Task 14547341
| Name | ParityModified-1647047002-31027-3-0_1 |
| Workunit | 11290317 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:17:47 UTC |
| Report deadline | 16 Apr 2022, 6:17:47 UTC |
| Received | 12 Apr 2022, 21:43:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 24 min 14 sec |
| CPU time | 1 hours 23 min 50 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> .19 ms [2022-04-12 15:21:49 main:581] : INFO : Epoch 1538 | loss: 0.0311452 | val_loss: 0.0311631 | Time: 2473.07 ms [2022-04-12 15:21:51 main:581] : INFO : Epoch 1539 | loss: 0.0311445 | val_loss: 0.0311601 | Time: 2469.49 ms [2022-04-12 15:21:54 main:581] : INFO : Epoch 1540 | loss: 0.0311434 | val_loss: 0.031155 | Time: 2470.79 ms [2022-04-12 15:21:56 main:581] : INFO : Epoch 1541 | loss: 0.0311441 | val_loss: 0.0311554 | Time: 2470.09 ms [2022-04-12 15:21:58 main:581] : INFO : Epoch 1542 | loss: 0.0311448 | val_loss: 0.031158 | Time: 2475.53 ms [2022-04-12 15:22:01 main:581] : INFO : Epoch 1543 | loss: 0.0311442 | val_loss: 0.0311579 | Time: 2473.86 ms [2022-04-12 15:22:03 main:581] : INFO : Epoch 1544 | loss: 0.0311453 | val_loss: 0.0311535 | Time: 2471.29 ms [2022-04-12 15:22:06 main:581] : INFO : Epoch 1545 | loss: 0.0311472 | val_loss: 0.031158 | Time: 2471.65 ms [2022-04-12 15:22:08 main:581] : INFO : Epoch 1546 | loss: 0.0311519 | val_loss: 0.0311567 | Time: 2473.01 ms [2022-04-12 15:22:11 main:581] : INFO : Epoch 1547 | loss: 0.0311492 | val_loss: 0.0311558 | Time: 2471.46 ms [2022-04-12 15:22:13 main:581] : INFO : Epoch 1548 | loss: 0.0311448 | val_loss: 0.0311496 | Time: 2471.16 ms [2022-04-12 15:22:16 main:581] : INFO : Epoch 1549 | loss: 0.0311436 | val_loss: 0.0311511 | Time: 2471.01 ms [2022-04-12 15:22:18 main:581] : INFO : Epoch 1550 | loss: 0.031141 | val_loss: 0.0311538 | Time: 2473.99 ms [2022-04-12 15:22:21 main:581] : INFO : Epoch 1551 | loss: 0.0311429 | val_loss: 0.0311499 | Time: 2471.18 ms [2022-04-12 15:22:23 main:581] : INFO : Epoch 1552 | loss: 0.0311413 | val_loss: 0.0311492 | Time: 2471.31 ms [2022-04-12 15:22:26 main:581] : INFO : Epoch 1553 | loss: 0.0311416 | val_loss: 0.0311518 | Time: 2469.14 ms [2022-04-12 15:22:28 main:581] : INFO : Epoch 1554 | loss: 0.031142 | val_loss: 0.03115 | Time: 2472.82 ms [2022-04-12 15:22:31 main:581] : INFO : Epoch 1555 | loss: 0.031141 | val_loss: 0.0311525 | Time: 2467.45 ms [2022-04-12 15:22:33 main:581] : INFO : Epoch 1556 | loss: 0.0311415 | val_loss: 0.0311536 | Time: 2471.75 ms [2022-04-12 15:22:36 main:581] : INFO : Epoch 1557 | loss: 0.0311438 | val_loss: 0.0311563 | Time: 2473.89 ms [2022-04-12 15:22:38 main:581] : INFO : Epoch 1558 | loss: 0.031147 | val_loss: 0.0311537 | Time: 2472.81 ms [2022-04-12 15:22:40 main:581] : INFO : Epoch 1559 | loss: 0.0311453 | val_loss: 0.0311536 | Time: 2474.35 ms [2022-04-12 15:22:43 main:581] : INFO : Epoch 1560 | loss: 0.0311461 | val_loss: 0.0311509 | Time: 2472.01 ms [2022-04-12 15:22:45 main:581] : INFO : Epoch 1561 | loss: 0.0311435 | val_loss: 0.0311535 | Time: 2472.77 ms [2022-04-12 15:22:48 main:581] : INFO : Epoch 1562 | loss: 0.0311422 | val_loss: 0.0311546 | Time: 2469.51 ms [2022-04-12 15:22:50 main:581] : INFO : Epoch 1563 | loss: 0.0311432 | val_loss: 0.0311535 | Time: 2470.08 ms [2022-04-12 15:22:53 main:581] : INFO : Epoch 1564 | loss: 0.0311425 | val_loss: 0.0311517 | Time: 2473.09 ms [2022-04-12 15:22:55 main:581] : INFO : Epoch 1565 | loss: 0.0311404 | val_loss: 0.0311532 | Time: 2471.11 ms [2022-04-12 15:22:58 main:581] : INFO : Epoch 1566 | loss: 0.0311405 | val_loss: 0.0311537 | Time: 2475.24 ms [2022-04-12 15:23:00 main:581] : INFO : Epoch 1567 | loss: 0.03114 | val_loss: 0.0311537 | Time: 2472.29 ms [2022-04-12 15:23:03 main:581] : INFO : Epoch 1568 | loss: 0.0311398 | val_loss: 0.0311523 | Time: 2474.19 ms [2022-04-12 15:23:05 main:581] : INFO : Epoch 1569 | loss: 0.0311392 | val_loss: 0.0311532 | Time: 2471.81 ms [2022-04-12 15:23:08 main:581] : INFO : Epoch 1570 | loss: 0.0311409 | val_loss: 0.0311538 | Time: 2468.58 ms [2022-04-12 15:23:10 main:581] : INFO : Epoch 1571 | loss: 0.031141 | val_loss: 0.03115 | Time: 2471.48 ms [2022-04-12 15:23:13 main:581] : INFO : Epoch 1572 | loss: 0.0311418 | val_loss: 0.0311503 | Time: 2472.84 ms [2022-04-12 15:23:15 main:581] : INFO : Epoch 1573 | loss: 0.0311406 | val_loss: 0.03115 | Time: 2474.18 ms [2022-04-12 15:23:18 main:581] : INFO : Epoch 1574 | loss: 0.0311406 | val_loss: 0.0311522 | Time: 2474.42 ms [2022-04-12 15:23:20 main:581] : INFO : Epoch 1575 | loss: 0.0311416 | val_loss: 0.031153 | Time: 2471.16 ms [2022-04-12 15:23:23 main:581] : INFO : Epoch 1576 | loss: 0.0311445 | val_loss: 0.0311572 | Time: 2469.8 ms [2022-04-12 15:23:25 main:581] : INFO : Epoch 1577 | loss: 0.0311486 | val_loss: 0.0311605 | Time: 2469.65 ms [2022-04-12 15:23:27 main:581] : INFO : Epoch 1578 | loss: 0.0311454 | val_loss: 0.0311524 | Time: 2471.16 ms [2022-04-12 15:23:30 main:581] : INFO : Epoch 1579 | loss: 0.0311465 | val_loss: 0.0311523 | Time: 2470.36 ms [2022-04-12 15:23:32 main:581] : INFO : Epoch 1580 | loss: 0.0311463 | val_loss: 0.0311525 | Time: 2473.3 ms [2022-04-12 15:23:35 main:581] : INFO : Epoch 1581 | loss: 0.0311423 | val_loss: 0.0311533 | Time: 2470.37 ms [2022-04-12 15:23:37 main:581] : INFO : Epoch 1582 | loss: 0.0311402 | val_loss: 0.031153 | Time: 2472.46 ms [2022-04-12 15:23:40 main:581] : INFO : Epoch 1583 | loss: 0.0311431 | val_loss: 0.0311533 | Time: 2471.25 ms [2022-04-12 15:23:42 main:581] : INFO : Epoch 1584 | loss: 0.0311448 | val_loss: 0.0311538 | Time: 2471.49 ms [2022-04-12 15:23:45 main:581] : INFO : Epoch 1585 | loss: 0.0311466 | val_loss: 0.0311577 | Time: 2470.14 ms [2022-04-12 15:23:47 main:581] : INFO : Epoch 1586 | loss: 0.031148 | val_loss: 0.0311531 | Time: 2472.76 ms [2022-04-12 15:23:50 main:581] : INFO : Epoch 1587 | loss: 0.0311446 | val_loss: 0.0311505 | Time: 2476.88 ms [2022-04-12 15:23:52 main:581] : INFO : Epoch 1588 | loss: 0.031146 | val_loss: 0.031155 | Time: 2474.13 ms [2022-04-12 15:23:55 main:581] : INFO : Epoch 1589 | loss: 0.0311458 | val_loss: 0.0311554 | Time: 2473.11 ms [2022-04-12 15:23:57 main:581] : INFO : Epoch 1590 | loss: 0.0311467 | val_loss: 0.0311572 | Time: 2472.64 ms [2022-04-12 15:24:00 main:581] : INFO : Epoch 1591 | loss: 0.0311579 | val_loss: 0.0311678 | Time: 2473.59 ms [2022-04-12 15:24:02 main:581] : INFO : Epoch 1592 | loss: 0.0311509 | val_loss: 0.0311522 | Time: 2471.67 ms [2022-04-12 15:24:05 main:581] : INFO : Epoch 1593 | loss: 0.0311476 | val_loss: 0.0311593 | Time: 2471.35 ms [2022-04-12 15:24:07 main:581] : INFO : Epoch 1594 | loss: 0.0311437 | val_loss: 0.0311515 | Time: 2471.72 ms [2022-04-12 15:24:09 main:581] : INFO : Epoch 1595 | loss: 0.0311394 | val_loss: 0.0311518 | Time: 2473.65 ms [2022-04-12 15:24:12 main:581] : INFO : Epoch 1596 | loss: 0.0311397 | val_loss: 0.0311537 | Time: 2473.12 ms [2022-04-12 15:24:14 main:581] : INFO : Epoch 1597 | loss: 0.0311418 | val_loss: 0.0311488 | Time: 2472.08 ms [2022-04-12 15:24:17 main:581] : INFO : Epoch 1598 | loss: 0.0311392 | val_loss: 0.031151 | Time: 2471.1 ms [2022-04-12 15:24:19 main:581] : INFO : Epoch 1599 | loss: 0.031139 | val_loss: 0.0311509 | Time: 2472.33 ms [2022-04-12 