Task 14320525
| Name | ParityModified-1647048203-31584-2-0_0 |
| Workunit | 11371497 |
| Created | 3 Apr 2022, 20:00:11 UTC |
| Sent | 8 Apr 2022, 17:58:37 UTC |
| Report deadline | 16 Apr 2022, 17:58:37 UTC |
| Received | 9 Apr 2022, 20:47:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 6 hours 27 min 59 sec |
| CPU time | 5 hours 34 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> e: 16207.3 ms [2022-04-09 21:03:19 main:574] : INFO : Epoch 1542 | loss: 0.0311587 | val_loss: 0.0311643 | Time: 14905.5 ms [2022-04-09 21:03:35 main:574] : INFO : Epoch 1543 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 15996.5 ms [2022-04-09 21:03:51 main:574] : INFO : Epoch 1544 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 15752 ms [2022-04-09 21:04:06 main:574] : INFO : Epoch 1545 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 15330.6 ms [2022-04-09 21:04:22 main:574] : INFO : Epoch 1546 | loss: 0.0311594 | val_loss: 0.0311655 | Time: 15554 ms [2022-04-09 21:04:35 main:574] : INFO : Epoch 1547 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 13882.6 ms [2022-04-09 21:04:50 main:574] : INFO : Epoch 1548 | loss: 0.031158 | val_loss: 0.031166 | Time: 14066.4 ms [2022-04-09 21:05:04 main:574] : INFO : Epoch 1549 | loss: 0.031161 | val_loss: 0.0311755 | Time: 13968.6 ms [2022-04-09 21:05:17 main:574] : INFO : Epoch 1550 | loss: 0.0311591 | val_loss: 0.0311621 | Time: 13704.9 ms [2022-04-09 21:05:31 main:574] : INFO : Epoch 1551 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 13845.1 ms [2022-04-09 21:05:45 main:574] : INFO : Epoch 1552 | loss: 0.0311568 | val_loss: 0.0311627 | Time: 13720.1 ms [2022-04-09 21:05:59 main:574] : INFO : Epoch 1553 | loss: 0.0311588 | val_loss: 0.0311655 | Time: 14050.9 ms [2022-04-09 21:06:13 main:574] : INFO : Epoch 1554 | loss: 0.0311574 | val_loss: 0.031167 | Time: 13755.7 ms [2022-04-09 21:06:26 main:574] : INFO : Epoch 1555 | loss: 0.0311565 | val_loss: 0.0311627 | Time: 13681.5 ms [2022-04-09 21:06:40 main:574] : INFO : Epoch 1556 | loss: 0.0311539 | val_loss: 0.031163 | Time: 13927.1 ms [2022-04-09 21:06:54 main:574] : INFO : Epoch 1557 | loss: 0.0311552 | val_loss: 0.0311589 | Time: 13953.4 ms [2022-04-09 21:07:08 main:574] : INFO : Epoch 1558 | loss: 0.0311559 | val_loss: 0.0311601 | Time: 13658.4 ms [2022-04-09 21:07:21 main:574] : INFO : Epoch 1559 | loss: 0.0311545 | val_loss: 0.0311639 | Time: 13160.6 ms [2022-04-09 21:07:35 main:574] : INFO : Epoch 1560 | loss: 0.0311531 | val_loss: 0.0311607 | Time: 13546.2 ms [2022-04-09 21:07:48 main:574] : INFO : Epoch 1561 | loss: 0.031153 | val_loss: 0.0311591 | Time: 13437.3 ms [2022-04-09 21:08:02 main:574] : INFO : Epoch 1562 | loss: 0.0311522 | val_loss: 0.0311634 | Time: 13485.9 ms [2022-04-09 21:08:16 main:574] : INFO : Epoch 1563 | loss: 0.0311504 | val_loss: 0.0311604 | Time: 14725.8 ms [2022-04-09 21:08:32 main:574] : INFO : Epoch 1564 | loss: 0.0311504 | val_loss: 0.0311605 | Time: 15664.4 ms [2022-04-09 21:08:48 main:574] : INFO : Epoch 1565 | loss: 0.0311528 | val_loss: 0.03116 | Time: 15651.7 ms [2022-04-09 21:09:03 main:574] : INFO : Epoch 1566 | loss: 0.0311516 | val_loss: 0.0311604 | Time: 15752.2 ms [2022-04-09 21:09:18 main:574] : INFO : Epoch 1567 | loss: 0.0311505 | val_loss: 0.0311606 | Time: 14950.6 ms [2022-04-09 21:09:31 main:574] : INFO : Epoch 1568 | loss: 0.0311519 | val_loss: 0.031159 | Time: 13132.6 ms [2022-04-09 21:09:44 main:574] : INFO : Epoch 1569 | loss: 0.0311507 | val_loss: 0.0311596 | Time: 12606 ms [2022-04-09 21:09:57 main:574] : INFO : Epoch 1570 | loss: 0.0311506 | val_loss: 0.0311605 | Time: 12719.8 ms [2022-04-09 21:10:10 main:574] : INFO : Epoch 1571 | loss: 0.0311527 | val_loss: 0.0311579 | Time: 12731.4 ms [2022-04-09 21:10:23 main:574] : INFO : Epoch 1572 | loss: 0.0311501 | val_loss: 0.0311646 | Time: 13055.4 ms [2022-04-09 21:10:36 main:574] : INFO : Epoch 1573 | loss: 0.0311535 | val_loss: 0.031162 | Time: 12926.5 ms [2022-04-09 21:10:49 main:574] : INFO : Epoch 1574 | loss: 0.0311521 | val_loss: 0.0311641 | Time: 13337.4 ms [2022-04-09 21:11:02 main:574] : INFO : Epoch 1575 | loss: 0.031153 | val_loss: 0.0311591 | Time: 13350.8 ms [2022-04-09 21:11:15 main:574] : INFO : Epoch 1576 | loss: 0.0311523 | val_loss: 0.0311583 | Time: 13196.7 ms [2022-04-09 21:11:29 main:574] : INFO : Epoch 1577 | loss: 0.031152 | val_loss: 0.0311591 | Time: 13164.6 ms [2022-04-09 21:11:42 main:574] : INFO : Epoch 1578 | loss: 0.0311499 | val_loss: 0.0311589 | Time: 13208.4 ms [2022-04-09 21:11:55 main:574] : INFO : Epoch 1579 | loss: 0.0311482 | val_loss: 0.0311575 | Time: 13204.8 ms [2022-04-09 21:12:07 main:574] : INFO : Epoch 1580 | loss: 0.0311476 | val_loss: 0.0311717 | Time: 12070.7 ms [2022-04-09 21:12:19 main:574] : INFO : Epoch 1581 | loss: 0.0311487 | val_loss: 0.0311601 | Time: 11677.7 ms [2022-04-09 21:12:29 main:574] : INFO : Epoch 1582 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 10448.4 ms [2022-04-09 21:12:39 main:574] : INFO : Epoch 1583 | loss: 0.0311476 | val_loss: 0.0311607 | Time: 9606.75 ms [2022-04-09 21:12:49 main:574] : INFO : Epoch 1584 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 9678.25 ms [2022-04-09 21:12:59 main:574] : INFO : Epoch 1585 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 10707 ms [2022-04-09 21:13:10 main:574] : INFO : Epoch 1586 | loss: 0.0311486 | val_loss: 0.0311589 | Time: 10349.6 ms [2022-04-09 21:13:20 main:574] : INFO : Epoch 1587 | loss: 0.0311474 | val_loss: 0.0311575 | Time: 10345.7 ms [2022-04-09 21:13:30 main:574] : INFO : Epoch 1588 | loss: 0.0311479 | val_loss: 0.0311573 | Time: 10117.1 ms [2022-04-09 21:13:41 main:574] : INFO : Epoch 1589 | loss: 0.0311444 | val_loss: 0.0311582 | Time: 10719 ms [2022-04-09 21:13:52 main:574] : INFO : Epoch 1590 | loss: 0.0311497 | val_loss: 0.0311602 | Time: 10821.8 ms [2022-04-09 21:14:03 main:574] : INFO : Epoch 1591 | loss: 0.0311486 | val_loss: 0.0311582 | Time: 11105 ms [2022-04-09 21:14:15 main:574] : INFO : Epoch 1592 | loss: 0.0311472 | val_loss: 0.0311597 | Time: 11781 ms [2022-04-09 21:14:26 main:574] : INFO : Epoch 1593 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 10895.8 ms [2022-04-09 21:14:37 main:574] : INFO : Epoch 1594 | loss: 0.031149 | val_loss: 0.0311707 | Time: 11160.9 ms [2022-04-09 21:14:49 main:574] : INFO : Epoch 1595 | loss: 0.0311496 | val_loss: 0.0311635 | Time: 11542.2 ms [2022-04-09 21:15:00 main:574] : INFO : Epoch 1596 | loss: 0.0311459 | val_loss: 0.0311587 | Time: 11718.9 ms [2022-04-09 21:15:12 main:574] : INFO : Epoch 1597 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 11481.6 ms [2022-04-09 21:15:24 main:574] : INFO : Epoch 1598 | loss: 0.0311427 | val_loss: 0.0311596 | Time: 11895.6 ms [2022-04-09 21:15:36 main:574] : INFO : Epoch 1599 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 12062.1 ms [2022-04-09 21:15:48 main:574] : INFO : Epoch 1600 | loss: 0.0311468 | val_loss: 0.0311603 | Time: 12179.6 ms [2022-04-09 21:16:00 main:574] : INFO : Epoch 1601 | loss: 0.0311456 | val_loss: 0.0311596 | Time: 11835 