Task 14342716
| Name | ParityModified-1647042925-26391-3-0_0 |
| Workunit | 11392035 |
| Created | 4 Apr 2022, 7:12:49 UTC |
| Sent | 9 Apr 2022, 11:15:34 UTC |
| Report deadline | 17 Apr 2022, 11:15:34 UTC |
| Received | 21 Apr 2022, 12:45:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17938 |
| Run time | 13 hours 19 min 22 sec |
| CPU time | 10 hours 14 min 21 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 4,017.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 21 11:59:34 main:574] : INFO : Epoch 1542 | loss: 0.0311347 | val_loss: 0.0311515 | Time: 21288.4 ms [2022-04-21 11:59:54 main:574] : INFO : Epoch 1543 | loss: 0.0311339 | val_loss: 0.0311532 | Time: 20014.1 ms [2022-04-21 12:00:15 main:574] : INFO : Epoch 1544 | loss: 0.0311334 | val_loss: 0.0311511 | Time: 20938.5 ms [2022-04-21 12:00:35 main:574] : INFO : Epoch 1545 | loss: 0.0311348 | val_loss: 0.031157 | Time: 19885.2 ms [2022-04-21 12:00:55 main:574] : INFO : Epoch 1546 | loss: 0.0311369 | val_loss: 0.0311593 | Time: 20437.5 ms [2022-04-21 12:01:16 main:574] : INFO : Epoch 1547 | loss: 0.0311409 | val_loss: 0.0311538 | Time: 20643.1 ms [2022-04-21 12:01:35 main:574] : INFO : Epoch 1548 | loss: 0.0311362 | val_loss: 0.0311511 | Time: 19402.2 ms [2022-04-21 12:01:55 main:574] : INFO : Epoch 1549 | loss: 0.0311368 | val_loss: 0.0311556 | Time: 19987.7 ms [2022-04-21 12:02:16 main:574] : INFO : Epoch 1550 | loss: 0.0311371 | val_loss: 0.0311576 | Time: 21075.9 ms [2022-04-21 12:02:36 main:574] : INFO : Epoch 1551 | loss: 0.0311378 | val_loss: 0.031162 | Time: 19830.3 ms [2022-04-21 12:02:57 main:574] : INFO : Epoch 1552 | loss: 0.0311419 | val_loss: 0.031152 | Time: 20339.3 ms [2022-04-21 12:03:16 main:574] : INFO : Epoch 1553 | loss: 0.0311392 | val_loss: 0.0311585 | Time: 19611 ms [2022-04-21 12:03:36 main:574] : INFO : Epoch 1554 | loss: 0.0311367 | val_loss: 0.031152 | Time: 20035.5 ms [2022-04-21 12:03:57 main:574] : INFO : Epoch 1555 | loss: 0.0311383 | val_loss: 0.0311552 | Time: 20336.8 ms [2022-04-21 12:04:18 main:574] : INFO : Epoch 1556 | loss: 0.0311396 | val_loss: 0.0311515 | Time: 21225.5 ms [2022-04-21 12:04:39 main:574] : INFO : Epoch 1557 | loss: 0.031139 | val_loss: 0.0311524 | Time: 20901 ms [2022-04-21 12:04:59 main:574] : INFO : Epoch 1558 | loss: 0.0311378 | val_loss: 0.0311525 | Time: 19832.7 ms [2022-04-21 12:05:19 main:574] : INFO : Epoch 1559 | loss: 0.0311394 | val_loss: 0.0311523 | Time: 20117.5 ms [2022-04-21 12:05:39 main:574] : INFO : Epoch 1560 | loss: 0.0311421 | val_loss: 0.0311579 | Time: 19790.6 ms [2022-04-21 12:05:58 main:574] : INFO : Epoch 1561 | loss: 0.0311439 | val_loss: 0.0311582 | Time: 19784.7 ms [2022-04-21 12:06:19 main:574] : INFO : Epoch 1562 | loss: 0.0311498 | val_loss: 0.0311597 | Time: 20144.4 ms [2022-04-21 12:06:39 main:574] : INFO : Epoch 1563 | loss: 0.0311483 | val_loss: 0.0311592 | Time: 19987.1 ms [2022-04-21 12:06:59 main:574] : INFO : Epoch 1564 | loss: 0.0311454 | val_loss: 0.0311671 | Time: 20137.4 ms [2022-04-21 12:07:21 main:574] : INFO : Epoch 1565 | loss: 0.0311429 | val_loss: 0.0311546 | Time: 22374.7 ms [2022-04-21 12:07:41 main:574] : INFO : Epoch 1566 | loss: 0.0311414 | val_loss: 0.031153 | Time: 19867.6 ms [2022-04-21 12:08:01 main:574] : INFO : Epoch 1567 | loss: 0.0311399 | val_loss: 0.0311513 | Time: 20040.4 ms [2022-04-21 12:08:23 main:574] : INFO : Epoch 1568 | loss: 0.0311381 | val_loss: 0.0311525 | Time: 21360.4 ms [2022-04-21 12:08:42 main:574] : INFO : Epoch 1569 | loss: 0.0311385 | val_loss: 0.0311557 | Time: 19810.9 ms [2022-04-21 12:09:02 main:574] : INFO : Epoch 1570 | loss: 0.0311388 | val_loss: 0.0311538 | Time: 20012 ms [2022-04-21 12:09:23 main:574] : INFO : Epoch 1571 | loss: 0.0311412 | val_loss: 0.0311503 | Time: 20888.4 ms [2022-04-21 12:09:44 main:574] : INFO : Epoch 1572 | loss: 0.031141 | val_loss: 0.0311496 | Time: 20588.5 ms [2022-04-21 12:10:05 main:574] : INFO : Epoch 1573 | loss: 0.0311406 | val_loss: 0.0311559 | Time: 20747.6 ms [2022-04-21 12:10:24 main:574] : INFO : Epoch 1574 | loss: 0.0311376 | val_loss: 0.0311514 | Time: 19749.7 ms [2022-04-21 12:10:44 main:574] : INFO : Epoch 1575 | loss: 0.0311357 | val_loss: 0.0311536 | Time: 19357.3 ms [2022-04-21 12:11:06 main:574] : INFO : Epoch 1576 | loss: 0.0311364 | val_loss: 0.0311509 | Time: 22509.3 ms [2022-04-21 12:11:32 main:574] : INFO : Epoch 1577 | loss: 0.0311365 | val_loss: 0.0311533 | Time: 25758.4 ms [2022-04-21 12:11:58 main:574] : INFO : Epoch 1578 | loss: 0.0311383 | val_loss: 0.0311585 | Time: 25962.6 ms [2022-04-21 12:12:23 main:574] : INFO : Epoch 1579 | loss: 0.0311396 | val_loss: 0.0311519 | Time: 24815.4 ms [2022-04-21 12:12:47 main:574] : INFO : Epoch 1580 | loss: 0.0311444 | val_loss: 0.0311552 | Time: 24244.6 ms [2022-04-21 12:13:13 main:574] : INFO : Epoch 1581 | loss: 0.0311447 | val_loss: 0.0311577 | Time: 25843.9 ms [2022-04-21 12:13:37 main:574] : INFO : Epoch 1582 | loss: 0.0311429 | val_loss: 0.0311526 | Time: 23868 ms [2022-04-21 12:14:02 main:574] : INFO : Epoch 1583 | loss: 0.0311448 | val_loss: 0.0311665 | Time: 24481.4 ms [2022-04-21 12:14:22 main:574] : INFO : Epoch 1584 | loss: 0.031151 | val_loss: 0.0311613 | Time: 20271.9 ms [2022-04-21 12:14:43 main:574] : INFO : Epoch 1585 | loss: 0.031147 | val_loss: 0.0311566 | Time: 20763.9 ms [2022-04-21 12:15:03 main:574] : INFO : Epoch 1586 | loss: 0.0311429 | val_loss: 0.0311562 | Time: 20213.7 ms [2022-04-21 12:15:23 main:574] : INFO : Epoch 1587 | loss: 0.0311414 | val_loss: 0.0311568 | Time: 20108.6 ms [2022-04-21 12:15:43 main:574] : INFO : Epoch 1588 | loss: 0.0311417 | val_loss: 0.0311525 | Time: 19674.6 ms [2022-04-21 12:16:03 main:574] : INFO : Epoch 1589 | loss: 0.0311432 | val_loss: 0.0311581 | Time: 20088.5 ms [2022-04-21 12:16:23 main:574] : INFO : Epoch 1590 | loss: 0.0311422 | val_loss: 0.0311554 | Time: 20532.9 ms [2022-04-21 12:16:43 main:574] : INFO : Epoch 1591 | loss: 0.0311399 | val_loss: 0.0311564 | Time: 19332.1 ms [2022-04-21 12:17:03 main:574] : INFO : Epoch 1592 | loss: 0.0311418 | val_loss: 0.0311546 | Time: 19966.8 ms [2022-04-21 12:17:23 main:574] : INFO : Epoch 1593 | loss: 0.0311399 | val_loss: 0.0311538 | Time: 20473.5 ms [2022-04-21 12:17:44 main:574] : INFO : Epoch 1594 | loss: 0.031141 | val_loss: 0.0311539 | Time: 20752.9 ms [2022-04-21 12:18:06 main:574] : INFO : Epoch 1595 | loss: 0.0311398 | val_loss: 0.0311525 | Time: 21542.3 ms [2022-04-21 12:18:26 main:574] : INFO : Epoch 1596 | loss: 0.0311398 | val_loss: 0.0311557 | Time: 20802.8 ms [2022-04-21 12:18:46 main:574] : INFO : Epoch 1597 | loss: 0.0311394 | val_loss: 0.0311537 | Time: 19791.5 ms [2022-04-21 12:19:07 main:574] : INFO : Epoch 1598 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 20851.6 ms [2022-04-21 12:19:28 main:574] : INFO : Epoch 1599 | loss: 0.0311346 | val_loss: 0.0311534 | Time: 21022.1 ms [2022-04-21 12:19:51 main:574] : INFO : Epoch 1600 | loss: 0.0311338 | val_loss: 0.0311574 | Time: 22482.4 ms [2022-04-21 12:20:12 main:574] : INFO : Epoch 1601 | loss: 0.0311343 | val_loss: 0.0311544 | Time: 21310.7 ms [2022-04-21 12:20:33 main:574] : INFO : Epoch 1602 | loss: 0.0311355 | val_loss: 0.0311575 | Time: 20682 ms [2022-04-21 12:20:53 main:574] : INFO : Epoch 1603 | loss: 0.0311363 | val_loss: 0.0311696 | Time: 20101.1 ms [2022-04-21 12:21:13 main:574] : INFO : Epoch 1604 | loss: 0.031138 | val_loss: 0.031158 | Time: 20418.7 ms [2022-04-21 12:21:33 main:574] : INFO : Epoch 1605 | loss: 0.0311418 | val_loss: 0.0311617 | Time: 20056 ms [2022-04-21 12:21:53 main:574] : INFO : Epoch 1606 | loss: 0.0311475 | val_loss: 0.0311613 | Time: 19931.2 ms [2022-04-21 12:22:15 main:574] : INFO : Epoch 1607 | loss: 0.0311496 | val_loss: 0.0311603 | Time: 21221.5 ms [2022-04-21 12:22:35 main:574] : INFO : Epoch 1608 | loss: 0.0311496 | val_loss: 0.0311624 | Time: 20090.8 ms [2022-04-21 12:22:54 main:574] : INFO : Epoch 1609 | loss: 0.0311478 | val_loss: 0.0311608 | Time: 19660.7 ms [2022-04-21 12:23:15 main:574] : INFO : Epoch 1610 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 20759.8 ms [2022-04-21 12:23:35 main:574] : INFO : Epoch 1611 | loss: 0.0311544 | val_loss: 0.0312202 | Time: 20228.1 ms [2022-04-21 12:23:55 main:574] : INFO : Epoch 1612 | loss: 0.0312009 | val_loss: 0.031267 | Time: 19819 ms [2022-04-21 12:24:15 main:574] : INFO : Epoch 1613 | loss: 0.0326627 | val_loss: 0.0316492 | Time: 20180.5 ms [2022-04-21 12:24:36 main:574] : INFO : Epoch 1614 | loss: 0.0318289 | val_loss: 0.0313198 | Time: 20240.9 ms [2022-04-21 12:24:57 main:574] : INFO : Epoch 1615 | loss: 0.0312788 | val_loss: 0.0312085 | Time: 20895.7 ms [2022-04-21 12:25:17 main:574] : INFO : Epoch 1616 | loss: 0.0311893 | val_loss: 0.0311814 | Time: 20114.8 ms [2022-04-21 12:25:37 main:574] : INFO : Epoch 1617 | loss: 0.0311737 | val_loss: 0.0311743 | Time: 20200.4 ms [2022-04-21 12:25:57 main:574] : INFO : Epoch 1618 | loss: 0.0311677 | val_loss: 0.0311632 | Time: 19843 ms [2022-04-21 12:26:18 main:574] : INFO : Epoch 1619 | loss: 0.0311613 | val_loss: 0.0311622 | Time: 21189.8 ms [2022-04-21 12:26:38 main:574] : INFO : Epoch 1620 | loss: 0.0311601 | val_loss: 0.0311613 | Time: 20007.1 ms [2022-04-21 12:27:00 main:574] : INFO : Epoch 1621 | loss: 0.0311582 | val_loss: 0.0311607 | Time: 21618.1 ms [2022-04-21 12:27:20 main:574] : INFO : Epoch 1622 | loss: 0.0311554 | val_loss: 0.0311593 | Time: 20726.5 ms [2022-04-21 12:27:41 main:574] : INFO : Epoch 1623 | loss: 0.0311554 | val_loss: 0.0311591 | Time: 20070.2 ms [2022-04-21 12:28:01 main:574] : INFO : Epoch 1624 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 20339.6 ms [2022-04-21 12:28:22 main:574] : INFO : Epoch 1625 | loss: 0.0311582 | val_loss: 0.0311648 | Time: 20747.8 ms [2022-04-21 12:28:43 main:574] : INFO : Epoch 1626 | loss: 0.0311562 | val_loss: 0.0311633 | Time: 21029.6 ms [2022-04-21 12:29:03 main:574] : INFO : Epoch 1627 | loss: 0.031155 | val_loss: 0.0311642 | Time: 20410.9 ms [2022-04-21 12:29:24 main:574] : INFO : Epoch 1628 | loss: 0.0311533 | val_loss: 0.0311637 | Time: 20930 ms [2022-04-21 12:29:46 main:574] : INFO : Epoch 1629 | loss: 0.0311528 | val_loss: 0.0311635 | Time: 21581.2 ms [2022-04-21 12:30:09 main:574] : INFO : Epoch 1630 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 23148.9 ms [2022-04-21 12:30:33 main:574] : INFO : Epoch 1631 | loss: 0.0311509 | val_loss: 0.0311607 | Time: 23657.5 ms [2022-04-21 12:30:55 main:574] : INFO : Epoch 1632 | loss: 0.0311494 | val_loss: 0.0311609 | Time: 22639.8 ms [2022-04-21 12:31:19 main:574] : INFO : Epoch 1633 | loss: 0.0311496 | val_loss: 0.0311592 | Time: 23843.2 ms [2022-04-21 12:31:40 main:574] : INFO : Epoch 1634 | loss: 0.0311505 | val_loss: 0.0311614 | Time: 20504.2 ms [2022-04-21 12:32:00 main:574] : INFO : Epoch 1635 | loss: 0.0311561 | val_loss: 0.0311647 | Time: 19828.1 ms [2022-04-21 12:32:20 main:574] : INFO : Epoch 1636 | loss: 0.0311524 | val_loss: 0.0311583 | Time: 20877.6 ms [2022-04-21 12:32:40 main:574] : INFO : Epoch 1637 | loss: 0.0311493 | val_loss: 0.0311587 | Time: 19674.4 ms [2022-04-21 12:33:00 main:574] : INFO : Epoch 1638 | loss: 0.0311494 | val_loss: 0.0311589 | Time: 19779.7 ms [2022-04-21 12:33:23 main:574] : INFO : Epoch 1639 | loss: 0.031148 | val_loss: 0.0311556 | Time: 23251.7 ms [2022-04-21 12:33:47 main:574] : INFO : Epoch 1640 | loss: 0.0311471 | val_loss: 0.0311588 | Time: 23523.6 ms [2022-04-21 12:34:08 main:574] : INFO : Epoch 1641 | loss: 0.031149 | val_loss: 0.0311593 | Time: 20969.7 ms [2022-04-21 12:34:28 main:574] : INFO : Epoch 1642 | loss: 0.031148 | val_loss: 0.0311567 | Time: 20681.4 ms [2022-04-21 12:34:50 main:574] : INFO : Epoch 1643 | loss: 0.0311473 | val_loss: 0.0311561 | Time: 22000.5 ms [2022-04-21 12:35:11 main:574] : INFO : Epoch 1644 | loss: 0.0311485 | val_loss: 0.0311576 | Time: 20319 ms [2022-04-21 12:35:30 main:574] : INFO : Epoch 1645 | loss: 0.0311468 | val_loss: 0.0311561 | Time: 19466.4 ms [2022-04-21 12:35:51 main:574] : INFO : Epoch 1646 | loss: 0.0311446 | val_loss: 0.0311556 | Time: 20244.3 ms [2022-04-21 12:36:14 main:574] : INFO : Epoch 1647 | loss: 0.0311445 | val_loss: 0.0311561 | Time: 22989.4 ms [2022-04-21 12:36:34 main:574] : INFO : Epoch 1648 | loss: 0.0311445 | val_loss: 0.0311577 | Time: 20171.1 ms [2022-04-21 12:36:54 main:574] : INFO : Epoch 1649 | loss: 0.0311458 | val_loss: 0.0311544 | Time: 20108.2 ms [2022-04-21 12:37:15 main:574] : INFO : Epoch 1650 | loss: 0.0311457 | val_loss: 0.0311612 | Time: 20699.4 ms [2022-04-21 12:37:35 main:574] : INFO : Epoch 1651 | loss: 0.031147 | val_loss: 0.0311568 | Time: 20066.5 ms [2022-04-21 12:37:55 main:574] : INFO : Epoch 1652 | loss: 0.0311453 | val_loss: 0.0311558 | Time: 20143.2 ms [2022-04-21 12:38:16 main:574] : INFO : Epoch 1653 | loss: 0.0311449 | val_loss: 0.031156 | Time: 21350.7 ms [2022-04-21 12:38:36 main:574] : INFO : Epoch 1654 | loss: 0.0311437 | val_loss: 0.0311531 | Time: 20084.8 ms [2022-04-21 12:38:56 main:574] : INFO : Epoch 1655 | loss: 0.0311445 | val_loss: 0.0311577 | Time: 19817.4 ms [2022-04-21 12:39:17 main:574] : INFO : Epoch 1656 | loss: 0.0311482 | val_loss: 0.0311599 | Time: 20224 ms [2022-04-21 12:39:37 main:574] : INFO : Epoch 1657 | loss: 0.0311489 | val_loss: 0.0311602 | Time: 20145.2 ms [2022-04-21 12:39:57 main:574] : INFO : Epoch 1658 | loss: 0.0311483 | val_loss: 0.0311593 | Time: 20226.3 ms [2022-04-21 12:40:17 main:574] : INFO : Epoch 1659 | loss: 0.0311452 | val_loss: 0.0311551 | Time: 20320.4 ms [2022-04-21 12:40:37 main:574] : INFO : Epoch 1660 | loss: 0.0311454 | val_loss: 0.0311555 | Time: 20034.8 ms [2022-04-21 12:40:57 main:574] : INFO : Epoch 1661 | loss: 0.0311472 | val_loss: 0.031156 | Time: 19754.4 ms [2022-04-21 12:41:17 main:574] : INFO : Epoch 1662 | loss: 0.0311503 | val_loss: 0.0311607 | Time: 20271.4 ms [2022-04-21 12:41:37 main:574] : INFO : Epoch 1663 | loss: 0.0311499 | val_loss: 0.0311578 | Time: 19869 ms [2022-04-21 12:41:59 main:574] : INFO : Epoch 1664 | loss: 0.031146 | val_loss: 0.0311566 | Time: 21615.6 ms [2022-04-21 12:42:21 main:574] : INFO : Epoch 1665 | loss: 0.0311443 | val_loss: 0.0311536 | Time: 21653.6 