Task 12577810
| Name | ParityModified-1645996133-11027-1-0_0 |
| Workunit | 9737801 |
| Created | 5 Mar 2022, 17:30:09 UTC |
| Sent | 7 Mar 2022, 14:59:55 UTC |
| Report deadline | 15 Mar 2022, 14:59:55 UTC |
| Received | 10 Mar 2022, 12:21:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 1 days 1 hours 29 min 3 sec |
| CPU time | 21 hours 38 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 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> :16 main:574] : INFO : Epoch 1542 | loss: 0.0311557 | val_loss: 0.0311682 | Time: 44114.7 ms [2022-03-10 00:06:00 main:574] : INFO : Epoch 1543 | loss: 0.0311533 | val_loss: 0.0311661 | Time: 44078.1 ms [2022-03-10 00:06:44 main:574] : INFO : Epoch 1544 | loss: 0.031154 | val_loss: 0.0311677 | Time: 44118.1 ms [2022-03-10 00:07:28 main:574] : INFO : Epoch 1545 | loss: 0.0311543 | val_loss: 0.0311638 | Time: 44008.1 ms [2022-03-10 00:08:13 main:574] : INFO : Epoch 1546 | loss: 0.0311535 | val_loss: 0.0311647 | Time: 44043.3 ms [2022-03-10 00:08:57 main:574] : INFO : Epoch 1547 | loss: 0.0311546 | val_loss: 0.0311647 | Time: 44047.1 ms [2022-03-10 00:09:41 main:574] : INFO : Epoch 1548 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 44109 ms [2022-03-10 00:10:25 main:574] : INFO : Epoch 1549 | loss: 0.031155 | val_loss: 0.0311654 | Time: 43999.8 ms [2022-03-10 00:11:09 main:574] : INFO : Epoch 1550 | loss: 0.0311531 | val_loss: 0.0311645 | Time: 44062.8 ms [2022-03-10 00:11:54 main:574] : INFO : Epoch 1551 | loss: 0.031153 | val_loss: 0.0311669 | Time: 44079.2 ms [2022-03-10 00:12:38 main:574] : INFO : Epoch 1552 | loss: 0.031152 | val_loss: 0.0311632 | Time: 44092.2 ms [2022-03-10 00:13:22 main:574] : INFO : Epoch 1553 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 44105.7 ms [2022-03-10 00:14:06 main:574] : INFO : Epoch 1554 | loss: 0.0311509 | val_loss: 0.0311641 | Time: 44018.8 ms [2022-03-10 00:14:50 main:574] : INFO : Epoch 1555 | loss: 0.0311515 | val_loss: 0.0311668 | Time: 44052.1 ms [2022-03-10 00:15:35 main:574] : INFO : Epoch 1556 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 44049.3 ms [2022-03-10 00:16:19 main:574] : INFO : Epoch 1557 | loss: 0.031154 | val_loss: 0.0311655 | Time: 44015.8 ms [2022-03-10 00:17:03 main:574] : INFO : Epoch 1558 | loss: 0.0311512 | val_loss: 0.0311639 | Time: 44072.5 ms [2022-03-10 00:17:47 main:574] : INFO : Epoch 1559 | loss: 0.0311508 | val_loss: 0.031165 | Time: 44078.1 ms [2022-03-10 00:18:31 main:574] : INFO : Epoch 1560 | loss: 0.0311497 | val_loss: 0.0311621 | Time: 44061.3 ms [2022-03-10 00:19:16 main:574] : INFO : Epoch 1561 | loss: 0.0311515 | val_loss: 0.0311649 | Time: 44033.8 ms [2022-03-10 00:20:00 main:574] : INFO : Epoch 1562 | loss: 0.0311533 | val_loss: 0.0311674 | Time: 44114.1 ms [2022-03-10 00:20:44 main:574] : INFO : Epoch 1563 | loss: 0.0311517 | val_loss: 0.0311664 | Time: 44025.5 ms [2022-03-10 00:21:28 main:574] : INFO : Epoch 1564 | loss: 0.0311506 | val_loss: 0.0311628 | Time: 44079.3 ms [2022-03-10 00:22:12 main:574] : INFO : Epoch 1565 | loss: 0.0311494 | val_loss: 0.0311673 | Time: 44002.9 ms [2022-03-10 00:22:57 main:574] : INFO : Epoch 1566 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 44145.6 ms [2022-03-10 00:23:41 main:574] : INFO : Epoch 1567 | loss: 0.0311475 | val_loss: 0.0311694 | Time: 44075.4 ms [2022-03-10 00:24:25 main:574] : INFO : Epoch 1568 | loss: 0.0311481 | val_loss: 0.0311615 | Time: 44037.8 ms [2022-03-10 00:25:09 main:574] : INFO : Epoch 1569 | loss: 0.031147 | val_loss: 0.0311674 | Time: 44028.5 ms [2022-03-10 00:25:53 main:574] : INFO : Epoch 1570 | loss: 0.0311486 | val_loss: 0.0311613 | Time: 44036.5 ms [2022-03-10 00:26:37 main:574] : INFO : Epoch 1571 | loss: 0.031148 | val_loss: 0.0311709 | Time: 44066.7 ms [2022-03-10 00:27:22 main:574] : INFO : Epoch 1572 | loss: 0.0311488 | val_loss: 0.0311682 | Time: 44109.7 ms [2022-03-10 00:28:06 main:574] : INFO : Epoch 1573 | loss: 0.0311489 | val_loss: 0.0311658 | Time: 44106.7 ms [2022-03-10 00:28:50 main:574] : INFO : Epoch 1574 | loss: 0.0311456 | val_loss: 0.0311653 | Time: 44094 ms [2022-03-10 00:29:35 main:574] : INFO : Epoch 1575 | loss: 0.031146 | val_loss: 0.0311656 | Time: 44025.6 ms [2022-03-10 00:30:19 main:574] : INFO : Epoch 1576 | loss: 0.031146 | val_loss: 0.0311634 | Time: 44100.7 ms [2022-03-10 00:31:03 main:574] : INFO : Epoch 1577 | loss: 0.0311488 | val_loss: 0.0311643 | Time: 44048.4 ms [2022-03-10 00:31:47 main:574] : INFO : Epoch 1578 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 44106.1 ms [2022-03-10 00:32:32 main:574] : INFO : Epoch 1579 | loss: 0.0311468 | val_loss: 0.031165 | Time: 44068 ms [2022-03-10 00:33:16 main:574] : INFO : Epoch 1580 | loss: 0.0311465 | val_loss: 0.0311659 | Time: 44144.1 ms [2022-03-10 00:34:00 main:574] : INFO : Epoch 1581 | loss: 0.0311469 | val_loss: 0.031165 | Time: 44053.8 ms [2022-03-10 00:34:45 main:574] : INFO : Epoch 1582 | loss: 0.0311456 | val_loss: 0.0311657 | Time: 44192 ms [2022-03-10 00:35:29 main:574] : INFO : Epoch 1583 | loss: 0.0311449 | val_loss: 0.031167 | Time: 44143.9 ms [2022-03-10 00:36:13 main:574] : INFO : Epoch 1584 | loss: 0.031144 | val_loss: 0.0311663 | Time: 44060.6 ms [2022-03-10 00:36:57 main:574] : INFO : Epoch 1585 | loss: 0.0311444 | val_loss: 0.0311721 | Time: 44031.2 ms [2022-03-10 00:37:42 main:574] : INFO : Epoch 1586 | loss: 0.0311477 | val_loss: 0.0311627 | Time: 44024.6 ms [2022-03-10 00:38:26 main:574] : INFO : Epoch 1587 | loss: 0.0311483 | val_loss: 0.0311659 | Time: 44053.5 ms [2022-03-10 00:39:10 main:574] : INFO : Epoch 1588 | loss: 0.0311508 | val_loss: 0.0311636 | Time: 44134.9 ms [2022-03-10 00:39:54 main:574] : INFO : Epoch 1589 | loss: 0.0311488 | val_loss: 0.0311634 | Time: 44036.4 ms [2022-03-10 00:40:38 main:574] : INFO : Epoch 1590 | loss: 0.0311446 | val_loss: 0.0311624 | Time: 44086.2 ms [2022-03-10 00:41:23 main:574] : INFO : Epoch 1591 | loss: 0.0311443 | val_loss: 0.0311624 | Time: 44120.4 ms [2022-03-10 00:42:07 main:574] : INFO : Epoch 1592 | loss: 0.0311475 | val_loss: 0.0311592 | Time: 44079.8 ms [2022-03-10 00:42:51 main:574] : INFO : Epoch 1593 | loss: 0.0311463 | val_loss: 0.0311647 | Time: 43957.8 ms [2022-03-10 00:43:35 main:574] : INFO : Epoch 1594 | loss: 0.0311466 | val_loss: 0.0311624 | Time: 44053.7 ms [2022-03-10 00:44:20 main:574] : INFO : Epoch 1595 | loss: 0.0311474 | val_loss: 0.0311605 | Time: 43977.3 ms [2022-03-10 00:45:04 main:574] : INFO : Epoch 1596 | loss: 0.0311445 | val_loss: 0.0311595 | Time: 44083.2 ms [2022-03-10 00:45:48 main:574] : INFO : Epoch 1597 | loss: 0.0311432 | val_loss: 0.031163 | Time: 44025.3 ms [2022-03-10 00:46:32 main:574] : INFO : Epoch 1598 | loss: 0.0311419 | val_loss: 0.0311592 | Time: 44046.9 ms [2022-03-10 00:47:16 main:574] : INFO : Epoch 1599 | loss: 0.0311416 | val_loss: 0.0311602 | Time: 44092.1 ms [2022-03-10 00:48:01 main:574] : INFO : Epoch 1600 | loss: 0.0311414 | val_loss: 0.0311583 | Time: 44053.4 ms [2022-03-10 00:48:45 main:574] : INFO : Epoch 1601 | loss: 0.0311412 | val_loss: 0.0311605 | Time: 44020.9 ms [2022-03-10 00:49:29 