | val_loss: 0.0311771 | Time: 2488.38 ms
[2022-04-10 18:52:02 main:574] : INFO : Epoch 1615 | loss: 0.0311386 | val_loss: 0.0311716 | Time: 2485.07 ms
[2022-04-10 18:52:04 main:574] : INFO : Epoch 1616 | loss: 0.0311454 | val_loss: 0.0311704 | Time: 2482.37 ms
[2022-04-10 18:52:07 main:574] : INFO : Epoch 1617 | loss: 0.0311419 | val_loss: 0.0311737 | Time: 2490.8 ms
[2022-04-10 18:52:09 main:574] : INFO : Epoch 1618 | loss: 0.0311405 | val_loss: 0.0311778 | Time: 2484.81 ms
[2022-04-10 18:52:12 main:574] : INFO : Epoch 1619 | loss: 0.0311355 | val_loss: 0.0311758 | Time: 2488.58 ms
[2022-04-10 18:52:14 main:574] : INFO : Epoch 1620 | loss: 0.0311382 | val_loss: 0.0311752 | Time: 2481.29 ms
[2022-04-10 18:52:17 main:574] : INFO : Epoch 1621 | loss: 0.0311364 | val_loss: 0.0311738 | Time: 2497.39 ms
[2022-04-10 18:52:19 main:574] : INFO : Epoch 1622 | loss: 0.0311396 | val_loss: 0.0311703 | Time: 2485.33 ms
[2022-04-10 18:52:22 main:574] : INFO : Epoch 1623 | loss: 0.0311373 | val_loss: 0.0311723 | Time: 2482.7 ms
[2022-04-10 18:52:24 main:574] : INFO : Epoch 1624 | loss: 0.0311356 | val_loss: 0.0311731 | Time: 2483.4 ms
[2022-04-10 18:52:27 main:574] : INFO : Epoch 1625 | loss: 0.031135 | val_loss: 0.0311764 | Time: 2488.89 ms
[2022-04-10 18:52:29 main:574] : INFO : Epoch 1626 | loss: 0.0311315 | val_loss: 0.0311713 | Time: 2485.2 ms
[2022-04-10 18:52:32 main:574] : INFO : Epoch 1627 | loss: 0.0311291 | val_loss: 0.0311712 | Time: 2486.64 ms
[2022-04-10 18:52:35 main:574] : INFO : Epoch 1628 | loss: 0.0311285 | val_loss: 0.0311756 | Time: 2485.23 ms
[2022-04-10 18:52:37 main:574] : INFO : Epoch 1629 | loss: 0.0311307 | val_loss: 0.031177 | Time: 2486.05 ms
[2022-04-10 18:52:40 main:574] : INFO : Epoch 1630 | loss: 0.0311337 | val_loss: 0.0311734 | Time: 2488.68 ms
[2022-04-10 18:52:42 main:574] : INFO : Epoch 1631 | loss: 0.031137 | val_loss: 0.0311716 | Time: 2486.46 ms
[2022-04-10 18:52:45 main:574] : INFO : Epoch 1632 | loss: 0.0311339 | val_loss: 0.031174 | Time: 2486.03 ms
[2022-04-10 18:52:47 main:574] : INFO : Epoch 1633 | loss: 0.0311318 | val_loss: 0.0311837 | Time: 2485.34 ms
[2022-04-10 18:52:50 main:574] : INFO : Epoch 1634 | loss: 0.0311312 | val_loss: 0.0311733 | Time: 2491.73 ms
[2022-04-10 18:52:52 main:574] : INFO : Epoch 1635 | loss: 0.0311325 | val_loss: 0.0311764 | Time: 2486.35 ms
[2022-04-10 18:52:55 main:574] : INFO : Epoch 1636 | loss: 0.0311351 | val_loss: 0.0311741 | Time: 2484.53 ms
[2022-04-10 18:52:57 main:574] : INFO : Epoch 1637 | loss: 0.0311368 | val_loss: 0.0311731 | Time: 2487.75 ms
[2022-04-10 18:53:00 main:574] : INFO : Epoch 1638 | loss: 0.0311402 | val_loss: 0.0311716 | Time: 2486.34 ms
[2022-04-10 18:53:02 main:574] : INFO : Epoch 1639 | loss: 0.031135 | val_loss: 0.0311798 | Time: 2487.98 ms
[2022-04-10 18:53:05 main:574] : INFO : Epoch 1640 | loss: 0.0311341 | val_loss: 0.0311696 | Time: 2479.82 ms
[2022-04-10 18:53:07 main:574] : INFO : Epoch 1641 | loss: 0.0311358 | val_loss: 0.031176 | Time: 2488.14 ms
[2022-04-10 18:53:10 main:574] : INFO : Epoch 1642 | loss: 0.0311329 | val_loss: 0.031176 | Time: 2486.46 ms
[2022-04-10 18:53:12 main:574] : INFO : Epoch 1643 | loss: 0.0311334 | val_loss: 0.0311723 | Time: 2488.79 ms
[2022-04-10 18:53:15 main:574] : INFO : Epoch 1644 | loss: 0.0311351 | val_loss: 0.0311737 | Time: 2476.06 ms
[2022-04-10 18:53:18 main:574] : INFO : Epoch 1645 | loss: 0.0311354 | val_loss: 0.0311765 | Time: 2494.69 ms
[2022-04-10 18:53:20 main:574] : INFO : Epoch 1646 | loss: 0.0311328 | val_loss: 0.0311786 | Time: 2489.69 ms
[2022-04-10 18:53:23 main:574] : INFO : Epoch 1647 | loss: 0.0311324 | val_loss: 0.031175 | Time: 2478.83 ms
[2022-04-10 18:53:25 main:574] : INFO : Epoch 1648 | loss: 0.0311315 | val_loss: 0.0311746 | Time: 2483.86 ms
[2022-04-10 18:53:28 main:574] : INFO : Epoch 1649 | loss: 0.0311301 | val_loss: 0.0311772 | Time: 2476.4 ms
[2022-04-10 18:53:30 main:574] : INFO : Epoch 1650 | loss: 0.0311293 | val_loss: 0.0311769 | Time: 2492.98 ms
[2022-04-10 18:53:33 main:574] : INFO : Epoch 1651 | loss: 0.0311321 | val_loss: 0.0311806 | Time: 2485.21 ms
[2022-04-10 18:53:35 main:574] : INFO : Epoch 1652 | loss: 0.0311315 | val_loss: 0.0311755 | Time: 2481.67 ms
[2022-04-10 18:53:38 main:574] : INFO : Epoch 1653 | loss: 0.0311295 | val_loss: 0.0311776 | Time: 2484.77 ms
[2022-04-10 18:53:40 main:574] : INFO : Epoch 1654 | loss: 0.0311315 | val_loss: 0.0311731 | Time: 2488.79 ms
[2022-04-10 18:53:43 main:574] : INFO : Epoch 1655 | loss: 0.0311353 | val_loss: 0.0311759 | Time: 2485.85 ms
[2022-04-10 18:53:45 main:574] : INFO : Epoch 1656 | loss: 0.0311352 | val_loss: 0.0311745 | Time: 2485.29 ms
[2022-04-10 18:53:48 main:574] : INFO : Epoch 1657 | loss: 0.0311361 | val_loss: 0.0311734 | Time: 2485.88 ms
[2022-04-10 18:53:50 main:574] : INFO : Epoch 1658 | loss: 0.0311343 | val_loss: 0.0311724 | Time: 2486.52 ms
[2022-04-10 18:53:53 main:574] : INFO : Epoch 1659 | loss: 0.0311353 | val_loss: 0.0311699 | Time: 2487.33 ms
[2022-04-10 18:53:55 main:574] : INFO : Epoch 1660 | loss: 0.031136 | val_loss: 0.0311848 | Time: 2487.01 ms
[2022-04-10 18:53:58 main:574] : INFO : Epoch 1661 | loss: 0.0311399 | val_loss: 0.0311847 | Time: 2487.14 ms
[2022-04-10 18:54:01 main:574] : INFO : Epoch 1662 | loss: 0.0311388 | val_loss: 0.0311792 | Time: 2486.23 ms
[2022-04-10 18:54:03 main:574] : INFO : Epoch 1663 | loss: 0.0311335 | val_loss: 0.0311758 | Time: 2489.22 ms
[2022-04-10 18:54:06 main:574] : INFO : Epoch 1664 | loss: 0.0311303 | val_loss: 0.0311783 | Time: 2483.84 ms
[2022-04-10 18:54:08 main:574] : INFO : Epoch 1665 | loss: 0.0311296 | val_loss: 0.0311712 | Time: 2491.83 ms
[2022-04-10 18:54:11 main:574] : INFO : Epoch 1666 | loss: 0.0311304 | val_loss: 0.0311763 | Time: 2484.86 ms
[2022-04-10 18:54:13 main:574] : INFO : Epoch 1667 | loss: 0.031126 | val_loss: 0.0311738 | Time: 2491.95 ms
[2022-04-10 18:54:16 main:574] : INFO : Epoch 1668 | loss: 0.0311284 | val_loss: 0.0311821 | Time: 2483.52 ms
