Task 13694175
| Name | ParityModified-1647044408-13167-2-0_0 |
| Workunit | 10784800 |
| Created | 24 Mar 2022, 5:35:31 UTC |
| Sent | 31 Mar 2022, 5:37:27 UTC |
| Report deadline | 8 Apr 2022, 5:37:27 UTC |
| Received | 31 Mar 2022, 21:49:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6170 |
| Run time | 4 hours 35 min 36 sec |
| CPU time | 3 hours 31 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,130.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 7320.46 ms
[2022-03-31 12:42:23 main:574] : INFO : Epoch 1543 | loss: 0.031247 | val_loss: 0.0312471 | Time: 6985.15 ms
[2022-03-31 12:42:30 main:574] : INFO : Epoch 1544 | loss: 0.031247 | val_loss: 0.0312454 | Time: 7276.19 ms
[2022-03-31 12:42:37 main:574] : INFO : Epoch 1545 | loss: 0.031246 | val_loss: 0.0312454 | Time: 6952.6 ms
[2022-03-31 12:42:48 main:574] : INFO : Epoch 1546 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 10606.3 ms
[2022-03-31 12:42:55 main:574] : INFO : Epoch 1547 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 7044.17 ms
[2022-03-31 12:43:05 main:574] : INFO : Epoch 1548 | loss: 0.0312469 | val_loss: 0.031246 | Time: 10468 ms
[2022-03-31 12:43:13 main:574] : INFO : Epoch 1549 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 7179.43 ms
[2022-03-31 12:43:20 main:574] : INFO : Epoch 1550 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 6876.38 ms
[2022-03-31 12:43:33 main:574] : INFO : Epoch 1551 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 10097.3 ms
[2022-03-31 12:43:39 main:574] : INFO : Epoch 1552 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 6769.51 ms
[2022-03-31 12:43:47 main:574] : INFO : Epoch 1553 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 7509.93 ms
[2022-03-31 12:43:54 main:574] : INFO : Epoch 1554 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 6762.18 ms
[2022-03-31 12:44:01 main:574] : INFO : Epoch 1555 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 7210.15 ms
[2022-03-31 12:44:08 main:574] : INFO : Epoch 1556 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 6954.21 ms
[2022-03-31 12:44:15 main:574] : INFO : Epoch 1557 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 7323.44 ms
[2022-03-31 12:44:23 main:574] : INFO : Epoch 1558 | loss: 0.0312499 | val_loss: 0.0312531 | Time: 7156.89 ms
[2022-03-31 12:44:30 main:574] : INFO : Epoch 1559 | loss: 0.0312526 | val_loss: 0.0312505 | Time: 7086.63 ms
[2022-03-31 12:44:40 main:574] : INFO : Epoch 1560 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 10463.1 ms
[2022-03-31 12:44:48 main:574] : INFO : Epoch 1561 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 7211.91 ms
[2022-03-31 12:44:55 main:574] : INFO : Epoch 1562 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 7430.22 ms
[2022-03-31 12:45:02 main:574] : INFO : Epoch 1563 | loss: 0.031248 | val_loss: 0.0312487 | Time: 6906.78 ms
[2022-03-31 12:45:10 main:574] : INFO : Epoch 1564 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 7398.61 ms
[2022-03-31 12:45:16 main:574] : INFO : Epoch 1565 | loss: 0.0312493 | val_loss: 0.0312457 | Time: 6682.27 ms
[2022-03-31 12:45:24 main:574] : INFO : Epoch 1566 | loss: 0.031249 | val_loss: 0.0312464 | Time: 7444.07 ms
[2022-03-31 12:45:31 main:574] : INFO : Epoch 1567 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 6810.84 ms
[2022-03-31 12:45:38 main:574] : INFO : Epoch 1568 | loss: 0.0312487 | val_loss: 0.0312463 | Time: 7408.28 ms
[2022-03-31 12:45:45 main:574] : INFO : Epoch 1569 | loss: 0.031248 | val_loss: 0.0312477 | Time: 7033.88 ms
[2022-03-31 12:45:52 main:574] : INFO : Epoch 1570 | loss: 0.0312483 | val_loss: 0.0312461 | Time: 6911.65 ms
[2022-03-31 12:46:03 main:574] : INFO : Epoch 1571 | loss: 0.0312465 | val_loss: 0.031248 | Time: 10497.9 ms
[2022-03-31 12:46:13 main:574] : INFO : Epoch 1572 | loss: 0.0312459 | val_loss: 0.0312505 | Time: 10327.6 ms
[2022-03-31 12:46:20 main:574] : INFO : Epoch 1573 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 7039.68 ms
[2022-03-31 12:46:31 main:574] : INFO : Epoch 1574 | loss: 0.031248 | val_loss: 0.0312478 | Time: 10707.4 ms
[2022-03-31 12:46:41 main:574] : INFO : Epoch 1575 | loss: 0.0312464 | val_loss: 0.0312442 | Time: 10067 ms
[2022-03-31 12:46:49 main:574] : INFO : Epoch 1576 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 7213.01 ms
[2022-03-31 12:46:55 main:574] : INFO : Epoch 1577 | loss: 0.0312458 | val_loss: 0.0312483 | Time: 6743.65 ms
[2022-03-31 12:47:03 main:574] : INFO : Epoch 1578 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 7402.15 ms
[2022-03-31 12:47:10 main:574] : INFO : Epoch 1579 | loss: 0.0312479 | val_loss: 0.0312457 | Time: 6872.71 ms
[2022-03-31 12:47:17 main:574] : INFO : Epoch 1580 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 7344.32 ms
[2022-03-31 12:47:28 main:574] : INFO : Epoch 1581 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 10490 ms
[2022-03-31 12:47:35 main:574] : INFO : Epoch 1582 | loss: 0.0312467 | val_loss: 0.0312443 | Time: 7456.81 ms
[2022-03-31 12:47:46 main:574] : INFO : Epoch 1583 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 10542.8 ms
[2022-03-31 12:47:53 main:574] : INFO : Epoch 1584 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 7240.76 ms
[2022-03-31 12:48:04 main:574] : INFO : Epoch 1585 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 10782.6 ms
[2022-03-31 12:48:11 main:574] : INFO : Epoch 1586 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 7052.3 ms
[2022-03-31 12:48:21 main:574] : INFO : Epoch 1587 | loss: 0.0312451 | val_loss: 0.0312452 | Time: 10219.8 ms
[2022-03-31 12:48:32 main:574] : INFO : Epoch 1588 | loss: 0.0312481 | val_loss: 0.0312502 | Time: 10156.4 ms
[2022-03-31 12:48:39 main:574] : INFO : Epoch 1589 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 6954.99 ms
[2022-03-31 12:48:46 main:574] : INFO : Epoch 1590 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 6958.36 ms
[2022-03-31 12:48:53 main:574] : INFO : Epoch 1591 | loss: 0.0312489 | val_loss: 0.0312471 | Time: 7343.01 ms
[2022-03-31 12:49:00 main:574] : INFO : Epoch 1592 | loss: 0.0312496 | val_loss: 0.0312568 | Time: 6846.52 ms
[2022-03-31 12:49:07 main:574] : INFO : Epoch 1593 | loss: 0.0312514 | val_loss: 0.0312491 | Time: 7359.72 ms
[2022-03-31 12:49:14 main:574] : INFO : Epoch 1594 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 6887.18 ms
[2022-03-31 12:49:22 main:574] : INFO : Epoch 1595 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 7452.68 ms
[2022-03-31 12:49:33 main:574] : INFO : Epoch 1596 | loss: 0.031248 | val_loss: 0.0312501 | Time: 10663.2 ms
[2022-03-31 12:49:40 main:574] : INFO : Epoch 1597 | loss: 0.031248 | val_loss: 0.0312478 | Time: 7216.37 ms
[2022-03-31 12:49:50 main:574] : INFO : Epoch 1598 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 10411.1 ms
[2022-03-31 12:49:58 main:574] : INFO : Epoch 1599 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 7221.23 ms
[2022-03-31 12:50:05 main:574] : INFO : Epoch 1600 | loss: 0.0312466 | val_loss: 0.0312499 | Time: 6801.3 ms
[2022-03-31 12:50:12 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312477 | Time: 7318.37 ms