ms [2022-04-21 12:42:41 main:574] : INFO : Epoch 1666 | loss: 0.0311439 | val_loss: 0.0311512 | Time: 20344.5 ms [2022-04-21 12:43:00 main:574] : INFO : Epoch 1667 | loss: 0.0311435 | val_loss: 0.0311517 | Time: 19452.3 ms [2022-04-21 12:43:21 main:574] : INFO : Epoch 1668 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 20233.1 ms [2022-04-21 12:43:40 main:574] : INFO : Epoch 1669 | loss: 0.0311514 | val_loss: 0.031157 | Time: 19836 ms [2022-04-21 12:44:01 main:574] : INFO : Epoch 1670 | loss: 0.0311489 | val_loss: 0.0311578 | Time: 20127 ms [2022-04-21 12:44:21 main:574] : INFO : Epoch 1671 | loss: 0.0311489 | val_loss: 0.0311587 | Time: 20467.6 ms [2022-04-21 12:44:41 main:574] : INFO : Epoch 1672 | loss: 0.0311511 | val_loss: 0.0311642 | Time: 19715.3 ms [2022-04-21 12:45:02 main:574] : INFO : Epoch 1673 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 20916.7 ms [2022-04-21 12:45:22 main:574] : INFO : Epoch 1674 | loss: 0.0311521 | val_loss: 0.0311569 | Time: 20656.2 ms [2022-04-21 12:45:43 main:574] : INFO : Epoch 1675 | loss: 0.0311507 | val_loss: 0.0311603 | Time: 20652.2 ms [2022-04-21 12:46:04 main:574] : INFO : Epoch 1676 | loss: 0.0311533 | val_loss: 0.0311584 | Time: 20394.4 ms [2022-04-21 12:46:24 main:574] : INFO : Epoch 1677 | loss: 0.0311509 | val_loss: 0.0311565 | Time: 20857.7 ms [2022-04-21 12:46:45 main:574] : INFO : Epoch 1678 | loss: 0.0311489 | val_loss: 0.0311558 | Time: 20196.1 ms [2022-04-21 12:47:04 main:574] : INFO : Epoch 1679 | loss: 0.0311483 | val_loss: 0.0311571 | Time: 19879.5 ms [2022-04-21 12:47:25 main:574] : INFO : Epoch 1680 | loss: 0.0311477 | val_loss: 0.0311542 | Time: 20974.9 ms [2022-04-21 12:47:45 main:574] : INFO : Epoch 1681 | loss: 0.031149 | val_loss: 0.0311529 | Time: 19904.2 ms [2022-04-21 12:48:06 main:574] : INFO : Epoch 1682 | loss: 0.031147 | val_loss: 0.0311545 | Time: 20339.7 ms [2022-04-21 12:48:25 main:574] : INFO : Epoch 1683 | loss: 0.0311465 | val_loss: 0.0311574 | Time: 18959.9 ms [2022-04-21 12:48:38 main:574] : INFO : Epoch 1684 | loss: 0.0311441 | val_loss: 0.0311524 | Time: 13671.7 ms [2022-04-21 12:48:52 main:574] : INFO : Epoch 1685 | loss: 0.0311424 | val_loss: 0.031152 | Time: 13939.5 ms [2022-04-21 12:49:07 main:574] : INFO : Epoch 1686 | loss: 0.0311428 | val_loss: 0.0311543 | Time: 14964.3 ms [2022-04-21 12:49:22 main:574] : INFO : Epoch 1687 | loss: 0.0311437 | val_loss: 0.0311539 | Time: 14325.4 ms [2022-04-21 12:49:36 main:574] : INFO : Epoch 1688 | loss: 0.0311419 | val_loss: 0.031153 | Time: 14371.5 ms [2022-04-21 12:49:51 main:574] : INFO : Epoch 1689 | loss: 0.0311394 | val_loss: 0.0311514 | Time: 15289.3 ms [2022-04-21 12:50:06 main:574] : INFO : Epoch 1690 | loss: 0.0311396 | val_loss: 0.0311496 | Time: 14835.9 ms [2022-04-21 12:50:20 main:574] : INFO : Epoch 1691 | loss: 0.0311399 | val_loss: 0.0311481 | Time: 14143 ms [2022-04-21 12:50:34 main:574] : INFO : Epoch 1692 | loss: 0.0311409 | val_loss: 0.0311496 | Time: 13868.7 ms [2022-04-21 12:50:48 main:574] : INFO : Epoch 1693 | loss: 0.0311404 | val_loss: 0.0311494 | Time: 14054.9 ms [2022-04-21 12:51:01 main:574] : INFO : Epoch 1694 | loss: 0.0311394 | val_loss: 0.0311502 | Time: 13180.6 ms [2022-04-21 12:51:15 main:574] : INFO : Epoch 1695 | loss: 0.0311388 | val_loss: 0.0311502 | Time: 13699.8 ms [2022-04-21 12:51:28 main:574] : INFO : Epoch 1696 | loss: 0.0311382 | val_loss: 0.0311501 | Time: 13127.5 ms [2022-04-21 12:51:42 main:574] : INFO : Epoch 1697 | loss: 0.0311378 | val_loss: 0.0311497 | Time: 13191.4 ms [2022-04-21 12:51:55 main:574] : INFO : Epoch 1698 | loss: 0.0311376 | val_loss: 0.0311483 | Time: 13430.6 ms [2022-04-21 12:52:09 main:574] : INFO : Epoch 1699 | loss: 0.0311386 | val_loss: 0.0311495 | Time: 13788.4 ms [2022-04-21 12:52:22 main:574] : INFO : Epoch 1700 | loss: 0.0311422 | val_loss: 0.031157 | Time: 13220.2 ms [2022-04-21 12:52:35 main:574] : INFO : Epoch 1701 | loss: 0.0311408 | val_loss: 0.0311531 | Time: 13246.1 ms [2022-04-21 12:52:49 main:574] : INFO : Epoch 1702 | loss: 0.0311396 | val_loss: 0.0311555 | Time: 13347.1 ms [2022-04-21 12:53:02 main:574] : INFO : Epoch 1703 | loss: 0.0311396 | val_loss: 0.0311506 | Time: 12970.8 ms [2022-04-21 12:53:15 main:574] : INFO : Epoch 1704 | loss: 0.0311372 | val_loss: 0.0311491 | Time: 12990.6 ms [2022-04-21 12:53:28 main:574] : INFO : Epoch 1705 | loss: 0.0311372 | val_loss: 0.0311479 | Time: 13318.8 ms [2022-04-21 12:53:41 main:574] : INFO : Epoch 1706 | loss: 0.0311373 | val_loss: 0.0311491 | Time: 13056.6 ms [2022-04-21 12:53:54 main:574] : INFO : Epoch 1707 | loss: 0.0311376 | val_loss: 0.0311504 | Time: 13389.9 ms [2022-04-21 12:54:08 main:574] : INFO : Epoch 1708 | loss: 0.0311372 | val_loss: 0.0311484 | Time: 13846.3 ms [2022-04-21 12:54:22 main:574] : INFO : Epoch 1709 | loss: 0.0311366 | val_loss: 0.0311475 | Time: 13303.5 ms [2022-04-21 12:54:35 main:574] : INFO : Epoch 1710 | loss: 0.031137 | val_loss: 0.0311466 | Time: 13401.8 ms [2022-04-21 12:54:48 main:574] : INFO : Epoch 1711 | loss: 0.0311361 | val_loss: 0.0311499 | Time: 13421 ms [2022-04-21 12:55:03 main:574] : INFO : Epoch 1712 | loss: 0.0311367 | val_loss: 0.0311508 | Time: 14093.9 ms [2022-04-21 12:55:16 main:574] : INFO : Epoch 1713 | loss: 0.0311385 | val_loss: 0.0311478 | Time: 13862.8 ms [2022-04-21 12:55:30 main:574] : INFO : Epoch 1714 | loss: 0.0311371 | val_loss: 0.0311507 | Time: 13294.7 ms [2022-04-21 12:55:43 main:574] : INFO : Epoch 1715 | loss: 0.031138 | val_loss: 0.0311505 | Time: 12969.2 ms [2022-04-21 12:55:56 main:574] : INFO : Epoch 1716 | loss: 0.0311365 | val_loss: 0.0311517 | Time: 13295.9 ms [2022-04-21 12:56:10 main:574] : INFO : Epoch 1717 | loss: 0.0311354 | val_loss: 0.0311489 | Time: 13991.5 ms [2022-04-21 12:56:24 main:574] : INFO : Epoch 1718 | loss: 0.0311348 | val_loss: 0.0311469 | Time: 13666.2 ms [2022-04-21 12:56:37 main:574] : INFO : Epoch 1719 | loss: 0.0311337 | val_loss: 0.0311514 | Time: 13237.5 ms [2022-04-21 12:56:50 main:574] : INFO : Epoch 1720 | loss: 0.0311351 | val_loss: 0.0311484 | Time: 13285.2 ms [2022-04-21 12:57:04 main:574] : INFO : Epoch 1721 | loss: 0.0311336 | val_loss: 0.0311478 | Time: 13476.5 ms [2022-04-21 12:57:18 main:574] : INFO : Epoch 1722 | loss: 0.0311338 | val_loss: 0.0311479 | Time: 14031.5 ms [2022-04-21 12:57:31 main:574] : INFO : Epoch 1723 | loss: 0.0311342 | val_loss: 0.0311469 | Time: 13071.6 ms [2022-04-21 12:57:44 main:574] : INFO : Epoch 1724 | loss: 0.0311331 | val_loss: 0.0311454 | Time: 13247.1 ms [2022-04-21 12:57:57 main:574] : INFO : Epoch 1725 | loss: 0.0311325 | val_loss: 0.0311485 | Time: 12641.1 ms [2022-04-21 12:58:11 main:574] : INFO : Epoch 1726 | loss: 0.0311342 | val_loss: 0.0311485 | Time: 14162.8 ms [2022-04-21 12:58:27 main:574] : INFO : Epoch 1727 | loss: 0.0311357 | val_loss: 0.0311503 | Time: 15764.6 ms [2022-04-21 12:58:43 main:574] : INFO : Epoch 1728 | loss: 0.0311354 | val_loss: 0.0311527 | Time: 16422.9 ms [2022-04-21 12:58:59 main:574] : INFO : Epoch 1729 | loss: 0.0311338 | val_loss: 0.0311488 | Time: 15992 ms [2022-04-21 