[2022-04-10 18:54:18 main:574] : INFO : Epoch 1669 | loss: 0.0311329 | val_loss: 0.0311754 | Time: 2491.46 ms
[2022-04-10 18:54:21 main:574] : INFO : Epoch 1670 | loss: 0.0311317 | val_loss: 0.0311736 | Time: 2484.49 ms
[2022-04-10 18:54:23 main:574] : INFO : Epoch 1671 | loss: 0.0311316 | val_loss: 0.0311728 | Time: 2487.06 ms
[2022-04-10 18:54:26 main:574] : INFO : Epoch 1672 | loss: 0.0311322 | val_loss: 0.0311726 | Time: 2478.92 ms
[2022-04-10 18:54:28 main:574] : INFO : Epoch 1673 | loss: 0.0311312 | val_loss: 0.0311751 | Time: 2494.32 ms
[2022-04-10 18:54:31 main:574] : INFO : Epoch 1674 | loss: 0.0311287 | val_loss: 0.0311746 | Time: 2482.95 ms
[2022-04-10 18:54:33 main:574] : INFO : Epoch 1675 | loss: 0.0311319 | val_loss: 0.0311762 | Time: 2486.05 ms
[2022-04-10 18:54:36 main:574] : INFO : Epoch 1676 | loss: 0.031132 | val_loss: 0.031175 | Time: 2487.88 ms
[2022-04-10 18:54:39 main:574] : INFO : Epoch 1677 | loss: 0.0311327 | val_loss: 0.0311767 | Time: 2490.04 ms
[2022-04-10 18:54:41 main:574] : INFO : Epoch 1678 | loss: 0.0311328 | val_loss: 0.0311729 | Time: 2488.41 ms
[2022-04-10 18:54:44 main:574] : INFO : Epoch 1679 | loss: 0.0311321 | val_loss: 0.0311715 | Time: 2488.24 ms
[2022-04-10 18:54:46 main:574] : INFO : Epoch 1680 | loss: 0.0311314 | val_loss: 0.0311748 | Time: 2483.83 ms
[2022-04-10 18:54:49 main:574] : INFO : Epoch 1681 | loss: 0.031129 | val_loss: 0.0311729 | Time: 2492.9 ms
[2022-04-10 18:54:51 main:574] : INFO : Epoch 1682 | loss: 0.0311286 | val_loss: 0.0311747 | Time: 2491.86 ms
[2022-04-10 18:54:54 main:574] : INFO : Epoch 1683 | loss: 0.0311299 | val_loss: 0.0311737 | Time: 2483.05 ms
[2022-04-10 18:54:56 main:574] : INFO : Epoch 1684 | loss: 0.0311295 | val_loss: 0.0311788 | Time: 2489.44 ms
[2022-04-10 18:54:59 main:574] : INFO : Epoch 1685 | loss: 0.0311289 | val_loss: 0.0311766 | Time: 2488.71 ms
[2022-04-10 18:55:01 main:574] : INFO : Epoch 1686 | loss: 0.031132 | val_loss: 0.0311745 | Time: 2488.03 ms
[2022-04-10 18:55:04 main:574] : INFO : Epoch 1687 | loss: 0.0311308 | val_loss: 0.0311732 | Time: 2479.28 ms
[2022-04-10 18:55:06 main:574] : INFO : Epoch 1688 | loss: 0.0311285 | val_loss: 0.0311854 | Time: 2484.64 ms
[2022-04-10 18:55:09 main:574] : INFO : Epoch 1689 | loss: 0.0311278 | val_loss: 0.0311789 | Time: 2484.67 ms
[2022-04-10 18:55:11 main:574] : INFO : Epoch 1690 | loss: 0.0311273 | val_loss: 0.0311791 | Time: 2486.68 ms
[2022-04-10 18:55:14 main:574] : INFO : Epoch 1691 | loss: 0.0311308 | val_loss: 0.0311851 | Time: 2488.24 ms
[2022-04-10 18:55:17 main:574] : INFO : Epoch 1692 | loss: 0.0311345 | val_loss: 0.0311733 | Time: 2490.45 ms
[2022-04-10 18:55:19 main:574] : INFO : Epoch 1693 | loss: 0.0311384 | val_loss: 0.0311714 | Time: 2488.26 ms
[2022-04-10 18:55:22 main:574] : INFO : Epoch 1694 | loss: 0.0311404 | val_loss: 0.0311708 | Time: 2491.67 ms
[2022-04-10 18:55:24 main:574] : INFO : Epoch 1695 | loss: 0.0311378 | val_loss: 0.0311725 | Time: 2482.12 ms
[2022-04-10 18:55:27 main:574] : INFO : Epoch 1696 | loss: 0.0311335 | val_loss: 0.0311755 | Time: 2477.93 ms
[2022-04-10 18:55:29 main:574] : INFO : Epoch 1697 | loss: 0.0311342 | val_loss: 0.0311728 | Time: 2484.23 ms
[2022-04-10 18:55:32 main:574] : INFO : Epoch 1698 | loss: 0.0311309 | val_loss: 0.0311755 | Time: 2490.37 ms
[2022-04-10 18:55:34 main:574] : INFO : Epoch 1699 | loss: 0.0311298 | val_loss: 0.0311742 | Time: 2476.48 ms
[2022-04-10 18:55:37 main:574] : INFO : Epoch 1700 | loss: 0.03113 | val_loss: 0.0311745 | Time: 2484.92 ms
[2022-04-10 18:55:39 main:574] : INFO : Epoch 1701 | loss: 0.0311276 | val_loss: 0.0311742 | Time: 2490.92 ms
[2022-04-10 18:55:42 main:574] : INFO : Epoch 1702 | loss: 0.0311282 | val_loss: 0.0311765 | Time: 2489.69 ms
[2022-04-10 18:55:44 main:574] : INFO : Epoch 1703 | loss: 0.0311323 | val_loss: 0.0311781 | Time: 2487.67 ms
[2022-04-10 18:55:47 main:574] : INFO : Epoch 1704 | loss: 0.0311315 | val_loss: 0.0311705 | Time: 2479.4 ms
[2022-04-10 18:55:49 main:574] : INFO : Epoch 1705 | loss: 0.0311307 | val_loss: 0.0311735 | Time: 2481.09 ms
[2022-04-10 18:55:52 main:574] : INFO : Epoch 1706 | loss: 0.031134 | val_loss: 0.0311783 | Time: 2489.54 ms
[2022-04-10 18:55:54 main:574] : INFO : Epoch 1707 | loss: 0.0311363 | val_loss: 0.0311706 | Time: 2488.59 ms
[2022-04-10 18:55:57 main:574] : INFO : Epoch 1708 | loss: 0.0311367 | val_loss: 0.031173 | Time: 2479.78 ms
[2022-04-10 18:56:00 main:574] : INFO : Epoch 1709 | loss: 0.0311314 | val_loss: 0.0311697 | Time: 2487.83 ms
[2022-04-10 18:56:02 main:574] : INFO : Epoch 1710 | loss: 0.0311727 | val_loss: 0.0311992 | Time: 2492.65 ms
[2022-04-10 18:56:05 main:574] : INFO : Epoch 1711 | loss: 0.031199 | val_loss: 0.0312009 | Time: 2487.4 ms
[2022-04-10 18:56:07 main:574] : INFO : Epoch 1712 | loss: 0.0311941 | val_loss: 0.0311908 | Time: 2485.79 ms
[2022-04-10 18:56:10 main:574] : INFO : Epoch 1713 | loss: 0.0311857 | val_loss: 0.0311835 | Time: 2487.42 ms
[2022-04-10 18:56:12 main:574] : INFO : Epoch 1714 | loss: 0.0311816 | val_loss: 0.0311771 | Time: 2483.67 ms
[2022-04-10 18:56:15 main:574] : INFO : Epoch 1715 | loss: 0.0311754 | val_loss: 0.0311731 | Time: 2481.48 ms
[2022-04-10 18:56:17 main:574] : INFO : Epoch 1716 | loss: 0.0311737 | val_loss: 0.0311682 | Time: 2485.13 ms
[2022-04-10 18:56:20 main:574] : INFO : Epoch 1717 | loss: 0.0311699 | val_loss: 0.0311672 | Time: 2489.02 ms
[2022-04-10 18:56:22 main:574] : INFO : Epoch 1718 | loss: 0.0311658 | val_loss: 0.0311658 | Time: 2486.38 ms
[2022-04-10 18:56:25 main:574] : INFO : Epoch 1719 | loss: 0.0311632 | val_loss: 0.0311649 | Time: 2488.01 ms
[2022-04-10 18:56:27 main:574] : INFO : Epoch 1720 | loss: 0.0311618 | val_loss: 0.0311647 | Time: 2483.67 ms
[2022-04-10 18:56:30 main:574] : INFO : Epoch 1721 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 2489.49 ms
[2022-04-10 18:56:32 main:574] : INFO : Epoch 1722 | loss: 0.0311602 | val_loss: 0.0311638 | Time: 2484.06 ms
[2022-04-10 18:56:35 main:574] : INFO : Epoch 1723 | loss: 0.0311589 | val_loss: 0.0311642 | Time: 2484.7 ms