main:574] : INFO : Epoch 1602 | loss: 0.0311413 | val_loss: 0.0311607 | Time: 44040.2 ms [2022-03-10 00:50:13 main:574] : INFO : Epoch 1603 | loss: 0.031142 | val_loss: 0.0311645 | Time: 44117.7 ms [2022-03-10 00:50:58 main:574] : INFO : Epoch 1604 | loss: 0.0311468 | val_loss: 0.0311597 | Time: 44047.7 ms [2022-03-10 00:51:42 main:574] : INFO : Epoch 1605 | loss: 0.0311643 | val_loss: 0.0311909 | Time: 44042.7 ms [2022-03-10 00:52:26 main:574] : INFO : Epoch 1606 | loss: 0.0348727 | val_loss: 0.0372315 | Time: 44071.5 ms [2022-03-10 00:53:10 main:574] : INFO : Epoch 1607 | loss: 0.0330081 | val_loss: 0.0315574 | Time: 44052.6 ms [2022-03-10 00:53:54 main:574] : INFO : Epoch 1608 | loss: 0.0314759 | val_loss: 0.0313223 | Time: 44048.6 ms [2022-03-10 00:54:39 main:574] : INFO : Epoch 1609 | loss: 0.0312409 | val_loss: 0.0311853 | Time: 44089.6 ms [2022-03-10 00:55:23 main:574] : INFO : Epoch 1610 | loss: 0.0311764 | val_loss: 0.0311678 | Time: 43943.6 ms [2022-03-10 00:56:07 main:574] : INFO : Epoch 1611 | loss: 0.0311618 | val_loss: 0.0311639 | Time: 44101.1 ms [2022-03-10 00:56:51 main:574] : INFO : Epoch 1612 | loss: 0.0311577 | val_loss: 0.0311615 | Time: 44134.3 ms [2022-03-10 00:57:35 main:574] : INFO : Epoch 1613 | loss: 0.0311549 | val_loss: 0.0311615 | Time: 44026.9 ms [2022-03-10 00:58:20 main:574] : INFO : Epoch 1614 | loss: 0.0311528 | val_loss: 0.0311604 | Time: 44069.5 ms [2022-03-10 00:59:04 main:574] : INFO : Epoch 1615 | loss: 0.0311518 | val_loss: 0.0311611 | Time: 44036.7 ms [2022-03-10 00:59:48 main:574] : INFO : Epoch 1616 | loss: 0.0311488 | val_loss: 0.031159 | Time: 44241.8 ms [2022-03-10 01:00:32 main:574] : INFO : Epoch 1617 | loss: 0.0311478 | val_loss: 0.0311586 | Time: 44073.8 ms [2022-03-10 01:01:17 main:574] : INFO : Epoch 1618 | loss: 0.0311468 | val_loss: 0.0311582 | Time: 44040.8 ms [2022-03-10 01:02:01 main:574] : INFO : Epoch 1619 | loss: 0.0311454 | val_loss: 0.0311577 | Time: 44106.8 ms [2022-03-10 01:02:45 main:574] : INFO : Epoch 1620 | loss: 0.0311441 | val_loss: 0.0311605 | Time: 44094 ms [2022-03-10 01:03:30 main:574] : INFO : Epoch 1621 | loss: 0.0311436 | val_loss: 0.0311595 | Time: 43994.1 ms [2022-03-10 01:04:14 main:574] : INFO : Epoch 1622 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 44010.9 ms [2022-03-10 01:04:58 main:574] : INFO : Epoch 1623 | loss: 0.0311415 | val_loss: 0.0311589 | Time: 44021.2 ms [2022-03-10 01:05:42 main:574] : INFO : Epoch 1624 | loss: 0.031141 | val_loss: 0.0311589 | Time: 44082.6 ms [2022-03-10 01:06:26 main:574] : INFO : Epoch 1625 | loss: 0.031148 | val_loss: 0.0311631 | Time: 44005.8 ms [2022-03-10 01:07:11 main:574] : INFO : Epoch 1626 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 44092.1 ms [2022-03-10 01:07:55 main:574] : INFO : Epoch 1627 | loss: 0.0311468 | val_loss: 0.0311575 | Time: 44031.1 ms [2022-03-10 01:08:39 main:574] : INFO : Epoch 1628 | loss: 0.0311453 | val_loss: 0.0311587 | Time: 44098 ms [2022-03-10 01:09:23 main:574] : INFO : Epoch 1629 | loss: 0.0311462 | val_loss: 0.0311586 | Time: 44009.7 ms [2022-03-10 01:10:08 main:574] : INFO : Epoch 1630 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 44048.4 ms [2022-03-10 01:10:52 main:574] : INFO : Epoch 1631 | loss: 0.0311457 | val_loss: 0.031161 | Time: 44121.7 ms [2022-03-10 01:11:36 main:574] : INFO : Epoch 1632 | loss: 0.0311439 | val_loss: 0.031157 | Time: 44102.3 ms [2022-03-10 01:12:20 main:574] : INFO : Epoch 1633 | loss: 0.031142 | val_loss: 0.0311598 | Time: 44148.2 ms [2022-03-10 01:13:05 main:574] : INFO : Epoch 1634 | loss: 0.0311441 | val_loss: 0.0311665 | Time: 43998.1 ms [2022-03-10 01:13:49 main:574] : INFO : Epoch 1635 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 44090.4 ms [2022-03-10 01:14:33 main:574] : INFO : Epoch 1636 | loss: 0.0311417 | val_loss: 0.0311581 | Time: 44044.6 ms [2022-03-10 01:15:17 main:574] : INFO : Epoch 1637 | loss: 0.0311411 | val_loss: 0.0311593 | Time: 44064.4 ms [2022-03-10 01:16:01 main:574] : INFO : Epoch 1638 | loss: 0.0311409 | val_loss: 0.0311613 | Time: 44190.8 ms [2022-03-10 01:16:46 main:574] : INFO : Epoch 1639 | loss: 0.0311393 | val_loss: 0.0311604 | Time: 44078.6 ms [2022-03-10 01:17:30 main:574] : INFO : Epoch 1640 | loss: 0.0311387 | val_loss: 0.0311604 | Time: 44142.3 ms [2022-03-10 01:18:14 main:574] : INFO : Epoch 1641 | loss: 0.03114 | val_loss: 0.0311577 | Time: 44056 ms [2022-03-10 01:18:59 main:574] : INFO : Epoch 1642 | loss: 0.0311399 | val_loss: 0.0311567 | Time: 44097.3 ms [2022-03-10 01:19:43 main:574] : INFO : Epoch 1643 | loss: 0.0311394 | val_loss: 0.0311578 | Time: 44024.3 ms [2022-03-10 01:20:27 main:574] : INFO : Epoch 1644 | loss: 0.0311388 | val_loss: 0.0311596 | Time: 44161.2 ms [2022-03-10 01:21:11 main:574] : INFO : Epoch 1645 | loss: 0.0311378 | val_loss: 0.0311574 | Time: 43960.1 ms [2022-03-10 01:21:55 main:574] : INFO : Epoch 1646 | loss: 0.0311361 | val_loss: 0.0311573 | Time: 44043.3 ms [2022-03-10 01:22:40 main:574] : INFO : Epoch 1647 | loss: 0.0311366 | val_loss: 0.0311568 | Time: 44055 ms [2022-03-10 01:23:24 main:574] : INFO : Epoch 1648 | loss: 0.0311369 | val_loss: 0.0311594 | Time: 44108.5 ms [2022-03-10 01:24:08 main:574] : INFO : Epoch 1649 | loss: 0.0311428 | val_loss: 0.0311597 | Time: 43976.3 ms [2022-03-10 01:24:52 main:574] : INFO : Epoch 1650 | loss: 0.0311394 | val_loss: 0.0311587 | Time: 44055.5 ms [2022-03-10 01:25:36 main:574] : INFO : Epoch 1651 | loss: 0.031143 | val_loss: 0.031156 | Time: 44042.6 ms [2022-03-10 01:26:21 main:574] : INFO : Epoch 1652 | loss: 0.0311394 | val_loss: 0.0311615 | Time: 44055.2 ms [2022-03-10 01:27:05 main:574] : INFO : Epoch 1653 | loss: 0.0311407 | val_loss: 0.0311591 | Time: 44001.8 ms [2022-03-10 01:27:49 main:574] : INFO : Epoch 1654 | loss: 0.0311385 | val_loss: 0.0311551 | Time: 44154.3 ms [2022-03-10 01:28:33 main:574] : INFO : Epoch 1655 | loss: 0.0311382 | val_loss: 0.031156 | Time: 44074.4 ms [2022-03-10 01:29:18 main:574] : INFO : Epoch 1656 | loss: 0.0311378 | val_loss: 0.0311558 | Time: 44121.2 ms [2022-03-10 01:30:02 main:574] : INFO : Epoch 1657 | loss: 0.0311358 | val_loss: 0.0311543 | Time: 44099.3 ms [2022-03-10 01:30:46 main:574] : INFO : Epoch 1658 | loss: 0.031136 | val_loss: 0.0311572 | Time: 44070.9 ms [2022-03-10 01:31:30 main:574] : INFO : Epoch 1659 | loss: 0.0311362 | val_loss: 0.0311563 | Time: 44072.8 ms [2022-03-10 01:32:15 main:574] : INFO : Epoch 1660 | loss: 0.031135 | val_loss: 0.0311563 | Time: 44148.5 ms [2022-03-10 01:32:59 main:574] : INFO : Epoch 1661 | loss: 0.0311335 | val_loss: 0.0311538 | Time: 44095.2 ms [2022-03-10 01:33:43 main:574] : INFO : Epoch 1662 | loss: 0.0311342 | val_loss: 0.0311567 | Time: 44045.7 ms [2022-03-10 01:34:27 main:574] : INFO : Epoch 1663 | loss: 0.0311355 | val_loss: 0.0311557 | Time: 44109.4 ms [2022-03-10 01:35:12 main:574] : INFO : Epoch 1664 | loss: 0.0311352 | val_loss: 0.0311609 | Time: 44056.6 ms [2022-03-10 01:35:56 main:574] : INFO : Epoch 1665 | loss: 0.0311349 | val_loss: 0.0311569 | Time: 44077.2 ms [2022-03-10 01:36:40 main:574] : INFO : Epoch 