15:24:22 main:581] : INFO : Epoch 1600 | loss: 0.0311389 | val_loss: 0.031156 | Time: 2471.33 ms [2022-04-12 15:24:24 main:581] : INFO : Epoch 1601 | loss: 0.0311386 | val_loss: 0.0311514 | Time: 2473.26 ms [2022-04-12 15:24:27 main:581] : INFO : Epoch 1602 | loss: 0.0311409 | val_loss: 0.0311569 | Time: 2471.62 ms [2022-04-12 15:24:29 main:581] : INFO : Epoch 1603 | loss: 0.0311396 | val_loss: 0.0311495 | Time: 2474.69 ms [2022-04-12 15:24:32 main:581] : INFO : Epoch 1604 | loss: 0.0311389 | val_loss: 0.0311501 | Time: 2472.97 ms [2022-04-12 15:24:34 main:581] : INFO : Epoch 1605 | loss: 0.0311394 | val_loss: 0.0311534 | Time: 2471.49 ms [2022-04-12 15:24:37 main:581] : INFO : Epoch 1606 | loss: 0.0311427 | val_loss: 0.0311496 | Time: 2473.51 ms [2022-04-12 15:24:39 main:581] : INFO : Epoch 1607 | loss: 0.0311387 | val_loss: 0.0311474 | Time: 2471.75 ms [2022-04-12 15:24:42 main:581] : INFO : Epoch 1608 | loss: 0.0311388 | val_loss: 0.0311479 | Time: 2472.79 ms [2022-04-12 15:24:44 main:581] : INFO : Epoch 1609 | loss: 0.0311392 | val_loss: 0.0311505 | Time: 2472.94 ms [2022-04-12 15:24:47 main:581] : INFO : Epoch 1610 | loss: 0.0311388 | val_loss: 0.0311479 | Time: 2474.02 ms [2022-04-12 15:24:49 main:581] : INFO : Epoch 1611 | loss: 0.0311378 | val_loss: 0.0311474 | Time: 2488.09 ms [2022-04-12 15:24:52 main:581] : INFO : Epoch 1612 | loss: 0.0311381 | val_loss: 0.0311471 | Time: 2521.71 ms [2022-04-12 15:24:54 main:581] : INFO : Epoch 1613 | loss: 0.0311369 | val_loss: 0.0311528 | Time: 2487.87 ms [2022-04-12 15:24:57 main:581] : INFO : Epoch 1614 | loss: 0.0311373 | val_loss: 0.0311466 | Time: 2475.83 ms [2022-04-12 15:24:59 main:581] : INFO : Epoch 1615 | loss: 0.0311373 | val_loss: 0.0311461 | Time: 2480.42 ms [2022-04-12 15:25:02 main:581] : INFO : Epoch 1616 | loss: 0.0311377 | val_loss: 0.031144 | Time: 2490.61 ms [2022-04-12 15:25:04 main:581] : INFO : Epoch 1617 | loss: 0.0311353 | val_loss: 0.0311458 | Time: 2485.76 ms [2022-04-12 15:25:06 main:581] : INFO : Epoch 1618 | loss: 0.0311347 | val_loss: 0.0311456 | Time: 2482.81 ms [2022-04-12 15:25:09 main:581] : INFO : Epoch 1619 | loss: 0.0311348 | val_loss: 0.0311472 | Time: 2474.38 ms [2022-04-12 15:25:11 main:581] : INFO : Epoch 1620 | loss: 0.031139 | val_loss: 0.0311458 | Time: 2475.62 ms [2022-04-12 15:25:14 main:581] : INFO : Epoch 1621 | loss: 0.0311366 | val_loss: 0.0311541 | Time: 2473.47 ms [2022-04-12 15:25:16 main:581] : INFO : Epoch 1622 | loss: 0.0311362 | val_loss: 0.0311466 | Time: 2472.35 ms [2022-04-12 15:25:19 main:581] : INFO : Epoch 1623 | loss: 0.0311339 | val_loss: 0.0311468 | Time: 2471.29 ms [2022-04-12 15:25:21 main:581] : INFO : Epoch 1624 | loss: 0.0311337 | val_loss: 0.0311477 | Time: 2471.61 ms [2022-04-12 15:25:24 main:581] : INFO : Epoch 1625 | loss: 0.031132 | val_loss: 0.0311492 | Time: 2474.73 ms [2022-04-12 15:25:26 main:581] : INFO : Epoch 1626 | loss: 0.0311316 | val_loss: 0.0311487 | Time: 2471.99 ms [2022-04-12 15:25:29 main:581] : INFO : Epoch 1627 | loss: 0.0311338 | val_loss: 0.0311511 | Time: 2475.77 ms [2022-04-12 15:25:31 main:581] : INFO : Epoch 1628 | loss: 0.0311374 | val_loss: 0.0311475 | Time: 2472.19 ms [2022-04-12 15:25:34 main:581] : INFO : Epoch 1629 | loss: 0.0311371 | val_loss: 0.0311503 | Time: 2472.33 ms [2022-04-12 15:25:36 main:581] : INFO : Epoch 1630 | loss: 0.031138 | val_loss: 0.0311531 | Time: 2472.4 ms [2022-04-12 15:25:39 main:581] : INFO : Epoch 1631 | loss: 0.0311385 | val_loss: 0.0311542 | Time: 2469.93 ms [2022-04-12 15:25:41 main:581] : INFO : Epoch 1632 | loss: 0.0311372 | val_loss: 0.0311494 | Time: 2473.15 ms [2022-04-12 15:25:44 main:581] : INFO : Epoch 1633 | loss: 0.0311386 | val_loss: 0.0311511 | Time: 2470.99 ms [2022-04-12 15:25:46 main:581] : INFO : Epoch 1634 | loss: 0.0311348 | val_loss: 0.0311481 | Time: 2474.4 ms [2022-04-12 15:25:49 main:581] : INFO : Epoch 1635 | loss: 0.0311338 | val_loss: 0.031148 | Time: 2471.57 ms [2022-04-12 15:25:51 main:581] : INFO : Epoch 1636 | loss: 0.031135 | val_loss: 0.0311455 | Time: 2471.01 ms [2022-04-12 15:25:53 main:581] : INFO : Epoch 1637 | loss: 0.0311388 | val_loss: 0.03115 | Time: 2470.37 ms [2022-04-12 15:25:56 main:581] : INFO : Epoch 1638 | loss: 0.0311372 | val_loss: 0.0311502 | Time: 2472.75 ms [2022-04-12 15:25:58 main:581] : INFO : Epoch 1639 | loss: 0.0311413 | val_loss: 0.0311499 | Time: 2471.01 ms [2022-04-12 15:26:01 main:581] : INFO : Epoch 1640 | loss: 0.0311483 | val_loss: 0.0311551 | Time: 2473.8 ms [2022-04-12 15:26:03 main:581] : INFO : Epoch 1641 | loss: 0.0311477 | val_loss: 0.031151 | Time: 2472.44 ms [2022-04-12 15:26:06 main:581] : INFO : Epoch 1642 | loss: 0.0311493 | val_loss: 0.0311518 | Time: 2473.13 ms [2022-04-12 15:26:08 main:581] : INFO : Epoch 1643 | loss: 0.0311483 | val_loss: 0.0311503 | Time: 2475.12 ms [2022-04-12 15:26:11 main:581] : INFO : Epoch 1644 | loss: 0.0311451 | val_loss: 0.031149 | Time: 2470.72 ms [2022-04-12 15:26:13 main:581] : INFO : Epoch 1645 | loss: 0.0311489 | val_loss: 0.0311745 | Time: 2471.44 ms [2022-04-12 15:26:16 main:581] : INFO : Epoch 1646 | loss: 0.0311835 | val_loss: 0.0312093 | Time: 2472.02 ms [2022-04-12 15:26:18 main:581] : INFO : Epoch 1647 | loss: 0.03119 | val_loss: 0.0312005 | Time: 2471.1 ms [2022-04-12 15:26:21 main:581] : INFO : Epoch 1648 | loss: 0.0311988 | val_loss: 0.0311893 | Time: 2474.8 ms [2022-04-12 15:26:23 main:581] : INFO : Epoch 1649 | loss: 0.0311879 | val_loss: 0.0311914 | Time: 2471.2 ms [2022-04-12 15:26:26 main:581] : INFO : Epoch 1650 | loss: 0.031189 | val_loss: 0.0311772 | Time: 2471.77 ms [2022-04-12 15:26:28 main:581] : INFO : Epoch 1651 | loss: 0.0311827 | val_loss: 0.0311764 | Time: 2472.2 ms [2022-04-12 15:26:31 main:581] : INFO : Epoch 1652 | loss: 0.031183 | val_loss: 0.0311767 | Time: 2472.22 ms [2022-04-12 15:26:33 main:581] : INFO : Epoch 1653 | loss: 0.0311807 | val_loss: 0.0311744 | Time: 2470.27 ms [2022-04-12 15:26:36 main:581] : INFO : Epoch 1654 | loss: 0.031179 | val_loss: 0.0311798 | Time: 2470.4 ms [2022-04-12 15:26:38 main:581] : INFO : Epoch 1655 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 2474.83 ms [2022-04-12 15:26:40 main:581] : INFO : Epoch 1656 | loss: 0.0311795 | val_loss: 0.0311816 | Time: 2472.76 ms [2022-04-12 15:26:43 main:581] : INFO : Epoch 1657 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 2472.42 ms [2022-04-12 15:26:45 main:581] : INFO : Epoch 1658 | loss: 0.0311783 | val_loss: 0.0311777 | Time: 2471.44 ms [2022-04-12 15:26:48 main:581] : INFO : Epoch 1659 | loss: 0.0311796 | val_loss: 0.0311785 | Time: 2471.05 ms [2022-04-12 15:26:50 main:581] : INFO : Epoch 1660 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 2471.91 ms [2022-04-12 15:26:53 main:581] : INFO : Epoch 1661 | loss: 0.0311775 | val_loss: 0.0311743 | Time: 2469.12 ms [2022-04-12 15:26:55 main:581] : INFO : Epoch 1662 | loss: 0.0311775 | val_loss: 0.0311764 | Time: 2471.68 ms [2022-04-12 15:26:58 main:581] : INFO : Epoch 1663 | loss: 0.031177 | val_loss: 0.0311763 | Time: 2471.54 ms [2022-04-12 15:27:00 main:581] : INFO : Epoch 1664 | loss: 0.0311776 | val_loss: 0.0311872 | Time: 2474.46 ms [2022-04-12 15:27:03 main:581] : INFO : Epoch 1665 | loss: 0.0311804 | val_loss: 0.0311757 | Time: 2472.75 ms [2022-04-12 15:27:05 main:581] : INFO : Epoch 1666 | loss: 0.0311781 | val_loss: 0.0311764 | Time: 2472.14 ms [2022-04-12 15:27:08 main:581] : INFO : Epoch 1667 | loss: 0.0311748 | val_loss: 0.0311736 | Time: 2470.31 ms [2022-04-12 15:27:10 main:581] : INFO : Epoch 1668 | loss: 0.0311741 | val_loss: 0.0311728 | Time: 2474.36 ms [2022-04-12 15:27:13 main:581] : INFO : Epoch 1669 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 2472.49 ms [2022-04-12 15:27:15 main:581] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311726 | Time: 2470.86 ms [2022-04-12 15:27:18 main:581] : INFO : Epoch 1671 | loss: 0.0311727 | val_loss: 0.0311718 | Time: 2471 ms [2022-04-12 15:27:20 main:581] : INFO : Epoch 1672 | loss: 0.0311721 | val_loss: 0.0311712 | Time: 2472.92 ms [2022-04-12 15:27:22 main:581] : INFO : Epoch 1673 | loss: 0.0311718 | val_loss: 0.0311715 | Time: 2472.65 ms [2022-04-12 15:27:25 main:581] : INFO : Epoch 1674 | loss: 0.0311719 | val_loss: 0.031175 | Time: 2470.58 ms [2022-04-12 15:27:27 main:581] : INFO : Epoch 1675 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 2473.93 ms [2022-04-12 15:27:30 main:581] : INFO : Epoch 1676 | loss: 0.031173 | val_loss: 0.0311805 | Time: 2469.67 ms [2022-04-12 15:27:32 main:581] : INFO : Epoch 1677 | loss: 0.0311733 | val_loss: 0.0311721 | Time: 2471.75 ms [2022-04-12 15:27:35 main:581] : INFO : Epoch 1678 | loss: 0.0311714 | val_loss: 0.0311712 | Time: 2471.85 ms [2022-04-12 15:27:37 main:581] : INFO : Epoch 1679 | loss: 0.0311704 | val_loss: 0.0311706 | Time: 2472.31 ms [2022-04-12 15:27:40 main:581] : INFO : Epoch 1680 | loss: 0.0311692 | val_loss: 0.0311711 | Time: 2473.4 ms [2022-04-12 15:27:42 main:581] : INFO : Epoch 1681 | loss: 0.0311693 | val_loss: 0.0311722 | Time: 2473.67 ms [2022-04-12 15:27:45 main:581] : INFO : Epoch 1682 | loss: 0.0311709 | val_loss: 0.0311715 | Time: 2469.8 ms [2022-04-12 15:27:47 main:581] : INFO : Epoch 1683 | loss: 0.0311728 | val_loss: 0.0311719 | Time: 2465.93 ms [2022-04-12 15:27:50 main:581] : INFO : Epoch 1684 | loss: 0.0311705 | val_loss: 0.0311707 | Time: 2468.46 ms [2022-04-12 15:27:52 main:581] : INFO : Epoch 1685 | loss: 0.0311705 | val_loss: 0.0311713 | Time: 2470.34 ms [2022-04-12 15:27:55 main:581] : INFO : Epoch 1686 | loss: 0.0311734 | val_loss: 0.0311736 | Time: 2472.55 ms [2022-04-12 15:27:57 main:581] : INFO : Epoch 1687 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 2472.23 ms [2022-04-12 15:28:00 main:581] : INFO : Epoch 1688 | loss: 0.0311711 | val_loss: 0.03117 | Time: 2471.9 ms [2022-04-12 15:28:02 main:581] : INFO : Epoch 1689 | loss: 0.0311695 | val_loss: 0.031171 | Time: 2473.57 ms [2022-04-12 15:28:05 main:581] : INFO : Epoch 1690 | loss: 0.0311682 | val_loss: 0.03117 | Time: 2470.89 ms [2022-04-12 15:28:07 main:581] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311736 | Time: 2467.44 ms [2022-04-12 15:28:09 main:581] : INFO : Epoch 1692 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 2472.39 ms [2022-04-12 15:28:12 main:581] : INFO : Epoch 1693 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 2471.71 ms [2022-04-12 15:28:14 main:581] : INFO : Epoch 1694 | loss: 0.031167 | val_loss: 0.031171 | Time: 2471.2 ms [2022-04-12 15:28:17 main:581] : INFO : Epoch 1695 | loss: 0.0311669 | val_loss: 0.0311706 | Time: 2470.13 ms [2022-04-12 15:28:19 main:581] : INFO : Epoch 1696 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 2470.94 ms [2022-04-12 15:28:22 main:581] : INFO : Epoch 1697 | loss: 0.0311661 | val_loss: 0.0311718 | Time: 2470.91 ms [2022-04-12 15:28:24 main:581] : INFO : Epoch 1698 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 2469.56 ms [2022-04-12 15:28:27 main:581] : INFO : Epoch 1699 | loss: 0.0311665 | val_loss: 0.0311715 | Time: 2470.29 ms [2022-04-12 15:28:29 main:581] : INFO : Epoch 1700 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 2473.11 ms [2022-04-12 15:28:32 main:581] : INFO : Epoch 1701 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 2472.15 ms [2022-04-12 15:28:34 main:581] : INFO : Epoch 1702 | loss: 0.0311689 | val_loss: 0.0311773 | Time: 2469.99 ms [2022-04-12 15:28:37 main:581] : INFO : Epoch 1703 | loss: 0.0311676 | val_loss: 0.031173 | Time: 2471.47 ms [2022-04-12 15:28:39 main:581] : INFO : Epoch 1704 | loss: 0.031166 | val_loss: 0.0311712 | Time: 2472.15 ms [2022-04-12 15:28:42 main:581] : INFO : Epoch 1705 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 2469.93 ms [2022-04-12 15:28:44 main:581] : INFO : Epoch 1706 | loss: 0.0311666 | val_loss: 0.031172 | Time: 2470.1 ms [2022-04-12 15:28:47 main:581] : INFO : Epoch 1707 | loss: 0.0311662 | val_loss: 0.031172 | Time: 2471.07 ms [2022-04-12 15:28:49 main:581] : INFO : Epoch 1708 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 2471.59 ms [2022-04-12 15:28:51 main:581] : INFO : Epoch 1709 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 2471.06 ms [2022-04-12 15:28:54 main:581] : INFO : Epoch 1710 | loss: 0.031166 | val_loss: 0.0311712 | Time: 2471.75 ms [2022-04-12 15:28:56 main:581] : INFO : Epoch 1711 | loss: 0.031167 | val_loss: 0.0311766 | Time: 2470.58 ms [2022-04-12 15:28:59 main:581] : INFO : Epoch 1712 | loss: 0.0311706 | val_loss: 0.0311726 | Time: 2471 ms [2022-04-12 15:29:01 main:581] : INFO : Epoch 1713 | loss: 0.0311662 | val_loss: 0.0311749 | Time: 2475.11 ms [2022-04-12 15:29:04 main:581] : INFO : Epoch 1714 | loss: 0.0311675 | val_loss: 0.0311727 | Time: 2470.26 ms [2022-04-12 15:29:06 main:581] : INFO : Epoch 1715 | loss: 0.0311666 | val_loss: 0.031171 | Time: 2471.71 ms [2022-04-12 15:29:09 main:581] : INFO : Epoch 1716 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 2469.58 ms [2022-04-12 15:29:11 main:581] : INFO : Epoch 1717 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 2472.17 ms [2022-04-12 15:29:14 main:581] : INFO : Epoch 1718 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 2471.28 ms [2022-04-12 15:29:16 main:581] : INFO : Epoch 1719 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 2471.89 ms [2022-04-12 15:29:19 main:581] : INFO : Epoch 1720 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 2470.66 ms [2022-04-12 15:29:21 main:581] : INFO : Epoch 1721 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 2471.1 ms [2022-04-12 15:29:24 main:581] : INFO : Epoch 1722 | loss: 0.031171 | val_loss: 0.031177 | Time: 2473.07 ms [2022-04-12 15:29:26 main:581] : INFO : Epoch 1723 | loss: 0.0311697 | val_loss: 0.0311742 | Time: 2471.25 ms [2022-04-12 15:29:29 main:581] : INFO : Epoch 1724 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 2470.93 ms [2022-04-12 15:29:31 main:581] : INFO : Epoch 1725 | loss: 0.0311727 | val_loss: 0.0311879 | Time: 2470.51 ms [2022-04-12 15:29:33 main:581] : INFO : Epoch 1726 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 2469.93 ms [2022-04-12 15:29:36 main:581] : INFO : Epoch 1727 | loss: 0.0311685 | val_loss: 0.031177 | Time: 2472.36 ms [2022-04-12 15:29:38 main:581] : INFO : Epoch 1728 | loss: 0.031167 | val_loss: 0.031173 | Time: 2468.87 ms [2022-04-12 15:29:41 main:581] : INFO : Epoch 1729 | loss: 0.0311667 | val_loss: 0.0311723 | Time: 2474.4 ms [2022-04-12 15:29:43 