Task 6921074
| Name | ParityMachine-1627976961-13412-2_1 |
| Workunit | 4388429 |
| Created | 26 Aug 2021, 13:43:15 UTC |
| Sent | 26 Aug 2021, 14:21:04 UTC |
| Report deadline | 2 Sep 2021, 14:21:04 UTC |
| Received | 26 Aug 2021, 16:18:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 50 min 10 sec |
| CPU time | 48 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2:05:55 main:574] : INFO : Epoch 1542 | loss: 0.0311381 | val_loss: 0.0311634 | Time: 1430.78 ms [2021-08-26 12:05:57 main:574] : INFO : Epoch 1543 | loss: 0.0311371 | val_loss: 0.0311597 | Time: 1435.01 ms [2021-08-26 12:05:58 main:574] : INFO : Epoch 1544 | loss: 0.0311356 | val_loss: 0.0311552 | Time: 1439.55 ms [2021-08-26 12:06:00 main:574] : INFO : Epoch 1545 | loss: 0.0311339 | val_loss: 0.0311592 | Time: 1438.59 ms [2021-08-26 12:06:01 main:574] : INFO : Epoch 1546 | loss: 0.0311328 | val_loss: 0.0311535 | Time: 1432.93 ms [2021-08-26 12:06:03 main:574] : INFO : Epoch 1547 | loss: 0.0311364 | val_loss: 0.0311569 | Time: 1431.78 ms [2021-08-26 12:06:04 main:574] : INFO : Epoch 1548 | loss: 0.0311385 | val_loss: 0.0311549 | Time: 1433.35 ms [2021-08-26 12:06:06 main:574] : INFO : Epoch 1549 | loss: 0.0311377 | val_loss: 0.0311559 | Time: 1434.57 ms [2021-08-26 12:06:07 main:574] : INFO : Epoch 1550 | loss: 0.031137 | val_loss: 0.0311531 | Time: 1430.79 ms [2021-08-26 12:06:08 main:574] : INFO : Epoch 1551 | loss: 0.0311363 | val_loss: 0.0311546 | Time: 1431.91 ms [2021-08-26 12:06:10 main:574] : INFO : Epoch 1552 | loss: 0.0311354 | val_loss: 0.0311543 | Time: 1434.45 ms [2021-08-26 12:06:11 main:574] : INFO : Epoch 1553 | loss: 0.0311361 | val_loss: 0.0311562 | Time: 1430.29 ms [2021-08-26 12:06:13 main:574] : INFO : Epoch 1554 | loss: 0.0311393 | val_loss: 0.0311606 | Time: 1433.27 ms [2021-08-26 12:06:14 main:574] : INFO : Epoch 1555 | loss: 0.031137 | val_loss: 0.031155 | Time: 1431.23 ms [2021-08-26 12:06:16 main:574] : INFO : Epoch 1556 | loss: 0.0311348 | val_loss: 0.0311541 | Time: 1428.39 ms [2021-08-26 12:06:17 main:574] : INFO : Epoch 1557 | loss: 0.0311339 | val_loss: 0.0311547 | Time: 1434.37 ms [2021-08-26 12:06:19 main:574] : INFO : Epoch 1558 | loss: 0.0311333 | val_loss: 0.0311527 | Time: 1432.96 ms [2021-08-26 12:06:20 main:574] : INFO : Epoch 1559 | loss: 0.0311328 | val_loss: 0.0311522 | Time: 1436.46 ms [2021-08-26 12:06:22 main:574] : INFO : Epoch 1560 | loss: 0.0311335 | val_loss: 0.0311544 | Time: 1434.09 ms [2021-08-26 12:06:23 main:574] : INFO : Epoch 1561 | loss: 0.0311334 | val_loss: 0.0311547 | Time: 1434.74 ms [2021-08-26 12:06:25 main:574] : INFO : Epoch 1562 | loss: 0.031134 | val_loss: 0.0311534 | Time: 1433.41 ms [2021-08-26 12:06:26 main:574] : INFO : Epoch 1563 | loss: 0.0311351 | val_loss: 0.0311546 | Time: 1432.27 ms [2021-08-26 12:06:27 main:574] : INFO : Epoch 1564 | loss: 0.0311359 | val_loss: 0.0311551 | Time: 