12:59:18 main:574] : INFO : Epoch 1730 | loss: 0.0311339 | val_loss: 0.0311493 | Time: 18872.3 ms [2022-04-21 12:59:37 main:574] : INFO : Epoch 1731 | loss: 0.0311351 | val_loss: 0.031149 | Time: 18734.4 ms [2022-04-21 12:59:55 main:574] : INFO : Epoch 1732 | loss: 0.0311341 | val_loss: 0.0311473 | Time: 17499.4 ms [2022-04-21 13:00:15 main:574] : INFO : Epoch 1733 | loss: 0.0311337 | val_loss: 0.0311464 | Time: 19948.5 ms [2022-04-21 13:00:34 main:574] : INFO : Epoch 1734 | loss: 0.0311363 | val_loss: 0.031149 | Time: 19039.3 ms [2022-04-21 13:00:52 main:574] : INFO : Epoch 1735 | loss: 0.0311381 | val_loss: 0.0311466 | Time: 18414.7 ms [2022-04-21 13:01:12 main:574] : INFO : Epoch 1736 | loss: 0.0311384 | val_loss: 0.0311499 | Time: 19679.9 ms [2022-04-21 13:01:31 main:574] : INFO : Epoch 1737 | loss: 0.0311358 | val_loss: 0.0311478 | Time: 19499.7 ms [2022-04-21 13:01:51 main:574] : INFO : Epoch 1738 | loss: 0.0311369 | val_loss: 0.0311507 | Time: 19215.9 ms [2022-04-21 13:02:10 main:574] : INFO : Epoch 1739 | loss: 0.0311367 | val_loss: 0.0311493 | Time: 18960.4 ms [2022-04-21 13:02:27 main:574] : INFO : Epoch 1740 | loss: 0.0311359 | val_loss: 0.0311516 | Time: 17906.2 ms [2022-04-21 13:02:45 main:574] : INFO : Epoch 1741 | loss: 0.0311355 | val_loss: 0.0311494 | Time: 17449.9 ms [2022-04-21 13:03:01 main:574] : INFO : Epoch 1742 | loss: 0.031135 | val_loss: 0.0311483 | Time: 16409.9 ms [2022-04-21 13:03:19 main:574] : INFO : Epoch 1743 | loss: 0.0311346 | val_loss: 0.0311497 | Time: 17526.4 ms [2022-04-21 13:03:37 main:574] : INFO : Epoch 1744 | loss: 0.031147 | val_loss: 0.0311589 | Time: 17912.9 ms [2022-04-21 13:03:56 main:574] : INFO : Epoch 1745 | loss: 0.0311511 | val_loss: 0.031155 | Time: 18794 ms [2022-04-21 13:04:14 main:574] : INFO : Epoch 1746 | loss: 0.0311491 | val_loss: 0.0311547 | Time: 18255.8 ms [2022-04-21 13:04:30 main:574] : INFO : Epoch 1747 | loss: 0.0311464 | val_loss: 0.0311534 | Time: 16254 ms [2022-04-21 13:04:48 main:574] : INFO : Epoch 1748 | loss: 0.0311416 | val_loss: 0.0311512 | Time: 17674.2 ms [2022-04-21 13:05:06 main:574] : INFO : Epoch 1749 | loss: 0.0311409 | val_loss: 0.0311546 | Time: 17572.7 ms [2022-04-21 13:05:24 main:574] : INFO : Epoch 1750 | loss: 0.0311458 | val_loss: 0.0311537 | Time: 18082 ms [2022-04-21 13:05:40 main:574] : INFO : Epoch 1751 | loss: 0.031147 | val_loss: 0.0311521 | Time: 16614.3 ms [2022-04-21 13:05:58 main:574] : INFO : Epoch 1752 | loss: 0.0311466 | val_loss: 0.0311591 | Time: 17633.8 ms [2022-04-21 13:06:16 main:574] : INFO : Epoch 1753 | loss: 0.0311453 | val_loss: 0.0311517 | Time: 17784.2 ms [2022-04-21 13:06:30 main:574] : INFO : Epoch 1754 | loss: 0.0311412 | val_loss: 0.0311497 | Time: 14005.5 ms [2022-04-21 13:06:44 main:574] : INFO : Epoch 1755 | loss: 0.0311407 | val_loss: 0.0311512 | Time: 13765.2 ms [2022-04-21 13:06:57 main:574] : INFO : Epoch 1756 | loss: 0.031142 | val_loss: 0.0311492 | Time: 13768.8 ms [2022-04-21 13:07:12 main:574] : INFO : Epoch 1757 | loss: 0.0311425 | val_loss: 0.03115 | Time: 14147.6 ms [2022-04-21 13:07:25 main:574] : INFO : Epoch 1758 | loss: 0.0311412 | val_loss: 0.0311534 | Time: 13681.7 ms [2022-04-21 13:07:39 main:574] : INFO : Epoch 1759 | loss: 0.0311409 | val_loss: 0.0311523 | Time: 13624 ms [2022-04-21 13:07:52 main:574] : INFO : Epoch 1760 | loss: 0.0311405 | val_loss: 0.0311533 | Time: 13199.5 ms [2022-04-21 13:08:06 main:574] : INFO : Epoch 1761 | loss: 0.0311392 | val_loss: 0.0311521 | Time: 13690.5 ms [2022-04-21 13:08:19 main:574] : INFO : Epoch 1762 | loss: 0.0311377 | val_loss: 0.0311541 | Time: 13489.3 ms [2022-04-21 13:08:33 main:574] : INFO : Epoch 1763 | loss: 0.0311362 | val_loss: 0.0311508 | Time: 13421.5 ms [2022-04-21 13:08:46 main:574] : INFO : Epoch 1764 | loss: 0.0311401 | val_loss: 0.0311547 | Time: 13578.1 ms [2022-04-21 13:09:00 main:574] : INFO : Epoch 1765 | loss: 0.0311404 | val_loss: 0.0311505 | Time: 13576.6 ms [2022-04-21 13:09:14 main:574] : INFO : Epoch 1766 | loss: 0.0311368 | val_loss: 0.0311473 | Time: 14391.9 ms [2022-04-21 13:09:28 main:574] : INFO : Epoch 1767 | loss: 0.0311365 | val_loss: 0.0311515 | Time: 13436.6 ms [2022-04-21 13:09:42 main:574] : INFO : Epoch 1768 | loss: 0.0311361 | val_loss: 0.0311509 | Time: 13814.1 ms [2022-04-21 13:09:55 main:574] : INFO : Epoch 1769 | loss: 0.0311354 | val_loss: 0.0311468 | Time: 13574.1 ms [2022-04-21 13:10:10 main:574] : INFO : Epoch 1770 | loss: 0.0311339 | val_loss: 0.0311466 | Time: 14345.7 ms [2022-04-21 13:10:23 main:574] : INFO : Epoch 1771 | loss: 0.0311346 | val_loss: 0.0311514 | Time: 13645 ms [2022-04-21 13:10:37 main:574] : INFO : Epoch 1772 | loss: 0.0311356 | val_loss: 0.0311493 | Time: 13352.2 ms [2022-04-21 13:10:50 main:574] : INFO : Epoch 1773 | loss: 0.0311363 | val_loss: 0.03115 | Time: 13784 ms [2022-04-21 13:11:04 main:574] : INFO : Epoch 1774 | loss: 0.0311358 | val_loss: 0.0311475 | Time: 13606.5 ms [2022-04-21 13:11:17 main:574] : INFO : Epoch 1775 | loss: 0.0311352 | val_loss: 0.0311561 | Time: 13452 ms [2022-04-21 13:11:32 main:574] : INFO : Epoch 1776 | loss: 0.031135 | val_loss: 0.0311487 | Time: 14099.9 ms [2022-04-21 13:11:45 main:574] : INFO : Epoch 1777 | loss: 0.0311334 | val_loss: 0.0311467 | Time: 13487.7 ms [2022-04-21 13:11:58 main:574] : INFO : Epoch 1778 | loss: 0.0311333 | val_loss: 0.0311474 | Time: 13360.3 ms [2022-04-21 13:12:13 main:574] : INFO : Epoch 1779 | loss: 0.0311337 | val_loss: 0.0311481 | Time: 14675.5 ms [2022-04-21 13:12:28 main:574] : INFO : Epoch 1780 | loss: 0.0311324 | val_loss: 0.0311474 | Time: 14903.1 ms [2022-04-21 13:12:39 main:574] : INFO : Epoch 1781 | loss: 0.0311417 | val_loss: 0.0311482 | Time: 10962.2 ms [2022-04-21 13:12:50 main:574] : INFO : Epoch 1782 | loss: 0.0311419 | val_loss: 0.0311505 | Time: 10868.9 ms [2022-04-21 13:13:01 main:574] : INFO : Epoch 1783 | loss: 0.0311391 | val_loss: 0.0311518 | Time: 10889.7 ms [2022-04-21 13:13:19 main:574] : INFO : Epoch 1784 | loss: 0.0311376 | val_loss: 0.0311457 | Time: 17835.3 ms [2022-04-21 13:13:39 main:574] : INFO : Epoch 1785 | loss: 0.0311389 | val_loss: 0.0311478 | Time: 20480.4 ms [2022-04-21 13:14:00 main:574] : INFO : Epoch 1786 | loss: 0.0311434 | val_loss: 0.031162 | Time: 21157.1 ms [2022-04-21 13:14:21 main:574] : INFO : Epoch 1787 | loss: 0.0311433 | val_loss: 0.0311486 | Time: 21191.8 ms [2022-04-21 13:14:42 main:574] : INFO : Epoch 1788 | loss: 0.0311378 | val_loss: 0.0311465 | Time: 20805.7 ms [2022-04-21 13:15:03 main:574] : INFO : Epoch 1789 | loss: 0.0311382 | val_loss: 0.0311501 | Time: 20421.4 ms [2022-04-21 13:15:25 main:574] : INFO : Epoch 1790 | loss: 0.0311369 | val_loss: 0.0311457 | Time: 22114.4 ms [2022-04-21 13:15:46 main:574] : INFO : Epoch 1791 | loss: 0.0311356 | val_loss: 0.0311448 | Time: 20668.6 ms [2022-04-21 13:16:07 main:574] : INFO : Epoch 1792 | loss: 0.031135 | val_loss: 0.031149 | Time: 21469.5 ms [2022-04-21 13:16:28 main:574] : INFO : Epoch 1793 | loss: 0.0311348 | val_loss: 0.0311484 | Time: 20711.5 ms [2022-04-21 13:16:49 main:574] : INFO : Epoch 