Task 7668289
| Name | ParityModified-1630351485-2305-3_0 |
| Workunit | 5317815 |
| Created | 28 Sep 2021, 6:42:37 UTC |
| Sent | 6 Oct 2021, 0:56:52 UTC |
| Report deadline | 13 Oct 2021, 0:56:52 UTC |
| Received | 6 Oct 2021, 15:20:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 55 min 47 sec |
| CPU time | 55 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9 main:574] : INFO : Epoch 1542 | loss: 0.0311472 | val_loss: 0.0311524 | Time: 1633.13 ms [2021-10-06 11:01:50 main:574] : INFO : Epoch 1543 | loss: 0.031146 | val_loss: 0.031146 | Time: 1626.29 ms [2021-10-06 11:01:52 main:574] : INFO : Epoch 1544 | loss: 0.0311446 | val_loss: 0.0311471 | Time: 1630.78 ms [2021-10-06 11:01:54 main:574] : INFO : Epoch 1545 | loss: 0.0311444 | val_loss: 0.0311502 | Time: 1608.92 ms [2021-10-06 11:01:55 main:574] : INFO : Epoch 1546 | loss: 0.0311483 | val_loss: 0.0311492 | Time: 1638.97 ms [2021-10-06 11:01:57 main:574] : INFO : Epoch 1547 | loss: 0.0311466 | val_loss: 0.031147 | Time: 1646.53 ms [2021-10-06 11:01:59 main:574] : INFO : Epoch 1548 | loss: 0.0311454 | val_loss: 0.0311491 | Time: 1623.71 ms [2021-10-06 11:02:00 main:574] : INFO : Epoch 1549 | loss: 0.0311439 | val_loss: 0.03115 | Time: 1610.58 ms [2021-10-06 11:02:02 main:574] : INFO : Epoch 1550 | loss: 0.0311445 | val_loss: 0.031148 | Time: 1633.56 ms [2021-10-06 11:02:03 main:574] : INFO : Epoch 1551 | loss: 0.0311419 | val_loss: 0.0311484 | Time: 1624.71 ms [2021-10-06 11:02:05 main:574] : INFO : Epoch 1552 | loss: 0.0311427 | val_loss: 0.0311474 | Time: 1645.47 ms [2021-10-06 11:02:07 main:574] : INFO : Epoch 1553 | loss: 0.0311416 | val_loss: 0.0311471 | Time: 1622.93 ms [2021-10-06 11:02:08 main:574] : INFO : Epoch 1554 | loss: 0.0311405 | val_loss: 0.0311473 | Time: 1622.09 ms [2021-10-06 11:02:10 main:574] : INFO : Epoch 1555 | loss: 0.0311403 | val_loss: 0.0311439 | Time: 1626.89 ms [2021-10-06 11:02:12 main:574] : INFO : Epoch 1556 | loss: 0.0311414 | val_loss: 0.031146 | Time: 1653.97 ms [2021-10-06 11:02:13 main:574] : INFO : Epoch 1557 | loss: 0.0311409 | val_loss: 0.0311439 | Time: 1638.04 ms [2021-10-06 11:02:15 main:574] : INFO : Epoch 1558 | loss: 0.0311401 | val_loss: 0.0311455 | Time: 1646.22 ms [2021-10-06 11:02:17 main:574] : INFO : Epoch 1559 | loss: 0.0311391 | val_loss: 0.0311424 | Time: 1656.81 ms [2021-10-06 11:02:18 main:574] : INFO : Epoch 1560 | loss: 0.0311391 | val_loss: 0.0311424 | Time: 1645.51 ms [2021-10-06 11:02:20 main:574] : INFO : Epoch 1561 | loss: 0.0311381 | val_loss: 0.0311462 | Time: 1618.01 ms [2021-10-06 11:02:21 main:574] : INFO : Epoch 1562 | loss: 0.0311379 | val_loss: 0.0311488 | Time: 1620.78 ms [2021-10-06 11:02:23 main:574] : INFO : Epoch 1563 | loss: 0.0311415 | val_loss: 0.0311455 | Time: 1663.45 ms [2021-10-06 11:02:25 main:574] : INFO : Epoch 1564 | loss: 0.0311398 | val_loss: 0.0311417 | Time: 1620.77 ms [2021-10-06 11:02:26 main:574] : INFO : Epoch 1565 | loss: 0.0311346 | val_loss: 0.031148 | Time: 1604.18 ms [2021-10-06 11:02:28 main:574] : INFO : Epoch 1566 | loss: 0.0311355 | val_loss: 0.0311471 | Time: 1636.73 ms [2021-10-06 11:02:30 main:574] : INFO : Epoch 1567 | loss: 0.0311343 | val_loss: 0.0311473 | Time: 1668.27 ms [2021-10-06 11:02:31 main:574] : INFO : Epoch 1568 | loss: 0.0311339 | val_loss: 0.0311487 | Time: 1635.25 ms [2021-10-06 11:02:33 main:574] : INFO : Epoch 1569 | loss: 0.0311353 | val_loss: 0.0311448 | Time: 1630.24 ms [2021-10-06 11:02:35 main:574] : INFO : Epoch 1570 | loss: 0.0311355 | val_loss: 0.0311494 | Time: 1643.01 ms [2021-10-06 11:02:36 main:574] : INFO : Epoch 1571 | loss: 0.0311359 | val_loss: 0.0311551 | Time: 1647.02 ms [2021-10-06 11:02:38 main:574] : INFO : Epoch 1572 | loss: 0.0311348 | val_loss: 0.0311463 | Time: 1632.85 ms [2021-10-06 11:02:40 main:574] : INFO : Epoch 1573 | loss: 0.0311334 | val_loss: 0.0311465 | Time: 1652.83 ms [2021-10-06 11:02:41 main:574] : INFO : Epoch 1574 | loss: 0.0311323 | val_loss: 0.0311484 | Time: 1696.58 ms [2021-10-06 11:02:43 main:574] : INFO : Epoch 1575 | loss: 0.0311316 | val_loss: 0.031146 | Time: 1679.04 ms [2021-10-06 11:02:45 main:574] : INFO : Epoch 1576 | loss: 0.0311311 | val_loss: 0.0311453 | Time: 1645.64 ms [2021-10-06 11:02:46 main:574] : INFO : Epoch 1577 | loss: 0.0311309 | val_loss: 0.0311456 | Time: 1612.5 ms [2021-10-06 11:02:48 main:574] : INFO : Epoch 1578 | loss: 0.0311309 | val_loss: 0.0311502 | Time: 1624.91 ms [2021-10-06 11:02:49 main:574] : INFO : Epoch 1579 | loss: 0.0311338 | val_loss: 0.0311447 | Time: 1611.69 ms [2021-10-06 11:02:51 main:574] : INFO : Epoch 1580 | loss: 0.0311315 | val_loss: 0.0311456 | Time: 1638.32 ms [2021-10-06 11:02:53 main:574] : INFO : Epoch 1581 | loss: 0.0311343 | val_loss: 0.0311464 | Time: 1619.29 ms [2021-10-06 11:02:54 main:574] : INFO : Epoch 1582 | loss: 0.031139 | val_loss: 0.0311448 | Time: 1635.06 ms [2021-10-06 11:02:56 main:574] : INFO : Epoch 1583 | loss: 0.031141 | val_loss: 0.0311459 | Time: 1631.18 ms [2021-10-06 11:02:58 main:574] : INFO : Epoch 1584 | loss: 0.0311383 | val_loss: 0.0311449 | Time: 1628.41 ms [2021-10-06 11:02:59 main:574] : INFO : Epoch 1585 | loss: 0.0311367 | val_loss: 0.0311445 | Time: 1613.8 ms [2021-10-06 11:03:01 main:574] : INFO : Epoch 1586 | loss: 0.0311371 | val_loss: 0.031144 | Time: 1621.9 ms [2021-10-06 11:03:03 main:574] : INFO : Epoch 1587 | loss: 0.0311366 | val_loss: 0.0311443 | Time: 1658.65 ms [2021-10-06 11:03:04 main:574] : INFO : Epoch 1588 | loss: 0.0311378 | val_loss: 0.0311441 | Time: 1660.63 ms [2021-10-06 11:03:06 main:574] : INFO : Epoch 1589 | loss: 0.03114 | val_loss: 0.031146 | Time: 1653.68 ms [2021-10-06 11:03:08 main:574] : INFO : Epoch 1590 | loss: 0.0311381 | val_loss: 0.0311424 | Time: 1623.32 ms [2021-10-06 11:03:09 main:574] : INFO : Epoch 1591 | loss: 0.0311372 | val_loss: 0.0311413 | Time: 1646.18 ms [2021-10-06 11:03:11 main:574] : INFO : Epoch 1592 | loss: 0.0311355 | val_loss: 0.0311408 | Time: 1641.44 ms [2021-10-06 11:03:12 main:574] : INFO : Epoch 1593 | loss: 0.0311394 | val_loss: 0.0311417 | Time: 1640.84 ms [2021-10-06 11:03:14 main:574] : INFO : Epoch 1594 | loss: 0.0311364 | val_loss: 0.0311412 | Time: 1640.11 ms [2021-10-06 11:03:16 main:574] : INFO : Epoch 1595 | loss: 0.0311361 | val_loss: 0.0311417 | Time: 1699.3 ms [2021-10-06 11:03:17 main:574] : INFO : Epoch 1596 | loss: 0.0311396 | val_loss: 0.0311422 | Time: 1621.06 ms [2021-10-06 11:03:19 main:574] : INFO : Epoch 1597 | loss: 0.0311424 | val_loss: 0.0311463 | Time: 1639.95 ms [2021-10-06 11:03:21 main:574] : INFO : Epoch 1598 | loss: 0.0311401 | val_loss: 0.0311426 | Time: 1664.28 ms [2021-10-06 11:03:22 main:574] : INFO : Epoch 1599 | loss: 0.0311368 | val_loss: 0.0311408 | Time: 1654.84 ms [2021-10-06 11:03:24 main:574] : INFO : Epoch 1600 | loss: 0.0311358 | val_loss: 0.0311432 | Time: 1688.39 ms [2021-10-06 11:03:26 main:574] : INFO : Epoch 1601 | loss: 0.0311351 | val_loss: 0.0311395 | Time: 1638.33 ms [2021-10-06 11:03:27 main:574] : INFO : Epoch 1602 | loss: 0.0311341 | val_loss: 0.0311502 | Time: 