[2022-04-10 18:56:38 main:574] : INFO : Epoch 1724 | loss: 0.0311575 | val_loss: 0.0311621 | Time: 2487.54 ms
[2022-04-10 18:56:40 main:574] : INFO : Epoch 1725 | loss: 0.031159 | val_loss: 0.0311645 | Time: 2493.25 ms
[2022-04-10 18:56:43 main:574] : INFO : Epoch 1726 | loss: 0.0311573 | val_loss: 0.0311641 | Time: 2484.65 ms
[2022-04-10 18:56:45 main:574] : INFO : Epoch 1727 | loss: 0.0311557 | val_loss: 0.0311635 | Time: 2489.29 ms
[2022-04-10 18:56:48 main:574] : INFO : Epoch 1728 | loss: 0.0311546 | val_loss: 0.0311642 | Time: 2481.38 ms
[2022-04-10 18:56:50 main:574] : INFO : Epoch 1729 | loss: 0.031153 | val_loss: 0.0311635 | Time: 2487.18 ms
[2022-04-10 18:56:53 main:574] : INFO : Epoch 1730 | loss: 0.031152 | val_loss: 0.0311631 | Time: 2486.12 ms
[2022-04-10 18:56:55 main:574] : INFO : Epoch 1731 | loss: 0.031152 | val_loss: 0.0311624 | Time: 2482.26 ms
[2022-04-10 18:56:58 main:574] : INFO : Epoch 1732 | loss: 0.031152 | val_loss: 0.0311632 | Time: 2488.4 ms
[2022-04-10 18:57:00 main:574] : INFO : Epoch 1733 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 2491.23 ms
[2022-04-10 18:57:03 main:574] : INFO : Epoch 1734 | loss: 0.0311507 | val_loss: 0.0311661 | Time: 2488.44 ms
[2022-04-10 18:57:05 main:574] : INFO : Epoch 1735 | loss: 0.0311522 | val_loss: 0.0311645 | Time: 2489.89 ms
[2022-04-10 18:57:08 main:574] : INFO : Epoch 1736 | loss: 0.0311515 | val_loss: 0.0311616 | Time: 2481.54 ms
[2022-04-10 18:57:10 main:574] : INFO : Epoch 1737 | loss: 0.0311503 | val_loss: 0.031163 | Time: 2490.9 ms
[2022-04-10 18:57:13 main:574] : INFO : Epoch 1738 | loss: 0.0311522 | val_loss: 0.0311614 | Time: 2487.04 ms
[2022-04-10 18:57:16 main:574] : INFO : Epoch 1739 | loss: 0.0311503 | val_loss: 0.0311631 | Time: 2477.13 ms
[2022-04-10 18:57:18 main:574] : INFO : Epoch 1740 | loss: 0.0311485 | val_loss: 0.0311619 | Time: 2485.33 ms
[2022-04-10 18:57:21 main:574] : INFO : Epoch 1741 | loss: 0.0311481 | val_loss: 0.0311615 | Time: 2490.82 ms
[2022-04-10 18:57:23 main:574] : INFO : Epoch 1742 | loss: 0.0311482 | val_loss: 0.0311619 | Time: 2479.55 ms
[2022-04-10 18:57:26 main:574] : INFO : Epoch 1743 | loss: 0.0311479 | val_loss: 0.0311615 | Time: 2490.12 ms
[2022-04-10 18:57:28 main:574] : INFO : Epoch 1744 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 2490.16 ms
[2022-04-10 18:57:31 main:574] : INFO : Epoch 1745 | loss: 0.0311475 | val_loss: 0.0311648 | Time: 2485.42 ms
[2022-04-10 18:57:33 main:574] : INFO : Epoch 1746 | loss: 0.0311477 | val_loss: 0.0311612 | Time: 2487.45 ms
[2022-04-10 18:57:36 main:574] : INFO : Epoch 1747 | loss: 0.0311475 | val_loss: 0.0311644 | Time: 2489.83 ms
[2022-04-10 18:57:38 main:574] : INFO : Epoch 1748 | loss: 0.0311464 | val_loss: 0.0311622 | Time: 2491.01 ms
[2022-04-10 18:57:41 main:574] : INFO : Epoch 1749 | loss: 0.0311469 | val_loss: 0.0311621 | Time: 2492.79 ms
[2022-04-10 18:57:43 main:574] : INFO : Epoch 1750 | loss: 0.0311475 | val_loss: 0.0311602 | Time: 2481.59 ms
[2022-04-10 18:57:46 main:574] : INFO : Epoch 1751 | loss: 0.0311467 | val_loss: 0.031161 | Time: 2483.74 ms
[2022-04-10 18:57:48 main:574] : INFO : Epoch 1752 | loss: 0.0311472 | val_loss: 0.0311648 | Time: 2489.74 ms
[2022-04-10 18:57:51 main:574] : INFO : Epoch 1753 | loss: 0.0311465 | val_loss: 0.0311622 | Time: 2484.04 ms
[2022-04-10 18:57:53 main:574] : INFO : Epoch 1754 | loss: 0.0311467 | val_loss: 0.0311657 | Time: 2480.52 ms
[2022-04-10 18:57:56 main:574] : INFO : Epoch 1755 | loss: 0.0311476 | val_loss: 0.0311689 | Time: 2489.43 ms
[2022-04-10 18:57:59 main:574] : INFO : Epoch 1756 | loss: 0.0311501 | val_loss: 0.031167 | Time: 2480.31 ms
[2022-04-10 18:58:01 main:574] : INFO : Epoch 1757 | loss: 0.0311509 | val_loss: 0.0311623 | Time: 2488.92 ms
[2022-04-10 18:58:04 main:574] : INFO : Epoch 1758 | loss: 0.0311469 | val_loss: 0.0311636 | Time: 2487.47 ms
[2022-04-10 18:58:06 main:574] : INFO : Epoch 1759 | loss: 0.0311471 | val_loss: 0.0311626 | Time: 2482.59 ms
[2022-04-10 18:58:09 main:574] : INFO : Epoch 1760 | loss: 0.031146 | val_loss: 0.0311634 | Time: 2483.81 ms
[2022-04-10 18:58:11 main:574] : INFO : Epoch 1761 | loss: 0.0311453 | val_loss: 0.0311637 | Time: 2483.32 ms
[2022-04-10 18:58:14 main:574] : INFO : Epoch 1762 | loss: 0.0311445 | val_loss: 0.0311615 | Time: 2487.04 ms
[2022-04-10 18:58:16 main:574] : INFO : Epoch 1763 | loss: 0.0311452 | val_loss: 0.0311622 | Time: 2482.98 ms
[2022-04-10 18:58:19 main:574] : INFO : Epoch 1764 | loss: 0.0311438 | val_loss: 0.0311622 | Time: 2482.01 ms
[2022-04-10 18:58:21 main:574] : INFO : Epoch 1765 | loss: 0.0311468 | val_loss: 0.0311598 | Time: 2491.75 ms
[2022-04-10 18:58:24 main:574] : INFO : Epoch 1766 | loss: 0.0311453 | val_loss: 0.0311628 | Time: 2489.22 ms
[2022-04-10 18:58:26 main:574] : INFO : Epoch 1767 | loss: 0.0311436 | val_loss: 0.0311576 | Time: 2480.41 ms
[2022-04-10 18:58:29 main:574] : INFO : Epoch 1768 | loss: 0.0311428 | val_loss: 0.0311608 | Time: 2480.39 ms
[2022-04-10 18:58:31 main:574] : INFO : Epoch 1769 | loss: 0.0311429 | val_loss: 0.0311651 | Time: 2489.37 ms
[2022-04-10 18:58:34 main:574] : INFO : Epoch 1770 | loss: 0.0311434 | val_loss: 0.031161 | Time: 2488.35 ms
[2022-04-10 18:58:37 main:574] : INFO : Epoch 1771 | loss: 0.0311435 | val_loss: 0.031159 | Time: 2489.79 ms
[2022-04-10 18:58:39 main:574] : INFO : Epoch 1772 | loss: 0.0311423 | val_loss: 0.031163 | Time: 2487.11 ms
[2022-04-10 18:58:42 main:574] : INFO : Epoch 1773 | loss: 0.0311446 | val_loss: 0.0311674 | Time: 2486.54 ms
[2022-04-10 18:58:44 main:574] : INFO : Epoch 1774 | loss: 0.031147 | val_loss: 0.0311629 | Time: 2479.31 ms
[2022-04-10 18:58:47 main:574] : INFO : Epoch 1775 | loss: 0.0311448 | val_loss: 0.0311615 | Time: 2489.72 ms
[2022-04-10 18:58:49 main:574] : INFO : Epoch 1776 | loss: 0.0311444 | val_loss: 0.0311624 | Time: 2484.97 ms
[2022-04-10 18:58:52 main:574] : INFO : Epoch 1777 | loss: 0.031145 | val_loss: 0.0311612 | Time: 2485.6 ms
[2022-04-10 18:58:54 main:574] : INFO : Epoch 1778 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 2485.21 ms