[2022-03-31 12:50:19 main:574] : INFO : Epoch 1602 | loss: 0.0312504 | val_loss: 0.0312473 | Time: 6864.13 ms
[2022-03-31 12:50:26 main:574] : INFO : Epoch 1603 | loss: 0.0312512 | val_loss: 0.0312475 | Time: 7325.74 ms
[2022-03-31 12:50:37 main:574] : INFO : Epoch 1604 | loss: 0.0312495 | val_loss: 0.0312481 | Time: 10341.2 ms
[2022-03-31 12:50:44 main:574] : INFO : Epoch 1605 | loss: 0.0312485 | val_loss: 0.0312504 | Time: 7337.45 ms
[2022-03-31 12:50:51 main:574] : INFO : Epoch 1606 | loss: 0.0312484 | val_loss: 0.0312514 | Time: 6741.49 ms
[2022-03-31 12:51:02 main:574] : INFO : Epoch 1607 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 10773.9 ms
[2022-03-31 12:51:09 main:574] : INFO : Epoch 1608 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 6992.46 ms
[2022-03-31 12:51:16 main:574] : INFO : Epoch 1609 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 7207.09 ms
[2022-03-31 12:51:23 main:574] : INFO : Epoch 1610 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 6979.39 ms
[2022-03-31 12:51:34 main:574] : INFO : Epoch 1611 | loss: 0.0312466 | val_loss: 0.0312482 | Time: 10693.8 ms
[2022-03-31 12:51:41 main:574] : INFO : Epoch 1612 | loss: 0.0312482 | val_loss: 0.0312567 | Time: 7155.81 ms
[2022-03-31 12:51:48 main:574] : INFO : Epoch 1613 | loss: 0.0312491 | val_loss: 0.0312465 | Time: 7141.52 ms
[2022-03-31 12:51:55 main:574] : INFO : Epoch 1614 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 7032.23 ms
[2022-03-31 12:52:03 main:574] : INFO : Epoch 1615 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 7518.79 ms
[2022-03-31 12:52:13 main:574] : INFO : Epoch 1616 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 10305.1 ms
[2022-03-31 12:52:20 main:574] : INFO : Epoch 1617 | loss: 0.031246 | val_loss: 0.0312479 | Time: 6932.84 ms
[2022-03-31 12:52:28 main:574] : INFO : Epoch 1618 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 7083.71 ms
[2022-03-31 12:52:35 main:574] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.0312476 | Time: 7310.01 ms
[2022-03-31 12:52:42 main:574] : INFO : Epoch 1620 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 6946.18 ms
[2022-03-31 12:52:49 main:574] : INFO : Epoch 1621 | loss: 0.0312469 | val_loss: 0.031249 | Time: 7283.2 ms
[2022-03-31 12:52:56 main:574] : INFO : Epoch 1622 | loss: 0.031248 | val_loss: 0.0312529 | Time: 7004.89 ms
[2022-03-31 12:53:04 main:574] : INFO : Epoch 1623 | loss: 0.0312532 | val_loss: 0.031248 | Time: 7310.07 ms
[2022-03-31 12:53:11 main:574] : INFO : Epoch 1624 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 6927.24 ms
[2022-03-31 12:53:18 main:574] : INFO : Epoch 1625 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 7243.14 ms
[2022-03-31 12:53:25 main:574] : INFO : Epoch 1626 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 7206.07 ms
[2022-03-31 12:53:32 main:574] : INFO : Epoch 1627 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 6970.32 ms
[2022-03-31 12:53:44 main:574] : INFO : Epoch 1628 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 11261.5 ms
[2022-03-31 12:53:51 main:574] : INFO : Epoch 1629 | loss: 0.0312488 | val_loss: 0.0312442 | Time: 7356.65 ms
[2022-03-31 12:53:58 main:574] : INFO : Epoch 1630 | loss: 0.031247 | val_loss: 0.0312471 | Time: 6944.59 ms
[2022-03-31 12:54:09 main:574] : INFO : Epoch 1631 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 10569.9 ms
[2022-03-31 12:54:16 main:574] : INFO : Epoch 1632 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 7032.91 ms
[2022-03-31 12:54:23 main:574] : INFO : Epoch 1633 | loss: 0.0312451 | val_loss: 0.0312452 | Time: 6894.04 ms
[2022-03-31 12:54:30 main:574] : INFO : Epoch 1634 | loss: 0.0312463 | val_loss: 0.0312488 | Time: 7194.67 ms
[2022-03-31 12:54:37 main:574] : INFO : Epoch 1635 | loss: 0.0312467 | val_loss: 0.0312447 | Time: 7053.1 ms
[2022-03-31 12:54:44 main:574] : INFO : Epoch 1636 | loss: 0.0312452 | val_loss: 0.0312438 | Time: 6945.77 ms
[2022-03-31 12:54:52 main:574] : INFO : Epoch 1637 | loss: 0.031246 | val_loss: 0.0312472 | Time: 7350.42 ms
[2022-03-31 12:54:59 main:574] : INFO : Epoch 1638 | loss: 0.0312472 | val_loss: 0.0312442 | Time: 6879.87 ms
[2022-03-31 12:55:06 main:574] : INFO : Epoch 1639 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 7392.15 ms
[2022-03-31 12:55:13 main:574] : INFO : Epoch 1640 | loss: 0.0312446 | val_loss: 0.0312549 | Time: 6855.13 ms
[2022-03-31 12:55:21 main:574] : INFO : Epoch 1641 | loss: 0.0312474 | val_loss: 0.0312554 | Time: 7351.99 ms
[2022-03-31 12:55:31 main:574] : INFO : Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312456 | Time: 10770.4 ms
[2022-03-31 12:55:39 main:574] : INFO : Epoch 1643 | loss: 0.031248 | val_loss: 0.0312497 | Time: 7515.4 ms
[2022-03-31 12:55:50 main:574] : INFO : Epoch 1644 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 10496.7 ms
[2022-03-31 12:55:57 main:574] : INFO : Epoch 1645 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 7368.15 ms
[2022-03-31 12:56:08 main:574] : INFO : Epoch 1646 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 10766.9 ms
[2022-03-31 12:56:15 main:574] : INFO : Epoch 1647 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 6961.31 ms
[2022-03-31 12:56:22 main:574] : INFO : Epoch 1648 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 7169.13 ms
[2022-03-31 12:56:29 main:574] : INFO : Epoch 1649 | loss: 0.031245 | val_loss: 0.0312498 | Time: 7131.59 ms
[2022-03-31 12:56:37 main:574] : INFO : Epoch 1650 | loss: 0.031246 | val_loss: 0.0312511 | Time: 7226.26 ms
[2022-03-31 12:56:44 main:574] : INFO : Epoch 1651 | loss: 0.0312464 | val_loss: 0.0312445 | Time: 7030.76 ms
[2022-03-31 12:56:51 main:574] : INFO : Epoch 1652 | loss: 0.031245 | val_loss: 0.0312438 | Time: 7326.08 ms
[2022-03-31 12:56:58 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.031244 | Time: 7000.01 ms
[2022-03-31 12:57:05 main:574] : INFO : Epoch 1654 | loss: 0.0312489 | val_loss: 0.0312462 | Time: 7027.59 ms
[2022-03-31 12:57:13 main:574] : INFO : Epoch 1655 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 7211.84 ms
[2022-03-31 12:57:20 main:574] : INFO : Epoch 1656 | loss: 0.0312467 | val_loss: 0.0312517 | Time: 7117.15 ms
[2022-03-31 12:57:27 main:574] : INFO : Epoch 1657 | loss: 0.0312443 | val_loss: 0.0312432 | Time: 7337.78 ms
[2022-03-31 12:57:34 main:574] : INFO : Epoch 1658 | loss: 0.031243 | val_loss: 0.0312429 | Time: 6776.39 ms
[2022-03-31 12:57:45 main:574] : INFO : Epoch 1659 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 10702.8 ms
[2022-03-31 12:57:52 main:574] : INFO : Epoch 1660 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 6956.01 ms
[2022-03-31 12:57:59 main:574] : INFO : Epoch 1661 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 7522.1 ms
[2022-03-31 12:58:06 main:574] : INFO : Epoch 1662 | loss: 0.0312447 | val_loss: 0.0312469 | Time: 6932.72 ms
[2022-03-31 12:58:14 main:574] : INFO : Epoch 1663 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 7464.01 ms
[2022-03-31 12:58:24 main:574] : INFO : Epoch 1664 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 10008.9 ms