1658.79 ms [2021-10-06 11:03:29 main:574] : INFO : Epoch 1603 | loss: 0.0311361 | val_loss: 0.031146 | Time: 1633.46 ms [2021-10-06 11:03:31 main:574] : INFO : Epoch 1604 | loss: 0.0311349 | val_loss: 0.0311411 | Time: 1640.52 ms [2021-10-06 11:03:32 main:574] : INFO : Epoch 1605 | loss: 0.0311317 | val_loss: 0.0311406 | Time: 1655.79 ms [2021-10-06 11:03:34 main:574] : INFO : Epoch 1606 | loss: 0.031132 | val_loss: 0.0311439 | Time: 1643.06 ms [2021-10-06 11:03:36 main:574] : INFO : Epoch 1607 | loss: 0.0311314 | val_loss: 0.0311462 | Time: 1651.37 ms [2021-10-06 11:03:37 main:574] : INFO : Epoch 1608 | loss: 0.0311347 | val_loss: 0.031143 | Time: 1633.5 ms [2021-10-06 11:03:39 main:574] : INFO : Epoch 1609 | loss: 0.0311354 | val_loss: 0.0311431 | Time: 1641.67 ms [2021-10-06 11:03:41 main:574] : INFO : Epoch 1610 | loss: 0.031134 | val_loss: 0.0311415 | Time: 1645.98 ms [2021-10-06 11:03:42 main:574] : INFO : Epoch 1611 | loss: 0.0311327 | val_loss: 0.0311412 | Time: 1682.08 ms [2021-10-06 11:03:44 main:574] : INFO : Epoch 1612 | loss: 0.031132 | val_loss: 0.0311424 | Time: 1657.85 ms [2021-10-06 11:03:46 main:574] : INFO : Epoch 1613 | loss: 0.0311324 | val_loss: 0.0311426 | Time: 1636.49 ms [2021-10-06 11:03:47 main:574] : INFO : Epoch 1614 | loss: 0.0311313 | val_loss: 0.0311422 | Time: 1626.47 ms [2021-10-06 11:03:49 main:574] : INFO : Epoch 1615 | loss: 0.0311297 | val_loss: 0.0311413 | Time: 1696 ms [2021-10-06 11:03:51 main:574] : INFO : Epoch 1616 | loss: 0.0311298 | val_loss: 0.0311451 | Time: 1637.64 ms [2021-10-06 11:03:52 main:574] : INFO : Epoch 1617 | loss: 0.0311297 | val_loss: 0.0311412 | Time: 1634.05 ms [2021-10-06 11:03:54 main:574] : INFO : Epoch 1618 | loss: 0.0311289 | val_loss: 0.0311427 | Time: 1646.76 ms [2021-10-06 11:03:56 main:574] : INFO : Epoch 1619 | loss: 0.0311285 | val_loss: 0.0311412 | Time: 1618.11 ms [2021-10-06 11:03:57 main:574] : INFO : Epoch 1620 | loss: 0.031128 | val_loss: 0.0311403 | Time: 1630.38 ms [2021-10-06 11:03:59 main:574] : INFO : Epoch 1621 | loss: 0.0311278 | val_loss: 0.0311419 | Time: 1653.93 ms [2021-10-06 11:04:00 main:574] : INFO : Epoch 1622 | loss: 0.0311296 | val_loss: 0.0311417 | Time: 1638.06 ms [2021-10-06 11:04:02 main:574] : INFO : Epoch 1623 | loss: 0.0311317 | val_loss: 0.0311467 | Time: 1686.64 ms [2021-10-06 11:04:04 main:574] : INFO : Epoch 1624 | loss: 0.031132 | val_loss: 0.0311461 | Time: 1654.49 ms [2021-10-06 11:04:05 main:574] : INFO : Epoch 1625 | loss: 0.0311296 | val_loss: 0.0311465 | Time: 1639.62 ms [2021-10-06 11:04:07 main:574] : INFO : Epoch 1626 | loss: 0.0311322 | val_loss: 0.0311463 | Time: 1676.98 ms [2021-10-06 11:04:09 main:574] : INFO : Epoch 1627 | loss: 0.0311293 | val_loss: 0.0311466 | Time: 1618.45 ms [2021-10-06 11:04:10 main:574] : INFO : Epoch 1628 | loss: 0.0311297 | val_loss: 0.031144 | Time: 1628.65 ms [2021-10-06 11:04:12 main:574] : INFO : Epoch 1629 | loss: 0.0311295 | val_loss: 0.0311448 | Time: 1656.32 ms [2021-10-06 11:04:14 main:574] : INFO : Epoch 1630 | loss: 0.0311296 | val_loss: 0.0311473 | Time: 1659.97 ms [2021-10-06 11:04:15 main:574] : INFO : Epoch 1631 | loss: 0.0311297 | val_loss: 0.0311519 | Time: 1643.92 ms [2021-10-06 11:04:17 main:574] : INFO : Epoch 1632 | loss: 0.0311315 | val_loss: 0.0311499 | Time: 1635.98 ms [2021-10-06 11:04:19 main:574] : INFO : Epoch 1633 | loss: 0.0311303 | val_loss: 0.0311467 | Time: 1741.51 ms [2021-10-06 11:04:20 main:574] : INFO : Epoch 1634 | loss: 0.0311306 | val_loss: 0.0311486 | Time: 1663.97 ms [2021-10-06 11:04:22 main:574] : INFO : Epoch 1635 | loss: 0.0311309 | val_loss: 0.0311419 | Time: 1640.75 ms [2021-10-06 11:04:24 main:574] : INFO : Epoch 1636 | loss: 0.0311302 | val_loss: 0.0311472 | Time: 1717.66 ms [2021-10-06 11:04:26 main:574] : INFO : Epoch 1637 | loss: 0.0311307 | val_loss: 0.0311421 | Time: 1791.52 ms [2021-10-06 11:04:27 main:574] : INFO : Epoch 1638 | loss: 0.0311288 | val_loss: 0.0311437 | Time: 1662.63 ms [2021-10-06 11:04:29 main:574] : INFO : Epoch 1639 | loss: 0.031132 | val_loss: 0.0311475 | Time: 1616.16 ms [2021-10-06 11:04:31 main:574] : INFO : Epoch 1640 | loss: 0.0311312 | val_loss: 0.0311454 | Time: 1631.65 ms [2021-10-06 11:04:32 main:574] : INFO : Epoch 1641 | loss: 0.0311288 | val_loss: 0.0311456 | Time: 1628.57 ms [2021-10-06 11:04:34 main:574] : INFO : Epoch 1642 | loss: 0.0311286 | val_loss: 0.0311447 | Time: 1644.2 ms [2021-10-06 11:04:35 main:574] : INFO : Epoch 1643 | loss: 0.0311284 | val_loss: 0.0311449 | Time: 1608.23 ms [2021-10-06 11:04:37 main:574] : INFO : Epoch 1644 | loss: 0.0311276 | val_loss: 0.0311433 | Time: 1637.38 ms [2021-10-06 11:04:39 main:574] : INFO : Epoch 1645 | loss: 0.0311289 | val_loss: 0.031147 | Time: 1614.63 ms [2021-10-06 11:04:40 main:574] : INFO : Epoch 1646 | loss: 0.0311291 | val_loss: 0.0311444 | Time: 1649.74 ms [2021-10-06 11:04:42 main:574] : INFO : Epoch 1647 | loss: 0.0311285 | val_loss: 0.0311512 | Time: 1617.52 ms [2021-10-06 11:04:44 main:574] : INFO : Epoch 1648 | loss: 0.0311297 | val_loss: 0.0311436 | Time: 1641.07 ms [2021-10-06 11:04:45 main:574] : INFO : Epoch 1649 | loss: 0.0311283 | val_loss: 0.0311388 | Time: 1621.75 ms [2021-10-06 11:04:47 main:574] : INFO : Epoch 1650 | loss: 0.0311266 | val_loss: 0.0311412 | Time: 1639.03 ms [2021-10-06 11:04:49 main:574] : INFO : Epoch 1651 | loss: 0.0311257 | val_loss: 0.0311442 | Time: 1647.82 ms [2021-10-06 11:04:50 main:574] : INFO : Epoch 1652 | loss: 0.031128 | val_loss: 0.0311425 | Time: 1683.68 ms [2021-10-06 11:04:52 main:574] : INFO : Epoch 1653 | loss: 0.0311284 | val_loss: 0.031144 | Time: 1632.42 ms [2021-10-06 11:04:54 main:574] : INFO : Epoch 1654 | loss: 0.0311294 | val_loss: 0.0311445 | Time: 1630.01 ms [2021-10-06 11:04:55 main:574] : INFO : Epoch 1655 | loss: 0.0311266 | val_loss: 0.031144 | Time: 1622.64 ms [2021-10-06 11:04:57 main:574] : INFO : Epoch 1656 | loss: 0.031128 | val_loss: 0.0311424 | Time: 1634.32 ms [2021-10-06 11:04:58 main:574] : INFO : Epoch 1657 | loss: 0.0311254 | val_loss: 0.0311378 | Time: 1634.92 ms [2021-10-06 11:05:00 main:574] : INFO : Epoch 1658 | loss: 0.0311278 | val_loss: 0.0311596 | Time: 1630.79 ms [2021-10-06 11:05:02 main:574] : INFO : Epoch 1659 | loss: 0.031189 | val_loss: 0.0323595 | Time: 1660.27 ms [2021-10-06 11:05:03 main:574] : INFO : Epoch 1660 | loss: 0.033276 | val_loss: 0.0318869 | Time: 1642.74 ms [2021-10-06 11:05:05 main:574] : INFO : Epoch 1661 | loss: 0.0314278 | val_loss: 0.031273 | Time: 1620.82 ms [2021-10-06 11:05:07 main:574] : INFO : Epoch 1662 | loss: 0.0312187 | val_loss: 0.0311789 | Time: 1682.67 ms [2021-10-06 11:05:08 main:574] : INFO : Epoch 1663 | loss: 0.0311558 | val_loss: 0.0311555 | Time: 1667.99 ms [2021-10-06 11:05:10 main:574] : INFO : Epoch 1664 | loss: 0.0311406 | val_loss: 0.0311505 | Time: 1640.8 ms [2021-10-06 11:05:12 main:574] : INFO : Epoch 1665 | loss: 0.0311402 | val_loss: 0.0311518 | Time: 1730.65 ms [2021-10-06 11:05:13 main:574] : INFO : Epoch 1666 | loss: 0.0311394 | val_loss: 0.0311486 | Time: 1658.41 