[2022-04-10 18:58:57 main:574] : INFO : Epoch 1779 | loss: 0.031145 | val_loss: 0.0311718 | Time: 2488.01 ms
[2022-04-10 18:58:59 main:574] : INFO : Epoch 1780 | loss: 0.0311482 | val_loss: 0.0311642 | Time: 2482.86 ms
[2022-04-10 18:59:02 main:574] : INFO : Epoch 1781 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 2492.1 ms
[2022-04-10 18:59:04 main:574] : INFO : Epoch 1782 | loss: 0.0311482 | val_loss: 0.0311579 | Time: 2487.79 ms
[2022-04-10 18:59:07 main:574] : INFO : Epoch 1783 | loss: 0.031146 | val_loss: 0.0311585 | Time: 2483.25 ms
[2022-04-10 18:59:09 main:574] : INFO : Epoch 1784 | loss: 0.0311445 | val_loss: 0.0311654 | Time: 2482.04 ms
[2022-04-10 18:59:12 main:574] : INFO : Epoch 1785 | loss: 0.031146 | val_loss: 0.0311654 | Time: 2486.93 ms
[2022-04-10 18:59:15 main:574] : INFO : Epoch 1786 | loss: 0.0311438 | val_loss: 0.03116 | Time: 2485.42 ms
[2022-04-10 18:59:17 main:574] : INFO : Epoch 1787 | loss: 0.0311425 | val_loss: 0.0311601 | Time: 2485.84 ms
[2022-04-10 18:59:20 main:574] : INFO : Epoch 1788 | loss: 0.0311409 | val_loss: 0.0311629 | Time: 2486.95 ms
[2022-04-10 18:59:22 main:574] : INFO : Epoch 1789 | loss: 0.0311403 | val_loss: 0.0311615 | Time: 2491.76 ms
[2022-04-10 18:59:25 main:574] : INFO : Epoch 1790 | loss: 0.031142 | val_loss: 0.0311613 | Time: 2487.07 ms
[2022-04-10 18:59:27 main:574] : INFO : Epoch 1791 | loss: 0.0311438 | val_loss: 0.0311685 | Time: 2488.9 ms
[2022-04-10 18:59:30 main:574] : INFO : Epoch 1792 | loss: 0.0311499 | val_loss: 0.0311695 | Time: 2482.13 ms
[2022-04-10 18:59:32 main:574] : INFO : Epoch 1793 | loss: 0.0311485 | val_loss: 0.0311648 | Time: 2493.78 ms
[2022-04-10 18:59:35 main:574] : INFO : Epoch 1794 | loss: 0.031144 | val_loss: 0.0311659 | Time: 2488.79 ms
[2022-04-10 18:59:37 main:574] : INFO : Epoch 1795 | loss: 0.0311427 | val_loss: 0.0311641 | Time: 2479.38 ms
[2022-04-10 18:59:40 main:574] : INFO : Epoch 1796 | loss: 0.0311426 | val_loss: 0.0311703 | Time: 2484.59 ms
[2022-04-10 18:59:42 main:574] : INFO : Epoch 1797 | loss: 0.0311418 | val_loss: 0.0311666 | Time: 2487.76 ms
[2022-04-10 18:59:45 main:574] : INFO : Epoch 1798 | loss: 0.0311434 | val_loss: 0.0311679 | Time: 2488.74 ms
[2022-04-10 18:59:47 main:574] : INFO : Epoch 1799 | loss: 0.0311427 | val_loss: 0.0311647 | Time: 2486.37 ms
[2022-04-10 18:59:50 main:574] : INFO : Epoch 1800 | loss: 0.0311428 | val_loss: 0.0311655 | Time: 2484.08 ms
[2022-04-10 18:59:53 main:574] : INFO : Epoch 1801 | loss: 0.0311443 | val_loss: 0.0311614 | Time: 2490.89 ms
[2022-04-10 18:59:55 main:574] : INFO : Epoch 1802 | loss: 0.0311437 | val_loss: 0.0311616 | Time: 2487.39 ms
[2022-04-10 18:59:58 main:574] : INFO : Epoch 1803 | loss: 0.031141 | val_loss: 0.0311622 | Time: 2487.36 ms
[2022-04-10 19:00:00 main:574] : INFO : Epoch 1804 | loss: 0.0311405 | val_loss: 0.0311652 | Time: 2473.76 ms
[2022-04-10 19:00:03 main:574] : INFO : Epoch 1805 | loss: 0.0311431 | val_loss: 0.031168 | Time: 2478.35 ms
[2022-04-10 19:00:05 main:574] : INFO : Epoch 1806 | loss: 0.0311393 | val_loss: 0.0311629 | Time: 2485.65 ms
[2022-04-10 19:00:08 main:574] : INFO : Epoch 1807 | loss: 0.031139 | val_loss: 0.0311629 | Time: 2487.5 ms
[2022-04-10 19:00:10 main:574] : INFO : Epoch 1808 | loss: 0.0311396 | val_loss: 0.0311662 | Time: 2476.54 ms
[2022-04-10 19:00:13 main:574] : INFO : Epoch 1809 | loss: 0.031144 | val_loss: 0.0311713 | Time: 2490.77 ms
[2022-04-10 19:00:15 main:574] : INFO : Epoch 1810 | loss: 0.0311508 | val_loss: 0.0311701 | Time: 2483.17 ms
[2022-04-10 19:00:18 main:574] : INFO : Epoch 1811 | loss: 0.0311408 | val_loss: 0.0311664 | Time: 2488.71 ms
[2022-04-10 19:00:20 main:574] : INFO : Epoch 1812 | loss: 0.031139 | val_loss: 0.0311658 | Time: 2490.77 ms
[2022-04-10 19:00:23 main:574] : INFO : Epoch 1813 | loss: 0.0311406 | val_loss: 0.0311695 | Time: 2490.1 ms
[2022-04-10 19:00:25 main:574] : INFO : Epoch 1814 | loss: 0.0311479 | val_loss: 0.0311686 | Time: 2492.39 ms
[2022-04-10 19:00:28 main:574] : INFO : Epoch 1815 | loss: 0.0311594 | val_loss: 0.0311678 | Time: 2478.4 ms
[2022-04-10 19:00:30 main:574] : INFO : Epoch 1816 | loss: 0.0311563 | val_loss: 0.031166 | Time: 2491.3 ms
[2022-04-10 19:00:33 main:574] : INFO : Epoch 1817 | loss: 0.0311535 | val_loss: 0.0311646 | Time: 2493.95 ms
[2022-04-10 19:00:36 main:574] : INFO : Epoch 1818 | loss: 0.0311501 | val_loss: 0.031164 | Time: 2493.24 ms
[2022-04-10 19:00:38 main:574] : INFO : Epoch 1819 | loss: 0.0311481 | val_loss: 0.0311635 | Time: 2482.57 ms
[2022-04-10 19:00:41 main:574] : INFO : Epoch 1820 | loss: 0.0311476 | val_loss: 0.0311714 | Time: 2483.24 ms
[2022-04-10 19:00:43 main:574] : INFO : Epoch 1821 | loss: 0.031145 | val_loss: 0.0311625 | Time: 2489.06 ms
[2022-04-10 19:00:46 main:574] : INFO : Epoch 1822 | loss: 0.0311435 | val_loss: 0.0311624 | Time: 2483.37 ms
[2022-04-10 19:00:48 main:574] : INFO : Epoch 1823 | loss: 0.0311408 | val_loss: 0.0311625 | Time: 2479.41 ms
[2022-04-10 19:00:51 main:574] : INFO : Epoch 1824 | loss: 0.0311398 | val_loss: 0.0311611 | Time: 2484.43 ms
[2022-04-10 19:00:53 main:574] : INFO : Epoch 1825 | loss: 0.0311399 | val_loss: 0.0311625 | Time: 2485.97 ms
[2022-04-10 19:00:56 main:574] : INFO : Epoch 1826 | loss: 0.0311418 | val_loss: 0.0311616 | Time: 2481.94 ms
[2022-04-10 19:00:58 main:574] : INFO : Epoch 1827 | loss: 0.0311413 | val_loss: 0.0311655 | Time: 2478.89 ms
[2022-04-10 19:01:01 main:574] : INFO : Epoch 1828 | loss: 0.0311421 | val_loss: 0.0311642 | Time: 2489.57 ms
[2022-04-10 19:01:03 main:574] : INFO : Epoch 1829 | loss: 0.0311403 | val_loss: 0.0311684 | Time: 2487.59 ms
[2022-04-10 19:01:06 main:574] : INFO : Epoch 1830 | loss: 0.031139 | val_loss: 0.0311634 | Time: 2494.29 ms
[2022-04-10 19:01:09 main:574] : INFO : Epoch 1831 | loss: 0.0311402 | val_loss: 0.0311659 | Time: 2483.5 ms
[2022-04-10 19:01:11 main:574] : INFO : Epoch 1832 | loss: 0.0311383 | val_loss: 0.0311674 | Time: 2490.31 ms