ms [2022-04-09 21:16:12 main:574] : INFO : Epoch 1602 | loss: 0.0311442 | val_loss: 0.0311595 | Time: 12016.8 ms [2022-04-09 21:16:24 main:574] : INFO : Epoch 1603 | loss: 0.0311431 | val_loss: 0.0311621 | Time: 11928.4 ms [2022-04-09 21:16:35 main:574] : INFO : Epoch 1604 | loss: 0.0311457 | val_loss: 0.0311574 | Time: 11591.5 ms [2022-04-09 21:16:47 main:574] : INFO : Epoch 1605 | loss: 0.0311433 | val_loss: 0.031165 | Time: 11259.7 ms [2022-04-09 21:16:58 main:574] : INFO : Epoch 1606 | loss: 0.0311449 | val_loss: 0.0311609 | Time: 11520 ms [2022-04-09 21:17:10 main:574] : INFO : Epoch 1607 | loss: 0.0311446 | val_loss: 0.0311628 | Time: 11676 ms [2022-04-09 21:17:21 main:574] : INFO : Epoch 1608 | loss: 0.0311457 | val_loss: 0.0311597 | Time: 10632.2 ms [2022-04-09 21:17:32 main:574] : INFO : Epoch 1609 | loss: 0.0311494 | val_loss: 0.0311617 | Time: 11669.9 ms [2022-04-09 21:17:43 main:574] : INFO : Epoch 1610 | loss: 0.0311499 | val_loss: 0.0311593 | Time: 10796.4 ms [2022-04-09 21:17:55 main:574] : INFO : Epoch 1611 | loss: 0.0311464 | val_loss: 0.031159 | Time: 11576.4 ms [2022-04-09 21:18:08 main:574] : INFO : Epoch 1612 | loss: 0.0311505 | val_loss: 0.031171 | Time: 13538.4 ms [2022-04-09 21:18:22 main:574] : INFO : Epoch 1613 | loss: 0.0311582 | val_loss: 0.0311581 | Time: 14131.7 ms [2022-04-09 21:18:35 main:574] : INFO : Epoch 1614 | loss: 0.0311521 | val_loss: 0.031159 | Time: 12788.7 ms [2022-04-09 21:18:47 main:574] : INFO : Epoch 1615 | loss: 0.0311554 | val_loss: 0.0311588 | Time: 11582.8 ms [2022-04-09 21:18:58 main:574] : INFO : Epoch 1616 | loss: 0.0311511 | val_loss: 0.0311602 | Time: 11052.4 ms [2022-04-09 21:19:09 main:574] : INFO : Epoch 1617 | loss: 0.0311486 | val_loss: 0.0311574 | Time: 11425.1 ms [2022-04-09 21:19:22 main:574] : INFO : Epoch 1618 | loss: 0.0311477 | val_loss: 0.0311589 | Time: 12559.6 ms [2022-04-09 21:19:35 main:574] : INFO : Epoch 1619 | loss: 0.0311483 | val_loss: 0.0311564 | Time: 13041.7 ms [2022-04-09 21:19:48 main:574] : INFO : Epoch 1620 | loss: 0.0311475 | val_loss: 0.0311576 | Time: 12719.6 ms [2022-04-09 21:20:00 main:574] : INFO : Epoch 1621 | loss: 0.0311479 | val_loss: 0.0311577 | Time: 12773.3 ms [2022-04-09 21:20:15 main:574] : INFO : Epoch 1622 | loss: 0.0311498 | val_loss: 0.0311583 | Time: 14816.7 ms [2022-04-09 21:20:30 main:574] : INFO : Epoch 1623 | loss: 0.0311487 | val_loss: 0.0311571 | Time: 14569.7 ms [2022-04-09 21:20:44 main:574] : INFO : Epoch 1624 | loss: 0.0311485 | val_loss: 0.0311583 | Time: 14399.4 ms [2022-04-09 21:20:59 main:574] : INFO : Epoch 1625 | loss: 0.0311534 | val_loss: 0.031157 | Time: 14348.7 ms [2022-04-09 21:21:13 main:574] : INFO : Epoch 1626 | loss: 0.0311496 | val_loss: 0.0311556 | Time: 14301.5 ms [2022-04-09 21:21:25 main:574] : INFO : Epoch 1627 | loss: 0.03115 | val_loss: 0.0311615 | Time: 12090.8 ms [2022-04-09 21:21:36 main:574] : INFO : Epoch 1628 | loss: 0.0311462 | val_loss: 0.0311577 | Time: 10894.7 ms [2022-04-09 21:21:47 main:574] : INFO : Epoch 1629 | loss: 0.031143 | val_loss: 0.0311566 | Time: 10996.7 ms [2022-04-09 21:21:58 main:574] : INFO : Epoch 1630 | loss: 0.0311443 | val_loss: 0.0311562 | Time: 10923.2 ms [2022-04-09 21:22:09 main:574] : INFO : Epoch 1631 | loss: 0.0311453 | val_loss: 0.0311582 | Time: 11176.5 ms [2022-04-09 21:22:21 main:574] : INFO : Epoch 1632 | loss: 0.0311441 | val_loss: 0.0311596 | Time: 12120.8 ms [2022-04-09 21:22:33 main:574] : INFO : Epoch 1633 | loss: 0.0311429 | val_loss: 0.0311603 | Time: 11528 ms [2022-04-09 21:22:44 main:574] : INFO : Epoch 1634 | loss: 0.0311415 | val_loss: 0.0311584 | Time: 11367.3 ms [2022-04-09 21:22:57 main:574] : INFO : Epoch 1635 | loss: 0.0311444 | val_loss: 0.0311602 | Time: 12388.4 ms [2022-04-09 21:23:07 main:574] : INFO : Epoch 1636 | loss: 0.0311515 | val_loss: 0.0311596 | Time: 10735.6 ms [2022-04-09 21:23:18 main:574] : INFO : Epoch 1637 | loss: 0.0311507 | val_loss: 0.0311567 | Time: 10407.9 ms [2022-04-09 21:23:28 main:574] : INFO : Epoch 1638 | loss: 0.0311441 | val_loss: 0.0311559 | Time: 10597 ms [2022-04-09 21:23:41 main:574] : INFO : Epoch 1639 | loss: 0.0311424 | val_loss: 0.0311611 | Time: 12166.1 ms [2022-04-09 21:23:54 main:574] : INFO : Epoch 1640 | loss: 0.0311456 | val_loss: 0.0311548 | Time: 13088.2 ms [2022-04-09 21:24:07 main:574] : INFO : Epoch 1641 | loss: 0.0311434 | val_loss: 0.0311559 | Time: 13627 ms [2022-04-09 21:24:19 main:574] : INFO : Epoch 1642 | loss: 0.0311443 | val_loss: 0.0311611 | Time: 11278.3 ms [2022-04-09 21:24:30 main:574] : INFO : Epoch 1643 | loss: 0.0311428 | val_loss: 0.0311633 | Time: 11633.8 ms [2022-04-09 21:24:42 main:574] : INFO : Epoch 1644 | loss: 0.031143 | val_loss: 0.0311596 | Time: 11974.5 ms [2022-04-09 21:24:53 main:574] : INFO : Epoch 1645 | loss: 0.031153 | val_loss: 0.0311583 | Time: 11068.2 ms [2022-04-09 21:25:06 main:574] : INFO : Epoch 1646 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 12220 ms [2022-04-09 21:25:19 main:574] : INFO : Epoch 1647 | loss: 0.031149 | val_loss: 0.0311584 | Time: 13707.8 ms [2022-04-09 21:25:33 main:574] : INFO : Epoch 1648 | loss: 0.0311462 | val_loss: 0.0311584 | Time: 13316.9 ms [2022-04-09 21:25:45 main:574] : INFO : Epoch 1649 | loss: 0.0311429 | val_loss: 0.0311599 | Time: 12621.6 ms [2022-04-09 21:25:57 main:574] : INFO : Epoch 1650 | loss: 0.0311437 | val_loss: 0.0311595 | Time: 11871.5 ms [2022-04-09 21:26:09 main:574] : INFO : Epoch 1651 | loss: 0.0311437 | val_loss: 0.0311634 | Time: 12187.2 ms [2022-04-09 21:26:22 main:574] : INFO : Epoch 1652 | loss: 0.0311436 | val_loss: 0.0311599 | Time: 12950.5 ms [2022-04-09 21:26:36 main:574] : INFO : Epoch 1653 | loss: 0.031143 | val_loss: 0.0311651 | Time: 13332.8 ms [2022-04-09 21:26:49 main:574] : INFO : Epoch 1654 | loss: 0.0311443 | val_loss: 0.031159 | Time: 12927.7 ms [2022-04-09 21:27:02 main:574] : INFO : Epoch 1655 | loss: 0.0311425 | val_loss: 0.0311651 | Time: 12845.7 ms [2022-04-09 21:27:14 main:574] : INFO : Epoch 1656 | loss: 0.0311414 | val_loss: 0.0311574 | Time: 12398.8 ms [2022-04-09 21:27:26 main:574] : INFO : Epoch 1657 | loss: 0.0311406 | val_loss: 0.0311575 | Time: 12469.1 ms [2022-04-09 21:27:39 main:574] : INFO : Epoch 1658 | loss: 0.0311421 | val_loss: 0.0311605 | Time: 12061.6 ms [2022-04-09 21:27:51 main:574] : INFO : Epoch 1659 | loss: 0.0311405 | val_loss: 0.0311622 | Time: 12121.8 ms [2022-04-09 21:28:03 main:574] : INFO : Epoch 1660 | loss: 0.031142 | val_loss: 0.031158 | Time: 12663.5 ms [2022-04-09 21:28:15 main:574] : INFO : Epoch 1661 | loss: 0.0311425 | val_loss: 0.0311603 | Time: 11816.3 ms [2022-04-09 21:28:27 main:574] : INFO : Epoch 1662 | loss: 0.0311427 | val_loss: 0.0311597 | Time: 12097.8 ms [2022-04-09 21:28:40 main:574] : INFO : Epoch 1663 | loss: 0.0311435 | val_loss: 0.0311624 | Time: 12816.6 ms [2022-04-09 21:28:52 main:574] : INFO : Epoch 1664 | loss: 0.0311413 | val_loss: 0.0311594 | Time: 12038.7 ms [2022-04-09 21:29:05 main:574] : INFO : Epoch 1665 | loss: 0.0311398 | val_loss: 0.0311579 | Time: 12900 ms [2022-04-09 21:29:17 