Task 14627416
| Name | ParityModified-1647047423-21529-3-0_1 |
| Workunit | 11639368 |
| Created | 22 Apr 2022, 3:22:25 UTC |
| Sent | 22 Apr 2022, 3:23:05 UTC |
| Report deadline | 30 Apr 2022, 3:23:05 UTC |
| Received | 22 Apr 2022, 5:34:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 1 hours 58 min 55 sec |
| CPU time | 1 hours 58 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,054.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.89 GB |
| Peak swap size | 4.79 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0310307 | val_loss: 0.0311522 | Time: 2565.51 ms [2022-04-21 22:12:03 main:574] : INFO : Epoch 1543 | loss: 0.0310332 | val_loss: 0.0311503 | Time: 2565.66 ms [2022-04-21 22:12:05 main:574] : INFO : Epoch 1544 | loss: 0.0310327 | val_loss: 0.0311662 | Time: 2578.19 ms [2022-04-21 22:12:08 main:574] : INFO : Epoch 1545 | loss: 0.0310313 | val_loss: 0.0311488 | Time: 2578.62 ms [2022-04-21 22:12:11 main:574] : INFO : Epoch 1546 | loss: 0.0310328 | val_loss: 0.0311538 | Time: 2574.28 ms [2022-04-21 22:12:13 main:574] : INFO : Epoch 1547 | loss: 0.0310333 | val_loss: 0.0311559 | Time: 2580.65 ms [2022-04-21 22:12:16 main:574] : INFO : Epoch 1548 | loss: 0.0310349 | val_loss: 0.0311555 | Time: 2595.37 ms [2022-04-21 22:12:18 main:574] : INFO : Epoch 1549 | loss: 0.0310407 | val_loss: 0.0311506 | Time: 2572.94 ms [2022-04-21 22:12:21 main:574] : INFO : Epoch 1550 | loss: 0.0310447 | val_loss: 0.031169 | Time: 2574.24 ms [2022-04-21 22:12:23 main:574] : INFO : Epoch 1551 | loss: 0.0310495 | val_loss: 0.0311407 | Time: 2578.78 ms [2022-04-21 22:12:26 main:574] : INFO : Epoch 1552 | loss: 0.0310402 | val_loss: 0.0311622 | Time: 2567.76 ms [2022-04-21 22:12:29 main:574] : INFO : Epoch 1553 | loss: 0.0310397 | val_loss: 0.0311615 | Time: 2552.94 ms [2022-04-21 22:12:31 main:574] : INFO : Epoch 1554 | loss: 0.0310341 | val_loss: 0.0311458 | Time: 2572.43 ms [2022-04-21 22:12:34 main:574] : INFO : Epoch 1555 | loss: 0.0310412 | val_loss: 0.0311408 | Time: 2573.65 ms [2022-04-21 22:12:36 main:574] : INFO : Epoch 1556 | loss: 0.0310391 | val_loss: 0.0311503 | Time: 2573.15 ms [2022-04-21 22:12:39 main:574] : INFO : Epoch 1557 | loss: 0.0310403 | val_loss: 0.0311405 | Time: 2594.37 ms [2022-04-21 22:12:42 main:574] : INFO : Epoch 1558 | loss: 0.0310412 | val_loss: 0.0311492 | Time: 2572.77 ms [2022-04-21 22:12:44 main:574] : INFO : Epoch 1559 | loss: 0.0310414 | val_loss: 0.0311378 | Time: 2585.36 ms [2022-04-21 22:12:47 main:574] : INFO : Epoch 1560 | loss: 0.0310361 | val_loss: 0.0311407 | Time: 2561.24 ms [2022-04-21 22:12:49 main:574] : INFO : Epoch 1561 | loss: 0.0310331 | val_loss: 0.0311453 | Time: 2567.53 ms [2022-04-21 22:12:52 main:574] : INFO : Epoch 1562 | loss: 0.0310354 | val_loss: 0.0311481 | Time: 2562.31 ms [2022-04-21 22:12:54 main:574] : INFO : Epoch 1563 | loss: 0.0310492 | val_loss: 0.0311621 | Time: 2566.88 ms [2022-04-21 22:12:57 main:574] : INFO : Epoch 1564 | loss: 0.0310485 | val_loss: 0.0311432 | Time: 2577.17 ms [2022-04-21 22:13:00 main:574] : INFO : Epoch 1565 | loss: 0.0310419 | val_loss: 0.0311444 | Time: 2609.93 ms [2022-04-21 22:13:02 main:574] : INFO : Epoch 1566 | loss: 0.0310435 | val_loss: 0.0311482 | Time: 2587.58 ms [2022-04-21 22:13:05 main:574] : INFO : Epoch 1567 | loss: 0.0310422 | val_loss: 0.0311538 | Time: 2571.47 ms [2022-04-21 22:13:07 main:574] : INFO : Epoch 1568 | loss: 0.0310388 | val_loss: 0.0311422 | Time: 2569.44 ms [2022-04-21 22:13:10 main:574] : INFO : Epoch 1569 | loss: 0.0310382 | val_loss: 0.0311455 | Time: 2567.41 ms [2022-04-21 22:13:12 main:574] : INFO : Epoch 1570 | loss: 0.031036 | val_loss: 0.0311456 | Time: 2568.8 ms [2022-04-21 22:13:15 main:574] : INFO : Epoch 1571 | loss: 0.0310323 | val_loss: 0.0311477 | Time: 2577 ms [2022-04-21 22:13:18 main:574] : INFO : Epoch 1572 | loss: 0.0310336 | val_loss: 0.0311686 | Time: 2579.3 ms [2022-04-21 22:13:20 main:574] : INFO : Epoch 1573 | loss: 0.0310328 | val_loss: 0.0311458 | Time: 2570.88 ms [2022-04-21 22:13:23 main:574] : INFO : Epoch 1574 | loss: 0.0310323 | val_loss: 0.0311392 | Time: 2593.19 ms [2022-04-21 22:13:25 main:574] : INFO : Epoch 1575 | loss: 0.0310363 | val_loss: 0.0311492 | Time: 2579.9 ms [2022-04-21 22:13:28 main:574] : INFO : Epoch 1576 | loss: 0.0310378 | val_loss: 0.0311486 | Time: 2565.52 ms [2022-04-21 22:13:30 main:574] : INFO : Epoch 1577 | loss: 0.0310527 | val_loss: 0.0311433 | Time: 2559.12 ms [2022-04-21 22:13:33 main:574] : INFO : Epoch 1578 | loss: 0.0310511 | val_loss: 0.0311481 | Time: 2569.89 ms [2022-04-21 22:13:36 main:574] : INFO : Epoch 1579 | loss: 0.0310487 | val_loss: 0.0311367 | Time: 2580.92 ms [2022-04-21 22:13:38 main:574] : INFO : Epoch 1580 | loss: 0.0310473 | val_loss: 0.0311615 | Time: 2565.8 ms [2022-04-21 22:13:41 main:574] : INFO : Epoch 1581 | loss: 0.0310433 | val_loss: 0.0311577 | Time: 2578.97 ms [2022-04-21 22:13:43 main:574] : INFO : Epoch 1582 | loss: 0.0310456 | val_loss: 0.0311488 | Time: 2621.9 ms [2022-04-21 22:13:46 main:574] : INFO : Epoch 1583 | loss: 0.0310428 | val_loss: 0.0311609 | Time: 2590.25 ms [2022-04-21 22:13:49 main:574] : INFO : Epoch 1584 | loss: 0.0310377 | val_loss: 0.0311439 | Time: 2566.35 ms [2022-04-21 22:13:51 main:574] : INFO : Epoch 1585 | loss: 0.0310336 | val_loss: 0.0311542 | Time: 2583.2 ms [2022-04-21 22:13:54 main:574] : INFO : Epoch 1586 | loss: 0.0310312 | val_loss: 0.0311469 | Time: 2571.72 ms [2022-04-21 22:13:56 main:574] : INFO : Epoch 1587 | loss: 0.0310328 | val_loss: 0.0311408 | Time: 2585.47 ms [2022-04-21 22:13:59 main:574] : INFO : Epoch 1588 | loss: 0.0310339 | val_loss: 0.0311472 | Time: 2563.57 ms [2022-04-21 22:14:01 main:574] : INFO : Epoch 1589 | loss: 0.0310572 | val_loss: 0.0311435 | Time: 2565.53 ms [2022-04-21 22:14:04 main:574] : INFO : Epoch 1590 | loss: 0.0310584 | val_loss: 0.031151 | Time: 2589.19 ms [2022-04-21 22:14:07 main:574] : INFO : Epoch 1591 | loss: 0.0310575 | val_loss: 0.0311415 | Time: 2570.05 ms [2022-04-21 22:14:09 main:574] : INFO : Epoch 1592 | loss: 0.0310626 | val_loss: 0.0311472 | Time: 2569.47 ms [2022-04-21 22:14:12 main:574] : INFO : Epoch 1593 | loss: 0.0310548 | val_loss: 0.0311364 | Time: 2567.66 ms [2022-04-21 22:14:14 main:574] : INFO : Epoch 1594 | loss: 0.031045 | val_loss: 0.031141 | Time: 2573.44 ms [2022-04-21 22:14:17 main:574] : INFO : Epoch 1595 | loss: 0.0310422 | val_loss: 0.0311477 | Time: 2590.7 ms [2022-04-21 22:14:20 main:574] : INFO : Epoch 1596 | loss: 0.0310454 | val_loss: 0.0311501 | Time: 2582.09 ms [2022-04-21 22:14:22 main:574] : INFO : Epoch 1597 | loss: 0.0310432 | val_loss: 0.0311534 | Time: 2596.95 ms [2022-04-21 22:14:25 main:574] : INFO : Epoch 1598 | loss: 0.0310398 | val_loss: 0.0311472 | Time: 2603.74 ms [2022-04-21 22:14:27 main:574] : INFO : Epoch 1599 | loss: 0.0310363 | val_loss: 0.0311501 | Time: 2598.34 ms [2022-04-21 22:14:30 main:574] : INFO : Epoch 1600 | loss: 0.0310367 | val_loss: 0.0311461 | Time: 2583.37 ms [2022-04-21 22:14:32 main:574] : INFO : Epoch 1601 | loss: 0.0310338 | val_loss: 0.0311612 | Time: 2561.74 ms [2022-04-21 22:14:35 main:574] : INFO : Epoch 1602 | loss: 0.0310376 | val_loss: 0.0311471 | Time: 2561.51 ms [2022-04-21 22:14:38 main:574] : INFO : Epoch 1603 | loss: 0.0310331 | val_loss: 0.0311566 | Time: 2582.27 ms [2022-04-21 22:14:40 main:574] : INFO : Epoch 1604 | loss: 0.0310301 | val_loss: 0.0311495 | Time: 2571.94 ms [2022-04-21 22:14:43 main:574] : INFO : Epoch 1605 | loss: 0.0310317 | val_loss: 0.0311496 | Time: 2557.98 ms [2022-04-21 22:14:45 main:574] : INFO : Epoch 1606 | loss: 0.0310312 | val_loss: 0.0311553 | Time: 2571.03 ms [2022-04-21 22:14:48 main:574] : INFO : Epoch 1607 | loss: 0.0310337 | val_loss: 0.0311545 | Time: 2584.78 ms [2022-04-21 22:14:51 main:574] : INFO : Epoch 1608 | loss: 0.0310413 | val_loss: 0.031139 | Time: 2581.82 ms [2022-04-21 22:14:53 main:574] : INFO : Epoch 1609 | loss: 0.0310679 | val_loss: 0.0311337 | Time: 2571.05 ms [2022-04-21 22:14:56 main:574] : INFO : Epoch 1610 | loss: 0.0310724 | val_loss: 0.0311362 | Time: 2572.61 ms [2022-04-21 22:14:58 main:574] : INFO : Epoch 1611 | loss: 0.0310693 | val_loss: 0.0311337 | Time: 2582.57 ms [2022-04-21 22:15:01 main:574] : INFO : Epoch 1612 | loss: 0.0310658 | val_loss: 0.0311478 | Time: 2569.19 ms [2022-04-21 22:15:03 main:574] : INFO : Epoch 1613 | loss: 0.0310585 | val_loss: 0.0311521 | Time: 2571.58 ms [2022-04-21 22:15:06 main:574] : INFO : Epoch 1614 | loss: 0.0310597 | val_loss: 0.0311284 | Time: 2615.43 ms [2022-04-21 22:15:09 main:574] : INFO : Epoch 1615 | loss: 0.031045 | val_loss: 0.0311436 | Time: 2579 ms [2022-04-21 22:15:11 main:574] : INFO : Epoch 1616 | loss: 0.0310385 | val_loss: 0.031162 | Time: 2560.98 ms [2022-04-21 22:15:14 main:574] : INFO : Epoch 1617 | loss: 0.0310389 | val_loss: 0.0311452 | Time: 2564.09 ms [2022-04-21 22:15:16 main:574] : INFO : Epoch 1618 | loss: 0.0310488 | val_loss: 0.031152 | Time: 2557.28 ms [2022-04-21 22:15:19 main:574] : INFO : Epoch 1619 | loss: 0.0310492 | val_loss: 0.0311296 | Time: 2579.75 ms [2022-04-21 22:15:21 main:574] : INFO : Epoch 1620 | loss: 0.0310498 | val_loss: 0.0311391 | Time: 2561.1 ms [2022-04-21 22:15:24 main:574] : INFO : Epoch 1621 | loss: 0.0310413 | val_loss: 0.0311587 | Time: 2573.21 ms [2022-04-21 22:15:27 main:574] : INFO : Epoch 1622 | loss: 0.0310383 | val_loss: 0.0311399 | Time: 2566.22 ms [2022-04-21 22:15:29 main:574] : INFO : Epoch 1623 | loss: 0.0310389 | val_loss: 0.0311494 | Time: 2584.51 ms [2022-04-21 22:15:32 main:574] : INFO : Epoch 1624 | loss: 0.0310357 | val_loss: 0.0311537 | Time: 2570.03 ms [2022-04-21 22:15:34 main:574] : INFO : Epoch 1625 | loss: 0.0310303 | val_loss: 0.0311556 | Time: 2570.85 ms [2022-04-21 22:15:37 main:574] : INFO : Epoch 1626 | loss: 0.0310388 | val_loss: 0.0311475 | Time: 2562.71 ms [2022-04-21 22:15:39 main:574] : INFO : Epoch 1627 | loss: 0.0310462 | val_loss: 0.0311391 | Time: 2573.89 ms [2022-04-21 22:15:42 main:574] : INFO : Epoch 1628 | loss: 0.031042 | val_loss: 0.0311589 | Time: 2580.13 ms [2022-04-21 22:15:45 main:574] : INFO : Epoch 1629 | loss: 0.0310349 | val_loss: 0.0311656 | Time: 2565.47 ms [2022-04-21 22:15:47 main:574] : INFO : Epoch 1630 | loss: 0.0310302 | val_loss: 0.0311571 | Time: 2587.72 ms [2022-04-21 22:15:50 main:574] : INFO : Epoch 1631 | loss: 0.0310327 | val_loss: 0.0311544 | Time: 2588.54 ms [2022-04-21 22:15:52 main:574] : INFO : Epoch 1632 | loss: 0.0310324 | val_loss: 0.0311538 | Time: 2568.68 ms [2022-04-21 22:15:55 main:574] : INFO : Epoch 1633 | loss: 0.0310342 | val_loss: 0.0311518 | Time: 2570.11 ms [2022-04-21 22:15:57 main:574] : INFO : Epoch 1634 | loss: 0.0310399 | val_loss: 0.031163 | Time: 2571.65 ms [2022-04-21 22:16:00 main:574] : INFO : Epoch 1635 | loss: 0.0310417 | val_loss: 0.0311504 | Time: 2581.11 ms [2022-04-21 22:16:03 main:574] : INFO : Epoch 1636 | loss: 0.0310482 | val_loss: 0.0311427 | Time: 2568.05 ms [2022-04-21 22:16:05 main:574] : INFO : Epoch 1637 | loss: 0.0310761 | val_loss: 0.0311549 | Time: 2557.01 ms [2022-04-21 22:16:08 main:574] : INFO : Epoch 1638 | loss: 0.0311181 | val_loss: 0.0311328 | Time: 2571.15 ms [2022-04-21 22:16:10 main:574] : INFO : Epoch 1639 | loss: 0.0311064 | val_loss: 0.0311275 | Time: 2619.32 ms [2022-04-21 22:16:13 main:574] : INFO : Epoch 1640 | loss: 0.0310923 | val_loss: 0.0311247 | Time: 2568.56 ms [2022-04-21 22:16:16 main:574] : INFO : Epoch 1641 | loss: 0.0310841 | val_loss: 0.0311182 | Time: 2569.22 ms [2022-04-21 22:16:18 main:574] : INFO : Epoch 1642 | loss: 0.0310764 | val_loss: 0.0311246 | Time: 2565.63 ms [2022-04-21 22:16:21 main:574] : INFO : Epoch 1643 | loss: 0.031073 | val_loss: 0.0311259 | Time: 2574.79 ms [2022-04-21 22:16:23 main:574] : INFO : Epoch 1644 | loss: 0.0310678 | val_loss: 0.0311228 | Time: 2570.27 ms [2022-04-21 22:16:26 main:574] : INFO : Epoch 1645 | loss: 0.0310648 | val_loss: 0.0311309 | Time: 2571.61 ms [2022-04-21 22:16:28 main:574] : INFO : Epoch 1646 | loss: 0.0310633 | val_loss: 0.0311362 | Time: 2575.63 ms [2022-04-21 22:16:31 main:574] : INFO : Epoch 1647 | loss: 0.0310619 | val_loss: 0.0311268 | Time: 2616.17 ms [2022-04-21 22:16:34 main:574] : INFO : Epoch 1648 | loss: 0.0310691 | val_loss: 0.0311377 | Time: 2559.5 ms [2022-04-21 22:16:36 main:574] : INFO : Epoch 1649 | loss: 0.0310581 | val_loss: 0.03113 | Time: 2562.86 ms [2022-04-21 22:16:39 main:574] : INFO : Epoch 1650 | loss: 0.0310534 | val_loss: 0.0311444 | Time: 2560.19 ms [2022-04-21 22:16:41 main:574] : INFO : Epoch 1651 | loss: 0.0310551 | val_loss: 0.0311371 | Time: 2562.69 ms [2022-04-21 22:16:44 main:574] : INFO : Epoch 1652 | loss: 0.0310513 | val_loss: 0.0311386 | Time: 2567 ms [2022-04-21 22:16:46 main:574] : INFO : Epoch 1653 | loss: 0.0310519 | val_loss: 0.0311341 | Time: 2563.87 ms [2022-04-21 22:16:49 main:574] : INFO : Epoch 1654 | loss: 0.0310487 | val_loss: 0.031144 | Time: 2578.65 ms [2022-04-21 22:16:52 main:574] : INFO : Epoch 1655 | loss: 0.0310466 | val_loss: 0.0311304 | Time: 2605.47 ms [2022-04-21 22:16:54 main:574] : INFO : Epoch 1656 | loss: 0.0310505 | val_loss: 0.0311302 | Time: 2564.12 ms [2022-04-21 22:16:57 main:574] : INFO : Epoch 1657 | loss: 0.0310479 | val_loss: 0.0311444 | Time: 2560.18 ms [2022-04-21 22:16:59 main:574] : INFO : Epoch 1658 | loss: 0.0310474 | val_loss: 0.0311351 | Time: 2573.31 ms [2022-04-21 22:17:02 main:574] : INFO : Epoch 1659 | loss: 0.0310447 | val_loss: 0.0311383 | Time: 2573 ms [2022-04-21 22:17:04 main:574] : INFO : Epoch 1660 | loss: 0.0310559 | val_loss: 0.0311391 | Time: 2577.15 ms [2022-04-21 22:17:07 main:574] : INFO : Epoch 1661 | loss: 0.0310485 | val_loss: 0.0311304 | Time: 2568.68 ms [2022-04-21 22:17:10 main:574] : INFO : Epoch 1662 | loss: 0.0310496 | val_loss: 0.0311567 | Time: 2569.88 ms [2022-04-21 22:17:12 main:574] : INFO : Epoch 1663 | loss: 0.031049 | val_loss: 0.0311464 | Time: 2583.68 ms [2022-04-21 22:17:15 main:574] : INFO : Epoch 1664 | loss: 0.0310492 | val_loss: 0.0311415 | Time: 2589.19 ms [2022-04-21 22:17:17 main:574] : INFO : Epoch 1665 | loss: 0.031046 | val_loss: 0.0311439 | Time: 2561.43 ms [2022-04-21 