[2022-03-31 12:58:31 main:574] : INFO : Epoch 1665 | loss: 0.0312452 | val_loss: 0.0312438 | Time: 7187.25 ms
[2022-03-31 12:58:38 main:574] : INFO : Epoch 1666 | loss: 0.0312443 | val_loss: 0.0312433 | Time: 6943.5 ms
[2022-03-31 12:58:45 main:574] : INFO : Epoch 1667 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 6976.91 ms
[2022-03-31 12:58:52 main:574] : INFO : Epoch 1668 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 6929.32 ms
[2022-03-31 12:58:59 main:574] : INFO : Epoch 1669 | loss: 0.031245 | val_loss: 0.031246 | Time: 7079.12 ms
[2022-03-31 12:59:06 main:574] : INFO : Epoch 1670 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 7072.05 ms
[2022-03-31 12:59:13 main:574] : INFO : Epoch 1671 | loss: 0.0312468 | val_loss: 0.0312495 | Time: 6877.48 ms
[2022-03-31 12:59:21 main:574] : INFO : Epoch 1672 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 7172.6 ms
[2022-03-31 12:59:31 main:574] : INFO : Epoch 1673 | loss: 0.0312428 | val_loss: 0.0312421 | Time: 10041 ms
[2022-03-31 12:59:38 main:574] : INFO : Epoch 1674 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 7056.88 ms
[2022-03-31 12:59:45 main:574] : INFO : Epoch 1675 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 6940.61 ms
[2022-03-31 12:59:55 main:574] : INFO : Epoch 1676 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 10457.7 ms
[2022-03-31 13:00:03 main:574] : INFO : Epoch 1677 | loss: 0.0312433 | val_loss: 0.0312456 | Time: 7097.03 ms
[2022-03-31 13:00:10 main:574] : INFO : Epoch 1678 | loss: 0.0312422 | val_loss: 0.0312422 | Time: 6941.29 ms
[2022-03-31 13:00:17 main:574] : INFO : Epoch 1679 | loss: 0.0312444 | val_loss: 0.0312435 | Time: 7089.39 ms
[2022-03-31 13:00:24 main:574] : INFO : Epoch 1680 | loss: 0.0312436 | val_loss: 0.0312481 | Time: 7385.45 ms
[2022-03-31 13:00:31 main:574] : INFO : Epoch 1681 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 6946.41 ms
[2022-03-31 13:00:42 main:574] : INFO : Epoch 1682 | loss: 0.0312417 | val_loss: 0.0312449 | Time: 10622 ms
[2022-03-31 13:00:49 main:574] : INFO : Epoch 1683 | loss: 0.0312473 | val_loss: 0.0312445 | Time: 7235.22 ms
[2022-03-31 13:00:56 main:574] : INFO : Epoch 1684 | loss: 0.0312437 | val_loss: 0.0312422 | Time: 7221.48 ms
[2022-03-31 13:01:04 main:574] : INFO : Epoch 1685 | loss: 0.0312404 | val_loss: 0.0312447 | Time: 7432.46 ms
[2022-03-31 13:01:12 main:574] : INFO : Epoch 1686 | loss: 0.0312418 | val_loss: 0.0312403 | Time: 7579.34 ms
[2022-03-31 13:01:19 main:574] : INFO : Epoch 1687 | loss: 0.0312412 | val_loss: 0.0312452 | Time: 7831.33 ms
[2022-03-31 13:01:27 main:574] : INFO : Epoch 1688 | loss: 0.0312417 | val_loss: 0.0312404 | Time: 7613.18 ms
[2022-03-31 13:01:34 main:574] : INFO : Epoch 1689 | loss: 0.0312427 | val_loss: 0.0312514 | Time: 6857.35 ms
[2022-03-31 13:01:41 main:574] : INFO : Epoch 1690 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 7401.54 ms
[2022-03-31 13:01:49 main:574] : INFO : Epoch 1691 | loss: 0.0312407 | val_loss: 0.0312497 | Time: 7130.31 ms
[2022-03-31 13:01:56 main:574] : INFO : Epoch 1692 | loss: 0.0312422 | val_loss: 0.0312462 | Time: 6952.53 ms
[2022-03-31 13:02:03 main:574] : INFO : Epoch 1693 | loss: 0.0312425 | val_loss: 0.0312519 | Time: 7453.97 ms
[2022-03-31 13:02:10 main:574] : INFO : Epoch 1694 | loss: 0.0312411 | val_loss: 0.0312403 | Time: 6913.78 ms
[2022-03-31 13:02:18 main:574] : INFO : Epoch 1695 | loss: 0.0312428 | val_loss: 0.0312478 | Time: 7453.15 ms
[2022-03-31 13:02:25 main:574] : INFO : Epoch 1696 | loss: 0.0312433 | val_loss: 0.031241 | Time: 7149.7 ms
[2022-03-31 13:02:32 main:574] : INFO : Epoch 1697 | loss: 0.031243 | val_loss: 0.0312412 | Time: 7204.32 ms
[2022-03-31 13:02:43 main:574] : INFO : Epoch 1698 | loss: 0.0312416 | val_loss: 0.0312405 | Time: 10519.3 ms
[2022-03-31 13:02:50 main:574] : INFO : Epoch 1699 | loss: 0.0312423 | val_loss: 0.0312414 | Time: 7018.74 ms
[2022-03-31 13:03:01 main:574] : INFO : Epoch 1700 | loss: 0.0312413 | val_loss: 0.0312424 | Time: 10724.4 ms
[2022-03-31 13:03:08 main:574] : INFO : Epoch 1701 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 7306.74 ms
[2022-03-31 13:03:19 main:574] : INFO : Epoch 1702 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 10588.3 ms
[2022-03-31 13:03:26 main:574] : INFO : Epoch 1703 | loss: 0.031241 | val_loss: 0.0312392 | Time: 7447.67 ms
[2022-03-31 13:03:33 main:574] : INFO : Epoch 1704 | loss: 0.0312396 | val_loss: 0.0312433 | Time: 6904.32 ms
[2022-03-31 13:03:41 main:574] : INFO : Epoch 1705 | loss: 0.031243 | val_loss: 0.0312433 | Time: 7165.44 ms
[2022-03-31 13:03:48 main:574] : INFO : Epoch 1706 | loss: 0.0312403 | val_loss: 0.0312389 | Time: 7202.45 ms
[2022-03-31 13:03:55 main:574] : INFO : Epoch 1707 | loss: 0.0312406 | val_loss: 0.0312379 | Time: 6983.3 ms
[2022-03-31 13:04:02 main:574] : INFO : Epoch 1708 | loss: 0.0312422 | val_loss: 0.0312467 | Time: 7091.49 ms
[2022-03-31 13:04:09 main:574] : INFO : Epoch 1709 | loss: 0.0312415 | val_loss: 0.0312398 | Time: 6826.48 ms
[2022-03-31 13:04:20 main:574] : INFO : Epoch 1710 | loss: 0.0312393 | val_loss: 0.0312418 | Time: 10834.3 ms
[2022-03-31 13:04:27 main:574] : INFO : Epoch 1711 | loss: 0.0312392 | val_loss: 0.0312391 | Time: 7222.07 ms
[2022-03-31 13:04:37 main:574] : INFO : Epoch 1712 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 10195.3 ms
[2022-03-31 13:04:45 main:574] : INFO : Epoch 1713 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 7459.74 ms
[2022-03-31 13:04:55 main:574] : INFO : Epoch 1714 | loss: 0.0312396 | val_loss: 0.0312383 | Time: 10542.5 ms
[2022-03-31 13:05:03 main:574] : INFO : Epoch 1715 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 7309.79 ms
[2022-03-31 13:05:10 main:574] : INFO : Epoch 1716 | loss: 0.0312427 | val_loss: 0.0312403 | Time: 6805.87 ms
[2022-03-31 13:05:17 main:574] : INFO : Epoch 1717 | loss: 0.0312411 | val_loss: 0.0312436 | Time: 7218.98 ms
[2022-03-31 13:05:24 main:574] : INFO : Epoch 1718 | loss: 0.0312441 | val_loss: 0.0312468 | Time: 7175.34 ms
[2022-03-31 13:05:31 main:574] : INFO : Epoch 1719 | loss: 0.0312417 | val_loss: 0.0312408 | Time: 7293.18 ms
[2022-03-31 13:05:38 main:574] : INFO : Epoch 1720 | loss: 0.0312416 | val_loss: 0.0312393 | Time: 6809.29 ms
[2022-03-31 13:05:46 main:574] : INFO : Epoch 1721 | loss: 0.0312438 | val_loss: 0.0312412 | Time: 7114.79 ms
[2022-03-31 13:05:53 main:574] : INFO : Epoch 1722 | loss: 0.0312406 | val_loss: 0.0312375 | Time: 7783.23 ms
[2022-03-31 13:06:04 main:574] : INFO : Epoch 1723 | loss: 0.0312393 | val_loss: 0.0312387 | Time: 10494.9 ms
[2022-03-31 13:06:11 main:574] : INFO : Epoch 1724 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 7134.34 ms
[2022-03-31 13:06:18 main:574] : INFO : Epoch 1725 | loss: 0.0312407 | val_loss: 0.0312392 | Time: 6901.1 ms
[2022-03-31 13:06:25 main:574] : INFO : Epoch 1726 | loss: 0.0312376 | val_loss: 0.0312394 | Time: 7217.46 ms
[2022-03-31 13:06:32 main:574] : INFO : Epoch 1727 | loss: 0.0312409 | val_loss: 0.0312461 | Time: 6865.68 ms
[2022-03-31 13:06:40 main:574] : INFO : Epoch 1728 | loss: 0.0312402 | val_loss: 0.0312609 | Time: 7284.71 ms