main:581] : INFO : Epoch 1730 | loss: 0.031166 | val_loss: 0.0311755 | Time: 2472.08 ms [2022-04-12 15:29:46 main:581] : INFO : Epoch 1731 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2471.08 ms [2022-04-12 15:29:48 main:581] : INFO : Epoch 1732 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 2472.01 ms [2022-04-12 15:29:51 main:581] : INFO : Epoch 1733 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 2470.43 ms [2022-04-12 15:29:53 main:581] : INFO : Epoch 1734 | loss: 0.0311673 | val_loss: 0.0311717 | Time: 2473.25 ms [2022-04-12 15:29:56 main:581] : INFO : Epoch 1735 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 2470.54 ms [2022-04-12 15:29:58 main:581] : INFO : Epoch 1736 | loss: 0.0311657 | val_loss: 0.031176 | Time: 2472.53 ms [2022-04-12 15:30:01 main:581] : INFO : Epoch 1737 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 2473.32 ms [2022-04-12 15:30:03 main:581] : INFO : Epoch 1738 | loss: 0.0311678 | val_loss: 0.031174 | Time: 2473.81 ms [2022-04-12 15:30:06 main:581] : INFO : Epoch 1739 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 2473.19 ms [2022-04-12 15:30:08 main:581] : INFO : Epoch 1740 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 2473.83 ms [2022-04-12 15:30:11 main:581] : INFO : Epoch 1741 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 2473.49 ms [2022-04-12 15:30:13 main:581] : INFO : Epoch 1742 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 2470.3 ms [2022-04-12 15:30:16 main:581] : INFO : Epoch 1743 | loss: 0.0311678 | val_loss: 0.031175 | Time: 2470 ms [2022-04-12 15:30:18 main:581] : INFO : Epoch 1744 | loss: 0.0311671 | val_loss: 0.031174 | Time: 2471.05 ms [2022-04-12 15:30:20 main:581] : INFO : Epoch 1745 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 2470.34 ms [2022-04-12 15:30:23 main:581] : INFO : Epoch 1746 | loss: 0.0311648 | val_loss: 0.0311754 | Time: 2470.69 ms [2022-04-12 15:30:25 main:581] : INFO : Epoch 1747 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 2471 ms [2022-04-12 15:30:28 main:581] : INFO : Epoch 1748 | loss: 0.0311666 | val_loss: 0.0311753 | Time: 2471.25 ms [2022-04-12 15:30:30 main:581] : INFO : Epoch 1749 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 2472.06 ms [2022-04-12 15:30:33 main:581] : INFO : Epoch 1750 | loss: 0.0311646 | val_loss: 0.031174 | Time: 2471.45 ms [2022-04-12 15:30:35 main:581] : INFO : Epoch 1751 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 2470.47 ms [2022-04-12 15:30:38 main:581] : INFO : Epoch 1752 | loss: 0.0311639 | val_loss: 0.0311771 | Time: 2471.3 ms [2022-04-12 15:30:40 main:581] : INFO : Epoch 1753 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 2472.08 ms [2022-04-12 15:30:43 main:581] : INFO : Epoch 1754 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 2470.91 ms [2022-04-12 15:30:45 main:581] : INFO : Epoch 1755 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 2473.14 ms [2022-04-12 15:30:48 main:581] : INFO : Epoch 1756 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 2471.35 ms [2022-04-12 15:30:50 main:581] : INFO : Epoch 1757 | loss: 0.0311668 | val_loss: 0.0311768 | Time: 2470.3 ms [2022-04-12 15:30:53 main:581] : INFO : Epoch 1758 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 2468.95 ms [2022-04-12 15:30:55 main:581] : INFO : Epoch 1759 | loss: 0.031167 | val_loss: 0.0311743 | Time: 2470.62 ms [2022-04-12 15:30:58 main:581] : INFO : Epoch 1760 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 2471.25 ms [2022-04-12 15:31:00 main:581] : INFO : Epoch 1761 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 2475.66 ms [2022-04-12 15:31:02 main:581] : INFO : Epoch 1762 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 2471.26 ms [2022-04-12 15:31:05 main:581] : INFO : Epoch 1763 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 2473.36 ms [2022-04-12 15:31:07 main:581] : INFO : Epoch 1764 | loss: 0.031172 | val_loss: 0.0311753 | Time: 2472.88 ms [2022-04-12 15:31:10 main:581] : INFO : Epoch 1765 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2472.8 ms [2022-04-12 15:31:12 main:581] : INFO : Epoch 1766 | loss: 0.0311675 | val_loss: 0.031173 | Time: 2472.39 ms [2022-04-12 15:31:15 main:581] : INFO : Epoch 1767 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 2471.38 ms [2022-04-12 15:31:17 main:581] : INFO : Epoch 1768 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 2472.87 ms [2022-04-12 15:31:20 main:581] : INFO : Epoch 1769 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 2471.32 ms [2022-04-12 15:31:22 main:581] : INFO : Epoch 1770 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 2472.89 ms [2022-04-12 15:31:25 main:581] : INFO : Epoch 1771 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 2472.84 ms [2022-04-12 15:31:27 main:581] : INFO : Epoch 1772 | loss: 0.0311656 | val_loss: 0.0311722 | Time: 2473.43 ms [2022-04-12 15:31:30 main:581] : INFO : Epoch 1773 | loss: 0.0311646 | val_loss: 0.0311717 | Time: 2469.82 ms [2022-04-12 15:31:32 main:581] : INFO : Epoch 1774 | loss: 0.0311644 | val_loss: 0.0311741 | Time: 2470.56 ms [2022-04-12 15:31:35 main:581] : INFO : Epoch 1775 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 2472.36 ms [2022-04-12 15:31:37 main:581] : INFO : Epoch 1776 | loss: 0.0311642 | val_loss: 0.0311733 | Time: 2470.73 ms [2022-04-12 15:31:40 main:581] : INFO : Epoch 1777 | loss: 0.0311644 | val_loss: 0.031173 | Time: 2471.13 ms [2022-04-12 15:31:42 main:581] : INFO : Epoch 1778 | loss: 0.0311632 | val_loss: 0.0311742 | Time: 2473.91 ms [2022-04-12 15:31:45 main:581] : INFO : Epoch 1779 | loss: 0.0311644 | val_loss: 0.0311764 | Time: 2471.06 ms [2022-04-12 15:31:47 main:581] : INFO : Epoch 1780 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 2470.66 ms [2022-04-12 15:31:49 main:581] : INFO : Epoch 1781 | loss: 0.0311682 | val_loss: 0.0311819 | Time: 2472.51 ms [2022-04-12 15:31:52 main:581] : INFO : Epoch 1782 | loss: 0.0311747 | val_loss: 0.031179 | Time: 2470.76 ms [2022-04-12 15:31:54 main:581] : INFO : Epoch 1783 | loss: 0.031173 | val_loss: 0.0311769 | Time: 2470.01 ms [2022-04-12 15:31:57 main:581] : INFO : Epoch 1784 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 2474.02 ms [2022-04-12 15:31:59 main:581] : INFO : Epoch 1785 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 2474 ms [2022-04-12 15:32:02 main:581] : INFO : Epoch 1786 | loss: 0.0311658 | val_loss: 0.0311707 | Time: 2472.56 ms [2022-04-12 15:32:04 main:581] : INFO : Epoch 1787 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 2474.08 ms [2022-04-12 15:32:07 main:581] : INFO : Epoch 1788 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 2471.79 ms [2022-04-12 15:32:09 main:581] : INFO : Epoch 1789 | loss: 0.0311643 | val_loss: 0.03117 | Time: 2472.15 ms [2022-04-12 15:32:12 main:581] : INFO : Epoch 1790 | loss: 0.031163 | val_loss: 0.0311701 | Time: 2471.79 ms [2022-04-12 15:32:14 main:581] : INFO : Epoch 1791 | loss: 0.0311624 | val_loss: 0.03117 | Time: 2471.55 ms [2022-04-12 15:32:17 main:581] : INFO : Epoch 1792 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 2470.82 ms [2022-04-12 15:32:19 main:581] : INFO : Epoch 1793 | loss: 0.0311636 | val_loss: 0.0311712 | Time: 2470.2 ms [2022-04-12 