main:574] : INFO : Epoch 1666 | loss: 0.0311424 | val_loss: 0.0311614 | Time: 11576.7 ms [2022-04-09 21:29:30 main:574] : INFO : Epoch 1667 | loss: 0.0311438 | val_loss: 0.0311623 | Time: 13027 ms [2022-04-09 21:29:42 main:574] : INFO : Epoch 1668 | loss: 0.0311445 | val_loss: 0.0311606 | Time: 12170.3 ms [2022-04-09 21:29:54 main:574] : INFO : Epoch 1669 | loss: 0.0311431 | val_loss: 0.0311583 | Time: 12315.7 ms [2022-04-09 21:30:07 main:574] : INFO : Epoch 1670 | loss: 0.0311419 | val_loss: 0.0311598 | Time: 12760.1 ms [2022-04-09 21:30:20 main:574] : INFO : Epoch 1671 | loss: 0.0311437 | val_loss: 0.0311598 | Time: 12649.7 ms [2022-04-09 21:30:31 main:574] : INFO : Epoch 1672 | loss: 0.0311435 | val_loss: 0.031159 | Time: 11265.6 ms [2022-04-09 21:30:43 main:574] : INFO : Epoch 1673 | loss: 0.0311429 | val_loss: 0.0311598 | Time: 11563.3 ms [2022-04-09 21:30:54 main:574] : INFO : Epoch 1674 | loss: 0.031142 | val_loss: 0.0311593 | Time: 11270.4 ms [2022-04-09 21:31:07 main:574] : INFO : Epoch 1675 | loss: 0.0311423 | val_loss: 0.0311592 | Time: 13170.6 ms [2022-04-09 21:31:19 main:574] : INFO : Epoch 1676 | loss: 0.0311467 | val_loss: 0.0311662 | Time: 12313.5 ms [2022-04-09 21:31:32 main:574] : INFO : Epoch 1677 | loss: 0.0311448 | val_loss: 0.0311596 | Time: 12877.8 ms [2022-04-09 21:31:45 main:574] : INFO : Epoch 1678 | loss: 0.0311477 | val_loss: 0.0311742 | Time: 12263.8 ms [2022-04-09 21:31:57 main:574] : INFO : Epoch 1679 | loss: 0.0311446 | val_loss: 0.0311617 | Time: 12527.2 ms [2022-04-09 21:32:09 main:574] : INFO : Epoch 1680 | loss: 0.0311444 | val_loss: 0.0311606 | Time: 11496.6 ms [2022-04-09 21:32:20 main:574] : INFO : Epoch 1681 | loss: 0.0311417 | val_loss: 0.0311621 | Time: 11430 ms [2022-04-09 21:32:33 main:574] : INFO : Epoch 1682 | loss: 0.0311428 | val_loss: 0.031164 | Time: 12975 ms [2022-04-09 21:32:46 main:574] : INFO : Epoch 1683 | loss: 0.0311419 | val_loss: 0.0311635 | Time: 13061.3 ms [2022-04-09 21:32:58 main:574] : INFO : Epoch 1684 | loss: 0.0311399 | val_loss: 0.031157 | Time: 12283.7 ms [2022-04-09 21:33:12 main:574] : INFO : Epoch 1685 | loss: 0.0311384 | val_loss: 0.0311603 | Time: 13899.4 ms [2022-04-09 21:33:25 main:574] : INFO : Epoch 1686 | loss: 0.0311392 | val_loss: 0.0311653 | Time: 12769.3 ms [2022-04-09 21:33:37 main:574] : INFO : Epoch 1687 | loss: 0.0311402 | val_loss: 0.0311662 | Time: 12267.8 ms [2022-04-09 21:33:49 main:574] : INFO : Epoch 1688 | loss: 0.0311418 | val_loss: 0.0311686 | Time: 12145.1 ms [2022-04-09 21:34:02 main:574] : INFO : Epoch 1689 | loss: 0.0311438 | val_loss: 0.0311577 | Time: 12753.7 ms [2022-04-09 21:34:15 main:574] : INFO : Epoch 1690 | loss: 0.0311406 | val_loss: 0.0311584 | Time: 12685.2 ms [2022-04-09 21:34:27 main:574] : INFO : Epoch 1691 | loss: 0.0311416 | val_loss: 0.0311632 | Time: 12153.1 ms [2022-04-09 21:34:39 main:574] : INFO : Epoch 1692 | loss: 0.0311401 | val_loss: 0.0311586 | Time: 12235.1 ms [2022-04-09 21:34:52 main:574] : INFO : Epoch 1693 | loss: 0.0311404 | val_loss: 0.0311562 | Time: 12942.6 ms [2022-04-09 21:35:04 main:574] : INFO : Epoch 1694 | loss: 0.0311442 | val_loss: 0.0311626 | Time: 11591.9 ms [2022-04-09 21:35:17 main:574] : INFO : Epoch 1695 | loss: 0.0311393 | val_loss: 0.031162 | Time: 12913.6 ms [2022-04-09 21:35:30 main:574] : INFO : Epoch 1696 | loss: 0.0311405 | val_loss: 0.0311678 | Time: 13339.7 ms [2022-04-09 21:35:43 main:574] : INFO : Epoch 1697 | loss: 0.0311436 | val_loss: 0.0311636 | Time: 12749.6 ms [2022-04-09 21:35:55 main:574] : INFO : Epoch 1698 | loss: 0.031141 | val_loss: 0.0311552 | Time: 12166.6 ms [2022-04-09 21:36:07 main:574] : INFO : Epoch 1699 | loss: 0.0311373 | val_loss: 0.0311574 | Time: 11834.7 ms [2022-04-09 21:36:19 main:574] : INFO : Epoch 1700 | loss: 0.0311393 | val_loss: 0.0311563 | Time: 12255 ms [2022-04-09 21:36:32 main:574] : INFO : Epoch 1701 | loss: 0.0311439 | val_loss: 0.0311601 | Time: 12635.9 ms [2022-04-09 21:36:45 main:574] : INFO : Epoch 1702 | loss: 0.0311435 | val_loss: 0.03117 | Time: 13091.2 ms [2022-04-09 21:36:57 main:574] : INFO : Epoch 1703 | loss: 0.0311404 | val_loss: 0.0311566 | Time: 12097.7 ms [2022-04-09 21:37:09 main:574] : INFO : Epoch 1704 | loss: 0.0311363 | val_loss: 0.0311623 | Time: 12207.5 ms [2022-04-09 21:37:21 main:574] : INFO : Epoch 1705 | loss: 0.0311365 | val_loss: 0.0311586 | Time: 11296.6 ms [2022-04-09 21:37:32 main:574] : INFO : Epoch 1706 | loss: 0.0311365 | val_loss: 0.0311578 | Time: 11915.8 ms [2022-04-09 21:37:44 main:574] : INFO : Epoch 1707 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 11339.8 ms [2022-04-09 21:37:55 main:574] : INFO : Epoch 1708 | loss: 0.0311466 | val_loss: 0.0311658 | Time: 11441.2 ms [2022-04-09 21:38:08 main:574] : INFO : Epoch 1709 | loss: 0.0311515 | val_loss: 0.0311696 | Time: 12476.5 ms [2022-04-09 21:38:20 main:574] : INFO : Epoch 1710 | loss: 0.0311473 | val_loss: 0.0311581 | Time: 11838.7 ms [2022-04-09 21:38:32 main:574] : INFO : Epoch 1711 | loss: 0.0311475 | val_loss: 0.031157 | Time: 12512.3 ms [2022-04-09 21:38:46 main:574] : INFO : Epoch 1712 | loss: 0.0311441 | val_loss: 0.031158 | Time: 14106.6 ms [2022-04-09 21:39:00 main:574] : INFO : Epoch 1713 | loss: 0.0311453 | val_loss: 0.0311604 | Time: 14090.2 ms [2022-04-09 21:39:15 main:574] : INFO : Epoch 1714 | loss: 0.0311452 | val_loss: 0.0311586 | Time: 14647 ms [2022-04-09 21:39:30 main:574] : INFO : Epoch 1715 | loss: 0.031144 | val_loss: 0.0311546 | Time: 14485.3 ms [2022-04-09 21:39:45 main:574] : INFO : Epoch 1716 | loss: 0.031145 | val_loss: 0.0311564 | Time: 15106.8 ms [2022-04-09 21:40:00 main:574] : INFO : Epoch 1717 | loss: 0.0311409 | val_loss: 0.0311588 | Time: 14846.8 ms [2022-04-09 21:40:13 main:574] : INFO : Epoch 1718 | loss: 0.031146 | val_loss: 0.0311645 | Time: 13747.1 ms [2022-04-09 21:40:27 main:574] : INFO : Epoch 1719 | loss: 0.0311482 | val_loss: 0.0311579 | Time: 13404.8 ms [2022-04-09 21:40:40 main:574] : INFO : Epoch 1720 | loss: 0.031147 | val_loss: 0.0311571 | Time: 12905.3 ms [2022-04-09 21:40:53 main:574] : INFO : Epoch 1721 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 13124.3 ms [2022-04-09 21:41:06 main:574] : INFO : Epoch 1722 | loss: 0.0311434 | val_loss: 0.0311576 | Time: 13103.7 ms [2022-04-09 21:41:18 main:574] : INFO : Epoch 1723 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 12206.7 ms [2022-04-09 21:41:30 main:574] : INFO : Epoch 1724 | loss: 0.031142 | val_loss: 0.0311577 | Time: 12085.3 ms [2022-04-09 21:41:42 main:574] : INFO : Epoch 1725 | loss: 0.0311411 | val_loss: 0.0311572 | Time: 11995.5 ms [2022-04-09 21:41:55 main:574] : INFO : Epoch 1726 | loss: 0.0311445 | val_loss: 0.0311608 | Time: 12647.5 ms [2022-04-09 21:42:09 main:574] : INFO : Epoch 1727 | loss: 0.0311459 | val_loss: 0.0311568 | Time: 13853.7 ms [2022-04-09 21:42:22 main:574] : INFO : Epoch 1728 | loss: 0.0311443 | val_loss: 0.0311569 | Time: 13521.4 ms [2022-04-09 21:42:37 main:574] : INFO : Epoch 1729 | loss: 0.0311429 | val_loss: 0.0311611 | Time: 14811.5 ms [2022-04-09 21:42:52 main:574] : INFO : Epoch 1730 | loss: 0.0311434 | val_loss: 0.0311602 | Time: 14677.1 ms [2022-04-09 21:43:03 main:574] : INFO : Epoch 1731 | loss: 0.0311423 | val_loss: 0.0311551 | Time: 11113 ms [2022-04-09 21:43:14 main:574] : INFO : Epoch 1732 | loss: 0.0311441 | val_loss: 0.0311569 | Time: 11099.5 ms [2022-04-09 21:43:25 main:574] : INFO : Epoch 1733 | loss: 0.0311439 | val_loss: 0.0311567 | Time: 11038.8 ms [2022-04-09 21:43:37 main:574] : INFO : Epoch 1734 | loss: 0.0311423 | val_loss: 0.0311582 | Time: 11957.5 ms [2022-04-09 21:43:49 main:574] : INFO : Epoch 1735 | loss: 0.0311419 | val_loss: 0.0311538 | Time: 11846 ms [2022-04-09 21:44:01 main:574] : INFO : Epoch 1736 | loss: 0.031141 | val_loss: 0.0311573 | Time: 11985.6 ms [2022-04-09 21:44:13 main:574] : INFO : Epoch 1737 | loss: 0.0311392 | val_loss: 0.0311553 | Time: 12124.1 ms [2022-04-09 21:44:25 main:574] : INFO : Epoch 1738 | loss: 0.0311398 | val_loss: 0.0311541 | Time: 12158.2 ms [2022-04-09 21:44:38 main:574] : INFO : Epoch 1739 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 12255.2 ms [2022-04-09 21:44:49 main:574] : INFO : Epoch 1740 | loss: 0.0311387 | val_loss: 0.0311547 | Time: 11942 ms [2022-04-09 21:45:02 main:574] : INFO : Epoch 1741 | loss: 0.0311371 | val_loss: 0.0311548 | Time: 12608.4 ms [2022-04-09 21:45:14 main:574] : INFO : Epoch 1742 | loss: 0.0311379 | val_loss: 0.0311521 | Time: 12192.3 ms [2022-04-09 21:45:27 main:574] : INFO : Epoch 1743 | loss: 0.0311379 | val_loss: 0.0311556 | Time: 12908 ms [2022-04-09 21:45:39 main:574] : INFO : Epoch 1744 | loss: 0.0311402 | val_loss: 0.0311523 | Time: 12287.6 ms [2022-04-09 21:45:52 main:574] : INFO : Epoch 1745 | loss: 0.0311377 | val_loss: 0.0311558 | Time: 12239.4 ms [2022-04-09 21:46:04 main:574] : INFO : Epoch 1746 | loss: 0.0311416 | val_loss: 0.0311536 | Time: 12595.2 ms [2022-04-09 21:46:18 main:574] : INFO : Epoch 1747 | loss: 0.0311416 | val_loss: 0.031157 | Time: 13440.7 ms [2022-04-09 21:46:32 main:574] : INFO : Epoch 1748 | loss: 0.0311435 | val_loss: 0.031156 | Time: 14297.9 ms [2022-04-09 21:46:46 main:574] : INFO : Epoch 1749 | loss: 0.0311422 | val_loss: 0.0311543 | Time: 14133 ms [2022-04-09 21:47:00 main:574] : INFO : Epoch 1750 | loss: 0.0311437 | val_loss: 0.0311569 | Time: 13756.8 ms [2022-04-09 21:47:14 main:574] : INFO : Epoch 1751 | loss: 0.0311446 | val_loss: 0.0311587 | Time: 13895.6 ms [2022-04-09 21:47:28 main:574] : INFO : Epoch 1752 | loss: 0.0311399 | val_loss: 0.0311548 | Time: 14387.5 ms [2022-04-09 21:47:42 main:574] : INFO : Epoch 1753 | loss: 0.0311397 | val_loss: 0.0311562 | Time: 13586.5 ms [2022-04-09 21:47:56 main:574] : INFO : Epoch 1754 | loss: 0.0311405 | val_loss: 0.0311576 | Time: 14173.1 ms [2022-04-09 21:48:10 main:574] : INFO : Epoch 1755 | loss: 0.0311377 | val_loss: 0.0311521 | Time: 14015.9 ms [2022-04-09 21:48:23 main:574] : INFO : Epoch 1756 | loss: 0.0311382 | val_loss: 0.0311559 | Time: 12410.8 ms [2022-04-09 21:48:35 main:574] : INFO : Epoch 1757 | loss: 0.031141 | val_loss: 0.0311654 | Time: 12459.8 ms [2022-04-09 21:48:48 main:574] : INFO : Epoch 1758 | loss: 0.03114 | val_loss: 0.0311634 | Time: 12647.7 ms [2022-04-09 21:49:00 main:574] : INFO : Epoch 1759 | loss: 0.0311406 | val_loss: 0.0311555 | Time: 12394.8 ms [2022-04-09 21:49:13 main:574] : INFO : Epoch 1760 | loss: 0.031139 | val_loss: 0.0311604 | Time: 12488.6 ms [2022-04-09 21:49:25 main:574] : INFO : Epoch 1761 | loss: 0.0311443 | val_loss: 0.0311586 | Time: 12235.1 ms [2022-04-09 21:49:37 main:574] : INFO : Epoch 1762 | loss: 0.0311485 | val_loss: 0.0311597 | Time: 12590.8 ms [2022-04-09 21:49:51 main:574] : INFO : Epoch 1763 | loss: 0.0311454 | val_loss: 0.0311569 | Time: 13086.4 ms [2022-04-09 21:50:04 main:574] : INFO : Epoch 1764 | loss: 0.0311449 | val_loss: 0.0311562 | Time: 13518.8 ms [2022-04-09 21:50:17 main:574] : INFO : Epoch 1765 | loss: 0.0311421 | val_loss: 0.0311564 | Time: 13073.9 ms [2022-04-09 21:50:30 main:574] : INFO : Epoch 1766 | loss: 0.0311407 | val_loss: 0.0311543 | Time: 12796.7 ms [2022-04-09 21:50:43 main:574] : INFO : Epoch 1767 | loss: 0.0311416 | val_loss: 0.0311545 | Time: 12846.7 ms [2022-04-09 21:50:55 main:574] : INFO : Epoch 1768 | loss: 0.0311396 | val_loss: 0.0311549 | Time: 12152.7 ms [2022-04-09 21:51:08 main:574] : INFO : Epoch 1769 | loss: 0.0311408 | val_loss: 0.0311565 | Time: 12695.8 ms [2022-04-09 21:51:20 main:574] : INFO : Epoch 1770 | loss: 0.0311384 | val_loss: 0.0311564 | Time: 12778 ms [2022-04-09 21:51:33 main:574] : INFO : Epoch 1771 | loss: 0.0311377 | val_loss: 0.0311539 | Time: 12920.9 ms [2022-04-09 21:51:46 main:574] : INFO : Epoch 1772 | loss: 0.0311385 | val_loss: 0.0311568 | Time: 12396.1 ms [2022-04-09 21:51:59 main:574] : INFO : Epoch 1773 | loss: 0.0311377 | val_loss: 0.0311649 | Time: 13677.7 ms [2022-04-09 21:52:12 main:574] : INFO : Epoch 1774 | loss: 0.0311394 | val_loss: 0.031157 | Time: 12371 ms [2022-04-09 21:52:25 main:574] : INFO : Epoch 1775 | loss: 0.0311383 | val_loss: 0.0311528 | Time: 13594.9 ms [2022-04-09 21:52:39 main:574] : INFO : Epoch 1776 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 13666.7 ms [2022-04-09 21:52:52 main:574] : INFO : Epoch 1777 | loss: 0.0311379 | val_loss: 0.0311551 | Time: 12443.6 ms [2022-04-09 21:53:04 main:574] : INFO : Epoch 1778 | loss: 0.0311381 | val_loss: 0.0311564 | Time: 12958.8 ms [2022-04-09 21:53:17 main:574] : INFO : Epoch 1779 | loss: 0.0311397 | val_loss: 0.0311556 | Time: 12972.5 ms [2022-04-09 21:53:30 main:574] : INFO : Epoch 1780 | loss: 0.0311412 | val_loss: 0.0311603 | Time: 12550.2 ms [2022-04-09 21:53:42 main:574] : INFO : Epoch 1781 | loss: 0.0311411 | val_loss: 0.031156 | Time: 12334.2 ms [2022-04-09 21:53:55 main:574] : INFO : Epoch 1782 | loss: 0.0311382 | val_loss: 0.0311543 | Time: 12973.8 ms [2022-04-09 21:54:10 main:574] : INFO : Epoch 1783 | loss: 0.0311419 | val_loss: 0.0311584 | Time: 14277.7 ms [2022-04-09 21:54:25 main:574] : INFO : Epoch 1784 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 15076.3 ms [2022-04-09 21:54:39 main:574] : INFO : Epoch 1785 | loss: 0.0311385 | val_loss: 0.0311548 | Time: 13778.9 ms [2022-04-09 21:54:53 main:574] : INFO : Epoch 1786 | loss: 0.031139 | val_loss: 0.0311528 | Time: 14267 ms [2022-04-09 21:55:07 main:574] : INFO : Epoch 1787 | loss: 0.0311367 | val_loss: 0.0311557 | Time: 14068.5 ms [2022-04-09 21:55:20 main:574] : INFO : Epoch 1788 | loss: 0.0311384 | val_loss: 0.0311613 | Time: 12795.6 ms [2022-04-09 21:55:32 main:574] : INFO : Epoch 1789 | loss: 0.0311382 | val_loss: 0.0311568 | Time: 12474.2 ms [2022-04-09 21:55:44 main:574] : INFO : Epoch 1790 | loss: 0.0311365 | val_loss: 0.0311541 | Time: 12139.5 ms [2022-04-09 21:55:57 main:574] : INFO : Epoch 1791 | loss: 0.0311378 | val_loss: 0.0311532 | Time: 12443.6 ms [2022-04-09 21:56:09 main:574] : INFO : Epoch 1792 | loss: 0.0311375 | val_loss: 0.0311516 | Time: 12285 ms [2022-04-09 21:56:22 main:574] : INFO : Epoch 1793 | loss: 0.0311406 | val_loss: 0.031161 | Time: 12543.6 ms [2022-04-09 21:56:34 main:574] : INFO : Epoch 1794 | loss: 