[2022-03-31 13:06:47 main:574] : INFO : Epoch 1729 | loss: 0.0312457 | val_loss: 0.0312434 | Time: 7066.08 ms
[2022-03-31 13:06:54 main:574] : INFO : Epoch 1730 | loss: 0.0312425 | val_loss: 0.0312456 | Time: 7207.17 ms
[2022-03-31 13:07:05 main:574] : INFO : Epoch 1731 | loss: 0.0312403 | val_loss: 0.031241 | Time: 10614.8 ms
[2022-03-31 13:07:12 main:574] : INFO : Epoch 1732 | loss: 0.031238 | val_loss: 0.0312475 | Time: 7240.79 ms
[2022-03-31 13:07:23 main:574] : INFO : Epoch 1733 | loss: 0.0312415 | val_loss: 0.0312409 | Time: 10310.5 ms
[2022-03-31 13:07:30 main:574] : INFO : Epoch 1734 | loss: 0.0312391 | val_loss: 0.0312447 | Time: 7062.64 ms
[2022-03-31 13:07:37 main:574] : INFO : Epoch 1735 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 6862.52 ms
[2022-03-31 13:07:44 main:574] : INFO : Epoch 1736 | loss: 0.031239 | val_loss: 0.0312405 | Time: 7377.2 ms
[2022-03-31 13:07:51 main:574] : INFO : Epoch 1737 | loss: 0.0312384 | val_loss: 0.0312381 | Time: 6935.56 ms
[2022-03-31 13:07:59 main:574] : INFO : Epoch 1738 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 7147.12 ms
[2022-03-31 13:08:06 main:574] : INFO : Epoch 1739 | loss: 0.0312414 | val_loss: 0.0312412 | Time: 7118.55 ms
[2022-03-31 13:08:13 main:574] : INFO : Epoch 1740 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 7128.37 ms
[2022-03-31 13:08:24 main:574] : INFO : Epoch 1741 | loss: 0.0312424 | val_loss: 0.0312559 | Time: 11252.4 ms
[2022-03-31 13:08:31 main:574] : INFO : Epoch 1742 | loss: 0.0312472 | val_loss: 0.0312432 | Time: 7062.66 ms
[2022-03-31 13:08:39 main:574] : INFO : Epoch 1743 | loss: 0.0312403 | val_loss: 0.0312429 | Time: 6964.96 ms
[2022-03-31 13:08:46 main:574] : INFO : Epoch 1744 | loss: 0.0312414 | val_loss: 0.0312422 | Time: 7052.13 ms
[2022-03-31 13:08:53 main:574] : INFO : Epoch 1745 | loss: 0.0312413 | val_loss: 0.0312409 | Time: 7011.75 ms
[2022-03-31 13:09:00 main:574] : INFO : Epoch 1746 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 7244.3 ms
[2022-03-31 13:09:07 main:574] : INFO : Epoch 1747 | loss: 0.0312397 | val_loss: 0.0312504 | Time: 6921.78 ms
[2022-03-31 13:09:18 main:574] : INFO : Epoch 1748 | loss: 0.0312418 | val_loss: 0.0312433 | Time: 10552.9 ms
[2022-03-31 13:09:25 main:574] : INFO : Epoch 1749 | loss: 0.0312433 | val_loss: 0.0312421 | Time: 7397.18 ms
[2022-03-31 13:09:33 main:574] : INFO : Epoch 1750 | loss: 0.0312439 | val_loss: 0.0312473 | Time: 7265.6 ms
[2022-03-31 13:09:40 main:574] : INFO : Epoch 1751 | loss: 0.031243 | val_loss: 0.0312413 | Time: 6915.97 ms
[2022-03-31 13:09:47 main:574] : INFO : Epoch 1752 | loss: 0.0312405 | val_loss: 0.0312453 | Time: 7481.96 ms
[2022-03-31 13:09:58 main:574] : INFO : Epoch 1753 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 10578.7 ms
[2022-03-31 13:10:08 main:574] : INFO : Epoch 1754 | loss: 0.0312408 | val_loss: 0.0312411 | Time: 10232.3 ms
[2022-03-31 13:10:15 main:574] : INFO : Epoch 1755 | loss: 0.0312404 | val_loss: 0.0312406 | Time: 7268.94 ms
[2022-03-31 13:10:26 main:574] : INFO : Epoch 1756 | loss: 0.0312395 | val_loss: 0.0312401 | Time: 10340.7 ms
[2022-03-31 13:10:33 main:574] : INFO : Epoch 1757 | loss: 0.031239 | val_loss: 0.0312426 | Time: 7337.53 ms
[2022-03-31 13:10:40 main:574] : INFO : Epoch 1758 | loss: 0.0312421 | val_loss: 0.0312404 | Time: 6794.03 ms
[2022-03-31 13:10:51 main:574] : INFO : Epoch 1759 | loss: 0.031243 | val_loss: 0.0312418 | Time: 10510.7 ms
[2022-03-31 13:10:58 main:574] : INFO : Epoch 1760 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 7252.35 ms
[2022-03-31 13:11:05 main:574] : INFO : Epoch 1761 | loss: 0.0312396 | val_loss: 0.0312389 | Time: 7234.31 ms
[2022-03-31 13:11:12 main:574] : INFO : Epoch 1762 | loss: 0.0312403 | val_loss: 0.0312437 | Time: 6936.95 ms
[2022-03-31 13:11:23 main:574] : INFO : Epoch 1763 | loss: 0.0312407 | val_loss: 0.0312398 | Time: 10499.5 ms
[2022-03-31 13:11:30 main:574] : INFO : Epoch 1764 | loss: 0.0312395 | val_loss: 0.0312389 | Time: 7163.34 ms
[2022-03-31 13:11:37 main:574] : INFO : Epoch 1765 | loss: 0.0312392 | val_loss: 0.031239 | Time: 7105.59 ms
[2022-03-31 13:11:44 main:574] : INFO : Epoch 1766 | loss: 0.0312388 | val_loss: 0.0312383 | Time: 7069.97 ms
[2022-03-31 13:11:55 main:574] : INFO : Epoch 1767 | loss: 0.0312427 | val_loss: 0.0312407 | Time: 10579.3 ms
[2022-03-31 13:12:05 main:574] : INFO : Epoch 1768 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 10134.1 ms
[2022-03-31 13:12:13 main:574] : INFO : Epoch 1769 | loss: 0.0312387 | val_loss: 0.0312389 | Time: 7273.98 ms
[2022-03-31 13:12:24 main:574] : INFO : Epoch 1770 | loss: 0.0312382 | val_loss: 0.0312396 | Time: 10842.9 ms
[2022-03-31 13:12:31 main:574] : INFO : Epoch 1771 | loss: 0.031242 | val_loss: 0.031242 | Time: 7104.64 ms
[2022-03-31 13:12:38 main:574] : INFO : Epoch 1772 | loss: 0.0312393 | val_loss: 0.0312402 | Time: 7034.88 ms
[2022-03-31 13:12:45 main:574] : INFO : Epoch 1773 | loss: 0.0312392 | val_loss: 0.0312453 | Time: 7203.33 ms
[2022-03-31 13:12:56 main:574] : INFO : Epoch 1774 | loss: 0.031243 | val_loss: 0.0312455 | Time: 10811.4 ms
[2022-03-31 13:13:03 main:574] : INFO : Epoch 1775 | loss: 0.0312393 | val_loss: 0.0312394 | Time: 6990.28 ms
[2022-03-31 13:13:10 main:574] : INFO : Epoch 1776 | loss: 0.0312387 | val_loss: 0.0312413 | Time: 6897.62 ms
[2022-03-31 13:13:17 main:574] : INFO : Epoch 1777 | loss: 0.0312385 | val_loss: 0.0312383 | Time: 7315.67 ms
[2022-03-31 13:13:24 main:574] : INFO : Epoch 1778 | loss: 0.031238 | val_loss: 0.0312381 | Time: 7013.15 ms
[2022-03-31 13:13:32 main:574] : INFO : Epoch 1779 | loss: 0.0312428 | val_loss: 0.0312421 | Time: 7131.83 ms
[2022-03-31 13:13:39 main:574] : INFO : Epoch 1780 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 7029.73 ms
[2022-03-31 13:13:46 main:574] : INFO : Epoch 1781 | loss: 0.0312383 | val_loss: 0.0312385 | Time: 7204.58 ms
[2022-03-31 13:13:53 main:574] : INFO : Epoch 1782 | loss: 0.0312383 | val_loss: 0.0312388 | Time: 6949.2 ms
[2022-03-31 13:14:00 main:574] : INFO : Epoch 1783 | loss: 0.0312387 | val_loss: 0.0312379 | Time: 6924.09 ms
[2022-03-31 13:14:07 main:574] : INFO : Epoch 1784 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 7224.85 ms
[2022-03-31 13:14:14 main:574] : INFO : Epoch 1785 | loss: 0.0312396 | val_loss: 0.0312375 | Time: 6704.63 ms
[2022-03-31 13:14:22 main:574] : INFO : Epoch 1786 | loss: 0.0312405 | val_loss: 0.0312382 | Time: 7407.89 ms
[2022-03-31 13:14:33 main:574] : INFO : Epoch 1787 | loss: 0.0312397 | val_loss: 0.0312452 | Time: 10778.7 ms
[2022-03-31 13:14:40 main:574] : INFO : Epoch 1788 | loss: 0.0312426 | val_loss: 0.0312402 | Time: 7149.02 ms
[2022-03-31 13:14:47 main:574] : INFO : Epoch 1789 | loss: 0.0312401 | val_loss: 0.0312389 | Time: 6783.61 ms
[2022-03-31 13:14:54 main:574] : INFO : Epoch 1790 | loss: 0.0312398 | val_loss: 0.0312389 | Time: 7373.91 ms
[2022-03-31 13:15:01 main:574] : INFO : Epoch 1791 | loss: 0.0312403 | val_loss: 0.0312395 | Time: 6939.58 ms
[2022-03-31 13:15:08 main:574] : INFO : Epoch 1792 | loss: 0.0312378 | val_loss: 0.0312378 | Time: 7223.03 ms
[2022-03-31 13:15:15 main:574] : INFO : Epoch 1793 | loss: 0.0312376 | val_loss: 0.0312375 | Time: 6965.42 ms