1666 | loss: 0.0311328 | val_loss: 0.0311597 | Time: 44136.1 ms [2022-03-10 01:37:24 main:574] : INFO : Epoch 1667 | loss: 0.0311318 | val_loss: 0.0311573 | Time: 44084.7 ms [2022-03-10 01:38:08 main:574] : INFO : Epoch 1668 | loss: 0.0311314 | val_loss: 0.0311561 | Time: 44126.3 ms [2022-03-10 01:38:53 main:574] : INFO : Epoch 1669 | loss: 0.0311312 | val_loss: 0.0311605 | Time: 44214.7 ms [2022-03-10 01:39:37 main:574] : INFO : Epoch 1670 | loss: 0.0311306 | val_loss: 0.0311609 | Time: 44030.4 ms [2022-03-10 01:40:21 main:574] : INFO : Epoch 1671 | loss: 0.0311342 | val_loss: 0.0311609 | Time: 44090.7 ms [2022-03-10 01:41:05 main:574] : INFO : Epoch 1672 | loss: 0.0311338 | val_loss: 0.0311628 | Time: 44144.5 ms [2022-03-10 01:41:49 main:574] : INFO : Epoch 1673 | loss: 0.0311339 | val_loss: 0.0311606 | Time: 43992 ms [2022-03-10 01:42:34 main:574] : INFO : Epoch 1674 | loss: 0.0311328 | val_loss: 0.0311594 | Time: 44164.7 ms [2022-03-10 01:43:18 main:574] : INFO : Epoch 1675 | loss: 0.0311313 | val_loss: 0.0311588 | Time: 44159.9 ms [2022-03-10 01:44:02 main:574] : INFO : Epoch 1676 | loss: 0.0311321 | val_loss: 0.0311552 | Time: 44053.3 ms [2022-03-10 01:44:47 main:574] : INFO : Epoch 1677 | loss: 0.031132 | val_loss: 0.0311584 | Time: 44065.3 ms [2022-03-10 01:45:31 main:574] : INFO : Epoch 1678 | loss: 0.0311336 | val_loss: 0.0311555 | Time: 44055.4 ms [2022-03-10 01:46:15 main:574] : INFO : Epoch 1679 | loss: 0.0311347 | val_loss: 0.0311582 | Time: 44441.1 ms [2022-03-10 01:47:00 main:574] : INFO : Epoch 1680 | loss: 0.0311322 | val_loss: 0.0311583 | Time: 44071.3 ms [2022-03-10 01:47:44 main:574] : INFO : Epoch 1681 | loss: 0.0311305 | val_loss: 0.0311613 | Time: 44045.9 ms [2022-03-10 01:48:28 main:574] : INFO : Epoch 1682 | loss: 0.0311299 | val_loss: 0.0311569 | Time: 44091.6 ms [2022-03-10 01:49:12 main:574] : INFO : Epoch 1683 | loss: 0.0311286 | val_loss: 0.0311608 | Time: 43994.1 ms [2022-03-10 01:49:56 main:574] : INFO : Epoch 1684 | loss: 0.0311307 | val_loss: 0.0311584 | Time: 44044.4 ms [2022-03-10 01:50:41 main:574] : INFO : Epoch 1685 | loss: 0.0311331 | val_loss: 0.0311647 | Time: 44075.3 ms [2022-03-10 01:51:25 main:574] : INFO : Epoch 1686 | loss: 0.0311312 | val_loss: 0.0311621 | Time: 44018.3 ms [2022-03-10 01:52:09 main:574] : INFO : Epoch 1687 | loss: 0.0311297 | val_loss: 0.0311633 | Time: 44082.6 ms [2022-03-10 01:52:53 main:574] : INFO : Epoch 1688 | loss: 0.0311289 | val_loss: 0.0311575 | Time: 44086.2 ms [2022-03-10 01:53:37 main:574] : INFO : Epoch 1689 | loss: 0.0311379 | val_loss: 0.0311644 | Time: 44059.7 ms [2022-03-10 01:54:22 main:574] : INFO : Epoch 1690 | loss: 0.0311382 | val_loss: 0.0311613 | Time: 44112.7 ms [2022-03-10 01:55:06 main:574] : INFO : Epoch 1691 | loss: 0.0311368 | val_loss: 0.0311586 | Time: 44080.8 ms [2022-03-10 01:55:50 main:574] : INFO : Epoch 1692 | loss: 0.0311341 | val_loss: 0.0311596 | Time: 44064.1 ms [2022-03-10 01:56:34 main:574] : INFO : Epoch 1693 | loss: 0.0311303 | val_loss: 0.031162 | Time: 44015.4 ms [2022-03-10 01:57:19 main:574] : INFO : Epoch 1694 | loss: 0.0311293 | val_loss: 0.0311557 | Time: 44035.3 ms [2022-03-10 01:58:03 main:574] : INFO : Epoch 1695 | loss: 0.0311296 | val_loss: 0.0311549 | Time: 44070.3 ms [2022-03-10 01:58:47 main:574] : INFO : Epoch 1696 | loss: 0.0311284 | val_loss: 0.0311569 | Time: 44091.6 ms [2022-03-10 01:59:31 main:574] : INFO : Epoch 1697 | loss: 0.0311292 | val_loss: 0.0311644 | Time: 44061.8 ms [2022-03-10 02:00:16 main:574] : INFO : Epoch 1698 | loss: 0.03113 | val_loss: 0.0311568 | Time: 44170.6 ms [2022-03-10 02:01:00 main:574] : INFO : Epoch 1699 | loss: 0.0311266 | val_loss: 0.0311581 | Time: 44044.5 ms [2022-03-10 02:01:44 main:574] : INFO : Epoch 1700 | loss: 0.0311269 | val_loss: 0.0311613 | Time: 44083.5 ms [2022-03-10 02:02:29 main:574] : INFO : Epoch 1701 | loss: 0.0311273 | val_loss: 0.0311592 | Time: 44129.7 ms [2022-03-10 02:03:13 main:574] : INFO : Epoch 1702 | loss: 0.0311375 | val_loss: 0.0311893 | Time: 44036.8 ms [2022-03-10 02:03:57 main:574] : INFO : Epoch 1703 | loss: 0.031215 | val_loss: 0.031209 | Time: 44023.1 ms [2022-03-10 02:04:41 main:574] : INFO : Epoch 1704 | loss: 0.0312032 | val_loss: 0.0311969 | Time: 44093.1 ms [2022-03-10 02:05:25 main:574] : INFO : Epoch 1705 | loss: 0.0311954 | val_loss: 0.0311907 | Time: 44078.9 ms [2022-03-10 02:06:09 main:574] : INFO : Epoch 1706 | loss: 0.0311909 | val_loss: 0.0311863 | Time: 44042.6 ms [2022-03-10 02:06:54 main:574] : INFO : Epoch 1707 | loss: 0.0311861 | val_loss: 0.0311836 | Time: 44077.7 ms [2022-03-10 02:07:38 main:574] : INFO : Epoch 1708 | loss: 0.0311833 | val_loss: 0.0311822 | Time: 44034.8 ms [2022-03-10 02:08:22 main:574] : INFO : Epoch 1709 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 44102.8 ms [2022-03-10 02:09:06 main:574] : INFO : Epoch 1710 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 44077.8 ms [2022-03-10 02:09:51 main:574] : INFO : Epoch 1711 | loss: 0.0311785 | val_loss: 0.0311758 | Time: 44090.4 ms [2022-03-10 02:10:35 main:574] : INFO : Epoch 1712 | loss: 0.0311764 | val_loss: 0.0311751 | Time: 44101.3 ms [2022-03-10 02:11:19 main:574] : INFO : Epoch 1713 | loss: 0.0311736 | val_loss: 0.0311718 | Time: 44044.4 ms [2022-03-10 02:12:04 main:574] : INFO : Epoch 1714 | loss: 0.0311718 | val_loss: 0.0311715 | Time: 44057.4 ms [2022-03-10 02:12:48 main:574] : INFO : Epoch 1715 | loss: 0.0311709 | val_loss: 0.0311717 | Time: 44068.7 ms [2022-03-10 02:13:32 main:574] : INFO : Epoch 1716 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 44154.7 ms [2022-03-10 02:14:16 main:574] : INFO : Epoch 1717 | loss: 0.0311693 | val_loss: 0.0311699 | Time: 44000.4 ms [2022-03-10 02:15:00 main:574] : INFO : Epoch 1718 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 44079.8 ms [2022-03-10 02:15:45 main:574] : INFO : Epoch 1719 | loss: 0.0311674 | val_loss: 0.0311676 | Time: 44049.7 ms [2022-03-10 02:16:29 main:574] : INFO : Epoch 1720 | loss: 0.0311671 | val_loss: 0.0311687 | Time: 44154.8 ms [2022-03-10 02:17:13 main:574] : INFO : Epoch 1721 | loss: 0.0311664 | val_loss: 0.0311691 | Time: 44016.5 ms [2022-03-10 02:17:57 main:574] : INFO : Epoch 1722 | loss: 0.0311661 | val_loss: 0.0311694 | Time: 44086.3 ms [2022-03-10 02:18:42 main:574] : INFO : Epoch 1723 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 44078.5 ms [2022-03-10 02:19:26 main:574] : INFO : Epoch 1724 | loss: 0.0311644 | val_loss: 0.0311673 | Time: 44034.4 ms [2022-03-10 02:20:10 main:574] : INFO : Epoch 1725 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 44051.8 ms [2022-03-10 02:20:54 main:574] : INFO : Epoch 1726 | loss: 0.031168 | val_loss: 0.0311686 | Time: 44125.3 ms [2022-03-10 02:21:38 main:574] : INFO : Epoch 1727 | loss: 0.0311652 | val_loss: 0.0311672 | Time: 44092.2 ms [2022-03-10 02:22:23 main:574] : INFO : Epoch 1728 | loss: 0.0311643 | val_loss: 0.0311659 | Time: 44088.2 ms [2022-03-10 02:23:07 main:574] : INFO : Epoch 1729 | loss: 0.0311633 | val_loss: 0.0311651 | Time: 44026 ms [2022-03-10 02:23:51 main:574] : INFO : Epoch 1730 | loss: 0.0311626 | val_loss: 0.0311662 | Time: 44067.5 ms [2022-03-10 02:24:35 main:574] : INFO : Epoch 1731 | loss: 0.0311625 | val_loss: 0.0311644 | Time: 44063.7 ms [2022-03-10 02:25:20 main:574] : INFO : Epoch 1732 | loss: 0.0311624 | val_loss: 0.0311632 | Time: 44040.7 ms [2022-03-10 02:26:04 main:574] : INFO : Epoch 1733 | loss: 0.0311618 | val_loss: 0.0311642 | Time: 43988 ms [2022-03-10 02:26:48 main:574] : INFO : Epoch 1734 | loss: 0.0311612 | val_loss: 0.031163 | Time: 44086.9 ms [2022-03-10 02:27:32 main:574] : INFO : Epoch 1735 | loss: 0.0311601 | val_loss: 0.0311646 | Time: 44096.7 ms [2022-03-10 02:28:16 main:574] : INFO : Epoch 1736 | loss: 0.0311605 | val_loss: 0.0311634 | Time: 44103.9 ms [2022-03-10 02:29:01 main:574] : INFO : Epoch 1737 | loss: 0.0311603 | val_loss: 0.0311654 | Time: 44123.6 ms [2022-03-10 02:29:45 main:574] : INFO : Epoch 1738 | loss: 0.0311588 | val_loss: 0.0311672 | Time: 44143.7 ms [2022-03-10 02:30:30 main:574] : INFO : Epoch 1739 | loss: 0.0311594 | val_loss: 0.0311641 | Time: 44910.5 ms [2022-03-10 02:31:19 main:574] : INFO : Epoch 1740 | loss: 0.0311588 | val_loss: 0.031163 | Time: 48156.8 ms [2022-03-10 02:32:03 main:574] : INFO : Epoch 1741 | loss: 0.0311572 | val_loss: 0.0311631 | Time: 43950.1 ms [2022-03-10 02:32:47 main:574] : INFO : Epoch 1742 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 43921.8 ms [2022-03-10 02:33:35 main:574] : INFO : Epoch 1743 | loss: 0.0311576 | val_loss: 0.0311614 | Time: 47765.9 ms [2022-03-10 02:34:19 main:574] : INFO : Epoch 1744 | loss: 0.0311578 | val_loss: 0.0311622 | Time: 44164.3 ms [2022-03-10 02:35:12 main:574] : INFO : Epoch 1745 | loss: 0.031159 | val_loss: 0.0311647 | Time: 52744.4 ms [2022-03-10 02:35:57 main:574] : INFO : Epoch 1746 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 44335.8 ms [2022-03-10 02:36:45 main:574] : INFO : Epoch 1747 | loss: 0.0311609 | val_loss: 0.0311629 | Time: 47925.4 ms [2022-03-10 02:37:29 main:574] : INFO : Epoch 1748 | loss: 0.0311612 | val_loss: 0.0311633 | Time: 44099.6 ms [2022-03-10 02:38:18 main:574] : INFO : Epoch 1749 | loss: 0.0311585 | val_loss: 0.0311643 | Time: 48928.9 ms [2022-03-10 02:39:02 main:574] : INFO : Epoch 1750 | loss: 0.0311592 | val_loss: 0.0311625 | Time: 44116.2 ms [2022-03-10 02:39:47 main:574] : INFO : Epoch 1751 | loss: 0.0311567 | val_loss: 0.0311631 | Time: 44043.3 ms [2022-03-10 02:40:35 main:574] : INFO : Epoch 1752 | loss: 0.0311564 | val_loss: 0.0311626 | Time: 47924.7 ms [2022-03-10 02:41:22 main:574] : INFO : Epoch 1753 | loss: 0.0311571 | val_loss: 0.03117 | Time: 47383.7 ms [2022-03-10 02:42:11 main:574] : INFO : Epoch 1754 | loss: 0.0311604 | val_loss: 0.0311661 | Time: 48602.5 ms [2022-03-10 02:42:55 main:574] : INFO : Epoch 1755 | loss: 0.0311565 | val_loss: 0.0311614 | Time: 43929.1 ms [2022-03-10 02:43:43 main:574] : INFO : Epoch 1756 | loss: 0.0311542 | val_loss: 0.0311615 | Time: 47140.5 ms [2022-03-10 02:44:27 main:574] : INFO : Epoch 1757 | loss: 0.0311535 | val_loss: 0.0311632 | Time: 44196.2 ms [2022-03-10 02:45:11 main:574] : INFO : Epoch 1758 | loss: 0.031155 | val_loss: 0.0311642 | Time: 44026.1 ms [2022-03-10 02:45:59 main:574] : INFO : Epoch 1759 | loss: 0.0311533 | val_loss: 0.0311631 | Time: 47664.1 ms [2022-03-10 02:46:43 main:574] : INFO : Epoch 1760 | loss: 0.0311534 | val_loss: 0.0311618 | Time: 44096.7 ms [2022-03-10 02:47:27 main:574] : INFO : Epoch 1761 | loss: 0.031153 | val_loss: 0.031162 | Time: 43992 ms [2022-03-10 02:48:12 main:574] : INFO : Epoch 1762 | loss: 0.0311516 | val_loss: 0.0311613 | Time: 44087.2 ms [2022-03-10 02:48:56 main:574] : INFO : Epoch 1763 | loss: 0.0311511 | val_loss: 0.0311603 | Time: 44072.3 ms [2022-03-10 02:49:40 main:574] : INFO : Epoch 1764 | loss: 0.0311516 | val_loss: 0.0311628 | Time: 44045.4 ms [2022-03-10 02:50:24 main:574] : INFO : Epoch 1765 | loss: 0.0311513 | val_loss: 0.0311624 | Time: 43973.3 ms [2022-03-10 02:51:08 main:574] : INFO : Epoch 1766 | loss: 0.0311506 | val_loss: 0.0311606 | Time: 44086.4 ms [2022-03-10 02:51:53 main:574] : INFO : Epoch 1767 | loss: 0.031151 | val_loss: 0.0311626 | Time: 44074.2 ms [2022-03-10 02:52:37 main:574] : INFO : Epoch 1768 | loss: 0.0311508 | val_loss: 0.0311609 | Time: 44075.7 ms [2022-03-10 02:53:21 main:574] : INFO : Epoch 1769 | loss: 0.0311498 | val_loss: 0.0311598 | Time: 44038.3 ms [2022-03-10 02:54:05 main:574] : INFO : Epoch 1770 | loss: 0.0311646 | val_loss: 0.0311642 | Time: 44070.6 ms [2022-03-10 02:54:49 main:574] : INFO : Epoch 1771 | loss: 0.0311694 | val_loss: 0.0311655 | Time: 44061.8 ms [2022-03-10 02:55:34 main:574] : INFO : Epoch 1772 | loss: 0.0311705 | val_loss: 0.0311673 | Time: 44071 ms [2022-03-10 02:56:18 main:574] : INFO : Epoch 1773 | loss: 0.0311661 | val_loss: 0.0311608 | Time: 44084.4 ms [2022-03-10 02:57:02 main:574] : INFO : Epoch 1774 | loss: 0.0311621 | val_loss: 0.0311612 | Time: 44070 ms [2022-03-10 02:57:46 main:574] : INFO : Epoch 1775 | loss: 0.0311616 | val_loss: 0.0311615 | Time: 44153.8 ms [2022-03-10 02:58:31 main:574] : INFO : Epoch 1776 | loss: 0.0311611 | val_loss: 0.031161 | Time: 44040 ms [2022-03-10 02:59:15 main:574] : INFO : Epoch 1777 | loss: 0.0311592 | val_loss: 0.0311608 | Time: 44056.4 ms [2022-03-10 02:59:59 main:574] : INFO : Epoch 1778 | loss: 0.0311601 | val_loss: 0.0311588 | Time: 43956.4 ms [2022-03-10 03:00:43 main:574] : INFO : Epoch 1779 | loss: 0.031159 | val_loss: 0.0311588 | Time: 44035.4 ms [2022-03-10 03:01:27 main:574] : INFO : Epoch 1780 | loss: 0.0311577 | val_loss: 0.0311581 | Time: 44240.8 ms [2022-03-10 03:02:11 main:574] : INFO : Epoch 1781 | loss: 0.0311574 | val_loss: 0.0311577 | Time: 44056.9 ms [2022-03-10 03:02:56 main:574] : INFO : Epoch 1782 | loss: 0.0311553 | val_loss: 0.0311566 | Time: 44063.8 ms [2022-03-10 03:03:40 main:574] : INFO : Epoch 1783 | loss: 0.0311547 | val_loss: 0.0311561 | Time: 44125.6 ms [2022-03-10 03:04:24 main:574] : INFO : Epoch 1784 | loss: 0.0311548 | val_loss: 0.0311566 | Time: 44122.8 ms [2022-03-10 03:05:08 main:574] : INFO : Epoch 1785 | loss: 0.0311535 | val_loss: 0.0311567 | Time: 44003.6 ms [2022-03-10 03:05:52 main:574] : INFO : Epoch 1786 | loss: 0.0311539 | val_loss: 0.0311564 | Time: 44047.9 ms [2022-03-10 03:06:37 main:574] : INFO : Epoch 1787 | loss: 0.0311526 | val_loss: 0.0311604 | Time: 44167.7 ms [2022-03-10 03:07:21 main:574] : INFO : Epoch 1788 | loss: 0.0311536 | val_loss: 0.0311572 | Time: 44095 ms [2022-03-10 03:08:05 main:574] : INFO : Epoch 1789 | loss: 0.0311513 | val_loss: 0.0311561 | Time: 44108.4 ms [2022-03-10 03:08:49 main:574] : INFO : Epoch 1790 | loss: 0.0311509 | val_loss: 0.0311547 | Time: 44138 ms [2022-03-10 03:09:34 main:574] : INFO : Epoch 1791 | loss: 0.0311509 | val_loss: 0.0311577 | Time: 44058.9 ms [2022-03-10 03:10:18 main:574] : INFO : Epoch 1792 | loss: 0.031151 | val_loss: 0.0311606 | Time: 44092.8 ms [2022-03-10 03:11:02 main:574] : INFO : Epoch 1793 | loss: 0.0311523 | val_loss: 0.0311572 | Time: 44007.5 ms [2022-03-10 03:11:46 main:574] : INFO : Epoch 1794 | loss: 0.0311513 | val_loss: 0.0311563 | Time: 44029.7 ms [2022-03-10 03:12:31 main:574] : INFO : Epoch 1795 | loss: 0.0311535 | val_loss: 0.031156 | Time: 44171.2 ms [2022-03-10 03:13:15 main:574] : INFO : Epoch 1796 | loss: 0.0311495 | val_loss: 0.0311569 | Time: 44061.8 ms [2022-03-10 03:13:59 main:574] : INFO : Epoch 1797 | loss: 0.031148 | val_loss: 0.0311578 | Time: 44103 ms [2022-03-10 03:14:43 main:574] : INFO : Epoch 1798 | loss: 0.0311488 | val_loss: 0.031164 | Time: 44164.7 ms [2022-03-10 03:15:28 main:574] : INFO : Epoch 1799 | loss: 0.0311525 | val_loss: 0.031169 | Time: 44109.9 ms [2022-03-10 03:16:12 main:574] : INFO : Epoch 1800 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 44026 ms [2022-03-10 03:16:56 main:574] : INFO : Epoch 1801 | loss: 0.0311488 | val_loss: 0.0311574 | Time: 44074 ms [2022-03-10 03:17:40 main:574] : INFO : Epoch 1802 | loss: 0.0311471 | val_loss: 0.0311562 | Time: 44093.2 ms [2022-03-10 03:18:25 main:574] : INFO : Epoch 1803 | loss: 0.0311474 | val_loss: 0.0311575 | Time: 44205.1 ms [2022-03-10 03:19:09 main:574] : INFO : Epoch 1804 | loss: 0.0311477 | val_loss: 0.03116 | Time: 44092.8 ms [2022-03-10 03:19:53 main:574] : INFO : Epoch 1805 | loss: 0.0311473 | val_loss: 0.0311577 | Time: 44021.1 ms [2022-03-10 03:20:37 main:574] : INFO : Epoch 1806 | loss: 0.0311494 | val_loss: 0.0311577 | Time: 44037 ms [2022-03-10 03:21:22 main:574] : INFO : Epoch 1807 | loss: 0.0311467 | val_loss: 0.0311581 | Time: 44081 ms [2022-03-10 03:22:06 main:574] : INFO : Epoch 1808 | loss: 0.0311454 | val_loss: 0.0311595 | Time: 44119.3 ms [2022-03-10 03:22:50 main:574] : INFO : Epoch 1809 | loss: 0.0311468 | val_loss: 0.0311604 | Time: 44122.8 ms [2022-03-10 03:23:34 main:574] : INFO : Epoch 1810 | loss: 0.0311471 | val_loss: 0.0311584 | Time: 44125.4 ms [2022-03-10 03:24:19 main:574] : INFO : Epoch 1811 | loss: 0.0311484 | val_loss: 0.0311619 | Time: 44071.1 ms [2022-03-10 03:25:03 main:574] : INFO : Epoch 1812 | loss: 0.0311491 | val_loss: 0.0311586 | Time: 44083.1 ms [2022-03-10 03:25:47 main:574] : INFO : Epoch 1813 | loss: 0.0311493 | val_loss: 0.0311576 | Time: 44076.3 ms [2022-03-10 03:26:31 main:574] : INFO : Epoch 1814 | loss: 0.0311493 | val_loss: 0.0311561 | Time: 44072.6 ms [2022-03-10 03:27:15 main:574] : INFO : Epoch 1815 | loss: 0.0311495 | val_loss: 0.031158 | Time: 44005.6 ms [2022-03-10 03:28:00 main:574] : INFO : Epoch 1816 | loss: 0.0311504 | val_loss: 0.0311581 | Time: 44141.7 ms [2022-03-10 03:28:44 main:574] : INFO : Epoch 1817 | loss: 0.031152 | val_loss: 0.0311605 | Time: 44063.6 ms [2022-03-10 03:29:29 main:574] : INFO : Epoch 1818 | loss: 0.0311644 | val_loss: 0.0311644 | Time: 44562.8 ms [2022-03-10 03:30:13 main:574] : INFO : Epoch 1819 | loss: 0.0311658 | val_loss: 0.0311641 | Time: 44188.6 ms [2022-03-10 03:30:57 main:574] : INFO : Epoch 1820 | loss: 0.0311636 | val_loss: 0.0311641 | Time: 44177.1 ms [2022-03-10 03:31:42 main:574] : INFO : Epoch 1821 | loss: 0.0311617 | val_loss: 0.0311651 | Time: 44054.8 ms [2022-03-10 03:32:26 main:574] : INFO : Epoch 1822 | loss: 0.0311618 | val_loss: 0.0311629 | Time: 44076.7 ms [2022-03-10 03:33:10 main:574] : INFO : Epoch 1823 | loss: 0.031159 | val_loss: 0.0311603 | Time: 44048.2 ms [2022-03-10 03:33:54 main:574] : INFO : Epoch 1824 | loss: 0.0311561 | val_loss: 0.0311583 | Time: 44035.4 ms [2022-03-10 03:34:39 main:574] : INFO : Epoch 1825 | loss: 0.031155 | val_loss: 0.031159 | Time: 44147.9 ms [2022-03-10 03:35:23 main:574] : INFO : Epoch 1826 | loss: 0.0311567 | val_loss: 0.0311636 | Time: 44096.6 ms [2022-03-10 03:36:07 main:574] : INFO : Epoch 1827 | loss: 0.0311566 | val_loss: 0.0311595 | Time: 44033.8 ms [2022-03-10 03:36:51 main:574] : INFO : Epoch 1828 | loss: 0.0311561 | val_loss: 0.0311622 | Time: 44066 ms [2022-03-10 03:37:36 main:574] : INFO : Epoch 1829 | loss: 0.0311567 | val_loss: 0.0311603 | Time: 44169.5 ms [2022-03-10 03:38:20 main:574] : INFO : Epoch 1830 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 44100.7 ms [2022-03-10 03:39:04 main:574] : INFO : Epoch 1831 | loss: 0.0311544 | val_loss: 0.0311619 | Time: 44127.3 ms [2022-03-10 03:39:49 main:574] : INFO : Epoch 1832 | loss: 0.0311602 | val_loss: 0.0311659 | Time: 44071.1 ms [2022-03-10 03:40:33 main:574] : INFO : Epoch 1833 | loss: 0.0311589 | val_loss: 0.0311596 | Time: 44084.8 ms [2022-03-10 03:41:17 main:574] : INFO : Epoch 1834 | loss: 0.0311555 | val_loss: 0.0311582 | Time: 44035.1 ms [2022-03-10 03:42:01 main:574] : INFO : Epoch 1835 | loss: 0.0311547 | val_loss: 0.031156 | Time: 44002.4 ms [2022-03-10 03:42:45 main:574] : INFO : Epoch 1836 | loss: 0.0311546 | val_loss: 0.0311568 | Time: 44068.8 ms [2022-03-10 03:43:30 main:574] : INFO : Epoch 1837 | loss: 0.0311536 | val_loss: 0.0311572 | Time: 44154.2 ms [2022-03-10 03:44:14 main:574] : INFO : Epoch 1838 | loss: 0.031153 | val_loss: 0.0311566 | Time: 44050.4 ms [2022-03-10 03:44:58 main:574] : INFO : Epoch 1839 | loss: 0.0311536 | val_loss: 0.0311578 | Time: 44088.7 ms [2022-03-10 03:45:42 main:574] : INFO : Epoch 1840 | loss: 0.0311525 | val_loss: 0.031158 | Time: 44067 ms [2022-03-10 03:46:26 main:574] : INFO : Epoch 1841 | loss: 0.0311527 | val_loss: 0.0311605 | Time: 44059.5 ms [2022-03-10 03:47:11 main:574] : INFO : Epoch 1842 | loss: 0.0311518 | val_loss: 0.0311569 | Time: 44116.4 ms [2022-03-10 03:47:55 main:574] : INFO : Epoch 1843 | loss: 0.0311527 | val_loss: 0.0311574 | Time: 44125.2 ms [2022-03-10 03:48:39 main:574] : INFO : Epoch 1844 | loss: 0.0311509 | val_loss: 0.0311588 | Time: 44142.3 ms [2022-03-10 03:49:23 main:574] : INFO : Epoch 1845 | loss: 0.0311492 | val_loss: 0.031159 | Time: 44099.7 ms [2022-03-10 03:50:08 main:574] : INFO : Epoch 1846 | loss: 0.03115 | val_loss: 0.031159 | Time: 44181.8 ms [2022-03-10 03:50:52 main:574] : INFO : Epoch 1847 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 44095.7 ms [2022-03-10 03:51:36 main:574] : INFO : Epoch 1848 | loss: 0.031152 | val_loss: 0.0311651 | Time: 44159.2 ms [2022-03-10 03:52:21 main:574] : INFO : Epoch 1849 | loss: 0.0311553 | val_loss: 0.0311598 | Time: 44054.2 ms [2022-03-10 03:53:05 main:574] : INFO : Epoch 1850 | loss: 0.0311539 | val_loss: 0.0311571 | Time: 44035.4 ms [2022-03-10 03:53:49 main:574] : INFO : Epoch 1851 | loss: 0.0311523 | val_loss: 0.0311582 | Time: 44107.1 ms [2022-03-10 03:54:33 main:574] : INFO : Epoch 1852 | loss: 0.0311527 | val_loss: 0.0311585 | Time: 44091 ms [2022-03-10 03:55:17 main:574] : INFO : Epoch 1853 | loss: 0.0311517 | val_loss: 0.0311582 | Time: 44025.5 ms [2022-03-10 03:56:02 main:574] : INFO : Epoch 1854 | loss: 0.0311532 | val_loss: 0.0311585 | Time: 44012 ms [2022-03-10 03:56:46 main:574] : INFO : Epoch 1855 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 44100.5 ms [2022-03-10 03:57:30 main:574] : INFO : Epoch 1856 | loss: 0.0311583 | val_loss: 0.0311593 | Time: 44076.7 ms [2022-03-10 03:58:14 main:574] : INFO : Epoch 1857 | loss: 0.0311576 | val_loss: 0.0311565 | Time: 44172.8 ms [2022-03-10 03:58:59 main:574] : INFO : Epoch 1858 | loss: 0.0311551 | val_loss: 0.0311571 | Time: 44092.3 ms [2022-03-10 03:59:43 