0.0311551 | val_loss: 0.0311633 | Time: 12743.8 ms [2022-04-09 21:56:47 main:574] : INFO : Epoch 1795 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 12232.8 ms [2022-04-09 21:56:59 main:574] : INFO : Epoch 1796 | loss: 0.0311602 | val_loss: 0.0311644 | Time: 12174.4 ms [2022-04-09 21:57:11 main:574] : INFO : Epoch 1797 | loss: 0.0311562 | val_loss: 0.0311588 | Time: 12674.2 ms [2022-04-09 21:57:24 main:574] : INFO : Epoch 1798 | loss: 0.0311527 | val_loss: 0.0311547 | Time: 12504.6 ms [2022-04-09 21:57:36 main:574] : INFO : Epoch 1799 | loss: 0.0311524 | val_loss: 0.0311561 | Time: 12452.2 ms [2022-04-09 21:57:49 main:574] : INFO : Epoch 1800 | loss: 0.0311515 | val_loss: 0.0311577 | Time: 12774.4 ms [2022-04-09 21:58:02 main:574] : INFO : Epoch 1801 | loss: 0.0311508 | val_loss: 0.0311569 | Time: 12670.8 ms [2022-04-09 21:58:14 main:574] : INFO : Epoch 1802 | loss: 0.0311513 | val_loss: 0.0311556 | Time: 12410.6 ms [2022-04-09 21:58:27 main:574] : INFO : Epoch 1803 | loss: 0.0311495 | val_loss: 0.031158 | Time: 12717.2 ms [2022-04-09 21:58:40 main:574] : INFO : Epoch 1804 | loss: 0.031147 | val_loss: 0.031157 | Time: 12686.8 ms [2022-04-09 21:58:52 main:574] : INFO : Epoch 1805 | loss: 0.0311516 | val_loss: 0.031157 | Time: 12186.5 ms [2022-04-09 21:59:04 main:574] : INFO : Epoch 1806 | loss: 0.0311481 | val_loss: 0.0311573 | Time: 12563 ms [2022-04-09 21:59:17 main:574] : INFO : Epoch 1807 | loss: 0.0311469 | val_loss: 0.031157 | Time: 12525.3 ms [2022-04-09 21:59:30 main:574] : INFO : Epoch 1808 | loss: 0.0311471 | val_loss: 0.031156 | Time: 12918.6 ms [2022-04-09 21:59:42 main:574] : INFO : Epoch 1809 | loss: 0.0311476 | val_loss: 0.0311577 | Time: 12558.7 ms [2022-04-09 21:59:55 main:574] : INFO : Epoch 1810 | loss: 0.0311447 | val_loss: 0.0311607 | Time: 12104.1 ms [2022-04-09 22:00:07 main:574] : INFO : Epoch 1811 | loss: 0.0311457 | val_loss: 0.0311594 | Time: 12361.1 ms [2022-04-09 22:00:19 main:574] : INFO : Epoch 1812 | loss: 0.0311443 | val_loss: 0.0311546 | Time: 12423.7 ms [2022-04-09 22:00:32 main:574] : INFO : Epoch 1813 | loss: 0.0311437 | val_loss: 0.0311533 | Time: 12866.7 ms [2022-04-09 22:00:44 main:574] : INFO : Epoch 1814 | loss: 0.0311432 | val_loss: 0.0311561 | Time: 12242.9 ms [2022-04-09 22:00:57 main:574] : INFO : Epoch 1815 | loss: 0.0311462 | val_loss: 0.0311553 | Time: 12479.8 ms [2022-04-09 22:01:09 main:574] : INFO : Epoch 1816 | loss: 0.0311456 | val_loss: 0.0311548 | Time: 12302.8 ms [2022-04-09 22:01:22 main:574] : INFO : Epoch 1817 | loss: 0.0311424 | val_loss: 0.0311537 | Time: 12676.2 ms [2022-04-09 22:01:35 main:574] : INFO : Epoch 1818 | loss: 0.0311393 | val_loss: 0.0311558 | Time: 13233.2 ms [2022-04-09 22:01:48 main:574] : INFO : Epoch 1819 | loss: 0.03114 | val_loss: 0.0311575 | Time: 12371 ms [2022-04-09 22:02:01 main:574] : INFO : Epoch 1820 | loss: 0.0311394 | val_loss: 0.0311544 | Time: 13040.9 ms [2022-04-09 22:02:13 main:574] : INFO : Epoch 1821 | loss: 0.0311389 | val_loss: 0.0311572 | Time: 12802.9 ms [2022-04-09 22:02:26 main:574] : INFO : Epoch 1822 | loss: 0.0311394 | val_loss: 0.0311547 | Time: 12615.7 ms [2022-04-09 22:02:38 main:574] : INFO : Epoch 1823 | loss: 0.0311415 | val_loss: 0.031157 | Time: 12291 ms [2022-04-09 22:02:51 main:574] : INFO : Epoch 1824 | loss: 0.0311462 | val_loss: 0.031151 | Time: 12671.6 ms [2022-04-09 22:03:04 main:574] : INFO : Epoch 1825 | loss: 0.0311433 | val_loss: 0.0311555 | Time: 13082.7 ms [2022-04-09 22:03:17 main:574] : INFO : Epoch 1826 | loss: 0.0311451 | val_loss: 0.0311531 | Time: 12622.4 ms [2022-04-09 22:03:30 main:574] : INFO : Epoch 1827 | loss: 0.0311417 | val_loss: 0.0311498 | Time: 12941.7 ms [2022-04-09 22:03:43 main:574] : INFO : Epoch 1828 | loss: 0.0311398 | val_loss: 0.0311491 | Time: 13083.9 ms [2022-04-09 22:03:56 main:574] : INFO : Epoch 1829 | loss: 0.0311411 | val_loss: 0.031153 | Time: 12802.9 ms [2022-04-09 22:04:08 main:574] : INFO : Epoch 1830 | loss: 0.0311395 | val_loss: 0.0311522 | Time: 12525.4 ms [2022-04-09 22:04:21 main:574] : INFO : Epoch 1831 | loss: 0.03114 | val_loss: 0.0311528 | Time: 12661.3 ms [2022-04-09 22:04:34 main:574] : INFO : Epoch 1832 | loss: 0.0311393 | val_loss: 0.0311533 | Time: 13054.4 ms [2022-04-09 22:04:46 main:574] : INFO : Epoch 1833 | loss: 0.0311412 | val_loss: 0.0311609 | Time: 12557.6 ms [2022-04-09 22:04:59 main:574] : INFO : Epoch 1834 | loss: 0.0311393 | val_loss: 0.0311538 | Time: 12425.9 ms [2022-04-09 22:05:12 main:574] : INFO : Epoch 1835 | loss: 0.0311391 | val_loss: 0.0311576 | Time: 12918.2 ms [2022-04-09 22:05:24 main:574] : INFO : Epoch 1836 | loss: 0.0311397 | val_loss: 0.0311556 | Time: 12409.7 ms [2022-04-09 22:05:36 main:574] : INFO : Epoch 1837 | loss: 0.0311398 | val_loss: 0.0311621 | Time: 11741.1 ms [2022-04-09 22:05:48 main:574] : INFO : Epoch 1838 | loss: 0.0311421 | val_loss: 0.0311535 | Time: 11847.3 ms [2022-04-09 22:05:59 main:574] : INFO : Epoch 1839 | loss: 0.0311419 | val_loss: 0.0311539 | Time: 11512.8 ms [2022-04-09 22:06:11 main:574] : INFO : Epoch 1840 | loss: 0.0311394 | val_loss: 0.0311535 | Time: 12060.4 ms [2022-04-09 22:06:24 main:574] : INFO : Epoch 1841 | loss: 0.0311391 | val_loss: 0.0311518 | Time: 12309.7 ms [2022-04-09 22:06:36 main:574] : INFO : Epoch 1842 | loss: 0.0311384 | val_loss: 0.0311503 | Time: 11885.8 ms [2022-04-09 22:06:48 main:574] : INFO : Epoch 1843 | loss: 0.0311383 | val_loss: 0.0311521 | Time: 12238.8 ms [2022-04-09 22:07:01 main:574] : INFO : Epoch 1844 | loss: 0.0311375 | val_loss: 0.0311525 | Time: 12851.1 ms [2022-04-09 22:07:13 main:574] : INFO : Epoch 1845 | loss: 0.0311378 | val_loss: 0.0311534 | Time: 12187.7 ms [2022-04-09 22:07:25 main:574] : INFO : Epoch 1846 | loss: 0.0311427 | val_loss: 0.0311662 | Time: 12101.3 ms [2022-04-09 22:07:36 main:574] : INFO : Epoch 1847 | loss: 0.0311379 | val_loss: 0.0311587 | Time: 10916.2 ms [2022-04-09 22:07:47 main:574] : INFO : Epoch 1848 | loss: 0.0311394 | val_loss: 0.0311545 | Time: 10988.3 ms [2022-04-09 22:07:58 main:574] : INFO : Epoch 1849 | loss: 0.0311398 | val_loss: 0.031155 | Time: 11325.7 ms [2022-04-09 22:08:10 main:574] : INFO : Epoch 1850 | loss: 0.0311367 | val_loss: 0.0311553 | Time: 12260 ms [2022-04-09 22:08:23 main:574] : INFO : Epoch 1851 | loss: 0.0311344 | val_loss: 0.0311523 | Time: 12188.7 ms [2022-04-09 22:08:35 main:574] : INFO : Epoch 1852 | loss: 0.031134 | val_loss: 0.0311516 | Time: 12237.8 ms [2022-04-09 22:08:48 main:574] : INFO : Epoch 1853 | loss: 0.0311352 | val_loss: 0.0311515 | Time: 12787.5 ms [2022-04-09 22:09:00 main:574] : INFO : Epoch 1854 | loss: 0.0311331 | val_loss: 0.0311542 | Time: 11943.3 ms [2022-04-09 22:09:11 main:574] : INFO : Epoch 1855 | loss: 0.0311322 | val_loss: 0.0311563 | Time: 11545.6 ms [2022-04-09 22:09:23 main:574] : INFO : Epoch 1856 | loss: 0.0311334 | val_loss: 0.0311528 | Time: 11732.6 ms [2022-04-09 22:09:34 main:574] : INFO : Epoch 1857 | loss: 0.0311328 | val_loss: 0.0311537 | Time: 11260 ms [2022-04-09 22:09:46 main:574] : INFO : Epoch 1858 | loss: 0.0311332 | val_loss: 