[2022-03-31 13:15:22 main:574] : INFO : Epoch 1794 | loss: 0.0312378 | val_loss: 0.0312368 | Time: 7104.6 ms
[2022-03-31 13:15:33 main:574] : INFO : Epoch 1795 | loss: 0.0312374 | val_loss: 0.0312383 | Time: 10263.2 ms
[2022-03-31 13:15:40 main:574] : INFO : Epoch 1796 | loss: 0.0312393 | val_loss: 0.031239 | Time: 7362.46 ms
[2022-03-31 13:15:47 main:574] : INFO : Epoch 1797 | loss: 0.031239 | val_loss: 0.0312371 | Time: 7010.84 ms
[2022-03-31 13:15:55 main:574] : INFO : Epoch 1798 | loss: 0.0312376 | val_loss: 0.0312376 | Time: 7050.08 ms
[2022-03-31 13:16:02 main:574] : INFO : Epoch 1799 | loss: 0.0312383 | val_loss: 0.031239 | Time: 7490.95 ms
[2022-03-31 13:16:09 main:574] : INFO : Epoch 1800 | loss: 0.0312373 | val_loss: 0.0312387 | Time: 6860.03 ms
[2022-03-31 13:16:16 main:574] : INFO : Epoch 1801 | loss: 0.0312397 | val_loss: 0.0312416 | Time: 7361.75 ms
[2022-03-31 13:16:24 main:574] : INFO : Epoch 1802 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 7054.23 ms
[2022-03-31 13:16:31 main:574] : INFO : Epoch 1803 | loss: 0.0312386 | val_loss: 0.031236 | Time: 7416.28 ms
[2022-03-31 13:16:42 main:574] : INFO : Epoch 1804 | loss: 0.0312361 | val_loss: 0.0312386 | Time: 10374.8 ms
[2022-03-31 13:16:49 main:574] : INFO : Epoch 1805 | loss: 0.031238 | val_loss: 0.0312399 | Time: 7174.57 ms
[2022-03-31 13:17:00 main:574] : INFO : Epoch 1806 | loss: 0.031238 | val_loss: 0.031237 | Time: 10817.9 ms
[2022-03-31 13:17:07 main:574] : INFO : Epoch 1807 | loss: 0.031236 | val_loss: 0.031236 | Time: 7364.96 ms
[2022-03-31 13:17:14 main:574] : INFO : Epoch 1808 | loss: 0.0312384 | val_loss: 0.0312369 | Time: 6845.93 ms
[2022-03-31 13:17:21 main:574] : INFO : Epoch 1809 | loss: 0.0312381 | val_loss: 0.0312359 | Time: 7266.14 ms
[2022-03-31 13:17:28 main:574] : INFO : Epoch 1810 | loss: 0.0312376 | val_loss: 0.0312407 | Time: 7056.21 ms
[2022-03-31 13:17:36 main:574] : INFO : Epoch 1811 | loss: 0.0312389 | val_loss: 0.0312414 | Time: 7202.04 ms
[2022-03-31 13:17:43 main:574] : INFO : Epoch 1812 | loss: 0.0312377 | val_loss: 0.0312353 | Time: 7156.09 ms
[2022-03-31 13:17:50 main:574] : INFO : Epoch 1813 | loss: 0.0312377 | val_loss: 0.0312384 | Time: 6941.31 ms
[2022-03-31 13:17:57 main:574] : INFO : Epoch 1814 | loss: 0.0312368 | val_loss: 0.0312355 | Time: 7241.64 ms
[2022-03-31 13:18:04 main:574] : INFO : Epoch 1815 | loss: 0.0312377 | val_loss: 0.0312359 | Time: 6950.23 ms
[2022-03-31 13:18:12 main:574] : INFO : Epoch 1816 | loss: 0.031236 | val_loss: 0.0312387 | Time: 7430.39 ms
[2022-03-31 13:18:22 main:574] : INFO : Epoch 1817 | loss: 0.0312388 | val_loss: 0.0312355 | Time: 10248.6 ms
[2022-03-31 13:18:30 main:574] : INFO : Epoch 1818 | loss: 0.0312354 | val_loss: 0.0312363 | Time: 7491.37 ms
[2022-03-31 13:18:36 main:574] : INFO : Epoch 1819 | loss: 0.0312357 | val_loss: 0.0312355 | Time: 6764.35 ms
[2022-03-31 13:18:44 main:574] : INFO : Epoch 1820 | loss: 0.0312369 | val_loss: 0.0312363 | Time: 7436.91 ms
[2022-03-31 13:18:51 main:574] : INFO : Epoch 1821 | loss: 0.0312373 | val_loss: 0.0312429 | Time: 6922.92 ms
[2022-03-31 13:18:58 main:574] : INFO : Epoch 1822 | loss: 0.031239 | val_loss: 0.0312365 | Time: 7317.31 ms
[2022-03-31 13:19:05 main:574] : INFO : Epoch 1823 | loss: 0.0312353 | val_loss: 0.0312356 | Time: 7271.93 ms
[2022-03-31 13:19:12 main:574] : INFO : Epoch 1824 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 6889.53 ms
[2022-03-31 13:19:23 main:574] : INFO : Epoch 1825 | loss: 0.031238 | val_loss: 0.0312427 | Time: 10365.9 ms
[2022-03-31 13:19:30 main:574] : INFO : Epoch 1826 | loss: 0.0312369 | val_loss: 0.031236 | Time: 7177.21 ms
[2022-03-31 13:19:37 main:574] : INFO : Epoch 1827 | loss: 0.0312371 | val_loss: 0.0312364 | Time: 6978.02 ms
[2022-03-31 13:19:44 main:574] : INFO : Epoch 1828 | loss: 0.0312373 | val_loss: 0.03124 | Time: 7020.47 ms
[2022-03-31 13:19:55 main:574] : INFO : Epoch 1829 | loss: 0.0312411 | val_loss: 0.0312408 | Time: 10395.7 ms
[2022-03-31 13:20:02 main:574] : INFO : Epoch 1830 | loss: 0.031237 | val_loss: 0.0312399 | Time: 6930.7 ms
[2022-03-31 13:20:09 main:574] : INFO : Epoch 1831 | loss: 0.0312397 | val_loss: 0.0312443 | Time: 7205.37 ms
[2022-03-31 13:20:16 main:574] : INFO : Epoch 1832 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 7203.15 ms
[2022-03-31 13:20:23 main:574] : INFO : Epoch 1833 | loss: 0.0312375 | val_loss: 0.0312358 | Time: 6980.98 ms
[2022-03-31 13:20:31 main:574] : INFO : Epoch 1834 | loss: 0.0312351 | val_loss: 0.0312359 | Time: 7285.09 ms
[2022-03-31 13:20:41 main:574] : INFO : Epoch 1835 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 10314.4 ms
[2022-03-31 13:20:48 main:574] : INFO : Epoch 1836 | loss: 0.0312367 | val_loss: 0.0312382 | Time: 7177.16 ms
[2022-03-31 13:20:55 main:574] : INFO : Epoch 1837 | loss: 0.0312356 | val_loss: 0.0312391 | Time: 7058.5 ms
[2022-03-31 13:21:03 main:574] : INFO : Epoch 1838 | loss: 0.0312366 | val_loss: 0.0312366 | Time: 7279.92 ms
[2022-03-31 13:21:10 main:574] : INFO : Epoch 1839 | loss: 0.0312385 | val_loss: 0.0312399 | Time: 7146.68 ms
[2022-03-31 13:21:17 main:574] : INFO : Epoch 1840 | loss: 0.0312376 | val_loss: 0.0312405 | Time: 6915.68 ms
[2022-03-31 13:21:24 main:574] : INFO : Epoch 1841 | loss: 0.0312379 | val_loss: 0.0312405 | Time: 7066.58 ms
[2022-03-31 13:21:31 main:574] : INFO : Epoch 1842 | loss: 0.0312358 | val_loss: 0.0312353 | Time: 7058.82 ms
[2022-03-31 13:21:42 main:574] : INFO : Epoch 1843 | loss: 0.0312364 | val_loss: 0.0312435 | Time: 10169.1 ms
[2022-03-31 13:21:52 main:574] : INFO : Epoch 1844 | loss: 0.0312381 | val_loss: 0.0312397 | Time: 10393.6 ms
[2022-03-31 13:21:59 main:574] : INFO : Epoch 1845 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 7100.48 ms
[2022-03-31 13:22:06 main:574] : INFO : Epoch 1846 | loss: 0.0312351 | val_loss: 0.0312356 | Time: 6811.62 ms
[2022-03-31 13:22:17 main:574] : INFO : Epoch 1847 | loss: 0.0312353 | val_loss: 0.0312371 | Time: 11212.4 ms
[2022-03-31 13:22:28 main:574] : INFO : Epoch 1848 | loss: 0.0312352 | val_loss: 0.0312355 | Time: 10691 ms
[2022-03-31 13:22:35 main:574] : INFO : Epoch 1849 | loss: 0.0312346 | val_loss: 0.031236 | Time: 6975.01 ms
[2022-03-31 13:22:42 main:574] : INFO : Epoch 1850 | loss: 0.0312358 | val_loss: 0.0312405 | Time: 6936.66 ms
[2022-03-31 13:22:50 main:574] : INFO : Epoch 1851 | loss: 0.031235 | val_loss: 0.0312354 | Time: 7333.71 ms
[2022-03-31 13:22:57 main:574] : INFO : Epoch 1852 | loss: 0.0312349 | val_loss: 0.031234 | Time: 7238.26 ms
[2022-03-31 13:23:05 main:574] : INFO : Epoch 1853 | loss: 0.0312341 | val_loss: 0.0312339 | Time: 7550.96 ms
[2022-03-31 13:23:15 main:574] : INFO : Epoch 1854 | loss: 0.0312343 | val_loss: 0.031235 | Time: 10401.8 ms
[2022-03-31 13:23:23 main:574] : INFO : Epoch 1855 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 7919.88 ms
[2022-03-31 13:23:30 main:574] : INFO : Epoch 1856 | loss: 0.031235 | val_loss: 0.0312374 | Time: 6981.07 ms
[2022-03-31 13:23:38 main:574] : INFO : Epoch 1857 | loss: 0.0312355 | val_loss: 0.0312386 | Time: 7208.1 ms