22:17:20 main:574] : INFO : Epoch 1666 | loss: 0.0310444 | val_loss: 0.0311423 | Time: 2568.1 ms [2022-04-21 22:17:22 main:574] : INFO : Epoch 1667 | loss: 0.0310402 | val_loss: 0.0311542 | Time: 2579.63 ms [2022-04-21 22:17:25 main:574] : INFO : Epoch 1668 | loss: 0.03106 | val_loss: 0.0311432 | Time: 2566.37 ms [2022-04-21 22:17:28 main:574] : INFO : Epoch 1669 | loss: 0.0310662 | val_loss: 0.0311385 | Time: 2577.8 ms [2022-04-21 22:17:30 main:574] : INFO : Epoch 1670 | loss: 0.0310571 | val_loss: 0.0311338 | Time: 2561.75 ms [2022-04-21 22:17:33 main:574] : INFO : Epoch 1671 | loss: 0.031045 | val_loss: 0.0311367 | Time: 2579.89 ms [2022-04-21 22:17:35 main:574] : INFO : Epoch 1672 | loss: 0.0310406 | val_loss: 0.0311322 | Time: 2616.32 ms [2022-04-21 22:17:38 main:574] : INFO : Epoch 1673 | loss: 0.0310541 | val_loss: 0.0311306 | Time: 2580.1 ms [2022-04-21 22:17:41 main:574] : INFO : Epoch 1674 | loss: 0.0310594 | val_loss: 0.0311307 | Time: 2573.52 ms [2022-04-21 22:17:43 main:574] : INFO : Epoch 1675 | loss: 0.0310505 | val_loss: 0.0311418 | Time: 2589.44 ms [2022-04-21 22:17:46 main:574] : INFO : Epoch 1676 | loss: 0.0310469 | val_loss: 0.0311474 | Time: 2565.53 ms [2022-04-21 22:17:48 main:574] : INFO : Epoch 1677 | loss: 0.0310421 | val_loss: 0.0311395 | Time: 2567.52 ms [2022-04-21 22:17:51 main:574] : INFO : Epoch 1678 | loss: 0.0310387 | val_loss: 0.0311445 | Time: 2590.36 ms [2022-04-21 22:17:53 main:574] : INFO : Epoch 1679 | loss: 0.0310376 | val_loss: 0.0311493 | Time: 2565.4 ms [2022-04-21 22:17:56 main:574] : INFO : Epoch 1680 | loss: 0.0310347 | val_loss: 0.0311344 | Time: 2566.51 ms [2022-04-21 22:17:59 main:574] : INFO : Epoch 1681 | loss: 0.031038 | val_loss: 0.0311359 | Time: 2566.5 ms [2022-04-21 22:18:01 main:574] : INFO : Epoch 1682 | loss: 0.0310392 | val_loss: 0.0311407 | Time: 2558.33 ms [2022-04-21 22:18:04 main:574] : INFO : Epoch 1683 | loss: 0.0310404 | val_loss: 0.0311439 | Time: 2582.06 ms [2022-04-21 22:18:06 main:574] : INFO : Epoch 1684 | loss: 0.0310383 | val_loss: 0.0311397 | Time: 2564.15 ms [2022-04-21 22:18:09 main:574] : INFO : Epoch 1685 | loss: 0.0310363 | val_loss: 0.0311467 | Time: 2563.43 ms [2022-04-21 22:18:11 main:574] : INFO : Epoch 1686 | loss: 0.031039 | val_loss: 0.0311502 | Time: 2560.66 ms [2022-04-21 22:18:14 main:574] : INFO : Epoch 1687 | loss: 0.0310421 | val_loss: 0.0311402 | Time: 2578.12 ms [2022-04-21 22:18:17 main:574] : INFO : Epoch 1688 | loss: 0.0310431 | val_loss: 0.031139 | Time: 2600.05 ms [2022-04-21 22:18:19 main:574] : INFO : Epoch 1689 | loss: 0.0310355 | val_loss: 0.0311421 | Time: 2565.41 ms [2022-04-21 22:18:22 main:574] : INFO : Epoch 1690 | loss: 0.0310339 | val_loss: 0.0311569 | Time: 2553.35 ms [2022-04-21 22:18:24 main:574] : INFO : Epoch 1691 | loss: 0.0310489 | val_loss: 0.0311378 | Time: 2565.37 ms [2022-04-21 22:18:27 main:574] : INFO : Epoch 1692 | loss: 0.0310497 | val_loss: 0.0311466 | Time: 2567.51 ms [2022-04-21 22:18:29 main:574] : INFO : Epoch 1693 | loss: 0.031049 | val_loss: 0.0311437 | Time: 2554.02 ms [2022-04-21 22:18:32 main:574] : INFO : Epoch 1694 | loss: 0.0310438 | val_loss: 0.0311483 | Time: 2563.73 ms [2022-04-21 22:18:35 main:574] : INFO : Epoch 1695 | loss: 0.0310396 | val_loss: 0.031141 | Time: 2574.02 ms [2022-04-21 22:18:37 main:574] : INFO : Epoch 1696 | loss: 0.0310369 | val_loss: 0.0311628 | Time: 2564.63 ms [2022-04-21 22:18:40 main:574] : INFO : Epoch 1697 | loss: 0.0310357 | val_loss: 0.0311537 | Time: 2567.58 ms [2022-04-21 22:18:42 main:574] : INFO : Epoch 1698 | loss: 0.0310347 | val_loss: 0.0311438 | Time: 2562.33 ms [2022-04-21 22:18:45 main:574] : INFO : Epoch 1699 | loss: 0.031031 | val_loss: 0.031138 | Time: 2579.94 ms [2022-04-21 22:18:47 main:574] : INFO : Epoch 1700 | loss: 0.0310325 | val_loss: 0.0311456 | Time: 2563.63 ms [2022-04-21 22:18:50 main:574] : INFO : Epoch 1701 | loss: 0.031031 | val_loss: 0.0311576 | Time: 2561.47 ms [2022-04-21 22:18:53 main:574] : INFO : Epoch 1702 | loss: 0.0310326 | val_loss: 0.0311579 | Time: 2561.25 ms [2022-04-21 22:18:55 main:574] : INFO : Epoch 1703 | loss: 0.0310354 | val_loss: 0.0311505 | Time: 2570.57 ms [2022-04-21 22:18:58 main:574] : INFO : Epoch 1704 | loss: 0.0310306 | val_loss: 0.0311466 | Time: 2569.83 ms [2022-04-21 22:19:00 main:574] : INFO : Epoch 1705 | loss: 0.0310364 | val_loss: 0.0311654 | Time: 2584.78 ms [2022-04-21 22:19:03 main:574] : INFO : Epoch 1706 | loss: 0.0310388 | val_loss: 0.03115 | Time: 2582.54 ms [2022-04-21 22:19:05 main:574] : INFO : Epoch 1707 | loss: 0.0310389 | val_loss: 0.0311397 | Time: 2571.86 ms [2022-04-21 22:19:08 main:574] : INFO : Epoch 1708 | loss: 0.031037 | val_loss: 0.0311557 | Time: 2567.42 ms [2022-04-21 22:19:11 main:574] : INFO : Epoch 1709 | loss: 0.0310294 | val_loss: 0.0311591 | Time: 2569.22 ms [2022-04-21 22:19:13 main:574] : INFO : Epoch 1710 | loss: 0.0310283 | val_loss: 0.0311511 | Time: 2566.27 ms [2022-04-21 22:19:16 main:574] : INFO : Epoch 1711 | loss: 0.0310287 | val_loss: 0.0311679 | Time: 2579.43 ms [2022-04-21 22:19:18 main:574] : INFO : Epoch 1712 | loss: 0.0310289 | val_loss: 0.0311652 | Time: 2557.05 ms [2022-04-21 22:19:21 main:574] : INFO : Epoch 1713 | loss: 0.0310313 | val_loss: 0.0311479 | Time: 2599.23 ms [2022-04-21 22:19:24 main:574] : INFO : Epoch 1714 | loss: 0.0310374 | val_loss: 0.0311439 | Time: 2589.82 ms [2022-04-21 22:19:26 main:574] : INFO : Epoch 1715 | loss: 0.0310336 | val_loss: 0.0311487 | Time: 2578.54 ms [2022-04-21 22:19:29 main:574] : INFO : Epoch 1716 | loss: 0.0310295 | val_loss: 0.0311512 | Time: 2568.37 ms [2022-04-21 22:19:31 main:574] : INFO : Epoch 1717 | loss: 0.0310353 | val_loss: 0.0311367 | Time: 2562.08 ms [2022-04-21 22:19:34 main:574] : INFO : Epoch 1718 | loss: 0.0310397 | val_loss: 0.031135 | Time: 2575.14 ms [2022-04-21 22:19:36 main:574] : INFO : Epoch 1719 | loss: 0.0310371 | val_loss: 0.0311427 | Time: 2584.24 ms [2022-04-21 22:19:39 main:574] : INFO : Epoch 1720 | loss: 0.0310439 | val_loss: 0.0311503 | Time: 2584.6 ms [2022-04-21 22:19:42 main:574] : INFO : Epoch 1721 | loss: 0.0310418 | val_loss: 0.0311555 | Time: 2579 ms [2022-04-21 22:19:44 main:574] : INFO : Epoch 1722 | loss: 0.0310417 | val_loss: 0.0311587 | Time: 2594.85 ms [2022-04-21 22:19:47 main:574] : INFO : Epoch 1723 | loss: 0.0310483 | val_loss: 0.031148 | Time: 2586.6 ms [2022-04-21 22:19:49 main:574] : INFO : Epoch 1724 | loss: 0.0310433 | val_loss: 0.0311516 | Time: 2569.74 ms [2022-04-21 22:19:52 main:574] : INFO : Epoch 1725 | loss: 0.0310311 | val_loss: 0.0311677 | Time: 2575.87 ms [2022-04-21 22:19:54 main:574] : INFO : Epoch 1726 | loss: 0.0310327 | val_loss: 0.0311405 | Time: 2563.73 ms [2022-04-21 22:19:57 main:574] : INFO : Epoch 1727 | loss: 0.0310557 | val_loss: 0.0311376 | Time: 2578.19 ms [2022-04-21 22:20:00 main:574] : INFO : Epoch 1728 | loss: 0.0310506 | val_loss: 0.0311307 | Time: 2563.96 ms [2022-04-21 22:20:02 main:574] : INFO : Epoch 1729 | loss: 0.0310461 | val_loss: 0.0311419 | Time: 2642.08 ms [2022-04-21 22:20:05 main:574] : INFO : Epoch 