Task 5027820
| Name | ParityModified-1617074724-22042-3_0 |
| Workunit | 3012797 |
| Created | 16 Apr 2021, 18:47:18 UTC |
| Sent | 22 Apr 2021, 20:59:00 UTC |
| Report deadline | 29 Apr 2021, 20:59:00 UTC |
| Received | 26 Apr 2021, 13:47:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min 57 sec |
| CPU time | 1 hours 32 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311355 | val_loss: 0.0311491 | Time: 2703.83 ms [2021-04-26 15:23:32 main:574] : INFO : Epoch 1543 | loss: 0.031134 | val_loss: 0.0311483 | Time: 2708.42 ms [2021-04-26 15:23:34 main:574] : INFO : Epoch 1544 | loss: 0.0311334 | val_loss: 0.0311476 | Time: 2706.46 ms [2021-04-26 15:23:37 main:574] : INFO : Epoch 1545 | loss: 0.0311345 | val_loss: 0.0311463 | Time: 2704.53 ms [2021-04-26 15:23:40 main:574] : INFO : Epoch 1546 | loss: 0.0311341 | val_loss: 0.0311471 | Time: 2703.92 ms [2021-04-26 15:23:43 main:574] : INFO : Epoch 1547 | loss: 0.0311334 | val_loss: 0.0311475 | Time: 2705.99 ms [2021-04-26 15:23:45 main:574] : INFO : Epoch 1548 | loss: 0.031133 | val_loss: 0.0311463 | Time: 2716.19 ms [2021-04-26 15:23:48 main:574] : INFO : Epoch 1549 | loss: 0.0311321 | val_loss: 0.0311466 | Time: 2713.66 ms [2021-04-26 15:23:51 main:574] : INFO : Epoch 1550 | loss: 0.0311324 | val_loss: 0.0311477 | Time: 2713.08 ms [2021-04-26 15:23:54 main:574] : INFO : Epoch 1551 | loss: 0.0311325 | val_loss: 0.0311472 | Time: 2713.45 ms [2021-04-26 15:23:56 main:574] : INFO : Epoch 1552 | loss: 0.0311319 | val_loss: 0.0311465 | Time: 2712.54 ms [2021-04-26 15:23:59 main:574] : INFO : Epoch 1553 | loss: 0.0311311 | val_loss: 0.0311495 | Time: 2713.3 ms [2021-04-26 15:24:02 main:574] : INFO : Epoch 1554 | loss: 0.0311336 | val_loss: 0.0311503 | Time: 2713.34 ms [2021-04-26 15:24:04 main:574] : INFO : Epoch 1555 | loss: 0.0311353 | val_loss: 0.0311492 | Time: 2715.53 ms [2021-04-26 15:24:07 main:574] : INFO : Epoch 1556 | loss: 0.0311348 | val_loss: 0.0311488 | Time: 2714.37 ms [2021-04-26 15:24:10 main:574] : INFO : Epoch 1557 | loss: 0.0311325 | val_loss: 0.031146 | Time: 2715.84 ms [2021-04-26 15:24:13 main:574] : INFO : Epoch 1558 | loss: 0.0311321 | val_loss: 0.0311493 | Time: 2713.13 ms [2021-04-26 15:24:15 main:574] : INFO : Epoch 1559 | loss: 0.0311323 | val_loss: 0.031148 | Time: 2712.17 ms [2021-04-26 15:24:18 main:574] : INFO : Epoch 1560 | loss: 0.0311322 | val_loss: 0.0311465 | Time: 2712.68 ms [2021-04-26 15:24:21 main:574] : INFO : Epoch 1561 | loss: 0.0311315 | val_loss: 0.0311485 | Time: 2727.66 ms [2021-04-26 15:24:24 main:574] : INFO : Epoch 1562 | loss: 0.0311341 | val_loss: 0.0311517 | Time: 2716.3 ms [2021-04-26 15:24:26 main:574] : INFO : Epoch 1563 | loss: 0.0311339 | val_loss: 0.0311467 | Time: 2715.17 ms [2021-04-26 15:24:29 main:574] : INFO : Epoch 1564 | loss: 0.0311339 | val_loss: 0.0311472 | Time: 2704.87 ms [2021-04-26 15:24:32 main:574] : INFO : Epoch 1565 | loss: 0.0311342 | val_loss: 0.031145 | Time: 2702.3 ms [2021-04-26 15:24:35 main:574] : INFO : Epoch 1566 | loss: 0.0311337 | val_loss: 0.031148 | Time: 2705.5 ms [2021-04-26 15:24:37 main:574] : INFO : Epoch 1567 | loss: 0.0311333 | val_loss: 0.0311549 | Time: 2707.94 ms [2021-04-26 15:24:40 main:574] : INFO : Epoch 1568 | loss: 0.0311328 | val_loss: 0.0311499 | Time: 2713.25 ms [2021-04-26 15:24:43 main:574] : INFO : Epoch 1569 | loss: 0.0311302 | val_loss: 0.0311478 | Time: 2703.69 ms [2021-04-26 15:24:45 main:574] : INFO : Epoch 1570 | loss: 0.0311312 | val_loss: 0.0311464 | Time: 2701.35 ms [2021-04-26 15:24:48 main:574] : INFO : Epoch 1571 | loss: 0.0311306 | val_loss: 0.0311488 | Time: 2700.7 ms [2021-04-26 15:24:51 main:574] : INFO : Epoch 1572 | loss: 0.0311297 | val_loss: 0.0311449 | Time: 2704.66 ms [2021-04-26 15:24:54 main:574] : INFO : Epoch 1573 | loss: 0.0311299 | val_loss: 0.0311446 | Time: 2703.91 ms [2021-04-26 15:24:56 main:574] : INFO : Epoch 1574 | loss: 0.0311308 | val_loss: 0.0311501 | Time: 2705.99 ms [2021-04-26 15:24:59 main:574] : INFO : Epoch 1575 | loss: 0.031132 | val_loss: 0.0311462 | Time: 2704.66 ms [2021-04-26 15:25:02 main:574] : INFO : Epoch 1576 | loss: 0.0311309 | val_loss: 0.0311498 | Time: 2702.41 ms [2021-04-26 15:25:05 main:574] : INFO : Epoch 1577 | loss: 0.0311314 | val_loss: 0.0311521 | Time: 2703.61 ms [2021-04-26 15:25:07 main:574] : INFO : Epoch 1578 | loss: 0.0311321 | val_loss: 0.0311486 | Time: 2701.53 ms [2021-04-26 15:25:10 main:574] : INFO : Epoch 1579 | loss: 0.0311339 | val_loss: 0.0311519 | Time: 2702.51 ms [2021-04-26 15:25:13 main:574] : INFO : Epoch 1580 | loss: 0.0311331 | val_loss: 0.0311473 | Time: 2703.67 ms [2021-04-26 15:25:15 main:574] : INFO : Epoch 1581 | loss: 0.031135 | val_loss: 0.0311479 | Time: 2708.06 ms [2021-04-26 15:25:18 main:574] : INFO : Epoch 1582 | loss: 0.0311341 | val_loss: 0.0311483 | Time: 2704.11 ms [2021-04-26 15:25:21 main:574] : INFO : Epoch 1583 | loss: 0.031137 | val_loss: 0.0311492 | Time: 2702.76 ms [2021-04-26 15:25:24 main:574] : INFO : Epoch 1584 | loss: 0.0311377 | val_loss: 0.0311508 | Time: 2704.7 ms [2021-04-26 15:25:26 main:574] : INFO : Epoch 1585 | loss: 0.0311375 | val_loss: 0.0311507 | Time: 2700.98 ms [2021-04-26 15:25:29 main:574] : INFO : Epoch 1586 | loss: 0.0311383 | val_loss: 0.0311502 | Time: 2715.21 ms [2021-04-26 15:25:32 main:574] : INFO : Epoch 1587 | loss: 0.0311384 | val_loss: 0.0311518 | Time: 2703.67 ms [2021-04-26 15:25:34 main:574] : INFO : Epoch 1588 | loss: 0.0311376 | val_loss: 0.0311493 | Time: 2706.59 ms [2021-04-26 15:25:37 main:574] : INFO : Epoch 1589 | loss: 0.0311368 | val_loss: 0.0311453 | Time: 2703.08 ms [2021-04-26 15:25:40 main:574] : INFO : Epoch 1590 | loss: 0.0311351 | val_loss: 0.0311455 | Time: 2702.83 ms [2021-04-26 15:25:43 main:574] : INFO : Epoch 1591 | loss: 0.0311336 | val_loss: 0.031144 | Time: 2702.2 ms [2021-04-26 15:25:45 main:574] : INFO : Epoch 1592 | loss: 0.0311336 | val_loss: 0.031147 | Time: 2709.84 ms [2021-04-26 15:25:48 main:574] : INFO : Epoch 1593 | loss: 0.031136 | val_loss: 0.0311456 | Time: 2706.12 ms [2021-04-26 15:25:51 main:574] : INFO : Epoch 1594 | loss: 0.031136 | val_loss: 0.0311458 | Time: 2703.5 ms [2021-04-26 15:25:54 main:574] : INFO : Epoch 1595 | loss: 0.0311324 | val_loss: 0.0311447 | Time: 2704.94 ms [2021-04-26 15:25:56 main:574] : INFO : Epoch 1596 | loss: 0.0311317 | val_loss: 0.0311452 | Time: 2702.68 ms [2021-04-26 15:25:59 main:574] : INFO : Epoch 1597 | loss: 0.0311333 | val_loss: 0.0311439 | Time: 2703.03 ms [2021-04-26 15:26:02 main:574] : INFO : Epoch 1598 | loss: 0.0311323 | val_loss: 0.0311457 | Time: 2701.99 ms [2021-04-26 15:26:04 main:574] : INFO : Epoch 1599 | loss: 0.0311304 | val_loss: 0.0311456 | Time: 2702.21 ms [2021-04-26 15:26:07 main:574] : INFO : Epoch 1600 | loss: 0.0311305 | val_loss: 0.0311417 | Time: 2702.95 ms [2021-04-26 15:26:10 main:574] : INFO : Epoch 1601 | loss: 0.0311306 | val_loss: 0.0311418 | Time: 2703.38 ms [2021-04-26 15:26:13 main:574] : INFO : Epoch 1602 | loss: 0.0311317 | val_loss: 0.031149 | Time: 2705.11 ms [2021-04-26 15:26:15 