Task 14624334
| Name | ParityModified-1647042098-13913-3-0_1 |
| Workunit | 11495777 |
| Created | 18 Apr 2022, 22:15:18 UTC |
| Sent | 18 Apr 2022, 22:15:53 UTC |
| Report deadline | 26 Apr 2022, 22:15:53 UTC |
| Received | 24 Apr 2022, 12:42:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 25 min 21 sec |
| CPU time | 1 hours 25 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> 3 main:581] : INFO : Epoch 1538 | loss: 0.0311319 | val_loss: 0.0311563 | Time: 2508.45 ms [2022-04-24 06:20:45 main:581] : INFO : Epoch 1539 | loss: 0.0311329 | val_loss: 0.0311559 | Time: 2511.62 ms [2022-04-24 06:20:48 main:581] : INFO : Epoch 1540 | loss: 0.0311319 | val_loss: 0.0311605 | Time: 2509.33 ms [2022-04-24 06:20:50 main:581] : INFO : Epoch 1541 | loss: 0.0311314 | val_loss: 0.0311587 | Time: 2509.22 ms [2022-04-24 06:20:53 main:581] : INFO : Epoch 1542 | loss: 0.031133 | val_loss: 0.0311582 | Time: 2511.65 ms [2022-04-24 06:20:55 main:581] : INFO : Epoch 1543 | loss: 0.031131 | val_loss: 0.0311554 | Time: 2515.09 ms [2022-04-24 06:20:58 main:581] : INFO : Epoch 1544 | loss: 0.0311334 | val_loss: 0.0311575 | Time: 2506.91 ms [2022-04-24 06:21:00 main:581] : INFO : Epoch 1545 | loss: 0.0311346 | val_loss: 0.0311568 | Time: 2517.62 ms [2022-04-24 06:21:03 main:581] : INFO : Epoch 1546 | loss: 0.0311327 | val_loss: 0.0311562 | Time: 2507.28 ms [2022-04-24 06:21:05 main:581] : INFO : Epoch 1547 | loss: 0.031135 | val_loss: 0.0311586 | Time: 2511.66 ms [2022-04-24 06:21:08 main:581] : INFO : Epoch 1548 | loss: 0.0311315 | val_loss: 0.0311566 | Time: 2507.56 ms [2022-04-24 06:21:10 main:581] : INFO : Epoch 1549 | loss: 0.0311305 | val_loss: 0.0311582 | Time: 2508.6 ms [2022-04-24 06:21:13 main:581] : INFO : Epoch 1550 | loss: 0.0311404 | val_loss: 0.031165 | Time: 2505.72 ms [2022-04-24 06:21:15 main:581] : INFO : Epoch 1551 | loss: 0.0311466 | val_loss: 0.0311608 | Time: 2509.67 ms [2022-04-24 06:21:18 main:581] : INFO : Epoch 1552 | loss: 0.0311421 | val_loss: 0.0311589 | Time: 2506.42 ms [2022-04-24 06:21:20 main:581] : INFO : Epoch 1553 | loss: 0.0311382 | val_loss: 0.0311602 | Time: 2512.76 ms [2022-04-24 06:21:23 main:581] : INFO : Epoch 1554 | loss: 0.0311381 | val_loss: 0.0311623 | Time: 2509.06 ms [2022-04-24 06:21:25 main:581] : INFO : Epoch 1555 | loss: 0.0311373 | val_loss: 0.0311586 | Time: 2508.63 ms [2022-04-24 06:21:28 main:581] : INFO : Epoch 1556 | loss: 0.0311356 | val_loss: 0.0311585 | Time: 2507.49 ms [2022-04-24 06:21:30 main:581] : INFO : Epoch 1557 | loss: 0.0311364 | val_loss: 0.0311643 | Time: 2512.13 ms [2022-04-24 06:21:33 main:581] : INFO : Epoch 1558 | loss: 0.0311382 | val_loss: 0.0311559 | Time: 2504.45 ms [2022-04-24 06:21:35 main:581] : INFO : Epoch 1559 | loss: 0.0311392 | val_loss: 0.031158 | Time: 2504.15 ms [2022-04-24 06:21:38 main:581] : INFO : Epoch 1560 | loss: 0.031136 | val_loss: 0.0311574 | Time: 2502.55 ms [2022-04-24 06:21:40 main:581] : INFO : Epoch 1561 | loss: 0.0311375 | val_loss: 0.0311541 | Time: 2511.52 ms [2022-04-24 06:21:43 main:581] : INFO : Epoch 1562 | loss: 0.0311369 | val_loss: 0.0311587 | Time: 2506.34 ms [2022-04-24 06:21:46 main:581] : INFO : Epoch 1563 | loss: 0.0311348 | val_loss: 0.0311553 | Time: 2508.52 ms [2022-04-24 06:21:48 main:581] : INFO : Epoch 1564 | loss: 0.031134 | val_loss: 0.031154 | Time: 2506.2 ms [2022-04-24 06:21:51 main:581] : INFO : Epoch 1565 | loss: 0.0311339 | val_loss: 0.0311565 | Time: 2507.21 ms [2022-04-24 06:21:53 main:581] : INFO : Epoch 1566 | loss: 0.0311343 | val_loss: 0.031155 | Time: 2508.75 ms [2022-04-24 06:21:56 main:581] : INFO : Epoch 1567 | loss: 0.0311354 | val_loss: 0.0311588 | Time: 2508.33 ms [2022-04-24 06:21:58 main:581] : INFO : Epoch 1568 | loss: 0.0311334 | val_loss: 0.031161 | Time: 2506.37 ms [2022-04-24 06:22:01 main:581] : INFO : Epoch 1569 | loss: 0.0311331 | val_loss: 0.0311572 | Time: 2510.49 ms [2022-04-24 06:22:03 main:581] : INFO : Epoch 1570 | loss: 0.0311312 | val_loss: 0.0311602 | Time: 2507.57 ms [2022-04-24 06:22:06 main:581] : INFO : Epoch 1571 | loss: 0.0311319 | val_loss: 0.0311588 | Time: 2504.13 ms [2022-04-24 06:22:08 main:581] : INFO : Epoch 1572 | loss: 0.0311343 | val_loss: 0.0311616 | Time: 2508.13 ms [2022-04-24 06:22:11 main:581] : INFO : Epoch 1573 | loss: 0.0311334 | val_loss: 0.0311572 | Time: 2510.92 ms [2022-04-24 06:22:13 main:581] : INFO : Epoch 1574 | loss: 0.0311348 | val_loss: 0.0311612 | Time: 2507.31 ms [2022-04-24 06:22:16 main:581] : INFO : Epoch 1575 | loss: 0.031131 | val_loss: 0.0311627 | Time: 2502.95 ms [2022-04-24 06:22:18 main:581] : INFO : Epoch 1576 | loss: 0.0311307 | val_loss: 0.0311632 | Time: 2508.66 ms [2022-04-24 06:22:21 main:581] : INFO : Epoch 1577 | loss: 0.0311323 | val_loss: 0.0311622 | Time: 2507.46 ms [2022-04-24 06:22:23 main:581] : INFO : Epoch 1578 | loss: 0.0311319 | val_loss: 0.0311606 | Time: 2505.85 ms [2022-04-24 06:22:26 main:581] : INFO : Epoch 1579 | loss: 0.0311295 | val_loss: 0.0311561 | Time: 2507.04 ms [2022-04-24 06:22:28 main:581] : INFO : Epoch 1580 | loss: 0.0311293 | val_loss: 0.0311567 | Time: 2511.59 ms [2022-04-24 06:22:31 main:581] : INFO : Epoch 1581 | loss: 0.0311294 | val_loss: 0.0311579 | Time: 2506.33 ms [2022-04-24 06:22:33 main:581] : INFO : Epoch 1582 | loss: 0.03113 | val_loss: 0.0311567 | Time: 2502.74 ms [2022-04-24 06:22:36 main:581] : INFO : Epoch 1583 | loss: 0.0311331 | val_loss: 0.0311562 | Time: 2508.3 ms [2022-04-24 06:22:38 main:581] : INFO : Epoch 1584 | loss: 0.0311319 | val_loss: 0.031166 | Time: 2505.47 ms [2022-04-24 06:22:41 main:581] : INFO : Epoch 1585 | loss: 0.0311292 | val_loss: 0.0311599 | Time: 2501.58 ms [2022-04-24 06:22:43 main:581] : INFO : Epoch 1586 | loss: 0.0311295 | val_loss: 0.031158 | Time: 2510.26 ms [2022-04-24 06:22:46 main:581] : INFO : Epoch 1587 | loss: 0.0311292 | val_loss: 0.0311636 | Time: 2505.92 ms [2022-04-24 06:22:48 main:581] : INFO : Epoch 1588 | loss: 0.0311338 | val_loss: 0.0311544 | Time: 2505.08 ms [2022-04-24 06:22:51 main:581] : INFO : Epoch 1589 | loss: 0.0311389 | val_loss: 0.0311585 | Time: 2507.97 ms [2022-04-24 06:22:53 main:581] : INFO : Epoch 1590 | loss: 0.0311391 | val_loss: 0.0311599 | Time: 2506.26 ms [2022-04-24 06:22:56 main:581] : INFO : Epoch 1591 | loss: 0.0311346 | val_loss: 0.0311608 | Time: 2503.94 ms [2022-04-24 06:22:58 main:581] : INFO : Epoch 1592 | loss: 0.0311328 | val_loss: 0.0311562 | Time: 2507.33 ms [2022-04-24 06:23:01 main:581] : INFO : Epoch 1593 | loss: 0.0311316 | val_loss: 0.0311577 | Time: 2506.27 ms [2022-04-24 06:23:03 main:581] : INFO : Epoch 1594 | loss: 0.0311324 | val_loss: 0.0311598 | Time: 2505.56 ms [2022-04-24 06:23:06 main:581] : INFO : Epoch 1595 | loss: 0.0311343 | val_loss: 0.031162 | Time: 2503.79 ms [2022-04-24 06:23:08 main:581] : INFO : Epoch 1596 | loss: 0.031132 | val_loss: 0.0311617 | Time: 2512.38 ms [2022-04-24 06:23:11 main:581] : INFO : Epoch 1597 | loss: 0.0311332 | val_loss: 0.0311614 | Time: 2506.44 ms [2022-04-24 06:23:13 main:581] : INFO : Epoch 1598 | loss: 0.031131 | val_loss: 0.0311617 | Time: 2506.4 ms [2022-04-24 06:23:16 main:581] : INFO : Epoch 