[2022-04-10 19:01:14 main:574] : INFO : Epoch 1833 | loss: 0.0311377 | val_loss: 0.0311672 | Time: 2488.61 ms
[2022-04-10 19:01:16 main:574] : INFO : Epoch 1834 | loss: 0.031142 | val_loss: 0.0311709 | Time: 2489.08 ms
[2022-04-10 19:01:19 main:574] : INFO : Epoch 1835 | loss: 0.0311533 | val_loss: 0.0311619 | Time: 2478.37 ms
[2022-04-10 19:01:21 main:574] : INFO : Epoch 1836 | loss: 0.0311508 | val_loss: 0.0311638 | Time: 2481.07 ms
[2022-04-10 19:01:24 main:574] : INFO : Epoch 1837 | loss: 0.0311465 | val_loss: 0.0311635 | Time: 2482.39 ms
[2022-04-10 19:01:26 main:574] : INFO : Epoch 1838 | loss: 0.0311448 | val_loss: 0.0311631 | Time: 2490.36 ms
[2022-04-10 19:01:29 main:574] : INFO : Epoch 1839 | loss: 0.0311424 | val_loss: 0.0311631 | Time: 2479.48 ms
[2022-04-10 19:01:31 main:574] : INFO : Epoch 1840 | loss: 0.0311406 | val_loss: 0.0311662 | Time: 2472.84 ms
[2022-04-10 19:01:34 main:574] : INFO : Epoch 1841 | loss: 0.0311405 | val_loss: 0.0311637 | Time: 2493.63 ms
[2022-04-10 19:01:37 main:574] : INFO : Epoch 1842 | loss: 0.031144 | val_loss: 0.0311718 | Time: 2491.53 ms
[2022-04-10 19:01:39 main:574] : INFO : Epoch 1843 | loss: 0.0311522 | val_loss: 0.0311626 | Time: 2489.02 ms
[2022-04-10 19:01:42 main:574] : INFO : Epoch 1844 | loss: 0.0311488 | val_loss: 0.0311665 | Time: 2488.2 ms
[2022-04-10 19:01:44 main:574] : INFO : Epoch 1845 | loss: 0.0311485 | val_loss: 0.0311646 | Time: 2489.33 ms
[2022-04-10 19:01:47 main:574] : INFO : Epoch 1846 | loss: 0.031144 | val_loss: 0.0311679 | Time: 2483.26 ms
[2022-04-10 19:01:49 main:574] : INFO : Epoch 1847 | loss: 0.0311411 | val_loss: 0.0311627 | Time: 2482.92 ms
[2022-04-10 19:01:52 main:574] : INFO : Epoch 1848 | loss: 0.0311411 | val_loss: 0.0311633 | Time: 2486.5 ms
[2022-04-10 19:01:54 main:574] : INFO : Epoch 1849 | loss: 0.0311396 | val_loss: 0.0311608 | Time: 2482.82 ms
[2022-04-10 19:01:57 main:574] : INFO : Epoch 1850 | loss: 0.0311381 | val_loss: 0.031163 | Time: 2487.89 ms
[2022-04-10 19:01:59 main:574] : INFO : Epoch 1851 | loss: 0.0311382 | val_loss: 0.0311648 | Time: 2490.28 ms
[2022-04-10 19:02:02 main:574] : INFO : Epoch 1852 | loss: 0.0311378 | val_loss: 0.0311654 | Time: 2483.56 ms
[2022-04-10 19:02:04 main:574] : INFO : Epoch 1853 | loss: 0.0311365 | val_loss: 0.0311624 | Time: 2487.51 ms
[2022-04-10 19:02:07 main:574] : INFO : Epoch 1854 | loss: 0.031136 | val_loss: 0.0311593 | Time: 2485.96 ms
[2022-04-10 19:02:10 main:574] : INFO : Epoch 1855 | loss: 0.0311374 | val_loss: 0.0311644 | Time: 2488.21 ms
[2022-04-10 19:02:12 main:574] : INFO : Epoch 1856 | loss: 0.0311353 | val_loss: 0.0311617 | Time: 2482.1 ms
[2022-04-10 19:02:15 main:574] : INFO : Epoch 1857 | loss: 0.0311358 | val_loss: 0.0311617 | Time: 2484.05 ms
[2022-04-10 19:02:17 main:574] : INFO : Epoch 1858 | loss: 0.0311359 | val_loss: 0.0311631 | Time: 2484.3 ms
[2022-04-10 19:02:20 main:574] : INFO : Epoch 1859 | loss: 0.0311384 | val_loss: 0.0311687 | Time: 2489 ms
[2022-04-10 19:02:22 main:574] : INFO : Epoch 1860 | loss: 0.031138 | val_loss: 0.03116 | Time: 2479.55 ms
[2022-04-10 19:02:25 main:574] : INFO : Epoch 1861 | loss: 0.0311354 | val_loss: 0.0311635 | Time: 2492.91 ms
[2022-04-10 19:02:27 main:574] : INFO : Epoch 1862 | loss: 0.0311384 | val_loss: 0.031164 | Time: 2479.38 ms
[2022-04-10 19:02:30 main:574] : INFO : Epoch 1863 | loss: 0.0311441 | val_loss: 0.031161 | Time: 2483.3 ms
[2022-04-10 19:02:32 main:574] : INFO : Epoch 1864 | loss: 0.0311407 | val_loss: 0.0311635 | Time: 2482.25 ms
[2022-04-10 19:02:35 main:574] : INFO : Epoch 1865 | loss: 0.0311385 | val_loss: 0.0311611 | Time: 2484.44 ms
[2022-04-10 19:02:38 main:574] : INFO : Epoch 1866 | loss: 0.0311371 | val_loss: 0.0311654 | Time: 2485.28 ms
[2022-04-10 19:02:40 main:574] : INFO : Epoch 1867 | loss: 0.0311391 | val_loss: 0.0311652 | Time: 2489.81 ms
[2022-04-10 19:02:43 main:574] : INFO : Epoch 1868 | loss: 0.0311406 | val_loss: 0.0311692 | Time: 2481.49 ms
[2022-04-10 19:02:45 main:574] : INFO : Epoch 1869 | loss: 0.0311487 | val_loss: 0.0311659 | Time: 2492.6 ms
[2022-04-10 19:02:48 main:574] : INFO : Epoch 1870 | loss: 0.0311456 | val_loss: 0.0311676 | Time: 2493.34 ms
[2022-04-10 19:02:50 main:574] : INFO : Epoch 1871 | loss: 0.0311455 | val_loss: 0.0311741 | Time: 2478.91 ms
[2022-04-10 19:02:53 main:574] : INFO : Epoch 1872 | loss: 0.0311431 | val_loss: 0.0311649 | Time: 2481.14 ms
[2022-04-10 19:02:55 main:574] : INFO : Epoch 1873 | loss: 0.03114 | val_loss: 0.0311642 | Time: 2484.61 ms
[2022-04-10 19:02:58 main:574] : INFO : Epoch 1874 | loss: 0.0311387 | val_loss: 0.0311647 | Time: 2484.68 ms
[2022-04-10 19:03:00 main:574] : INFO : Epoch 1875 | loss: 0.0311371 | val_loss: 0.0311653 | Time: 2480.3 ms
[2022-04-10 19:03:03 main:574] : INFO : Epoch 1876 | loss: 0.0311355 | val_loss: 0.0311682 | Time: 2488.03 ms
[2022-04-10 19:03:05 main:574] : INFO : Epoch 1877 | loss: 0.0311355 | val_loss: 0.0311645 | Time: 2487.21 ms
[2022-04-10 19:03:08 main:574] : INFO : Epoch 1878 | loss: 0.0311383 | val_loss: 0.0311644 | Time: 2491 ms
[2022-04-10 19:03:11 main:574] : INFO : Epoch 1879 | loss: 0.0311419 | val_loss: 0.0311681 | Time: 2480.81 ms
[2022-04-10 19:03:13 main:574] : INFO : Epoch 1880 | loss: 0.0311405 | val_loss: 0.0311643 | Time: 2483.84 ms
[2022-04-10 19:03:16 main:574] : INFO : Epoch 1881 | loss: 0.0311404 | val_loss: 0.0311652 | Time: 2494.08 ms
[2022-04-10 19:03:18 main:574] : INFO : Epoch 1882 | loss: 0.0311364 | val_loss: 0.0311641 | Time: 2492.65 ms
[2022-04-10 19:03:21 main:574] : INFO : Epoch 1883 | loss: 0.0311364 | val_loss: 0.0311633 | Time: 2485.32 ms
[2022-04-10 19:03:23 main:574] : INFO : Epoch 1884 | loss: 0.0311383 | val_loss: 0.0311644 | Time: 2482.19 ms
[2022-04-10 19:03:26 main:574] : INFO : Epoch 1885 | loss: 0.0311357 | val_loss: 0.0311684 | Time: 2491.92 ms
[2022-04-10 19:03:29 main:574] : INFO : Epoch 1886 | loss: 0.0311398 | val_loss: 0.0311651 | Time: 2488.29 ms
[2022-04-10 19:03:31 main:574] : INFO : Epoch 1887 | loss: 0.0311392 | val_loss: 0.0311642 | Time: 2488.53 ms