main:574] : INFO : Epoch 1603 | loss: 0.0311311 | val_loss: 0.0311468 | Time: 2704.84 ms [2021-04-26 15:26:18 main:574] : INFO : Epoch 1604 | loss: 0.0311299 | val_loss: 0.0311439 | Time: 2701.28 ms [2021-04-26 15:26:21 main:574] : INFO : Epoch 1605 | loss: 0.0311294 | val_loss: 0.0311481 | Time: 2711.17 ms [2021-04-26 15:26:24 main:574] : INFO : Epoch 1606 | loss: 0.0311281 | val_loss: 0.0311462 | Time: 2701.24 ms [2021-04-26 15:26:26 main:574] : INFO : Epoch 1607 | loss: 0.0311285 | val_loss: 0.0311506 | Time: 2704.6 ms [2021-04-26 15:26:29 main:574] : INFO : Epoch 1608 | loss: 0.0311318 | val_loss: 0.0311475 | Time: 2703.54 ms [2021-04-26 15:26:32 main:574] : INFO : Epoch 1609 | loss: 0.0311313 | val_loss: 0.0311455 | Time: 2706.8 ms [2021-04-26 15:26:34 main:574] : INFO : Epoch 1610 | loss: 0.0311331 | val_loss: 0.0311482 | Time: 2702.83 ms [2021-04-26 15:26:37 main:574] : INFO : Epoch 1611 | loss: 0.031132 | val_loss: 0.0311479 | Time: 2702.57 ms [2021-04-26 15:26:40 main:574] : INFO : Epoch 1612 | loss: 0.0311312 | val_loss: 0.0311479 | Time: 2703.93 ms [2021-04-26 15:26:43 main:574] : INFO : Epoch 1613 | loss: 0.0311314 | val_loss: 0.0311464 | Time: 2702.01 ms [2021-04-26 15:26:45 main:574] : INFO : Epoch 1614 | loss: 0.0311303 | val_loss: 0.0311465 | Time: 2707.48 ms [2021-04-26 15:26:48 main:574] : INFO : Epoch 1615 | loss: 0.031129 | val_loss: 0.0311446 | Time: 2703.38 ms [2021-04-26 15:26:51 main:574] : INFO : Epoch 1616 | loss: 0.0311317 | val_loss: 0.031145 | Time: 2706.74 ms [2021-04-26 15:26:53 main:574] : INFO : Epoch 1617 | loss: 0.0311323 | val_loss: 0.0311456 | Time: 2704.66 ms [2021-04-26 15:26:56 main:574] : INFO : Epoch 1618 | loss: 0.0311335 | val_loss: 0.0311497 | Time: 2704.91 ms [2021-04-26 15:26:59 main:574] : INFO : Epoch 1619 | loss: 0.0311339 | val_loss: 0.0311432 | Time: 2703.28 ms [2021-04-26 15:27:02 main:574] : INFO : Epoch 1620 | loss: 0.0311356 | val_loss: 0.0311488 | Time: 2703.91 ms [2021-04-26 15:27:04 main:574] : INFO : Epoch 1621 | loss: 0.0311337 | val_loss: 0.0311448 | Time: 2716.05 ms [2021-04-26 15:27:07 main:574] : INFO : Epoch 1622 | loss: 0.0311302 | val_loss: 0.0311436 | Time: 2702.89 ms [2021-04-26 15:27:10 main:574] : INFO : Epoch 1623 | loss: 0.0311294 | val_loss: 0.0311434 | Time: 2706.77 ms [2021-04-26 15:27:13 main:574] : INFO : Epoch 1624 | loss: 0.0311313 | val_loss: 0.0311467 | Time: 2706.76 ms [2021-04-26 15:27:15 main:574] : INFO : Epoch 1625 | loss: 0.0311328 | val_loss: 0.0311443 | Time: 2701.89 ms [2021-04-26 15:27:18 main:574] : INFO : Epoch 1626 | loss: 0.0311338 | val_loss: 0.0311446 | Time: 2703.77 ms [2021-04-26 15:27:21 main:574] : INFO : Epoch 1627 | loss: 0.0311394 | val_loss: 0.0311442 | Time: 2701.92 ms [2021-04-26 15:27:23 main:574] : INFO : Epoch 1628 | loss: 0.0311392 | val_loss: 0.0311441 | Time: 2702.19 ms [2021-04-26 15:27:26 main:574] : INFO : Epoch 1629 | loss: 0.0311355 | val_loss: 0.0311455 | Time: 2702.29 ms [2021-04-26 15:27:29 main:574] : INFO : Epoch 1630 | loss: 0.0311356 | val_loss: 0.0311447 | Time: 2706.29 ms [2021-04-26 15:27:32 main:574] : INFO : Epoch 1631 | loss: 0.0311337 | val_loss: 0.0311452 | Time: 2704.6 ms [2021-04-26 15:27:34 main:574] : INFO : Epoch 1632 | loss: 0.0311327 | val_loss: 0.0311444 | Time: 2701.93 ms [2021-04-26 15:27:37 main:574] : INFO : Epoch 1633 | loss: 0.0311337 | val_loss: 0.0311457 | Time: 2702.41 ms [2021-04-26 15:27:40 main:574] : INFO : Epoch 1634 | loss: 0.0311331 | val_loss: 0.0311458 | Time: 2707.9 ms [2021-04-26 15:27:43 main:574] : INFO : Epoch 1635 | loss: 0.0311336 | val_loss: 0.0311478 | Time: 2703.64 ms [2021-04-26 15:27:45 main:574] : INFO : Epoch 1636 | loss: 0.0311327 | val_loss: 0.031146 | Time: 2704.54 ms [2021-04-26 15:27:48 main:574] : INFO : Epoch 1637 | loss: 0.0311318 | val_loss: 0.0311457 | Time: 2706.39 ms [2021-04-26 15:27:51 main:574] : INFO : Epoch 1638 | loss: 0.0311342 | val_loss: 0.0311465 | Time: 2717.43 ms [2021-04-26 15:27:53 main:574] : INFO : Epoch 1639 | loss: 0.0311315 | val_loss: 0.0311432 | Time: 2703.05 ms [2021-04-26 15:27:56 main:574] : INFO : Epoch 1640 | loss: 0.0311312 | val_loss: 0.0311481 | Time: 2703.48 ms [2021-04-26 15:27:59 main:574] : INFO : Epoch 1641 | loss: 0.0311321 | val_loss: 0.0311466 | Time: 2702.21 ms [2021-04-26 15:28:02 main:574] : INFO : Epoch 1642 | loss: 0.0311303 | val_loss: 0.0311497 | Time: 2708.67 ms [2021-04-26 15:28:04 main:574] : INFO : Epoch 1643 | loss: 0.0311323 | val_loss: 0.0311453 | Time: 2703.41 ms [2021-04-26 15:28:07 main:574] : INFO : Epoch 1644 | loss: 0.0311317 | val_loss: 0.0311447 | Time: 2706.5 ms [2021-04-26 15:28:10 main:574] : INFO : Epoch 1645 | loss: 0.0311333 | val_loss: 0.0311463 | Time: 2706.85 ms [2021-04-26 15:28:12 main:574] : INFO : Epoch 1646 | loss: 0.0311334 | val_loss: 0.0311462 | Time: 2701.63 ms [2021-04-26 15:28:15 main:574] : INFO : Epoch 1647 | loss: 0.0311324 | val_loss: 0.031145 | Time: 2703.89 ms [2021-04-26 15:28:18 main:574] : INFO : Epoch 1648 | loss: 0.0311322 | val_loss: 0.0311515 | Time: 2701.72 ms [2021-04-26 15:28:21 main:574] : INFO : Epoch 1649 | loss: 0.031132 | val_loss: 0.0311461 | Time: 2704.22 ms [2021-04-26 15:28:23 main:574] : INFO : Epoch 1650 | loss: 0.0311317 | val_loss: 0.0311494 | Time: 2703.69 ms [2021-04-26 15:28:26 main:574] : INFO : Epoch 1651 | loss: 0.0311383 | val_loss: 0.0311508 | Time: 2706.63 ms [2021-04-26 15:28:29 main:574] : INFO : Epoch 1652 | loss: 0.0311401 | val_loss: 0.031153 | Time: 2703.63 ms [2021-04-26 15:28:32 main:574] : INFO : Epoch 1653 | loss: 0.0311424 | val_loss: 0.0311512 | Time: 2701.84 ms [2021-04-26 15:28:34 main:574] : INFO : Epoch 1654 | loss: 0.0311411 | val_loss: 0.0311545 | Time: 2702.74 ms [2021-04-26 15:28:37 main:574] : INFO : Epoch 1655 | loss: 0.0311439 | val_loss: 0.0311518 | Time: 2703.88 ms [2021-04-26 15:28:40 main:574] : INFO : Epoch 1656 | loss: 0.0311393 | val_loss: 0.0311493 | Time: 2701.33 ms [2021-04-26 15:28:42 main:574] : INFO : Epoch 1657 | loss: 0.03114 | val_loss: 0.0311508 | Time: 2704.02 ms [2021-04-26 15:28:45 main:574] : INFO : Epoch 1658 | loss: 0.0311406 | val_loss: 0.0311516 | Time: 2705.02 ms [2021-04-26 15:28:48 main:574] : INFO : Epoch 1659 | loss: 0.0311393 | val_loss: 0.0311507 | Time: 2703.47 ms [2021-04-26 15:28:51 main:574] : INFO : Epoch 1660 | loss: 0.0311383 | val_loss: 0.031151 | Time: 2704.81 ms [2021-04-26 15:28:53 main:574] : INFO : Epoch 1661 | loss: 0.0311385 | val_loss: 0.0311534 | Time: 2702.64 ms [2021-04-26 15:28:56 main:574] : INFO : Epoch 1662 | loss: 0.0311381 | val_loss: 0.0311529 | Time: 2701.93 ms [2021-04-26 15:28:59 main:574] : INFO : Epoch 1663 | loss: 0.0311393 | val_loss: 0.0311505 | Time: 2700.15 ms [2021-04-26 15:29:02 main:574] : INFO : Epoch 1664 | loss: 0.0311414 | val_loss: 0.0311515 | Time: 2703.76 ms [2021-04-26 15:29:04 main:574] : INFO : Epoch 1665 | loss: 0.0311396 | val_loss: 0.0311509 | Time: 2705.87 ms [2021-04-26 15:29:07 main:574] : INFO : Epoch 1666 | loss: 0.0311376 | val_loss: 0.0311479 | Time: 2702.79 ms [2021-04-26 15:29:10 