1599 | loss: 0.0311376 | val_loss: 0.0311574 | Time: 2504.76 ms [2022-04-24 06:23:18 main:581] : INFO : Epoch 1600 | loss: 0.0311348 | val_loss: 0.031156 | Time: 2512.48 ms [2022-04-24 06:23:21 main:581] : INFO : Epoch 1601 | loss: 0.0311332 | val_loss: 0.0311599 | Time: 2504.85 ms [2022-04-24 06:23:23 main:581] : INFO : Epoch 1602 | loss: 0.0311319 | val_loss: 0.0311562 | Time: 2506.54 ms [2022-04-24 06:23:26 main:581] : INFO : Epoch 1603 | loss: 0.0311322 | val_loss: 0.0311605 | Time: 2505.23 ms [2022-04-24 06:23:28 main:581] : INFO : Epoch 1604 | loss: 0.0311323 | val_loss: 0.0311593 | Time: 2508.99 ms [2022-04-24 06:23:31 main:581] : INFO : Epoch 1605 | loss: 0.0311317 | val_loss: 0.0311601 | Time: 2505.96 ms [2022-04-24 06:23:33 main:581] : INFO : Epoch 1606 | loss: 0.0311298 | val_loss: 0.0311576 | Time: 2500.9 ms [2022-04-24 06:23:36 main:581] : INFO : Epoch 1607 | loss: 0.0311321 | val_loss: 0.0311583 | Time: 2504.34 ms [2022-04-24 06:23:38 main:581] : INFO : Epoch 1608 | loss: 0.031133 | val_loss: 0.0311601 | Time: 2508.57 ms [2022-04-24 06:23:41 main:581] : INFO : Epoch 1609 | loss: 0.0311338 | val_loss: 0.0311633 | Time: 2505.78 ms [2022-04-24 06:23:43 main:581] : INFO : Epoch 1610 | loss: 0.0311357 | val_loss: 0.031159 | Time: 2501.26 ms [2022-04-24 06:23:46 main:581] : INFO : Epoch 1611 | loss: 0.0311398 | val_loss: 0.0311605 | Time: 2501.92 ms [2022-04-24 06:23:48 main:581] : INFO : Epoch 1612 | loss: 0.0311382 | val_loss: 0.0311588 | Time: 2512.94 ms [2022-04-24 06:23:51 main:581] : INFO : Epoch 1613 | loss: 0.031136 | val_loss: 0.0311575 | Time: 2503.66 ms [2022-04-24 06:23:53 main:581] : INFO : Epoch 1614 | loss: 0.0311417 | val_loss: 0.0311616 | Time: 2503.8 ms [2022-04-24 06:23:56 main:581] : INFO : Epoch 1615 | loss: 0.0311433 | val_loss: 0.0311676 | Time: 2506.94 ms [2022-04-24 06:23:58 main:581] : INFO : Epoch 1616 | loss: 0.0311407 | val_loss: 0.031156 | Time: 2508.41 ms [2022-04-24 06:24:01 main:581] : INFO : Epoch 1617 | loss: 0.031138 | val_loss: 0.031156 | Time: 2506.03 ms [2022-04-24 06:24:03 main:581] : INFO : Epoch 1618 | loss: 0.0311347 | val_loss: 0.0311576 | Time: 2502.47 ms [2022-04-24 06:24:06 main:581] : INFO : Epoch 1619 | loss: 0.0311339 | val_loss: 0.031158 | Time: 2510.32 ms [2022-04-24 06:24:08 main:581] : INFO : Epoch 1620 | loss: 0.0311382 | val_loss: 0.0311526 | Time: 2510.76 ms [2022-04-24 06:24:11 main:581] : INFO : Epoch 1621 | loss: 0.0311371 | val_loss: 0.0311584 | Time: 2505.18 ms [2022-04-24 06:24:13 main:581] : INFO : Epoch 1622 | loss: 0.0311328 | val_loss: 0.0311563 | Time: 2505.45 ms [2022-04-24 06:24:16 main:581] : INFO : Epoch 1623 | loss: 0.0311305 | val_loss: 0.031159 | Time: 2504.52 ms [2022-04-24 06:24:18 main:581] : INFO : Epoch 1624 | loss: 0.0311306 | val_loss: 0.0311581 | Time: 2501.53 ms [2022-04-24 06:24:21 main:581] : INFO : Epoch 1625 | loss: 0.0311301 | val_loss: 0.0311566 | Time: 2504.84 ms [2022-04-24 06:24:23 main:581] : INFO : Epoch 1626 | loss: 0.03113 | val_loss: 0.0311552 | Time: 2507.13 ms [2022-04-24 06:24:26 main:581] : INFO : Epoch 1627 | loss: 0.0311316 | val_loss: 0.031156 | Time: 2507.39 ms [2022-04-24 06:24:28 main:581] : INFO : Epoch 1628 | loss: 0.0311375 | val_loss: 0.0311536 | Time: 2509.37 ms [2022-04-24 06:24:31 main:581] : INFO : Epoch 1629 | loss: 0.0311445 | val_loss: 0.031162 | Time: 2501.17 ms [2022-04-24 06:24:33 main:581] : INFO : Epoch 1630 | loss: 0.0311518 | val_loss: 0.0311608 | Time: 2509.47 ms [2022-04-24 06:24:36 main:581] : INFO : Epoch 1631 | loss: 0.0311647 | val_loss: 0.0311829 | Time: 2503.37 ms [2022-04-24 06:24:38 main:581] : INFO : Epoch 1632 | loss: 0.031163 | val_loss: 0.031168 | Time: 2500.2 ms [2022-04-24 06:24:41 main:581] : INFO : Epoch 1633 | loss: 0.0311536 | val_loss: 0.0311625 | Time: 2507.68 ms [2022-04-24 06:24:43 main:581] : INFO : Epoch 1634 | loss: 0.0311539 | val_loss: 0.0311637 | Time: 2503.32 ms [2022-04-24 06:24:46 main:581] : INFO : Epoch 1635 | loss: 0.0311509 | val_loss: 0.0311605 | Time: 2501.56 ms [2022-04-24 06:24:48 main:581] : INFO : Epoch 1636 | loss: 0.0311501 | val_loss: 0.0311619 | Time: 2502.65 ms [2022-04-24 06:24:51 main:581] : INFO : Epoch 1637 | loss: 0.031149 | val_loss: 0.0311619 | Time: 2508.57 ms [2022-04-24 06:24:53 main:581] : INFO : Epoch 1638 | loss: 0.031145 | val_loss: 0.0311649 | Time: 2505.35 ms [2022-04-24 06:24:56 main:581] : INFO : Epoch 1639 | loss: 0.0311452 | val_loss: 0.0311584 | Time: 2504.93 ms [2022-04-24 06:24:59 main:581] : INFO : Epoch 1640 | loss: 0.0311437 | val_loss: 0.0311599 | Time: 2511.01 ms [2022-04-24 06:25:01 main:581] : INFO : Epoch 1641 | loss: 0.0311433 | val_loss: 0.03116 | Time: 2508.83 ms [2022-04-24 06:25:04 main:581] : INFO : Epoch 1642 | loss: 0.0311424 | val_loss: 0.0311555 | Time: 2502.68 ms [2022-04-24 06:25:06 main:581] : INFO : Epoch 1643 | loss: 0.0311421 | val_loss: 0.0311569 | Time: 2505.04 ms [2022-04-24 06:25:09 main:581] : INFO : Epoch 1644 | loss: 0.0311415 | val_loss: 0.0311563 | Time: 2507.91 ms [2022-04-24 06:25:11 main:581] : INFO : Epoch 1645 | loss: 0.0311459 | val_loss: 0.0311614 | Time: 2508.14 ms [2022-04-24 06:25:14 main:581] : INFO : Epoch 1646 | loss: 0.0311551 | val_loss: 0.0311666 | Time: 2501.12 ms [2022-04-24 06:25:16 main:581] : INFO : Epoch 1647 | loss: 0.0311543 | val_loss: 0.0311578 | Time: 2501.66 ms [2022-04-24 06:25:19 main:581] : INFO : Epoch 1648 | loss: 0.0311513 | val_loss: 0.0311572 | Time: 2506.73 ms [2022-04-24 06:25:21 main:581] : INFO : Epoch 1649 | loss: 0.0311516 | val_loss: 0.0311579 | Time: 2506.02 ms [2022-04-24 06:25:24 main:581] : INFO : Epoch 1650 | loss: 0.0311495 | val_loss: 0.0311656 | Time: 2507.44 ms [2022-04-24 06:25:26 main:581] : INFO : Epoch 1651 | loss: 0.0311555 | val_loss: 0.0311586 | Time: 2502.24 ms [2022-04-24 06:25:29 main:581] : INFO : Epoch 1652 | loss: 0.0311534 | val_loss: 0.0311808 | Time: 2512.69 ms [2022-04-24 06:25:31 main:581] : INFO : Epoch 1653 | loss: 0.0311866 | val_loss: 0.0311852 | Time: 2504.27 ms [2022-04-24 06:25:34 main:581] : INFO : Epoch 1654 | loss: 0.0311783 | val_loss: 0.0311804 | Time: 2503.99 ms [2022-04-24 06:25:36 main:581] : INFO : Epoch 1655 | loss: 0.0311685 | val_loss: 0.0311661 | Time: 2503.68 ms [2022-04-24 06:25:39 main:581] : INFO : Epoch 1656 | loss: 0.0311659 | val_loss: 0.0311673 | Time: 2508.78 ms [2022-04-24 06:25:41 main:581] : INFO : Epoch 1657 | loss: 0.0311646 | val_loss: 0.031163 | Time: 2503.13 ms [2022-04-24 06:25:44 main:581] : INFO : Epoch 1658 | loss: 0.0311639 | val_loss: 0.0311627 | Time: 2502.65 ms [2022-04-24 06:25:46 main:581] : INFO : Epoch 1659 | loss: 0.0311613 | val_loss: 0.0311596 | Time: 2506.68 ms [2022-04-24 06:25:49 main:581] : INFO : Epoch 1660 | loss: 0.0311573 | val_loss: 0.0311584 | Time: 2505.76 ms [2022-04-24 06:25:51 main:581] : INFO : Epoch 1661 | loss: 0.0311561 | val_loss: 0.0311556 | Time: 2512.93 ms [2022-04-24 06:25:54 main:581] : INFO : Epoch 1662 | loss: 0.0311539 | val_loss: 0.0311563 | Time: 2503.29 ms [2022-04-24 06:25:56 main:581] : INFO : Epoch 1663 | loss: 0.0311513 | val_loss: 0.031156 | Time: 2506.73 ms [2022-04-24 06:25:59 