1730 | loss: 0.031044 | val_loss: 0.0311443 | Time: 2582.15 ms [2022-04-21 22:20:07 main:574] : INFO : Epoch 1731 | loss: 0.0310435 | val_loss: 0.0311305 | Time: 2584.28 ms [2022-04-21 22:20:10 main:574] : INFO : Epoch 1732 | loss: 0.0310445 | val_loss: 0.0311415 | Time: 2580.13 ms [2022-04-21 22:20:13 main:574] : INFO : Epoch 1733 | loss: 0.0310577 | val_loss: 0.0311301 | Time: 2581.98 ms [2022-04-21 22:20:15 main:574] : INFO : Epoch 1734 | loss: 0.0310584 | val_loss: 0.0311416 | Time: 2580.07 ms [2022-04-21 22:20:18 main:574] : INFO : Epoch 1735 | loss: 0.0310533 | val_loss: 0.0311351 | Time: 2586.91 ms [2022-04-21 22:20:20 main:574] : INFO : Epoch 1736 | loss: 0.031053 | val_loss: 0.031127 | Time: 2573.34 ms [2022-04-21 22:20:23 main:574] : INFO : Epoch 1737 | loss: 0.0310531 | val_loss: 0.0311405 | Time: 2593.85 ms [2022-04-21 22:20:26 main:574] : INFO : Epoch 1738 | loss: 0.0310453 | val_loss: 0.0311335 | Time: 2588.14 ms [2022-04-21 22:20:28 main:574] : INFO : Epoch 1739 | loss: 0.0310479 | val_loss: 0.0311441 | Time: 2586.39 ms [2022-04-21 22:20:31 main:574] : INFO : Epoch 1740 | loss: 0.0310479 | val_loss: 0.0311455 | Time: 2564.62 ms [2022-04-21 22:20:33 main:574] : INFO : Epoch 1741 | loss: 0.0310458 | val_loss: 0.0311381 | Time: 2575.26 ms [2022-04-21 22:20:36 main:574] : INFO : Epoch 1742 | loss: 0.0310552 | val_loss: 0.0311445 | Time: 2569.92 ms [2022-04-21 22:20:38 main:574] : INFO : Epoch 1743 | loss: 0.0310406 | val_loss: 0.0311381 | Time: 2590.22 ms [2022-04-21 22:20:41 main:574] : INFO : Epoch 1744 | loss: 0.0310512 | val_loss: 0.0311481 | Time: 2577.74 ms [2022-04-21 22:20:44 main:574] : INFO : Epoch 1745 | loss: 0.0310476 | val_loss: 0.0311466 | Time: 2600.49 ms [2022-04-21 22:20:46 main:574] : INFO : Epoch 1746 | loss: 0.0310438 | val_loss: 0.0311399 | Time: 2595.3 ms [2022-04-21 22:20:49 main:574] : INFO : Epoch 1747 | loss: 0.0310394 | val_loss: 0.0311484 | Time: 2590.32 ms [2022-04-21 22:20:51 main:574] : INFO : Epoch 1748 | loss: 0.0310344 | val_loss: 0.031146 | Time: 2576.56 ms [2022-04-21 22:20:54 main:574] : INFO : Epoch 1749 | loss: 0.0310325 | val_loss: 0.0311562 | Time: 2578.23 ms [2022-04-21 22:20:57 main:574] : INFO : Epoch 1750 | loss: 0.0310343 | val_loss: 0.0311351 | Time: 2571.81 ms [2022-04-21 22:20:59 main:574] : INFO : Epoch 1751 | loss: 0.0310306 | val_loss: 0.0311447 | Time: 2585.26 ms [2022-04-21 22:21:02 main:574] : INFO : Epoch 1752 | loss: 0.0310326 | val_loss: 0.0311536 | Time: 2564.67 ms [2022-04-21 22:21:04 main:574] : INFO : Epoch 1753 | loss: 0.0310326 | val_loss: 0.0311666 | Time: 2577.03 ms [2022-04-21 22:21:07 main:574] : INFO : Epoch 1754 | loss: 0.031032 | val_loss: 0.0311505 | Time: 2566.56 ms [2022-04-21 22:21:09 main:574] : INFO : Epoch 1755 | loss: 0.0310354 | val_loss: 0.031153 | Time: 2597.56 ms [2022-04-21 22:21:12 main:574] : INFO : Epoch 1756 | loss: 0.0310357 | val_loss: 0.0311375 | Time: 2575.11 ms [2022-04-21 22:21:15 main:574] : INFO : Epoch 1757 | loss: 0.0310554 | val_loss: 0.0311455 | Time: 2576.55 ms [2022-04-21 22:21:17 main:574] : INFO : Epoch 1758 | loss: 0.0310592 | val_loss: 0.0311367 | Time: 2584.01 ms [2022-04-21 22:21:20 main:574] : INFO : Epoch 1759 | loss: 0.0310501 | val_loss: 0.0311475 | Time: 2585.47 ms [2022-04-21 22:21:22 main:574] : INFO : Epoch 1760 | loss: 0.0310427 | val_loss: 0.0311616 | Time: 2586.95 ms [2022-04-21 22:21:25 main:574] : INFO : Epoch 1761 | loss: 0.0310353 | val_loss: 0.0311534 | Time: 2591.04 ms [2022-04-21 22:21:28 main:574] : INFO : Epoch 1762 | loss: 0.031039 | val_loss: 0.0311424 | Time: 2592.08 ms [2022-04-21 22:21:30 main:574] : INFO : Epoch 1763 | loss: 0.0310383 | val_loss: 0.03114 | Time: 2584.05 ms [2022-04-21 22:21:33 main:574] : INFO : Epoch 1764 | loss: 0.0310407 | val_loss: 0.0311448 | Time: 2571.97 ms [2022-04-21 22:21:35 main:574] : INFO : Epoch 1765 | loss: 0.0310416 | val_loss: 0.031146 | Time: 2576.86 ms [2022-04-21 22:21:38 main:574] : INFO : Epoch 1766 | loss: 0.0310455 | val_loss: 0.0311508 | Time: 2572.52 ms [2022-04-21 22:21:40 main:574] : INFO : Epoch 1767 | loss: 0.0310478 | val_loss: 0.0311379 | Time: 2584.89 ms [2022-04-21 22:21:43 main:574] : INFO : Epoch 1768 | loss: 0.0310411 | val_loss: 0.031143 | Time: 2563.19 ms [2022-04-21 22:21:46 main:574] : INFO : Epoch 1769 | loss: 0.0310436 | val_loss: 0.0311333 | Time: 2581.51 ms [2022-04-21 22:21:48 main:574] : INFO : Epoch 1770 | loss: 0.0310451 | val_loss: 0.031139 | Time: 2595 ms [2022-04-21 22:21:51 main:574] : INFO : Epoch 1771 | loss: 0.0310424 | val_loss: 0.0311598 | Time: 2585.76 ms [2022-04-21 22:21:53 main:574] : INFO : Epoch 1772 | loss: 0.031036 | val_loss: 0.0311533 | Time: 2567.09 ms [2022-04-21 22:21:56 main:574] : INFO : Epoch 1773 | loss: 0.0310387 | val_loss: 0.0311475 | Time: 2574.36 ms [2022-04-21 22:21:59 main:574] : INFO : Epoch 1774 | loss: 0.0310353 | val_loss: 0.0311447 | Time: 2566.77 ms [2022-04-21 22:22:01 main:574] : INFO : Epoch 1775 | loss: 0.0310578 | val_loss: 0.0311353 | Time: 2577.49 ms [2022-04-21 22:22:04 main:574] : INFO : Epoch 1776 | loss: 0.0310707 | val_loss: 0.0311401 | Time: 2566.39 ms [2022-04-21 22:22:06 main:574] : INFO : Epoch 1777 | loss: 0.0310569 | val_loss: 0.0311401 | Time: 2581.79 ms [2022-04-21 22:22:09 main:574] : INFO : Epoch 1778 | loss: 0.0310547 | val_loss: 0.0311416 | Time: 2627.31 ms [2022-04-21 22:22:11 main:574] : INFO : Epoch 1779 | loss: 0.0310571 | val_loss: 0.0311393 | Time: 2576.52 ms [2022-04-21 22:22:14 main:574] : INFO : Epoch 1780 | loss: 0.0310552 | val_loss: 0.0311461 | Time: 2554.49 ms [2022-04-21 22:22:17 main:574] : INFO : Epoch 1781 | loss: 0.0310582 | val_loss: 0.0311421 | Time: 2558.67 ms [2022-04-21 22:22:19 main:574] : INFO : Epoch 1782 | loss: 0.0310543 | val_loss: 0.031141 | Time: 2562.88 ms [2022-04-21 22:22:22 main:574] : INFO : Epoch 1783 | loss: 0.0310481 | val_loss: 0.0311399 | Time: 2576.76 ms [2022-04-21 22:22:24 main:574] : INFO : Epoch 1784 | loss: 0.0310541 | val_loss: 0.0311538 | Time: 2571.93 ms [2022-04-21 22:22:27 main:574] : INFO : Epoch 1785 | loss: 0.0310614 | val_loss: 0.0311473 | Time: 2569.4 ms [2022-04-21 22:22:29 main:574] : INFO : Epoch 1786 | loss: 0.0310523 | val_loss: 0.031141 | Time: 2572.87 ms [2022-04-21 22:22:32 main:574] : INFO : Epoch 1787 | loss: 0.0310482 | val_loss: 0.0311331 | Time: 2598.99 ms [2022-04-21 22:22:35 main:574] : INFO : Epoch 1788 | loss: 0.0310394 | val_loss: 0.0311423 | Time: 2560.93 ms [2022-04-21 22:22:37 main:574] : INFO : Epoch 1789 | loss: 0.0310363 | val_loss: 0.0311559 | Time: 2567.44 ms [2022-04-21 22:22:40 main:574] : INFO : Epoch 1790 | loss: 0.0310362 | val_loss: 0.031147 | Time: 2564.64 ms [2022-04-21 22:22:42 main:574] : INFO : Epoch 1791 | loss: 0.0310403 | val_loss: 0.0311346 | Time: 2565.63 ms [2022-04-21 22:22:45 main:574] : INFO : Epoch 1792 | loss: 0.0310345 | val_loss: 0.0311498 | Time: 2570.03 ms [2022-04-21 22:22:47 main:574] : INFO : Epoch 1793 | loss: 0.0310344 | val_loss: 0.0311535 | Time: 2564.72 ms [2022-04-21 22:22:50 main:574] : INFO : Epoch 1794 | loss: 0.0310353 | val_loss: 