main:574] : INFO : Epoch 1667 | loss: 0.031136 | val_loss: 0.0311465 | Time: 2702.11 ms [2021-04-26 15:29:12 main:574] : INFO : Epoch 1668 | loss: 0.0311359 | val_loss: 0.0311457 | Time: 2703.13 ms [2021-04-26 15:29:15 main:574] : INFO : Epoch 1669 | loss: 0.0311383 | val_loss: 0.0311469 | Time: 2702.53 ms [2021-04-26 15:29:18 main:574] : INFO : Epoch 1670 | loss: 0.0311384 | val_loss: 0.0311515 | Time: 2700.28 ms [2021-04-26 15:29:21 main:574] : INFO : Epoch 1671 | loss: 0.0311356 | val_loss: 0.0311487 | Time: 2705.66 ms [2021-04-26 15:29:23 main:574] : INFO : Epoch 1672 | loss: 0.031136 | val_loss: 0.0311484 | Time: 2702.9 ms [2021-04-26 15:29:26 main:574] : INFO : Epoch 1673 | loss: 0.0311351 | val_loss: 0.0311493 | Time: 2707.87 ms [2021-04-26 15:29:29 main:574] : INFO : Epoch 1674 | loss: 0.0311345 | val_loss: 0.0311489 | Time: 2742.98 ms [2021-04-26 15:29:32 main:574] : INFO : Epoch 1675 | loss: 0.031134 | val_loss: 0.0311492 | Time: 2791.52 ms [2021-04-26 15:29:34 main:574] : INFO : Epoch 1676 | loss: 0.0311344 | val_loss: 0.0311487 | Time: 2742.28 ms [2021-04-26 15:29:37 main:574] : INFO : Epoch 1677 | loss: 0.0311338 | val_loss: 0.0311464 | Time: 2762.16 ms [2021-04-26 15:29:40 main:574] : INFO : Epoch 1678 | loss: 0.0311344 | val_loss: 0.0311476 | Time: 2746.39 ms [2021-04-26 15:29:43 main:574] : INFO : Epoch 1679 | loss: 0.0311334 | val_loss: 0.0311486 | Time: 2755.77 ms [2021-04-26 15:29:46 main:574] : INFO : Epoch 1680 | loss: 0.0311335 | val_loss: 0.0311512 | Time: 2743.64 ms [2021-04-26 15:29:48 main:574] : INFO : Epoch 1681 | loss: 0.0311327 | val_loss: 0.0311479 | Time: 2729.09 ms [2021-04-26 15:29:51 main:574] : INFO : Epoch 1682 | loss: 0.031131 | val_loss: 0.031149 | Time: 2750.21 ms [2021-04-26 15:29:54 main:574] : INFO : Epoch 1683 | loss: 0.0311327 | val_loss: 0.0311514 | Time: 2759.97 ms [2021-04-26 15:29:57 main:574] : INFO : Epoch 1684 | loss: 0.0311339 | val_loss: 0.0311471 | Time: 2753.47 ms [2021-04-26 15:29:59 main:574] : INFO : Epoch 1685 | loss: 0.0311316 | val_loss: 0.0311463 | Time: 2765.95 ms [2021-04-26 15:30:02 main:574] : INFO : Epoch 1686 | loss: 0.031133 | val_loss: 0.0311481 | Time: 2772.78 ms [2021-04-26 15:30:05 main:574] : INFO : Epoch 1687 | loss: 0.031133 | val_loss: 0.0311508 | Time: 2768.96 ms [2021-04-26 15:30:08 main:574] : INFO : Epoch 1688 | loss: 0.0311327 | val_loss: 0.031144 | Time: 2775.02 ms [2021-04-26 15:30:11 main:574] : INFO : Epoch 1689 | loss: 0.0311299 | val_loss: 0.0311456 | Time: 2773.36 ms [2021-04-26 15:30:13 main:574] : INFO : Epoch 1690 | loss: 0.0311297 | val_loss: 0.0311479 | Time: 2771.68 ms [2021-04-26 15:30:16 main:574] : INFO : Epoch 1691 | loss: 0.0311305 | val_loss: 0.0311475 | Time: 2762.74 ms [2021-04-26 15:30:19 main:574] : INFO : Epoch 1692 | loss: 0.0311292 | val_loss: 0.031149 | Time: 2764.41 ms [2021-04-26 15:30:22 main:574] : INFO : Epoch 1693 | loss: 0.03113 | val_loss: 0.0311451 | Time: 2768.66 ms [2021-04-26 15:30:24 main:574] : INFO : Epoch 1694 | loss: 0.03113 | val_loss: 0.0311463 | Time: 2757.38 ms [2021-04-26 15:30:27 main:574] : INFO : Epoch 1695 | loss: 0.0311328 | val_loss: 0.0311462 | Time: 2767.26 ms [2021-04-26 15:30:30 main:574] : INFO : Epoch 1696 | loss: 0.0311302 | val_loss: 0.0311483 | Time: 2766.01 ms [2021-04-26 15:30:33 main:574] : INFO : Epoch 1697 | loss: 0.0311289 | val_loss: 0.0311455 | Time: 2767.03 ms [2021-04-26 15:30:36 main:574] : INFO : Epoch 1698 | loss: 0.0311269 | val_loss: 0.0311456 | Time: 2764.31 ms [2021-04-26 15:30:38 main:574] : INFO : Epoch 1699 | loss: 0.0311279 | val_loss: 0.0311455 | Time: 2766.05 ms [2021-04-26 15:30:41 main:574] : INFO : Epoch 1700 | loss: 0.0311266 | val_loss: 0.0311464 | Time: 2773.42 ms [2021-04-26 15:30:44 main:574] : INFO : Epoch 1701 | loss: 0.0311293 | val_loss: 0.0311464 | Time: 2763.89 ms [2021-04-26 15:30:47 main:574] : INFO : Epoch 1702 | loss: 0.031128 | val_loss: 0.0311487 | Time: 2767.72 ms [2021-04-26 15:30:50 main:574] : INFO : Epoch 1703 | loss: 0.0311291 | val_loss: 0.031146 | Time: 2771.01 ms [2021-04-26 15:30:52 main:574] : INFO : Epoch 1704 | loss: 0.0311337 | val_loss: 0.0311457 | Time: 2768.88 ms [2021-04-26 15:30:55 main:574] : INFO : Epoch 1705 | loss: 0.0311326 | val_loss: 0.0311477 | Time: 2763.18 ms [2021-04-26 15:30:58 main:574] : INFO : Epoch 1706 | loss: 0.0311331 | val_loss: 0.0311457 | Time: 2759.04 ms [2021-04-26 15:31:01 main:574] : INFO : Epoch 1707 | loss: 0.0311301 | val_loss: 0.0311501 | Time: 2767.48 ms [2021-04-26 15:31:03 main:574] : INFO : Epoch 1708 | loss: 0.0311307 | val_loss: 0.0311445 | Time: 2776.46 ms [2021-04-26 15:31:06 main:574] : INFO : Epoch 1709 | loss: 0.0311287 | val_loss: 0.031149 | Time: 2769.14 ms [2021-04-26 15:31:09 main:574] : INFO : Epoch 1710 | loss: 0.0311291 | val_loss: 0.0311462 | Time: 2766.23 ms [2021-04-26 15:31:12 main:574] : INFO : Epoch 1711 | loss: 0.0311315 | val_loss: 0.0311495 | Time: 2765.53 ms [2021-04-26 15:31:15 main:574] : INFO : Epoch 1712 | loss: 0.0311349 | val_loss: 0.0311478 | Time: 2770.79 ms [2021-04-26 15:31:17 main:574] : INFO : Epoch 1713 | loss: 0.0311321 | val_loss: 0.0311457 | Time: 2772.79 ms [2021-04-26 15:31:20 main:574] : INFO : Epoch 1714 | loss: 0.0311311 | val_loss: 0.0311476 | Time: 2773.76 ms [2021-04-26 15:31:23 main:574] : INFO : Epoch 1715 | loss: 0.0311325 | val_loss: 0.0311455 | Time: 2757.98 ms [2021-04-26 15:31:26 main:574] : INFO : Epoch 1716 | loss: 0.0311304 | val_loss: 0.0311433 | Time: 2770.33 ms [2021-04-26 15:31:29 main:574] : INFO : Epoch 1717 | loss: 0.0311295 | val_loss: 0.0311437 | Time: 2797.56 ms [2021-04-26 15:31:31 main:574] : INFO : Epoch 1718 | loss: 0.0311286 | val_loss: 0.0311437 | Time: 2782.5 ms [2021-04-26 15:31:34 main:574] : INFO : Epoch 1719 | loss: 0.0311302 | val_loss: 0.0311454 | Time: 2766.58 ms [2021-04-26 15:31:37 main:574] : INFO : Epoch 1720 | loss: 0.0311308 | val_loss: 0.0311434 | Time: 2781.56 ms [2021-04-26 15:31:40 main:574] : INFO : Epoch 1721 | loss: 0.031131 | val_loss: 0.0311446 | Time: 2768.97 ms [2021-04-26 15:31:43 main:574] : INFO : Epoch 1722 | loss: 0.0311298 | val_loss: 0.0311426 | Time: 2767.27 ms [2021-04-26 15:31:45 main:574] : INFO : Epoch 1723 | loss: 0.0311292 | val_loss: 0.0311463 | Time: 2782.11 ms [2021-04-26 15:31:48 main:574] : INFO : Epoch 1724 | loss: 0.0311291 | val_loss: 0.0311441 | Time: 2762.44 ms [2021-04-26 15:31:51 main:574] : INFO : Epoch 1725 | loss: 0.0311272 | val_loss: 0.0311453 | Time: 2772.77 ms [2021-04-26 15:31:54 main:574] : INFO : Epoch 1726 | loss: 0.03113 | val_loss: 0.0311471 | Time: 2765.37 ms [2021-04-26 15:31:57 main:574] : INFO : Epoch 1727 | loss: 0.0311302 | val_loss: 0.0311447 | Time: 2777.14 ms [2021-04-26 15:31:59 main:574] : INFO : Epoch 1728 | loss: 0.0311323 | val_loss: 0.0311491 | Time: 2775.46 ms [2021-04-26 15:32:02 main:574] : INFO : Epoch 1729 | loss: 0.0311298 | val_loss: 0.031148 | Time: 2763.4 ms [2021-04-26 15:32:05 main:574] : INFO : Epoch 1730 | loss: 0.0311294 | val_loss: 0.0311473 | Time: 2771.62 ms [2021-04-26 15:32:08 main:574] : INFO : Epoch 1731 | loss: 0.0311295 | val_loss: 0.031145 | Time: 2782.9 ms [2021-04-26 15:32:10 main:574] : INFO : Epoch 1732 | loss: 0.0311292 | val_loss: 0.0311502 | Time: 2773.56 ms [2021-04-26 15:32:13 main:574] : INFO : Epoch 1733 | loss: 0.0311289 | val_loss: 0.0311459 | Time: 2773.22 ms [2021-04-26 15:32:16 main:574] : INFO : Epoch 1734 | loss: 0.0311297 | val_loss: 0.0311475 | Time: 2778.49 ms [2021-04-26 15:32:19 main:574] : INFO : Epoch 1735 | loss: 0.0311293 | val_loss: 0.0311441 | Time: 2775.53 ms [2021-04-26 15:32:22 main:574] : INFO : Epoch 1736 | loss: 0.0311281 | val_loss: 0.0311458 | Time: 2769.86 ms [2021-04-26 15:32:24 main:574] : INFO : Epoch 1737 | loss: 0.0311294 | val_loss: 0.0311431 | Time: 2774.37 ms [2021-04-26 15:32:27 main:574] : INFO : Epoch 1738 | loss: 0.0311293 | val_loss: 0.0311445 | Time: 2760.99 ms [2021-04-26 15:32:30 main:574] : INFO : Epoch 1739 | loss: 0.0311289 | val_loss: 0.0311449 | Time: 2773.83 ms [2021-04-26 15:32:33 main:574] : INFO : Epoch 1740 | loss: 0.0311259 | val_loss: 0.0311448 | Time: 2780.14 ms [2021-04-26 15:32:36 main:574] : INFO : Epoch 1741 | loss: 0.0311255 | val_loss: 0.0311466 | Time: 2772.22 ms [2021-04-26 15:32:38 main:574] : INFO : Epoch 1742 | loss: 0.0311258 | val_loss: 0.0311447 | Time: 2769.8 ms [2021-04-26 15:32:41 main:574] : INFO : Epoch 1743 | loss: 0.0311253 | val_loss: 0.0311493 | Time: 2768.32 ms [2021-04-26 15:32:44 main:574] : INFO : Epoch 1744 | loss: 0.0311259 | val_loss: 0.0311453 | Time: 2768.69 ms [2021-04-26 15:32:47 main:574] : INFO : Epoch 1745 | loss: 0.03113 | val_loss: 0.031145 | Time: 2786.07 ms [2021-04-26 15:32:50 main:574] : INFO : Epoch 1746 | loss: 0.0311314 | val_loss: 0.0311467 | Time: 2748.59 ms [2021-04-26 15:32:52 main:574] : INFO : Epoch 1747 | loss: 0.0311323 | val_loss: 0.0311447 | Time: 2764.06 ms [2021-04-26 15:32:55 main:574] : INFO : Epoch 1748 | loss: 0.0311355 | val_loss: 0.0311439 | Time: 2773.17 ms [2021-04-26 15:32:58 main:574] : INFO : Epoch 1749 | loss: 0.031133 | val_loss: 0.0311521 | Time: 2758.49 ms [2021-04-26 15:33:01 main:574] : INFO : Epoch 1750 | loss: 0.0311334 | val_loss: 0.0311474 | Time: 2765.55 ms [2021-04-26 15:33:03 main:574] : INFO : Epoch 1751 | loss: 0.0311336 | val_loss: 0.0311418 | Time: 2764.94 ms [2021-04-26 15:33:06 main:574] : INFO : Epoch 1752 | loss: 0.0311308 | val_loss: 0.0311491 | Time: 2773.31 ms [2021-04-26 15:33:09 main:574] : INFO : Epoch 1753 | loss: 0.0311315 | val_loss: 0.031145 | Time: 2761.04 ms [2021-04-26 15:33:12 main:574] : INFO : Epoch 1754 | loss: 0.0311302 | val_loss: 0.0311448 | Time: 2763.48 ms [2021-04-26 15:33:15 main:574] : INFO : Epoch 1755 | loss: 0.03113 | val_loss: 0.0311455 | Time: 2761.9 ms [2021-04-26 15:33:17 main:574] : INFO : Epoch 1756 | loss: 0.0311326 | val_loss: 0.0311451 | Time: 2769 ms [2021-04-26 15:33:20 main:574] : INFO : Epoch 1757 | loss: 0.0311309 | val_loss: 0.0311445 | Time: 2758.01 ms [2021-04-26 15:33:23 main:574] : INFO : Epoch 1758 | loss: 0.0311308 | val_loss: 0.031142 | Time: 2768.67 ms [2021-04-26 15:33:26 main:574] : INFO : Epoch 1759 | loss: 0.0311282 | val_loss: 0.0311477 | Time: 2784.5 ms [2021-04-26 15:33:29 main:574] : INFO : Epoch 1760 | loss: 0.0311287 | val_loss: 0.0311464 | Time: 2764.01 ms [2021-04-26 15:33:31 main:574] : INFO : Epoch 1761 | loss: 0.0311284 | val_loss: 0.0311471 | Time: 2771.59 ms [2021-04-26 15:33:34 main:574] : INFO : Epoch 1762 | loss: 0.0311289 | val_loss: 0.0311485 | Time: 2778.93 ms [2021-04-26 15:33:37 main:574] : INFO : Epoch 1763 | loss: 0.0311286 | val_loss: 0.0311498 | Time: 2776.16 ms [2021-04-26 15:33:40 main:574] : INFO : Epoch 1764 | loss: 0.0311295 | val_loss: 0.031148 | Time: 2761.94 ms [2021-04-26 15:33:43 main:574] : INFO : Epoch 1765 | loss: 0.0311311 | val_loss: 0.0311492 | Time: 2765.56 ms [2021-04-26 15:33:45 main:574] : INFO : Epoch 1766 | loss: 0.0311289 | val_loss: 0.0311493 | Time: 2771.66 ms [2021-04-26 15:33:48 main:574] : INFO : Epoch 1767 | loss: 0.0311308 | val_loss: 0.0311526 | Time: 2757.93 ms [2021-04-26 15:33:51 main:574] : INFO : Epoch 1768 | loss: 0.0311344 | val_loss: 0.0311472 | Time: 2764.63 ms [2021-04-26 15:33:54 main:574] : INFO : Epoch 1769 | loss: 0.0311357 | val_loss: 0.0311426 | Time: 2767.14 ms [2021-04-26 15:33:57 main:574] : INFO : Epoch 1770 | loss: 0.0311313 | val_loss: 0.0311465 | Time: 2776.66 ms [2021-04-26 15:33:59 main:574] : INFO : Epoch 1771 | loss: 0.031132 | val_loss: 0.0311447 | Time: 2764.78 ms [2021-04-26 15:34:02 main:574] : INFO : Epoch 1772 | loss: 0.0311301 | val_loss: 0.0311467 | Time: 2766.1 ms [2021-04-26 15:34:05 main:574] : INFO : Epoch 1773 | loss: 0.0311305 | val_loss: 0.0311472 | Time: 2768.55 ms [2021-04-26 15:34:08 main:574] : INFO : Epoch 1774 | loss: 0.0311344 | val_loss: 0.0311485 | Time: 2761.34 ms [2021-04-26 15:34:10 main:574] : INFO : Epoch 1775 | loss: 0.0311306 | val_loss: 0.0311438 | Time: 2762.24 ms [2021-04-26 15:34:13 main:574] : INFO : Epoch 1776 | loss: 0.0311287 | val_loss: 0.0311437 | Time: 2765.06 ms [2021-04-26 15:34:16 main:574] : INFO : Epoch 1777 | loss: 0.0311271 | val_loss: 0.031142 | Time: 2771.09 ms [2021-04-26 15:34:19 main:574] : INFO : Epoch 1778 | loss: 0.0311267 | val_loss: 0.0311427 | Time: 2760.82 ms [2021-04-26 15:34:22 main:574] : INFO : Epoch 1779 | loss: 0.0311279 | val_loss: 0.0311427 | Time: 2749.18 ms [2021-04-26 15:34:24 main:574] : INFO : Epoch 1780 | loss: 0.0311277 | val_loss: 0.0311426 | Time: 2761.95 ms [2021-04-26 15:34:27 main:574] : INFO : Epoch 1781 | loss: 0.0311265 | val_loss: 0.0311474 | Time: 2758.1 ms [2021-04-26 15:34:30 main:574] : INFO : Epoch 1782 | loss: 0.0311275 | val_loss: 0.0311474 | Time: 2770.1 ms [2021-04-26 15:34:33 main:574] : INFO : Epoch 1783 | loss: 0.0311251 | val_loss: 0.0311448 | Time: 2765.17 ms [2021-04-26 15:34:36 main:574] : INFO : Epoch 1784 | loss: 0.0311315 | val_loss: 0.0311504 | Time: 2774.09 ms [2021-04-26 15:34:38 main:574] : INFO : Epoch 1785 | loss: 0.0311369 | val_loss: 0.0311512 | Time: 2766.82 ms [2021-04-26 15:34:41 main:574] : INFO : Epoch 1786 | loss: 0.0311361 | val_loss: 0.0311462 | Time: 2762.58 ms [2021-04-26 15:34:44 main:574] : INFO : Epoch 1787 | loss: 0.0311339 | val_loss: 0.0311475 | Time: 2762.99 ms [2021-04-26 15:34:47 main:574] : INFO : Epoch 1788 | loss: 0.0311318 | val_loss: 0.0311445 | Time: 2774.97 ms [2021-04-26 15:34:49 main:574] : INFO : Epoch 1789 | loss: 0.0311287 | val_loss: 0.0311434 | Time: 2769.19 ms [2021-04-26 15:34:52 main:574] : INFO : Epoch 1790 | loss: 0.0311294 | val_loss: 0.0311463 | Time: 2762.97 ms [2021-04-26 15:34:55 main:574] : INFO : Epoch 1791 | loss: 0.0311273 | val_loss: 0.0311457 | Time: 2762.19 ms [2021-04-26 15:34:58 main:574] : INFO : Epoch 1792 | loss: 0.0311279 | val_loss: 0.0311463 | Time: 2766.72 ms [2021-04-26 15:35:01 main:574] : INFO : Epoch 1793 | loss: 0.0311291 | val_loss: 0.0311443 | Time: 2766 ms [2021-04-26 15:35:03 main:574] : INFO : Epoch 1794 | loss: 0.0311265 | val_loss: 0.0311461 | Time: 2765.71 ms [2021-04-26 15:35:06 main:574] : INFO : Epoch 