[2022-03-31 13:23:45 main:574] : INFO : Epoch 1858 | loss: 0.0312371 | val_loss: 0.0312355 | Time: 7120.32 ms
[2022-03-31 13:23:52 main:574] : INFO : Epoch 1859 | loss: 0.031236 | val_loss: 0.0312444 | Time: 7280.48 ms
[2022-03-31 13:23:59 main:574] : INFO : Epoch 1860 | loss: 0.0312383 | val_loss: 0.031237 | Time: 7166.6 ms
[2022-03-31 13:24:07 main:574] : INFO : Epoch 1861 | loss: 0.0312374 | val_loss: 0.0312373 | Time: 6974.87 ms
[2022-03-31 13:24:17 main:574] : INFO : Epoch 1862 | loss: 0.0312394 | val_loss: 0.0312398 | Time: 10294.9 ms
[2022-03-31 13:24:27 main:574] : INFO : Epoch 1863 | loss: 0.0312405 | val_loss: 0.0312407 | Time: 10293.9 ms
[2022-03-31 13:24:35 main:574] : INFO : Epoch 1864 | loss: 0.03124 | val_loss: 0.0312411 | Time: 7134.1 ms
[2022-03-31 13:24:42 main:574] : INFO : Epoch 1865 | loss: 0.0312413 | val_loss: 0.0312415 | Time: 7152.8 ms
[2022-03-31 13:24:49 main:574] : INFO : Epoch 1866 | loss: 0.031241 | val_loss: 0.0312411 | Time: 7148.38 ms
[2022-03-31 13:24:56 main:574] : INFO : Epoch 1867 | loss: 0.0312415 | val_loss: 0.0312405 | Time: 6935.12 ms
[2022-03-31 13:25:03 main:574] : INFO : Epoch 1868 | loss: 0.0312409 | val_loss: 0.0312418 | Time: 7242.68 ms
[2022-03-31 13:25:14 main:574] : INFO : Epoch 1869 | loss: 0.031241 | val_loss: 0.0312454 | Time: 10745.9 ms
[2022-03-31 13:25:21 main:574] : INFO : Epoch 1870 | loss: 0.0312404 | val_loss: 0.0312398 | Time: 6958.57 ms
[2022-03-31 13:25:28 main:574] : INFO : Epoch 1871 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 7018.95 ms
[2022-03-31 13:25:35 main:574] : INFO : Epoch 1872 | loss: 0.0312401 | val_loss: 0.0312386 | Time: 7189.25 ms
[2022-03-31 13:25:43 main:574] : INFO : Epoch 1873 | loss: 0.0312396 | val_loss: 0.0312442 | Time: 7251.46 ms
[2022-03-31 13:25:50 main:574] : INFO : Epoch 1874 | loss: 0.0312394 | val_loss: 0.0312414 | Time: 7073.55 ms
[2022-03-31 13:25:57 main:574] : INFO : Epoch 1875 | loss: 0.0312393 | val_loss: 0.0312392 | Time: 7199.86 ms
[2022-03-31 13:26:05 main:574] : INFO : Epoch 1876 | loss: 0.0312388 | val_loss: 0.0312381 | Time: 7404.51 ms
[2022-03-31 13:26:12 main:574] : INFO : Epoch 1877 | loss: 0.0312377 | val_loss: 0.0312396 | Time: 7148.57 ms
[2022-03-31 13:26:19 main:574] : INFO : Epoch 1878 | loss: 0.0312389 | val_loss: 0.0312396 | Time: 7318.99 ms
[2022-03-31 13:26:30 main:574] : INFO : Epoch 1879 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 10397.3 ms
[2022-03-31 13:26:37 main:574] : INFO : Epoch 1880 | loss: 0.0312423 | val_loss: 0.0312387 | Time: 7430.73 ms
[2022-03-31 13:26:44 main:574] : INFO : Epoch 1881 | loss: 0.031241 | val_loss: 0.0312423 | Time: 6974.24 ms
[2022-03-31 13:26:52 main:574] : INFO : Epoch 1882 | loss: 0.0312397 | val_loss: 0.0312413 | Time: 7354.2 ms
[2022-03-31 13:26:59 main:574] : INFO : Epoch 1883 | loss: 0.0312402 | val_loss: 0.0312388 | Time: 6975.75 ms
[2022-03-31 13:27:06 main:574] : INFO : Epoch 1884 | loss: 0.0312431 | val_loss: 0.0312401 | Time: 7128.47 ms
[2022-03-31 13:27:13 main:574] : INFO : Epoch 1885 | loss: 0.03124 | val_loss: 0.0312378 | Time: 7087.62 ms
[2022-03-31 13:27:20 main:574] : INFO : Epoch 1886 | loss: 0.0312377 | val_loss: 0.0312441 | Time: 7292.14 ms
[2022-03-31 13:27:28 main:574] : INFO : Epoch 1887 | loss: 0.03124 | val_loss: 0.0312377 | Time: 7082.01 ms
[2022-03-31 13:27:34 main:574] : INFO : Epoch 1888 | loss: 0.031239 | val_loss: 0.0312389 | Time: 6762.21 ms
[2022-03-31 13:27:42 main:574] : INFO : Epoch 1889 | loss: 0.0312385 | val_loss: 0.0312371 | Time: 7564.41 ms
[2022-03-31 13:27:49 main:574] : INFO : Epoch 1890 | loss: 0.0312411 | val_loss: 0.031248 | Time: 6698.34 ms
[2022-03-31 13:27:56 main:574] : INFO : Epoch 1891 | loss: 0.031242 | val_loss: 0.0312452 | Time: 7414.88 ms
[2022-03-31 13:28:07 main:574] : INFO : Epoch 1892 | loss: 0.0312418 | val_loss: 0.0312384 | Time: 10763 ms
[2022-03-31 13:28:14 main:574] : INFO : Epoch 1893 | loss: 0.0312391 | val_loss: 0.0312376 | Time: 7094.24 ms
[2022-03-31 13:28:25 main:574] : INFO : Epoch 1894 | loss: 0.0312397 | val_loss: 0.0312406 | Time: 10060.8 ms
[2022-03-31 13:28:35 main:574] : INFO : Epoch 1895 | loss: 0.031243 | val_loss: 0.0312453 | Time: 10000.3 ms
[2022-03-31 13:28:42 main:574] : INFO : Epoch 1896 | loss: 0.0312391 | val_loss: 0.0312419 | Time: 7456.8 ms
[2022-03-31 13:28:49 main:574] : INFO : Epoch 1897 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 6806.83 ms
[2022-03-31 13:28:56 main:574] : INFO : Epoch 1898 | loss: 0.031237 | val_loss: 0.0312375 | Time: 7348.05 ms
[2022-03-31 13:29:07 main:574] : INFO : Epoch 1899 | loss: 0.0312369 | val_loss: 0.0312393 | Time: 10369.5 ms
[2022-03-31 13:29:14 main:574] : INFO : Epoch 1900 | loss: 0.0312376 | val_loss: 0.0312362 | Time: 7477.99 ms
[2022-03-31 13:29:21 main:574] : INFO : Epoch 1901 | loss: 0.0312374 | val_loss: 0.031237 | Time: 6869.51 ms
[2022-03-31 13:29:29 main:574] : INFO : Epoch 1902 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 7372.33 ms
[2022-03-31 13:29:36 main:574] : INFO : Epoch 1903 | loss: 0.0312374 | val_loss: 0.0312366 | Time: 6927.18 ms
[2022-03-31 13:29:43 main:574] : INFO : Epoch 1904 | loss: 0.0312374 | val_loss: 0.0312369 | Time: 7207.66 ms
[2022-03-31 13:29:50 main:574] : INFO : Epoch 1905 | loss: 0.0312375 | val_loss: 0.0312354 | Time: 7140.74 ms
[2022-03-31 13:29:57 main:574] : INFO : Epoch 1906 | loss: 0.0312382 | val_loss: 0.0312385 | Time: 6991.6 ms
[2022-03-31 13:30:05 main:574] : INFO : Epoch 1907 | loss: 0.0312387 | val_loss: 0.0312348 | Time: 7187.94 ms
[2022-03-31 13:30:12 main:574] : INFO : Epoch 1908 | loss: 0.0312387 | val_loss: 0.0312365 | Time: 7132.28 ms
[2022-03-31 13:30:19 main:574] : INFO : Epoch 1909 | loss: 0.0312365 | val_loss: 0.0312353 | Time: 7232.77 ms
[2022-03-31 13:30:26 main:574] : INFO : Epoch 1910 | loss: 0.0312388 | val_loss: 0.0312357 | Time: 7008.45 ms
[2022-03-31 13:30:33 main:574] : INFO : Epoch 1911 | loss: 0.0312367 | val_loss: 0.0312347 | Time: 7106.11 ms
[2022-03-31 13:30:40 main:574] : INFO : Epoch 1912 | loss: 0.0312367 | val_loss: 0.0312357 | Time: 7035.4 ms
[2022-03-31 13:30:48 main:574] : INFO : Epoch 1913 | loss: 0.0312418 | val_loss: 0.031242 | Time: 7200.32 ms
[2022-03-31 13:30:58 main:574] : INFO : Epoch 1914 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 10308 ms
[2022-03-31 13:31:09 main:574] : INFO : Epoch 1915 | loss: 0.031238 | val_loss: 0.0312435 | Time: 10386.1 ms
[2022-03-31 13:31:16 main:574] : INFO : Epoch 1916 | loss: 0.031239 | val_loss: 0.0312494 | Time: 7319.62 ms
[2022-03-31 13:31:26 main:574] : INFO : Epoch 1917 | loss: 0.031242 | val_loss: 0.0312348 | Time: 10465.3 ms
[2022-03-31 13:31:34 main:574] : INFO : Epoch 1918 | loss: 0.0312371 | val_loss: 0.0312346 | Time: 7391.03 ms
[2022-03-31 13:31:41 main:574] : INFO : Epoch 1919 | loss: 0.0312362 | val_loss: 0.0312344 | Time: 6930.79 ms
[2022-03-31 13:31:48 main:574] : INFO : Epoch 1920 | loss: 0.0312358 | val_loss: 0.0312353 | Time: 7370.06 ms
[2022-03-31 13:31:55 main:574] : INFO : Epoch 1921 | loss: 0.0312367 | val_loss: 0.0312342 | Time: 7034.75 ms
[2022-03-31 13:32:02 main:574] : INFO : Epoch 1922 | loss: 0.0312373 | val_loss: 0.0312417 | Time: 7009.06 ms