0.0311562 | Time: 11640.2 ms [2022-04-09 22:09:57 main:574] : INFO : Epoch 1859 | loss: 0.0311339 | val_loss: 0.0311548 | Time: 11556.3 ms [2022-04-09 22:10:09 main:574] : INFO : Epoch 1860 | loss: 0.031134 | val_loss: 0.0311506 | Time: 11487.2 ms [2022-04-09 22:10:22 main:574] : INFO : Epoch 1861 | loss: 0.0311322 | val_loss: 0.0311538 | Time: 12634.3 ms [2022-04-09 22:10:34 main:574] : INFO : Epoch 1862 | loss: 0.031132 | val_loss: 0.0311543 | Time: 12337.6 ms [2022-04-09 22:10:46 main:574] : INFO : Epoch 1863 | loss: 0.0311324 | val_loss: 0.0311548 | Time: 12318.4 ms [2022-04-09 22:10:58 main:574] : INFO : Epoch 1864 | loss: 0.031132 | val_loss: 0.0311592 | Time: 11330.4 ms [2022-04-09 22:11:10 main:574] : INFO : Epoch 1865 | loss: 0.0311369 | val_loss: 0.0311531 | Time: 12449.8 ms [2022-04-09 22:11:22 main:574] : INFO : Epoch 1866 | loss: 0.0311369 | val_loss: 0.0311568 | Time: 12440.3 ms [2022-04-09 22:11:35 main:574] : INFO : Epoch 1867 | loss: 0.0311341 | val_loss: 0.0311589 | Time: 12090.3 ms [2022-04-09 22:11:49 main:574] : INFO : Epoch 1868 | loss: 0.0311362 | val_loss: 0.0311584 | Time: 14488.3 ms [2022-04-09 22:12:02 main:574] : INFO : Epoch 1869 | loss: 0.0311356 | val_loss: 0.0311565 | Time: 12869.6 ms [2022-04-09 22:12:14 main:574] : INFO : Epoch 1870 | loss: 0.0311345 | val_loss: 0.0311556 | Time: 11901.8 ms [2022-04-09 22:12:25 main:574] : INFO : Epoch 1871 | loss: 0.031133 | val_loss: 0.0311548 | Time: 11306.7 ms [2022-04-09 22:12:36 main:574] : INFO : Epoch 1872 | loss: 0.031133 | val_loss: 0.0311519 | Time: 10478.2 ms [2022-04-09 22:12:47 main:574] : INFO : Epoch 1873 | loss: 0.0311344 | val_loss: 0.0311533 | Time: 11237.7 ms [2022-04-09 22:13:02 main:574] : INFO : Epoch 1874 | loss: 0.0311352 | val_loss: 0.0311539 | Time: 15300.5 ms [2022-04-09 22:13:18 main:574] : INFO : Epoch 1875 | loss: 0.0311361 | val_loss: 0.031155 | Time: 15827.9 ms [2022-04-09 22:13:33 main:574] : INFO : Epoch 1876 | loss: 0.0311395 | val_loss: 0.0311542 | Time: 14641.9 ms [2022-04-09 22:13:46 main:574] : INFO : Epoch 1877 | loss: 0.0311401 | val_loss: 0.0311538 | Time: 12893 ms [2022-04-09 22:13:58 main:574] : INFO : Epoch 1878 | loss: 0.0311427 | val_loss: 0.0311587 | Time: 12580.5 ms [2022-04-09 22:14:11 main:574] : INFO : Epoch 1879 | loss: 0.0311391 | val_loss: 0.0311576 | Time: 12542.4 ms [2022-04-09 22:14:24 main:574] : INFO : Epoch 1880 | loss: 0.0311367 | val_loss: 0.031153 | Time: 12982.3 ms [2022-04-09 22:14:37 main:574] : INFO : Epoch 1881 | loss: 0.0311375 | val_loss: 0.0311506 | Time: 12962.7 ms [2022-04-09 22:14:50 main:574] : INFO : Epoch 1882 | loss: 0.0311396 | val_loss: 0.0311499 | Time: 12869.9 ms [2022-04-09 22:15:02 main:574] : INFO : Epoch 1883 | loss: 0.0311342 | val_loss: 0.0311528 | Time: 12394.3 ms [2022-04-09 22:15:15 main:574] : INFO : Epoch 1884 | loss: 0.0311362 | val_loss: 0.0311517 | Time: 13074.8 ms [2022-04-09 22:15:28 main:574] : INFO : Epoch 1885 | loss: 0.031139 | val_loss: 0.0311523 | Time: 12808.6 ms [2022-04-09 22:15:41 main:574] : INFO : Epoch 1886 | loss: 0.031142 | val_loss: 0.0311519 | Time: 13579.7 ms [2022-04-09 22:15:54 main:574] : INFO : Epoch 1887 | loss: 0.0311387 | val_loss: 0.0311518 | Time: 12424 ms [2022-04-09 22:16:08 main:574] : INFO : Epoch 1888 | loss: 0.0311351 | val_loss: 0.0311551 | Time: 12418.8 ms [2022-04-09 22:16:21 main:574] : INFO : Epoch 1889 | loss: 0.0311353 | val_loss: 0.0311523 | Time: 12656.8 ms [2022-04-09 22:16:34 main:574] : INFO : Epoch 1890 | loss: 0.0311352 | val_loss: 0.0311554 | Time: 12575.3 ms [2022-04-09 22:16:45 main:574] : INFO : Epoch 1891 | loss: 0.031134 | val_loss: 0.0311533 | Time: 11370.5 ms [2022-04-09 22:16:57 main:574] : INFO : Epoch 1892 | loss: 0.0311337 | val_loss: 0.0311579 | Time: 12028.6 ms [2022-04-09 22:17:09 main:574] : INFO : Epoch 1893 | loss: 0.0311349 | val_loss: 0.0311534 | Time: 12431.2 ms [2022-04-09 22:17:21 main:574] : INFO : Epoch 1894 | loss: 0.0311332 | val_loss: 0.0311522 | Time: 11077.3 ms [2022-04-09 22:17:32 main:574] : INFO : Epoch 1895 | loss: 0.0311338 | val_loss: 0.0311521 | Time: 11807.9 ms [2022-04-09 22:17:45 main:574] : INFO : Epoch 1896 | loss: 0.031133 | val_loss: 0.0311527 | Time: 12976.8 ms [2022-04-09 22:17:57 main:574] : INFO : Epoch 1897 | loss: 0.0311315 | val_loss: 0.0311561 | Time: 12135.6 ms [2022-04-09 22:18:11 main:574] : INFO : Epoch 1898 | loss: 0.0311322 | val_loss: 0.0311507 | Time: 13344.9 ms [2022-04-09 22:18:24 main:574] : INFO : Epoch 1899 | loss: 0.0311322 | val_loss: 0.0311526 | Time: 12843.9 ms [2022-04-09 22:18:37 main:574] : INFO : Epoch 1900 | loss: 0.0311301 | val_loss: 0.0311522 | Time: 13201.8 ms [2022-04-09 22:18:49 main:574] : INFO : Epoch 1901 | loss: 0.0311316 | val_loss: 0.0311529 | Time: 12392 ms [2022-04-09 22:19:02 main:574] : INFO : Epoch 1902 | loss: 0.0311318 | val_loss: 0.0311524 | Time: 12609.7 ms [2022-04-09 22:19:15 main:574] : INFO : Epoch 1903 | loss: 0.0311316 | val_loss: 0.0311573 | Time: 12738 ms [2022-04-09 22:19:27 main:574] : INFO : Epoch 1904 | loss: 0.0311327 | val_loss: 0.03115 | Time: 12756.4 ms [2022-04-09 22:19:40 main:574] : INFO : Epoch 1905 | loss: 0.03113 | val_loss: 0.0311529 | Time: 12191.5 ms [2022-04-09 22:19:53 main:574] : INFO : Epoch 1906 | loss: 0.0311304 | val_loss: 0.031158 | Time: 12970.2 ms [2022-04-09 22:20:06 main:574] : INFO : Epoch 1907 | loss: 0.0311344 | val_loss: 0.0311561 | Time: 13235.2 ms [2022-04-09 22:20:18 main:574] : INFO : Epoch 1908 | loss: 0.0311309 | val_loss: 0.0311498 | Time: 12577.1 ms [2022-04-09 22:20:31 main:574] : INFO : Epoch 1909 | loss: 0.031131 | val_loss: 0.0311542 | Time: 13040.1 ms [2022-04-09 22:20:44 main:574] : INFO : Epoch 1910 | loss: 0.0311315 | val_loss: 0.0311556 | Time: 12403 ms [2022-04-09 22:20:57 main:574] : INFO : Epoch 1911 | loss: 0.0311327 | val_loss: 0.0311599 | Time: 12803.6 ms [2022-04-09 22:21:10 main:574] : INFO : Epoch 1912 | loss: 0.0311319 | val_loss: 0.0311528 | Time: 13256.9 ms [2022-04-09 22:21:23 main:574] : INFO : Epoch 1913 | loss: 0.03113 | val_loss: 0.0311569 | Time: 12864 ms [2022-04-09 22:21:36 main:574] : INFO : Epoch 1914 | loss: 0.0311311 | val_loss: 0.0311533 | Time: 13100.3 ms [2022-04-09 22:21:49 main:574] : INFO : Epoch 1915 | loss: 0.0311306 | val_loss: 0.0311581 | Time: 12913 ms [2022-04-09 22:22:02 main:574] : INFO : Epoch 1916 | loss: 0.0311298 | val_loss: 0.0311525 | Time: 13140.4 ms [2022-04-09 22:22:15 main:574] : INFO : Epoch 1917 | loss: 0.031131 | val_loss: 0.0311513 | Time: 13026.7 ms [2022-04-09 22:22:28 main:574] : INFO : Epoch 1918 | loss: 0.0311316 | val_loss: 0.0311569 | Time: 12791.4 ms [2022-04-09 22:22:41 main:574] : INFO : Epoch 1919 | loss: 0.031132 | val_loss: 0.0311554 | Time: 13269.1 ms [2022-04-09 22:22:54 main:574] : INFO : Epoch 1920 | loss: 0.0311301 | val_loss: 0.0311497 | Time: 13121.7 ms [2022-04-09 22:23:07 main:574] : INFO : Epoch 1921 | loss: 0.0311342 | val_loss: 0.031154 | Time: 12922.5 ms [2022-04-09 22:23:20 main:574] : INFO : Epoch 1922 | loss: 0.0311328 | val_loss: 0.0311532 | Time: 13145 ms [2022-04-09 