[2022-04-10 19:03:34 main:574] : INFO : Epoch 1888 | loss: 0.0311381 | val_loss: 0.0311638 | Time: 2487.93 ms
[2022-04-10 19:03:36 main:574] : INFO : Epoch 1889 | loss: 0.031138 | val_loss: 0.0311703 | Time: 2491.18 ms
[2022-04-10 19:03:39 main:574] : INFO : Epoch 1890 | loss: 0.0311356 | val_loss: 0.0311625 | Time: 2480.1 ms
[2022-04-10 19:03:41 main:574] : INFO : Epoch 1891 | loss: 0.0311372 | val_loss: 0.0311662 | Time: 2484.58 ms
[2022-04-10 19:03:44 main:574] : INFO : Epoch 1892 | loss: 0.0311356 | val_loss: 0.0311628 | Time: 2479.68 ms
[2022-04-10 19:03:46 main:574] : INFO : Epoch 1893 | loss: 0.031133 | val_loss: 0.0311714 | Time: 2485.32 ms
[2022-04-10 19:03:49 main:574] : INFO : Epoch 1894 | loss: 0.031135 | val_loss: 0.0311654 | Time: 2489.12 ms
[2022-04-10 19:03:51 main:574] : INFO : Epoch 1895 | loss: 0.0311461 | val_loss: 0.0311633 | Time: 2486.37 ms
[2022-04-10 19:03:54 main:574] : INFO : Epoch 1896 | loss: 0.0311452 | val_loss: 0.0311614 | Time: 2488.11 ms
[2022-04-10 19:03:56 main:574] : INFO : Epoch 1897 | loss: 0.0311414 | val_loss: 0.0311645 | Time: 2492.56 ms
[2022-04-10 19:03:59 main:574] : INFO : Epoch 1898 | loss: 0.0311437 | val_loss: 0.0311617 | Time: 2480.13 ms
[2022-04-10 19:04:02 main:574] : INFO : Epoch 1899 | loss: 0.0311452 | val_loss: 0.0311607 | Time: 2494.19 ms
[2022-04-10 19:04:04 main:574] : INFO : Epoch 1900 | loss: 0.031143 | val_loss: 0.0311642 | Time: 2481 ms
[2022-04-10 19:04:07 main:574] : INFO : Epoch 1901 | loss: 0.0311383 | val_loss: 0.0311614 | Time: 2488.04 ms
[2022-04-10 19:04:09 main:574] : INFO : Epoch 1902 | loss: 0.0311364 | val_loss: 0.0311615 | Time: 2483.64 ms
[2022-04-10 19:04:12 main:574] : INFO : Epoch 1903 | loss: 0.0311359 | val_loss: 0.0311656 | Time: 2485.94 ms
[2022-04-10 19:04:14 main:574] : INFO : Epoch 1904 | loss: 0.0311372 | val_loss: 0.0311605 | Time: 2479.13 ms
[2022-04-10 19:04:17 main:574] : INFO : Epoch 1905 | loss: 0.0311363 | val_loss: 0.031165 | Time: 2485.51 ms
[2022-04-10 19:04:19 main:574] : INFO : Epoch 1906 | loss: 0.0311385 | val_loss: 0.0311606 | Time: 2489.44 ms
[2022-04-10 19:04:22 main:574] : INFO : Epoch 1907 | loss: 0.0311404 | val_loss: 0.0311813 | Time: 2486.12 ms
[2022-04-10 19:04:24 main:574] : INFO : Epoch 1908 | loss: 0.0311458 | val_loss: 0.0311645 | Time: 2476.12 ms
[2022-04-10 19:04:27 main:574] : INFO : Epoch 1909 | loss: 0.0311441 | val_loss: 0.0311716 | Time: 2490.28 ms
[2022-04-10 19:04:29 main:574] : INFO : Epoch 1910 | loss: 0.0311464 | val_loss: 0.0311629 | Time: 2479.38 ms
[2022-04-10 19:04:32 main:574] : INFO : Epoch 1911 | loss: 0.0311427 | val_loss: 0.0311658 | Time: 2484.22 ms
[2022-04-10 19:04:35 main:574] : INFO : Epoch 1912 | loss: 0.0311398 | val_loss: 0.0311687 | Time: 2476.44 ms
[2022-04-10 19:04:37 main:574] : INFO : Epoch 1913 | loss: 0.0311386 | val_loss: 0.0311614 | Time: 2489.68 ms
[2022-04-10 19:04:40 main:574] : INFO : Epoch 1914 | loss: 0.0311355 | val_loss: 0.0311641 | Time: 2487.88 ms
[2022-04-10 19:04:42 main:574] : INFO : Epoch 1915 | loss: 0.0311387 | val_loss: 0.0311641 | Time: 2484.7 ms
[2022-04-10 19:04:45 main:574] : INFO : Epoch 1916 | loss: 0.0311435 | val_loss: 0.0311604 | Time: 2485 ms
[2022-04-10 19:04:47 main:574] : INFO : Epoch 1917 | loss: 0.0311419 | val_loss: 0.0311611 | Time: 2492.87 ms
[2022-04-10 19:04:50 main:574] : INFO : Epoch 1918 | loss: 0.0311401 | val_loss: 0.0311625 | Time: 2489.31 ms
[2022-04-10 19:04:52 main:574] : INFO : Epoch 1919 | loss: 0.0311374 | val_loss: 0.0311606 | Time: 2487.59 ms
[2022-04-10 19:04:55 main:574] : INFO : Epoch 1920 | loss: 0.0311351 | val_loss: 0.0311672 | Time: 2488.63 ms
[2022-04-10 19:04:57 main:574] : INFO : Epoch 1921 | loss: 0.031135 | val_loss: 0.0311603 | Time: 2485.49 ms
[2022-04-10 19:05:00 main:574] : INFO : Epoch 1922 | loss: 0.0311342 | val_loss: 0.0311663 | Time: 2484.4 ms
[2022-04-10 19:05:02 main:574] : INFO : Epoch 1923 | loss: 0.0311346 | val_loss: 0.031159 | Time: 2482.66 ms
[2022-04-10 19:05:05 main:574] : INFO : Epoch 1924 | loss: 0.0311353 | val_loss: 0.0311598 | Time: 2482.05 ms
[2022-04-10 19:05:08 main:574] : INFO : Epoch 1925 | loss: 0.0311373 | val_loss: 0.0311615 | Time: 2489.62 ms
[2022-04-10 19:05:10 main:574] : INFO : Epoch 1926 | loss: 0.0311397 | val_loss: 0.0311626 | Time: 2485.28 ms
[2022-04-10 19:05:13 main:574] : INFO : Epoch 1927 | loss: 0.0311409 | val_loss: 0.0311616 | Time: 2480.75 ms
[2022-04-10 19:05:15 main:574] : INFO : Epoch 1928 | loss: 0.0311375 | val_loss: 0.031162 | Time: 2491.7 ms
[2022-04-10 19:05:18 main:574] : INFO : Epoch 1929 | loss: 0.0311365 | val_loss: 0.0311674 | Time: 2488.62 ms
[2022-04-10 19:05:20 main:574] : INFO : Epoch 1930 | loss: 0.0311361 | val_loss: 0.0311602 | Time: 2484.27 ms
[2022-04-10 19:05:23 main:574] : INFO : Epoch 1931 | loss: 0.0311369 | val_loss: 0.0311641 | Time: 2488.54 ms
[2022-04-10 19:05:25 main:574] : INFO : Epoch 1932 | loss: 0.0311364 | val_loss: 0.0311612 | Time: 2482.22 ms
[2022-04-10 19:05:28 main:574] : INFO : Epoch 1933 | loss: 0.031133 | val_loss: 0.0311618 | Time: 2481.7 ms
[2022-04-10 19:05:30 main:574] : INFO : Epoch 1934 | loss: 0.0311318 | val_loss: 0.0311641 | Time: 2485.58 ms
[2022-04-10 19:05:33 main:574] : INFO : Epoch 1935 | loss: 0.0311317 | val_loss: 0.031164 | Time: 2484.54 ms
[2022-04-10 19:05:35 main:574] : INFO : Epoch 1936 | loss: 0.0311307 | val_loss: 0.0311631 | Time: 2478.33 ms
[2022-04-10 19:05:38 main:574] : INFO : Epoch 1937 | loss: 0.0311304 | val_loss: 0.0311664 | Time: 2489.72 ms
[2022-04-10 19:05:40 main:574] : INFO : Epoch 1938 | loss: 0.0311306 | val_loss: 0.0311652 | Time: 2486.08 ms
[2022-04-10 19:05:43 main:574] : INFO : Epoch 1939 | loss: 0.0311305 | val_loss: 0.031163 | Time: 2484.5 ms
[2022-04-10 19:05:45 main:574] : INFO : Epoch 1940 | loss: 0.0311298 | val_loss: 0.0311654 | Time: 2486.08 ms
[2022-04-10 19:05:48 main:574] : INFO : Epoch 1941 | loss: 0.0311298 | val_loss: 0.0311715 | Time: 2489.67 ms
[2022-04-10 19:05:51 main:574] : INFO : Epoch 1942 | loss: 0.0311319 | val_loss: 0.0311659 | Time: 2484.13 ms