ms [2021-10-06 11:05:15 main:574] : INFO : Epoch 1667 | loss: 0.031138 | val_loss: 0.0311489 | Time: 1614.88 ms [2021-10-06 11:05:17 main:574] : INFO : Epoch 1668 | loss: 0.031136 | val_loss: 0.0311487 | Time: 1646.2 ms [2021-10-06 11:05:18 main:574] : INFO : Epoch 1669 | loss: 0.0311361 | val_loss: 0.0311536 | Time: 1635.68 ms [2021-10-06 11:05:20 main:574] : INFO : Epoch 1670 | loss: 0.0311368 | val_loss: 0.0311501 | Time: 1632.13 ms [2021-10-06 11:05:22 main:574] : INFO : Epoch 1671 | loss: 0.0311344 | val_loss: 0.0311469 | Time: 1656.3 ms [2021-10-06 11:05:23 main:574] : INFO : Epoch 1672 | loss: 0.031139 | val_loss: 0.0311497 | Time: 1706.44 ms [2021-10-06 11:05:25 main:574] : INFO : Epoch 1673 | loss: 0.0311384 | val_loss: 0.0311437 | Time: 1631.33 ms [2021-10-06 11:05:27 main:574] : INFO : Epoch 1674 | loss: 0.0311344 | val_loss: 0.0311427 | Time: 1648.4 ms [2021-10-06 11:05:28 main:574] : INFO : Epoch 1675 | loss: 0.0311324 | val_loss: 0.0311424 | Time: 1649.45 ms [2021-10-06 11:05:30 main:574] : INFO : Epoch 1676 | loss: 0.0311341 | val_loss: 0.0311419 | Time: 1648.76 ms [2021-10-06 11:05:32 main:574] : INFO : Epoch 1677 | loss: 0.0311305 | val_loss: 0.0311444 | Time: 1631.52 ms [2021-10-06 11:05:33 main:574] : INFO : Epoch 1678 | loss: 0.0311321 | val_loss: 0.0311429 | Time: 1640.2 ms [2021-10-06 11:05:35 main:574] : INFO : Epoch 1679 | loss: 0.0311316 | val_loss: 0.0311449 | Time: 1636.75 ms [2021-10-06 11:05:37 main:574] : INFO : Epoch 1680 | loss: 0.0311306 | val_loss: 0.0311447 | Time: 1645.01 ms [2021-10-06 11:05:38 main:574] : INFO : Epoch 1681 | loss: 0.0311306 | val_loss: 0.0311431 | Time: 1617.81 ms [2021-10-06 11:05:40 main:574] : INFO : Epoch 1682 | loss: 0.0311337 | val_loss: 0.0311515 | Time: 1619.75 ms [2021-10-06 11:05:41 main:574] : INFO : Epoch 1683 | loss: 0.0311351 | val_loss: 0.0311513 | Time: 1601.95 ms [2021-10-06 11:05:43 main:574] : INFO : Epoch 1684 | loss: 0.0311372 | val_loss: 0.0311505 | Time: 1615.17 ms [2021-10-06 11:05:45 main:574] : INFO : Epoch 1685 | loss: 0.0311366 | val_loss: 0.0311479 | Time: 1635.91 ms [2021-10-06 11:05:46 main:574] : INFO : Epoch 1686 | loss: 0.0311388 | val_loss: 0.0311456 | Time: 1633.67 ms [2021-10-06 11:05:48 main:574] : INFO : Epoch 1687 | loss: 0.0311379 | val_loss: 0.0311432 | Time: 1623.75 ms [2021-10-06 11:05:50 main:574] : INFO : Epoch 1688 | loss: 0.0311391 | val_loss: 0.0311458 | Time: 1620.3 ms [2021-10-06 11:05:51 main:574] : INFO : Epoch 1689 | loss: 0.03114 | val_loss: 0.0311443 | Time: 1634.06 ms [2021-10-06 11:05:53 main:574] : INFO : Epoch 1690 | loss: 0.0311392 | val_loss: 0.0311484 | Time: 1607.5 ms [2021-10-06 11:05:55 main:574] : INFO : Epoch 1691 | loss: 0.0311386 | val_loss: 0.031145 | Time: 1618.18 ms [2021-10-06 11:05:56 main:574] : INFO : Epoch 1692 | loss: 0.031136 | val_loss: 0.0311443 | Time: 1637.89 ms [2021-10-06 11:05:58 main:574] : INFO : Epoch 1693 | loss: 0.0311353 | val_loss: 0.0311434 | Time: 1619.19 ms [2021-10-06 11:05:59 main:574] : INFO : Epoch 1694 | loss: 0.031135 | val_loss: 0.0311421 | Time: 1640 ms [2021-10-06 11:06:01 main:574] : INFO : Epoch 1695 | loss: 0.0311355 | val_loss: 0.0311422 | Time: 1645.67 ms [2021-10-06 11:06:03 main:574] : INFO : Epoch 1696 | loss: 0.0311351 | val_loss: 0.0311413 | Time: 1602.82 ms [2021-10-06 11:06:04 main:574] : INFO : Epoch 1697 | loss: 0.0311336 | val_loss: 0.0311408 | Time: 1629.89 ms [2021-10-06 11:06:06 main:574] : INFO : Epoch 1698 | loss: 0.031134 | val_loss: 0.0311447 | Time: 1649.53 ms [2021-10-06 11:06:08 main:574] : INFO : Epoch 1699 | loss: 0.0311322 | val_loss: 0.0311434 | Time: 1629.91 ms [2021-10-06 11:06:09 main:574] : INFO : Epoch 1700 | loss: 0.0311326 | val_loss: 0.0311422 | Time: 1620.08 ms [2021-10-06 11:06:11 main:574] : INFO : Epoch 1701 | loss: 0.0311314 | val_loss: 0.0311419 | Time: 1643.67 ms [2021-10-06 11:06:13 main:574] : INFO : Epoch 1702 | loss: 0.0311306 | val_loss: 0.0311421 | Time: 1629.92 ms [2021-10-06 11:06:14 main:574] : INFO : Epoch 1703 | loss: 0.0311314 | val_loss: 0.031143 | Time: 1647.84 ms [2021-10-06 11:06:16 main:574] : INFO : Epoch 1704 | loss: 0.0311311 | val_loss: 0.0311403 | Time: 1636.68 ms [2021-10-06 11:06:17 main:574] : INFO : Epoch 1705 | loss: 0.0311326 | val_loss: 0.03114 | Time: 1648.93 ms [2021-10-06 11:06:19 main:574] : INFO : Epoch 1706 | loss: 0.0311319 | val_loss: 0.0311419 | Time: 1702.05 ms [2021-10-06 11:06:21 main:574] : INFO : Epoch 1707 | loss: 0.0311311 | val_loss: 0.0311417 | Time: 1871.57 ms [2021-10-06 11:06:23 main:574] : INFO : Epoch 1708 | loss: 0.0311308 | val_loss: 0.0311409 | Time: 1702.31 ms [2021-10-06 11:06:25 main:574] : INFO : Epoch 1709 | loss: 0.0311307 | val_loss: 0.0311516 | Time: 1716.41 ms [2021-10-06 11:06:26 main:574] : INFO : Epoch 1710 | loss: 0.0311317 | val_loss: 0.0311437 | Time: 1641.12 ms [2021-10-06 11:06:28 main:574] : INFO : Epoch 1711 | loss: 0.0311293 | val_loss: 0.0311415 | Time: 1618.57 ms [2021-10-06 11:06:29 main:574] : INFO : Epoch 1712 | loss: 0.0311302 | val_loss: 0.0311427 | Time: 1622.53 ms [2021-10-06 11:06:31 main:574] : INFO : Epoch 1713 | loss: 0.0311294 | val_loss: 0.0311424 | Time: 1643.69 ms [2021-10-06 11:06:33 main:574] : INFO : Epoch 1714 | loss: 0.0311291 | val_loss: 0.0311439 | Time: 1852.54 ms [2021-10-06 11:06:35 main:574] : INFO : Epoch 1715 | loss: 0.0311311 | val_loss: 0.0311456 | Time: 1941.43 ms [2021-10-06 11:06:37 main:574] : INFO : Epoch 1716 | loss: 0.0311301 | val_loss: 0.0311447 | Time: 1676.02 ms [2021-10-06 11:06:38 main:574] : INFO : Epoch 1717 | loss: 0.0311302 | val_loss: 0.0311433 | Time: 1651.51 ms [2021-10-06 11:06:40 main:574] : INFO : Epoch 1718 | loss: 0.0311342 | val_loss: 0.0311432 | Time: 1643.99 ms [2021-10-06 11:06:42 main:574] : INFO : Epoch 1719 | loss: 0.0311304 | val_loss: 0.0311455 | Time: 1627.4 ms [2021-10-06 11:06:43 main:574] : INFO : Epoch 1720 | loss: 0.0311317 | val_loss: 0.0311462 | Time: 1629.62 ms [2021-10-06 11:06:45 main:574] : INFO : Epoch 1721 | loss: 0.0311312 | val_loss: 0.0311475 | Time: 1632.99 ms [2021-10-06 11:06:46 main:574] : INFO : Epoch 1722 | loss: 0.031131 | val_loss: 0.0311442 | Time: 1644.01 ms [2021-10-06 11:06:48 main:574] : INFO : Epoch 1723 | loss: 0.0311313 | val_loss: 0.0311455 | Time: 1699.01 ms [2021-10-06 11:06:50 main:574] : INFO : Epoch 1724 | loss: 0.0311321 | val_loss: 0.0311434 | Time: 1641.68 ms [2021-10-06 11:06:51 main:574] : INFO : Epoch 1725 | loss: 0.031132 | val_loss: 0.0311445 | Time: 1657.53 ms [2021-10-06 11:06:53 main:574] : INFO : Epoch 1726 | loss: 0.0311323 | val_loss: 0.0311458 | Time: 1653.32 ms [2021-10-06 11:06:55 main:574] : INFO : Epoch 1727 | loss: 0.0311334 | val_loss: 0.0311442 | Time: 1632.03 ms [2021-10-06 11:06:56 main:574] : INFO : Epoch 1728 | loss: 0.0311337 | val_loss: 0.0311423 | Time: 1633.08 ms [2021-10-06 11:06:58 main:574] : INFO : Epoch 1729 | loss: 0.0311316 | val_loss: 0.031144 | Time: 1617.33 ms [2021-10-06 11:07:00 main:574] : INFO : Epoch 1730 | loss: 0.0311308 | val_loss: 0.0311464 | Time: 1628.5 ms [2021-10-06 