main:581] : INFO : Epoch 1664 | loss: 0.0311501 | val_loss: 0.0311537 | Time: 2505.67 ms [2022-04-24 06:26:01 main:581] : INFO : Epoch 1665 | loss: 0.0311497 | val_loss: 0.031155 | Time: 2507.89 ms [2022-04-24 06:26:04 main:581] : INFO : Epoch 1666 | loss: 0.0311493 | val_loss: 0.0311548 | Time: 2506.8 ms [2022-04-24 06:26:06 main:581] : INFO : Epoch 1667 | loss: 0.0311486 | val_loss: 0.0311566 | Time: 2504.53 ms [2022-04-24 06:26:09 main:581] : INFO : Epoch 1668 | loss: 0.0311485 | val_loss: 0.0311553 | Time: 2506.62 ms [2022-04-24 06:26:11 main:581] : INFO : Epoch 1669 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 2502.22 ms [2022-04-24 06:26:14 main:581] : INFO : Epoch 1670 | loss: 0.0311529 | val_loss: 0.0311594 | Time: 2505.1 ms [2022-04-24 06:26:16 main:581] : INFO : Epoch 1671 | loss: 0.0311502 | val_loss: 0.0311565 | Time: 2503.05 ms [2022-04-24 06:26:19 main:581] : INFO : Epoch 1672 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 2508.73 ms [2022-04-24 06:26:21 main:581] : INFO : Epoch 1673 | loss: 0.0311502 | val_loss: 0.0311591 | Time: 2505.39 ms [2022-04-24 06:26:24 main:581] : INFO : Epoch 1674 | loss: 0.0311486 | val_loss: 0.0311532 | Time: 2506.99 ms [2022-04-24 06:26:26 main:581] : INFO : Epoch 1675 | loss: 0.031147 | val_loss: 0.0311542 | Time: 2501.9 ms [2022-04-24 06:26:29 main:581] : INFO : Epoch 1676 | loss: 0.0311466 | val_loss: 0.0311558 | Time: 2509.73 ms [2022-04-24 06:26:31 main:581] : INFO : Epoch 1677 | loss: 0.0311445 | val_loss: 0.0311528 | Time: 2503.36 ms [2022-04-24 06:26:34 main:581] : INFO : Epoch 1678 | loss: 0.0311441 | val_loss: 0.031155 | Time: 2504.6 ms [2022-04-24 06:26:36 main:581] : INFO : Epoch 1679 | loss: 0.0311478 | val_loss: 0.0311604 | Time: 2508.91 ms [2022-04-24 06:26:39 main:581] : INFO : Epoch 1680 | loss: 0.0311505 | val_loss: 0.0311573 | Time: 2507.32 ms [2022-04-24 06:26:41 main:581] : INFO : Epoch 1681 | loss: 0.031148 | val_loss: 0.0311585 | Time: 2506.5 ms [2022-04-24 06:26:44 main:581] : INFO : Epoch 1682 | loss: 0.0311488 | val_loss: 0.0311597 | Time: 2505.29 ms [2022-04-24 06:26:46 main:581] : INFO : Epoch 1683 | loss: 0.0311468 | val_loss: 0.0311544 | Time: 2505.39 ms [2022-04-24 06:26:49 main:581] : INFO : Epoch 1684 | loss: 0.0311452 | val_loss: 0.0311552 | Time: 2503.42 ms [2022-04-24 06:26:51 main:581] : INFO : Epoch 1685 | loss: 0.0311441 | val_loss: 0.031157 | Time: 2508.79 ms [2022-04-24 06:26:54 main:581] : INFO : Epoch 1686 | loss: 0.0311438 | val_loss: 0.0311576 | Time: 2507.67 ms [2022-04-24 06:26:56 main:581] : INFO : Epoch 1687 | loss: 0.0311438 | val_loss: 0.0311543 | Time: 2507.85 ms [2022-04-24 06:26:59 main:581] : INFO : Epoch 1688 | loss: 0.0311441 | val_loss: 0.0311563 | Time: 2508.9 ms [2022-04-24 06:27:01 main:581] : INFO : Epoch 1689 | loss: 0.0311438 | val_loss: 0.0311565 | Time: 2512.27 ms [2022-04-24 06:27:04 main:581] : INFO : Epoch 1690 | loss: 0.0311443 | val_loss: 0.0311604 | Time: 2508.32 ms [2022-04-24 06:27:06 main:581] : INFO : Epoch 1691 | loss: 0.0311472 | val_loss: 0.0311559 | Time: 2505.77 ms [2022-04-24 06:27:09 main:581] : INFO : Epoch 1692 | loss: 0.0311471 | val_loss: 0.0311596 | Time: 2514.95 ms [2022-04-24 06:27:11 main:581] : INFO : Epoch 1693 | loss: 0.0311459 | val_loss: 0.0311564 | Time: 2506.86 ms [2022-04-24 06:27:14 main:581] : INFO : Epoch 1694 | loss: 0.031146 | val_loss: 0.0311568 | Time: 2509.48 ms [2022-04-24 06:27:16 main:581] : INFO : Epoch 1695 | loss: 0.0311456 | val_loss: 0.0311589 | Time: 2504.46 ms [2022-04-24 06:27:19 main:581] : INFO : Epoch 1696 | loss: 0.0311428 | val_loss: 0.0311589 | Time: 2508.76 ms [2022-04-24 06:27:21 main:581] : INFO : Epoch 1697 | loss: 0.0311436 | val_loss: 0.0311565 | Time: 2505.87 ms [2022-04-24 06:27:24 main:581] : INFO : Epoch 1698 | loss: 0.0311428 | val_loss: 0.0311548 | Time: 2504.47 ms [2022-04-24 06:27:26 main:581] : INFO : Epoch 1699 | loss: 0.0311413 | val_loss: 0.0311534 | Time: 2512.99 ms [2022-04-24 06:27:29 main:581] : INFO : Epoch 1700 | loss: 0.0311401 | val_loss: 0.0311538 | Time: 2512.44 ms [2022-04-24 06:27:31 main:581] : INFO : Epoch 1701 | loss: 0.0311394 | val_loss: 0.0311519 | Time: 2509.22 ms [2022-04-24 06:27:34 main:581] : INFO : Epoch 1702 | loss: 0.0311407 | val_loss: 0.0311542 | Time: 2509.72 ms [2022-04-24 06:27:36 main:581] : INFO : Epoch 1703 | loss: 0.0311391 | val_loss: 0.0311544 | Time: 2510.77 ms [2022-04-24 06:27:39 main:581] : INFO : Epoch 1704 | loss: 0.0311399 | val_loss: 0.031154 | Time: 2510.8 ms [2022-04-24 06:27:41 main:581] : INFO : Epoch 1705 | loss: 0.0311402 | val_loss: 0.0311573 | Time: 2509.53 ms [2022-04-24 06:27:44 main:581] : INFO : Epoch 1706 | loss: 0.0311389 | val_loss: 0.0311513 | Time: 2506.05 ms [2022-04-24 06:27:47 main:581] : INFO : Epoch 1707 | loss: 0.0311364 | val_loss: 0.0311541 | Time: 2511.61 ms [2022-04-24 06:27:49 main:581] : INFO : Epoch 1708 | loss: 0.0311368 | val_loss: 0.031152 | Time: 2508.19 ms [2022-04-24 06:27:52 main:581] : INFO : Epoch 1709 | loss: 0.0311386 | val_loss: 0.0311542 | Time: 2508.45 ms [2022-04-24 06:27:54 main:581] : INFO : Epoch 1710 | loss: 0.0311419 | val_loss: 0.0311557 | Time: 2510.95 ms [2022-04-24 06:27:57 main:581] : INFO : Epoch 1711 | loss: 0.0311452 | val_loss: 0.0311594 | Time: 2510.06 ms [2022-04-24 06:27:59 main:581] : INFO : Epoch 1712 | loss: 0.0311425 | val_loss: 0.0311562 | Time: 2512.15 ms [2022-04-24 06:28:02 main:581] : INFO : Epoch 1713 | loss: 0.0311415 | val_loss: 0.0311567 | Time: 2511.94 ms [2022-04-24 06:28:04 main:581] : INFO : Epoch 1714 | loss: 0.0311412 | val_loss: 0.0311575 | Time: 2509.17 ms [2022-04-24 06:28:07 main:581] : INFO : Epoch 1715 | loss: 0.0311386 | val_loss: 0.0311514 | Time: 2515.56 ms [2022-04-24 06:28:09 main:581] : INFO : Epoch 1716 | loss: 0.0311385 | val_loss: 0.0311561 | Time: 2509.48 ms [2022-04-24 06:28:12 main:581] : INFO : Epoch 1717 | loss: 0.0311388 | val_loss: 0.0311554 | Time: 2511.75 ms [2022-04-24 06:28:14 main:581] : INFO : Epoch 1718 | loss: 0.0311366 | val_loss: 0.0311544 | Time: 2516.88 ms [2022-04-24 06:28:17 main:581] : INFO : Epoch 1719 | loss: 0.0311365 | val_loss: 0.0311526 | Time: 2508.37 ms [2022-04-24 06:28:19 main:581] : INFO : Epoch 1720 | loss: 0.0311366 | val_loss: 0.0311567 | Time: 2512.44 ms [2022-04-24 06:28:22 main:581] : INFO : Epoch 1721 | loss: 0.0311391 | val_loss: 0.03117 | Time: 2509.94 ms [2022-04-24 06:28:24 main:581] : INFO : Epoch 1722 | loss: 0.0311427 | val_loss: 0.0311546 | Time: 2515.06 ms [2022-04-24 06:28:27 main:581] : INFO : Epoch 1723 | loss: 0.0311368 | val_loss: 0.0311527 | Time: 2509.2 ms [2022-04-24 06:28:29 main:581] : INFO : Epoch 1724 | loss: 0.0311361 | val_loss: 0.031156 | Time: 2510.62 ms [2022-04-24 06:28:32 main:581] : INFO : Epoch 1725 | loss: 0.0311358 | val_loss: 0.0311559 | Time: 2508.96 ms [2022-04-24 06:28:34 main:581] : INFO : Epoch 1726 | loss: 0.0311353 | val_loss: 0.0311571 | Time: 2510.33 ms [2022-04-24 06:28:37 main:581] : INFO : Epoch 1727 | loss: 0.0311359 | val_loss: 0.0311599 | Time: 2505.51 ms [2022-04-24 06:28:39 main:581] : INFO : Epoch 1728 | loss: 0.0311361 | val_loss: 0.0311586 | Time: 2510.68 ms [2022-04-24 06:28:42 main:581] : INFO : Epoch 1729 | loss: 0.031134 | val_loss: 0.0311549 | Time: 2516.1 ms [2022-04-24 06:28:44 main:581] : INFO : Epoch 1730 | loss: 0.031134 | val_loss: 0.0311553 | Time: 2514.95 ms [2022-04-24 06:28:47 main:581] : INFO : Epoch 1731 | loss: 0.0311347 | val_loss: 0.0311565 | Time: 2509.52 ms [2022-04-24 06:28:49 main:581] : INFO : Epoch 1732 | loss: 0.0311356 | val_loss: 0.0311615 | Time: 2508.32 ms [2022-04-24 06:28:52 main:581] : INFO : Epoch 1733 | loss: 0.0311362 | val_loss: 0.0311586 | Time: 2513.2 ms [2022-04-24 06:28:54 main:581] : INFO : Epoch 1734 | loss: 0.0311358 | val_loss: 0.0311603 | Time: 2513.03 ms [2022-04-24 06:28:57 main:581] : INFO : Epoch 1735 | loss: 0.0311385 | val_loss: 0.0311641 | Time: 2507.55 ms [2022-04-24 06:28:59 main:581] : INFO : Epoch 1736 | loss: 0.0311355 | val_loss: 0.0311537 | Time: 2516.29 ms [2022-04-24 06:29:02 main:581] : INFO : Epoch 1737 | loss: 0.0311359 | val_loss: 0.0311608 | Time: 2513.28 ms [2022-04-24 06:29:04 main:581] : INFO : Epoch 1738 | loss: 0.0311368 | val_loss: 0.031159 | Time: 2509.68 ms [2022-04-24 06:29:07 main:581] : INFO : Epoch 1739 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 2516.65 ms [2022-04-24 06:29:09 main:581] : INFO : Epoch 1740 | loss: 0.031134 | val_loss: 0.031155 | Time: 2511.1 ms [2022-04-24 06:29:12 main:581] : INFO : Epoch 1741 | loss: 0.0311369 | val_loss: 0.0311619 | Time: 2514.95 ms [2022-04-24 06:29:14 main:581] : INFO : Epoch 1742 | loss: 0.0311357 | val_loss: 0.0311573 | Time: 2509.59 ms [2022-04-24 06:29:17 main:581] : INFO : Epoch 1743 | loss: 0.0311332 | val_loss: 0.0311545 | Time: 2508.31 ms [2022-04-24 06:29:19 main:581] : INFO : Epoch 1744 | loss: 0.0311359 | val_loss: 0.0311556 | Time: 2513.39 ms [2022-04-24 06:29:22 main:581] : INFO : Epoch 1745 | loss: 0.0311335 | val_loss: 0.0311538 | Time: 2510.23 ms [2022-04-24 06:29:24 main:581] : INFO : Epoch 1746 | loss: 0.0311339 | val_loss: 0.031154 | Time: 2509.73 ms [2022-04-24 06:29:27 main:581] : INFO : Epoch 1747 | loss: 0.0311347 | val_loss: 0.0311556 | Time: 2512.31 ms [2022-04-24 06:29:29 main:581] : INFO : Epoch 1748 | loss: 0.0311344 | val_loss: 0.0311586 | Time: 2515.05 ms [2022-04-24 06:29:32 main:581] : INFO : Epoch 1749 | loss: 0.0311384 | val_loss: 0.0311543 | Time: 2512.2 ms [2022-04-24 06:29:35 main:581] : INFO : Epoch 1750 | loss: 0.0311361 | val_loss: 0.0311525 | Time: 2512.17 ms [2022-04-24 06:29:37 main:581] : INFO : Epoch 1751 | loss: 0.0311371 | val_loss: 0.0311555 | Time: 2494.56 ms [2022-04-24 06:29:39 main:581] : INFO : Epoch 1752 | loss: 0.031136 | val_loss: 0.0311558 | Time: 2469.43 ms [2022-04-24 06:29:42 main:581] : INFO : Epoch 1753 | loss: 0.0311353 | val_loss: 0.0311533 | Time: 2480.35 ms [2022-04-24 06:29:44 main:581] : INFO : Epoch 1754 | loss: 0.0311376 | val_loss: 0.0311534 | Time: 2481.21 ms [2022-04-24 06:29:47 main:581] : INFO : Epoch 1755 | loss: 0.0311349 | val_loss: 0.0311533 | Time: 2478.36 ms [2022-04-24 06:29:49 main:581] : INFO : Epoch 1756 | loss: 0.0311334 | val_loss: 0.0311506 | Time: 2478.98 ms [2022-04-24 06:29:52 main:581] : INFO : Epoch 1757 | loss: 0.0311332 | val_loss: 0.0311623 | Time: 2477.23 ms [2022-04-24 06:29:54 main:581] : INFO : Epoch 1758 | loss: 0.0311329 | val_loss: 0.0311583 | Time: 2486.46 ms [2022-04-24 06:29:57 main:581] : INFO : Epoch 1759 | loss: 0.0311349 | val_loss: 0.0311545 | Time: 2479.85 ms [2022-04-24 06:29:59 main:581] : INFO : Epoch 1760 | loss: 0.0311353 | val_loss: 0.0311559 | Time: 2479.45 ms [2022-04-24 06:30:02 main:581] : INFO : Epoch 1761 | loss: 0.031135 | val_loss: 0.0311557 | Time: 2482.11 ms [2022-04-24 06:30:04 main:581] : INFO : Epoch 1762 | loss: 0.0311328 | val_loss: 0.0311528 | Time: 2486.2 ms [2022-04-24 06:30:07 main:581] : INFO : Epoch 1763 | loss: 0.0311329 | val_loss: 0.0311534 | Time: 2476.73 ms [2022-04-24 06:30:09 main:581] : INFO : Epoch 1764 | loss: 0.0311524 | val_loss: 0.0311622 | Time: 2487.55 ms [2022-04-24 06:30:12 main:581] : INFO : Epoch 1765 | loss: 0.0311574 | val_loss: 0.0311609 | Time: 2482.27 ms [2022-04-24 06:30:14 main:581] : INFO : Epoch 1766 | loss: 0.0311528 | val_loss: 0.0311578 | Time: 2485.9 ms [2022-04-24 06:30:17 main:581] : INFO : Epoch 1767 | loss: 0.0311486 | val_loss: 0.0311553 | Time: 2481.76 ms [2022-04-24 06:30:19 main:581] : INFO : Epoch 1768 | loss: 0.0311486 | val_loss: 0.031158 | Time: 2477.96 ms [2022-04-24 06:30:22 main:581] : INFO : Epoch 1769 | loss: 0.0311481 | val_loss: 0.0311587 | Time: 2479.59 ms [2022-04-24 06:30:24 main:581] : INFO : Epoch 1770 | loss: 0.0311454 | val_loss: 0.0311563 | Time: 2479.66 ms [2022-04-24 06:30:27 main:581] : INFO : Epoch 1771 | loss: 0.0311434 | val_loss: 0.0311579 | Time: 2482.28 ms [2022-04-24 06:30:29 main:581] : INFO : Epoch 1772 | loss: 0.0311449 | val_loss: 0.0311573 | Time: 2481.9 ms [2022-04-24 06:30:32 main:581] : INFO : Epoch 1773 | loss: 0.031143 | val_loss: 0.0311603 | Time: 2482.72 ms [2022-04-24 06:30:34 main:581] : INFO : Epoch 1774 | loss: 0.0311422 | val_loss: 0.0311574 | Time: 2478.06 ms [2022-04-24 06:30:37 main:581] : INFO : Epoch 1775 | loss: 0.0311408 | val_loss: 0.0311613 | Time: 2476.05 ms [2022-04-24 06:30:39 main:581] : INFO : Epoch 1776 | loss: 0.0311413 | val_loss: 0.0311621 | Time: 2483.8 ms [2022-04-24 06:30:42 main:581] : INFO : Epoch 1777 | loss: 0.0311425 | val_loss: 0.0311612 | Time: 2479.34 ms [2022-04-24 06:30:44 main:581] : INFO : Epoch 1778 | loss: 0.0311448 | val_loss: 0.0311562 | Time: 2457.07 ms [2022-04-24 06:30:46 main:581] : INFO : Epoch 1779 | loss: 0.0311417 | val_loss: 0.031155 | Time: 2443.59 ms [2022-04-24 06:30:49 main:581] : INFO : Epoch 1780 | loss: 0.0311401 | val_loss: 0.0311599 | Time: 2442.93 ms [2022-04-24 06:30:51 main:581] : INFO : Epoch 1781 | loss: 0.031139 | val_loss: 0.0311616 | Time: 2440.93 ms [2022-04-24 06:30:54 main:581] : INFO : Epoch 1782 | loss: 0.0311388 | val_loss: 0.0311628 | Time: 2443.4 ms [2022-04-24 06:30:56 main:581] : INFO : Epoch 1783 | loss: 0.031141 | val_loss: 0.0311603 | Time: 2446.42 ms [2022-04-24 06:30:59 main:581] : INFO : Epoch 1784 | loss: 0.0311391 | val_loss: 0.0311598 | Time: 2450.23 ms [2022-04-24 06:31:01 main:581] : INFO : Epoch 1785 | loss: 0.0311384 | val_loss: 0.0311572 | Time: 2448.31 ms [2022-04-24 06:31:04 main:581] : INFO : Epoch 1786 | loss: 0.0311388 | val_loss: 0.0311608 | Time: 2454.13 ms [2022-04-24 06:31:06 main:581] : INFO : Epoch 1787 | loss: 0.0311369 | val_loss: 0.0311561 | Time: 2448.28 ms [2022-04-24 06:31:08 main:581] : INFO : Epoch 1788 | loss: 0.0311365 | val_loss: 0.0311605 | Time: 2450.27 ms [2022-04-24 06:31:11 main:581] : INFO : Epoch 1789 | loss: 0.0311353 | val_loss: 0.0311649 | Time: 2448.11 ms [2022-04-24 06:31:13 main:581] : INFO : Epoch 1790 | loss: 0.0311359 | val_loss: 0.0311571 | Time: 2438.29 ms [2022-04-24 06:31:16 main:581] : INFO : Epoch 1791 | loss: 0.0311374 | val_loss: 0.0311567 | Time: 2438.6 ms [2022-04-24 06:31:18 main:581] : INFO : Epoch 1792 | loss: 0.0311342 | val_loss: 0.0311554 | Time: 2449.24 ms [2022-04-24 06:31:21 main:581] : INFO : Epoch 1793 | loss: 0.0311363 | val_loss: 0.0311616 | Time: 2443.43 ms [2022-04-24 06:31:23 main:581] : INFO : Epoch 1794 | loss: 0.0311351 | val_loss: 0.0311585 | Time: 2451.25 ms [2022-04-24 06:31:26 main:581] : INFO : Epoch 1795 | loss: 0.0311343 | val_loss: 0.031157 | Time: 2442 ms [2022-04-24 06:31:28 main:581] : INFO : Epoch 1796 | loss: 0.0311371 | val_loss: 0.031155 | Time: 2452.45 ms [2022-04-24 06:31:30 main:581] : INFO : Epoch 1797 | loss: 0.0311368 | val_loss: 0.0311561 | Time: 2444.39 ms [2022-04-24 06:31:33 main:581] : INFO : Epoch 1798 | loss: 0.0311357 | val_loss: 0.0311637 | Time: 2449.64 ms [2022-04-24 06:31:35 main:581] : INFO : Epoch 1799 | loss: 0.0311357 | val_loss: 0.0311597 | Time: 2445.92 ms [2022-04-24 06:31:38 main:581] : INFO : Epoch 1800 | loss: 0.0311344 | val_loss: 0.0311602 | Time: 2440.35 ms [2022-04-24 06:31:40 main:581] : INFO : Epoch 1801 | loss: 0.0311351 | val_loss: 0.0311597 | Time: 2447.29 ms [2022-04-24 06:31:43 main:581] : INFO : Epoch 1802 | loss: 0.031138 | val_loss: 0.0311619 | Time: 2443 ms [2022-04-24 06:31:45 main:581] : INFO : Epoch 1803 | loss: 0.0311393 | val_loss: 0.0311543 | Time: 2451.76 ms [2022-04-24 06:31:48 main:581] : INFO : Epoch 1804 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 2446.2 ms [2022-04-24 06:31:50 main:581] : INFO : Epoch 1805 | loss: 0.0311351 | val_loss: 0.0311581 | Time: 2446.5 ms [2022-04-24 06:31:52 main:581] : INFO : Epoch 1806 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 2445.49 ms [2022-04-24 06:31:55 main:581] : INFO : Epoch 1807 | loss: 0.0311366 | val_loss: 0.0311617 | Time: 2449.19 ms [2022-04-24 06:31:57 main:581] : INFO : Epoch 1808 | loss: 0.031138 | val_loss: 0.0311563 | Time: 2455.2 ms [2022-04-24 06:32:00 main:581] : INFO : Epoch 1809 | loss: 0.0311371 | val_loss: 0.0311571 | Time: 2456.92 ms [2022-04-24 06:32:02 main:581] : INFO : Epoch 1810 | loss: 0.0311362 | val_loss: 0.0311578 | Time: 2441.24 ms [2022-04-24 06:32:05 main:581] : INFO : Epoch 1811 | loss: 0.0311368 | val_loss: 0.0311644 | Time: 2448 ms [2022-04-24 06:32:07 main:581] : INFO : Epoch 1812 | loss: 0.0311368 | val_loss: 0.0311604 | Time: 2452.45 ms [2022-04-24 06:32:10 main:581] : INFO : Epoch 1813 | loss: 0.031133 | val_loss: 0.0311577 | Time: 2448.11 ms [2022-04-24 06:32:12 main:581] : INFO : Epoch 1814 | loss: 0.0311352 | val_loss: 0.0311574 | Time: 2483.41 ms [2022-04-24 06:32:15 main:581] : INFO : Epoch 1815 | loss: 0.0311428 | val_loss: 0.0311583 | Time: 2450.15 ms [2022-04-24 06:32:17 main:581] : INFO : Epoch 1816 | loss: 0.0311408 | val_loss: 0.0311553 | Time: 2453.59 ms [2022-04-24 06:32:19 main:581] : INFO : Epoch 1817 | loss: 0.0311385 | val_loss: 0.0311548 | Time: 2443.24 ms [2022-04-24 06:32:22 main:581] : INFO : Epoch 1818 | loss: 0.0311371 | val_loss: 0.0311558 | Time: 2470.52 ms [2022-04-24 06:32:24 main:581] : INFO : Epoch 1819 | loss: 0.0311378 | val_loss: 0.0311553 | Time: 2501.4 ms [2022-04-24 06:32:27 main:581] : INFO : Epoch 1820 | loss: 0.0311397 | val_loss: 0.031156 | Time: 2505.82 ms [2022-04-24 06:32:29 main:581] : INFO : Epoch 1821 | loss: 0.0311366 | val_loss: 0.031157 | Time: 2504.69 ms [2022-04-24 06:32:32 main:581] : INFO : Epoch 1822 | loss: 0.0311346 | val_loss: 0.0311602 | Time: 2503.75 ms [2022-04-24 06:32:34 main:581] : INFO : Epoch 1823 | loss: 0.0311346 | val_loss: 0.0311574 | Time: 2502.56 ms [2022-04-24 06:32:37 main:581] : INFO : Epoch 1824 | loss: 0.0311366 | val_loss: 0.0311612 | Time: 2501 ms [2022-04-24 06:32:39 main:581] : INFO : Epoch 1825 | loss: 0.0311371 | val_loss: 0.0311619 | Time: 2501.26 ms [2022-04-24 06:32:42 main:581] : INFO : Epoch 1826 | loss: 0.0311347 | val_loss: 0.0311548 | Time: 2505.77 ms [2022-04-24 06:32:44 main:581] : INFO : Epoch 1827 | loss: 0.0311367 | val_loss: 0.0311656 | Time: 2501.29 ms [2022-04-24 06:32:47 main:581] : INFO : Epoch 1828 | loss: 0.0311358 | val_loss: 0.0311629 | Time: 2505.73 ms [2022-04-24 06:32:49 main:581] : INFO : Epoch 1829 | loss: 0.0311365 | val_loss: 0.031157 | Time: 2500.84 ms [2022-04-24 06:32:52 main:581] : INFO : Epoch 1830 | loss: 0.0311344 | val_loss: 0.0311549 | Time: 2500.41 ms [2022-04-24 06:32:54 main:581] : INFO : Epoch 1831 | loss: 0.0311345 | val_loss: 0.0311542 | Time: 2510.68 ms [2022-04-24 06:32:57 main:581] : INFO : Epoch 1832 | loss: 0.0311339 | val_loss: 0.0311528 | Time: 2507.86 ms [2022-04-24 06:32:59 main:581] : INFO : Epoch 1833 | loss: 0.0311341 | val_loss: 0.0311563 | Time: 2510.79 ms [2022-04-24 06:33:02 main:581] : INFO : Epoch 1834 | loss: 0.0311348 | val_loss: 0.0311533 | Time: 2509.58 ms [2022-04-24 06:33:05 main:581] : INFO : Epoch 1835 | loss: 0.0311335 | val_loss: 0.0311557 | Time: 2506.72 ms [2022-04-24 06:33:07 main:581] : INFO : Epoch 1836 | loss: 0.031133 | val_loss: 0.0311569 | Time: 2510.06 ms [2022-04-24 06:33:10 main:581] : INFO : Epoch 1837 | loss: 0.0311348 | val_loss: 0.0311566 | Time: 2508.25 ms [2022-04-24 06:33:12 main:581] : INFO : Epoch 1838 | loss: 0.0311358 | val_loss: 0.0311563 | Time: 2505.2 ms [2022-04-24 06:33:15 main:581] : INFO : Epoch 1839 | loss: 0.0311419 | val_loss: 0.0312005 | Time: 2505 ms [2022-04-24 06:33:17 main:581] : INFO : Epoch 1840 | loss: 0.0356393 | val_loss: 0.0434076 | Time: 2512.36 ms [2022-04-24 06:33:20 main:581] : INFO : Epoch 1841 | loss: 0.0333577 | val_loss: 0.0318586 | Time: 2506.73 ms [2022-04-24 06:33:22 main:581] : INFO : Epoch 1842 | loss: 0.0315632 | val_loss: 0.0312807 | Time: 2504.81 ms [2022-04-24 06:33:25 main:581] : INFO : Epoch 1843 | loss: 0.0312569 | val_loss: 0.0312238 | Time: 2508.27 ms [2022-04-24 06:33:27 main:581] : INFO : Epoch 1844 | loss: 0.0312158 | val_loss: 0.0312044 | Time: 2507.14 ms [2022-04-24 06:33:30 main:581] : INFO : Epoch 1845 | loss: 0.0312082 | val_loss: 0.0311925 | Time: 2507.38 ms [2022-04-24 06:33:32 main:581] : INFO : Epoch 1846 | loss: 0.0311925 | val_loss: 0.0311849 | Time: 2507.53 ms [2022-04-24 06:33:35 main:581] : INFO : Epoch 1847 | loss: 0.031186 | val_loss: 0.0311853 | Time: 2508.8 ms [2022-04-24 06:33:37 main:581] : INFO : Epoch 1848 | loss: 0.0311875 | val_loss: 0.0311851 | Time: 2507.22 ms [2022-04-24 06:33:40 main:581] : INFO : Epoch 1849 | loss: 0.0311821 | val_loss: 0.0311768 | Time: 2509.52 ms [2022-04-24 06:33:42 main:581] : INFO : Epoch 1850 | loss: 0.0311827 | val_loss: 0.0311776 | Time: 2509.27 ms [2022-04-24 06:33:45 main:581] : INFO : Epoch 1851 | loss: 0.0311805 | val_loss: 0.0311749 | Time: 2503.32 ms [2022-04-24 06:33:47 main:581] : INFO : Epoch 1852 | loss: 0.0311758 | val_loss: 0.0311729 | Time: 2505.22 ms [2022-04-24 06:33:50 main:581] : INFO : Epoch 1853 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 2506.7 ms [2022-04-24 06:33:52 main:581] : INFO : Epoch 1854 | loss: 0.0311719 | val_loss: 0.0311764 | Time: 2503.64 ms [2022-04-24 06:33:55 main:581] : INFO : Epoch 1855 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 2506.4 ms [2022-04-24 06:33:57 main:581] : INFO : Epoch 1856 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 2501.8 ms [2022-04-24 06:34:00 main:581] : INFO : Epoch 1857 | loss: 0.0311815 | val_loss: 0.0311749 | Time: 2510.69 ms [2022-04-24 06:34:02 