1437.55 ms [2021-08-26 12:06:29 main:574] : INFO : Epoch 1565 | loss: 0.0311336 | val_loss: 0.031155 | Time: 1435.86 ms [2021-08-26 12:06:30 main:574] : INFO : Epoch 1566 | loss: 0.0311343 | val_loss: 0.0311566 | Time: 1439.1 ms [2021-08-26 12:06:32 main:574] : INFO : Epoch 1567 | loss: 0.0311385 | val_loss: 0.0311532 | Time: 1430.62 ms [2021-08-26 12:06:33 main:574] : INFO : Epoch 1568 | loss: 0.0311386 | val_loss: 0.0311522 | Time: 1434.01 ms [2021-08-26 12:06:35 main:574] : INFO : Epoch 1569 | loss: 0.031138 | val_loss: 0.0311518 | Time: 1435.93 ms [2021-08-26 12:06:36 main:574] : INFO : Epoch 1570 | loss: 0.0311367 | val_loss: 0.0311527 | Time: 1434 ms [2021-08-26 12:06:38 main:574] : INFO : Epoch 1571 | loss: 0.0311359 | val_loss: 0.0311542 | Time: 1435.25 ms [2021-08-26 12:06:39 main:574] : INFO : Epoch 1572 | loss: 0.0311384 | val_loss: 0.0311561 | Time: 1430.62 ms [2021-08-26 12:06:41 main:574] : INFO : Epoch 1573 | loss: 0.0311358 | val_loss: 0.0311555 | Time: 1428.85 ms [2021-08-26 12:06:42 main:574] : INFO : Epoch 1574 | loss: 0.0311375 | val_loss: 0.0311532 | Time: 1431.2 ms [2021-08-26 12:06:43 main:574] : INFO : Epoch 1575 | loss: 0.0311361 | val_loss: 0.0311537 | Time: 1433.87 ms [2021-08-26 12:06:45 main:574] : INFO : Epoch 1576 | loss: 0.0311347 | val_loss: 0.0311518 | Time: 1437.87 ms [2021-08-26 12:06:46 main:574] : INFO : Epoch 1577 | loss: 0.0311337 | val_loss: 0.0311514 | Time: 1433.18 ms [2021-08-26 12:06:48 main:574] : INFO : Epoch 1578 | loss: 0.0311356 | val_loss: 0.0311518 | Time: 1450.42 ms [2021-08-26 12:06:49 main:574] : INFO : Epoch 1579 | loss: 0.0311387 | val_loss: 0.0311529 | Time: 1432.47 ms [2021-08-26 12:06:51 main:574] : INFO : Epoch 1580 | loss: 0.0311367 | val_loss: 0.0311534 | Time: 1434.22 ms [2021-08-26 12:06:52 main:574] : INFO : Epoch 1581 | loss: 0.031135 | val_loss: 0.0311523 | Time: 1432.39 ms [2021-08-26 12:06:54 main:574] : INFO : Epoch 1582 | loss: 0.0311334 | val_loss: 0.0311557 | Time: 1434.63 ms [2021-08-26 12:06:55 main:574] : INFO : Epoch 1583 | loss: 0.0311358 | val_loss: 0.031155 | Time: 1434.03 ms [2021-08-26 12:06:57 main:574] : INFO : Epoch 1584 | loss: 0.0311338 | val_loss: 0.031152 | Time: 1429.21 ms [2021-08-26 12:06:58 main:574] : INFO : Epoch 1585 | loss: 0.0311323 | val_loss: 0.0311571 | Time: 1436.95 ms [2021-08-26 12:07:00 main:574] : INFO : Epoch 1586 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1435.1 ms [2021-08-26 12:07:01 main:574] : INFO : Epoch 1587 | loss: 0.03118 | val_loss: 0.0311955 | Time: 1436.04 ms [2021-08-26 12:07:02 main:574] : INFO : Epoch 1588 | loss: 0.0344353 | val_loss: 0.0347174 | Time: 1434.8 ms [2021-08-26 12:07:04 main:574] : INFO : Epoch 1589 | loss: 0.0320275 | val_loss: 0.031433 | Time: 1436.75 ms [2021-08-26 12:07:05 main:574] : INFO : Epoch 1590 | loss: 0.0313122 | val_loss: 0.0312275 | Time: 1433.38 ms [2021-08-26 12:07:07 