11:07:01 main:574] : INFO : Epoch 1731 | loss: 0.0311296 | val_loss: 0.031144 | Time: 1635.42 ms [2021-10-06 11:07:03 main:574] : INFO : Epoch 1732 | loss: 0.0311294 | val_loss: 0.0311443 | Time: 1651.09 ms [2021-10-06 11:07:05 main:574] : INFO : Epoch 1733 | loss: 0.031129 | val_loss: 0.0311441 | Time: 1618.77 ms [2021-10-06 11:07:06 main:574] : INFO : Epoch 1734 | loss: 0.0311284 | val_loss: 0.0311448 | Time: 1615.22 ms [2021-10-06 11:07:08 main:574] : INFO : Epoch 1735 | loss: 0.0311282 | val_loss: 0.0311447 | Time: 1636.01 ms [2021-10-06 11:07:09 main:574] : INFO : Epoch 1736 | loss: 0.0311282 | val_loss: 0.0311469 | Time: 1638.78 ms [2021-10-06 11:07:11 main:574] : INFO : Epoch 1737 | loss: 0.0311277 | val_loss: 0.0311441 | Time: 1629.48 ms [2021-10-06 11:07:13 main:574] : INFO : Epoch 1738 | loss: 0.0311279 | val_loss: 0.0311457 | Time: 1638.14 ms [2021-10-06 11:07:14 main:574] : INFO : Epoch 1739 | loss: 0.0311277 | val_loss: 0.0311453 | Time: 1624.22 ms [2021-10-06 11:07:16 main:574] : INFO : Epoch 1740 | loss: 0.031129 | val_loss: 0.0311452 | Time: 1622.81 ms [2021-10-06 11:07:18 main:574] : INFO : Epoch 1741 | loss: 0.0311324 | val_loss: 0.0311487 | Time: 1624.84 ms [2021-10-06 11:07:19 main:574] : INFO : Epoch 1742 | loss: 0.0311309 | val_loss: 0.0311489 | Time: 1612.37 ms [2021-10-06 11:07:21 main:574] : INFO : Epoch 1743 | loss: 0.0311282 | val_loss: 0.0311471 | Time: 1611.01 ms [2021-10-06 11:07:23 main:574] : INFO : Epoch 1744 | loss: 0.0311278 | val_loss: 0.0311454 | Time: 1618.07 ms [2021-10-06 11:07:24 main:574] : INFO : Epoch 1745 | loss: 0.0311292 | val_loss: 0.0311466 | Time: 1620.35 ms [2021-10-06 11:07:26 main:574] : INFO : Epoch 1746 | loss: 0.0311293 | val_loss: 0.0311468 | Time: 1634.33 ms [2021-10-06 11:07:27 main:574] : INFO : Epoch 1747 | loss: 0.0311288 | val_loss: 0.0311516 | Time: 1629.22 ms [2021-10-06 11:07:29 main:574] : INFO : Epoch 1748 | loss: 0.0311264 | val_loss: 0.0311486 | Time: 1637.67 ms [2021-10-06 11:07:31 main:574] : INFO : Epoch 1749 | loss: 0.0311257 | val_loss: 0.0311498 | Time: 1660.51 ms [2021-10-06 11:07:32 main:574] : INFO : Epoch 1750 | loss: 0.0311314 | val_loss: 0.0311513 | Time: 1646.53 ms [2021-10-06 11:07:34 main:574] : INFO : Epoch 1751 | loss: 0.031133 | val_loss: 0.0311489 | Time: 1631.73 ms [2021-10-06 11:07:36 main:574] : INFO : Epoch 1752 | loss: 0.031136 | val_loss: 0.0311543 | Time: 1613.29 ms [2021-10-06 11:07:37 main:574] : INFO : Epoch 1753 | loss: 0.0311444 | val_loss: 0.0311502 | Time: 1644.46 ms [2021-10-06 11:07:39 main:574] : INFO : Epoch 1754 | loss: 0.031138 | val_loss: 0.0311483 | Time: 1638.23 ms [2021-10-06 11:07:41 main:574] : INFO : Epoch 1755 | loss: 0.0311359 | val_loss: 0.031151 | Time: 1640.86 ms [2021-10-06 11:07:42 main:574] : INFO : Epoch 1756 | loss: 0.0311355 | val_loss: 0.031147 | Time: 1622.42 ms [2021-10-06 11:07:44 main:574] : INFO : Epoch 1757 | loss: 0.0311324 | val_loss: 0.0311477 | Time: 1618.6 ms [2021-10-06 11:07:45 main:574] : INFO : Epoch 1758 | loss: 0.0311329 | val_loss: 0.0311494 | Time: 1644.63 ms [2021-10-06 11:07:47 main:574] : INFO : Epoch 1759 | loss: 0.0311364 | val_loss: 0.0311459 | Time: 1634.12 ms [2021-10-06 11:07:49 main:574] : INFO : Epoch 1760 | loss: 0.0311357 | val_loss: 0.0311447 | Time: 1651.49 ms [2021-10-06 11:07:50 main:574] : INFO : Epoch 1761 | loss: 0.0311355 | val_loss: 0.0311447 | Time: 1614.73 ms [2021-10-06 11:07:52 main:574] : INFO : Epoch 1762 | loss: 0.0311332 | val_loss: 0.0311434 | Time: 1601.06 ms [2021-10-06 11:07:54 main:574] : INFO : Epoch 1763 | loss: 0.0311315 | val_loss: 0.0311448 | Time: 1638.9 ms [2021-10-06 11:07:55 main:574] : INFO : Epoch 1764 | loss: 0.031133 | val_loss: 0.0311521 | Time: 1629.2 ms [2021-10-06 11:07:57 main:574] : INFO : Epoch 1765 | loss: 0.0311313 | val_loss: 0.0311446 | Time: 1631.12 ms [2021-10-06 11:07:59 main:574] : INFO : Epoch 1766 | loss: 0.0311306 | val_loss: 0.0311458 | Time: 1652.13 ms [2021-10-06 11:08:00 main:574] : INFO : Epoch 1767 | loss: 0.0311293 | val_loss: 0.0311453 | Time: 1636.73 ms [2021-10-06 11:08:02 main:574] : INFO : Epoch 1768 | loss: 0.0311292 | val_loss: 0.0311419 | Time: 1640.94 ms [2021-10-06 11:08:04 main:574] : INFO : Epoch 1769 | loss: 0.0311302 | val_loss: 0.0311424 | Time: 1644.51 ms [2021-10-06 11:08:05 main:574] : INFO : Epoch 1770 | loss: 0.0311307 | val_loss: 0.0311414 | Time: 1646.28 ms [2021-10-06 11:08:07 main:574] : INFO : Epoch 1771 | loss: 0.0311326 | val_loss: 0.0311441 | Time: 1623.56 ms [2021-10-06 11:08:08 main:574] : INFO : Epoch 1772 | loss: 0.0311293 | val_loss: 0.0311403 | Time: 1632.6 ms [2021-10-06 11:08:10 main:574] : INFO : Epoch 1773 | loss: 0.0311314 | val_loss: 0.0311421 | Time: 1645.07 ms [2021-10-06 11:08:12 main:574] : INFO : Epoch 1774 | loss: 0.0311342 | val_loss: 0.0311466 | Time: 1624.13 ms [2021-10-06 11:08:13 main:574] : INFO : Epoch 1775 | loss: 0.031134 | val_loss: 0.0311421 | Time: 1643.64 ms [2021-10-06 11:08:15 main:574] : INFO : Epoch 1776 | loss: 0.0311328 | val_loss: 0.0311437 | Time: 1644.52 ms [2021-10-06 11:08:17 main:574] : INFO : Epoch 1777 | loss: 0.0311329 | val_loss: 0.0311443 | Time: 1617.83 ms [2021-10-06 11:08:18 main:574] : INFO : Epoch 1778 | loss: 0.0311333 | val_loss: 0.0311418 | Time: 1623.42 ms [2021-10-06 11:08:20 main:574] : INFO : Epoch 1779 | loss: 0.0311303 | val_loss: 0.031142 | Time: 1655.46 ms [2021-10-06 11:08:22 main:574] : INFO : Epoch 1780 | loss: 0.0311276 | val_loss: 0.0311447 | Time: 1633 ms [2021-10-06 11:08:23 main:574] : INFO : Epoch 1781 | loss: 0.0311278 | val_loss: 0.0311438 | Time: 1626.83 ms [2021-10-06 11:08:25 main:574] : INFO : Epoch 1782 | loss: 0.0311271 | val_loss: 0.0311478 | Time: 1617.67 ms [2021-10-06 11:08:27 main:574] : INFO : Epoch 1783 | loss: 0.0311275 | val_loss: 0.0311465 | Time: 1643.14 ms [2021-10-06 11:08:28 main:574] : INFO : Epoch 1784 | loss: 0.0311264 | val_loss: 0.0311438 | Time: 1606.49 ms [2021-10-06 11:08:30 main:574] : INFO : Epoch 1785 | loss: 0.0311248 | val_loss: 0.0311442 | Time: 1633.5 ms [2021-10-06 11:08:31 main:574] : INFO : Epoch 1786 | loss: 0.0311247 | val_loss: 0.0311463 | Time: 1628.93 ms [2021-10-06 11:08:33 main:574] : INFO : Epoch 1787 | loss: 0.0311249 | val_loss: 0.0311469 | Time: 1631.35 ms [2021-10-06 11:08:35 main:574] : INFO : Epoch 1788 | loss: 0.0311237 | val_loss: 0.0311457 | Time: 1646.7 ms [2021-10-06 11:08:36 main:574] : INFO : Epoch 1789 | loss: 0.0311246 | val_loss: 0.0311474 | Time: 1636.17 ms [2021-10-06 11:08:38 main:574] : INFO : Epoch 1790 | loss: 0.0311262 | val_loss: 0.0311459 | Time: 1598.63 ms [2021-10-06 11:08:40 main:574] : INFO : Epoch 1791 | loss: 0.0311259 | val_loss: 0.0311458 | Time: 1633.44 ms [2021-10-06 11:08:41 main:574] : INFO : Epoch 1792 | loss: 0.0311259 | val_loss: 0.0311466 | Time: 1622.72 ms [2021-10-06 11:08:43 main:574] : INFO : Epoch 1793 | loss: 0.031126 | val_loss: 0.0311472 | Time: 1636.75 ms [2021-10-06 11:08:44 main:574] : INFO : Epoch 1794 | loss: 0.0311243 | val_loss: 0.0311495 | Time: 1632.38 ms [2021-10-06 11:08:46 