main:581] : INFO : Epoch 1858 | loss: 0.031171 | val_loss: 0.0311723 | Time: 2506.26 ms [2022-04-24 06:34:05 main:581] : INFO : Epoch 1859 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 2507 ms [2022-04-24 06:34:07 main:581] : INFO : Epoch 1860 | loss: 0.0311724 | val_loss: 0.0311724 | Time: 2507.4 ms [2022-04-24 06:34:10 main:581] : INFO : Epoch 1861 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 2506.3 ms [2022-04-24 06:34:12 main:581] : INFO : Epoch 1862 | loss: 0.0311697 | val_loss: 0.0311752 | Time: 2506.34 ms [2022-04-24 06:34:15 main:581] : INFO : Epoch 1863 | loss: 0.0311747 | val_loss: 0.0311908 | Time: 2506.99 ms [2022-04-24 06:34:17 main:581] : INFO : Epoch 1864 | loss: 0.0311765 | val_loss: 0.0311708 | Time: 2508.43 ms [2022-04-24 06:34:20 main:581] : INFO : Epoch 1865 | loss: 0.0311668 | val_loss: 0.0311695 | Time: 2507.62 ms [2022-04-24 06:34:22 main:581] : INFO : Epoch 1866 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 2503.94 ms [2022-04-24 06:34:25 main:581] : INFO : Epoch 1867 | loss: 0.0311703 | val_loss: 0.0311696 | Time: 2507.57 ms [2022-04-24 06:34:27 main:581] : INFO : Epoch 1868 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 2502.94 ms [2022-04-24 06:34:30 main:581] : INFO : Epoch 1869 | loss: 0.0311678 | val_loss: 0.0311703 | Time: 2502.38 ms [2022-04-24 06:34:32 main:581] : INFO : Epoch 1870 | loss: 0.0311671 | val_loss: 0.0311698 | Time: 2508.18 ms [2022-04-24 06:34:35 main:581] : INFO : Epoch 1871 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 2504.73 ms [2022-04-24 06:34:37 main:581] : INFO : Epoch 1872 | loss: 0.0311655 | val_loss: 0.0311811 | Time: 2505.27 ms [2022-04-24 06:34:40 main:581] : INFO : Epoch 1873 | loss: 0.03117 | val_loss: 0.0311992 | Time: 2503.28 ms [2022-04-24 06:34:42 main:581] : INFO : Epoch 1874 | loss: 0.0311766 | val_loss: 0.0311729 | Time: 2498.17 ms [2022-04-24 06:34:45 main:581] : INFO : Epoch 1875 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 2506.63 ms [2022-04-24 06:34:47 main:581] : INFO : Epoch 1876 | loss: 0.0311657 | val_loss: 0.0311704 | Time: 2504.6 ms [2022-04-24 06:34:50 main:581] : INFO : Epoch 1877 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 2498.67 ms [2022-04-24 06:34:52 main:581] : INFO : Epoch 1878 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 2506.8 ms [2022-04-24 06:34:55 main:581] : INFO : Epoch 1879 | loss: 0.03117 | val_loss: 0.0311696 | Time: 2504.61 ms [2022-04-24 06:34:57 main:581] : INFO : Epoch 1880 | loss: 0.0311655 | val_loss: 0.0311715 | Time: 2507.56 ms [2022-04-24 06:35:00 main:581] : INFO : Epoch 1881 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 2501.52 ms [2022-04-24 06:35:02 main:581] : INFO : Epoch 1882 | loss: 0.0311648 | val_loss: 0.031174 | Time: 2504.08 ms [2022-04-24 06:35:05 main:581] : INFO : Epoch 1883 | loss: 0.0311641 | val_loss: 0.031172 | Time: 2505.65 ms [2022-04-24 06:35:07 main:581] : INFO : Epoch 1884 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 2507.45 ms [2022-04-24 06:35:10 main:581] : INFO : Epoch 1885 | loss: 0.0311621 | val_loss: 0.0311696 | Time: 2503.99 ms [2022-04-24 06:35:12 main:581] : INFO : Epoch 1886 | loss: 0.031162 | val_loss: 0.0311682 | Time: 2508.39 ms [2022-04-24 06:35:15 main:581] : INFO : Epoch 1887 | loss: 0.0311604 | val_loss: 0.0311675 | Time: 2507.25 ms [2022-04-24 06:35:17 main:581] : INFO : Epoch 1888 | loss: 0.03116 | val_loss: 0.0311689 | Time: 2505.05 ms [2022-04-24 06:35:20 main:581] : INFO : Epoch 1889 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 2503.88 ms [2022-04-24 06:35:22 main:581] : INFO : Epoch 1890 | loss: 0.0311638 | val_loss: 0.0311678 | Time: 2502.27 ms [2022-04-24 06:35:25 main:581] : INFO : Epoch 1891 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 2502.37 ms [2022-04-24 06:35:27 main:581] : INFO : Epoch 1892 | loss: 0.0311616 | val_loss: 0.0311693 | Time: 2504.91 ms [2022-04-24 06:35:30 main:581] : INFO : Epoch 1893 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 2508.16 ms [2022-04-24 06:35:32 main:581] : INFO : Epoch 1894 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 2507.08 ms [2022-04-24 06:35:35 main:581] : INFO : Epoch 1895 | loss: 0.0311583 | val_loss: 0.0311688 | Time: 2502.08 ms [2022-04-24 06:35:37 main:581] : INFO : Epoch 1896 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 2499.33 ms [2022-04-24 06:35:40 main:581] : INFO : Epoch 1897 | loss: 0.031159 | val_loss: 0.0311683 | Time: 2508.18 ms [2022-04-24 06:35:42 main:581] : INFO : Epoch 1898 | loss: 0.0311519 | val_loss: 0.0311548 | Time: 2502.22 ms [2022-04-24 06:35:45 main:581] : INFO : Epoch 1899 | loss: 0.0311466 | val_loss: 0.0311561 | Time: 2508.13 ms [2022-04-24 06:35:47 main:581] : INFO : Epoch 1900 | loss: 0.0311451 | val_loss: 0.0311546 | Time: 2501.13 ms [2022-04-24 06:35:50 main:581] : INFO : Epoch 1901 | loss: 0.0311459 | val_loss: 0.0311615 | Time: 2506.55 ms [2022-04-24 06:35:52 main:581] : INFO : Epoch 1902 | loss: 0.0311471 | val_loss: 0.0311553 | Time: 2502.4 ms [2022-04-24 06:35:55 main:581] : INFO : Epoch 1903 | loss: 0.0311487 | val_loss: 0.0311527 | Time: 2498.6 ms [2022-04-24 06:35:57 main:581] : INFO : Epoch 1904 | loss: 0.0311442 | val_loss: 0.0311545 | Time: 2501.92 ms [2022-04-24 06:36:00 main:581] : INFO : Epoch 1905 | loss: 0.0311387 | val_loss: 0.0311494 | Time: 2505.66 ms [2022-04-24 06:36:02 main:581] : INFO : Epoch 1906 | loss: 0.0311395 | val_loss: 0.0311584 | Time: 2501.31 ms [2022-04-24 06:36:05 main:581] : INFO : Epoch 1907 | loss: 0.0311403 | val_loss: 0.0311503 | Time: 2505.44 ms [2022-04-24 06:36:07 main:581] : INFO : Epoch 1908 | loss: 0.0311365 | val_loss: 0.0311506 | Time: 2505.42 ms [2022-04-24 06:36:10 main:581] : INFO : Epoch 1909 | loss: 0.0311378 | val_loss: 0.0311663 | Time: 2504.43 ms [2022-04-24 06:36:12 main:581] : INFO : Epoch 1910 | loss: 0.0311404 | val_loss: 0.0311523 | Time: 2499.41 ms [2022-04-24 06:36:15 main:581] : INFO : Epoch 1911 | loss: 0.0311366 | val_loss: 0.0311489 | Time: 2508.92 ms [2022-04-24 06:36:17 main:581] : INFO : Epoch 1912 | loss: 0.0311331 | val_loss: 0.0311498 | Time: 2504.94 ms [2022-04-24 06:36:20 main:581] : INFO : Epoch 1913 | loss: 0.0311326 | val_loss: 0.0311501 | Time: 2502.57 ms [2022-04-24 06:36:22 main:581] : INFO : Epoch 1914 | loss: 0.0311327 | val_loss: 0.0311502 | Time: 2504.02 ms [2022-04-24 06:36:25 main:581] : INFO : Epoch 1915 | loss: 0.0311328 | val_loss: 0.0311515 | Time: 2507.62 ms [2022-04-24 06:36:27 main:581] : INFO : Epoch 1916 | loss: 0.0311324 | val_loss: 0.0311481 | Time: 2505.18 ms [2022-04-24 06:36:30 main:581] : INFO : Epoch 1917 | loss: 0.0311319 | val_loss: 0.0311504 | Time: 2507.95 ms [2022-04-24 06:36:32 main:581] : INFO : Epoch 1918 | loss: 0.0311314 | val_loss: 0.0311495 | Time: 2504.1 ms [2022-04-24 06:36:35 main:581] : INFO : Epoch 1919 | loss: 0.0311343 | val_loss: 0.0311474 | Time: 2499.09 ms [2022-04-24 06:36:37 main:581] : INFO : Epoch 1920 | loss: 0.0311339 | val_loss: 0.0311475 | Time: 2497.01 ms [2022-04-24 06:36:40 main:581] : INFO : Epoch 1921 | loss: 0.0311339 | val_loss: 0.0311523 | Time: 2508.89 ms [2022-04-24 06:36:43 