0.0311398 | Time: 2578.12 ms [2022-04-21 22:22:53 main:574] : INFO : Epoch 1795 | loss: 0.0310476 | val_loss: 0.0311501 | Time: 2605.65 ms [2022-04-21 22:22:55 main:574] : INFO : Epoch 1796 | loss: 0.0310799 | val_loss: 0.0311405 | Time: 2574.38 ms [2022-04-21 22:22:58 main:574] : INFO : Epoch 1797 | loss: 0.0310746 | val_loss: 0.0311308 | Time: 2560.41 ms [2022-04-21 22:23:00 main:574] : INFO : Epoch 1798 | loss: 0.031055 | val_loss: 0.0311459 | Time: 2565.05 ms [2022-04-21 22:23:03 main:574] : INFO : Epoch 1799 | loss: 0.0310441 | val_loss: 0.0311501 | Time: 2571.5 ms [2022-04-21 22:23:06 main:574] : INFO : Epoch 1800 | loss: 0.0310392 | val_loss: 0.0311444 | Time: 2579.65 ms [2022-04-21 22:23:08 main:574] : INFO : Epoch 1801 | loss: 0.0310355 | val_loss: 0.0311417 | Time: 2562.61 ms [2022-04-21 22:23:11 main:574] : INFO : Epoch 1802 | loss: 0.0310354 | val_loss: 0.031149 | Time: 2607.17 ms [2022-04-21 22:23:13 main:574] : INFO : Epoch 1803 | loss: 0.0310335 | val_loss: 0.0311437 | Time: 2608.54 ms [2022-04-21 22:23:16 main:574] : INFO : Epoch 1804 | loss: 0.0310383 | val_loss: 0.0311344 | Time: 2582.79 ms [2022-04-21 22:23:18 main:574] : INFO : Epoch 1805 | loss: 0.031043 | val_loss: 0.0311528 | Time: 2564.85 ms [2022-04-21 22:23:21 main:574] : INFO : Epoch 1806 | loss: 0.0310592 | val_loss: 0.0311651 | Time: 2565.28 ms [2022-04-21 22:23:24 main:574] : INFO : Epoch 1807 | loss: 0.0310461 | val_loss: 0.0311521 | Time: 2579.01 ms [2022-04-21 22:23:26 main:574] : INFO : Epoch 1808 | loss: 0.0310377 | val_loss: 0.0311425 | Time: 2570.4 ms [2022-04-21 22:23:29 main:574] : INFO : Epoch 1809 | loss: 0.0310531 | val_loss: 0.0311458 | Time: 2567.16 ms [2022-04-21 22:23:31 main:574] : INFO : Epoch 1810 | loss: 0.0310491 | val_loss: 0.0311422 | Time: 2566.94 ms [2022-04-21 22:23:34 main:574] : INFO : Epoch 1811 | loss: 0.0310413 | val_loss: 0.0311298 | Time: 2575.16 ms [2022-04-21 22:23:36 main:574] : INFO : Epoch 1812 | loss: 0.0310405 | val_loss: 0.0311432 | Time: 2557.01 ms [2022-04-21 22:23:39 main:574] : INFO : Epoch 1813 | loss: 0.0310375 | val_loss: 0.0311352 | Time: 2568.26 ms [2022-04-21 22:23:42 main:574] : INFO : Epoch 1814 | loss: 0.0310332 | val_loss: 0.0311384 | Time: 2558.48 ms [2022-04-21 22:23:44 main:574] : INFO : Epoch 1815 | loss: 0.031031 | val_loss: 0.0311399 | Time: 2572.95 ms [2022-04-21 22:23:47 main:574] : INFO : Epoch 1816 | loss: 0.0310298 | val_loss: 0.0311494 | Time: 2562.14 ms [2022-04-21 22:23:49 main:574] : INFO : Epoch 1817 | loss: 0.0310333 | val_loss: 0.031147 | Time: 2563.56 ms [2022-04-21 22:23:52 main:574] : INFO : Epoch 1818 | loss: 0.0310332 | val_loss: 0.0311543 | Time: 2579.38 ms [2022-04-21 22:23:54 main:574] : INFO : Epoch 1819 | loss: 0.0310317 | val_loss: 0.0311402 | Time: 2595.61 ms [2022-04-21 22:23:57 main:574] : INFO : Epoch 1820 | loss: 0.0310316 | val_loss: 0.0311666 | Time: 2575.05 ms [2022-04-21 22:24:00 main:574] : INFO : Epoch 1821 | loss: 0.031033 | val_loss: 0.0311398 | Time: 2572.76 ms [2022-04-21 22:24:02 main:574] : INFO : Epoch 1822 | loss: 0.0310305 | val_loss: 0.0311573 | Time: 2558.84 ms [2022-04-21 22:24:05 main:574] : INFO : Epoch 1823 | loss: 0.0310304 | val_loss: 0.0311403 | Time: 2576.43 ms [2022-04-21 22:24:07 main:574] : INFO : Epoch 1824 | loss: 0.0310282 | val_loss: 0.0311568 | Time: 2567.47 ms [2022-04-21 22:24:10 main:574] : INFO : Epoch 1825 | loss: 0.0310274 | val_loss: 0.0311478 | Time: 2565.59 ms [2022-04-21 22:24:12 main:574] : INFO : Epoch 1826 | loss: 0.0310326 | val_loss: 0.031143 | Time: 2560.89 ms [2022-04-21 22:24:15 main:574] : INFO : Epoch 1827 | loss: 0.0310476 | val_loss: 0.0311411 | Time: 2567.48 ms [2022-04-21 22:24:18 main:574] : INFO : Epoch 1828 | loss: 0.0310431 | val_loss: 0.0311311 | Time: 2568.16 ms [2022-04-21 22:24:20 main:574] : INFO : Epoch 1829 | loss: 0.0310386 | val_loss: 0.0311502 | Time: 2556.17 ms [2022-04-21 22:24:23 main:574] : INFO : Epoch 1830 | loss: 0.0310346 | val_loss: 0.0311573 | Time: 2565.97 ms [2022-04-21 22:24:25 main:574] : INFO : Epoch 1831 | loss: 0.0310318 | val_loss: 0.0311421 | Time: 2566.66 ms [2022-04-21 22:24:28 main:574] : INFO : Epoch 1832 | loss: 0.0310287 | val_loss: 0.0311494 | Time: 2568.71 ms [2022-04-21 22:24:30 main:574] : INFO : Epoch 1833 | loss: 0.0310325 | val_loss: 0.031163 | Time: 2564.77 ms [2022-04-21 22:24:33 main:574] : INFO : Epoch 1834 | loss: 0.0310295 | val_loss: 0.0311541 | Time: 2573.87 ms [2022-04-21 22:24:36 main:574] : INFO : Epoch 1835 | loss: 0.0310325 | val_loss: 0.0311397 | Time: 2600.94 ms [2022-04-21 22:24:38 main:574] : INFO : Epoch 1836 | loss: 0.0310299 | val_loss: 0.0311614 | Time: 2572.66 ms [2022-04-21 22:24:41 main:574] : INFO : Epoch 1837 | loss: 0.0310305 | val_loss: 0.0311403 | Time: 2564.14 ms [2022-04-21 22:24:43 main:574] : INFO : Epoch 1838 | loss: 0.0310447 | val_loss: 0.0311515 | Time: 2552.95 ms [2022-04-21 22:24:46 main:574] : INFO : Epoch 1839 | loss: 0.0310491 | val_loss: 0.0311497 | Time: 2574.63 ms [2022-04-21 22:24:48 main:574] : INFO : Epoch 1840 | loss: 0.0310447 | val_loss: 0.0311503 | Time: 2557.11 ms [2022-04-21 22:24:51 main:574] : INFO : Epoch 1841 | loss: 0.0310389 | val_loss: 0.0311508 | Time: 2565.63 ms [2022-04-21 22:24:54 main:574] : INFO : Epoch 1842 | loss: 0.0310391 | val_loss: 0.0311514 | Time: 2557.59 ms [2022-04-21 22:24:56 main:574] : INFO : Epoch 1843 | loss: 0.0310421 | val_loss: 0.0311495 | Time: 2571.99 ms [2022-04-21 22:24:59 main:574] : INFO : Epoch 1844 | loss: 0.0310357 | val_loss: 0.0311547 | Time: 2586.44 ms [2022-04-21 22:25:01 main:574] : INFO : Epoch 1845 | loss: 0.0310306 | val_loss: 0.0311416 | Time: 2569.35 ms [2022-04-21 22:25:04 main:574] : INFO : Epoch 1846 | loss: 0.0310291 | val_loss: 0.0311517 | Time: 2590.23 ms [2022-04-21 22:25:06 main:574] : INFO : Epoch 1847 | loss: 0.0310281 | val_loss: 0.0311489 | Time: 2576.42 ms [2022-04-21 22:25:09 main:574] : INFO : Epoch 1848 | loss: 0.0310317 | val_loss: 0.0311463 | Time: 2569.63 ms [2022-04-21 22:25:12 main:574] : INFO : Epoch 1849 | loss: 0.0310353 | val_loss: 0.0311743 | Time: 2564.85 ms [2022-04-21 22:25:14 main:574] : INFO : Epoch 1850 | loss: 0.0310358 | val_loss: 0.0311379 | Time: 2562.07 ms [2022-04-21 22:25:17 main:574] : INFO : Epoch 1851 | loss: 0.0310407 | val_loss: 0.0311546 | Time: 2568.56 ms [2022-04-21 22:25:19 main:574] : INFO : Epoch 1852 | loss: 0.0310373 | val_loss: 0.0311449 | Time: 2578.21 ms [2022-04-21 22:25:22 main:574] : INFO : Epoch 1853 | loss: 0.03104 | val_loss: 0.0311461 | Time: 2592.48 ms [2022-04-21 22:25:25 main:574] : INFO : Epoch 1854 | loss: 0.0310383 | val_loss: 0.0311397 | Time: 2563.97 ms [2022-04-21 22:25:27 main:574] : INFO : Epoch 1855 | loss: 0.031038 | val_loss: 0.0311519 | Time: 2572.61 ms [2022-04-21 22:25:30 main:574] : INFO : Epoch 1856 | loss: 0.0310455 | val_loss: 0.0311405 | Time: 2560.51 ms [2022-04-21 22:25:32 main:574] : INFO : Epoch 1857 | loss: 0.0310353 | val_loss: 0.0311542 | Time: 2555.77 ms [2022-04-21 22:25:35 main:574] : INFO : Epoch 1858 | loss: 0.0310327 | val_loss: 0.0311494 | Time: 