15:32:22 main:581] : INFO : Epoch 1794 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 2470.65 ms [2022-04-12 15:32:24 main:581] : INFO : Epoch 1795 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 2469.84 ms [2022-04-12 15:32:27 main:581] : INFO : Epoch 1796 | loss: 0.0311617 | val_loss: 0.0311705 | Time: 2471.32 ms [2022-04-12 15:32:29 main:581] : INFO : Epoch 1797 | loss: 0.0311622 | val_loss: 0.0311737 | Time: 2471.23 ms [2022-04-12 15:32:31 main:581] : INFO : Epoch 1798 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 2469.17 ms [2022-04-12 15:32:34 main:581] : INFO : Epoch 1799 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 2471.4 ms [2022-04-12 15:32:36 main:581] : INFO : Epoch 1800 | loss: 0.0311651 | val_loss: 0.0311732 | Time: 2471.78 ms [2022-04-12 15:32:39 main:581] : INFO : Epoch 1801 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 2472.13 ms [2022-04-12 15:32:41 main:581] : INFO : Epoch 1802 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 2476.22 ms [2022-04-12 15:32:44 main:581] : INFO : Epoch 1803 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 2469.13 ms [2022-04-12 15:32:46 main:581] : INFO : Epoch 1804 | loss: 0.031162 | val_loss: 0.0311778 | Time: 2470.11 ms [2022-04-12 15:32:49 main:581] : INFO : Epoch 1805 | loss: 0.0311619 | val_loss: 0.031171 | Time: 2473.06 ms [2022-04-12 15:32:51 main:581] : INFO : Epoch 1806 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 2470.29 ms [2022-04-12 15:32:54 main:581] : INFO : Epoch 1807 | loss: 0.031161 | val_loss: 0.031171 | Time: 2469.67 ms [2022-04-12 15:32:56 main:581] : INFO : Epoch 1808 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 2472.67 ms [2022-04-12 15:32:59 main:581] : INFO : Epoch 1809 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 2473.42 ms [2022-04-12 15:33:01 main:581] : INFO : Epoch 1810 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 2471.42 ms [2022-04-12 15:33:04 main:581] : INFO : Epoch 1811 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 2474.53 ms [2022-04-12 15:33:06 main:581] : INFO : Epoch 1812 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 2474.19 ms [2022-04-12 15:33:09 main:581] : INFO : Epoch 1813 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 2473.2 ms [2022-04-12 15:33:11 main:581] : INFO : Epoch 1814 | loss: 0.0311624 | val_loss: 0.0311747 | Time: 2472.39 ms [2022-04-12 15:33:14 main:581] : INFO : Epoch 1815 | loss: 0.0311622 | val_loss: 0.031173 | Time: 2472.47 ms [2022-04-12 15:33:16 main:581] : INFO : Epoch 1816 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 2472.2 ms [2022-04-12 15:33:18 main:581] : INFO : Epoch 1817 | loss: 0.0311616 | val_loss: 0.0311741 | Time: 2473.28 ms [2022-04-12 15:33:21 main:581] : INFO : Epoch 1818 | loss: 0.0311613 | val_loss: 0.0311723 | Time: 2471.38 ms [2022-04-12 15:33:23 main:581] : INFO : Epoch 1819 | loss: 0.03116 | val_loss: 0.0311723 | Time: 2470.64 ms [2022-04-12 15:33:26 main:581] : INFO : Epoch 1820 | loss: 0.0311592 | val_loss: 0.0311742 | Time: 2471.67 ms [2022-04-12 15:33:28 main:581] : INFO : Epoch 1821 | loss: 0.0311599 | val_loss: 0.031172 | Time: 2470.8 ms [2022-04-12 15:33:31 main:581] : INFO : Epoch 1822 | loss: 0.0311589 | val_loss: 0.0311719 | Time: 2472.94 ms [2022-04-12 15:33:33 main:581] : INFO : Epoch 1823 | loss: 0.0311592 | val_loss: 0.0311732 | Time: 2472.04 ms [2022-04-12 15:33:36 main:581] : INFO : Epoch 1824 | loss: 0.0311592 | val_loss: 0.0311721 | Time: 2473.78 ms [2022-04-12 15:33:38 main:581] : INFO : Epoch 1825 | loss: 0.0311587 | val_loss: 0.0311731 | Time: 2471.42 ms [2022-04-12 15:33:41 main:581] : INFO : Epoch 1826 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 2472.31 ms [2022-04-12 15:33:43 main:581] : INFO : Epoch 1827 | loss: 0.031159 | val_loss: 0.0311714 | Time: 2471.39 ms [2022-04-12 15:33:46 main:581] : INFO : Epoch 1828 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 2471.54 ms [2022-04-12 15:33:48 main:581] : INFO : Epoch 1829 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 2472.9 ms [2022-04-12 15:33:51 main:581] : INFO : Epoch 1830 | loss: 0.0311588 | val_loss: 0.031171 | Time: 2471.47 ms [2022-04-12 15:33:53 main:581] : INFO : Epoch 1831 | loss: 0.031159 | val_loss: 0.0311722 | Time: 2471.92 ms [2022-04-12 15:33:56 main:581] : INFO : Epoch 1832 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 2472.13 ms [2022-04-12 15:33:58 main:581] : INFO : Epoch 1833 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 2471.61 ms [2022-04-12 15:34:00 main:581] : INFO : Epoch 1834 | loss: 0.0311601 | val_loss: 0.0311749 | Time: 2473.86 ms [2022-04-12 15:34:03 main:581] : INFO : Epoch 1835 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 2473.17 ms [2022-04-12 15:34:05 main:581] : INFO : Epoch 1836 | loss: 0.03116 | val_loss: 0.0311727 | Time: 2471.29 ms [2022-04-12 15:34:08 main:581] : INFO : Epoch 1837 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 2470.63 ms [2022-04-12 15:34:10 main:581] : INFO : Epoch 1838 | loss: 0.0311599 | val_loss: 0.0311717 | Time: 2473.13 ms [2022-04-12 15:34:13 main:581] : INFO : Epoch 1839 | loss: 0.0311596 | val_loss: 0.0311736 | Time: 2472.3 ms [2022-04-12 15:34:15 main:581] : INFO : Epoch 1840 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 2472.45 ms [2022-04-12 15:34:18 main:581] : INFO : Epoch 1841 | loss: 0.0311603 | val_loss: 0.031172 | Time: 2471.25 ms [2022-04-12 15:34:20 main:581] : INFO : Epoch 1842 | loss: 0.0311612 | val_loss: 0.0311746 | Time: 2474.32 ms [2022-04-12 15:34:23 main:581] : INFO : Epoch 1843 | loss: 0.0311621 | val_loss: 0.0311757 | Time: 2471.18 ms [2022-04-12 15:34:25 main:581] : INFO : Epoch 1844 | loss: 0.0311614 | val_loss: 0.031172 | Time: 2473.51 ms [2022-04-12 15:34:28 main:581] : INFO : Epoch 1845 | loss: 0.0322794 | val_loss: 0.031566 | Time: 2470.97 ms [2022-04-12 15:34:30 main:581] : INFO : Epoch 1846 | loss: 0.0342501 | val_loss: 0.0316441 | Time: 2472.79 ms [2022-04-12 15:34:33 main:581] : INFO : Epoch 1847 | loss: 0.0314443 | val_loss: 0.0312766 | Time: 2472.01 ms [2022-04-12 15:34:35 main:581] : INFO : Epoch 1848 | loss: 0.0312445 | val_loss: 0.0312181 | Time: 2473.65 ms [2022-04-12 15:34:38 main:581] : INFO : Epoch 1849 | loss: 0.0312127 | val_loss: 0.0312015 | Time: 2470.68 ms [2022-04-12 15:34:40 main:581] : INFO : Epoch 1850 | loss: 0.0311987 | val_loss: 0.0311944 | Time: 2470.33 ms [2022-04-12 15:34:43 main:581] : INFO : Epoch 1851 | loss: 0.0311925 | val_loss: 0.031191 | Time: 2469.99 ms [2022-04-12 15:34:45 main:581] : INFO : Epoch 1852 | loss: 0.0311893 | val_loss: 0.0311879 | Time: 2473.14 ms [2022-04-12 15:34:47 main:581] : INFO : Epoch 1853 | loss: 0.0311891 | val_loss: 0.0311868 | Time: 2472.18 ms [2022-04-12 15:34:50 main:581] : INFO : Epoch 1854 | loss: 0.0311883 | val_loss: 0.0311873 | Time: 2470.97 ms [2022-04-12 15:34:52 main:581] : INFO : Epoch 1855 | loss: 0.0311858 | val_loss: 0.0311861 | Time: 2472.33 ms [2022-04-12 15:34:55 main:581] : INFO : Epoch 1856 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 2472.3 ms [2022-04-12 15:34:57 main:581] : INFO : Epoch 1857 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 2472.79 ms [2022-04-12 15:35:00 main:581] : INFO : Epoch 1858 | loss: 0.0311857 | val_loss: 0.0311888 | Time: 2473.7 ms [2022-04-12 15:35:02 main:581] : INFO : Epoch 1859 | loss: 0.0311855 | val_loss: 0.0311842 | Time: 2471.85 ms [2022-04-12 15:35:05 main:581] : INFO : Epoch 1860 | loss: 0.0311838 | val_loss: 0.0311838 | Time: 2473.33 ms [2022-04-12 15:35:07 main:581] : INFO : Epoch 1861 | loss: 0.0311833 | val_loss: 0.0311841 | Time: 2470.75 ms [2022-04-12 15:35:10 main:581] : INFO : Epoch 1862 | loss: 0.0311829 | val_loss: 0.031184 | Time: 2474.78 ms [2022-04-12 15:35:12 main:581] : INFO : Epoch 1863 | loss: 0.0311829 | val_loss: 0.0311838 | Time: 2472.71 ms [2022-04-12 15:35:15 main:581] : INFO : Epoch 1864 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 2469.78 ms [2022-04-12 15:35:17 main:581] : INFO : Epoch 1865 | loss: 0.0311825 | val_loss: 0.0311851 | Time: 2470.48 ms [2022-04-12 15:35:20 main:581] : INFO : Epoch 1866 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 2473.96 ms [2022-04-12 15:35:22 main:581] : INFO : Epoch 1867 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 2470.98 ms [2022-04-12 15:35:25 main:581] : INFO : Epoch 1868 | loss: 0.0311819 | val_loss: 0.0311832 | Time: 2471.19 ms [2022-04-12 15:35:27 main:581] : INFO : Epoch 1869 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 2474.48 ms [2022-04-12 15:35:29 main:581] : INFO : Epoch 1870 | loss: 0.0311813 | val_loss: 0.0311821 | Time: 2471.14 ms [2022-04-12 15:35:32 main:581] : INFO : Epoch 1871 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 2469.9 ms [2022-04-12 15:35:34 main:581] : INFO : Epoch 1872 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 2470.71 ms [2022-04-12 15:35:37 main:581] : INFO : Epoch 1873 | loss: 0.0311802 | val_loss: 0.0311815 | Time: 2471.36 ms [2022-04-12 15:35:39 main:581] : INFO : Epoch 1874 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 2473.52 ms [2022-04-12 15:35:42 main:581] : INFO : Epoch 1875 | loss: 0.0311819 | val_loss: 0.0311832 | Time: 2471.31 ms [2022-04-12 15:35:44 main:581] : INFO : Epoch 1876 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 2471.71 ms [2022-04-12 15:35:47 main:581] : INFO : Epoch 1877 | loss: 0.0311754 | val_loss: 0.0311769 | Time: 2470.86 ms [2022-04-12 15:35:49 main:581] : INFO : Epoch 1878 | loss: 0.0311736 | val_loss: 0.0311749 | Time: 2471.72 ms [2022-04-12 15:35:52 main:581] : INFO : Epoch 1879 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 2471.14 ms [2022-04-12 15:35:54 main:581] : INFO : Epoch 1880 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 2470.76 ms [2022-04-12 15:35:57 main:581] : INFO : Epoch 1881 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2470.12 ms [2022-04-12 15:35:59 main:581] : INFO : Epoch 1882 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 2472.71 ms [2022-04-12 15:36:02 main:581] : INFO : Epoch 1883 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 2474.26 ms [2022-04-12 15:36:04 main:581] : INFO : Epoch 1884 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 2471.82 ms [2022-04-12 15:36:07 main:581] : INFO : Epoch 1885 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 2469.02 ms [2022-04-12 15:36:09 main:581] : INFO : Epoch 1886 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 2472.94 ms [2022-04-12 15:36:12 main:581] : INFO : Epoch 1887 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 2471.8 ms [2022-04-12 15:36:14 main:581] : INFO : Epoch 1888 | loss: 0.0311654 | val_loss: 0.0311728 | Time: 2474.34 ms [2022-04-12 15:36:16 main:581] : INFO : Epoch 1889 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 2469.62 ms [2022-04-12 15:36:19 main:581] : INFO : Epoch 1890 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 2474.45 ms [2022-04-12 15:36:21 main:581] : INFO : Epoch 1891 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 2470.55 ms [2022-04-12 15:36:24 main:581] : INFO : Epoch 1892 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 2471.01 ms [2022-04-12 15:36:26 main:581] : INFO : Epoch 1893 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 2471.37 ms [2022-04-12 15:36:29 main:581] : INFO : Epoch 1894 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 2471.02 ms [2022-04-12 15:36:31 main:581] : INFO : Epoch 1895 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 2473.24 ms [2022-04-12 15:36:34 main:581] : INFO : Epoch 1896 | loss: 0.0311638 | val_loss: 0.0311737 | Time: 2470.94 ms [2022-04-12 15:36:36 main:581] : INFO : Epoch 1897 | loss: 0.0311636 | val_loss: 0.0311717 | Time: 2471.18 ms [2022-04-12 15:36:39 main:581] : INFO : Epoch 1898 | loss: 0.031163 | val_loss: 0.0311726 | Time: 2472.7 ms [2022-04-12 15:36:41 main:581] : INFO : Epoch 1899 | loss: 0.0311641 | val_loss: 0.0311738 | Time: 2472.38 ms [2022-04-12 15:36:44 main:581] : INFO : Epoch 1900 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 2470.37 ms [2022-04-12 15:36:46 main:581] : INFO : Epoch 1901 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 2471.1 ms [2022-04-12 15:36:49 main:581] : INFO : Epoch 1902 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 2470.36 ms [2022-04-12 15:36:51 main:581] : INFO : Epoch 1903 | loss: 0.0311624 | val_loss: 0.031173 | Time: 2470.58 ms [2022-04-12 15:36:54 main:581] : INFO : Epoch 1904 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 2470.96 ms [2022-04-12 15:36:56 main:581] : INFO : Epoch 1905 | loss: 0.0311624 | val_loss: 0.0311717 | Time: 2470.98 ms [2022-04-12 15:36:58 main:581] : INFO : Epoch 1906 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 2471.05 ms [2022-04-12 15:37:01 main:581] : INFO : Epoch 1907 | loss: 0.0311613 | val_loss: 0.031171 | Time: 2476.15 ms [2022-04-12 15:37:03 main:581] : INFO : Epoch 1908 | loss: 0.0311617 | val_loss: 0.0311737 | Time: 2471.55 ms [2022-04-12 15:37:06 main:581] : INFO : Epoch 1909 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 2471.47 ms [2022-04-12 15:37:08 main:581] : INFO : Epoch 1910 | loss: 0.031161 | val_loss: 0.0311713 | Time: 2471.21 ms [2022-04-12 15:37:11 main:581] : INFO : Epoch 1911 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 2473.64 ms [2022-04-12 15:37:13 main:581] : INFO : Epoch 1912 | loss: 0.03116 | val_loss: 0.0311721 | Time: 2470.16 ms [2022-04-12 15:37:16 main:581] : INFO : Epoch 1913 | loss: 0.03116 | val_loss: 0.0311714 | Time: 2469.8 ms [2022-04-12 15:37:18 main:581] : INFO : Epoch 1914 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 2472.73 ms [2022-04-12 15:37:21 main:581] : INFO : Epoch 1915 | loss: 0.03116 | val_loss: 0.0311709 | Time: 2471.18 ms [2022-04-12 15:37:23 main:581] : INFO : Epoch 1916 | loss: 0.0311596 | val_loss: 0.031171 | Time: 2473.66 ms [2022-04-12 15:37:26 main:581] : INFO : Epoch 1917 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 2471.61 ms [2022-04-12 15:37:28 main:581] : INFO : Epoch 1918 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 2472.28 ms [2022-04-12 15:37:31 main:581] : INFO : Epoch 1919 | loss: 0.031161 | val_loss: 0.0311724 | Time: 2470.03 ms [2022-04-12 15:37:33 main:581] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311732 | Time: 2471.65 ms [2022-04-12 15:37:36 main:581] : INFO : Epoch 1921 | loss: 0.0311609 | val_loss: 0.0311718 | Time: 2471.49 ms [2022-04-12 