22:23:33 main:574] : INFO : Epoch 1923 | loss: 0.0311311 | val_loss: 0.0311524 | Time: 12693.5 ms [2022-04-09 22:23:45 main:574] : INFO : Epoch 1924 | loss: 0.0311304 | val_loss: 0.0311553 | Time: 12371.6 ms [2022-04-09 22:23:57 main:574] : INFO : Epoch 1925 | loss: 0.0311304 | val_loss: 0.0311562 | Time: 12156.1 ms [2022-04-09 22:24:10 main:574] : INFO : Epoch 1926 | loss: 0.0311316 | val_loss: 0.0311511 | Time: 12687 ms [2022-04-09 22:24:23 main:574] : INFO : Epoch 1927 | loss: 0.0311323 | val_loss: 0.0311514 | Time: 12928.9 ms [2022-04-09 22:24:36 main:574] : INFO : Epoch 1928 | loss: 0.0311311 | val_loss: 0.0311529 | Time: 12762.5 ms [2022-04-09 22:24:49 main:574] : INFO : Epoch 1929 | loss: 0.0311293 | val_loss: 0.0311524 | Time: 13193.9 ms [2022-04-09 22:25:01 main:574] : INFO : Epoch 1930 | loss: 0.0311296 | val_loss: 0.0311509 | Time: 12356.8 ms [2022-04-09 22:25:14 main:574] : INFO : Epoch 1931 | loss: 0.0311297 | val_loss: 0.031149 | Time: 12851.2 ms [2022-04-09 22:25:27 main:574] : INFO : Epoch 1932 | loss: 0.0311287 | val_loss: 0.0311527 | Time: 12551 ms [2022-04-09 22:25:40 main:574] : INFO : Epoch 1933 | loss: 0.0311357 | val_loss: 0.0311663 | Time: 13186.3 ms [2022-04-09 22:25:53 main:574] : INFO : Epoch 1934 | loss: 0.0311344 | val_loss: 0.0311504 | Time: 12699.1 ms [2022-04-09 22:26:06 main:574] : INFO : Epoch 1935 | loss: 0.0311347 | val_loss: 0.031157 | Time: 13027 ms [2022-04-09 22:26:19 main:574] : INFO : Epoch 1936 | loss: 0.0311352 | val_loss: 0.0311517 | Time: 12704.2 ms [2022-04-09 22:26:32 main:574] : INFO : Epoch 1937 | loss: 0.0311331 | val_loss: 0.0311511 | Time: 13014.1 ms [2022-04-09 22:26:44 main:574] : INFO : Epoch 1938 | loss: 0.0311304 | val_loss: 0.0311526 | Time: 12692.8 ms [2022-04-09 22:26:57 main:574] : INFO : Epoch 1939 | loss: 0.0311296 | val_loss: 0.0311496 | Time: 13032.5 ms [2022-04-09 22:27:10 main:574] : INFO : Epoch 1940 | loss: 0.0311311 | val_loss: 0.0311553 | Time: 12757.7 ms [2022-04-09 22:27:23 main:574] : INFO : Epoch 1941 | loss: 0.0311322 | val_loss: 0.0311534 | Time: 12784.5 ms [2022-04-09 22:27:36 main:574] : INFO : Epoch 1942 | loss: 0.0311308 | val_loss: 0.0311528 | Time: 13029.4 ms [2022-04-09 22:27:49 main:574] : INFO : Epoch 1943 | loss: 0.0311317 | val_loss: 0.0311516 | Time: 13303.5 ms [2022-04-09 22:28:02 main:574] : INFO : Epoch 1944 | loss: 0.0311337 | val_loss: 0.0311544 | Time: 12610.6 ms [2022-04-09 22:28:14 main:574] : INFO : Epoch 1945 | loss: 0.0311437 | val_loss: 0.0311524 | Time: 12540.7 ms [2022-04-09 22:28:27 main:574] : INFO : Epoch 1946 | loss: 0.0311402 | val_loss: 0.0311533 | Time: 13097.7 ms [2022-04-09 22:28:40 main:574] : INFO : Epoch 1947 | loss: 0.0311391 | val_loss: 0.0311516 | Time: 12728.4 ms [2022-04-09 22:28:53 main:574] : INFO : Epoch 1948 | loss: 0.03114 | val_loss: 0.0311555 | Time: 12622.3 ms [2022-04-09 22:29:06 main:574] : INFO : Epoch 1949 | loss: 0.0311478 | val_loss: 0.03116 | Time: 13253.8 ms [2022-04-09 22:29:19 main:574] : INFO : Epoch 1950 | loss: 0.0311472 | val_loss: 0.0311546 | Time: 12761 ms [2022-04-09 22:29:32 main:574] : INFO : Epoch 1951 | loss: 0.031142 | val_loss: 0.0311573 | Time: 13042.7 ms [2022-04-09 22:29:45 main:574] : INFO : Epoch 1952 | loss: 0.0311423 | val_loss: 0.0311484 | Time: 13146 ms [2022-04-09 22:29:58 main:574] : INFO : Epoch 1953 | loss: 0.031142 | val_loss: 0.0311657 | Time: 12897.2 ms [2022-04-09 22:30:11 main:574] : INFO : Epoch 1954 | loss: 0.0311434 | val_loss: 0.0311537 | Time: 13141.8 ms [2022-04-09 22:30:24 main:574] : INFO : Epoch 1955 | loss: 0.0311376 | val_loss: 0.0311514 | Time: 12865.1 ms [2022-04-09 22:30:37 main:574] : INFO : Epoch 1956 | loss: 0.0311357 | val_loss: 0.0311511 | Time: 12904.1 ms [2022-04-09 22:30:50 main:574] : INFO : Epoch 1957 | loss: 0.0311355 | val_loss: 0.0311489 | Time: 13068 ms [2022-04-09 22:31:02 main:574] : INFO : Epoch 1958 | loss: 0.0311355 | val_loss: 0.0311522 | Time: 12405.5 ms [2022-04-09 22:31:15 main:574] : INFO : Epoch 1959 | loss: 0.0311344 | val_loss: 0.0311492 | Time: 13010.2 ms [2022-04-09 22:31:28 main:574] : INFO : Epoch 1960 | loss: 0.0311359 | val_loss: 0.0311549 | Time: 12692.6 ms [2022-04-09 22:31:41 main:574] : INFO : Epoch 1961 | loss: 0.0311347 | val_loss: 0.0311522 | Time: 13058.7 ms [2022-04-09 22:31:54 main:574] : INFO : Epoch 1962 | loss: 0.0311344 | val_loss: 0.0311498 | Time: 13169.4 ms [2022-04-09 22:32:06 main:574] : INFO : Epoch 1963 | loss: 0.0311328 | val_loss: 0.0311489 | Time: 12075.8 ms [2022-04-09 22:32:19 main:574] : INFO : Epoch 1964 | loss: 0.0311329 | val_loss: 0.0311492 | Time: 12286.5 ms [2022-04-09 22:32:31 main:574] : INFO : Epoch 1965 | loss: 0.0311383 | val_loss: 0.0311513 | Time: 12764.3 ms [2022-04-09 22:32:44 main:574] : INFO : Epoch 1966 | loss: 0.0311392 | val_loss: 0.0311531 | Time: 12106.2 ms [2022-04-09 22:32:56 main:574] : INFO : Epoch 1967 | loss: 0.0311386 | val_loss: 0.0311613 | Time: 12346.6 ms [2022-04-09 22:33:09 main:574] : INFO : Epoch 1968 | loss: 0.0311403 | val_loss: 0.0311486 | Time: 12687.3 ms [2022-04-09 22:33:21 main:574] : INFO : Epoch 1969 | loss: 0.0311379 | val_loss: 0.0311499 | Time: 12436.2 ms [2022-04-09 22:33:34 main:574] : INFO : Epoch 1970 | loss: 0.0311383 | val_loss: 0.0311526 | Time: 12455.1 ms [2022-04-09 22:33:46 main:574] : INFO : Epoch 1971 | loss: 0.0311358 | val_loss: 0.0311464 | Time: 12837.2 ms [2022-04-09 22:33:59 main:574] : INFO : Epoch 1972 | loss: 0.0311353 | val_loss: 0.0311512 | Time: 12357.2 ms [2022-04-09 22:34:12 main:574] : INFO : Epoch 1973 | loss: 0.0311398 | val_loss: 0.0311515 | Time: 12909.5 ms [2022-04-09 22:34:24 main:574] : INFO : Epoch 1974 | loss: 0.0311403 | val_loss: 0.0311609 | Time: 12736.4 ms [2022-04-09 22:34:37 main:574] : INFO : Epoch 1975 | loss: 0.0311414 | val_loss: 0.0311555 | Time: 12805.5 ms [2022-04-09 22:34:50 main:574] : INFO : Epoch 1976 | loss: 0.0311406 | val_loss: 0.0311592 | Time: 12810.7 ms [2022-04-09 22:35:03 main:574] : INFO : Epoch 1977 | loss: 0.0311387 | val_loss: 0.0311483 | Time: 12529.6 ms [2022-04-09 22:35:15 main:574] : INFO : Epoch 1978 | loss: 0.0311351 | val_loss: 0.0311552 | Time: 12721.6 ms [2022-04-09 22:35:28 main:574] : INFO : Epoch 1979 | loss: 0.031136 | val_loss: 0.0311483 | Time: 12474.4 ms [2022-04-09 22:35:41 main:574] : INFO : Epoch 1980 | loss: 0.0311358 | val_loss: 0.0311545 | Time: 12848.7 ms [2022-04-09 22:35:53 main:574] : INFO : Epoch 1981 | loss: 0.031133 | val_loss: 0.031146 | Time: 12706.2 ms [2022-04-09 22:36:05 main:574] : INFO : Epoch 1982 | loss: 0.0311318 | val_loss: 0.0311478 | Time: 11663.9 ms [2022-04-09 22:36:18 main:574] : INFO : Epoch 1983 | loss: 0.0311326 | val_loss: 0.0311615 | Time: 12659.3 ms [2022-04-09 22:36:30 main:574] : INFO : Epoch 1984 | loss: 0.0311366 | val_loss: 0.0311507 | Time: 12479.5 ms [2022-04-09 22:36:42 main:574] : INFO : Epoch 1985 | loss: 0.0311329 | val_loss: 0.0311515 | Time: 11366 ms [2022-04-09 22:36:51 main:574] : INFO : Epoch 1986 | loss: 0.0311345 | val_loss: 0.0311506 | Time: 9209.14 ms [2022-04-09 22:37:03 main:574] : INFO : Epoch 