1795 | loss: 0.0311276 | val_loss: 0.0311438 | Time: 2774.46 ms [2021-04-26 15:35:09 main:574] : INFO : Epoch 1796 | loss: 0.0311298 | val_loss: 0.0311481 | Time: 2760.95 ms [2021-04-26 15:35:12 main:574] : INFO : Epoch 1797 | loss: 0.031126 | val_loss: 0.0311465 | Time: 2768.99 ms [2021-04-26 15:35:15 main:574] : INFO : Epoch 1798 | loss: 0.0311257 | val_loss: 0.0311435 | Time: 2785.35 ms [2021-04-26 15:35:17 main:574] : INFO : Epoch 1799 | loss: 0.0311259 | val_loss: 0.0311464 | Time: 2759.89 ms [2021-04-26 15:35:20 main:574] : INFO : Epoch 1800 | loss: 0.0311254 | val_loss: 0.0311466 | Time: 2758.54 ms [2021-04-26 15:35:23 main:574] : INFO : Epoch 1801 | loss: 0.0311277 | val_loss: 0.0311489 | Time: 2755.65 ms [2021-04-26 15:35:26 main:574] : INFO : Epoch 1802 | loss: 0.0311283 | val_loss: 0.0311478 | Time: 2773.09 ms [2021-04-26 15:35:28 main:574] : INFO : Epoch 1803 | loss: 0.0311342 | val_loss: 0.0311542 | Time: 2766.24 ms [2021-04-26 15:35:31 main:574] : INFO : Epoch 1804 | loss: 0.0311351 | val_loss: 0.0311456 | Time: 2774.05 ms [2021-04-26 15:35:34 main:574] : INFO : Epoch 1805 | loss: 0.0311308 | val_loss: 0.0311439 | Time: 2763.67 ms [2021-04-26 15:35:37 main:574] : INFO : Epoch 1806 | loss: 0.0311289 | val_loss: 0.0311466 | Time: 2781.43 ms [2021-04-26 15:35:40 main:574] : INFO : Epoch 1807 | loss: 0.0311283 | val_loss: 0.0311452 | Time: 2763.67 ms [2021-04-26 15:35:42 main:574] : INFO : Epoch 1808 | loss: 0.0311278 | val_loss: 0.0311433 | Time: 2763.3 ms [2021-04-26 15:35:45 main:574] : INFO : Epoch 1809 | loss: 0.0311288 | val_loss: 0.031143 | Time: 2764.02 ms [2021-04-26 15:35:48 main:574] : INFO : Epoch 1810 | loss: 0.0311271 | val_loss: 0.0311472 | Time: 2777.27 ms [2021-04-26 15:35:51 main:574] : INFO : Epoch 1811 | loss: 0.0311256 | val_loss: 0.0311456 | Time: 2757.31 ms [2021-04-26 15:35:54 main:574] : INFO : Epoch 1812 | loss: 0.0311275 | val_loss: 0.0311487 | Time: 2766.22 ms [2021-04-26 15:35:56 main:574] : INFO : Epoch 1813 | loss: 0.0311279 | val_loss: 0.0311441 | Time: 2749.18 ms [2021-04-26 15:35:59 main:574] : INFO : Epoch 1814 | loss: 0.031129 | val_loss: 0.0311452 | Time: 2764.61 ms [2021-04-26 15:36:02 main:574] : INFO : Epoch 1815 | loss: 0.0311281 | val_loss: 0.0311464 | Time: 2774 ms [2021-04-26 15:36:05 main:574] : INFO : Epoch 1816 | loss: 0.0311295 | val_loss: 0.0311443 | Time: 2756.13 ms [2021-04-26 15:36:07 main:574] : INFO : Epoch 1817 | loss: 0.0311284 | val_loss: 0.0311466 | Time: 2769.79 ms [2021-04-26 15:36:10 main:574] : INFO : Epoch 1818 | loss: 0.0311259 | val_loss: 0.0311504 | Time: 2763.36 ms [2021-04-26 15:36:13 main:574] : INFO : Epoch 1819 | loss: 0.0311266 | val_loss: 0.031147 | Time: 2755.13 ms [2021-04-26 15:36:16 main:574] : INFO : Epoch 1820 | loss: 0.0311335 | val_loss: 0.0311475 | Time: 2759.89 ms [2021-04-26 15:36:19 main:574] : INFO : Epoch 1821 | loss: 0.0311343 | val_loss: 0.0311448 | Time: 2771.61 ms [2021-04-26 15:36:21 main:574] : INFO : Epoch 1822 | loss: 0.0311329 | val_loss: 0.0311466 | Time: 2761.57 ms [2021-04-26 15:36:24 main:574] : INFO : Epoch 1823 | loss: 0.031132 | val_loss: 0.0311435 | Time: 2759.81 ms [2021-04-26 15:36:27 main:574] : INFO : Epoch 1824 | loss: 0.0311279 | val_loss: 0.0311422 | Time: 2768.22 ms [2021-04-26 15:36:30 main:574] : INFO : Epoch 1825 | loss: 0.0311257 | val_loss: 0.0311429 | Time: 2764.19 ms [2021-04-26 15:36:33 main:574] : INFO : Epoch 1826 | loss: 0.0311255 | val_loss: 0.0311441 | Time: 2766.95 ms [2021-04-26 15:36:35 main:574] : INFO : Epoch 1827 | loss: 0.0311254 | val_loss: 0.0311422 | Time: 2779.51 ms [2021-04-26 15:36:38 main:574] : INFO : Epoch 1828 | loss: 0.0311246 | val_loss: 0.0311454 | Time: 2784.67 ms [2021-04-26 15:36:41 main:574] : INFO : Epoch 1829 | loss: 0.0311268 | val_loss: 0.0311427 | Time: 2767.35 ms [2021-04-26 15:36:44 main:574] : INFO : Epoch 1830 | loss: 0.0311276 | val_loss: 0.0311408 | Time: 2765.16 ms [2021-04-26 15:36:47 main:574] : INFO : Epoch 1831 | loss: 0.0311288 | val_loss: 0.0311494 | Time: 2762.92 ms [2021-04-26 15:36:49 main:574] : INFO : Epoch 1832 | loss: 0.0311318 | val_loss: 0.0311479 | Time: 2762.73 ms [2021-04-26 15:36:52 main:574] : INFO : Epoch 1833 | loss: 0.0311285 | val_loss: 0.0311479 | Time: 2761.89 ms [2021-04-26 15:36:55 main:574] : INFO : Epoch 1834 | loss: 0.0311276 | val_loss: 0.0311458 | Time: 2762.46 ms [2021-04-26 15:36:58 main:574] : INFO : Epoch 1835 | loss: 0.0311292 | val_loss: 0.031149 | Time: 2767.08 ms [2021-04-26 15:37:01 main:574] : INFO : Epoch 1836 | loss: 0.0311297 | val_loss: 0.031145 | Time: 2770.29 ms [2021-04-26 15:37:03 main:574] : INFO : Epoch 1837 | loss: 0.0311297 | val_loss: 0.031149 | Time: 2766.87 ms [2021-04-26 15:37:06 main:574] : INFO : Epoch 1838 | loss: 0.0311297 | val_loss: 0.0311466 | Time: 2766.96 ms [2021-04-26 15:37:09 main:574] : INFO : Epoch 1839 | loss: 0.0311317 | val_loss: 0.0311449 | Time: 2759.41 ms [2021-04-26 15:37:12 main:574] : INFO : Epoch 1840 | loss: 0.0311308 | val_loss: 0.0311458 | Time: 2789.14 ms [2021-04-26 15:37:14 main:574] : INFO : Epoch 1841 | loss: 0.0311304 | val_loss: 0.031144 | Time: 2751.98 ms [2021-04-26 15:37:17 main:574] : INFO : Epoch 1842 | loss: 0.031132 | val_loss: 0.0311468 | Time: 2764.19 ms [2021-04-26 15:37:20 main:574] : INFO : Epoch 1843 | loss: 0.0311294 | val_loss: 0.0311472 | Time: 2767.97 ms [2021-04-26 15:37:23 main:574] : INFO : Epoch 1844 | loss: 0.0311313 | val_loss: 0.0311487 | Time: 2766.49 ms [2021-04-26 15:37:26 main:574] : INFO : Epoch 1845 | loss: 0.0311298 | val_loss: 0.0311446 | Time: 2779.66 ms [2021-04-26 15:37:28 main:574] : INFO : Epoch 1846 | loss: 0.0311283 | val_loss: 0.0311423 | Time: 2778.6 ms [2021-04-26 15:37:31 main:574] : INFO : Epoch 1847 | loss: 0.0311286 | val_loss: 0.0311429 | Time: 2777.2 ms [2021-04-26 15:37:34 main:574] : INFO : Epoch 1848 | loss: 0.0311287 | val_loss: 0.0311409 | Time: 2740.37 ms [2021-04-26 15:37:37 main:574] : INFO : Epoch 1849 | loss: 0.0311267 | val_loss: 0.0311419 | Time: 2766.27 ms [2021-04-26 15:37:40 main:574] : INFO : Epoch 1850 | loss: 0.0311255 | val_loss: 0.0311421 | Time: 2757.69 ms [2021-04-26 15:37:42 main:574] : INFO : Epoch 1851 | loss: 0.0311252 | val_loss: 0.0311452 | Time: 2771.39 ms [2021-04-26 15:37:45 main:574] : INFO : Epoch 1852 | loss: 0.0311273 | val_loss: 0.0311434 | Time: 2766.32 ms [2021-04-26 15:37:48 main:574] : INFO : Epoch 1853 | loss: 0.0311261 | val_loss: 0.0311447 | Time: 2773.24 ms [2021-04-26 15:37:51 main:574] : INFO : Epoch 1854 | loss: 0.0311265 | val_loss: 0.0311433 | Time: 2758.12 ms [2021-04-26 15:37:53 main:574] : INFO : Epoch 1855 | loss: 0.0311252 | val_loss: 0.0311438 | Time: 2754.84 ms [2021-04-26 15:37:56 main:574] : INFO : Epoch 1856 | loss: 0.0311262 | val_loss: 0.0311438 | Time: 2768.01 ms [2021-04-26 15:37:59 main:574] : INFO : Epoch 1857 | loss: 0.0311261 | val_loss: 0.0311431 | Time: 2758.13 ms [2021-04-26 15:38:02 main:574] : INFO : Epoch 1858 | loss: 0.0311243 | val_loss: 0.0311428 | Time: 2759.12 ms [2021-04-26 15:38:05 main:574] : INFO : Epoch 