[2022-04-10 19:05:53 main:574] : INFO : Epoch 1943 | loss: 0.031131 | val_loss: 0.0311676 | Time: 2488.26 ms
[2022-04-10 19:05:56 main:574] : INFO : Epoch 1944 | loss: 0.0311291 | val_loss: 0.0311668 | Time: 2475.42 ms
[2022-04-10 19:05:58 main:574] : INFO : Epoch 1945 | loss: 0.0311271 | val_loss: 0.0311693 | Time: 2485.38 ms
[2022-04-10 19:06:01 main:574] : INFO : Epoch 1946 | loss: 0.0311293 | val_loss: 0.0311702 | Time: 2485.67 ms
[2022-04-10 19:06:03 main:574] : INFO : Epoch 1947 | loss: 0.0311283 | val_loss: 0.0311652 | Time: 2485.94 ms
[2022-04-10 19:06:06 main:574] : INFO : Epoch 1948 | loss: 0.0311282 | val_loss: 0.0311642 | Time: 2485.77 ms
[2022-04-10 19:06:08 main:574] : INFO : Epoch 1949 | loss: 0.0311298 | val_loss: 0.0311679 | Time: 2486.46 ms
[2022-04-10 19:06:11 main:574] : INFO : Epoch 1950 | loss: 0.0311312 | val_loss: 0.0311673 | Time: 2490.96 ms
[2022-04-10 19:06:13 main:574] : INFO : Epoch 1951 | loss: 0.0311303 | val_loss: 0.0311626 | Time: 2489.56 ms
[2022-04-10 19:06:16 main:574] : INFO : Epoch 1952 | loss: 0.0311288 | val_loss: 0.0311659 | Time: 2481.42 ms
[2022-04-10 19:06:18 main:574] : INFO : Epoch 1953 | loss: 0.0311268 | val_loss: 0.031169 | Time: 2495.49 ms
[2022-04-10 19:06:21 main:574] : INFO : Epoch 1954 | loss: 0.0311297 | val_loss: 0.0311649 | Time: 2486.46 ms
[2022-04-10 19:06:24 main:574] : INFO : Epoch 1955 | loss: 0.0311288 | val_loss: 0.0311689 | Time: 2479.8 ms
[2022-04-10 19:06:26 main:574] : INFO : Epoch 1956 | loss: 0.031131 | val_loss: 0.0311714 | Time: 2480.43 ms
[2022-04-10 19:06:29 main:574] : INFO : Epoch 1957 | loss: 0.0311275 | val_loss: 0.0311644 | Time: 2480.21 ms
[2022-04-10 19:06:31 main:574] : INFO : Epoch 1958 | loss: 0.0311283 | val_loss: 0.0311663 | Time: 2486.08 ms
[2022-04-10 19:06:34 main:574] : INFO : Epoch 1959 | loss: 0.0311298 | val_loss: 0.0311664 | Time: 2486.22 ms
[2022-04-10 19:06:36 main:574] : INFO : Epoch 1960 | loss: 0.0311297 | val_loss: 0.0311676 | Time: 2481.43 ms
[2022-04-10 19:06:39 main:574] : INFO : Epoch 1961 | loss: 0.0311301 | val_loss: 0.0311664 | Time: 2492.39 ms
[2022-04-10 19:06:41 main:574] : INFO : Epoch 1962 | loss: 0.0311317 | val_loss: 0.0311669 | Time: 2489.52 ms
[2022-04-10 19:06:44 main:574] : INFO : Epoch 1963 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 2478.84 ms
[2022-04-10 19:06:46 main:574] : INFO : Epoch 1964 | loss: 0.0311485 | val_loss: 0.0311719 | Time: 2481.91 ms
[2022-04-10 19:06:49 main:574] : INFO : Epoch 1965 | loss: 0.0364102 | val_loss: 0.0343543 | Time: 2487.01 ms
[2022-04-10 19:06:51 main:574] : INFO : Epoch 1966 | loss: 0.117958 | val_loss: 0.0386424 | Time: 2485.98 ms
[2022-04-10 19:06:54 main:574] : INFO : Epoch 1967 | loss: 0.0394501 | val_loss: 0.034766 | Time: 2488.02 ms
[2022-04-10 19:06:56 main:574] : INFO : Epoch 1968 | loss: 0.0325487 | val_loss: 0.0318346 | Time: 2485.72 ms
[2022-04-10 19:06:59 main:574] : INFO : Epoch 1969 | loss: 0.0315209 | val_loss: 0.0313098 | Time: 2486.04 ms
[2022-04-10 19:07:01 main:574] : INFO : Epoch 1970 | loss: 0.0312796 | val_loss: 0.0312583 | Time: 2482.74 ms
[2022-04-10 19:07:04 main:574] : INFO : Epoch 1971 | loss: 0.0312481 | val_loss: 0.0312377 | Time: 2483.42 ms
[2022-04-10 19:07:07 main:574] : INFO : Epoch 1972 | loss: 0.0312386 | val_loss: 0.0312357 | Time: 2482.68 ms
[2022-04-10 19:07:09 main:574] : INFO : Epoch 1973 | loss: 0.0312365 | val_loss: 0.0312343 | Time: 2490.85 ms
[2022-04-10 19:07:12 main:574] : INFO : Epoch 1974 | loss: 0.0312339 | val_loss: 0.0312305 | Time: 2483.61 ms
[2022-04-10 19:07:14 main:574] : INFO : Epoch 1975 | loss: 0.0312321 | val_loss: 0.0312296 | Time: 2486.47 ms
[2022-04-10 19:07:17 main:574] : INFO : Epoch 1976 | loss: 0.0312311 | val_loss: 0.0312283 | Time: 2483.62 ms
[2022-04-10 19:07:19 main:574] : INFO : Epoch 1977 | loss: 0.0312298 | val_loss: 0.031227 | Time: 2491.21 ms
[2022-04-10 19:07:22 main:574] : INFO : Epoch 1978 | loss: 0.0312286 | val_loss: 0.0312259 | Time: 2489.58 ms
[2022-04-10 19:07:24 main:574] : INFO : Epoch 1979 | loss: 0.0312274 | val_loss: 0.0312248 | Time: 2479.71 ms
[2022-04-10 19:07:27 main:574] : INFO : Epoch 1980 | loss: 0.0312267 | val_loss: 0.0312235 | Time: 2483.36 ms
[2022-04-10 19:07:29 main:574] : INFO : Epoch 1981 | loss: 0.0312252 | val_loss: 0.0312225 | Time: 2489.33 ms
[2022-04-10 19:07:32 main:574] : INFO : Epoch 1982 | loss: 0.0312239 | val_loss: 0.0312216 | Time: 2480.24 ms
[2022-04-10 19:07:34 main:574] : INFO : Epoch 1983 | loss: 0.0312228 | val_loss: 0.0312223 | Time: 2484.48 ms
[2022-04-10 19:07:37 main:574] : INFO : Epoch 1984 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 2484.14 ms
[2022-04-10 19:07:39 main:574] : INFO : Epoch 1985 | loss: 0.0312219 | val_loss: 0.0312219 | Time: 2486.22 ms
[2022-04-10 19:07:42 main:574] : INFO : Epoch 1986 | loss: 0.03122 | val_loss: 0.0312202 | Time: 2482.16 ms
[2022-04-10 19:07:44 main:574] : INFO : Epoch 1987 | loss: 0.0312193 | val_loss: 0.0312189 | Time: 2483.55 ms
[2022-04-10 19:07:47 main:574] : INFO : Epoch 1988 | loss: 0.0312188 | val_loss: 0.0312206 | Time: 2483.46 ms
[2022-04-10 19:07:50 main:574] : INFO : Epoch 1989 | loss: 0.0312165 | val_loss: 0.0312148 | Time: 2481.64 ms
[2022-04-10 19:07:52 main:574] : INFO : Epoch 1990 | loss: 0.0312137 | val_loss: 0.0312135 | Time: 2494.45 ms
[2022-04-10 19:07:55 main:574] : INFO : Epoch 1991 | loss: 0.0312123 | val_loss: 0.0312125 | Time: 2476.4 ms
[2022-04-10 19:07:57 main:574] : INFO : Epoch 1992 | loss: 0.0312115 | val_loss: 0.0312114 | Time: 2477.58 ms
[2022-04-10 19:08:00 main:574] : INFO : Epoch 1993 | loss: 0.03121 | val_loss: 0.0312103 | Time: 2491.48 ms
[2022-04-10 19:08:02 main:574] : INFO : Epoch 1994 | loss: 0.0312088 | val_loss: 0.0312085 | Time: 2482.64 ms
[2022-04-10 19:08:05 main:574] : INFO : Epoch 1995 | loss: 0.0312074 | val_loss: 0.0312082 | Time: 2483.92 ms
[2022-04-10 19:08:07 main:574] : INFO : Epoch 1996 | loss: 0.0312073 | val_loss: 0.031207 | Time: 2481.1 ms