2562.8 ms [2022-04-21 22:25:37 main:574] : INFO : Epoch 1859 | loss: 0.0310311 | val_loss: 0.031151 | Time: 2567.77 ms [2022-04-21 22:25:40 main:574] : INFO : Epoch 1860 | loss: 0.0310342 | val_loss: 0.0311643 | Time: 2574.76 ms [2022-04-21 22:25:43 main:574] : INFO : Epoch 1861 | loss: 0.0310344 | val_loss: 0.0311463 | Time: 2618.67 ms [2022-04-21 22:25:45 main:574] : INFO : Epoch 1862 | loss: 0.0310371 | val_loss: 0.0311603 | Time: 2574.73 ms [2022-04-21 22:25:48 main:574] : INFO : Epoch 1863 | loss: 0.0310439 | val_loss: 0.0311399 | Time: 2570.88 ms [2022-04-21 22:25:50 main:574] : INFO : Epoch 1864 | loss: 0.0310331 | val_loss: 0.0311421 | Time: 2563.19 ms [2022-04-21 22:25:53 main:574] : INFO : Epoch 1865 | loss: 0.0310287 | val_loss: 0.0311553 | Time: 2565.52 ms [2022-04-21 22:25:55 main:574] : INFO : Epoch 1866 | loss: 0.031024 | val_loss: 0.0311491 | Time: 2554.25 ms [2022-04-21 22:25:58 main:574] : INFO : Epoch 1867 | loss: 0.0310266 | val_loss: 0.0311436 | Time: 2574.56 ms [2022-04-21 22:26:01 main:574] : INFO : Epoch 1868 | loss: 0.0310263 | val_loss: 0.0311592 | Time: 2558.42 ms [2022-04-21 22:26:03 main:574] : INFO : Epoch 1869 | loss: 0.0310247 | val_loss: 0.0311573 | Time: 2585.74 ms [2022-04-21 22:26:06 main:574] : INFO : Epoch 1870 | loss: 0.0310356 | val_loss: 0.0311352 | Time: 2560.9 ms [2022-04-21 22:26:08 main:574] : INFO : Epoch 1871 | loss: 0.0310421 | val_loss: 0.0311767 | Time: 2576.03 ms [2022-04-21 22:26:11 main:574] : INFO : Epoch 1872 | loss: 0.0310363 | val_loss: 0.0311479 | Time: 2562.08 ms [2022-04-21 22:26:13 main:574] : INFO : Epoch 1873 | loss: 0.0310346 | val_loss: 0.0311562 | Time: 2564.66 ms [2022-04-21 22:26:16 main:574] : INFO : Epoch 1874 | loss: 0.0310325 | val_loss: 0.0311487 | Time: 2562.34 ms [2022-04-21 22:26:19 main:574] : INFO : Epoch 1875 | loss: 0.031037 | val_loss: 0.0311675 | Time: 2581.85 ms [2022-04-21 22:26:21 main:574] : INFO : Epoch 1876 | loss: 0.031036 | val_loss: 0.0311665 | Time: 2575.28 ms [2022-04-21 22:26:24 main:574] : INFO : Epoch 1877 | loss: 0.0310363 | val_loss: 0.0311334 | Time: 2609.05 ms [2022-04-21 22:26:26 main:574] : INFO : Epoch 1878 | loss: 0.0310444 | val_loss: 0.0311486 | Time: 2558.3 ms [2022-04-21 22:26:29 main:574] : INFO : Epoch 1879 | loss: 0.0310381 | val_loss: 0.0311447 | Time: 2571.54 ms [2022-04-21 22:26:31 main:574] : INFO : Epoch 1880 | loss: 0.0310495 | val_loss: 0.031145 | Time: 2561.05 ms [2022-04-21 22:26:34 main:574] : INFO : Epoch 1881 | loss: 0.0310443 | val_loss: 0.0311475 | Time: 2561.42 ms [2022-04-21 22:26:37 main:574] : INFO : Epoch 1882 | loss: 0.0310358 | val_loss: 0.0311479 | Time: 2565.61 ms [2022-04-21 22:26:39 main:574] : INFO : Epoch 1883 | loss: 0.0310429 | val_loss: 0.0311493 | Time: 2577.45 ms [2022-04-21 22:26:42 main:574] : INFO : Epoch 1884 | loss: 0.0310498 | val_loss: 0.0311467 | Time: 2565.91 ms [2022-04-21 22:26:44 main:574] : INFO : Epoch 1885 | loss: 0.0310565 | val_loss: 0.03113 | Time: 2560.22 ms [2022-04-21 22:26:47 main:574] : INFO : Epoch 1886 | loss: 0.0310609 | val_loss: 0.0311388 | Time: 2564.18 ms [2022-04-21 22:26:49 main:574] : INFO : Epoch 1887 | loss: 0.0310532 | val_loss: 0.031135 | Time: 2568.45 ms [2022-04-21 22:26:52 main:574] : INFO : Epoch 1888 | loss: 0.031041 | val_loss: 0.0311461 | Time: 2572.17 ms [2022-04-21 22:26:55 main:574] : INFO : Epoch 1889 | loss: 0.0310393 | val_loss: 0.0311472 | Time: 2564.11 ms [2022-04-21 22:26:57 main:574] : INFO : Epoch 1890 | loss: 0.0310384 | val_loss: 0.0311626 | Time: 2560.64 ms [2022-04-21 22:27:00 main:574] : INFO : Epoch 1891 | loss: 0.0310339 | val_loss: 0.0311491 | Time: 2576.16 ms [2022-04-21 22:27:02 main:574] : INFO : Epoch 1892 | loss: 0.031032 | val_loss: 0.0311609 | Time: 2550.29 ms [2022-04-21 22:27:05 main:574] : INFO : Epoch 1893 | loss: 0.0310294 | val_loss: 0.0311544 | Time: 2558.86 ms [2022-04-21 22:27:07 main:574] : INFO : Epoch 1894 | loss: 0.0310274 | val_loss: 0.0311547 | Time: 2607.84 ms [2022-04-21 22:27:10 main:574] : INFO : Epoch 1895 | loss: 0.0310277 | val_loss: 0.031144 | Time: 2573.29 ms [2022-04-21 22:27:13 main:574] : INFO : Epoch 1896 | loss: 0.0310377 | val_loss: 0.0311499 | Time: 2565.38 ms [2022-04-21 22:27:15 main:574] : INFO : Epoch 1897 | loss: 0.0310341 | val_loss: 0.0311567 | Time: 2571.72 ms [2022-04-21 22:27:18 main:574] : INFO : Epoch 1898 | loss: 0.0310375 | val_loss: 0.0311543 | Time: 2561.9 ms [2022-04-21 22:27:20 main:574] : INFO : Epoch 1899 | loss: 0.0310413 | val_loss: 0.0311495 | Time: 2579.15 ms [2022-04-21 22:27:23 main:574] : INFO : Epoch 1900 | loss: 0.0310416 | val_loss: 0.0311479 | Time: 2560.13 ms [2022-04-21 22:27:25 main:574] : INFO : Epoch 1901 | loss: 0.031038 | val_loss: 0.0311485 | Time: 2563.55 ms [2022-04-21 22:27:28 main:574] : INFO : Epoch 1902 | loss: 0.0310377 | val_loss: 0.0311502 | Time: 2567.07 ms [2022-04-21 22:27:31 main:574] : INFO : Epoch 1903 | loss: 0.0310421 | val_loss: 0.0311417 | Time: 2589.71 ms [2022-04-21 22:27:33 main:574] : INFO : Epoch 1904 | loss: 0.0310405 | val_loss: 0.0311326 | Time: 2568.75 ms [2022-04-21 22:27:36 main:574] : INFO : Epoch 1905 | loss: 0.0310366 | val_loss: 0.0311411 | Time: 2560.93 ms [2022-04-21 22:27:38 main:574] : INFO : Epoch 1906 | loss: 0.0310299 | val_loss: 0.0311638 | Time: 2561.75 ms [2022-04-21 22:27:41 main:574] : INFO : Epoch 1907 | loss: 0.0310318 | val_loss: 0.0311571 | Time: 2579.11 ms [2022-04-21 22:27:43 main:574] : INFO : Epoch 1908 | loss: 0.0310369 | val_loss: 0.0311384 | Time: 2568.32 ms [2022-04-21 22:27:46 main:574] : INFO : Epoch 1909 | loss: 0.0310355 | val_loss: 0.0311572 | Time: 2562.8 ms [2022-04-21 22:27:49 main:574] : INFO : Epoch 1910 | loss: 0.0310382 | val_loss: 0.0311395 | Time: 2604.86 ms [2022-04-21 22:27:51 main:574] : INFO : Epoch 1911 | loss: 0.0310322 | val_loss: 0.0311581 | Time: 2620.07 ms [2022-04-21 22:27:54 main:574] : INFO : Epoch 1912 | loss: 0.0310305 | val_loss: 0.031149 | Time: 2563.09 ms [2022-04-21 22:27:56 main:574] : INFO : Epoch 1913 | loss: 0.0310302 | val_loss: 0.0311389 | Time: 2568.6 ms [2022-04-21 22:27:59 main:574] : INFO : Epoch 1914 | loss: 0.0310355 | val_loss: 0.031164 | Time: 2562.38 ms [2022-04-21 22:28:01 main:574] : INFO : Epoch 1915 | loss: 0.0310306 | val_loss: 0.0311681 | Time: 2569.17 ms [2022-04-21 22:28:04 main:574] : INFO : Epoch 1916 | loss: 0.0310346 | val_loss: 0.0311406 | Time: 2561.23 ms [2022-04-21 22:28:07 main:574] : INFO : Epoch 1917 | loss: 0.0310338 | val_loss: 0.0311584 | Time: 2555.29 ms [2022-04-21 22:28:09 main:574] : INFO : Epoch 1918 | loss: 0.0310279 | val_loss: 0.0311603 | Time: 2605.69 ms [2022-04-21 22:28:12 main:574] : INFO : Epoch 1919 | loss: 0.0310304 | val_loss: 0.0311494 | Time: 2621.73 ms [2022-04-21 22:28:14 main:574] : INFO : Epoch 1920 | loss: 0.0310296 | val_loss: 0.0311454 | Time: 2563.25 ms [2022-04-21 22:28:17 main:574] : INFO : Epoch 1921 | loss: 0.0310315 | val_loss: 0.0311553 | Time: 2567.21 ms [2022-04-21 22:28:20 main:574] : INFO : Epoch 1922 | loss: 0.0310269 | val_loss: 0.031151 | Time: 2572.14 ms [2022-04-21 