main:574] : INFO : Epoch 1795 | loss: 0.0311275 | val_loss: 0.0311494 | Time: 1659.68 ms [2021-10-06 11:08:48 main:574] : INFO : Epoch 1796 | loss: 0.0311269 | val_loss: 0.0311484 | Time: 1645.15 ms [2021-10-06 11:08:49 main:574] : INFO : Epoch 1797 | loss: 0.0311295 | val_loss: 0.0311449 | Time: 1619.01 ms [2021-10-06 11:08:51 main:574] : INFO : Epoch 1798 | loss: 0.0311314 | val_loss: 0.0311437 | Time: 1657.4 ms [2021-10-06 11:08:53 main:574] : INFO : Epoch 1799 | loss: 0.0311313 | val_loss: 0.0311441 | Time: 1629.91 ms [2021-10-06 11:08:54 main:574] : INFO : Epoch 1800 | loss: 0.031128 | val_loss: 0.031144 | Time: 1638.73 ms [2021-10-06 11:08:56 main:574] : INFO : Epoch 1801 | loss: 0.0311292 | val_loss: 0.0311446 | Time: 1635.88 ms [2021-10-06 11:08:58 main:574] : INFO : Epoch 1802 | loss: 0.0311281 | val_loss: 0.0311461 | Time: 1640.61 ms [2021-10-06 11:08:59 main:574] : INFO : Epoch 1803 | loss: 0.031127 | val_loss: 0.0311434 | Time: 1628.91 ms [2021-10-06 11:09:01 main:574] : INFO : Epoch 1804 | loss: 0.0311292 | val_loss: 0.031144 | Time: 1624.45 ms [2021-10-06 11:09:03 main:574] : INFO : Epoch 1805 | loss: 0.0311274 | val_loss: 0.031145 | Time: 1625.69 ms [2021-10-06 11:09:04 main:574] : INFO : Epoch 1806 | loss: 0.0311271 | val_loss: 0.031143 | Time: 1610.13 ms [2021-10-06 11:09:06 main:574] : INFO : Epoch 1807 | loss: 0.0311258 | val_loss: 0.0311443 | Time: 1637.55 ms [2021-10-06 11:09:08 main:574] : INFO : Epoch 1808 | loss: 0.0311263 | val_loss: 0.0311451 | Time: 1650.48 ms [2021-10-06 11:09:09 main:574] : INFO : Epoch 1809 | loss: 0.0311262 | val_loss: 0.0311498 | Time: 1621.95 ms [2021-10-06 11:09:11 main:574] : INFO : Epoch 1810 | loss: 0.0311249 | val_loss: 0.0311444 | Time: 1638.77 ms [2021-10-06 11:09:12 main:574] : INFO : Epoch 1811 | loss: 0.031125 | val_loss: 0.0311422 | Time: 1624 ms [2021-10-06 11:09:14 main:574] : INFO : Epoch 1812 | loss: 0.0311247 | val_loss: 0.0311413 | Time: 1600.28 ms [2021-10-06 11:09:16 main:574] : INFO : Epoch 1813 | loss: 0.0311244 | val_loss: 0.0311451 | Time: 1627.74 ms [2021-10-06 11:09:17 main:574] : INFO : Epoch 1814 | loss: 0.0311293 | val_loss: 0.0311534 | Time: 1639.63 ms [2021-10-06 11:09:19 main:574] : INFO : Epoch 1815 | loss: 0.0311304 | val_loss: 0.0311504 | Time: 1641.01 ms [2021-10-06 11:09:21 main:574] : INFO : Epoch 1816 | loss: 0.0311265 | val_loss: 0.0311498 | Time: 1643.49 ms [2021-10-06 11:09:22 main:574] : INFO : Epoch 1817 | loss: 0.0311286 | val_loss: 0.0311548 | Time: 1610.08 ms [2021-10-06 11:09:24 main:574] : INFO : Epoch 1818 | loss: 0.031133 | val_loss: 0.0311509 | Time: 1652.88 ms [2021-10-06 11:09:26 main:574] : INFO : Epoch 1819 | loss: 0.0311306 | val_loss: 0.0311512 | Time: 1658.84 ms [2021-10-06 11:09:27 main:574] : INFO : Epoch 1820 | loss: 0.0311278 | val_loss: 0.0311462 | Time: 1628.47 ms [2021-10-06 11:09:29 main:574] : INFO : Epoch 1821 | loss: 0.0311287 | val_loss: 0.0311473 | Time: 1645.16 ms [2021-10-06 11:09:30 main:574] : INFO : Epoch 1822 | loss: 0.0311317 | val_loss: 0.0311568 | Time: 1639.16 ms [2021-10-06 11:09:32 main:574] : INFO : Epoch 1823 | loss: 0.0311318 | val_loss: 0.03115 | Time: 1641.7 ms [2021-10-06 11:09:34 main:574] : INFO : Epoch 1824 | loss: 0.031129 | val_loss: 0.0311504 | Time: 1639.01 ms [2021-10-06 11:09:35 main:574] : INFO : Epoch 1825 | loss: 0.0311274 | val_loss: 0.0311472 | Time: 1634.33 ms [2021-10-06 11:09:37 main:574] : INFO : Epoch 1826 | loss: 0.0311261 | val_loss: 0.0311507 | Time: 1632.01 ms [2021-10-06 11:09:39 main:574] : INFO : Epoch 1827 | loss: 0.0311271 | val_loss: 0.0311451 | Time: 1644.35 ms [2021-10-06 11:09:40 main:574] : INFO : Epoch 1828 | loss: 0.0311271 | val_loss: 0.0311525 | Time: 1636.45 ms [2021-10-06 11:09:42 main:574] : INFO : Epoch 1829 | loss: 0.0311291 | val_loss: 0.0311527 | Time: 1622.34 ms [2021-10-06 11:09:44 main:574] : INFO : Epoch 1830 | loss: 0.0311258 | val_loss: 0.0311449 | Time: 1627.67 ms [2021-10-06 11:09:45 main:574] : INFO : Epoch 1831 | loss: 0.0311258 | val_loss: 0.031146 | Time: 1650.03 ms [2021-10-06 11:09:47 main:574] : INFO : Epoch 1832 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 1623.59 ms [2021-10-06 11:09:49 main:574] : INFO : Epoch 1833 | loss: 0.0311223 | val_loss: 0.031145 | Time: 1618.89 ms [2021-10-06 11:09:50 main:574] : INFO : Epoch 1834 | loss: 0.0311253 | val_loss: 0.0311494 | Time: 1651.54 ms [2021-10-06 11:09:52 main:574] : INFO : Epoch 1835 | loss: 0.0311241 | val_loss: 0.0311483 | Time: 1634.01 ms [2021-10-06 11:09:53 main:574] : INFO : Epoch 1836 | loss: 0.0311253 | val_loss: 0.0311484 | Time: 1652.4 ms [2021-10-06 11:09:55 main:574] : INFO : Epoch 1837 | loss: 0.0311263 | val_loss: 0.0311482 | Time: 1643.82 ms [2021-10-06 11:09:57 main:574] : INFO : Epoch 1838 | loss: 0.0311355 | val_loss: 0.0311571 | Time: 1644.74 ms [2021-10-06 11:09:58 main:574] : INFO : Epoch 1839 | loss: 0.0311511 | val_loss: 0.0311542 | Time: 1647.26 ms [2021-10-06 11:10:00 main:574] : INFO : Epoch 1840 | loss: 0.0311497 | val_loss: 0.0311545 | Time: 1642.62 ms [2021-10-06 11:10:02 main:574] : INFO : Epoch 1841 | loss: 0.0311473 | val_loss: 0.0311538 | Time: 1621.82 ms [2021-10-06 11:10:03 main:574] : INFO : Epoch 1842 | loss: 0.0311439 | val_loss: 0.031152 | Time: 1631.29 ms [2021-10-06 11:10:05 main:574] : INFO : Epoch 1843 | loss: 0.0311421 | val_loss: 0.0311523 | Time: 1637.52 ms [2021-10-06 11:10:07 main:574] : INFO : Epoch 1844 | loss: 0.0311426 | val_loss: 0.0311496 | Time: 1635.42 ms [2021-10-06 11:10:08 main:574] : INFO : Epoch 1845 | loss: 0.0311396 | val_loss: 0.0311477 | Time: 1643.94 ms [2021-10-06 11:10:10 main:574] : INFO : Epoch 1846 | loss: 0.0311381 | val_loss: 0.0311452 | Time: 1618.47 ms [2021-10-06 11:10:12 main:574] : INFO : Epoch 1847 | loss: 0.0311382 | val_loss: 0.03115 | Time: 1633.89 ms [2021-10-06 11:10:13 main:574] : INFO : Epoch 1848 | loss: 0.0311377 | val_loss: 0.0311428 | Time: 1629.89 ms [2021-10-06 11:10:15 main:574] : INFO : Epoch 1849 | loss: 0.0311346 | val_loss: 0.031148 | Time: 1644.13 ms [2021-10-06 11:10:16 main:574] : INFO : Epoch 1850 | loss: 0.0311371 | val_loss: 0.0311491 | Time: 1651.31 ms [2021-10-06 11:10:18 main:574] : INFO : Epoch 1851 | loss: 0.0311339 | val_loss: 0.0311464 | Time: 1609.1 ms [2021-10-06 11:10:20 main:574] : INFO : Epoch 1852 | loss: 0.031132 | val_loss: 0.0311459 | Time: 1643.16 ms [2021-10-06 11:10:21 main:574] : INFO : Epoch 1853 | loss: 0.0311352 | val_loss: 0.0311473 | Time: 1642.42 ms [2021-10-06 11:10:23 main:574] : INFO : Epoch 1854 | loss: 0.0311345 | val_loss: 0.0311477 | Time: 1605.86 ms [2021-10-06 11:10:25 main:574] : INFO : Epoch 1855 | loss: 0.0311325 | val_loss: 0.0311462 | Time: 1614.11 ms [2021-10-06 11:10:26 main:574] : INFO : Epoch 1856 | loss: 0.0311335 | val_loss: 0.0311518 | Time: 1634.52 ms [2021-10-06 11:10:28 main:574] : INFO : Epoch 1857 | loss: 0.0311367 | val_loss: 0.0311526 | Time: 1625.54 ms [2021-10-06 11:10:30 main:574] : INFO : Epoch 1858 | loss: 0.0311348 | val_loss: 0.0311492 | Time: 1645.67 ms [2021-10-06 11:10:31 main:574] : INFO : Epoch 1859 | loss: 0.031132 | val_loss: 0.0311494 | Time: 1631.2 ms [2021-10-06 11:10:33 main:574] : INFO : Epoch 1860 | loss: 0.0311314 | val_loss: 0.0311497 | Time: 1635.31 ms [2021-10-06 11:10:34 main:574] : INFO : Epoch 1861 | loss: 0.0311305 | val_loss: 0.0311472 | Time: 1633.13 ms [2021-10-06 11:10:36 main:574] : INFO : Epoch 1862 | loss: 0.0311314 | val_loss: 0.0311535 | Time: 1622.82 ms [2021-10-06 11:10:38 main:574] : INFO : Epoch 1863 | loss: 0.0311292 | val_loss: 0.0311477 | Time: 1571.68 ms [2021-10-06 11:10:39 main:574] : INFO : Epoch 1864 | loss: 0.0311292 | val_loss: 0.0311447 | Time: 1611.51 ms [2021-10-06 11:10:41 main:574] : INFO : Epoch 1865 | loss: 0.0311299 | val_loss: 0.0311449 | Time: 1657.91 ms [2021-10-06 11:10:43 main:574] : INFO : Epoch 1866 | loss: 0.0311309 | val_loss: 0.0311439 | Time: 1626.28 ms [2021-10-06 11:10:44 main:574] : INFO : Epoch 1867 | loss: 0.0311294 | val_loss: 0.0311397 | Time: 1646.08 ms [2021-10-06 11:10:46 main:574] : INFO : Epoch 1868 | loss: 0.0311288 | val_loss: 0.0311397 | Time: 1620.46 ms [2021-10-06 11:10:48 main:574] : INFO : Epoch 1869 | loss: 0.0311279 | val_loss: 0.0311434 | Time: 1656.58 ms [2021-10-06 11:10:49 main:574] : INFO : Epoch 1870 | loss: 0.03113 | val_loss: 0.0311444 | Time: 1625.3 ms [2021-10-06 11:10:51 main:574] : INFO : Epoch 1871 | loss: 0.0311293 | val_loss: 0.0311461 | Time: 1707.37 ms [2021-10-06 11:10:53 main:574] : INFO : Epoch 1872 | loss: 0.03113 | val_loss: 0.031146 | Time: 1654.22 ms [2021-10-06 11:10:54 main:574] : INFO : Epoch 1873 | loss: 0.0311297 | val_loss: 0.0311424 | Time: 1617.02 ms [2021-10-06 11:10:56 main:574] : INFO : Epoch 1874 | loss: 0.0311298 | val_loss: 0.031147 | Time: 1626.48 ms [2021-10-06 11:10:57 main:574] : INFO : Epoch 1875 | loss: 0.0311328 | val_loss: 0.031144 | Time: 1615.54 ms [2021-10-06 11:10:59 main:574] : INFO : Epoch 1876 | loss: 0.0311344 | val_loss: 0.0311581 | Time: 1663.76 ms [2021-10-06 11:11:01 main:574] : INFO : Epoch 1877 | loss: 0.0311345 | val_loss: 0.0311502 | Time: 1650.58 ms [2021-10-06 11:11:02 main:574] : INFO : Epoch 1878 | loss: 0.031131 | val_loss: 0.0311404 | Time: 1651.73 ms [2021-10-06 11:11:04 main:574] : INFO : Epoch 1879 | loss: 0.0311289 | val_loss: 0.0311407 | Time: 1623.32 ms [2021-10-06 11:11:06 main:574] : INFO : Epoch 1880 | loss: 0.0311291 | val_loss: 0.0311418 | Time: 1638.91 ms [2021-10-06 11:11:07 main:574] : INFO : Epoch 1881 | loss: 0.0311303 | val_loss: 0.0311443 | Time: 1626.89 ms [2021-10-06 11:11:09 main:574] : INFO : Epoch 1882 | loss: 0.0311322 | val_loss: 0.0311446 | Time: 1646.55 ms [2021-10-06 11:11:11 main:574] : INFO : Epoch 1883 | loss: 0.0311303 | val_loss: 0.0311411 | Time: 1635.62 ms [2021-10-06 11:11:12 main:574] : INFO : Epoch 1884 | loss: 0.0311285 | val_loss: 0.0311413 | Time: 1634.13 ms [2021-10-06 11:11:14 main:574] : INFO : Epoch 1885 | loss: 0.031128 | val_loss: 0.0311397 | Time: 1619.02 ms [2021-10-06 11:11:16 main:574] : INFO : Epoch 1886 | loss: 0.0311282 | val_loss: 0.0311558 | Time: 1691.97 ms [2021-10-06 11:11:17 main:574] : INFO : Epoch 1887 | loss: 0.0311277 | val_loss: 0.0311422 | Time: 1635.32 ms [2021-10-06 11:11:19 main:574] : INFO : Epoch 1888 | loss: 0.0311256 | val_loss: 0.0311422 | Time: 1633.87 ms [2021-10-06 11:11:20 main:574] : INFO : Epoch 1889 | loss: 0.0311253 | val_loss: 0.0311418 | Time: 1635.29 ms [2021-10-06 11:11:22 main:574] : INFO : Epoch 1890 | loss: 0.0311254 | val_loss: 0.0311422 | Time: 1640.91 ms [2021-10-06 11:11:24 main:574] : INFO : Epoch 1891 | loss: 0.0311253 | val_loss: 0.0311431 | Time: 1634 ms [2021-10-06 11:11:25 main:574] : INFO : Epoch 1892 | loss: 0.0311254 | val_loss: 0.0311451 | Time: 1648.17 ms [2021-10-06 11:11:27 main:574] : INFO : Epoch 1893 | loss: 0.0311263 | val_loss: 0.0311423 | Time: 1621.21 ms [2021-10-06 11:11:29 main:574] : INFO : Epoch 1894 | loss: 0.0311249 | val_loss: 0.0311446 | Time: 1636.61 ms [2021-10-06 11:11:30 main:574] : INFO : Epoch 1895 | loss: 0.0311265 | val_loss: 0.0311416 | Time: 1634.04 ms [2021-10-06 11:11:32 main:574] : INFO : Epoch 1896 | loss: 0.0311251 | val_loss: 0.0311437 | Time: 1631.22 ms [2021-10-06 11:11:34 main:574] : INFO : Epoch 1897 | loss: 0.0311256 | val_loss: 0.0311412 | Time: 1627.92 ms [2021-10-06 11:11:35 main:574] : INFO : Epoch 1898 | loss: 0.031127 | val_loss: 0.0311458 | Time: 1644.66 ms [2021-10-06 11:11:37 main:574] : INFO : Epoch 1899 | loss: 0.0311278 | val_loss: 0.0311452 | Time: 1652.79 ms [2021-10-06 11:11:39 main:574] : INFO : Epoch 1900 | loss: 0.0311281 | val_loss: 0.0311483 | Time: 1650.28 ms [2021-10-06 11:11:40 main:574] : INFO : Epoch 1901 | loss: 0.031129 | val_loss: 0.0311493 | Time: 1638.42 ms [2021-10-06 11:11:42 main:574] : INFO : Epoch 1902 | loss: 0.0311276 | val_loss: 0.0311454 | Time: 1650.62 ms [2021-10-06 11:11:44 main:574] : INFO : Epoch 1903 | loss: 0.0311267 | val_loss: 0.0311464 | Time: 1636.71 ms [2021-10-06 11:11:45 main:574] : INFO : Epoch 1904 | loss: 0.0311271 | val_loss: 0.0311454 | Time: 1620.39 ms [2021-10-06 11:11:47 main:574] : INFO : Epoch 1905 | loss: 0.0311272 | val_loss: 0.0311442 | Time: 1646.79 ms [2021-10-06 11:11:48 main:574] : INFO : Epoch 1906 | loss: 0.0311242 | val_loss: 0.0311507 | Time: 1624.03 ms [2021-10-06 11:11:50 main:574] : INFO : Epoch 1907 | loss: 0.031126 | val_loss: 0.0311456 | Time: 1620.44 ms [2021-10-06 11:11:52 main:574] : INFO : Epoch 1908 | loss: 0.0311261 | val_loss: 0.0311483 | Time: 1653.52 ms [2021-10-06 11:11:53 main:574] : INFO : Epoch 1909 | loss: 0.0311267 | val_loss: 0.0311513 | Time: 1658.36 ms [2021-10-06 11:11:55 main:574] : INFO : Epoch 1910 | loss: 0.0311321 | val_loss: 0.0311455 | Time: 1625.64 ms [2021-10-06 11:11:57 main:574] : INFO : Epoch 1911 | loss: 0.0311337 | val_loss: 0.0311438 | Time: 1626.07 ms [2021-10-06 11:11:58 main:574] : INFO : Epoch 1912 | loss: 0.031132 | val_loss: 0.0311404 | Time: 1639.8 ms [2021-10-06 11:12:00 main:574] : INFO : Epoch 1913 | loss: 0.0311298 | val_loss: 0.0311438 | Time: 1639.12 ms [2021-10-06 11:12:02 main:574] : INFO : Epoch 1914 | loss: 0.0311294 | val_loss: 0.0311498 | Time: 1638.86 ms [2021-10-06 11:12:03 main:574] : INFO : Epoch 1915 | loss: 0.0311311 | val_loss: 0.0311442 | Time: 1635.77 ms [2021-10-06 11:12:05 main:574] : INFO : Epoch 1916 | loss: 0.0311276 | val_loss: 0.0311435 | Time: 1633.46 ms [2021-10-06 11:12:07 main:574] : INFO : Epoch 1917 | loss: 0.0311305 | val_loss: 0.0311428 | Time: 1616.46 ms [2021-10-06 11:12:08 main:574] : INFO : Epoch 1918 | loss: 0.0311272 | val_loss: 0.0311405 | Time: 1627.69 ms [2021-10-06 11:12:10 main:574] : INFO : Epoch 1919 | loss: 0.031127 | val_loss: 0.031141 | Time: 1656.89 ms [2021-10-06 11:12:11 main:574] : INFO : Epoch 1920 | loss: 0.0311256 | val_loss: 0.0311414 | Time: 1635.96 ms [2021-10-06 11:12:13 main:574] : INFO : Epoch 1921 | loss: 0.031125 | val_loss: 0.031144 | Time: 1649.45 ms [2021-10-06 11:12:15 main:574] : INFO : Epoch 1922 | loss: 0.0311261 | val_loss: 0.0311403 | Time: 1646.41 ms [2021-10-06 11:12:16 main:574] : INFO : Epoch 1923 | loss: 0.0311255 | val_loss: 0.03114 | Time: 1629.33 ms [2021-10-06 11:12:18 main:574] : INFO : Epoch 1924 | loss: 0.0311258 | val_loss: 0.0311449 | Time: 1614.16 ms [2021-10-06 11:12:20 main:574] : INFO : Epoch 1925 | loss: 0.0311245 | val_loss: 0.0311413 | Time: 1619.65 ms [2021-10-06 11:12:21 main:574] : INFO : Epoch 1926 | loss: 0.0311236 | val_loss: 0.0311455 | Time: 1644.19 ms [2021-10-06 11:12:23 main:574] : INFO : Epoch 1927 | loss: 0.0311233 | val_loss: 0.0311408 | Time: 1639.43 ms [2021-10-06 11:12:25 main:574] : INFO : Epoch 1928 | loss: 0.0311215 | val_loss: 0.0311403 | Time: 1624.04 ms [2021-10-06 11:12:26 main:574] : INFO : Epoch 1929 | loss: 0.0311216 | val_loss: 0.0311406 | Time: 1622.69 ms [2021-10-06 11:12:28 main:574] : INFO : Epoch 1930 | loss: 0.0311238 | val_loss: 0.0311404 | Time: 1627.23 ms [2021-10-06 11:12:29 main:574] : INFO : Epoch 1931 | loss: 0.0311249 | val_loss: 0.031142 | Time: 1626.27 ms [2021-10-06 11:12:31 main:574] : INFO : Epoch 1932 | loss: 0.0311246 | val_loss: 0.0311492 | Time: 1640.61 ms [2021-10-06 11:12:33 main:574] : INFO : Epoch 1933 | loss: 0.0311253 | val_loss: 0.0311484 | Time: 1634.79 ms [2021-10-06 11:12:34 main:574] : INFO : Epoch 1934 | loss: 0.0311246 | val_loss: 0.0311414 | Time: 1613.89 ms [2021-10-06 11:12:36 main:574] : INFO : Epoch 1935 | loss: 0.0311232 | val_loss: 0.0311408 | Time: 1644.56 ms [2021-10-06 11:12:38 main:574] : INFO : Epoch 1936 | loss: 0.0311234 | val_loss: 0.0311448 | Time: 1621.27 ms [2021-10-06 11:12:39 main:574] : INFO : Epoch 1937 | loss: 0.0311242 | val_loss: 0.031144 | Time: 1636.29 ms [2021-10-06 11:12:41 main:574] : INFO : Epoch 1938 | loss: 0.0311267 | val_loss: 0.0311455 | Time: 1635.78 ms [2021-10-06 11:12:43 main:574] : INFO : Epoch 1939 | loss: 0.0311273 | val_loss: 0.0311437 | Time: 1639.04 ms [2021-10-06 11:12:44 main:574] : INFO : Epoch 1940 | loss: 0.0311282 | val_loss: 0.0311471 | Time: 1645.68 ms [2021-10-06 11:12:46 main:574] : INFO : Epoch 1941 | loss: 0.0311282 | val_loss: 0.0311503 | Time: 1619.68 ms [2021-10-06 11:12:47 main:574] : INFO : Epoch 1942 | loss: 0.0311287 | val_loss: 0.0311425 | Time: 1626.87 ms [2021-10-06 11:12:49 main:574] : INFO : Epoch 1943 | loss: 0.0311263 | val_loss: 0.0311408 | Time: 1626.21 ms [2021-10-06 11:12:51 main:574] : INFO : Epoch 1944 | loss: 0.0311252 | val_loss: 0.0311408 | Time: 1631.73 ms [2021-10-06 11:12:52 main:574] : INFO : Epoch 1945 | loss: 0.0311255 | val_loss: 0.0311393 | Time: 1637.43 ms [2021-10-06 11:12:54 main:574] : INFO : Epoch 1946 | loss: 0.0311254 | val_loss: 0.0311413 | Time: 1637.53 ms [2021-10-06 11:12:56 main:574] : INFO : Epoch 1947 | loss: 0.0311257 | val_loss: 0.0311405 | Time: 1638.26 ms [2021-10-06 11:12:57 main:574] : INFO : Epoch 1948 | loss: 0.0311255 | val_loss: 0.0311392 | Time: 1654.5 ms [2021-10-06 11:12:59 main:574] : INFO : Epoch 1949 | loss: 0.0311229 | val_loss: 0.0311387 | Time: 1643.11 ms [2021-10-06 11:13:01 main:574] : INFO : Epoch 1950 | loss: 0.0311233 | val_loss: 0.0311396 | Time: 1652.66 ms [2021-10-06 11:13:02 main:574] : INFO : Epoch 1951 | loss: 0.0311256 | val_loss: 0.0311442 | Time: 1645.05 ms [2021-10-06 11:13:04 main:574] : INFO : Epoch 1952 | loss: 0.0311283 | val_loss: 0.0311466 | Time: 1638.65 ms [2021-10-06 11:13:06 main:574] : INFO : Epoch 1953 | loss: 0.0311299 | val_loss: 0.0311424 | Time: 1624.74 ms [2021-10-06 11:13:07 main:574] : INFO : Epoch 1954 | loss: 0.0311264 | val_loss: 0.0311447 | Time: 1634.24 ms [2021-10-06 11:13:09 main:574] : INFO : Epoch 1955 | loss: 0.0311256 | val_loss: 0.0311405 | Time: 1634.88 ms [2021-10-06 11:13:11 main:574] : INFO : Epoch 1956 | loss: 0.0311251 | val_loss: 0.0311453 | Time: 1650.55 ms [2021-10-06 11:13:12 main:574] : INFO : Epoch 1957 | loss: 0.0311293 | val_loss: 0.0311464 | Time: 1620.99 ms [2021-10-06 11:13:14 main:574] : INFO : Epoch 1958 | loss: 0.0311282 | val_loss: 0.0311389 | Time: 1609.27 ms [2021-10-06 11:13:15 main:574] : INFO : Epoch 1959 | loss: 0.0311283 | val_loss: 0.0311416 | Time: 1651.02 ms [2021-10-06 11:13:17 main:574] : INFO : Epoch 1960 | loss: 0.031128 | val_loss: 0.0311455 | Time: 1632.62 ms [2021-10-06 11:13:19 main:574] : INFO : Epoch 1961 | loss: 0.0311311 | val_loss: 0.0311441 | Time: 1627.21 ms [2021-10-06 11:13:20 main:574] : INFO : Epoch 1962 | loss: 0.0311275 | val_loss: 0.0311428 | Time: 1642.01 ms [2021-10-06 11:13:22 main:574] : INFO : Epoch 1963 | loss: 0.0311265 | val_loss: 0.0311426 | Time: 1653.04 ms [2021-10-06 11:13:24 main:574] : INFO : Epoch 1964 | loss: 0.0311244 | val_loss: 0.0311396 | Time: 1634.48 ms [2021-10-06 11:13:25 main:574] : INFO : Epoch 1965 | loss: 0.031126 | val_loss: 0.0311414 | Time: 1638.1 ms [2021-10-06 11:13:27 main:574] : INFO : Epoch 1966 | loss: 0.0311247 | val_loss: 0.0311391 | Time: 1638.86 ms [2021-10-06 11:13:29 main:574] : INFO : Epoch 1967 | loss: 0.031129 | val_loss: 0.0311437 | Time: 1620.3 ms [2021-10-06 11:13:30 main:574] : INFO : Epoch 1968 | loss: 0.0311291 | val_loss: 0.0311418 | Time: 1619.24 ms [2021-10-06 11:13:32 main:574] : INFO : Epoch 1969 | loss: 0.0311263 | val_loss: 0.0311409 | Time: 1646.08 ms [2021-10-06 11:13:34 main:574] : INFO : Epoch 1970 | loss: 0.0311249 | val_loss: 0.0311444 | Time: 1652.63 ms [2021-10-06 11:13:35 main:574] : INFO : Epoch 1971 | loss: 0.0311252 | val_loss: 0.0311432 | Time: 1619.57 ms [2021-10-06 11:13:37 main:574] : INFO : Epoch 1972 | loss: 0.0311229 | val_loss: 0.0311458 | Time: 1631.25 ms [2021-10-06 11:13:38 main:574] : INFO : Epoch 1973 | loss: 0.0311221 | val_loss: 0.0311398 | Time: 1629.31 ms [2021-10-06 11:13:40 main:574] : INFO : Epoch 1974 | loss: 0.0311225 | val_loss: 0.0311411 | Time: 1635.73 ms [2021-10-06 11:13:42 main:574] : INFO : Epoch 1975 | loss: 0.031121 | val_loss: 0.0311418 | Time: 1638.11 ms [2021-10-06 11:13:43 main:574] : INFO : Epoch 1976 | loss: 0.0311225 | val_loss: 0.0311507 | Time: 1612.16 ms [2021-10-06 11:13:45 main:574] : INFO : Epoch 1977 | loss: 0.0311275 | val_loss: 0.0311441 | Time: 1658.41 ms [2021-10-06 11:13:47 main:574] : INFO : Epoch 1978 | loss: 0.0311236 | val_loss: 0.0311426 | Time: 1636.41 ms [2021-10-06 11:13:48 main:574] : INFO : Epoch 1979 | loss: 0.0311225 | val_loss: 0.0311406 | Time: 1646.16 ms [2021-10-06 11:13:50 main:574] : INFO : Epoch 1980 | loss: 0.0311225 | val_loss: 0.0311408 | Time: 1644.07 ms [2021-10-06 11:13:52 main:574] : INFO : Epoch 1981 | loss: 0.0311226 | val_loss: 0.0311437 | Time: 1642.14 ms [2021-10-06 11:13:53 main:574] : INFO : Epoch 1982 | loss: 0.0311241 | val_loss: 0.0311421 | Time: 1622.2 ms [2021-10-06 11:13:55 main:574] : INFO : Epoch 1983 | loss: 0.0311225 | val_loss: 0.0311439 | Time: 1623.86 ms [2021-10-06 11:13:56 main:574] : INFO : Epoch 1984 | loss: 0.0311308 | val_loss: 0.031144 | Time: 1631.7 ms [2021-10-06 11:13:58 main:574] : INFO : Epoch 1985 | loss: 0.0311284 | val_loss: 0.0311413 | Time: 1630 ms [2021-10-06 11:14:00 main:574] : INFO : Epoch 1986 | loss: 0.0311316 | val_loss: 0.0311414 | Time: 1616 ms [2021-10-06 11:14:01 main:574] : INFO : Epoch 1987 | loss: 