1794 | loss: 0.031138 | val_loss: 0.0311528 | Time: 20724.7 ms [2022-04-21 13:17:10 main:574] : INFO : Epoch 1795 | loss: 0.0311408 | val_loss: 0.0311475 | Time: 21446.8 ms [2022-04-21 13:17:31 main:574] : INFO : Epoch 1796 | loss: 0.031138 | val_loss: 0.0311506 | Time: 20635.4 ms [2022-04-21 13:17:51 main:574] : INFO : Epoch 1797 | loss: 0.0311373 | val_loss: 0.0311479 | Time: 20791.2 ms [2022-04-21 13:18:13 main:574] : INFO : Epoch 1798 | loss: 0.0311354 | val_loss: 0.031149 | Time: 21419.4 ms [2022-04-21 13:18:34 main:574] : INFO : Epoch 1799 | loss: 0.0311352 | val_loss: 0.0311475 | Time: 20735.5 ms [2022-04-21 13:18:55 main:574] : INFO : Epoch 1800 | loss: 0.0311359 | val_loss: 0.031147 | Time: 21193.3 ms [2022-04-21 13:19:16 main:574] : INFO : Epoch 1801 | loss: 0.0311364 | val_loss: 0.0311488 | Time: 21450.9 ms [2022-04-21 13:19:38 main:574] : INFO : Epoch 1802 | loss: 0.0311353 | val_loss: 0.0311519 | Time: 22117.2 ms [2022-04-21 13:20:00 main:574] : INFO : Epoch 1803 | loss: 0.0311351 | val_loss: 0.0311475 | Time: 21505.8 ms [2022-04-21 13:20:22 main:574] : INFO : Epoch 1804 | loss: 0.0311349 | val_loss: 0.0311468 | Time: 21997.6 ms [2022-04-21 13:20:43 main:574] : INFO : Epoch 1805 | loss: 0.0311346 | val_loss: 0.0311503 | Time: 20986.3 ms [2022-04-21 13:21:04 main:574] : INFO : Epoch 1806 | loss: 0.0311356 | val_loss: 0.0311495 | Time: 20561.2 ms [2022-04-21 13:21:25 main:574] : INFO : Epoch 1807 | loss: 0.031135 | val_loss: 0.0311479 | Time: 21647.7 ms [2022-04-21 13:21:46 main:574] : INFO : Epoch 1808 | loss: 0.0311336 | val_loss: 0.0311492 | Time: 20546.4 ms [2022-04-21 13:22:08 main:574] : INFO : Epoch 1809 | loss: 0.0311332 | val_loss: 0.0311489 | Time: 22353.7 ms [2022-04-21 13:22:29 main:574] : INFO : Epoch 1810 | loss: 0.0311341 | val_loss: 0.0311455 | Time: 21003.1 ms [2022-04-21 13:22:50 main:574] : INFO : Epoch 1811 | loss: 0.0311331 | val_loss: 0.0311468 | Time: 20899.5 ms [2022-04-21 13:23:11 main:574] : INFO : Epoch 1812 | loss: 0.0311328 | val_loss: 0.0311469 | Time: 21198.8 ms [2022-04-21 13:23:33 main:574] : INFO : Epoch 1813 | loss: 0.0311349 | val_loss: 0.0311483 | Time: 21688.4 ms [2022-04-21 13:23:54 main:574] : INFO : Epoch 1814 | loss: 0.0311366 | val_loss: 0.0311481 | Time: 21093 ms [2022-04-21 13:24:16 main:574] : INFO : Epoch 1815 | loss: 0.031133 | val_loss: 0.0311455 | Time: 21584.9 ms [2022-04-21 13:24:37 main:574] : INFO : Epoch 1816 | loss: 0.0311324 | val_loss: 0.0311468 | Time: 20728.3 ms [2022-04-21 13:24:57 main:574] : INFO : Epoch 1817 | loss: 0.0311374 | val_loss: 0.0311514 | Time: 20531.9 ms [2022-04-21 13:25:18 main:574] : INFO : Epoch 1818 | loss: 0.0311406 | val_loss: 0.0311471 | Time: 21249.9 ms [2022-04-21 13:25:39 main:574] : INFO : Epoch 1819 | loss: 0.0311399 | val_loss: 0.0311476 | Time: 20594.8 ms [2022-04-21 13:26:00 main:574] : INFO : Epoch 1820 | loss: 0.0311396 | val_loss: 0.0311456 | Time: 20700.3 ms [2022-04-21 13:26:21 main:574] : INFO : Epoch 1821 | loss: 0.031137 | val_loss: 0.0311473 | Time: 21662.1 ms [2022-04-21 13:26:42 main:574] : INFO : Epoch 1822 | loss: 0.0311387 | val_loss: 0.0311485 | Time: 20389.8 ms [2022-04-21 13:27:02 main:574] : INFO : Epoch 1823 | loss: 0.0311432 | val_loss: 0.0311535 | Time: 20661 ms [2022-04-21 13:27:24 main:574] : INFO : Epoch 1824 | loss: 0.0311462 | val_loss: 0.0311522 | Time: 21873.6 ms [2022-04-21 13:27:48 main:574] : INFO : Epoch 1825 | loss: 0.0311441 | val_loss: 0.0311504 | Time: 23220.7 ms [2022-04-21 13:28:09 main:574] : INFO : Epoch 1826 | loss: 0.0311438 | val_loss: 0.0311469 | Time: 21660.4 ms [2022-04-21 13:28:29 main:574] : INFO : Epoch 1827 | loss: 0.0311414 | val_loss: 0.0311455 | Time: 20130.2 ms [2022-04-21 13:28:50 main:574] : INFO : Epoch 1828 | loss: 0.0311379 | val_loss: 0.0311532 | Time: 20843.4 ms [2022-04-21 13:29:11 main:574] : INFO : Epoch 1829 | loss: 0.0311388 | val_loss: 0.0311494 | Time: 21048.1 ms [2022-04-21 13:29:32 main:574] : INFO : Epoch 1830 | loss: 0.0311372 | val_loss: 0.0311491 | Time: 20971.1 ms [2022-04-21 13:29:54 main:574] : INFO : Epoch 1831 | loss: 0.0311379 | val_loss: 0.0311523 | Time: 21286.5 ms [2022-04-21 13:30:15 main:574] : INFO : Epoch 1832 | loss: 0.0311374 | val_loss: 0.0311533 | Time: 21533.5 ms [2022-04-21 13:30:36 main:574] : INFO : Epoch 1833 | loss: 0.0311378 | val_loss: 0.031149 | Time: 21243 ms [2022-04-21 13:30:57 main:574] : INFO : Epoch 1834 | loss: 0.031137 | val_loss: 0.0311485 | Time: 20797.8 ms [2022-04-21 13:31:18 main:574] : INFO : Epoch 1835 | loss: 0.0311367 | val_loss: 0.0311517 | Time: 21073.9 ms [2022-04-21 13:31:39 main:574] : INFO : Epoch 1836 | loss: 0.0311393 | val_loss: 0.0311524 | Time: 20881.9 ms [2022-04-21 13:32:00 main:574] : INFO : Epoch 1837 | loss: 0.0311404 | val_loss: 0.0311491 | Time: 20860.8 ms [2022-04-21 13:32:22 main:574] : INFO : Epoch 1838 | loss: 0.031136 | val_loss: 0.0311496 | Time: 21711.1 ms [2022-04-21 13:32:43 main:574] : INFO : Epoch 1839 | loss: 0.031134 | val_loss: 0.0311517 | Time: 21052.5 ms [2022-04-21 13:33:03 main:574] : INFO : Epoch 1840 | loss: 0.0311352 | val_loss: 0.0311487 | Time: 20401.7 ms [2022-04-21 13:33:25 main:574] : INFO : Epoch 1841 | loss: 0.0311378 | val_loss: 0.0311494 | Time: 21592.2 ms [2022-04-21 13:33:46 main:574] : INFO : Epoch 1842 | loss: 0.0311355 | val_loss: 0.0311476 | Time: 21037.5 ms [2022-04-21 13:34:08 main:574] : INFO : Epoch 1843 | loss: 0.0311345 | val_loss: 0.0311471 | Time: 22093.1 ms [2022-04-21 13:34:29 main:574] : INFO : Epoch 1844 | loss: 0.0311337 | val_loss: 0.0311471 | Time: 21042.9 ms [2022-04-21 13:34:51 main:574] : INFO : Epoch 1845 | loss: 0.0311321 | val_loss: 0.0311474 | Time: 21808.2 ms [2022-04-21 13:35:12 main:574] : INFO : Epoch 1846 | loss: 0.0311325 | val_loss: 0.0311513 | Time: 21321.8 ms [2022-04-21 13:35:34 main:574] : INFO : Epoch 1847 | loss: 0.031134 | val_loss: 0.0311495 | Time: 21867.2 ms [2022-04-21 13:35:55 main:574] : INFO : Epoch 1848 | loss: 0.0311353 | val_loss: 0.0311484 | Time: 20492 ms [2022-04-21 13:36:18 main:574] : INFO : Epoch 1849 | loss: 0.0311379 | val_loss: 0.0311482 | Time: 23386.6 ms [2022-04-21 13:36:49 main:574] : INFO : Epoch 1850 | loss: 0.0311362 | val_loss: 0.0311534 | Time: 30476.8 ms [2022-04-21 13:37:11 main:574] : INFO : Epoch 1851 | loss: 0.0311346 | val_loss: 0.0311469 | Time: 22210.6 ms [2022-04-21 13:37:32 main:574] : INFO : Epoch 1852 | loss: 0.0311362 | val_loss: 0.0311481 | Time: 20700.4 ms [2022-04-21 13:37:52 main:574] : INFO : Epoch 1853 | loss: 0.0311383 | val_loss: 0.0311452 | Time: 20820.7 ms [2022-04-21 13:38:14 main:574] : INFO : Epoch 1854 | loss: 0.031137 | val_loss: 0.0311554 | Time: 21680.9 ms [2022-04-21 13:38:35 main:574] : INFO : Epoch 1855 | loss: 0.0311356 | val_loss: 0.0311482 | Time: 20861.4 ms [2022-04-21 13:38:56 main:574] : INFO : Epoch 1856 | loss: 0.031135 | val_loss: 0.0311464 | Time: 20943.3 ms [2022-04-21 13:39:17 main:574] : INFO : Epoch 1857 | loss: 0.0311347 | val_loss: 0.0311449 | Time: 21108.1 ms [2022-04-21 13:39:38 main:574] : INFO : Epoch 1858 | loss: 0.0311352 | val_loss: 0.0311434 | Time: 21433.8 ms [2022-04-21 13:40:00 main:574] : INFO : Epoch 1859 | loss: 0.0311346 | val_loss: 0.0311443 | Time: 21318.3 ms [2022-04-21 13:40:21 main:574] : INFO : Epoch 1860 | loss: 0.0311331 | val_loss: 0.0311487 | Time: 21348.8 ms [2022-04-21 13:40:42 main:574] : INFO : Epoch 1861 | loss: 0.0311314 | val_loss: 0.0311455 | Time: 20674.6 ms [2022-04-21 13:41:03 main:574] : INFO : Epoch 1862 | loss: 0.031131 | val_loss: 0.0311438 | Time: 20987.9 ms [2022-04-21 13:41:24 main:574] : INFO : Epoch 1863 | loss: 0.0311318 | val_loss: 0.0311433 | Time: 20976.9 ms [2022-04-21 13:41:44 main:574] : INFO : Epoch 1864 | loss: 0.03113 | val_loss: 0.0311428 | Time: 19927.8 ms [2022-04-21 13:42:06 main:574] : INFO : Epoch 1865 | loss: 0.0311307 | val_loss: 0.031144 | Time: 22130.7 ms [2022-04-21 13:42:27 main:574] : INFO : Epoch 1866 | loss: 0.0311303 | val_loss: 0.0311454 | Time: 21254.5 ms [2022-04-21 13:42:50 main:574] : INFO : Epoch 1867 | loss: 0.0311315 | val_loss: 0.0311449 | Time: 22477.4 ms [2022-04-21 13:43:13 main:574] : INFO : Epoch 1868 | loss: 0.0311304 | val_loss: 0.0311488 | Time: 23148 ms [2022-04-21 13:43:33 main:574] : INFO : Epoch 1869 | loss: 0.0311314 | val_loss: 0.031146 | Time: 20336.8 ms [2022-04-21 13:43:54 main:574] : INFO : Epoch 1870 | loss: 0.0311302 | val_loss: 0.0311438 | Time: 20393.4 ms [2022-04-21 13:44:15 main:574] : INFO : Epoch 1871 | loss: 0.0311331 | val_loss: 0.0311468 | Time: 21240.5 ms [2022-04-21 13:44:36 main:574] : INFO : Epoch 1872 | loss: 0.031132 | val_loss: 0.0311485 | Time: 21163.2 ms [2022-04-21 13:44:57 main:574] : INFO : Epoch 1873 | loss: 0.0311335 | val_loss: 0.031146 | Time: 20824.6 ms [2022-04-21 13:45:19 main:574] : INFO : Epoch 1874 | loss: 0.0311331 | val_loss: 0.0311451 | Time: 21794.3 ms [2022-04-21 13:45:40 main:574] : INFO : Epoch 1875 | loss: 0.0311317 | val_loss: 0.0311457 | Time: 21509.4 ms [2022-04-21 13:46:02 main:574] : INFO : Epoch 1876 | loss: 0.0311315 | val_loss: 0.0311474 | Time: 21610.6 ms [2022-04-21 13:46:24 main:574] : INFO : Epoch 1877 | loss: 0.0311304 | val_loss: 0.0311451 | Time: 21909.4 ms [2022-04-21 13:46:45 main:574] : INFO : Epoch 1878 | loss: 0.03113 | val_loss: 0.0311433 | Time: 20878.9 ms [2022-04-21 13:47:05 main:574] : INFO : Epoch 1879 | loss: 0.0311301 | val_loss: 0.0311476 | Time: 20247.5 ms [2022-04-21 13:47:26 main:574] : INFO : Epoch 1880 | loss: 0.0311322 | val_loss: 0.0311499 | Time: 21160.1 ms [2022-04-21 13:47:47 main:574] : INFO : Epoch 1881 | loss: 0.031131 | val_loss: 0.0311451 | Time: 20759.8 ms [2022-04-21 13:48:08 main:574] : INFO : Epoch 1882 | loss: 0.0311295 | val_loss: 0.0311441 | Time: 21285.1 ms [2022-04-21 13:48:29 main:574] : INFO : Epoch 1883 | loss: 0.0311286 | val_loss: 0.0311464 | Time: 20800.5 ms [2022-04-21 13:48:50 main:574] : INFO : Epoch 1884 | loss: 0.0311284 | val_loss: 0.0311455 | Time: 20415.2 ms [2022-04-21 13:49:11 main:574] : INFO : Epoch 1885 | loss: 0.0311289 | val_loss: 0.0311509 | Time: 21162.1 ms [2022-04-21 13:49:32 main:574] : INFO : Epoch 1886 | loss: 0.0311301 | val_loss: 0.0311446 | Time: 21110.1 ms [2022-04-21 13:49:54 main:574] : INFO : Epoch 1887 | loss: 0.0311291 | val_loss: 0.031149 | Time: 22415.6 ms [2022-04-21 13:50:18 main:574] : INFO : Epoch 1888 | loss: 0.03113 | val_loss: 0.0311471 | Time: 23142.9 ms [2022-04-21 13:50:38 main:574] : INFO : Epoch 1889 | loss: 0.0311291 | val_loss: 0.0311468 | Time: 20869.7 ms [2022-04-21 13:50:59 main:574] : INFO : Epoch 1890 | loss: 0.0311282 | val_loss: 0.0311516 | Time: 20777.1 ms [2022-04-21 13:51:20 main:574] : INFO : Epoch 1891 | loss: 0.031129 | val_loss: 0.0311448 | Time: 21260.1 ms [2022-04-21 13:51:42 main:574] : INFO : Epoch 1892 | loss: 0.031129 | val_loss: 0.031148 | Time: 21038.5 ms [2022-04-21 13:52:02 main:574] : INFO : Epoch 1893 | loss: 0.0311324 | val_loss: 0.0311433 | Time: 20137.4 ms [2022-04-21 13:52:24 main:574] : INFO : Epoch 1894 | loss: 0.0311266 | val_loss: 0.0311431 | Time: 21787.3 ms [2022-04-21 13:52:44 main:574] : INFO : Epoch 1895 | loss: 0.0311268 | val_loss: 0.0311446 | Time: 20415.2 ms [2022-04-21 13:53:05 main:574] : INFO : Epoch 1896 | loss: 0.0311276 | val_loss: 0.0311445 | Time: 20653.3 ms [2022-04-21 13:53:26 main:574] : INFO : Epoch 1897 | loss: 0.0311285 | val_loss: 0.0311461 | Time: 21822.2 ms [2022-04-21 13:53:47 main:574] : INFO : Epoch 1898 | loss: 0.0311278 | val_loss: 0.0311436 | Time: 20697.5 ms [2022-04-21 13:54:09 main:574] : INFO : Epoch 1899 | loss: 0.031127 | val_loss: 0.0311488 | Time: 21872.9 ms [2022-04-21 13:54:30 main:574] : INFO : Epoch 1900 | loss: 0.0311278 | val_loss: 0.0311488 | Time: 20666 ms [2022-04-21 13:54:51 main:574] : INFO : Epoch 1901 | loss: 0.0311303 | val_loss: 0.0311441 | Time: 21018.6 ms [2022-04-21 13:55:12 main:574] : INFO : Epoch 1902 | loss: 0.0311267 | val_loss: 0.0311468 | Time: 21088.9 ms [2022-04-21 13:55:32 main:574] : INFO : Epoch 1903 | loss: 0.0311296 | val_loss: 0.0311431 | Time: 20293.3 ms [2022-04-21 13:55:53 main:574] : INFO : Epoch 1904 | loss: 0.0311265 | val_loss: 0.031144 | Time: 20595.9 ms [2022-04-21 13:56:14 main:574] : INFO : Epoch 1905 | loss: 0.031126 | val_loss: 0.031146 | Time: 21333 ms [2022-04-21 13:56:35 main:574] : INFO : Epoch 1906 | loss: 0.0311273 | val_loss: 0.0311462 | Time: 20398.6 ms [2022-04-21 13:56:55 main:574] : INFO : Epoch 1907 | loss: 0.0311266 | val_loss: 0.0311511 | Time: 20336.5 ms [2022-04-21 13:57:17 main:574] : INFO : Epoch 1908 | loss: 0.0311269 | val_loss: 0.0311443 | Time: 22006.6 ms [2022-04-21 13:57:38 main:574] : INFO : Epoch 1909 | loss: 0.0311294 | val_loss: 0.0311458 | Time: 20899.4 ms [2022-04-21 13:57:59 main:574] : INFO : Epoch 1910 | loss: 0.0311307 | val_loss: 0.0311444 | Time: 21391.9 ms [2022-04-21 13:58:22 main:574] : INFO : Epoch 1911 | loss: 0.0311293 | val_loss: 0.0311445 | Time: 23059.9 ms [2022-04-21 13:58:43 main:574] : INFO : Epoch 1912 | loss: 0.0311272 | val_loss: 0.031146 | Time: 20204.2 ms [2022-04-21 13:59:03 main:574] : INFO : Epoch 1913 | loss: 0.0311265 | val_loss: 0.0311467 | Time: 20751.2 ms [2022-04-21 13:59:24 main:574] : INFO : Epoch 1914 | loss: 0.0311262 | val_loss: 0.031144 | Time: 21135.3 ms [2022-04-21 13:59:46 main:574] : INFO : Epoch 1915 | loss: 0.031126 | val_loss: 0.0311441 | Time: 21311.9 ms [2022-04-21 14:00:07 main:574] : INFO : Epoch 1916 | loss: 0.0311292 | val_loss: 0.0311447 | Time: 21468.5 ms [2022-04-21 14:00:29 main:574] : INFO : Epoch 1917 | loss: 0.0311335 | val_loss: 0.0311461 | Time: 21449.7 ms [2022-04-21 14:00:50 main:574] : INFO : Epoch 1918 | loss: 0.0311337 | val_loss: 0.0311517 | Time: 21220.1 ms [2022-04-21 14:01:12 main:574] : INFO : Epoch 1919 | loss: 0.0311349 | val_loss: 0.0311448 | Time: 21684.7 ms [2022-04-21 14:01:33 main:574] : INFO : Epoch 1920 | loss: 0.0311304 | val_loss: 0.0311456 | Time: 20918.1 ms [2022-04-21 14:01:53 main:574] : INFO : Epoch 1921 | loss: 0.0311308 | val_loss: 0.0311433 | Time: 20599.5 ms [2022-04-21 14:02:15 main:574] : INFO : Epoch 1922 | loss: 0.0311289 | val_loss: 0.031148 | Time: 21769.4 ms [2022-04-21 14:02:36 main:574] : INFO : Epoch 1923 | loss: 0.03113 | val_loss: 0.0311454 | Time: 20768.3 ms [2022-04-21 14:02:56 main:574] : INFO : Epoch 1924 | loss: 0.0311325 | val_loss: 0.0311467 | Time: 20279.7 ms [2022-04-21 14:03:18 main:574] : INFO : Epoch 1925 | loss: 0.0311318 | val_loss: 0.031144 | Time: 21851.2 ms [2022-04-21 14:03:39 main:574] : INFO : Epoch 1926 | loss: 0.0311318 | val_loss: 0.0311457 | Time: 20598.7 ms [2022-04-21 14:03:59 main:574] : INFO : Epoch 1927 | loss: 0.0311332 | val_loss: 0.0311448 | Time: 20468.7 ms [2022-04-21 14:04:21 main:574] : INFO : Epoch 1928 | loss: 0.0311331 | val_loss: 0.0311465 | Time: 21959.6 ms [2022-04-21 14:04:42 main:574] : INFO : Epoch 1929 | loss: 0.0311316 | val_loss: 0.0311436 | Time: 20672.1 ms [2022-04-21 14:05:03 main:574] : INFO : Epoch 1930 | loss: 0.03113 | val_loss: 0.0311438 | Time: 21142.9 ms [2022-04-21 14:05:24 main:574] : INFO : Epoch 1931 | loss: 0.0311305 | val_loss: 0.0311448 | Time: 21552.3 ms [2022-04-21 14:05:45 main:574] : INFO : Epoch 1932 | loss: 0.0311303 | val_loss: 0.031144 | Time: 20327.1 ms [2022-04-21 14:06:06 main:574] : INFO : Epoch 1933 | loss: 0.0311317 | val_loss: 0.0311458 | Time: 20720.6 ms [2022-04-21 14:06:26 main:574] : INFO : Epoch 1934 | loss: 0.0311301 | val_loss: 0.0311474 | Time: 20564.1 ms [2022-04-21 14:06:47 main:574] : INFO : Epoch 1935 | loss: 0.0311301 | val_loss: 0.0311451 | Time: 21298.8 ms [2022-04-21 14:07:09 main:574] : INFO : Epoch 1936 | loss: 0.031129 | val_loss: 0.0311432 | Time: 21390.5 ms [2022-04-21 14:07:29 main:574] : INFO : Epoch 1937 | loss: 0.0311326 | val_loss: 0.0311454 | Time: 20415.5 ms [2022-04-21 14:07:50 main:574] : INFO : Epoch 1938 | loss: 0.0311321 | val_loss: 0.0311451 | Time: 20627.8 ms [2022-04-21 14:08:11 main:574] : INFO : Epoch 1939 | loss: 0.0311297 | val_loss: 0.0311427 | Time: 20878.1 ms [2022-04-21 14:08:31 main:574] : INFO : Epoch 1940 | loss: 0.0311305 | val_loss: 0.0311432 | Time: 20371.9 ms [2022-04-21 14:08:52 main:574] : INFO : Epoch 1941 | loss: 0.031129 | val_loss: 0.0311426 | Time: 20253.1 ms [2022-04-21 14:09:13 main:574] : INFO : Epoch 1942 | loss: 0.0311305 | val_loss: 0.0311438 | Time: 20932.8 ms [2022-04-21 14:09:32 main:574] : INFO : Epoch 1943 | loss: 0.0311291 | val_loss: 0.0311412 | Time: 19949.5 ms [2022-04-21 14:09:53 main:574] : INFO : Epoch 1944 | loss: 0.0311288 | val_loss: 0.0311453 | Time: 20087.9 ms [2022-04-21 14:10:14 main:574] : INFO : Epoch 1945 | loss: 0.0311267 | val_loss: 0.0311409 | Time: 21137.4 ms [2022-04-21 14:10:34 main:574] : INFO : Epoch 1946 | loss: 0.0311263 | val_loss: 0.0311419 | Time: 20317.1 ms [2022-04-21 14:10:56 main:574] : INFO : Epoch 1947 | loss: 0.0311283 | val_loss: 0.0311514 | Time: 21638.4 ms [2022-04-21 14:11:16 main:574] : INFO : Epoch 1948 | loss: 0.0311299 | val_loss: 0.0311447 | Time: 20733.8 ms [2022-04-21 14:11:36 main:574] : INFO : Epoch 1949 | loss: 0.0311265 | val_loss: 0.0311451 | Time: 19985.5 ms [2022-04-21 14:11:57 main:574] : INFO : Epoch 1950 | loss: 0.0311248 | val_loss: 0.0311447 | Time: 20195.4 ms [2022-04-21 14:12:18 main:574] : INFO : Epoch 1951 | loss: 0.0311249 | val_loss: 0.0311408 | Time: 21287.5 ms [2022-04-21 14:12:38 main:574] : INFO : Epoch 1952 | loss: 0.031126 | val_loss: 0.0311402 | Time: 20302 ms [2022-04-21 14:12:58 main:574] : INFO : Epoch 1953 | loss: 0.0311264 | val_loss: 0.0311412 | Time: 20082.5 ms [2022-04-21 14:13:21 main:574] : INFO : Epoch 1954 | loss: 0.0311275 | val_loss: 0.0311403 | Time: 22123.5 ms [2022-04-21 14:13:41 main:574] : INFO : Epoch 1955 | loss: 0.0311279 | val_loss: 0.031142 | Time: 20820.7 ms [2022-04-21 14:14:01 main:574] : INFO : Epoch 1956 | loss: 0.031126 | val_loss: 0.03114 | Time: 19790.1 ms [2022-04-21 14:14:22 main:574] : INFO : Epoch 1957 | loss: 0.0311288 | val_loss: 0.0311413 | Time: 20790.7 ms [2022-04-21 14:14:42 main:574] : INFO : Epoch 1958 | loss: 0.0311262 | val_loss: 0.0311416 | Time: 20433 ms [2022-04-21 14:15:02 main:574] : INFO : Epoch 1959 | loss: 0.0311254 | val_loss: 0.0311416 | Time: 19235.1 ms [2022-04-21 14:15:22 main:574] : INFO : Epoch 1960 | loss: 0.0311259 | val_loss: 0.0311434 | Time: 20451 ms [2022-04-21 14:15:42 main:574] : INFO : Epoch 1961 | loss: 0.031126 | val_loss: 0.031143 | Time: 19510.9 ms [2022-04-21 14:16:03 main:574] : INFO : Epoch 1962 | loss: 0.0311271 | val_loss: 0.0311465 | Time: 21022.8 ms [2022-04-21 14:16:25 main:574] : INFO : Epoch 1963 | loss: 0.0311273 | val_loss: 0.0311451 | Time: 22059 ms [2022-04-21 14:16:45 main:574] : INFO : Epoch 1964 | loss: 0.0311261 | val_loss: 0.0311467 | Time: 20600.7 ms [2022-04-21 14:17:07 main:574] : INFO : Epoch 1965 | loss: 0.0311272 | val_loss: 0.0311462 | Time: 21955.5 ms [2022-04-21 14:17:28 main:574] : INFO : Epoch 1966 | loss: 0.0311296 | val_loss: 0.031148 | Time: 20677.4 ms [2022-04-21 14:17:49 main:574] : INFO : Epoch 1967 | loss: 0.0311303 | val_loss: 0.0311497 | Time: 20405.3 ms [2022-04-21 14:18:10 main:574] : INFO : Epoch 1968 | loss: 0.0311281 | val_loss: 0.0311485 | Time: 21155.3 ms [2022-04-21 14:18:30 main:574] : INFO : Epoch 1969 | loss: 0.0311276 | val_loss: 0.0311468 | Time: 20426.6 ms [2022-04-21 14:18:50 main:574] : INFO : Epoch 1970 | loss: 0.0311252 | val_loss: 0.0311427 | Time: 19613.3 ms [2022-04-21 14:19:10 main:574] : INFO : Epoch 1971 | loss: 0.0311287 | val_loss: 0.0311491 | Time: 20229.8 ms [2022-04-21 14:19:30 main:574] : INFO : Epoch 1972 | loss: 0.0311426 | val_loss: 0.0311484 | Time: 19544.6 ms [2022-04-21 14:19:50 main:574] : INFO : Epoch 1973 | loss: 0.0311395 | val_loss: 0.0311552 | Time: 19985.9 ms [2022-04-21 14:20:11 main:574] : INFO : Epoch 1974 | loss: 0.0311404 | val_loss: 0.0311507 | Time: 20926.9 ms [2022-04-21 14:20:30 main:574] : INFO : Epoch 1975 | loss: 0.0311359 | val_loss: 0.0311542 | Time: 19632.6 ms [2022-04-21 14:20:50 main:574] : INFO : Epoch 1976 | loss: 0.0311369 | val_loss: 0.0311468 | Time: 19731.9 ms [2022-04-21 14:21:11 main:574] : INFO : Epoch 1977 | loss: 0.0311336 | val_loss: 0.031145 | Time: 20509.9 ms [2022-04-21 14:21:30 main:574] : INFO : Epoch 1978 | loss: 0.0311358 | val_loss: 0.0311502 | Time: 19709.4 ms [2022-04-21 14:21:50 main:574] : INFO : Epoch 1979 | loss: 0.0311354 | val_loss: 0.0311495 | Time: 19691.5 ms [2022-04-21 14:22:10 main:574] : INFO : Epoch 1980 | loss: 0.0311358 | val_loss: 0.0311461 | Time: 20376.8 ms [2022-04-21 14:22:30 main:574] : INFO : Epoch 1981 | loss: 0.0311382 | val_loss: 0.0311474 | Time: 20052.6 ms [2022-04-21 14:22:50 main:574] : INFO : Epoch 1982 | loss: 0.0311348 | val_loss: 0.0311449 | Time: 19938.7 ms [2022-04-21 14:23:10 main:574] : INFO : Epoch 1983 | loss: 0.0311375 | val_loss: 0.031155 | Time: 20015 ms [2022-04-21 14:23:30 main:574] : INFO : Epoch 1984 | loss: 0.0311405 | val_loss: 0.0311479 | Time: 19602.5 ms [2022-04-21 14:23:50 main:574] : INFO : Epoch 1985 | loss: 0.0311365 | val_loss: 0.0311501 | Time: 19732 ms [2022-04-21 14:24:10 main:574] : INFO : Epoch 1986 | loss: 0.0311349 | val_loss: 0.0311497 | Time: 20310.4 ms [2022-04-21 14:24:30 main:574] : INFO : Epoch 1987 | loss: 0.0311355 | val_loss: 0.0311447 | Time: 19651.4 ms [2022-04-21 14:24:50 main:574] : INFO : Epoch 1988 | loss: 0.0311348 | val_loss: 0.0311486 | Time: 20368.8 ms [2022-04-21 14:25:11 main:574] : INFO : Epoch 1989 | loss: 0.0311344 | val_loss: 0.0311481 | Time: 20407.4 ms [2022-04-21 14:25:30 main:574] : INFO : Epoch 1990 | loss: 0.0311343 | val_loss: 0.031149 | Time: 19886.2 ms [2022-04-21 14:25:50 main:574] : INFO : Epoch 1991 | loss: 0.0311396 | val_loss: 0.0311474 | Time: 19205.6 ms [2022-04-21 14:26:10 main:574] : INFO : Epoch 1992 | loss: 0.031137 | val_loss: 0.0311467 | Time: 20814.3 ms [2022-04-21 14:26:30 main:574] : INFO : Epoch 1993 | loss: 0.0311347 | val_loss: 0.0311454 | Time: 19444.1 ms [2022-04-21 14:26:50 main:574] : INFO : Epoch 1994 | loss: 0.031135 | val_loss: 0.0311449 | Time: 19949.8 ms [2022-04-21 14:27:11 main:574] : INFO : Epoch 1995 | loss: 0.0311358 | val_loss: 0.0311483 | Time: 20733.4 ms [2022-04-21 14:27:30 main:574] : INFO : Epoch 1996 | loss: 0.0311352 | val_loss: 0.0311491 | Time: 19380.5 ms [2022-04-21 14:27:50 main:574] : INFO : Epoch 1997 | loss: 0.0311343 | val_loss: 0.0311453 | Time: 19738.1 ms [2022-04-21 14:28:10 main:574] : INFO : Epoch 1998 | loss: 0.031133 | val_loss: 0.0311484 | Time: 20334.9 ms [2022-04-21 14:28:30 main:574] : INFO : Epoch 1999 | loss: 0.0311324 | val_loss: 0.0311472 | Time: 19630.4 ms [2022-04-21 14:28:50 main:574] : INFO : Epoch 2000 | loss: 0.0311329 | val_loss: 0.0311475 | Time: 20034.2 ms [2022-04-21 14:29:10 main:574] : INFO : Epoch 2001 | loss: 0.0311329 | val_loss: 0.0311481 | Time: 20066.9 ms [2022-04-21 14:29:29 main:574] : INFO : Epoch 2002 | loss: 0.031133 | val_loss: 0.031145 | Time: 19465.1 ms [2022-04-21 14:29:49 main:574] : INFO : Epoch 2003 | loss: 0.0311322 | val_loss: 0.0311469 | Time: 20051.8 ms [2022-04-21 14:30:10 main:574] : INFO : Epoch 2004 | loss: 0.0311314 | val_loss: 0.0311479 | Time: 20210.4 ms [2022-04-21 14:30:29 main:574] : INFO : Epoch 2005 | loss: 0.0311326 | val_loss: 0.0311491 | Time: 19562.8 ms [2022-04-21 14:30:49 main:574] : INFO : Epoch 2006 | loss: 0.0311311 | val_loss: 0.0311494 | Time: 19711.8 ms [2022-04-21 14:31:10 main:574] : INFO : Epoch 2007 | loss: 0.0311315 | val_loss: 0.0311489 | Time: 20746.5 ms [2022-04-21 14:31:29 main:574] : INFO : Epoch 2008 | loss: 0.0311316 | val_loss: 0.0311449 | Time: 19476.3 ms [2022-04-21 14:31:49 main:574] : INFO : Epoch 2009 | loss: 0.0311318 | val_loss: 0.0311499 | Time: 19809.5 ms [2022-04-21 14:32:09 main:574] : INFO : Epoch 2010 | loss: 0.0311302 | val_loss: 0.0311463 | Time: 20189.5 ms [2022-04-21 14:32:29 main:574] : INFO : Epoch 2011 | loss: 0.0311339 | val_loss: 0.0311475 | Time: 19618.1 ms [2022-04-21 14:32:49 main:574] : INFO : Epoch 2012 | loss: 0.0311331 | val_loss: 0.0311504 | Time: 19608.8 ms [2022-04-21 14:33:09 main:574] : INFO : Epoch 2013 | loss: 0.0311326 | val_loss: 0.0311452 | Time: 19923.2 ms [2022-04-21 14:33:28 main:574] : INFO : Epoch 2014 | loss: 0.0311344 | val_loss: 0.031155 | Time: 19410.7 ms [2022-04-21 14:33:48 main:574] : INFO : Epoch 2015 | loss: 0.0311343 | val_loss: 0.0311493 | Time: 20238 ms [2022-04-21 14:34:09 main:574] : INFO : Epoch 2016 | loss: 0.0311317 | val_loss: 0.0311506 | Time: 20546.4 ms [2022-04-21 14:34:28 main:574] : INFO : Epoch 2017 | loss: 0.031132 | val_loss: 0.0311467 | Time: 19433.8 ms [2022-04-21 14:34:48 main:574] : INFO : Epoch 2018 | loss: 0.0311309 | val_loss: 0.0311479 | Time: 20071.6 ms [2022-04-21 14:35:09 main:574] : INFO : Epoch 2019 | loss: 0.0311312 | val_loss: 0.0311478 | Time: 20604.8 ms [2022-04-21 14:35:29 main:574] : INFO : Epoch 2020 | loss: 0.0311318 | val_loss: 0.0311559 | Time: 19610.4 ms [2022-04-21 14:35:48 main:574] : INFO : Epoch 2021 | loss: 0.0311314 | val_loss: 0.0311518 | Time: 19346 ms [2022-04-21 14:36:09 main:574] : INFO : Epoch 2022 | loss: 0.0311319 | val_loss: 0.0311478 | Time: 21280 ms [2022-04-21 14:36:30 main:574] : INFO : Epoch 2023 | loss: 0.031134 | val_loss: 0.0311543 | Time: 21023.4 ms [2022-04-21 14:36:59 main:574] : INFO : Epoch 2024 | loss: 0.0311334 | val_loss: 0.0311514 | Time: 29258.4 ms [2022-04-21 14:37:21 main:574] : INFO : Epoch 2025 | loss: 0.031134 | val_loss: 0.0311497 | Time: 21259.1 ms [2022-04-21 14:37:41 main:574] : INFO : Epoch 2026 | loss: 0.0311362 | val_loss: 0.0311522 | Time: 19665.3 ms [2022-04-21 14:38:00 main:574] : INFO : Epoch 2027 | loss: 0.0311346 | val_loss: 0.0311516 | Time: 19327.5 ms [2022-04-21 14:38:20 main:574] : INFO : Epoch 2028 | loss: 0.0311331 | val_loss: 0.0311502 | Time: 20433.8 ms [2022-04-21 14:38:40 main:574] : INFO : Epoch 2029 | loss: 0.0311325 | val_loss: 0.0311468 | Time: 19546.9 ms [2022-04-21 14:38:59 main:574] : INFO : Epoch 2030 | loss: 0.0311309 | val_loss: 0.0311513 | Time: 19416.7 ms [2022-04-21 14:39:20 main:574] : INFO : Epoch 2031 | loss: 0.0311299 | val_loss: 0.0311455 | Time: 20237.7 ms [2022-04-21 14:39:39 main:574] : INFO : Epoch 2032 | loss: 0.0311299 | val_loss: 0.0311479 | Time: 19900.8 ms [2022-04-21 14:39:59 main:574] : INFO : Epoch 2033 | loss: 0.0311302 | val_loss: 0.0311473 | Time: 19967.8 ms [2022-04-21 14:40:20 main:574] : INFO : Epoch 2034 | loss: 0.0311302 | val_loss: 0.0311468 | Time: 20177.7 ms [2022-04-21 14:40:40 main:574] : INFO : Epoch 2035 | loss: 0.0311297 | val_loss: 0.0311468 | Time: 19918.8 ms [2022-04-21 14:41:00 main:574] : INFO : Epoch 2036 | loss: 0.0311288 | val_loss: 0.0311476 | Time: 20769.6 ms [2022-04-21 14:41:22 main:574] : INFO : Epoch 2037 | loss: 0.0311283 | val_loss: 0.0311468 | Time: 21826.6 ms [2022-04-21 14:41:42 main:574] : INFO : Epoch 2038 | loss: 0.0311317 | val_loss: 0.0311477 | Time: 19388.6 ms [2022-04-21 14:42:01 main:574] : INFO : Epoch 2039 | loss: 0.0311302 | val_loss: 0.0311507 | Time: 19214.2 ms [2022-04-21 14:42:22 main:574] : INFO : Epoch 2040 | loss: 0.0311305 | val_loss: 0.0311498 | Time: 20890.8 ms [2022-04-21 14:42:41 main:574] : INFO : Epoch 2041 | loss: 0.0311302 | val_loss: 0.0311487 | Time: 19637 ms [2022-04-21 14:43:01 main:574] : INFO : Epoch 2042 | loss: 0.0311315 | val_loss: 0.0311456 | Time: 19698.6 ms [2022-04-21 14:43:21 main:574] : INFO : Epoch 2043 | loss: 0.0311321 | val_loss: 0.0311502 | Time: 20178.6 ms [2022-04-21 14:43:41 main:574] : INFO : Epoch 2044 | loss: 0.0311318 | val_loss: 0.0311482 | Time: 19392.2 ms [2022-04-21 14:44:02 main:574] : INFO : Epoch 2045 | loss: 0.0311312 | val_loss: 0.0311463 | Time: 21499.4 ms [2022-04-21 14:44:23 main:574] : INFO : Epoch 2046 | loss: 0.0311315 | val_loss: 0.0311493 | Time: 20295.7 ms [2022-04-21 14:44:43 main:574] : INFO : Epoch 2047 | loss: 0.031133 | val_loss: 0.0311546 | Time: 20051.3 ms [2022-04-21 14:45:02 main:574] : INFO : Epoch 2048 | loss: 0.0311329 | val_loss: 0.0311517 | Time: 19417.6 ms [2022-04-21 14:45:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311517 [2022-04-21 14:45:02 main:603] : INFO : Saving end state to config to file [2022-04-21 14:45:02 main:608] : INFO : Success, exiting.. 14:45:02 (3292): 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)