22:28:22 main:574] : INFO : Epoch 1923 | loss: 0.0310357 | val_loss: 0.0311373 | Time: 2574.49 ms [2022-04-21 22:28:25 main:574] : INFO : Epoch 1924 | loss: 0.0310428 | val_loss: 0.0311499 | Time: 2573.21 ms [2022-04-21 22:28:27 main:574] : INFO : Epoch 1925 | loss: 0.0310459 | val_loss: 0.0311477 | Time: 2567.11 ms [2022-04-21 22:28:30 main:574] : INFO : Epoch 1926 | loss: 0.0310338 | val_loss: 0.0311557 | Time: 2562.03 ms [2022-04-21 22:28:32 main:574] : INFO : Epoch 1927 | loss: 0.0310313 | val_loss: 0.0311373 | Time: 2600.84 ms [2022-04-21 22:28:35 main:574] : INFO : Epoch 1928 | loss: 0.0310318 | val_loss: 0.0311668 | Time: 2555.87 ms [2022-04-21 22:28:38 main:574] : INFO : Epoch 1929 | loss: 0.0310267 | val_loss: 0.0311539 | Time: 2561.62 ms [2022-04-21 22:28:40 main:574] : INFO : Epoch 1930 | loss: 0.0310259 | val_loss: 0.0311595 | Time: 2559.55 ms [2022-04-21 22:28:43 main:574] : INFO : Epoch 1931 | loss: 0.0310271 | val_loss: 0.031147 | Time: 2580.94 ms [2022-04-21 22:28:45 main:574] : INFO : Epoch 1932 | loss: 0.0310293 | val_loss: 0.0311529 | Time: 2586.76 ms [2022-04-21 22:28:48 main:574] : INFO : Epoch 1933 | loss: 0.0310289 | val_loss: 0.0311548 | Time: 2572.65 ms [2022-04-21 22:28:50 main:574] : INFO : Epoch 1934 | loss: 0.031027 | val_loss: 0.0311568 | Time: 2572.04 ms [2022-04-21 22:28:53 main:574] : INFO : Epoch 1935 | loss: 0.0310365 | val_loss: 0.0311305 | Time: 2634.99 ms [2022-04-21 22:28:56 main:574] : INFO : Epoch 1936 | loss: 0.0310525 | val_loss: 0.0311519 | Time: 2559.67 ms [2022-04-21 22:28:58 main:574] : INFO : Epoch 1937 | loss: 0.0310449 | val_loss: 0.0311407 | Time: 2560.33 ms [2022-04-21 22:29:01 main:574] : INFO : Epoch 1938 | loss: 0.0310383 | val_loss: 0.0311472 | Time: 2568.99 ms [2022-04-21 22:29:03 main:574] : INFO : Epoch 1939 | loss: 0.0310327 | val_loss: 0.0311593 | Time: 2568.84 ms [2022-04-21 22:29:06 main:574] : INFO : Epoch 1940 | loss: 0.0310304 | val_loss: 0.0311444 | Time: 2558.45 ms [2022-04-21 22:29:08 main:574] : INFO : Epoch 1941 | loss: 0.0310384 | val_loss: 0.031157 | Time: 2552.9 ms [2022-04-21 22:29:11 main:574] : INFO : Epoch 1942 | loss: 0.0310354 | val_loss: 0.0311469 | Time: 2559.04 ms [2022-04-21 22:29:14 main:574] : INFO : Epoch 1943 | loss: 0.0310318 | val_loss: 0.0311435 | Time: 2594.11 ms [2022-04-21 22:29:16 main:574] : INFO : Epoch 1944 | loss: 0.0310358 | val_loss: 0.0311357 | Time: 2562.74 ms [2022-04-21 22:29:19 main:574] : INFO : Epoch 1945 | loss: 0.0310591 | val_loss: 0.0311311 | Time: 2560.82 ms [2022-04-21 22:29:21 main:574] : INFO : Epoch 1946 | loss: 0.0310562 | val_loss: 0.0311407 | Time: 2571.66 ms [2022-04-21 22:29:24 main:574] : INFO : Epoch 1947 | loss: 0.0310583 | val_loss: 0.0311402 | Time: 2579.15 ms [2022-04-21 22:29:26 main:574] : INFO : Epoch 1948 | loss: 0.0310521 | val_loss: 0.0311432 | Time: 2559.26 ms [2022-04-21 22:29:29 main:574] : INFO : Epoch 1949 | loss: 0.0310462 | val_loss: 0.03114 | Time: 2566.15 ms [2022-04-21 22:29:32 main:574] : INFO : Epoch 1950 | loss: 0.0310438 | val_loss: 0.0311434 | Time: 2557.41 ms [2022-04-21 22:29:34 main:574] : INFO : Epoch 1951 | loss: 0.0310448 | val_loss: 0.0311423 | Time: 2579.84 ms [2022-04-21 22:29:37 main:574] : INFO : Epoch 1952 | loss: 0.0310422 | val_loss: 0.031137 | Time: 2559.08 ms [2022-04-21 22:29:39 main:574] : INFO : Epoch 1953 | loss: 0.0310408 | val_loss: 0.0311586 | Time: 2585.04 ms [2022-04-21 22:29:42 main:574] : INFO : Epoch 1954 | loss: 0.0310342 | val_loss: 0.0311502 | Time: 2565.29 ms [2022-04-21 22:29:44 main:574] : INFO : Epoch 1955 | loss: 0.0310565 | val_loss: 0.0311394 | Time: 2578.66 ms [2022-04-21 22:29:47 main:574] : INFO : Epoch 1956 | loss: 0.0310672 | val_loss: 0.0311364 | Time: 2559.01 ms [2022-04-21 22:29:50 main:574] : INFO : Epoch 1957 | loss: 0.0310597 | val_loss: 0.0311298 | Time: 2564.62 ms [2022-04-21 22:29:52 main:574] : INFO : Epoch 1958 | loss: 0.0310544 | val_loss: 0.0311381 | Time: 2571.41 ms [2022-04-21 22:29:55 main:574] : INFO : Epoch 1959 | loss: 0.0310525 | val_loss: 0.0311403 | Time: 2598.2 ms [2022-04-21 22:29:57 main:574] : INFO : Epoch 1960 | loss: 0.0310499 | val_loss: 0.0311458 | Time: 2604.78 ms [2022-04-21 22:30:00 main:574] : INFO : Epoch 1961 | loss: 0.0310469 | val_loss: 0.0311341 | Time: 2569.93 ms [2022-04-21 22:30:03 main:574] : INFO : Epoch 1962 | loss: 0.0310481 | val_loss: 0.0311564 | Time: 2560.87 ms [2022-04-21 22:30:05 main:574] : INFO : Epoch 1963 | loss: 0.0310468 | val_loss: 0.0311383 | Time: 2583.9 ms [2022-04-21 22:30:08 main:574] : INFO : Epoch 1964 | loss: 0.0310421 | val_loss: 0.0311583 | Time: 2558.77 ms [2022-04-21 22:30:10 main:574] : INFO : Epoch 1965 | loss: 0.0310496 | val_loss: 0.031152 | Time: 2557.36 ms [2022-04-21 22:30:13 main:574] : INFO : Epoch 1966 | loss: 0.0310436 | val_loss: 0.0311453 | Time: 2560.34 ms [2022-04-21 22:30:15 main:574] : INFO : Epoch 1967 | loss: 0.0310356 | val_loss: 0.031148 | Time: 2579.07 ms [2022-04-21 22:30:18 main:574] : INFO : Epoch 1968 | loss: 0.0310479 | val_loss: 0.031145 | Time: 2585.09 ms [2022-04-21 22:30:21 main:574] : INFO : Epoch 1969 | loss: 0.0310577 | val_loss: 0.0311328 | Time: 2573.9 ms [2022-04-21 22:30:23 main:574] : INFO : Epoch 1970 | loss: 0.0310472 | val_loss: 0.0311495 | Time: 2559.88 ms [2022-04-21 22:30:26 main:574] : INFO : Epoch 1971 | loss: 0.031046 | val_loss: 0.0311447 | Time: 2575.56 ms [2022-04-21 22:30:28 main:574] : INFO : Epoch 1972 | loss: 0.0310565 | val_loss: 0.031133 | Time: 2568.29 ms [2022-04-21 22:30:31 main:574] : INFO : Epoch 1973 | loss: 0.0310743 | val_loss: 0.0311191 | Time: 2556.05 ms [2022-04-21 22:30:33 main:574] : INFO : Epoch 1974 | loss: 0.0310658 | val_loss: 0.0311418 | Time: 2560.02 ms [2022-04-21 22:30:36 main:574] : INFO : Epoch 1975 | loss: 0.0310624 | val_loss: 0.0311246 | Time: 2576.4 ms [2022-04-21 22:30:39 main:574] : INFO : Epoch 1976 | loss: 0.031053 | val_loss: 0.0311431 | Time: 2605.8 ms [2022-04-21 22:30:41 main:574] : INFO : Epoch 1977 | loss: 0.0310447 | val_loss: 0.0311504 | Time: 2580.87 ms [2022-04-21 22:30:44 main:574] : INFO : Epoch 1978 | loss: 0.0310431 | val_loss: 0.0311326 | Time: 2559.86 ms [2022-04-21 22:30:46 main:574] : INFO : Epoch 1979 | loss: 0.0310431 | val_loss: 0.0311469 | Time: 2560.82 ms [2022-04-21 22:30:49 main:574] : INFO : Epoch 1980 | loss: 0.0310439 | val_loss: 0.0311481 | Time: 2565.47 ms [2022-04-21 22:30:51 main:574] : INFO : Epoch 1981 | loss: 0.0310422 | val_loss: 0.031136 | Time: 2561.21 ms [2022-04-21 22:30:54 main:574] : INFO : Epoch 1982 | loss: 0.0310393 | val_loss: 0.0311382 | Time: 2557.95 ms [2022-04-21 22:30:57 main:574] : INFO : Epoch 1983 | loss: 0.0310469 | val_loss: 0.031135 | Time: 2576.5 ms [2022-04-21 22:30:59 main:574] : INFO : Epoch 1984 | loss: 0.031051 | val_loss: 0.0311395 | Time: 2609.47 ms [2022-04-21 22:31:02 main:574] : INFO : Epoch 1985 | loss: 0.0310476 | val_loss: 0.0311339 | Time: 2606.34 ms [2022-04-21 22:31:04 main:574] : INFO : Epoch 1986 | loss: 0.0310453 | val_loss: 0.0311487 | Time: 2568.51 ms [2022-04-21 22:31:07 main:574] : INFO : Epoch 