[2022-03-31 13:32:10 main:574] : INFO : Epoch 1923 | loss: 0.0312401 | val_loss: 0.0312463 | Time: 7091.2 ms
[2022-03-31 13:32:17 main:574] : INFO : Epoch 1924 | loss: 0.031249 | val_loss: 0.0312483 | Time: 7107.53 ms
[2022-03-31 13:32:24 main:574] : INFO : Epoch 1925 | loss: 0.0312493 | val_loss: 0.0312523 | Time: 7063.88 ms
[2022-03-31 13:32:31 main:574] : INFO : Epoch 1926 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 7168.87 ms
[2022-03-31 13:32:38 main:574] : INFO : Epoch 1927 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 7032.84 ms
[2022-03-31 13:32:46 main:574] : INFO : Epoch 1928 | loss: 0.031248 | val_loss: 0.0312471 | Time: 7302.5 ms
[2022-03-31 13:32:53 main:574] : INFO : Epoch 1929 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 6871.82 ms
[2022-03-31 13:33:03 main:574] : INFO : Epoch 1930 | loss: 0.0312477 | val_loss: 0.0312501 | Time: 10413.8 ms
[2022-03-31 13:33:10 main:574] : INFO : Epoch 1931 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 7140.61 ms
[2022-03-31 13:33:17 main:574] : INFO : Epoch 1932 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 7034.29 ms
[2022-03-31 13:33:25 main:574] : INFO : Epoch 1933 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 7100 ms
[2022-03-31 13:33:32 main:574] : INFO : Epoch 1934 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 6908.08 ms
[2022-03-31 13:33:39 main:574] : INFO : Epoch 1935 | loss: 0.031246 | val_loss: 0.0312437 | Time: 7096.22 ms
[2022-03-31 13:33:49 main:574] : INFO : Epoch 1936 | loss: 0.0312452 | val_loss: 0.0312435 | Time: 10376.3 ms
[2022-03-31 13:33:56 main:574] : INFO : Epoch 1937 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 7128.03 ms
[2022-03-31 13:34:03 main:574] : INFO : Epoch 1938 | loss: 0.031245 | val_loss: 0.0312427 | Time: 6994.74 ms
[2022-03-31 13:34:11 main:574] : INFO : Epoch 1939 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 7061.05 ms
[2022-03-31 13:34:17 main:574] : INFO : Epoch 1940 | loss: 0.0312453 | val_loss: 0.0312428 | Time: 6799.04 ms
[2022-03-31 13:34:25 main:574] : INFO : Epoch 1941 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 7245 ms
[2022-03-31 13:34:32 main:574] : INFO : Epoch 1942 | loss: 0.0312457 | val_loss: 0.0312485 | Time: 6819.83 ms
[2022-03-31 13:34:39 main:574] : INFO : Epoch 1943 | loss: 0.0312454 | val_loss: 0.0312421 | Time: 7456.45 ms
[2022-03-31 13:34:46 main:574] : INFO : Epoch 1944 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 6840.63 ms
[2022-03-31 13:34:53 main:574] : INFO : Epoch 1945 | loss: 0.0312465 | val_loss: 0.0312432 | Time: 7232.05 ms
[2022-03-31 13:35:03 main:574] : INFO : Epoch 1946 | loss: 0.0312444 | val_loss: 0.0312423 | Time: 10001.8 ms
[2022-03-31 13:35:11 main:574] : INFO : Epoch 1947 | loss: 0.031245 | val_loss: 0.0312431 | Time: 7407.7 ms
[2022-03-31 13:35:18 main:574] : INFO : Epoch 1948 | loss: 0.031243 | val_loss: 0.0312435 | Time: 7043.86 ms
[2022-03-31 13:35:28 main:574] : INFO : Epoch 1949 | loss: 0.0312468 | val_loss: 0.0312444 | Time: 10484.4 ms
[2022-03-31 13:35:36 main:574] : INFO : Epoch 1950 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 7217.44 ms
[2022-03-31 13:35:43 main:574] : INFO : Epoch 1951 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 6935.26 ms
[2022-03-31 13:35:50 main:574] : INFO : Epoch 1952 | loss: 0.0312434 | val_loss: 0.0312412 | Time: 7109.91 ms
[2022-03-31 13:35:57 main:574] : INFO : Epoch 1953 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 7229.82 ms
[2022-03-31 13:36:04 main:574] : INFO : Epoch 1954 | loss: 0.0312432 | val_loss: 0.0312409 | Time: 7130.68 ms
[2022-03-31 13:36:12 main:574] : INFO : Epoch 1955 | loss: 0.0312431 | val_loss: 0.0312414 | Time: 7258.39 ms
[2022-03-31 13:36:19 main:574] : INFO : Epoch 1956 | loss: 0.031242 | val_loss: 0.0312401 | Time: 6990.72 ms
[2022-03-31 13:36:26 main:574] : INFO : Epoch 1957 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 7206.34 ms
[2022-03-31 13:36:37 main:574] : INFO : Epoch 1958 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 10515.9 ms
[2022-03-31 13:36:44 main:574] : INFO : Epoch 1959 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 7092.62 ms
[2022-03-31 13:36:51 main:574] : INFO : Epoch 1960 | loss: 0.0312411 | val_loss: 0.0312392 | Time: 6884.15 ms
[2022-03-31 13:36:58 main:574] : INFO : Epoch 1961 | loss: 0.0312405 | val_loss: 0.0312418 | Time: 7264.44 ms
[2022-03-31 13:37:05 main:574] : INFO : Epoch 1962 | loss: 0.0312423 | val_loss: 0.0312406 | Time: 6961.56 ms
[2022-03-31 13:37:12 main:574] : INFO : Epoch 1963 | loss: 0.0312417 | val_loss: 0.0312401 | Time: 7357.61 ms
[2022-03-31 13:37:19 main:574] : INFO : Epoch 1964 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 6815.75 ms
[2022-03-31 13:37:30 main:574] : INFO : Epoch 1965 | loss: 0.0312412 | val_loss: 0.0312394 | Time: 10907.8 ms
[2022-03-31 13:37:37 main:574] : INFO : Epoch 1966 | loss: 0.0312401 | val_loss: 0.0312398 | Time: 6826.83 ms
[2022-03-31 13:37:45 main:574] : INFO : Epoch 1967 | loss: 0.0312437 | val_loss: 0.031241 | Time: 7428.42 ms
[2022-03-31 13:37:52 main:574] : INFO : Epoch 1968 | loss: 0.0312415 | val_loss: 0.0312392 | Time: 6847.66 ms
[2022-03-31 13:38:02 main:574] : INFO : Epoch 1969 | loss: 0.0312437 | val_loss: 0.0312425 | Time: 10722.5 ms
[2022-03-31 13:38:09 main:574] : INFO : Epoch 1970 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 6975.19 ms
[2022-03-31 13:38:17 main:574] : INFO : Epoch 1971 | loss: 0.0312408 | val_loss: 0.0312389 | Time: 7392.87 ms
[2022-03-31 13:38:24 main:574] : INFO : Epoch 1972 | loss: 0.0312393 | val_loss: 0.0312394 | Time: 6757.36 ms
[2022-03-31 13:38:31 main:574] : INFO : Epoch 1973 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 7303.54 ms
[2022-03-31 13:38:38 main:574] : INFO : Epoch 1974 | loss: 0.0312431 | val_loss: 0.0312416 | Time: 6825.62 ms
[2022-03-31 13:38:48 main:574] : INFO : Epoch 1975 | loss: 0.0312389 | val_loss: 0.0312392 | Time: 10254 ms
[2022-03-31 13:38:55 main:574] : INFO : Epoch 1976 | loss: 0.031239 | val_loss: 0.0312443 | Time: 7132.52 ms
[2022-03-31 13:39:03 main:574] : INFO : Epoch 1977 | loss: 0.0312385 | val_loss: 0.0312371 | Time: 7208.13 ms
[2022-03-31 13:39:10 main:574] : INFO : Epoch 1978 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 7020.3 ms
[2022-03-31 13:39:20 main:574] : INFO : Epoch 1979 | loss: 0.0312378 | val_loss: 0.0312386 | Time: 10462 ms
[2022-03-31 13:39:31 main:574] : INFO : Epoch 1980 | loss: 0.0312371 | val_loss: 0.0312371 | Time: 10232.7 ms
[2022-03-31 13:39:38 main:574] : INFO : Epoch 1981 | loss: 0.031237 | val_loss: 0.0312358 | Time: 7114.58 ms
[2022-03-31 13:39:48 main:574] : INFO : Epoch 1982 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 10212.5 ms
[2022-03-31 13:39:55 main:574] : INFO : Epoch 1983 | loss: 0.0312371 | val_loss: 0.0312366 | Time: 6758.48 ms
[2022-03-31 13:40:02 main:574] : INFO : Epoch 1984 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 7185.36 ms
[2022-03-31 13:40:13 main:574] : INFO : Epoch 1985 | loss: 0.0312379 | val_loss: 0.0312383 | Time: 10597.3 ms
[2022-03-31 13:40:24 main:574] : INFO : Epoch 1986 | loss: 0.0312364 | val_loss: 0.0312348 | Time: 11206.4 ms