0.0311444 | val_loss: 0.0311572 | Time: 1656.44 ms [2021-10-06 11:14:03 main:574] : INFO : Epoch 1988 | loss: 0.0311644 | val_loss: 0.0311639 | Time: 1644.49 ms [2021-10-06 11:14:05 main:574] : INFO : Epoch 1989 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 1638.14 ms [2021-10-06 11:14:06 main:574] : INFO : Epoch 1990 | loss: 0.0311701 | val_loss: 0.0311628 | Time: 1637.51 ms [2021-10-06 11:14:08 main:574] : INFO : Epoch 1991 | loss: 0.0311635 | val_loss: 0.0311599 | Time: 1630.36 ms [2021-10-06 11:14:10 main:574] : INFO : Epoch 1992 | loss: 0.031163 | val_loss: 0.0311609 | Time: 1659.86 ms [2021-10-06 11:14:11 main:574] : INFO : Epoch 1993 | loss: 0.0311614 | val_loss: 0.0311612 | Time: 1652.57 ms [2021-10-06 11:14:13 main:574] : INFO : Epoch 1994 | loss: 0.0311607 | val_loss: 0.0311603 | Time: 1643.43 ms [2021-10-06 11:14:15 main:574] : INFO : Epoch 1995 | loss: 0.0311597 | val_loss: 0.0311645 | Time: 1641.25 ms [2021-10-06 11:14:16 main:574] : INFO : Epoch 1996 | loss: 0.0311611 | val_loss: 0.0311612 | Time: 1610.8 ms [2021-10-06 11:14:18 main:574] : INFO : Epoch 1997 | loss: 0.0311583 | val_loss: 0.0311615 | Time: 1639.68 ms [2021-10-06 11:14:19 main:574] : INFO : Epoch 1998 | loss: 0.0311587 | val_loss: 0.0311622 | Time: 1626.31 ms [2021-10-06 11:14:21 main:574] : INFO : Epoch 1999 | loss: 0.0311595 | val_loss: 0.0311593 | Time: 1649.84 ms [2021-10-06 11:14:23 main:574] : INFO : Epoch 2000 | loss: 0.0311566 | val_loss: 0.0311571 | Time: 1635.57 ms [2021-10-06 11:14:24 main:574] : INFO : Epoch 2001 | loss: 0.0311552 | val_loss: 0.0311587 | Time: 1623.25 ms [2021-10-06 11:14:26 main:574] : INFO : Epoch 2002 | loss: 0.0311559 | val_loss: 0.0311624 | Time: 1634.46 ms [2021-10-06 11:14:28 main:574] : INFO : Epoch 2003 | loss: 0.0311551 | val_loss: 0.0311574 | Time: 1658.98 ms [2021-10-06 11:14:29 main:574] : INFO : Epoch 2004 | loss: 0.0311544 | val_loss: 0.03116 | Time: 1624.79 ms [2021-10-06 11:14:31 main:574] : INFO : Epoch 2005 | loss: 0.0311546 | val_loss: 0.0311598 | Time: 1644.99 ms [2021-10-06 11:14:33 main:574] : INFO : Epoch 2006 | loss: 0.0311544 | val_loss: 0.0311578 | Time: 1652.18 ms [2021-10-06 11:14:34 main:574] : INFO : Epoch 2007 | loss: 0.0311524 | val_loss: 0.0311575 | Time: 1664.76 ms [2021-10-06 11:14:36 main:574] : INFO : Epoch 2008 | loss: 0.0311553 | val_loss: 0.0311604 | Time: 1632.08 ms [2021-10-06 11:14:38 main:574] : INFO : Epoch 2009 | loss: 0.0311562 | val_loss: 0.0311601 | Time: 1632.86 ms [2021-10-06 11:14:39 main:574] : INFO : Epoch 2010 | loss: 0.0311561 | val_loss: 0.0311583 | Time: 1639.93 ms [2021-10-06 11:14:41 main:574] : INFO : Epoch 2011 | loss: 0.0311529 | val_loss: 0.0311561 | Time: 1642.49 ms [2021-10-06 11:14:43 main:574] : INFO : Epoch 2012 | loss: 0.0311522 | val_loss: 0.0311554 | Time: 1638.5 ms [2021-10-06 11:14:44 main:574] : INFO : Epoch 2013 | loss: 0.0311541 | val_loss: 0.0311583 | Time: 1647.63 ms [2021-10-06 11:14:46 main:574] : INFO : Epoch 2014 | loss: 0.0311534 | val_loss: 0.0311573 | Time: 1629.5 ms [2021-10-06 11:14:47 main:574] : INFO : Epoch 2015 | loss: 0.0311541 | val_loss: 0.0311584 | Time: 1656.22 ms [2021-10-06 11:14:49 main:574] : INFO : Epoch 2016 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 1636.17 ms [2021-10-06 11:14:51 main:574] : INFO : Epoch 2017 | loss: 0.0311558 | val_loss: 0.031162 | Time: 1639.4 ms [2021-10-06 11:14:52 main:574] : INFO : Epoch 2018 | loss: 0.0311536 | val_loss: 0.0311599 | Time: 1629.44 ms [2021-10-06 11:14:54 main:574] : INFO : Epoch 2019 | loss: 0.0311543 | val_loss: 0.0311613 | Time: 1636.56 ms [2021-10-06 11:14:56 main:574] : INFO : Epoch 2020 | loss: 0.0311533 | val_loss: 0.031159 | Time: 1625.81 ms [2021-10-06 11:14:57 main:574] : INFO : Epoch 2021 | loss: 0.031152 | val_loss: 0.0311591 | Time: 1657.62 ms [2021-10-06 11:14:59 main:574] : INFO : Epoch 2022 | loss: 0.031153 | val_loss: 0.0311598 | Time: 1648.98 ms [2021-10-06 11:15:01 main:574] : INFO : Epoch 2023 | loss: 0.0311547 | val_loss: 0.0311662 | Time: 1632.05 ms [2021-10-06 11:15:02 main:574] : INFO : Epoch 2024 | loss: 0.0311601 | val_loss: 0.031169 | Time: 1631.57 ms [2021-10-06 11:15:04 main:574] : INFO : Epoch 2025 | loss: 0.031153 | val_loss: 0.0311575 | Time: 1654.12 ms [2021-10-06 11:15:06 main:574] : INFO : Epoch 2026 | loss: 0.0311506 | val_loss: 0.0311566 | Time: 1628.93 ms [2021-10-06 11:15:07 main:574] : INFO : Epoch 2027 | loss: 0.0311489 | val_loss: 0.0311579 | Time: 1648.1 ms [2021-10-06 11:15:09 main:574] : INFO : Epoch 2028 | loss: 0.0311501 | val_loss: 0.0311559 | Time: 1639.63 ms [2021-10-06 11:15:11 main:574] : INFO : Epoch 2029 | loss: 0.0311517 | val_loss: 0.0311583 | Time: 1638.8 ms [2021-10-06 11:15:12 main:574] : INFO : Epoch 2030 | loss: 0.0311527 | val_loss: 0.0311556 | Time: 1627.98 ms [2021-10-06 11:15:14 main:574] : INFO : Epoch 2031 | loss: 0.031154 | val_loss: 0.031158 | Time: 1630.36 ms [2021-10-06 11:15:15 main:574] : INFO : Epoch 2032 | loss: 0.0311532 | val_loss: 0.0311562 | Time: 1633.5 ms [2021-10-06 11:15:17 main:574] : INFO : Epoch 2033 | loss: 0.0311519 | val_loss: 0.0311545 | Time: 1626.66 ms [2021-10-06 11:15:19 main:574] : INFO : Epoch 2034 | loss: 0.0311525 | val_loss: 0.0311564 | Time: 1639.11 ms [2021-10-06 11:15:20 main:574] : INFO : Epoch 2035 | loss: 0.0311498 | val_loss: 0.0311563 | Time: 1627.26 ms [2021-10-06 11:15:22 main:574] : INFO : Epoch 2036 | loss: 0.0311516 | val_loss: 0.0311573 | Time: 1635.56 ms [2021-10-06 11:15:24 main:574] : INFO : Epoch 2037 | loss: 0.031152 | val_loss: 0.0311569 | Time: 1624.16 ms [2021-10-06 11:15:25 main:574] : INFO : Epoch 2038 | loss: 0.0311501 | val_loss: 0.031155 | Time: 1619.92 ms [2021-10-06 11:15:27 main:574] : INFO : Epoch 2039 | loss: 0.0311537 | val_loss: 0.0311594 | Time: 1637.77 ms [2021-10-06 11:15:29 main:574] : INFO : Epoch 2040 | loss: 0.0311517 | val_loss: 0.0311582 | Time: 1633.7 ms [2021-10-06 11:15:30 main:574] : INFO : Epoch 2041 | loss: 0.0311487 | val_loss: 0.0311535 | Time: 1622.45 ms [2021-10-06 11:15:32 main:574] : INFO : Epoch 2042 | loss: 0.031147 | val_loss: 0.0311522 | Time: 1640.2 ms [2021-10-06 11:15:33 main:574] : INFO : Epoch 2043 | loss: 0.0311468 | val_loss: 0.0311529 | Time: 1623.21 ms [2021-10-06 11:15:35 main:574] : INFO : Epoch 2044 | loss: 0.0311467 | val_loss: 0.0311527 | Time: 1620.56 ms [2021-10-06 11:15:37 main:574] : INFO : Epoch 2045 | loss: 0.0311478 | val_loss: 0.0311519 | Time: 1626.06 ms [2021-10-06 11:15:38 main:574] : INFO : Epoch 2046 | loss: 0.0311466 | val_loss: 0.0311515 | Time: 1630.58 ms [2021-10-06 11:15:40 main:574] : INFO : Epoch 2047 | loss: 0.0311485 | val_loss: 0.0311544 | Time: 1618 ms [2021-10-06 11:15:42 main:574] : INFO : Epoch 2048 | loss: 0.0311498 | val_loss: 0.0311533 | Time: 1641.92 ms [2021-10-06 11:15:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311533 [2021-10-06 11:15:42 main:603] : INFO : Saving end state to config to file [2021-10-06 11:15:42 main:608] : INFO : Success, exiting.. 11:15:42 (11172): 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)