main:574] : INFO : Epoch 1859 | loss: 0.0311549 | val_loss: 0.0311607 | Time: 44037.5 ms [2022-03-10 04:00:27 main:574] : INFO : Epoch 1860 | loss: 0.0311531 | val_loss: 0.031162 | Time: 44080.5 ms [2022-03-10 04:01:11 main:574] : INFO : Epoch 1861 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 44058.9 ms [2022-03-10 04:01:55 main:574] : INFO : Epoch 1862 | loss: 0.0311524 | val_loss: 0.03116 | Time: 44050.6 ms [2022-03-10 04:02:40 main:574] : INFO : Epoch 1863 | loss: 0.0311486 | val_loss: 0.0311586 | Time: 44180.7 ms [2022-03-10 04:03:24 main:574] : INFO : Epoch 1864 | loss: 0.0311473 | val_loss: 0.0311587 | Time: 44183.4 ms [2022-03-10 04:04:08 main:574] : INFO : Epoch 1865 | loss: 0.0311474 | val_loss: 0.0311572 | Time: 43996.4 ms [2022-03-10 04:04:52 main:574] : INFO : Epoch 1866 | loss: 0.0311519 | val_loss: 0.0311593 | Time: 44106 ms [2022-03-10 04:05:37 main:574] : INFO : Epoch 1867 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 44086.9 ms [2022-03-10 04:06:21 main:574] : INFO : Epoch 1868 | loss: 0.031159 | val_loss: 0.0311601 | Time: 44085.7 ms [2022-03-10 04:07:05 main:574] : INFO : Epoch 1869 | loss: 0.0311542 | val_loss: 0.0311601 | Time: 44113.3 ms [2022-03-10 04:07:49 main:574] : INFO : Epoch 1870 | loss: 0.031152 | val_loss: 0.0311548 | Time: 44109.6 ms [2022-03-10 04:08:34 main:574] : INFO : Epoch 1871 | loss: 0.0311513 | val_loss: 0.0311548 | Time: 44041.1 ms [2022-03-10 04:09:18 main:574] : INFO : Epoch 1872 | loss: 0.031151 | val_loss: 0.031157 | Time: 44061.3 ms [2022-03-10 04:10:02 main:574] : INFO : Epoch 1873 | loss: 0.0311529 | val_loss: 0.0311628 | Time: 44046.5 ms [2022-03-10 04:10:46 main:574] : INFO : Epoch 1874 | loss: 0.0311526 | val_loss: 0.0311572 | Time: 44102.3 ms [2022-03-10 04:11:30 main:574] : INFO : Epoch 1875 | loss: 0.0311499 | val_loss: 0.0311541 | Time: 44058.6 ms [2022-03-10 04:12:14 main:574] : INFO : Epoch 1876 | loss: 0.0311492 | val_loss: 0.0311543 | Time: 44110.2 ms [2022-03-10 04:12:59 main:574] : INFO : Epoch 1877 | loss: 0.0311521 | val_loss: 0.0311572 | Time: 44066.2 ms [2022-03-10 04:13:43 main:574] : INFO : Epoch 1878 | loss: 0.0311505 | val_loss: 0.031158 | Time: 44012.1 ms [2022-03-10 04:14:27 main:574] : INFO : Epoch 1879 | loss: 0.031151 | val_loss: 0.0311614 | Time: 44165.3 ms [2022-03-10 04:15:11 main:574] : INFO : Epoch 1880 | loss: 0.0311487 | val_loss: 0.0311546 | Time: 43991.5 ms [2022-03-10 04:15:55 main:574] : INFO : Epoch 1881 | loss: 0.0311486 | val_loss: 0.0311589 | Time: 44045.6 ms [2022-03-10 04:16:40 main:574] : INFO : Epoch 1882 | loss: 0.0311465 | val_loss: 0.0311549 | Time: 44032.2 ms [2022-03-10 04:17:24 main:574] : INFO : Epoch 1883 | loss: 0.031146 | val_loss: 0.0311562 | Time: 44046.6 ms [2022-03-10 04:18:08 main:574] : INFO : Epoch 1884 | loss: 0.0311446 | val_loss: 0.031157 | Time: 44065.4 ms [2022-03-10 04:18:52 main:574] : INFO : Epoch 1885 | loss: 0.0311443 | val_loss: 0.0311561 | Time: 44031.2 ms [2022-03-10 04:19:36 main:574] : INFO : Epoch 1886 | loss: 0.0311439 | val_loss: 0.031155 | Time: 44038.2 ms [2022-03-10 04:20:20 main:574] : INFO : Epoch 1887 | loss: 0.0311446 | val_loss: 0.0311539 | Time: 44081 ms [2022-03-10 04:21:05 main:574] : INFO : Epoch 1888 | loss: 0.0311463 | val_loss: 0.0311578 | Time: 44096.2 ms [2022-03-10 04:21:49 main:574] : INFO : Epoch 1889 | loss: 0.0311476 | val_loss: 0.0311567 | Time: 44200.1 ms [2022-03-10 04:22:33 main:574] : INFO : Epoch 1890 | loss: 0.0311481 | val_loss: 0.0311565 | Time: 44107.7 ms [2022-03-10 04:23:17 main:574] : INFO : Epoch 1891 | loss: 0.0311459 | val_loss: 0.0311574 | Time: 44046.7 ms [2022-03-10 04:24:02 main:574] : INFO : Epoch 1892 | loss: 0.0311465 | val_loss: 0.0311544 | Time: 44058.5 ms [2022-03-10 04:24:46 main:574] : INFO : Epoch 1893 | loss: 0.0311439 | val_loss: 0.0311568 | Time: 44059.2 ms [2022-03-10 04:25:30 main:574] : INFO : Epoch 1894 | loss: 0.0311427 | val_loss: 0.0311554 | Time: 44050.9 ms [2022-03-10 04:26:14 main:574] : INFO : Epoch 1895 | loss: 0.0311463 | val_loss: 0.0311552 | Time: 44057.7 ms [2022-03-10 04:26:58 main:574] : INFO : Epoch 1896 | loss: 0.0311449 | val_loss: 0.0311578 | Time: 44201.6 ms [2022-03-10 04:27:42 main:574] : INFO : Epoch 1897 | loss: 0.0311456 | val_loss: 0.0311543 | Time: 44025.6 ms [2022-03-10 04:28:27 main:574] : INFO : Epoch 1898 | loss: 0.031149 | val_loss: 0.0311559 | Time: 44273.4 ms [2022-03-10 04:29:11 main:574] : INFO : Epoch 1899 | loss: 0.031148 | val_loss: 0.0311575 | Time: 44022.9 ms [2022-03-10 04:29:55 main:574] : INFO : Epoch 1900 | loss: 0.0311464 | val_loss: 0.0311586 | Time: 44137.1 ms [2022-03-10 04:30:39 main:574] : INFO : Epoch 1901 | loss: 0.0311469 | val_loss: 0.0311608 | Time: 44064.6 ms [2022-03-10 04:31:24 main:574] : INFO : Epoch 1902 | loss: 0.0311447 | val_loss: 0.0311591 | Time: 44053.3 ms [2022-03-10 04:32:08 main:574] : INFO : Epoch 1903 | loss: 0.0311433 | val_loss: 0.0311602 | Time: 44156.9 ms [2022-03-10 04:32:52 main:574] : INFO : Epoch 1904 | loss: 0.0311449 | val_loss: 0.0311593 | Time: 44032.2 ms [2022-03-10 04:33:36 main:574] : INFO : Epoch 1905 | loss: 0.0311431 | val_loss: 0.0311608 | Time: 44091.2 ms [2022-03-10 04:34:20 main:574] : INFO : Epoch 1906 | loss: 0.0311418 | val_loss: 0.0311587 | Time: 44090.3 ms [2022-03-10 04:35:05 main:574] : INFO : Epoch 1907 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 44058.1 ms [2022-03-10 04:35:49 main:574] : INFO : Epoch 1908 | loss: 0.0311433 | val_loss: 0.0311626 | Time: 44076.8 ms [2022-03-10 04:36:33 main:574] : INFO : Epoch 1909 | loss: 0.0311474 | val_loss: 0.0311614 | Time: 44010.9 ms [2022-03-10 04:37:17 main:574] : INFO : Epoch 1910 | loss: 0.0311481 | val_loss: 0.0311606 | Time: 44048 ms [2022-03-10 04:38:01 main:574] : INFO : Epoch 1911 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 44013.7 ms [2022-03-10 04:38:45 main:574] : INFO : Epoch 1912 | loss: 0.0311442 | val_loss: 0.031163 | Time: 43985.5 ms [2022-03-10 04:39:29 main:574] : INFO : Epoch 1913 | loss: 0.0311442 | val_loss: 0.0311612 | Time: 44003.3 ms [2022-03-10 04:40:14 main:574] : INFO : Epoch 1914 | loss: 0.0311441 | val_loss: 0.0311614 | Time: 44098.6 ms [2022-03-10 04:40:58 main:574] : INFO : Epoch 1915 | loss: 0.0311441 | val_loss: 0.031161 | Time: 44042.1 ms [2022-03-10 04:41:42 main:574] : INFO : Epoch 1916 | loss: 0.0311407 | val_loss: 0.0311565 | Time: 44064.3 ms [2022-03-10 04:42:26 main:574] : INFO : Epoch 1917 | loss: 0.031141 | val_loss: 0.0311567 | Time: 44043.6 ms [2022-03-10 04:43:11 main:574] : INFO : Epoch 1918 | loss: 0.0311411 | val_loss: 0.0311581 | Time: 44162.5 ms [2022-03-10 04:43:55 main:574] : INFO : Epoch 1919 | loss: 0.0311405 | val_loss: 0.0311593 | Time: 44163.7 ms [2022-03-10 04:44:39 main:574] : INFO : Epoch 1920 | loss: 0.0311407 | val_loss: 0.0311587 | Time: 44112.3 ms [2022-03-10 04:45:23 main:574] : INFO : Epoch 1921 | loss: 0.0311387 | val_loss: 0.0311549 | Time: 44001.6 ms [2022-03-10 04:46:08 main:574] : INFO : Epoch 1922 | loss: 0.0311397 | val_loss: 0.0311602 | Time: 44040.8 ms [2022-03-10 04:46:52 main:574] : INFO : Epoch 1923 | loss: 0.0311403 | val_loss: 0.0311569 | Time: 44050.4 ms [2022-03-10 04:47:36 main:574] : INFO : Epoch 1924 | loss: 0.0311409 | val_loss: 0.0311574 | Time: 44104.8 ms [2022-03-10 04:48:20 main:574] : INFO : Epoch 1925 | loss: 0.0311442 | val_loss: 0.0311568 | Time: 43993.5 ms [2022-03-10 04:49:04 main:574] : INFO : Epoch 1926 | loss: 0.0311448 | val_loss: 0.0311564 | Time: 43987.9 ms [2022-03-10 04:49:48 main:574] : INFO : Epoch 1927 | loss: 0.0311436 | val_loss: 0.0311572 | Time: 44131 ms [2022-03-10 04:50:33 main:574] : INFO : Epoch 1928 | loss: 0.0311442 | val_loss: 0.0311571 | Time: 44094 ms [2022-03-10 04:51:17 main:574] : INFO : Epoch 1929 | loss: 0.031146 | val_loss: 0.0311585 | Time: 44102.1 ms [2022-03-10 04:52:01 main:574] : INFO : Epoch 1930 | loss: 0.0311431 | val_loss: 0.0311531 | Time: 44074.3 ms [2022-03-10 04:52:45 main:574] : INFO : Epoch 1931 | loss: 0.0311405 | val_loss: 0.0311571 | Time: 44296.6 ms [2022-03-10 04:53:30 main:574] : INFO : Epoch 1932 | loss: 0.0311387 | val_loss: 0.0311567 | Time: 44065.9 ms [2022-03-10 04:54:14 main:574] : INFO : Epoch 1933 | loss: 0.031138 | val_loss: 0.0311541 | Time: 44110.5 ms [2022-03-10 04:54:58 main:574] : INFO : Epoch 1934 | loss: 0.0311391 | val_loss: 0.0311583 | Time: 44049.4 ms [2022-03-10 04:55:42 main:574] : INFO : Epoch 1935 | loss: 0.0311419 | val_loss: 0.0311585 | Time: 43990.6 ms [2022-03-10 04:56:26 main:574] : INFO : Epoch 1936 | loss: 0.0311414 | val_loss: 0.0311639 | Time: 44058.2 ms [2022-03-10 04:57:11 main:574] : INFO : Epoch 1937 | loss: 0.0311421 | val_loss: 0.0311554 | Time: 44077.1 ms [2022-03-10 04:57:55 main:574] : INFO : Epoch 1938 | loss: 0.0311407 | val_loss: 0.0311576 | Time: 44060.8 ms [2022-03-10 04:58:39 main:574] : INFO : Epoch 1939 | loss: 0.0311415 | val_loss: 0.0311583 | Time: 44162.4 ms [2022-03-10 04:59:23 main:574] : INFO : Epoch 1940 | loss: 0.0311413 | val_loss: 0.0311593 | Time: 44165.7 ms [2022-03-10 05:00:08 main:574] : INFO : Epoch 1941 | loss: 0.0311384 | val_loss: 0.0311549 | Time: 43986.6 ms [2022-03-10 05:00:52 main:574] : INFO : Epoch 1942 | loss: 0.0311451 | val_loss: 0.0311511 | Time: 44032.5 ms [2022-03-10 05:01:36 main:574] : INFO : Epoch 1943 | loss: 0.0311437 | val_loss: 0.0311569 | Time: 43999.8 ms [2022-03-10 05:02:20 main:574] : INFO : Epoch 1944 | loss: 0.0311428 | val_loss: 0.0311517 | Time: 44090.9 ms [2022-03-10 05:03:04 main:574] : INFO : Epoch 1945 | loss: 0.0311419 | val_loss: 0.0311507 | Time: 44135.4 ms [2022-03-10 05:03:49 main:574] : INFO : Epoch 1946 | loss: 0.0311399 | val_loss: 0.0311532 | Time: 44152.5 ms [2022-03-10 05:04:33 main:574] : INFO : Epoch 1947 | loss: 0.0311413 | val_loss: 0.0311543 | Time: 44007.2 ms [2022-03-10 05:05:17 main:574] : INFO : Epoch 1948 | loss: 0.0311424 | val_loss: 0.0311544 | Time: 44050.6 ms [2022-03-10 05:06:01 main:574] : INFO : Epoch 1949 | loss: 0.0311371 | val_loss: 0.0311522 | Time: 44004.5 ms [2022-03-10 05:06:45 main:574] : INFO : Epoch 1950 | loss: 0.031137 | val_loss: 0.0311555 | Time: 44066.9 ms [2022-03-10 05:07:30 main:574] : INFO : Epoch 1951 | loss: 0.0311388 | val_loss: 0.0311552 | Time: 44115.4 ms [2022-03-10 05:08:14 main:574] : INFO : Epoch 1952 | loss: 0.0311363 | val_loss: 0.0311529 | Time: 44112.8 ms [2022-03-10 05:08:58 main:574] : INFO : Epoch 1953 | loss: 0.0311363 | val_loss: 0.0311552 | Time: 44019.6 ms [2022-03-10 05:09:42 main:574] : INFO : Epoch 1954 | loss: 0.0311387 | val_loss: 0.0311571 | Time: 44089.4 ms [2022-03-10 05:10:26 main:574] : INFO : Epoch 1955 | loss: 0.0311387 | val_loss: 0.0311556 | Time: 44095.5 ms [2022-03-10 05:11:11 main:574] : INFO : Epoch 1956 | loss: 0.0311407 | val_loss: 0.0311553 | Time: 44228.4 ms [2022-03-10 05:11:55 main:574] : INFO : Epoch 1957 | loss: 0.031141 | val_loss: 0.0311572 | Time: 44090.7 ms [2022-03-10 05:12:39 main:574] : INFO : Epoch 1958 | loss: 0.0311391 | val_loss: 0.0311503 | Time: 44118.6 ms [2022-03-10 05:13:23 main:574] : INFO : Epoch 1959 | loss: 0.0311411 | val_loss: 0.031156 | Time: 44017 ms [2022-03-10 05:14:07 main:574] : INFO : Epoch 1960 | loss: 0.0311423 | val_loss: 0.0311539 | Time: 44099.8 ms [2022-03-10 05:14:52 main:574] : INFO : Epoch 1961 | loss: 0.0311398 | val_loss: 0.0311503 | Time: 44062.8 ms [2022-03-10 05:15:36 main:574] : INFO : Epoch 1962 | loss: 0.0311406 | val_loss: 0.0311544 | Time: 44098.5 ms [2022-03-10 05:16:20 main:574] : INFO : Epoch 1963 | loss: 0.0311396 | val_loss: 0.0311523 | Time: 44028.4 ms [2022-03-10 05:17:04 main:574] : INFO : Epoch 1964 | loss: 0.0311385 | val_loss: 0.0311531 | Time: 44057.9 ms [2022-03-10 05:17:48 main:574] : INFO : Epoch 1965 | loss: 0.0311421 | val_loss: 0.0311513 | Time: 44043.7 ms [2022-03-10 05:18:33 main:574] : INFO : Epoch 1966 | loss: 0.0311426 | val_loss: 0.0311501 | Time: 44087.5 ms [2022-03-10 05:19:17 main:574] : INFO : Epoch 1967 | loss: 0.0311392 | val_loss: 0.0311491 | Time: 44036.6 ms [2022-03-10 05:20:01 main:574] : INFO : Epoch 1968 | loss: 0.0311401 | val_loss: 0.0311505 | Time: 44083.2 ms [2022-03-10 05:20:45 main:574] : INFO : Epoch 1969 | loss: 0.031137 | val_loss: 0.0311503 | Time: 44135.8 ms [2022-03-10 05:21:29 main:574] : INFO : Epoch 1970 | loss: 0.0311366 | val_loss: 0.0311514 | Time: 44073.1 ms [2022-03-10 05:22:14 main:574] : INFO : Epoch 1971 | loss: 0.0311372 | val_loss: 0.0311513 | Time: 44075 ms [2022-03-10 05:22:58 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311629 | Time: 44073.7 ms [2022-03-10 05:23:42 main:574] : INFO : Epoch 1973 | loss: 0.031152 | val_loss: 0.0311534 | Time: 43954.4 ms [2022-03-10 05:24:26 main:574] : INFO : Epoch 1974 | loss: 0.0311524 | val_loss: 0.0311553 | Time: 44056.3 ms [2022-03-10 05:25:10 main:574] : INFO : Epoch 1975 | loss: 0.0311578 | val_loss: 0.0311589 | Time: 43959.6 ms [2022-03-10 05:25:54 main:574] : INFO : Epoch 1976 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 44100.7 ms [2022-03-10 05:26:39 main:574] : INFO : Epoch 1977 | loss: 0.0311842 | val_loss: 0.0311944 | Time: 44040 ms [2022-03-10 05:27:23 main:574] : INFO : Epoch 1978 | loss: 0.0311917 | val_loss: 0.0312067 | Time: 44092.9 ms [2022-03-10 05:28:07 main:574] : INFO : Epoch 1979 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 44154.4 ms [2022-03-10 05:28:51 main:574] : INFO : Epoch 1980 | loss: 0.0311878 | val_loss: 0.031196 | Time: 44071.2 ms [2022-03-10 05:29:36 main:574] : INFO : Epoch 1981 | loss: 0.0311853 | val_loss: 0.0311883 | Time: 44123.3 ms [2022-03-10 05:30:20 main:574] : INFO : Epoch 1982 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 44267.4 ms [2022-03-10 05:31:04 main:574] : INFO : Epoch 1983 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 43962.1 ms [2022-03-10 05:31:48 main:574] : INFO : Epoch 1984 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 44067.3 ms [2022-03-10 05:32:32 main:574] : INFO : Epoch 1985 | loss: 0.0311773 | val_loss: 0.0311829 | Time: 44051.6 ms [2022-03-10 05:33:17 main:574] : INFO : Epoch 1986 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 44071.4 ms [2022-03-10 05:34:01 main:574] : INFO : Epoch 1987 | loss: 0.0311765 | val_loss: 0.0311849 | Time: 44173.5 ms [2022-03-10 05:34:45 main:574] : INFO : Epoch 1988 | loss: 0.0311786 | val_loss: 0.0311903 | Time: 44165.4 ms [2022-03-10 05:35:29 main:574] : INFO : Epoch 1989 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 44073.7 ms [2022-03-10 05:36:14 main:574] : INFO : Epoch 1990 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 44038.6 ms [2022-03-10 05:36:58 main:574] : INFO : Epoch 1991 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 44083.5 ms [2022-03-10 05:37:42 main:574] : INFO : Epoch 1992 | loss: 0.0311749 | val_loss: 0.0311811 | Time: 44062.6 ms [2022-03-10 05:38:26 main:574] : INFO : Epoch 1993 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 44013.6 ms [2022-03-10 05:39:10 main:574] : INFO : Epoch 1994 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 44053.7 ms [2022-03-10 05:39:55 main:574] : INFO : Epoch 1995 | loss: 0.0311718 | val_loss: 0.0311873 | Time: 44057.2 ms [2022-03-10 05:40:39 main:574] : INFO : Epoch 1996 | loss: 0.0311729 | val_loss: 0.031184 | Time: 44092.4 ms [2022-03-10 05:41:23 main:574] : INFO : Epoch 1997 | loss: 0.0311695 | val_loss: 0.0311809 | Time: 44132.5 ms [2022-03-10 05:42:07 main:574] : INFO : Epoch 1998 | loss: 0.0311708 | val_loss: 0.0311827 | Time: 44124.2 ms [2022-03-10 05:42:52 main:574] : INFO : Epoch 1999 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 44019.3 ms [2022-03-10 05:43:36 main:574] : INFO : Epoch 2000 | loss: 0.0311693 | val_loss: 0.0311816 | Time: 44143.1 ms [2022-03-10 05:44:20 main:574] : INFO : Epoch 2001 | loss: 0.0311681 | val_loss: 0.031181 | Time: 44090.2 ms [2022-03-10 05:45:04 main:574] : INFO : Epoch 2002 | loss: 0.0311686 | val_loss: 0.0311863 | Time: 44044.1 ms [2022-03-10 05:45:49 main:574] : INFO : Epoch 2003 | loss: 0.031167 | val_loss: 0.0311806 | Time: 44140.2 ms [2022-03-10 05:46:33 main:574] : INFO : Epoch 2004 | loss: 0.0311669 | val_loss: 0.0311819 | Time: 44023.5 ms [2022-03-10 05:47:17 main:574] : INFO : Epoch 2005 | loss: 0.0311663 | val_loss: 0.03118 | Time: 44214.2 ms [2022-03-10 05:48:02 main:574] : INFO : Epoch 2006 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 44664.1 ms [2022-03-10 05:48:48 main:574] : INFO : Epoch 2007 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 45517.5 ms [2022-03-10 05:49:34 main:574] : INFO : Epoch 2008 | loss: 0.0311663 | val_loss: 0.0311786 | Time: 45388.2 ms [2022-03-10 05:50:23 main:574] : INFO : Epoch 2009 | loss: 0.0311663 | val_loss: 0.031184 | Time: 48952.7 ms [2022-03-10 05:51:12 main:574] : INFO : Epoch 2010 | loss: 0.0311642 | val_loss: 0.0311807 | Time: 48425.1 ms [2022-03-10 05:51:56 main:574] : INFO : Epoch 2011 | loss: 0.0311642 | val_loss: 0.03118 | Time: 44132 ms [2022-03-10 05:52:40 main:574] : INFO : Epoch 2012 | loss: 0.0311627 | val_loss: 0.0311811 | Time: 44136.3 ms [2022-03-10 05:53:24 main:574] : INFO : Epoch 2013 | loss: 0.031165 | val_loss: 0.0311803 | Time: 44077.4 ms [2022-03-10 05:54:10 main:574] : INFO : Epoch 2014 | loss: 0.0311673 | val_loss: 0.0311892 | Time: 45139.4 ms [2022-03-10 05:54:55 main:574] : INFO : Epoch 2015 | loss: 0.0311653 | val_loss: 0.0311808 | Time: 44648.2 ms [2022-03-10 05:55:39 main:574] : INFO : Epoch 2016 | loss: 0.0311649 | val_loss: 0.0311818 | Time: 44158 ms [2022-03-10 05:56:24 main:574] : INFO : Epoch 2017 | loss: 0.031163 | val_loss: 0.0311838 | Time: 44252.7 ms [2022-03-10 05:57:08 main:574] : INFO : Epoch 2018 | loss: 0.0311642 | val_loss: 0.0311823 | Time: 44328.9 ms [2022-03-10 05:57:53 main:574] : INFO : Epoch 2019 | loss: 0.0311621 | val_loss: 0.0311833 | Time: 44646.8 ms [2022-03-10 05:58:42 main:574] : INFO : Epoch 2020 | loss: 0.0311614 | val_loss: 0.0311834 | Time: 49169.6 ms [2022-03-10 05:59:29 main:574] : INFO : Epoch 2021 | loss: 0.0311621 | val_loss: 0.0311811 | Time: 46330.2 ms [2022-03-10 06:00:16 main:574] : INFO : Epoch 2022 | loss: 0.0311632 | val_loss: 0.0311816 | Time: 47482.1 ms [2022-03-10 06:01:01 main:574] : INFO : Epoch 2023 | loss: 0.0311622 | val_loss: 0.0311813 | Time: 44271.2 ms [2022-03-10 06:01:46 main:574] : INFO : Epoch 2024 | loss: 0.031163 | val_loss: 0.0311813 | Time: 44926.8 ms [2022-03-10 06:02:30 main:574] : INFO : Epoch 2025 | loss: 0.0311635 | val_loss: 0.03118 | Time: 44363.6 ms [2022-03-10 06:03:21 main:574] : INFO : Epoch 2026 | loss: 0.031175 | val_loss: 0.0311982 | Time: 50132.7 ms [2022-03-10 06:04:05 main:574] : INFO : Epoch 2027 | loss: 0.0312043 | val_loss: 0.0312126 | Time: 44435.2 ms [2022-03-10 06:04:53 main:574] : INFO : Epoch 2028 | loss: 0.0312154 | val_loss: 0.0312238 | Time: 47776.3 ms [2022-03-10 06:05:38 main:574] : INFO : Epoch 2029 | loss: 0.0312126 | val_loss: 0.0312116 | Time: 44338.5 ms [2022-03-10 06:06:22 main:574] : INFO : Epoch 2030 | loss: 0.03121 | val_loss: 0.0312112 | Time: 44402.5 ms [2022-03-10 06:07:07 main:574] : INFO : Epoch 2031 | loss: 0.0312107 | val_loss: 0.03122 | Time: 44416.3 ms [2022-03-10 06:07:51 main:574] : INFO : Epoch 2032 | loss: 0.0312107 | val_loss: 0.0312168 | Time: 44353.5 ms [2022-03-10 06:08:36 main:574] : INFO : Epoch 2033 | loss: 0.0312109 | val_loss: 0.0312156 | Time: 44269.9 ms [2022-03-10 06:09:20 main:574] : INFO : Epoch 2034 | loss: 0.0312082 | val_loss: 0.0312091 | Time: 44212 ms [2022-03-10 06:10:04 main:574] : INFO : Epoch 2035 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 44249.7 ms [2022-03-10 06:10:49 main:574] : INFO : Epoch 2036 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 44411.1 ms [2022-03-10 06:11:36 main:574] : INFO : Epoch 2037 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 47140.5 ms [2022-03-10 06:12:24 main:574] : INFO : Epoch 2038 | loss: 0.0312028 | val_loss: 0.0312062 | Time: 47920.9 ms [2022-03-10 06:13:12 main:574] : INFO : Epoch 2039 | loss: 0.0312009 | val_loss: 0.0312046 | Time: 47465.2 ms [2022-03-10 06:13:57 main:574] : INFO : Epoch 2040 | loss: 0.0312016 | val_loss: 0.0312047 | Time: 44563.6 ms [2022-03-10 06:14:44 main:574] : INFO : Epoch 2041 | loss: 0.0312007 | val_loss: 0.0312031 | Time: 47052.7 ms [2022-03-10 06:15:29 main:574] : INFO : Epoch 2042 | loss: 0.0311999 | val_loss: 0.0312041 | Time: 44387.7 ms [2022-03-10 06:16:13 main:574] : INFO : Epoch 2043 | loss: 0.0312013 | val_loss: 0.0312051 | Time: 44179.6 ms [2022-03-10 06:17:00 main:574] : INFO : Epoch 2044 | loss: 0.0312005 | val_loss: 0.0312021 | Time: 47095.8 ms [2022-03-10 06:17:45 main:574] : INFO : Epoch 2045 | loss: 0.0311984 | val_loss: 0.0312015 | Time: 44249.6 ms [2022-03-10 06:18:31 main:574] : INFO : Epoch 2046 | loss: 0.0311991 | val_loss: 0.031201 | Time: 44873.6 ms [2022-03-10 06:19:16 main:574] : INFO : Epoch 2047 | loss: 0.0311986 | val_loss: 0.0312037 | Time: 44431.5 ms [2022-03-10 06:20:01 main:574] : INFO : Epoch 2048 | loss: 0.0311984 | val_loss: 0.0312021 | Time: 44391.5 ms [2022-03-10 06:20:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312021 [2022-03-10 06:20:01 main:603] : INFO : Saving end state to config to file [2022-03-10 06:20:02 main:608] : INFO : Success, exiting.. 06:20:02 (2140): 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)