main:581] : INFO : Epoch 1922 | loss: 0.0311392 | val_loss: 0.0311471 | Time: 2501.09 ms [2022-04-24 06:36:45 main:581] : INFO : Epoch 1923 | loss: 0.0311344 | val_loss: 0.0311499 | Time: 2507.43 ms [2022-04-24 06:36:48 main:581] : INFO : Epoch 1924 | loss: 0.0311344 | val_loss: 0.0311508 | Time: 2504.85 ms [2022-04-24 06:36:50 main:581] : INFO : Epoch 1925 | loss: 0.0311333 | val_loss: 0.031151 | Time: 2507.97 ms [2022-04-24 06:36:53 main:581] : INFO : Epoch 1926 | loss: 0.0311353 | val_loss: 0.0311536 | Time: 2503.52 ms [2022-04-24 06:36:55 main:581] : INFO : Epoch 1927 | loss: 0.0311446 | val_loss: 0.0311525 | Time: 2504.29 ms [2022-04-24 06:36:58 main:581] : INFO : Epoch 1928 | loss: 0.031141 | val_loss: 0.0311513 | Time: 2506.31 ms [2022-04-24 06:37:00 main:581] : INFO : Epoch 1929 | loss: 0.031139 | val_loss: 0.0311496 | Time: 2509.17 ms [2022-04-24 06:37:03 main:581] : INFO : Epoch 1930 | loss: 0.0311396 | val_loss: 0.0311508 | Time: 2503.67 ms [2022-04-24 06:37:05 main:581] : INFO : Epoch 1931 | loss: 0.0311414 | val_loss: 0.0311478 | Time: 2500.96 ms [2022-04-24 06:37:08 main:581] : INFO : Epoch 1932 | loss: 0.0311387 | val_loss: 0.031148 | Time: 2509.46 ms [2022-04-24 06:37:10 main:581] : INFO : Epoch 1933 | loss: 0.0311362 | val_loss: 0.0311484 | Time: 2502.14 ms [2022-04-24 06:37:13 main:581] : INFO : Epoch 1934 | loss: 0.0311413 | val_loss: 0.0311471 | Time: 2504.22 ms [2022-04-24 06:37:15 main:581] : INFO : Epoch 1935 | loss: 0.0311435 | val_loss: 0.0311541 | Time: 2501.65 ms [2022-04-24 06:37:18 main:581] : INFO : Epoch 1936 | loss: 0.0311365 | val_loss: 0.0311489 | Time: 2508.22 ms [2022-04-24 06:37:20 main:581] : INFO : Epoch 1937 | loss: 0.0311344 | val_loss: 0.0311501 | Time: 2505.37 ms [2022-04-24 06:37:23 main:581] : INFO : Epoch 1938 | loss: 0.0311333 | val_loss: 0.0311503 | Time: 2503.46 ms [2022-04-24 06:37:25 main:581] : INFO : Epoch 1939 | loss: 0.0311317 | val_loss: 0.0311497 | Time: 2503.3 ms [2022-04-24 06:37:28 main:581] : INFO : Epoch 1940 | loss: 0.0311313 | val_loss: 0.0311495 | Time: 2510.15 ms [2022-04-24 06:37:30 main:581] : INFO : Epoch 1941 | loss: 0.0311313 | val_loss: 0.031147 | Time: 2507.71 ms [2022-04-24 06:37:33 main:581] : INFO : Epoch 1942 | loss: 0.0311329 | val_loss: 0.031154 | Time: 2503.72 ms [2022-04-24 06:37:35 main:581] : INFO : Epoch 1943 | loss: 0.0311341 | val_loss: 0.031151 | Time: 2503.69 ms [2022-04-24 06:37:38 main:581] : INFO : Epoch 1944 | loss: 0.0311337 | val_loss: 0.0311488 | Time: 2506.15 ms [2022-04-24 06:37:40 main:581] : INFO : Epoch 1945 | loss: 0.0311329 | val_loss: 0.0311476 | Time: 2501.88 ms [2022-04-24 06:37:43 main:581] : INFO : Epoch 1946 | loss: 0.0311373 | val_loss: 0.0311454 | Time: 2503.31 ms [2022-04-24 06:37:45 main:581] : INFO : Epoch 1947 | loss: 0.0311343 | val_loss: 0.0311453 | Time: 2509.64 ms [2022-04-24 06:37:48 main:581] : INFO : Epoch 1948 | loss: 0.0311344 | val_loss: 0.0311579 | Time: 2506.34 ms [2022-04-24 06:37:50 main:581] : INFO : Epoch 1949 | loss: 0.0311389 | val_loss: 0.0311552 | Time: 2500.02 ms [2022-04-24 06:37:53 main:581] : INFO : Epoch 1950 | loss: 0.0311338 | val_loss: 0.0311465 | Time: 2504.51 ms [2022-04-24 06:37:55 main:581] : INFO : Epoch 1951 | loss: 0.0311335 | val_loss: 0.0311579 | Time: 2501.68 ms [2022-04-24 06:37:58 main:581] : INFO : Epoch 1952 | loss: 0.0311413 | val_loss: 0.0311591 | Time: 2509.6 ms [2022-04-24 06:38:00 main:581] : INFO : Epoch 1953 | loss: 0.03114 | val_loss: 0.0311452 | Time: 2505.81 ms [2022-04-24 06:38:03 main:581] : INFO : Epoch 1954 | loss: 0.03114 | val_loss: 0.0311474 | Time: 2508.07 ms [2022-04-24 06:38:05 main:581] : INFO : Epoch 1955 | loss: 0.0311364 | val_loss: 0.0311463 | Time: 2502.91 ms [2022-04-24 06:38:08 main:581] : INFO : Epoch 1956 | loss: 0.0311324 | val_loss: 0.0311511 | Time: 2507.12 ms [2022-04-24 06:38:10 main:581] : INFO : Epoch 1957 | loss: 0.0311309 | val_loss: 0.0311462 | Time: 2503.84 ms [2022-04-24 06:38:13 main:581] : INFO : Epoch 1958 | loss: 0.0311323 | val_loss: 0.0311451 | Time: 2498.23 ms [2022-04-24 06:38:15 main:581] : INFO : Epoch 1959 | loss: 0.0311329 | val_loss: 0.0311465 | Time: 2502.8 ms [2022-04-24 06:38:18 main:581] : INFO : Epoch 1960 | loss: 0.0311316 | val_loss: 0.031148 | Time: 2506.84 ms [2022-04-24 06:38:20 main:581] : INFO : Epoch 1961 | loss: 0.0311311 | val_loss: 0.0311477 | Time: 2511.3 ms [2022-04-24 06:38:23 main:581] : INFO : Epoch 1962 | loss: 0.0311316 | val_loss: 0.0311452 | Time: 2504.87 ms [2022-04-24 06:38:25 main:581] : INFO : Epoch 1963 | loss: 0.0311334 | val_loss: 0.0311494 | Time: 2505.78 ms [2022-04-24 06:38:28 main:581] : INFO : Epoch 1964 | loss: 0.0311323 | val_loss: 0.0311455 | Time: 2504.34 ms [2022-04-24 06:38:30 main:581] : INFO : Epoch 1965 | loss: 0.0311297 | val_loss: 0.0311461 | Time: 2504.41 ms [2022-04-24 06:38:33 main:581] : INFO : Epoch 1966 | loss: 0.0311317 | val_loss: 0.0311453 | Time: 2505.35 ms [2022-04-24 06:38:35 main:581] : INFO : Epoch 1967 | loss: 0.0311328 | val_loss: 0.0311449 | Time: 2504.72 ms [2022-04-24 06:38:38 main:581] : INFO : Epoch 1968 | loss: 0.0311312 | val_loss: 0.0311465 | Time: 2507.87 ms [2022-04-24 06:38:40 main:581] : INFO : Epoch 1969 | loss: 0.0311324 | val_loss: 0.0311492 | Time: 2506.91 ms [2022-04-24 06:38:43 main:581] : INFO : Epoch 1970 | loss: 0.0311335 | val_loss: 0.0311471 | Time: 2508.24 ms [2022-04-24 06:38:45 main:581] : INFO : Epoch 1971 | loss: 0.0311305 | val_loss: 0.0311463 | Time: 2504.63 ms [2022-04-24 06:38:48 main:581] : INFO : Epoch 1972 | loss: 0.0311301 | val_loss: 0.0311529 | Time: 2504.39 ms [2022-04-24 06:38:50 main:581] : INFO : Epoch 1973 | loss: 0.0311315 | val_loss: 0.0311436 | Time: 2506.07 ms [2022-04-24 06:38:53 main:581] : INFO : Epoch 1974 | loss: 0.0311304 | val_loss: 0.0311475 | Time: 2504.68 ms [2022-04-24 06:38:55 main:581] : INFO : Epoch 1975 | loss: 0.0311307 | val_loss: 0.0311451 | Time: 2502.71 ms [2022-04-24 06:38:58 main:581] : INFO : Epoch 1976 | loss: 0.0311287 | val_loss: 0.0311453 | Time: 2505.68 ms [2022-04-24 06:39:00 main:581] : INFO : Epoch 1977 | loss: 0.0311322 | val_loss: 0.0311468 | Time: 2507.27 ms [2022-04-24 06:39:03 main:581] : INFO : Epoch 1978 | loss: 0.0311331 | val_loss: 0.0311471 | Time: 2506.78 ms [2022-04-24 06:39:05 main:581] : INFO : Epoch 1979 | loss: 0.0311341 | val_loss: 0.0311494 | Time: 2500.93 ms [2022-04-24 06:39:08 main:581] : INFO : Epoch 1980 | loss: 0.0311343 | val_loss: 0.0311445 | Time: 2509.04 ms [2022-04-24 06:39:10 main:581] : INFO : Epoch 1981 | loss: 0.0311327 | val_loss: 0.0311449 | Time: 2504.4 ms [2022-04-24 06:39:13 main:581] : INFO : Epoch 1982 | loss: 0.0311327 | val_loss: 0.0311467 | Time: 2504.26 ms [2022-04-24 06:39:15 main:581] : INFO : Epoch 1983 | loss: 0.0311325 | val_loss: 0.0311469 | Time: 2507.87 ms [2022-04-24 06:39:18 main:581] : INFO : Epoch 1984 | loss: 0.0311341 | val_loss: 0.0311488 | Time: 2508.14 ms [2022-04-24 06:39:20 main:581] : INFO : Epoch 1985 | loss: 0.0311355 | val_loss: 0.0311465 | Time: 2505.65 ms [2022-04-24 06:39:23 main:581] : INFO : Epoch 1986 | loss: 0.0311344 | val_loss: 0.0311486 | Time: 2507.93 