15:37:38 main:581] : INFO : Epoch 1922 | loss: 0.031159 | val_loss: 0.0311713 | Time: 2470.36 ms [2022-04-12 15:37:41 main:581] : INFO : Epoch 1923 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 2473.73 ms [2022-04-12 15:37:43 main:581] : INFO : Epoch 1924 | loss: 0.0311601 | val_loss: 0.03117 | Time: 2470.94 ms [2022-04-12 15:37:45 main:581] : INFO : Epoch 1925 | loss: 0.0311587 | val_loss: 0.0311706 | Time: 2470.32 ms [2022-04-12 15:37:48 main:581] : INFO : Epoch 1926 | loss: 0.0311577 | val_loss: 0.0311693 | Time: 2471.32 ms [2022-04-12 15:37:50 main:581] : INFO : Epoch 1927 | loss: 0.0311579 | val_loss: 0.0311705 | Time: 2472.18 ms [2022-04-12 15:37:53 main:581] : INFO : Epoch 1928 | loss: 0.031157 | val_loss: 0.0311705 | Time: 2471.26 ms [2022-04-12 15:37:55 main:581] : INFO : Epoch 1929 | loss: 0.0311569 | val_loss: 0.0311697 | Time: 2468.78 ms [2022-04-12 15:37:58 main:581] : INFO : Epoch 1930 | loss: 0.0311562 | val_loss: 0.0311715 | Time: 2469.28 ms [2022-04-12 15:38:00 main:581] : INFO : Epoch 1931 | loss: 0.0311576 | val_loss: 0.0311723 | Time: 2472.43 ms [2022-04-12 15:38:03 main:581] : INFO : Epoch 1932 | loss: 0.0311559 | val_loss: 0.0311698 | Time: 2469.63 ms [2022-04-12 15:38:05 main:581] : INFO : Epoch 1933 | loss: 0.0311563 | val_loss: 0.031174 | Time: 2470.51 ms [2022-04-12 15:38:08 main:581] : INFO : Epoch 1934 | loss: 0.0311568 | val_loss: 0.0311694 | Time: 2470.41 ms [2022-04-12 15:38:10 main:581] : INFO : Epoch 1935 | loss: 0.0311571 | val_loss: 0.0311684 | Time: 2471.92 ms [2022-04-12 15:38:13 main:581] : INFO : Epoch 1936 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 2470.48 ms [2022-04-12 15:38:15 main:581] : INFO : Epoch 1937 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 2469.84 ms [2022-04-12 15:38:18 main:581] : INFO : Epoch 1938 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 2471.82 ms [2022-04-12 15:38:20 main:581] : INFO : Epoch 1939 | loss: 0.0311559 | val_loss: 0.0311699 | Time: 2471.38 ms [2022-04-12 15:38:23 main:581] : INFO : Epoch 1940 | loss: 0.0311569 | val_loss: 0.0311678 | Time: 2472.24 ms [2022-04-12 15:38:25 main:581] : INFO : Epoch 1941 | loss: 0.0311561 | val_loss: 0.0311682 | Time: 2469.9 ms [2022-04-12 15:38:27 main:581] : INFO : Epoch 1942 | loss: 0.0311549 | val_loss: 0.0311673 | Time: 2471.67 ms [2022-04-12 15:38:30 main:581] : INFO : Epoch 1943 | loss: 0.0311561 | val_loss: 0.03117 | Time: 2469.45 ms [2022-04-12 15:38:32 main:581] : INFO : Epoch 1944 | loss: 0.0311549 | val_loss: 0.031168 | Time: 2470.47 ms [2022-04-12 15:38:35 main:581] : INFO : Epoch 1945 | loss: 0.0311551 | val_loss: 0.0311677 | Time: 2471.21 ms [2022-04-12 15:38:37 main:581] : INFO : Epoch 1946 | loss: 0.0311547 | val_loss: 0.031168 | Time: 2471.47 ms [2022-04-12 15:38:40 main:581] : INFO : Epoch 1947 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 2471.28 ms [2022-04-12 15:38:42 main:581] : INFO : Epoch 1948 | loss: 0.0311539 | val_loss: 0.0311685 | Time: 2471.6 ms [2022-04-12 15:38:45 main:581] : INFO : Epoch 1949 | loss: 0.0311548 | val_loss: 0.0311677 | Time: 2469.37 ms [2022-04-12 15:38:47 main:581] : INFO : Epoch 1950 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 2471.84 ms [2022-04-12 15:38:50 main:581] : INFO : Epoch 1951 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 2471.97 ms [2022-04-12 15:38:52 main:581] : INFO : Epoch 1952 | loss: 0.0311578 | val_loss: 0.0311679 | Time: 2471.81 ms [2022-04-12 15:38:55 main:581] : INFO : Epoch 1953 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 2470.2 ms [2022-04-12 15:38:57 main:581] : INFO : Epoch 1954 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 2471.56 ms [2022-04-12 15:39:00 main:581] : INFO : Epoch 1955 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 2471.47 ms [2022-04-12 15:39:02 main:581] : INFO : Epoch 1956 | loss: 0.0311549 | val_loss: 0.031169 | Time: 2473.75 ms [2022-04-12 15:39:05 main:581] : INFO : Epoch 1957 | loss: 0.0311553 | val_loss: 0.0311681 | Time: 2470.44 ms [2022-04-12 15:39:07 main:581] : INFO : Epoch 1958 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 2470.93 ms [2022-04-12 15:39:09 main:581] : INFO : Epoch 1959 | loss: 0.0311547 | val_loss: 0.0311667 | Time: 2471.46 ms [2022-04-12 15:39:12 main:581] : INFO : Epoch 1960 | loss: 0.031153 | val_loss: 0.031167 | Time: 2470.4 ms [2022-04-12 15:39:14 main:581] : INFO : Epoch 1961 | loss: 0.0311529 | val_loss: 0.0311684 | Time: 2470.37 ms [2022-04-12 15:39:17 main:581] : INFO : Epoch 1962 | loss: 0.0311527 | val_loss: 0.031168 | Time: 2469.19 ms [2022-04-12 15:39:19 main:581] : INFO : Epoch 1963 | loss: 0.0311531 | val_loss: 0.0311694 | Time: 2471.22 ms [2022-04-12 15:39:22 main:581] : INFO : Epoch 1964 | loss: 0.0311554 | val_loss: 0.0311679 | Time: 2469.02 ms [2022-04-12 15:39:24 main:581] : INFO : Epoch 1965 | loss: 0.0311567 | val_loss: 0.0311715 | Time: 2471.23 ms [2022-04-12 15:39:27 main:581] : INFO : Epoch 1966 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 2471.78 ms [2022-04-12 15:39:29 main:581] : INFO : Epoch 1967 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 2471.52 ms [2022-04-12 15:39:32 main:581] : INFO : Epoch 1968 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 2470.77 ms [2022-04-12 15:39:34 main:581] : INFO : Epoch 1969 | loss: 0.0311531 | val_loss: 0.031167 | Time: 2471.64 ms [2022-04-12 15:39:37 main:581] : INFO : Epoch 1970 | loss: 0.031154 | val_loss: 0.0311676 | Time: 2473.42 ms [2022-04-12 15:39:39 main:581] : INFO : Epoch 1971 | loss: 0.0311541 | val_loss: 0.0311678 | Time: 2470.24 ms [2022-04-12 15:39:42 main:581] : INFO : Epoch 1972 | loss: 0.0311527 | val_loss: 0.0311672 | Time: 2473.35 ms [2022-04-12 15:39:44 main:581] : INFO : Epoch 1973 | loss: 0.0311529 | val_loss: 0.0311675 | Time: 2470.9 ms [2022-04-12 15:39:47 main:581] : INFO : Epoch 1974 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 2471.13 ms [2022-04-12 15:39:49 main:581] : INFO : Epoch 1975 | loss: 0.0311523 | val_loss: 0.0311676 | Time: 2469.5 ms [2022-04-12 15:39:51 main:581] : INFO : Epoch 1976 | loss: 0.0311521 | val_loss: 0.031169 | Time: 2471.18 ms [2022-04-12 15:39:54 main:581] : INFO : Epoch 1977 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 2471.03 ms [2022-04-12 15:39:56 main:581] : INFO : Epoch 1978 | loss: 0.0311513 | val_loss: 0.0311684 | Time: 2470.26 ms [2022-04-12 15:39:59 main:581] : INFO : Epoch 1979 | loss: 0.0311513 | val_loss: 0.0311677 | Time: 2472.98 ms [2022-04-12 15:40:01 main:581] : INFO : Epoch 1980 | loss: 0.0311503 | val_loss: 0.0311667 | Time: 2471.75 ms [2022-04-12 15:40:04 main:581] : INFO : Epoch 1981 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 2472.9 ms [2022-04-12 15:40:06 main:581] : INFO : Epoch 1982 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 2473.41 ms [2022-04-12 15:40:09 main:581] : INFO : Epoch 1983 | loss: 0.0311547 | val_loss: 0.0311688 | Time: 2470.87 ms [2022-04-12 15:40:11 main:581] : INFO : Epoch 1984 | loss: 0.0311553 | val_loss: 0.0311703 | Time: 2474.84 ms [2022-04-12 15:40:14 main:581] : INFO : Epoch 1985 | loss: 0.0311566 | val_loss: 0.0311714 | Time: 2472.23 ms [2022-04-12 15:40:16 main:581] : INFO : Epoch 1986 | loss: 0.0311545 | val_loss: 0.0311688 | Time: 2471.73 ms [2022-04-12 15:40:19 main:581] : INFO : Epoch 1987 | loss: 0.0311538 | val_loss: 0.0311693 | Time: 2470.4 ms [2022-04-12 15:40:21 main:581] : INFO : Epoch 1988 | loss: 0.0311531 | val_loss: 0.0311726 | Time: 2470.19 ms [2022-04-12 15:40:24 main:581] : INFO : Epoch 1989 | loss: 0.0311525 | val_loss: 0.0311687 | Time: 2471.41 ms [2022-04-12 15:40:26 main:581] : INFO : Epoch 1990 | loss: 0.0311528 | val_loss: 0.0311672 | Time: 2469.78 ms [2022-04-12 15:40:29 main:581] : INFO : Epoch 1991 | loss: 0.0311535 | val_loss: 0.0311702 | Time: 2472.3 ms [2022-04-12 15:40:31 main:581] : INFO : Epoch 1992 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 2471.8 ms [2022-04-12 15:40:34 main:581] : INFO : Epoch 1993 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 2470.87 ms [2022-04-12 15:40:36 main:581] : INFO : Epoch 1994 | loss: 0.031151 | val_loss: 0.0311662 | Time: 2470.97 ms [2022-04-12 15:40:38 main:581] : INFO : Epoch 1995 | loss: 0.0311513 | val_loss: 0.031166 | Time: 2470.95 ms [2022-04-12 15:40:41 main:581] : INFO : Epoch 1996 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 2470.6 ms [2022-04-12 15:40:43 main:581] : INFO : Epoch 1997 | loss: 0.0311508 | val_loss: 0.0311669 | Time: 2471.27 ms [2022-04-12 15:40:46 main:581] : INFO : Epoch 1998 | loss: 0.0311511 | val_loss: 0.0311669 | Time: 2472.61 ms [2022-04-12 15:40:48 main:581] : INFO : Epoch 1999 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 2471.14 ms [2022-04-12 15:40:51 main:581] : INFO : Epoch 2000 | loss: 0.0311517 | val_loss: 0.0311673 | Time: 2473.05 ms [2022-04-12 15:40:53 main:581] : INFO : Epoch 2001 | loss: 0.0311507 | val_loss: 0.0311671 | Time: 2470.24 ms [2022-04-12 15:40:56 main:581] : INFO : Epoch 2002 | loss: 0.0311499 | val_loss: 0.03117 | Time: 2471.53 ms [2022-04-12 15:40:58 main:581] : INFO : Epoch 2003 | loss: 0.0311523 | val_loss: 0.0311686 | Time: 2470.5 ms [2022-04-12 15:41:01 main:581] : INFO : Epoch 2004 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 2473.63 ms [2022-04-12 15:41:03 main:581] : INFO : Epoch 2005 | loss: 0.0311531 | val_loss: 0.0311667 | Time: 2473.23 ms [2022-04-12 15:41:06 main:581] : INFO : Epoch 2006 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 2470.32 ms [2022-04-12 15:41:08 main:581] : INFO : Epoch 2007 | loss: 0.0311527 | val_loss: 0.0311658 | Time: 2469.98 ms [2022-04-12 15:41:11 main:581] : INFO : Epoch 2008 | loss: 0.0311512 | val_loss: 0.0311657 | Time: 2470.1 ms [2022-04-12 15:41:13 main:581] : INFO : Epoch 2009 | loss: 0.0311502 | val_loss: 0.0311676 | Time: 2474.88 ms [2022-04-12 15:41:16 main:581] : INFO : Epoch 2010 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 2470.59 ms [2022-04-12 15:41:18 main:581] : INFO : Epoch 2011 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 2472.57 ms [2022-04-12 15:41:20 main:581] : INFO : Epoch 2012 | loss: 0.0311498 | val_loss: 0.0311664 | Time: 2470.87 ms [2022-04-12 15:41:23 main:581] : INFO : Epoch 2013 | loss: 0.0311487 | val_loss: 0.0311672 | Time: 2469.99 ms [2022-04-12 15:41:25 main:581] : INFO : Epoch 2014 | loss: 0.0311496 | val_loss: 0.0311651 | Time: 2470.84 ms [2022-04-12 15:41:28 main:581] : INFO : Epoch 2015 | loss: 0.0311509 | val_loss: 0.0311646 | Time: 2473.74 ms [2022-04-12 15:41:30 main:581] : INFO : Epoch 2016 | loss: 0.0311528 | val_loss: 0.0311632 | Time: 2472.32 ms [2022-04-12 15:41:33 main:581] : INFO : Epoch 2017 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 2469.11 ms [2022-04-12 15:41:35 main:581] : INFO : Epoch 2018 | loss: 0.031152 | val_loss: 0.0311654 | Time: 2472.76 ms [2022-04-12 15:41:38 main:581] : INFO : Epoch 2019 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 2471.4 ms [2022-04-12 15:41:40 main:581] : INFO : Epoch 2020 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 2470.12 ms [2022-04-12 15:41:43 main:581] : INFO : Epoch 2021 | loss: 0.0311507 | val_loss: 0.0311646 | Time: 2472.56 ms [2022-04-12 15:41:45 main:581] : INFO : Epoch 2022 | loss: 0.0311525 | val_loss: 0.0311641 | Time: 2471.08 ms [2022-04-12 15:41:48 main:581] : INFO : Epoch 2023 | loss: 0.0311518 | val_loss: 0.0311633 | Time: 2472.14 ms [2022-04-12 15:41:50 main:581] : INFO : Epoch 2024 | loss: 0.0311518 | val_loss: 0.0311645 | Time: 2470.87 ms [2022-04-12 15:41:53 main:581] : INFO : Epoch 2025 | loss: 0.0311517 | val_loss: 0.0311657 | Time: 2470.63 ms [2022-04-12 15:41:55 main:581] : INFO : Epoch 2026 | loss: 0.0311514 | val_loss: 0.0311658 | Time: 2469.57 ms [2022-04-12 15:41:58 main:581] : INFO : Epoch 2027 | loss: 0.0311515 | val_loss: 0.0311635 | Time: 2473.72 ms [2022-04-12 15:42:00 main:581] : INFO : Epoch 2028 | loss: 0.0311504 | val_loss: 0.0311645 | Time: 2473.33 ms [2022-04-12 15:42:02 main:581] : INFO : Epoch 2029 | loss: 0.0311498 | val_loss: 0.0311662 | Time: 2472.47 ms [2022-04-12 15:42:05 main:581] : INFO : Epoch 2030 | loss: 0.0311498 | val_loss: 0.0311666 | Time: 2474.93 ms [2022-04-12 15:42:07 main:581] : INFO : Epoch 2031 | loss: 0.0311489 | val_loss: 0.031165 | Time: 2470.37 ms [2022-04-12 15:42:10 main:581] : INFO : Epoch 2032 | loss: 0.031152 | val_loss: 0.0311675 | Time: 2471.56 ms [2022-04-12 15:42:12 main:581] : INFO : Epoch 2033 | loss: 0.0311518 | val_loss: 0.0311669 | Time: 2472.41 ms [2022-04-12 15:42:15 main:581] : INFO : Epoch 2034 | loss: 0.03115 | val_loss: 0.0311652 | Time: 2469.99 ms [2022-04-12 15:42:17 main:581] : INFO : Epoch 2035 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 2470.16 ms [2022-04-12 15:42:20 main:581] : INFO : Epoch 2036 | loss: 0.031149 | val_loss: 0.0311654 | Time: 2471.05 ms [2022-04-12 15:42:22 main:581] : INFO : Epoch 2037 | loss: 0.031149 | val_loss: 0.0311679 | Time: 2471.7 ms [2022-04-12 15:42:25 main:581] : INFO : Epoch 2038 | loss: 0.0311495 | val_loss: 0.0311627 | Time: 2471.41 ms [2022-04-12 15:42:27 main:581] : INFO : Epoch 2039 | loss: 0.0311497 | val_loss: 0.0311645 | Time: 2471.48 ms [2022-04-12 15:42:30 main:581] : INFO : Epoch 2040 | loss: 0.031149 | val_loss: 0.0311653 | Time: 2470.87 ms [2022-04-12 15:42:32 main:581] : INFO : Epoch 2041 | loss: 0.0311513 | val_loss: 0.0311701 | Time: 2469.44 ms [2022-04-12 15:42:35 main:581] : INFO : Epoch 2042 | loss: 0.0311505 | val_loss: 0.0311699 | Time: 2471.44 ms [2022-04-12 15:42:37 main:581] : INFO : Epoch 2043 | loss: 0.0311508 | val_loss: 0.0311667 | Time: 2471.07 ms [2022-04-12 15:42:40 main:581] : INFO : Epoch 2044 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 2472.18 ms [2022-04-12 15:42:42 main:581] : INFO : Epoch 2045 | loss: 0.0311499 | val_loss: 0.0311661 | Time: 2473.18 ms [2022-04-12 15:42:45 main:581] : INFO : Epoch 2046 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 2471.51 ms [2022-04-12 15:42:47 main:581] : INFO : Epoch 2047 | loss: 0.031149 | val_loss: 0.0311697 | Time: 2470.71 ms [2022-04-12 15:42:49 main:581] : INFO : Epoch 2048 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 2470.25 ms [2022-04-12 15:42:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311681 [2022-04-12 15:42:49 main:610] : INFO : Saving end state to config to file [2022-04-12 15:42:49 main:615] : INFO : Success, exiting.. 15:42:49 (101930): 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)