[2022-04-10 19:08:10 main:574] : INFO : Epoch 1997 | loss: 0.0312053 | val_loss: 0.0312052 | Time: 2487.74 ms
[2022-04-10 19:08:12 main:574] : INFO : Epoch 1998 | loss: 0.0312044 | val_loss: 0.0312044 | Time: 2488.18 ms
[2022-04-10 19:08:15 main:574] : INFO : Epoch 1999 | loss: 0.0312037 | val_loss: 0.0312038 | Time: 2485.43 ms
[2022-04-10 19:08:17 main:574] : INFO : Epoch 2000 | loss: 0.0312031 | val_loss: 0.0312036 | Time: 2479.13 ms
[2022-04-10 19:08:20 main:574] : INFO : Epoch 2001 | loss: 0.0312023 | val_loss: 0.0312028 | Time: 2482.99 ms
[2022-04-10 19:08:22 main:574] : INFO : Epoch 2002 | loss: 0.0312024 | val_loss: 0.0312029 | Time: 2485.96 ms
[2022-04-10 19:08:25 main:574] : INFO : Epoch 2003 | loss: 0.0312019 | val_loss: 0.0312016 | Time: 2486.91 ms
[2022-04-10 19:08:27 main:574] : INFO : Epoch 2004 | loss: 0.0312003 | val_loss: 0.0312007 | Time: 2478.59 ms
[2022-04-10 19:08:30 main:574] : INFO : Epoch 2005 | loss: 0.031199 | val_loss: 0.0312 | Time: 2487.64 ms
[2022-04-10 19:08:32 main:574] : INFO : Epoch 2006 | loss: 0.0311985 | val_loss: 0.0311994 | Time: 2486.01 ms
[2022-04-10 19:08:35 main:574] : INFO : Epoch 2007 | loss: 0.0311983 | val_loss: 0.0311989 | Time: 2488.52 ms
[2022-04-10 19:08:38 main:574] : INFO : Epoch 2008 | loss: 0.0311972 | val_loss: 0.0311985 | Time: 2482.48 ms
[2022-04-10 19:08:40 main:574] : INFO : Epoch 2009 | loss: 0.031197 | val_loss: 0.0311978 | Time: 2485.41 ms
[2022-04-10 19:08:43 main:574] : INFO : Epoch 2010 | loss: 0.0311966 | val_loss: 0.0311973 | Time: 2482.35 ms
[2022-04-10 19:08:45 main:574] : INFO : Epoch 2011 | loss: 0.0311954 | val_loss: 0.031196 | Time: 2485.11 ms
[2022-04-10 19:08:48 main:574] : INFO : Epoch 2012 | loss: 0.0311945 | val_loss: 0.031196 | Time: 2485.98 ms
[2022-04-10 19:08:50 main:574] : INFO : Epoch 2013 | loss: 0.0311944 | val_loss: 0.0311955 | Time: 2490.4 ms
[2022-04-10 19:08:53 main:574] : INFO : Epoch 2014 | loss: 0.0311948 | val_loss: 0.0311946 | Time: 2486.04 ms
[2022-04-10 19:08:55 main:574] : INFO : Epoch 2015 | loss: 0.0311943 | val_loss: 0.031195 | Time: 2483.84 ms
[2022-04-10 19:08:58 main:574] : INFO : Epoch 2016 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 2482.35 ms
[2022-04-10 19:09:00 main:574] : INFO : Epoch 2017 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 2493.74 ms
[2022-04-10 19:09:03 main:574] : INFO : Epoch 2018 | loss: 0.0311917 | val_loss: 0.0311947 | Time: 2490.02 ms
[2022-04-10 19:09:05 main:574] : INFO : Epoch 2019 | loss: 0.0311916 | val_loss: 0.0311935 | Time: 2485.61 ms
[2022-04-10 19:09:08 main:574] : INFO : Epoch 2020 | loss: 0.0311911 | val_loss: 0.0311939 | Time: 2482.56 ms
[2022-04-10 19:09:10 main:574] : INFO : Epoch 2021 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 2490.36 ms
[2022-04-10 19:09:13 main:574] : INFO : Epoch 2022 | loss: 0.0311901 | val_loss: 0.0311936 | Time: 2481.36 ms
[2022-04-10 19:09:15 main:574] : INFO : Epoch 2023 | loss: 0.0311901 | val_loss: 0.031194 | Time: 2486.37 ms
[2022-04-10 19:09:18 main:574] : INFO : Epoch 2024 | loss: 0.0311897 | val_loss: 0.0311909 | Time: 2474.82 ms
[2022-04-10 19:09:21 main:574] : INFO : Epoch 2025 | loss: 0.0311893 | val_loss: 0.0311921 | Time: 2481.74 ms
[2022-04-10 19:09:23 main:574] : INFO : Epoch 2026 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 2485.46 ms
[2022-04-10 19:09:26 main:574] : INFO : Epoch 2027 | loss: 0.0311892 | val_loss: 0.0311914 | Time: 2481.23 ms
[2022-04-10 19:09:28 main:574] : INFO : Epoch 2028 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 2476.19 ms
[2022-04-10 19:09:31 main:574] : INFO : Epoch 2029 | loss: 0.0311887 | val_loss: 0.031193 | Time: 2484.4 ms
[2022-04-10 19:09:33 main:574] : INFO : Epoch 2030 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 2481.82 ms
[2022-04-10 19:09:36 main:574] : INFO : Epoch 2031 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 2482.44 ms
[2022-04-10 19:09:38 main:574] : INFO : Epoch 2032 | loss: 0.0311877 | val_loss: 0.0311903 | Time: 2478.38 ms
[2022-04-10 19:09:41 main:574] : INFO : Epoch 2033 | loss: 0.0311873 | val_loss: 0.0311902 | Time: 2485.87 ms
[2022-04-10 19:09:43 main:574] : INFO : Epoch 2034 | loss: 0.0311872 | val_loss: 0.0311899 | Time: 2482.81 ms
[2022-04-10 19:09:46 main:574] : INFO : Epoch 2035 | loss: 0.0311889 | val_loss: 0.0311888 | Time: 2477.11 ms
[2022-04-10 19:09:48 main:574] : INFO : Epoch 2036 | loss: 0.0311883 | val_loss: 0.0311887 | Time: 2477 ms
[2022-04-10 19:09:51 main:574] : INFO : Epoch 2037 | loss: 0.0311887 | val_loss: 0.0311896 | Time: 2478.45 ms
[2022-04-10 19:09:53 main:574] : INFO : Epoch 2038 | loss: 0.031188 | val_loss: 0.0311921 | Time: 2479.8 ms
[2022-04-10 19:09:56 main:574] : INFO : Epoch 2039 | loss: 0.0311886 | val_loss: 0.0311906 | Time: 2481.65 ms
[2022-04-10 19:09:58 main:574] : INFO : Epoch 2040 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 2478.09 ms
[2022-04-10 19:10:01 main:574] : INFO : Epoch 2041 | loss: 0.0311863 | val_loss: 0.0311895 | Time: 2483.41 ms
[2022-04-10 19:10:03 main:574] : INFO : Epoch 2042 | loss: 0.0311864 | val_loss: 0.0311898 | Time: 2485.49 ms
[2022-04-10 19:10:06 main:574] : INFO : Epoch 2043 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 2480.75 ms
[2022-04-10 19:10:08 main:574] : INFO : Epoch 2044 | loss: 0.0311859 | val_loss: 0.0311924 | Time: 2479.24 ms
[2022-04-10 19:10:11 main:574] : INFO : Epoch 2045 | loss: 0.031186 | val_loss: 0.0311899 | Time: 2487.94 ms
[2022-04-10 19:10:14 main:574] : INFO : Epoch 2046 | loss: 0.0311858 | val_loss: 0.0311895 | Time: 2481.84 ms
[2022-04-10 19:10:16 main:574] : INFO : Epoch 2047 | loss: 0.0311855 | val_loss: 0.0311897 | Time: 2485.12 ms
[2022-04-10 19:10:19 main:574] : INFO : Epoch 2048 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 2486.29 ms
[2022-04-10 19:10:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311897
[2022-04-10 19:10:19 main:603] : INFO : Saving end state to config to file
[2022-04-10 19:10:19 main:608] : INFO : Success, exiting..
19:10:19 (11836): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)