ms [2022-04-24 06:39:25 main:581] : INFO : Epoch 1987 | loss: 0.0311335 | val_loss: 0.0311457 | Time: 2505.1 ms [2022-04-24 06:39:28 main:581] : INFO : Epoch 1988 | loss: 0.0311299 | val_loss: 0.0311466 | Time: 2510.63 ms [2022-04-24 06:39:30 main:581] : INFO : Epoch 1989 | loss: 0.0311309 | val_loss: 0.0311463 | Time: 2506.38 ms [2022-04-24 06:39:33 main:581] : INFO : Epoch 1990 | loss: 0.0311295 | val_loss: 0.0311582 | Time: 2507.75 ms [2022-04-24 06:39:35 main:581] : INFO : Epoch 1991 | loss: 0.0311314 | val_loss: 0.0311481 | Time: 2506.62 ms [2022-04-24 06:39:38 main:581] : INFO : Epoch 1992 | loss: 0.031133 | val_loss: 0.0311491 | Time: 2513.48 ms [2022-04-24 06:39:40 main:581] : INFO : Epoch 1993 | loss: 0.0311335 | val_loss: 0.0311486 | Time: 2504.54 ms [2022-04-24 06:39:43 main:581] : INFO : Epoch 1994 | loss: 0.0311357 | val_loss: 0.0311476 | Time: 2504.91 ms [2022-04-24 06:39:45 main:581] : INFO : Epoch 1995 | loss: 0.0311383 | val_loss: 0.0311558 | Time: 2509.58 ms [2022-04-24 06:39:48 main:581] : INFO : Epoch 1996 | loss: 0.0311399 | val_loss: 0.0311442 | Time: 2504.87 ms [2022-04-24 06:39:50 main:581] : INFO : Epoch 1997 | loss: 0.0311367 | val_loss: 0.0311437 | Time: 2505.94 ms [2022-04-24 06:39:53 main:581] : INFO : Epoch 1998 | loss: 0.031135 | val_loss: 0.0311427 | Time: 2510.57 ms [2022-04-24 06:39:55 main:581] : INFO : Epoch 1999 | loss: 0.0311325 | val_loss: 0.031146 | Time: 2510.28 ms [2022-04-24 06:39:58 main:581] : INFO : Epoch 2000 | loss: 0.0311362 | val_loss: 0.031144 | Time: 2511.9 ms [2022-04-24 06:40:00 main:581] : INFO : Epoch 2001 | loss: 0.0311317 | val_loss: 0.0311436 | Time: 2508.02 ms [2022-04-24 06:40:03 main:581] : INFO : Epoch 2002 | loss: 0.0311348 | val_loss: 0.0311537 | Time: 2514.89 ms [2022-04-24 06:40:06 main:581] : INFO : Epoch 2003 | loss: 0.0311395 | val_loss: 0.031142 | Time: 2509.96 ms [2022-04-24 06:40:08 main:581] : INFO : Epoch 2004 | loss: 0.0311366 | val_loss: 0.0311561 | Time: 2514.6 ms [2022-04-24 06:40:11 main:581] : INFO : Epoch 2005 | loss: 0.0311396 | val_loss: 0.031145 | Time: 2507.78 ms [2022-04-24 06:40:13 main:581] : INFO : Epoch 2006 | loss: 0.0311371 | val_loss: 0.0311435 | Time: 2507.87 ms [2022-04-24 06:40:16 main:581] : INFO : Epoch 2007 | loss: 0.0311337 | val_loss: 0.031147 | Time: 2509.15 ms [2022-04-24 06:40:18 main:581] : INFO : Epoch 2008 | loss: 0.0311334 | val_loss: 0.0311456 | Time: 2513.37 ms [2022-04-24 06:40:21 main:581] : INFO : Epoch 2009 | loss: 0.0311324 | val_loss: 0.0311433 | Time: 2510.16 ms [2022-04-24 06:40:23 main:581] : INFO : Epoch 2010 | loss: 0.0311331 | val_loss: 0.0311414 | Time: 2509.96 ms [2022-04-24 06:40:26 main:581] : INFO : Epoch 2011 | loss: 0.0311329 | val_loss: 0.0311411 | Time: 2506.63 ms [2022-04-24 06:40:28 main:581] : INFO : Epoch 2012 | loss: 0.0311338 | val_loss: 0.0311428 | Time: 2511.81 ms [2022-04-24 06:40:31 main:581] : INFO : Epoch 2013 | loss: 0.0311328 | val_loss: 0.0311446 | Time: 2508.32 ms [2022-04-24 06:40:33 main:581] : INFO : Epoch 2014 | loss: 0.0311389 | val_loss: 0.0311533 | Time: 2507.19 ms [2022-04-24 06:40:36 main:581] : INFO : Epoch 2015 | loss: 0.0311447 | val_loss: 0.0311508 | Time: 2508.36 ms [2022-04-24 06:40:38 main:581] : INFO : Epoch 2016 | loss: 0.0311423 | val_loss: 0.0311481 | Time: 2512.63 ms [2022-04-24 06:40:41 main:581] : INFO : Epoch 2017 | loss: 0.0311408 | val_loss: 0.0311511 | Time: 2509.43 ms [2022-04-24 06:40:43 main:581] : INFO : Epoch 2018 | loss: 0.0311402 | val_loss: 0.0311485 | Time: 2511.15 ms [2022-04-24 06:40:46 main:581] : INFO : Epoch 2019 | loss: 0.0311393 | val_loss: 0.0311475 | Time: 2507.13 ms [2022-04-24 06:40:48 main:581] : INFO : Epoch 2020 | loss: 0.0311416 | val_loss: 0.0311485 | Time: 2510.4 ms [2022-04-24 06:40:51 main:581] : INFO : Epoch 2021 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 2512.33 ms [2022-04-24 06:40:53 main:581] : INFO : Epoch 2022 | loss: 0.03116 | val_loss: 0.0311694 | Time: 2505.2 ms [2022-04-24 06:40:56 main:581] : INFO : Epoch 2023 | loss: 0.0311682 | val_loss: 0.0311685 | Time: 2508.63 ms [2022-04-24 06:40:58 main:581] : INFO : Epoch 2024 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 2514.15 ms [2022-04-24 06:41:01 main:581] : INFO : Epoch 2025 | loss: 0.0311652 | val_loss: 0.0311656 | Time: 2508.61 ms [2022-04-24 06:41:03 main:581] : INFO : Epoch 2026 | loss: 0.031161 | val_loss: 0.0311562 | Time: 2506.49 ms [2022-04-24 06:41:06 main:581] : INFO : Epoch 2027 | loss: 0.0311599 | val_loss: 0.0311555 | Time: 2503.77 ms [2022-04-24 06:41:08 main:581] : INFO : Epoch 2028 | loss: 0.0311559 | val_loss: 0.0311547 | Time: 2509.04 ms [2022-04-24 06:41:11 main:581] : INFO : Epoch 2029 | loss: 0.0311541 | val_loss: 0.0311535 | Time: 2511.06 ms [2022-04-24 06:41:13 main:581] : INFO : Epoch 2030 | loss: 0.0311521 | val_loss: 0.0311515 | Time: 2510.43 ms [2022-04-24 06:41:16 main:581] : INFO : Epoch 2031 | loss: 0.0311521 | val_loss: 0.0311541 | Time: 2507.18 ms [2022-04-24 06:41:18 main:581] : INFO : Epoch 2032 | loss: 0.0311529 | val_loss: 0.0311521 | Time: 2503.67 ms [2022-04-24 06:41:21 main:581] : INFO : Epoch 2033 | loss: 0.0311502 | val_loss: 0.0311523 | Time: 2517.76 ms [2022-04-24 06:41:23 main:581] : INFO : Epoch 2034 | loss: 0.0311492 | val_loss: 0.0311533 | Time: 2506.18 ms [2022-04-24 06:41:26 main:581] : INFO : Epoch 2035 | loss: 0.0311495 | val_loss: 0.0311525 | Time: 2508.32 ms [2022-04-24 06:41:28 main:581] : INFO : Epoch 2036 | loss: 0.0311487 | val_loss: 0.0311513 | Time: 2507.25 ms [2022-04-24 06:41:31 main:581] : INFO : Epoch 2037 | loss: 0.0311495 | val_loss: 0.0311523 | Time: 2511.04 ms [2022-04-24 06:41:33 main:581] : INFO : Epoch 2038 | loss: 0.0311513 | val_loss: 0.0311533 | Time: 2507.1 ms [2022-04-24 06:41:36 main:581] : INFO : Epoch 2039 | loss: 0.0311478 | val_loss: 0.0311556 | Time: 2503.83 ms [2022-04-24 06:41:38 main:581] : INFO : Epoch 2040 | loss: 0.0311472 | val_loss: 0.031154 | Time: 2507.67 ms [2022-04-24 06:41:41 main:581] : INFO : Epoch 2041 | loss: 0.0311478 | val_loss: 0.0311543 | Time: 2504.65 ms [2022-04-24 06:41:43 main:581] : INFO : Epoch 2042 | loss: 0.0311492 | val_loss: 0.031155 | Time: 2506.53 ms [2022-04-24 06:41:46 main:581] : INFO : Epoch 2043 | loss: 0.0311491 | val_loss: 0.0311586 | Time: 2503.61 ms [2022-04-24 06:41:48 main:581] : INFO : Epoch 2044 | loss: 0.0311497 | val_loss: 0.0311526 | Time: 2506.04 ms [2022-04-24 06:41:51 main:581] : INFO : Epoch 2045 | loss: 0.0311496 | val_loss: 0.0311557 | Time: 2504.35 ms [2022-04-24 06:41:53 main:581] : INFO : Epoch 2046 | loss: 0.0311458 | val_loss: 0.0311533 | Time: 2508.91 ms [2022-04-24 06:41:56 main:581] : INFO : Epoch 2047 | loss: 0.0311462 | val_loss: 0.0311528 | Time: 2504.09 ms [2022-04-24 06:41:58 main:581] : INFO : Epoch 2048 | loss: 0.0311448 | val_loss: 0.0311513 | Time: 2513.33 ms [2022-04-24 06:41:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311513 [2022-04-24 06:41:58 main:610] : INFO : Saving end state to config to file [2022-04-24 06:41:58 main:615] : INFO : Success, exiting.. 06:41:58 (259823): 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)