1859 | loss: 0.0311262 | val_loss: 0.0311445 | Time: 2768.63 ms [2021-04-26 15:38:07 main:574] : INFO : Epoch 1860 | loss: 0.0311242 | val_loss: 0.0311438 | Time: 2767.88 ms [2021-04-26 15:38:10 main:574] : INFO : Epoch 1861 | loss: 0.0311257 | val_loss: 0.0311484 | Time: 2782.46 ms [2021-04-26 15:38:13 main:574] : INFO : Epoch 1862 | loss: 0.0311264 | val_loss: 0.0311442 | Time: 2755.83 ms [2021-04-26 15:38:16 main:574] : INFO : Epoch 1863 | loss: 0.0311253 | val_loss: 0.0311446 | Time: 2767.16 ms [2021-04-26 15:38:19 main:574] : INFO : Epoch 1864 | loss: 0.0311251 | val_loss: 0.0311473 | Time: 2761.13 ms [2021-04-26 15:38:21 main:574] : INFO : Epoch 1865 | loss: 0.0311259 | val_loss: 0.0311454 | Time: 2756.71 ms [2021-04-26 15:38:24 main:574] : INFO : Epoch 1866 | loss: 0.0311288 | val_loss: 0.0311483 | Time: 2784.28 ms [2021-04-26 15:38:27 main:574] : INFO : Epoch 1867 | loss: 0.031134 | val_loss: 0.0311522 | Time: 2772.61 ms [2021-04-26 15:38:30 main:574] : INFO : Epoch 1868 | loss: 0.0311341 | val_loss: 0.0311516 | Time: 2768.82 ms [2021-04-26 15:38:32 main:574] : INFO : Epoch 1869 | loss: 0.0311318 | val_loss: 0.031148 | Time: 2770.12 ms [2021-04-26 15:38:35 main:574] : INFO : Epoch 1870 | loss: 0.03113 | val_loss: 0.031149 | Time: 2768.93 ms [2021-04-26 15:38:38 main:574] : INFO : Epoch 1871 | loss: 0.0311273 | val_loss: 0.0311456 | Time: 2777.11 ms [2021-04-26 15:38:41 main:574] : INFO : Epoch 1872 | loss: 0.0311256 | val_loss: 0.0311437 | Time: 2774.4 ms [2021-04-26 15:38:44 main:574] : INFO : Epoch 1873 | loss: 0.0311248 | val_loss: 0.0311448 | Time: 2765.49 ms [2021-04-26 15:38:46 main:574] : INFO : Epoch 1874 | loss: 0.0311259 | val_loss: 0.0311458 | Time: 2775.54 ms [2021-04-26 15:38:49 main:574] : INFO : Epoch 1875 | loss: 0.0311244 | val_loss: 0.0311458 | Time: 2768 ms [2021-04-26 15:38:52 main:574] : INFO : Epoch 1876 | loss: 0.0311236 | val_loss: 0.0311439 | Time: 2755.66 ms [2021-04-26 15:38:55 main:574] : INFO : Epoch 1877 | loss: 0.0311254 | val_loss: 0.0311479 | Time: 2765.42 ms [2021-04-26 15:38:58 main:574] : INFO : Epoch 1878 | loss: 0.0311245 | val_loss: 0.0311434 | Time: 2769.58 ms [2021-04-26 15:39:00 main:574] : INFO : Epoch 1879 | loss: 0.0311266 | val_loss: 0.0311472 | Time: 2768.06 ms [2021-04-26 15:39:03 main:574] : INFO : Epoch 1880 | loss: 0.0311268 | val_loss: 0.0311433 | Time: 2765.34 ms [2021-04-26 15:39:06 main:574] : INFO : Epoch 1881 | loss: 0.0311236 | val_loss: 0.0311421 | Time: 2770.38 ms [2021-04-26 15:39:09 main:574] : INFO : Epoch 1882 | loss: 0.0311421 | val_loss: 0.0311442 | Time: 2767.07 ms [2021-04-26 15:39:11 main:574] : INFO : Epoch 1883 | loss: 0.0311334 | val_loss: 0.0311411 | Time: 2771.63 ms [2021-04-26 15:39:14 main:574] : INFO : Epoch 1884 | loss: 0.0311284 | val_loss: 0.0311403 | Time: 2761.4 ms [2021-04-26 15:39:17 main:574] : INFO : Epoch 1885 | loss: 0.0311287 | val_loss: 0.0311419 | Time: 2761.27 ms [2021-04-26 15:39:20 main:574] : INFO : Epoch 1886 | loss: 0.0311261 | val_loss: 0.0311425 | Time: 2763.85 ms [2021-04-26 15:39:23 main:574] : INFO : Epoch 1887 | loss: 0.0311256 | val_loss: 0.0311517 | Time: 2759.58 ms [2021-04-26 15:39:25 main:574] : INFO : Epoch 1888 | loss: 0.031127 | val_loss: 0.0311463 | Time: 2751.37 ms [2021-04-26 15:39:28 main:574] : INFO : Epoch 1889 | loss: 0.0311254 | val_loss: 0.031144 | Time: 2769.35 ms [2021-04-26 15:39:31 main:574] : INFO : Epoch 1890 | loss: 0.0311257 | val_loss: 0.0311457 | Time: 2758.63 ms [2021-04-26 15:39:34 main:574] : INFO : Epoch 1891 | loss: 0.0311255 | val_loss: 0.0311438 | Time: 2766.29 ms [2021-04-26 15:39:36 main:574] : INFO : Epoch 1892 | loss: 0.0311268 | val_loss: 0.0311458 | Time: 2760.37 ms [2021-04-26 15:39:39 main:574] : INFO : Epoch 1893 | loss: 0.0311248 | val_loss: 0.0311436 | Time: 2768.88 ms [2021-04-26 15:39:42 main:574] : INFO : Epoch 1894 | loss: 0.0311248 | val_loss: 0.031145 | Time: 2765.5 ms [2021-04-26 15:39:45 main:574] : INFO : Epoch 1895 | loss: 0.0311239 | val_loss: 0.0311433 | Time: 2764.69 ms [2021-04-26 15:39:48 main:574] : INFO : Epoch 1896 | loss: 0.0311258 | val_loss: 0.0311434 | Time: 2764.23 ms [2021-04-26 15:39:50 main:574] : INFO : Epoch 1897 | loss: 0.0311238 | val_loss: 0.0311443 | Time: 2762.48 ms [2021-04-26 15:39:53 main:574] : INFO : Epoch 1898 | loss: 0.0311228 | val_loss: 0.0311458 | Time: 2764.71 ms [2021-04-26 15:39:56 main:574] : INFO : Epoch 1899 | loss: 0.0311227 | val_loss: 0.0311442 | Time: 2771.31 ms [2021-04-26 15:39:59 main:574] : INFO : Epoch 1900 | loss: 0.0311239 | val_loss: 0.0311434 | Time: 2762.12 ms [2021-04-26 15:40:02 main:574] : INFO : Epoch 1901 | loss: 0.0311223 | val_loss: 0.0311446 | Time: 2762.65 ms [2021-04-26 15:40:04 main:574] : INFO : Epoch 1902 | loss: 0.0311214 | val_loss: 0.0311438 | Time: 2778.56 ms [2021-04-26 15:40:07 main:574] : INFO : Epoch 1903 | loss: 0.0311216 | val_loss: 0.0311405 | Time: 2775.37 ms [2021-04-26 15:40:10 main:574] : INFO : Epoch 1904 | loss: 0.0311218 | val_loss: 0.0311432 | Time: 2774.29 ms [2021-04-26 15:40:13 main:574] : INFO : Epoch 1905 | loss: 0.0311245 | val_loss: 0.03115 | Time: 2760.71 ms [2021-04-26 15:40:15 main:574] : INFO : Epoch 1906 | loss: 0.0311275 | val_loss: 0.0311508 | Time: 2750.61 ms [2021-04-26 15:40:18 main:574] : INFO : Epoch 1907 | loss: 0.0311265 | val_loss: 0.0311459 | Time: 2768.71 ms [2021-04-26 15:40:21 main:574] : INFO : Epoch 1908 | loss: 0.0311253 | val_loss: 0.0311502 | Time: 2763.77 ms [2021-04-26 15:40:24 main:574] : INFO : Epoch 1909 | loss: 0.031125 | val_loss: 0.0311508 | Time: 2767.84 ms [2021-04-26 15:40:27 main:574] : INFO : Epoch 1910 | loss: 0.0311255 | val_loss: 0.0311549 | Time: 2776.31 ms [2021-04-26 15:40:29 main:574] : INFO : Epoch 1911 | loss: 0.0311247 | val_loss: 0.0311473 | Time: 2762.42 ms [2021-04-26 15:40:32 main:574] : INFO : Epoch 1912 | loss: 0.0311244 | val_loss: 0.0311529 | Time: 2770.83 ms [2021-04-26 15:40:35 main:574] : INFO : Epoch 1913 | loss: 0.0311265 | val_loss: 0.0311555 | Time: 2759.16 ms [2021-04-26 15:40:38 main:574] : INFO : Epoch 1914 | loss: 0.0311242 | val_loss: 0.0311507 | Time: 2775.05 ms [2021-04-26 15:40:41 main:574] : INFO : Epoch 1915 | loss: 0.0311239 | val_loss: 0.0311494 | Time: 2773.22 ms [2021-04-26 15:40:43 main:574] : INFO : Epoch 1916 | loss: 0.0311239 | val_loss: 0.0311501 | Time: 2768.66 ms [2021-04-26 15:40:46 main:574] : INFO : Epoch 1917 | loss: 0.0311237 | val_loss: 0.0311517 | Time: 2766.74 ms [2021-04-26 15:40:49 main:574] : INFO : Epoch 1918 | loss: 0.0311222 | val_loss: 0.0311522 | Time: 2758.64 ms [2021-04-26 15:40:52 main:574] : INFO : Epoch 1919 | loss: 0.0311233 | val_loss: 0.0311512 | Time: 2774.07 ms [2021-04-26 15:40:54 main:574] : INFO : Epoch 1920 | loss: 0.0311275 | val_loss: 0.0311519 | Time: 2761.31 ms [2021-04-26 15:40:57 main:574] : INFO : Epoch 1921 | loss: 0.0311276 | val_loss: 0.0311523 | Time: 2767.16 ms [2021-04-26 15:41:00 main:574] : INFO : Epoch 1922 | loss: 0.0311277 | val_loss: 0.0311484 | Time: 2766.8 ms [2021-04-26 15:41:03 main:574] : INFO : Epoch 1923 | loss: 0.0311288 | val_loss: 0.031148 | Time: 2768.23 ms [2021-04-26 15:41:06 main:574] : INFO : Epoch 1924 | loss: 0.0311273 | val_loss: 0.0311526 | Time: 2771.8 ms [2021-04-26 15:41:08 main:574] : INFO : Epoch 1925 | loss: 0.0311299 | val_loss: 0.0311531 | Time: 2767.41 ms [2021-04-26 15:41:11 main:574] : INFO : Epoch 1926 | loss: 0.031134 | val_loss: 0.0311538 | Time: 2774.18 ms [2021-04-26 15:41:14 main:574] : INFO : Epoch 1927 | loss: 0.0311362 | val_loss: 0.031147 | Time: 2771.65 ms [2021-04-26 15:41:17 main:574] : INFO : Epoch 1928 | loss: 0.0311331 | val_loss: 0.0311475 | Time: 2770.51 ms [2021-04-26 15:41:20 main:574] : INFO : Epoch 1929 | loss: 0.0311318 | val_loss: 0.0311474 | Time: 2783.48 ms [2021-04-26 15:41:22 main:574] : INFO : Epoch 1930 | loss: 0.0311317 | val_loss: 0.031149 | Time: 2750.39 ms [2021-04-26 15:41:25 main:574] : INFO : Epoch 1931 | loss: 0.0311328 | val_loss: 0.0311458 | Time: 2771.64 ms [2021-04-26 15:41:28 main:574] : INFO : Epoch 1932 | loss: 0.0311322 | val_loss: 0.0311464 | Time: 2759.32 ms [2021-04-26 15:41:31 main:574] : INFO : Epoch 1933 | loss: 0.0311292 | val_loss: 0.0311452 | Time: 2779.57 ms [2021-04-26 15:41:33 main:574] : INFO : Epoch 1934 | loss: 0.0311276 | val_loss: 0.0311461 | Time: 2766.6 ms [2021-04-26 15:41:36 main:574] : INFO : Epoch 1935 | loss: 0.0311288 | val_loss: 0.0311437 | Time: 2768.13 ms [2021-04-26 15:41:39 main:574] : INFO : Epoch 1936 | loss: 0.0311273 | val_loss: 0.0311481 | Time: 2776 ms [2021-04-26 15:41:42 main:574] : INFO : Epoch 1937 | loss: 0.0311313 | val_loss: 0.0311468 | Time: 2758.11 ms [2021-04-26 15:41:45 main:574] : INFO : Epoch 1938 | loss: 0.0311311 | val_loss: 0.0311488 | Time: 2761.82 ms [2021-04-26 15:41:47 main:574] : INFO : Epoch 1939 | loss: 0.0311324 | val_loss: 0.0311439 | Time: 2766.49 ms [2021-04-26 15:41:50 main:574] : INFO : Epoch 1940 | loss: 0.0311296 | val_loss: 0.0311461 | Time: 2772.84 ms [2021-04-26 15:41:53 main:574] : INFO : Epoch 1941 | loss: 0.0311296 | val_loss: 0.0311465 | Time: 2758.28 ms [2021-04-26 15:41:56 main:574] : INFO : Epoch 1942 | loss: 0.0311301 | val_loss: 0.0311445 | Time: 2767.84 ms [2021-04-26 15:41:59 main:574] : INFO : Epoch 1943 | loss: 0.0311344 | val_loss: 0.0311592 | Time: 2767.37 ms [2021-04-26 15:42:01 main:574] : INFO : Epoch 1944 | loss: 0.0311414 | val_loss: 0.0311572 | Time: 2764.57 ms [2021-04-26 15:42:04 main:574] : INFO : Epoch 1945 | loss: 0.0311409 | val_loss: 0.0311576 | Time: 2764.53 ms [2021-04-26 15:42:07 main:574] : INFO : Epoch 1946 | loss: 0.0311359 | val_loss: 0.0311501 | Time: 2772.16 ms [2021-04-26 15:42:10 main:574] : INFO : Epoch 1947 | loss: 0.0311313 | val_loss: 0.0311457 | Time: 2759.58 ms [2021-04-26 15:42:13 main:574] : INFO : Epoch 1948 | loss: 0.0311339 | val_loss: 0.0311546 | Time: 2762.25 ms [2021-04-26 15:42:15 main:574] : INFO : Epoch 1949 | loss: 0.0311343 | val_loss: 0.031152 | Time: 2760.25 ms [2021-04-26 15:42:18 main:574] : INFO : Epoch 1950 | loss: 0.0311332 | val_loss: 0.0311465 | Time: 2764.01 ms [2021-04-26 15:42:21 main:574] : INFO : Epoch 1951 | loss: 0.0311288 | val_loss: 0.0311448 | Time: 2744.53 ms [2021-04-26 15:42:24 main:574] : INFO : Epoch 1952 | loss: 0.0311298 | val_loss: 0.0311434 | Time: 2760.76 ms [2021-04-26 15:42:26 main:574] : INFO : Epoch 1953 | loss: 0.0311263 | val_loss: 0.0311441 | Time: 2761.52 ms [2021-04-26 15:42:29 main:574] : INFO : Epoch 1954 | loss: 0.0311263 | val_loss: 0.0311431 | Time: 2758.63 ms [2021-04-26 15:42:32 main:574] : INFO : Epoch 1955 | loss: 0.0311264 | val_loss: 0.0311493 | Time: 2768.49 ms [2021-04-26 15:42:35 main:574] : INFO : Epoch 1956 | loss: 0.03113 | val_loss: 0.0311507 | Time: 2770.58 ms [2021-04-26 15:42:38 main:574] : INFO : Epoch 1957 | loss: 0.031126 | val_loss: 0.0311483 | Time: 2773.8 ms [2021-04-26 15:42:40 main:574] : INFO : Epoch 1958 | loss: 0.0311252 | val_loss: 0.0311443 | Time: 2756.11 ms [2021-04-26 15:42:43 main:574] : INFO : Epoch 1959 | loss: 0.0311246 | val_loss: 0.0311444 | Time: 2757.32 ms [2021-04-26 15:42:46 main:574] : INFO : Epoch 1960 | loss: 0.0311228 | val_loss: 0.0311431 | Time: 2766.62 ms [2021-04-26 15:42:49 main:574] : INFO : Epoch 1961 | loss: 0.0311231 | val_loss: 0.0311459 | Time: 2766.06 ms [2021-04-26 15:42:51 main:574] : INFO : Epoch 1962 | loss: 0.0311234 | val_loss: 0.0311434 | Time: 2755.69 ms [2021-04-26 15:42:54 main:574] : INFO : Epoch 1963 | loss: 0.031122 | val_loss: 0.031141 | Time: 2768.76 ms [2021-04-26 15:42:57 main:574] : INFO : Epoch 1964 | loss: 0.0311239 | val_loss: 0.0311435 | Time: 2763.33 ms [2021-04-26 15:43:00 main:574] : INFO : Epoch 1965 | loss: 0.0311228 | val_loss: 0.0311451 | Time: 2755.89 ms [2021-04-26 15:43:03 main:574] : INFO : Epoch 1966 | loss: 0.0311262 | val_loss: 0.0311451 | Time: 2783.62 ms [2021-04-26 15:43:05 main:574] : INFO : Epoch 1967 | loss: 0.0311232 | val_loss: 0.031142 | Time: 2764.65 ms [2021-04-26 15:43:08 main:574] : INFO : Epoch 1968 | loss: 0.0311215 | val_loss: 0.0311412 | Time: 2762.97 ms [2021-04-26 15:43:11 main:574] : INFO : Epoch 1969 | loss: 0.0311217 | val_loss: 0.0311412 | Time: 2764.29 ms [2021-04-26 15:43:14 main:574] : INFO : Epoch 1970 | loss: 0.0311207 | val_loss: 0.0311443 | Time: 2764.82 ms [2021-04-26 15:43:17 main:574] : INFO : Epoch 1971 | loss: 0.0311239 | val_loss: 0.0311393 | Time: 2772.27 ms [2021-04-26 15:43:19 main:574] : INFO : Epoch 1972 | loss: 0.0311237 | val_loss: 0.0311447 | Time: 2766.29 ms [2021-04-26 15:43:22 main:574] : INFO : Epoch 1973 | loss: 0.031125 | val_loss: 0.0311481 | Time: 2759.64 ms [2021-04-26 15:43:25 main:574] : INFO : Epoch 1974 | loss: 0.0311254 | val_loss: 0.0311453 | Time: 2763.4 ms [2021-04-26 15:43:28 main:574] : INFO : Epoch 1975 | loss: 0.031126 | val_loss: 0.0311446 | Time: 2766.71 ms [2021-04-26 15:43:30 main:574] : INFO : Epoch 1976 | loss: 0.0311235 | val_loss: 0.0311441 | Time: 2767.96 ms [2021-04-26 15:43:33 main:574] : INFO : Epoch 1977 | loss: 0.0311218 | val_loss: 0.0311459 | Time: 2766.8 ms [2021-04-26 15:43:36 main:574] : INFO : Epoch 1978 | loss: 0.0311208 | val_loss: 0.0311461 | Time: 2768.85 ms [2021-04-26 15:43:39 main:574] : INFO : Epoch 1979 | loss: 0.0311224 | val_loss: 0.0311482 | Time: 2765.53 ms [2021-04-26 15:43:42 main:574] : INFO : Epoch 1980 | loss: 0.0311221 | val_loss: 0.0311464 | Time: 2760.13 ms [2021-04-26 15:43:44 main:574] : INFO : Epoch 1981 | loss: 0.0311219 | val_loss: 0.0311438 | Time: 2765.28 ms [2021-04-26 15:43:47 main:574] : INFO : Epoch 1982 | loss: 0.0311213 | val_loss: 0.0311484 | Time: 2779.96 ms [2021-04-26 15:43:50 main:574] : INFO : Epoch 1983 | loss: 0.0311229 | val_loss: 0.0311427 | Time: 2752.09 ms [2021-04-26 15:43:53 main:574] : INFO : Epoch 1984 | loss: 0.0311233 | val_loss: 0.0311468 | Time: 2766.77 ms [2021-04-26 15:43:55 main:574] : INFO : Epoch 1985 | loss: 0.0311235 | val_loss: 0.031146 | Time: 2763.1 ms [2021-04-26 15:43:58 main:574] : INFO : Epoch 1986 | loss: 0.0311219 | val_loss: 0.031146 | Time: 2761.55 ms [2021-04-26 15:44:01 main:574] : INFO : Epoch 1987 | loss: 