[2022-03-31 13:40:31 main:574] : INFO : Epoch 1987 | loss: 0.0312356 | val_loss: 0.0312388 | Time: 7040.21 ms
[2022-03-31 13:40:38 main:574] : INFO : Epoch 1988 | loss: 0.0312369 | val_loss: 0.0312387 | Time: 7149.54 ms
[2022-03-31 13:40:46 main:574] : INFO : Epoch 1989 | loss: 0.0312388 | val_loss: 0.0312412 | Time: 7485.41 ms
[2022-03-31 13:40:53 main:574] : INFO : Epoch 1990 | loss: 0.0312374 | val_loss: 0.0312359 | Time: 6834.53 ms
[2022-03-31 13:41:03 main:574] : INFO : Epoch 1991 | loss: 0.0312364 | val_loss: 0.0312397 | Time: 10681.6 ms
[2022-03-31 13:41:10 main:574] : INFO : Epoch 1992 | loss: 0.031238 | val_loss: 0.0312367 | Time: 6981.92 ms
[2022-03-31 13:41:21 main:574] : INFO : Epoch 1993 | loss: 0.0312368 | val_loss: 0.0312347 | Time: 10590.2 ms
[2022-03-31 13:41:32 main:574] : INFO : Epoch 1994 | loss: 0.0312362 | val_loss: 0.0312384 | Time: 10556.2 ms
[2022-03-31 13:41:39 main:574] : INFO : Epoch 1995 | loss: 0.0312413 | val_loss: 0.0312406 | Time: 7023.53 ms
[2022-03-31 13:41:50 main:574] : INFO : Epoch 1996 | loss: 0.0312382 | val_loss: 0.031236 | Time: 10806.7 ms
[2022-03-31 13:41:57 main:574] : INFO : Epoch 1997 | loss: 0.0312351 | val_loss: 0.0312339 | Time: 6986.11 ms
[2022-03-31 13:42:08 main:574] : INFO : Epoch 1998 | loss: 0.0312396 | val_loss: 0.0312442 | Time: 10666.9 ms
[2022-03-31 13:42:15 main:574] : INFO : Epoch 1999 | loss: 0.0312385 | val_loss: 0.0312359 | Time: 7167.77 ms
[2022-03-31 13:42:22 main:574] : INFO : Epoch 2000 | loss: 0.0312347 | val_loss: 0.0312334 | Time: 7007.02 ms
[2022-03-31 13:42:29 main:574] : INFO : Epoch 2001 | loss: 0.0312349 | val_loss: 0.0312366 | Time: 7148.88 ms
[2022-03-31 13:42:40 main:574] : INFO : Epoch 2002 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 10333.9 ms
[2022-03-31 13:42:50 main:574] : INFO : Epoch 2003 | loss: 0.0312341 | val_loss: 0.0312339 | Time: 10473.6 ms
[2022-03-31 13:42:58 main:574] : INFO : Epoch 2004 | loss: 0.0312331 | val_loss: 0.0312362 | Time: 7240.25 ms
[2022-03-31 13:43:04 main:574] : INFO : Epoch 2005 | loss: 0.0312328 | val_loss: 0.0312328 | Time: 6899.47 ms
[2022-03-31 13:43:12 main:574] : INFO : Epoch 2006 | loss: 0.0312319 | val_loss: 0.0312316 | Time: 7024.57 ms
[2022-03-31 13:43:19 main:574] : INFO : Epoch 2007 | loss: 0.0312316 | val_loss: 0.0312316 | Time: 7119.81 ms
[2022-03-31 13:43:26 main:574] : INFO : Epoch 2008 | loss: 0.0312315 | val_loss: 0.0312315 | Time: 7076.8 ms
[2022-03-31 13:43:36 main:574] : INFO : Epoch 2009 | loss: 0.0312377 | val_loss: 0.0312319 | Time: 10147.4 ms
[2022-03-31 13:43:47 main:574] : INFO : Epoch 2010 | loss: 0.031236 | val_loss: 0.0312326 | Time: 10422.7 ms
[2022-03-31 13:43:54 main:574] : INFO : Epoch 2011 | loss: 0.031233 | val_loss: 0.0312379 | Time: 7057.14 ms
[2022-03-31 13:44:01 main:574] : INFO : Epoch 2012 | loss: 0.0312327 | val_loss: 0.0312327 | Time: 6925.11 ms
[2022-03-31 13:44:08 main:574] : INFO : Epoch 2013 | loss: 0.0312311 | val_loss: 0.0312299 | Time: 7079.03 ms
[2022-03-31 13:44:15 main:574] : INFO : Epoch 2014 | loss: 0.0312324 | val_loss: 0.0312359 | Time: 6914.1 ms
[2022-03-31 13:44:22 main:574] : INFO : Epoch 2015 | loss: 0.0312333 | val_loss: 0.0312305 | Time: 7103.42 ms
[2022-03-31 13:44:29 main:574] : INFO : Epoch 2016 | loss: 0.0312318 | val_loss: 0.0312307 | Time: 6860.09 ms
[2022-03-31 13:44:36 main:574] : INFO : Epoch 2017 | loss: 0.03123 | val_loss: 0.0312289 | Time: 7220.6 ms
[2022-03-31 13:44:43 main:574] : INFO : Epoch 2018 | loss: 0.0312292 | val_loss: 0.031229 | Time: 6841.95 ms
[2022-03-31 13:44:50 main:574] : INFO : Epoch 2019 | loss: 0.0312296 | val_loss: 0.0312328 | Time: 7199.65 ms
[2022-03-31 13:44:58 main:574] : INFO : Epoch 2020 | loss: 0.0312326 | val_loss: 0.0312287 | Time: 7781.07 ms
[2022-03-31 13:45:06 main:574] : INFO : Epoch 2021 | loss: 0.0312288 | val_loss: 0.0312288 | Time: 8153.17 ms
[2022-03-31 13:45:14 main:574] : INFO : Epoch 2022 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 7108.06 ms
[2022-03-31 13:45:21 main:574] : INFO : Epoch 2023 | loss: 0.0312295 | val_loss: 0.031228 | Time: 7057.1 ms
[2022-03-31 13:45:28 main:574] : INFO : Epoch 2024 | loss: 0.0312315 | val_loss: 0.0312278 | Time: 7539.65 ms
[2022-03-31 13:45:35 main:574] : INFO : Epoch 2025 | loss: 0.0312274 | val_loss: 0.0312269 | Time: 6886.36 ms
[2022-03-31 13:45:43 main:574] : INFO : Epoch 2026 | loss: 0.0312278 | val_loss: 0.0312288 | Time: 7357.88 ms
[2022-03-31 13:45:50 main:574] : INFO : Epoch 2027 | loss: 0.0312284 | val_loss: 0.0312278 | Time: 6979.69 ms
[2022-03-31 13:45:57 main:574] : INFO : Epoch 2028 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 7209.68 ms
[2022-03-31 13:46:04 main:574] : INFO : Epoch 2029 | loss: 0.0312264 | val_loss: 0.031227 | Time: 7155.44 ms
[2022-03-31 13:46:12 main:574] : INFO : Epoch 2030 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 7185.74 ms
[2022-03-31 13:46:19 main:574] : INFO : Epoch 2031 | loss: 0.0312268 | val_loss: 0.0312264 | Time: 7371.87 ms
[2022-03-31 13:46:30 main:574] : INFO : Epoch 2032 | loss: 0.031227 | val_loss: 0.0312282 | Time: 10596.1 ms
[2022-03-31 13:46:40 main:574] : INFO : Epoch 2033 | loss: 0.0312269 | val_loss: 0.0312287 | Time: 10544.2 ms
[2022-03-31 13:46:48 main:574] : INFO : Epoch 2034 | loss: 0.0312298 | val_loss: 0.031236 | Time: 7354.5 ms
[2022-03-31 13:46:55 main:574] : INFO : Epoch 2035 | loss: 0.0312283 | val_loss: 0.0312257 | Time: 7090.51 ms
[2022-03-31 13:47:02 main:574] : INFO : Epoch 2036 | loss: 0.0312255 | val_loss: 0.0312257 | Time: 7284.36 ms
[2022-03-31 13:47:09 main:574] : INFO : Epoch 2037 | loss: 0.0312261 | val_loss: 0.0312274 | Time: 7180.95 ms
[2022-03-31 13:47:20 main:574] : INFO : Epoch 2038 | loss: 0.0312259 | val_loss: 0.0312251 | Time: 10425.2 ms
[2022-03-31 13:47:27 main:574] : INFO : Epoch 2039 | loss: 0.0312248 | val_loss: 0.0312257 | Time: 7116.84 ms
[2022-03-31 13:47:34 main:574] : INFO : Epoch 2040 | loss: 0.031225 | val_loss: 0.0312249 | Time: 7149.27 ms
[2022-03-31 13:47:42 main:574] : INFO : Epoch 2041 | loss: 0.0312263 | val_loss: 0.0312244 | Time: 7214.87 ms
[2022-03-31 13:47:49 main:574] : INFO : Epoch 2042 | loss: 0.0312269 | val_loss: 0.0312263 | Time: 7269.1 ms
[2022-03-31 13:47:56 main:574] : INFO : Epoch 2043 | loss: 0.0312279 | val_loss: 0.0312312 | Time: 6929.77 ms
[2022-03-31 13:48:03 main:574] : INFO : Epoch 2044 | loss: 0.0312256 | val_loss: 0.0312248 | Time: 7355.83 ms
[2022-03-31 13:48:10 main:574] : INFO : Epoch 2045 | loss: 0.0312247 | val_loss: 0.0312259 | Time: 6975.84 ms
[2022-03-31 13:48:18 main:574] : INFO : Epoch 2046 | loss: 0.0312269 | val_loss: 0.0312453 | Time: 7238.55 ms
[2022-03-31 13:48:25 main:574] : INFO : Epoch 2047 | loss: 0.0312314 | val_loss: 0.0312389 | Time: 7140.17 ms
[2022-03-31 13:48:32 main:574] : INFO : Epoch 2048 | loss: 0.0312286 | val_loss: 0.0312263 | Time: 7142.18 ms
[2022-03-31 13:48:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312263
[2022-03-31 13:48:32 main:603] : INFO : Saving end state to config to file
[2022-03-31 13:48:32 main:608] : INFO : Success, exiting..
13:48:32 (2480): 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)