1987 | loss: 0.0311341 | val_loss: 0.0311462 | Time: 12192.2 ms [2022-04-09 22:37:16 main:574] : INFO : Epoch 1988 | loss: 0.0311353 | val_loss: 0.031149 | Time: 12573.7 ms [2022-04-09 22:37:28 main:574] : INFO : Epoch 1989 | loss: 0.03114 | val_loss: 0.0311525 | Time: 12311.7 ms [2022-04-09 22:37:38 main:574] : INFO : Epoch 1990 | loss: 0.0311338 | val_loss: 0.0311534 | Time: 9716.41 ms [2022-04-09 22:37:48 main:574] : INFO : Epoch 1991 | loss: 0.0311323 | val_loss: 0.0311496 | Time: 9990.27 ms [2022-04-09 22:37:57 main:574] : INFO : Epoch 1992 | loss: 0.0311309 | val_loss: 0.0311504 | Time: 9451.92 ms [2022-04-09 22:38:06 main:574] : INFO : Epoch 1993 | loss: 0.0311303 | val_loss: 0.0311522 | Time: 9347.76 ms [2022-04-09 22:38:15 main:574] : INFO : Epoch 1994 | loss: 0.0311325 | val_loss: 0.0311493 | Time: 8723.6 ms [2022-04-09 22:38:24 main:574] : INFO : Epoch 1995 | loss: 0.0311331 | val_loss: 0.031149 | Time: 8882.53 ms [2022-04-09 22:38:33 main:574] : INFO : Epoch 1996 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 8506.38 ms [2022-04-09 22:38:41 main:574] : INFO : Epoch 1997 | loss: 0.0311301 | val_loss: 0.0311501 | Time: 8813.74 ms [2022-04-09 22:38:50 main:574] : INFO : Epoch 1998 | loss: 0.0311287 | val_loss: 0.0311494 | Time: 8826.58 ms [2022-04-09 22:38:59 main:574] : INFO : Epoch 1999 | loss: 0.0311301 | val_loss: 0.0311502 | Time: 8774.98 ms [2022-04-09 22:39:08 main:574] : INFO : Epoch 2000 | loss: 0.0311352 | val_loss: 0.0311562 | Time: 8897.73 ms [2022-04-09 22:39:17 main:574] : INFO : Epoch 2001 | loss: 0.031135 | val_loss: 0.0311507 | Time: 8742.57 ms [2022-04-09 22:39:25 main:574] : INFO : Epoch 2002 | loss: 0.0311306 | val_loss: 0.0311478 | Time: 8704.58 ms [2022-04-09 22:39:34 main:574] : INFO : Epoch 2003 | loss: 0.0311273 | val_loss: 0.0311507 | Time: 8578.12 ms [2022-04-09 22:39:43 main:574] : INFO : Epoch 2004 | loss: 0.0311279 | val_loss: 0.0311552 | Time: 8742.63 ms [2022-04-09 22:39:51 main:574] : INFO : Epoch 2005 | loss: 0.0311287 | val_loss: 0.0311521 | Time: 8747.63 ms [2022-04-09 22:40:00 main:574] : INFO : Epoch 2006 | loss: 0.0311291 | val_loss: 0.0311496 | Time: 8721.86 ms [2022-04-09 22:40:09 main:574] : INFO : Epoch 2007 | loss: 0.0311329 | val_loss: 0.0311504 | Time: 8760.36 ms [2022-04-09 22:40:18 main:574] : INFO : Epoch 2008 | loss: 0.0311321 | val_loss: 0.0311477 | Time: 8822.56 ms [2022-04-09 22:40:26 main:574] : INFO : Epoch 2009 | loss: 0.0311327 | val_loss: 0.0311507 | Time: 8743.88 ms [2022-04-09 22:40:35 main:574] : INFO : Epoch 2010 | loss: 0.031135 | val_loss: 0.0311474 | Time: 8787.29 ms [2022-04-09 22:40:44 main:574] : INFO : Epoch 2011 | loss: 0.0311298 | val_loss: 0.0311519 | Time: 8905.21 ms [2022-04-09 22:40:53 main:574] : INFO : Epoch 2012 | loss: 0.0311302 | val_loss: 0.0311525 | Time: 8622.13 ms [2022-04-09 22:41:02 main:574] : INFO : Epoch 2013 | loss: 0.0311282 | val_loss: 0.0311486 | Time: 8718.87 ms [2022-04-09 22:41:10 main:574] : INFO : Epoch 2014 | loss: 0.0311267 | val_loss: 0.031149 | Time: 8757.17 ms [2022-04-09 22:41:19 main:574] : INFO : Epoch 2015 | loss: 0.0311264 | val_loss: 0.0311497 | Time: 8739.22 ms [2022-04-09 22:41:28 main:574] : INFO : Epoch 2016 | loss: 0.0311291 | val_loss: 0.0311502 | Time: 8798.56 ms [2022-04-09 22:41:37 main:574] : INFO : Epoch 2017 | loss: 0.0311312 | val_loss: 0.0311552 | Time: 8818.42 ms [2022-04-09 22:41:45 main:574] : INFO : Epoch 2018 | loss: 0.0311304 | val_loss: 0.0311514 | Time: 8731.9 ms [2022-04-09 22:41:54 main:574] : INFO : Epoch 2019 | loss: 0.0311327 | val_loss: 0.0311492 | Time: 8776.12 ms [2022-04-09 22:42:03 main:574] : INFO : Epoch 2020 | loss: 0.0311397 | val_loss: 0.0311573 | Time: 8859.96 ms [2022-04-09 22:42:12 main:574] : INFO : Epoch 2021 | loss: 0.0311362 | val_loss: 0.0311511 | Time: 8772.92 ms [2022-04-09 22:42:20 main:574] : INFO : Epoch 2022 | loss: 0.0311349 | val_loss: 0.0311534 | Time: 8676.78 ms [2022-04-09 22:42:29 main:574] : INFO : Epoch 2023 | loss: 0.0311348 | val_loss: 0.0311487 | Time: 8844.71 ms [2022-04-09 22:42:38 main:574] : INFO : Epoch 2024 | loss: 0.0311329 | val_loss: 0.0311467 | Time: 8838.93 ms [2022-04-09 22:42:47 main:574] : INFO : Epoch 2025 | loss: 0.0311309 | val_loss: 0.0311472 | Time: 9047.61 ms [2022-04-09 22:42:57 main:574] : INFO : Epoch 2026 | loss: 0.0311297 | val_loss: 0.0311495 | Time: 9276.9 ms [2022-04-09 22:43:05 main:574] : INFO : Epoch 2027 | loss: 0.0311303 | val_loss: 0.0311505 | Time: 8919.15 ms [2022-04-09 22:43:15 main:574] : INFO : Epoch 2028 | loss: 0.0311284 | val_loss: 0.0311491 | Time: 9155.98 ms [2022-04-09 22:43:23 main:574] : INFO : Epoch 2029 | loss: 0.0311275 | val_loss: 0.0311506 | Time: 8887.31 ms [2022-04-09 22:43:33 main:574] : INFO : Epoch 2030 | loss: 0.0311265 | val_loss: 0.0311523 | Time: 9687.39 ms [2022-04-09 22:43:44 main:574] : INFO : Epoch 2031 | loss: 0.0311265 | val_loss: 0.0311534 | Time: 10501.3 ms [2022-04-09 22:43:54 main:574] : INFO : Epoch 2032 | loss: 0.0311288 | val_loss: 0.0311519 | Time: 10286.5 ms [2022-04-09 22:44:04 main:574] : INFO : Epoch 2033 | loss: 0.0311312 | val_loss: 0.0311544 | Time: 10207.8 ms [2022-04-09 22:44:14 main:574] : INFO : Epoch 2034 | loss: 0.0311252 | val_loss: 0.0311524 | Time: 10165.6 ms [2022-04-09 22:44:24 main:574] : INFO : Epoch 2035 | loss: 0.0311254 | val_loss: 0.0311567 | Time: 9789.29 ms [2022-04-09 22:44:34 main:574] : INFO : Epoch 2036 | loss: 0.0311282 | val_loss: 0.0311594 | Time: 9935.1 ms [2022-04-09 22:44:44 main:574] : INFO : Epoch 2037 | loss: 0.0311275 | val_loss: 0.03115 | Time: 9896.14 ms [2022-04-09 22:44:54 main:574] : INFO : Epoch 2038 | loss: 0.0311265 | val_loss: 0.0311528 | Time: 10379.4 ms [2022-04-09 22:45:04 main:574] : INFO : Epoch 2039 | loss: 0.0311255 | val_loss: 0.0311528 | Time: 10002.2 ms [2022-04-09 22:45:14 main:574] : INFO : Epoch 2040 | loss: 0.031127 | val_loss: 0.0311491 | Time: 9938.46 ms [2022-04-09 22:45:24 main:574] : INFO : Epoch 2041 | loss: 0.0311257 | val_loss: 0.0311496 | Time: 10079.9 ms [2022-04-09 22:45:34 main:574] : INFO : Epoch 2042 | loss: 0.0311252 | val_loss: 0.0311508 | Time: 9958.9 ms [2022-04-09 22:45:44 main:574] : INFO : Epoch 2043 | loss: 0.031128 | val_loss: 0.0311539 | Time: 10002.4 ms [2022-04-09 22:45:54 main:574] : INFO : Epoch 2044 | loss: 0.0311329 | val_loss: 0.0311541 | Time: 10008.5 ms [2022-04-09 22:46:05 main:574] : INFO : Epoch 2045 | loss: 0.0311355 | val_loss: 0.0311543 | Time: 10093.7 ms [2022-04-09 22:46:14 main:574] : INFO : Epoch 2046 | loss: 0.0311332 | val_loss: 0.0311538 | Time: 9728.06 ms [2022-04-09 22:46:24 main:574] : INFO : Epoch 2047 | loss: 0.0311295 | val_loss: 0.03115 | Time: 9223.52 ms [2022-04-09 22:46:32 main:574] : INFO : Epoch 2048 | loss: 0.0311269 | val_loss: 0.0311477 | Time: 8171.36 ms [2022-04-09 22:46:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311477 [2022-04-09 22:46:32 main:603] : INFO : Saving end state to config to file [2022-04-09 22:46:32 main:608] : INFO : Success, exiting.. 22:46:32 (24084): 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)