1987 | loss: 0.0310433 | val_loss: 0.0311381 | Time: 2572.75 ms [2022-04-21 22:31:09 main:574] : INFO : Epoch 1988 | loss: 0.0310397 | val_loss: 0.0311377 | Time: 2568.3 ms [2022-04-21 22:31:12 main:574] : INFO : Epoch 1989 | loss: 0.0310389 | val_loss: 0.0311604 | Time: 2569.78 ms [2022-04-21 22:31:15 main:574] : INFO : Epoch 1990 | loss: 0.0310387 | val_loss: 0.0311388 | Time: 2554.55 ms [2022-04-21 22:31:17 main:574] : INFO : Epoch 1991 | loss: 0.0310372 | val_loss: 0.0311446 | Time: 2578.94 ms [2022-04-21 22:31:20 main:574] : INFO : Epoch 1992 | loss: 0.0310363 | val_loss: 0.0311369 | Time: 2566.8 ms [2022-04-21 22:31:22 main:574] : INFO : Epoch 1993 | loss: 0.0310569 | val_loss: 0.0311383 | Time: 2602.9 ms [2022-04-21 22:31:25 main:574] : INFO : Epoch 1994 | loss: 0.0310581 | val_loss: 0.0311392 | Time: 2566.39 ms [2022-04-21 22:31:28 main:574] : INFO : Epoch 1995 | loss: 0.031053 | val_loss: 0.0311332 | Time: 2574.38 ms [2022-04-21 22:31:30 main:574] : INFO : Epoch 1996 | loss: 0.0310482 | val_loss: 0.0311342 | Time: 2556.64 ms [2022-04-21 22:31:33 main:574] : INFO : Epoch 1997 | loss: 0.0310429 | val_loss: 0.0311428 | Time: 2570.41 ms [2022-04-21 22:31:35 main:574] : INFO : Epoch 1998 | loss: 0.0310405 | val_loss: 0.0311651 | Time: 2568.93 ms [2022-04-21 22:31:38 main:574] : INFO : Epoch 1999 | loss: 0.0310401 | val_loss: 0.0311502 | Time: 2585.55 ms [2022-04-21 22:31:40 main:574] : INFO : Epoch 2000 | loss: 0.0310575 | val_loss: 0.031142 | Time: 2568.89 ms [2022-04-21 22:31:43 main:574] : INFO : Epoch 2001 | loss: 0.0310504 | val_loss: 0.0311398 | Time: 2618.81 ms [2022-04-21 22:31:46 main:574] : INFO : Epoch 2002 | loss: 0.0310401 | val_loss: 0.031137 | Time: 2562.36 ms [2022-04-21 22:31:48 main:574] : INFO : Epoch 2003 | loss: 0.0310494 | val_loss: 0.0311366 | Time: 2574.79 ms [2022-04-21 22:31:51 main:574] : INFO : Epoch 2004 | loss: 0.0310592 | val_loss: 0.0311296 | Time: 2547.91 ms [2022-04-21 22:31:53 main:574] : INFO : Epoch 2005 | loss: 0.0310527 | val_loss: 0.0311644 | Time: 2558.58 ms [2022-04-21 22:31:56 main:574] : INFO : Epoch 2006 | loss: 0.0311536 | val_loss: 0.0311906 | Time: 2558.27 ms [2022-04-21 22:31:58 main:574] : INFO : Epoch 2007 | loss: 0.0312109 | val_loss: 0.0312198 | Time: 2571.98 ms [2022-04-21 22:32:01 main:574] : INFO : Epoch 2008 | loss: 0.0312235 | val_loss: 0.031239 | Time: 2563.53 ms [2022-04-21 22:32:04 main:574] : INFO : Epoch 2009 | loss: 0.0312431 | val_loss: 0.0312459 | Time: 2585.64 ms [2022-04-21 22:32:06 main:574] : INFO : Epoch 2010 | loss: 0.0312445 | val_loss: 0.0312458 | Time: 2562.87 ms [2022-04-21 22:32:09 main:574] : INFO : Epoch 2011 | loss: 0.0312404 | val_loss: 0.0312241 | Time: 2577.02 ms [2022-04-21 22:32:11 main:574] : INFO : Epoch 2012 | loss: 0.031225 | val_loss: 0.0312189 | Time: 2574.5 ms [2022-04-21 22:32:14 main:574] : INFO : Epoch 2013 | loss: 0.0312153 | val_loss: 0.0312124 | Time: 2565.4 ms [2022-04-21 22:32:16 main:574] : INFO : Epoch 2014 | loss: 0.031214 | val_loss: 0.0312088 | Time: 2569.76 ms [2022-04-21 22:32:19 main:574] : INFO : Epoch 2015 | loss: 0.0312119 | val_loss: 0.0312073 | Time: 2562.57 ms [2022-04-21 22:32:22 main:574] : INFO : Epoch 2016 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 2567.27 ms [2022-04-21 22:32:24 main:574] : INFO : Epoch 2017 | loss: 0.0312106 | val_loss: 0.0312058 | Time: 2581.58 ms [2022-04-21 22:32:27 main:574] : INFO : Epoch 2018 | loss: 0.0312094 | val_loss: 0.031205 | Time: 2567.44 ms [2022-04-21 22:32:29 main:574] : INFO : Epoch 2019 | loss: 0.0312076 | val_loss: 0.0312052 | Time: 2572.38 ms [2022-04-21 22:32:32 main:574] : INFO : Epoch 2020 | loss: 0.031207 | val_loss: 0.0312049 | Time: 2579.64 ms [2022-04-21 22:32:34 main:574] : INFO : Epoch 2021 | loss: 0.0312074 | val_loss: 0.0312052 | Time: 2560.99 ms [2022-04-21 22:32:37 main:574] : INFO : Epoch 2022 | loss: 0.0312077 | val_loss: 0.0312036 | Time: 2581.39 ms [2022-04-21 22:32:40 main:574] : INFO : Epoch 2023 | loss: 0.0312064 | val_loss: 0.0312031 | Time: 2588.72 ms [2022-04-21 22:32:42 main:574] : INFO : Epoch 2024 | loss: 0.0312055 | val_loss: 0.0312038 | Time: 2570.18 ms [2022-04-21 22:32:45 main:574] : INFO : Epoch 2025 | loss: 0.0312049 | val_loss: 0.0312026 | Time: 2585.17 ms [2022-04-21 22:32:47 main:574] : INFO : Epoch 2026 | loss: 0.0312043 | val_loss: 0.0312027 | Time: 2628.74 ms [2022-04-21 22:32:50 main:574] : INFO : Epoch 2027 | loss: 0.0312056 | val_loss: 0.0312034 | Time: 2586.47 ms [2022-04-21 22:32:53 main:574] : INFO : Epoch 2028 | loss: 0.0312041 | val_loss: 0.0312017 | Time: 2573.43 ms [2022-04-21 22:32:55 main:574] : INFO : Epoch 2029 | loss: 0.0312035 | val_loss: 0.0312018 | Time: 2567.17 ms [2022-04-21 22:32:58 main:574] : INFO : Epoch 2030 | loss: 0.0312051 | val_loss: 0.0312081 | Time: 2560.6 ms [2022-04-21 22:33:00 main:574] : INFO : Epoch 2031 | loss: 0.0312045 | val_loss: 0.0312015 | Time: 2574.74 ms [2022-04-21 22:33:03 main:574] : INFO : Epoch 2032 | loss: 0.0312037 | val_loss: 0.0312014 | Time: 2564.75 ms [2022-04-21 22:33:05 main:574] : INFO : Epoch 2033 | loss: 0.0312031 | val_loss: 0.0312011 | Time: 2569.58 ms [2022-04-21 22:33:08 main:574] : INFO : Epoch 2034 | loss: 0.0312028 | val_loss: 0.0312008 | Time: 2580.05 ms [2022-04-21 22:33:11 main:574] : INFO : Epoch 2035 | loss: 0.0312026 | val_loss: 0.0312009 | Time: 2607.99 ms [2022-04-21 22:33:13 main:574] : INFO : Epoch 2036 | loss: 0.0312021 | val_loss: 0.0312023 | Time: 2590.7 ms [2022-04-21 22:33:16 main:574] : INFO : Epoch 2037 | loss: 0.0312023 | val_loss: 0.0312023 | Time: 2582.31 ms [2022-04-21 22:33:18 main:574] : INFO : Epoch 2038 | loss: 0.0312023 | val_loss: 0.0312003 | Time: 2572.59 ms [2022-04-21 22:33:21 main:574] : INFO : Epoch 2039 | loss: 0.031203 | val_loss: 0.0312003 | Time: 2598.81 ms [2022-04-21 22:33:24 main:574] : INFO : Epoch 2040 | loss: 0.0312022 | val_loss: 0.0311998 | Time: 2566.64 ms [2022-04-21 22:33:26 main:574] : INFO : Epoch 2041 | loss: 0.0312027 | val_loss: 0.0312002 | Time: 2573.11 ms [2022-04-21 22:33:29 main:574] : INFO : Epoch 2042 | loss: 0.0312018 | val_loss: 0.0311998 | Time: 2596.22 ms [2022-04-21 22:33:31 main:574] : INFO : Epoch 2043 | loss: 0.0312011 | val_loss: 0.0312014 | Time: 2620.37 ms [2022-04-21 22:33:34 main:574] : INFO : Epoch 2044 | loss: 0.0312009 | val_loss: 0.0312007 | Time: 2569.23 ms [2022-04-21 22:33:36 main:574] : INFO : Epoch 2045 | loss: 0.0312019 | val_loss: 0.0311998 | Time: 2567.67 ms [2022-04-21 22:33:39 main:574] : INFO : Epoch 2046 | loss: 0.0312039 | val_loss: 0.0311996 | Time: 2568.17 ms [2022-04-21 22:33:42 main:574] : INFO : Epoch 2047 | loss: 0.0312001 | val_loss: 0.0311993 | Time: 2583.19 ms [2022-04-21 22:33:44 main:574] : INFO : Epoch 2048 | loss: 0.0312012 | val_loss: 0.0311995 | Time: 2577.37 ms [2022-04-21 22:33:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311995 [2022-04-21 22:33:44 main:603] : INFO : Saving end state to config to file [2022-04-21 22:33:44 main:608] : INFO : Success, exiting.. 22:33:44 (796): 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)