0.0311211 | val_loss: 0.0311454 | Time: 2757.9 ms [2021-04-26 15:44:04 main:574] : INFO : Epoch 1988 | loss: 0.0311235 | val_loss: 0.0311462 | Time: 2767.28 ms [2021-04-26 15:44:07 main:574] : INFO : Epoch 1989 | loss: 0.0311244 | val_loss: 0.0311463 | Time: 2766.65 ms [2021-04-26 15:44:09 main:574] : INFO : Epoch 1990 | loss: 0.0311237 | val_loss: 0.0311462 | Time: 2759.39 ms [2021-04-26 15:44:12 main:574] : INFO : Epoch 1991 | loss: 0.0311242 | val_loss: 0.0311462 | Time: 2780.75 ms [2021-04-26 15:44:15 main:574] : INFO : Epoch 1992 | loss: 0.0311321 | val_loss: 0.0311503 | Time: 2767.36 ms [2021-04-26 15:44:18 main:574] : INFO : Epoch 1993 | loss: 0.0311268 | val_loss: 0.0311492 | Time: 2764.08 ms [2021-04-26 15:44:21 main:574] : INFO : Epoch 1994 | loss: 0.0311239 | val_loss: 0.0311448 | Time: 2767.92 ms [2021-04-26 15:44:23 main:574] : INFO : Epoch 1995 | loss: 0.0311242 | val_loss: 0.0311434 | Time: 2759.22 ms [2021-04-26 15:44:26 main:574] : INFO : Epoch 1996 | loss: 0.031125 | val_loss: 0.0311414 | Time: 2767.7 ms [2021-04-26 15:44:29 main:574] : INFO : Epoch 1997 | loss: 0.0311204 | val_loss: 0.0311389 | Time: 2766.36 ms [2021-04-26 15:44:32 main:574] : INFO : Epoch 1998 | loss: 0.0311219 | val_loss: 0.0311429 | Time: 2777.87 ms [2021-04-26 15:44:34 main:574] : INFO : Epoch 1999 | loss: 0.0311225 | val_loss: 0.0311435 | Time: 2775.02 ms [2021-04-26 15:44:37 main:574] : INFO : Epoch 2000 | loss: 0.0311216 | val_loss: 0.0311417 | Time: 2767.26 ms [2021-04-26 15:44:40 main:574] : INFO : Epoch 2001 | loss: 0.0311218 | val_loss: 0.0311468 | Time: 2774.42 ms [2021-04-26 15:44:43 main:574] : INFO : Epoch 2002 | loss: 0.031124 | val_loss: 0.0311534 | Time: 2760.85 ms [2021-04-26 15:44:46 main:574] : INFO : Epoch 2003 | loss: 0.0311226 | val_loss: 0.0311437 | Time: 2776.77 ms [2021-04-26 15:44:48 main:574] : INFO : Epoch 2004 | loss: 0.0311255 | val_loss: 0.0311519 | Time: 2774.21 ms [2021-04-26 15:44:51 main:574] : INFO : Epoch 2005 | loss: 0.0311263 | val_loss: 0.0311489 | Time: 2766.07 ms [2021-04-26 15:44:54 main:574] : INFO : Epoch 2006 | loss: 0.0311233 | val_loss: 0.0311447 | Time: 2771.15 ms [2021-04-26 15:44:57 main:574] : INFO : Epoch 2007 | loss: 0.0311229 | val_loss: 0.0311455 | Time: 2762.43 ms [2021-04-26 15:45:00 main:574] : INFO : Epoch 2008 | loss: 0.0311228 | val_loss: 0.0311464 | Time: 2780.2 ms [2021-04-26 15:45:02 main:574] : INFO : Epoch 2009 | loss: 0.0311226 | val_loss: 0.0311473 | Time: 2766.03 ms [2021-04-26 15:45:05 main:574] : INFO : Epoch 2010 | loss: 0.0311217 | val_loss: 0.0311458 | Time: 2762.8 ms [2021-04-26 15:45:08 main:574] : INFO : Epoch 2011 | loss: 0.0311233 | val_loss: 0.0311466 | Time: 2772.54 ms [2021-04-26 15:45:11 main:574] : INFO : Epoch 2012 | loss: 0.0311232 | val_loss: 0.031149 | Time: 2767.52 ms [2021-04-26 15:45:13 main:574] : INFO : Epoch 2013 | loss: 0.0311236 | val_loss: 0.0311476 | Time: 2771.33 ms [2021-04-26 15:45:16 main:574] : INFO : Epoch 2014 | loss: 0.0311269 | val_loss: 0.0311457 | Time: 2776.51 ms [2021-04-26 15:45:19 main:574] : INFO : Epoch 2015 | loss: 0.0311255 | val_loss: 0.0311453 | Time: 2763.31 ms [2021-04-26 15:45:22 main:574] : INFO : Epoch 2016 | loss: 0.0311305 | val_loss: 0.0311484 | Time: 2756.66 ms [2021-04-26 15:45:25 main:574] : INFO : Epoch 2017 | loss: 0.0311323 | val_loss: 0.0311467 | Time: 2791.27 ms [2021-04-26 15:45:28 main:574] : INFO : Epoch 2018 | loss: 0.0311314 | val_loss: 0.0311466 | Time: 2756.74 ms [2021-04-26 15:45:30 main:574] : INFO : Epoch 2019 | loss: 0.0311288 | val_loss: 0.0311494 | Time: 2759.28 ms [2021-04-26 15:45:33 main:574] : INFO : Epoch 2020 | loss: 0.0311307 | val_loss: 0.0311472 | Time: 2772.76 ms [2021-04-26 15:45:36 main:574] : INFO : Epoch 2021 | loss: 0.0311302 | val_loss: 0.0311478 | Time: 2763.09 ms [2021-04-26 15:45:39 main:574] : INFO : Epoch 2022 | loss: 0.0311306 | val_loss: 0.0311463 | Time: 2765.33 ms [2021-04-26 15:45:41 main:574] : INFO : Epoch 2023 | loss: 0.0311269 | val_loss: 0.0311457 | Time: 2748.16 ms [2021-04-26 15:45:44 main:574] : INFO : Epoch 2024 | loss: 0.0311274 | val_loss: 0.0311441 | Time: 2774.19 ms [2021-04-26 15:45:47 main:574] : INFO : Epoch 2025 | loss: 0.0311268 | val_loss: 0.0311458 | Time: 2772.94 ms [2021-04-26 15:45:50 main:574] : INFO : Epoch 2026 | loss: 0.0311272 | val_loss: 0.0311474 | Time: 2752.03 ms [2021-04-26 15:45:53 main:574] : INFO : Epoch 2027 | loss: 0.0311258 | val_loss: 0.0311454 | Time: 2757.98 ms [2021-04-26 15:45:55 main:574] : INFO : Epoch 2028 | loss: 0.0311279 | val_loss: 0.0311475 | Time: 2753.92 ms [2021-04-26 15:45:58 main:574] : INFO : Epoch 2029 | loss: 0.0311272 | val_loss: 0.0311475 | Time: 2762.86 ms [2021-04-26 15:46:01 main:574] : INFO : Epoch 2030 | loss: 0.0311263 | val_loss: 0.0311442 | Time: 2765.06 ms [2021-04-26 15:46:04 main:574] : INFO : Epoch 2031 | loss: 0.031127 | val_loss: 0.0311471 | Time: 2760.84 ms [2021-04-26 15:46:06 main:574] : INFO : Epoch 2032 | loss: 0.0311264 | val_loss: 0.0311424 | Time: 2757.74 ms [2021-04-26 15:46:09 main:574] : INFO : Epoch 2033 | loss: 0.0311248 | val_loss: 0.0311432 | Time: 2754.23 ms [2021-04-26 15:46:12 main:574] : INFO : Epoch 2034 | loss: 0.0311236 | val_loss: 0.0311474 | Time: 2772.67 ms [2021-04-26 15:46:15 main:574] : INFO : Epoch 2035 | loss: 0.0311233 | val_loss: 0.0311477 | Time: 2764.01 ms [2021-04-26 15:46:18 main:574] : INFO : Epoch 2036 | loss: 0.0311227 | val_loss: 0.031144 | Time: 2767.2 ms [2021-04-26 15:46:20 main:574] : INFO : Epoch 2037 | loss: 0.0311228 | val_loss: 0.031145 | Time: 2764.72 ms [2021-04-26 15:46:23 main:574] : INFO : Epoch 2038 | loss: 0.0311221 | val_loss: 0.0311471 | Time: 2764.37 ms [2021-04-26 15:46:26 main:574] : INFO : Epoch 2039 | loss: 0.0311243 | val_loss: 0.0311441 | Time: 2773.12 ms [2021-04-26 15:46:29 main:574] : INFO : Epoch 2040 | loss: 0.0311261 | val_loss: 0.0311451 | Time: 2767.71 ms [2021-04-26 15:46:32 main:574] : INFO : Epoch 2041 | loss: 0.0311249 | val_loss: 0.0311434 | Time: 2770.52 ms [2021-04-26 15:46:34 main:574] : INFO : Epoch 2042 | loss: 0.031124 | val_loss: 0.0311435 | Time: 2768.27 ms [2021-04-26 15:46:37 main:574] : INFO : Epoch 2043 | loss: 0.0311257 | val_loss: 0.0311488 | Time: 2767.23 ms [2021-04-26 15:46:40 main:574] : INFO : Epoch 2044 | loss: 0.0311237 | val_loss: 0.0311451 | Time: 2767.36 ms [2021-04-26 15:46:43 main:574] : INFO : Epoch 2045 | loss: 0.0311226 | val_loss: 0.0311455 | Time: 2771.87 ms [2021-04-26 15:46:45 main:574] : INFO : Epoch 2046 | loss: 0.0311227 | val_loss: 0.0311431 | Time: 2768.44 ms [2021-04-26 15:46:48 main:574] : INFO : Epoch 2047 | loss: 0.0311239 | val_loss: 0.0311494 | Time: 2764.13 ms [2021-04-26 15:46:51 main:574] : INFO : Epoch 2048 | loss: 0.0311237 | val_loss: 0.0311476 | Time: 2762.39 ms [2021-04-26 15:46:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311476 [2021-04-26 15:46:51 main:603] : INFO : Saving end state to config to file [2021-04-26 15:46:51 main:608] : INFO : Success, exiting.. 15:46:51 (8032): 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)