main:574] : INFO : Epoch 1591 | loss: 0.0312059 | val_loss: 0.0311986 | Time: 1429.59 ms [2021-08-26 12:07:08 main:574] : INFO : Epoch 1592 | loss: 0.0311873 | val_loss: 0.031183 | Time: 1434.6 ms [2021-08-26 12:07:10 main:574] : INFO : Epoch 1593 | loss: 0.0311838 | val_loss: 0.0311846 | Time: 1430.43 ms [2021-08-26 12:07:11 main:574] : INFO : Epoch 1594 | loss: 0.0311778 | val_loss: 0.0311862 | Time: 1434.09 ms [2021-08-26 12:07:13 main:574] : INFO : Epoch 1595 | loss: 0.0311753 | val_loss: 0.031183 | Time: 1433.7 ms [2021-08-26 12:07:14 main:574] : INFO : Epoch 1596 | loss: 0.031173 | val_loss: 0.0311718 | Time: 1430.92 ms [2021-08-26 12:07:16 main:574] : INFO : Epoch 1597 | loss: 0.0311719 | val_loss: 0.0311714 | Time: 1436.35 ms [2021-08-26 12:07:17 main:574] : INFO : Epoch 1598 | loss: 0.0311682 | val_loss: 0.0311717 | Time: 1430.59 ms [2021-08-26 12:07:18 main:574] : INFO : Epoch 1599 | loss: 0.031167 | val_loss: 0.0311725 | Time: 1429.98 ms [2021-08-26 12:07:20 main:574] : INFO : Epoch 1600 | loss: 0.0311683 | val_loss: 0.0311744 | Time: 1434.06 ms [2021-08-26 12:07:21 main:574] : INFO : Epoch 1601 | loss: 0.0311685 | val_loss: 0.0311687 | Time: 1434.93 ms [2021-08-26 12:07:23 main:574] : INFO : Epoch 1602 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 1434.62 ms [2021-08-26 12:07:24 main:574] : INFO : Epoch 1603 | loss: 0.0311628 | val_loss: 0.0311695 | Time: 1437.64 ms [2021-08-26 12:07:26 main:574] : INFO : Epoch 1604 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 1431.25 ms [2021-08-26 12:07:27 main:574] : INFO : Epoch 1605 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 1432.42 ms [2021-08-26 12:07:29 main:574] : INFO : Epoch 1606 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 1433.74 ms [2021-08-26 12:07:30 main:574] : INFO : Epoch 1607 | loss: 0.0311622 | val_loss: 0.031168 | Time: 1442.15 ms [2021-08-26 12:07:32 main:574] : INFO : Epoch 1608 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 1437.76 ms [2021-08-26 12:07:33 main:574] : INFO : Epoch 1609 | loss: 0.0311622 | val_loss: 0.0311675 | Time: 1435.61 ms [2021-08-26 12:07:34 main:574] : INFO : Epoch 1610 | loss: 0.0311617 | val_loss: 0.0311661 | Time: 1433.63 ms [2021-08-26 12:07:36 main:574] : INFO : Epoch 1611 | loss: 0.0311605 | val_loss: 0.031169 | Time: 1432.42 ms [2021-08-26 12:07:37 main:574] : INFO : Epoch 1612 | loss: 0.0311648 | val_loss: 0.0311724 | Time: 1433.94 ms [2021-08-26 12:07:39 main:574] : INFO : Epoch 1613 | loss: 0.0311663 | val_loss: 0.031172 | Time: 1436.03 ms [2021-08-26 12:07:40 main:574] : INFO : Epoch 1614 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 1435.6 ms [2021-08-26 12:07:42 main:574] : INFO : Epoch 1615 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 1466.73 ms [2021-08-26 12:07:43 main:574] : INFO : Epoch 1616 | loss: 0.031165 | val_loss: 0.0311694 | Time: 1435.01 ms [2021-08-26 12:07:45 main:574] : INFO : Epoch 1617 | loss: 0.031164 | val_loss: 0.0311707 | Time: 1438.39 ms [2021-08-26 12:07:46 main:574] : INFO : Epoch 1618 | loss: 0.031163 | val_loss: 0.0311702 | Time: 1434.33 ms [2021-08-26 12:07:48 main:574] : INFO : Epoch 1619 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 1435.09 ms [2021-08-26 12:07:49 main:574] : INFO : Epoch 1620 | loss: 0.0311615 | val_loss: 0.0311695 | Time: 1433.1 ms [2021-08-26 12:07:51 main:574] : INFO : Epoch 1621 | loss: 0.0311619 | val_loss: 0.0311687 | Time: 1433.05 ms [2021-08-26 12:07:52 main:574] : INFO : Epoch 1622 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 1431.91 ms [2021-08-26 12:07:54 main:574] : INFO : Epoch 1623 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 1435.13 ms [2021-08-26 12:07:55 main:574] : INFO : Epoch 1624 | loss: 0.0311616 | val_loss: 0.0311683 | Time: 1437.16 ms [2021-08-26 12:07:56 main:574] : INFO : Epoch 1625 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 1435.59 ms [2021-08-26 12:07:58 main:574] : INFO : Epoch 1626 | loss: 0.0311607 | val_loss: 0.0311668 | Time: 1434.99 ms [2021-08-26 12:07:59 main:574] : INFO : Epoch 1627 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 1434.33 ms [2021-08-26 12:08:01 main:574] : INFO : Epoch 1628 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 1437.18 ms [2021-08-26 12:08:02 main:574] : INFO : Epoch 1629 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 1435.94 ms [2021-08-26 12:08:04 main:574] : INFO : Epoch 1630 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 1436.87 ms [2021-08-26 12:08:05 main:574] : INFO : Epoch 1631 | loss: 0.0311591 | val_loss: 0.031166 | Time: 1433.77 ms [2021-08-26 12:08:07 main:574] : INFO : Epoch 1632 | loss: 0.0311587 | val_loss: 0.0311687 | Time: 1436.77 ms [2021-08-26 12:08:08 main:574] : INFO : Epoch 1633 | loss: 0.0311581 | val_loss: 0.0311655 | Time: 1435.39 ms [2021-08-26 12:08:10 main:574] : INFO : Epoch 1634 | loss: 0.0311573 | val_loss: 0.0311662 | Time: 1438.77 ms [2021-08-26 12:08:11 main:574] : INFO : Epoch 1635 | loss: 0.0311576 | val_loss: 0.0311671 | Time: 1438.22 ms [2021-08-26 12:08:13 main:574] : INFO : Epoch 1636 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 1433.74 ms [2021-08-26 12:08:14 main:574] : INFO : Epoch 1637 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 1438.72 ms [2021-08-26 12:08:15 main:574] : INFO : Epoch 1638 | loss: 0.031157 | val_loss: 0.0311654 | Time: 1430.85 ms [2021-08-26 12:08:17 main:574] : INFO : Epoch 1639 | loss: 0.0311567 | val_loss: 0.0311651 | Time: 1435.17 ms [2021-08-26 12:08:18 main:574] : INFO : Epoch 1640 | loss: 0.0311577 | val_loss: 0.0311657 | Time: 1438.76 ms [2021-08-26 12:08:20 main:574] : INFO : Epoch 1641 | loss: 0.0311567 | val_loss: 0.0311664 | Time: 1439.95 ms [2021-08-26 12:08:21 main:574] : INFO : Epoch 1642 | loss: 0.031156 | val_loss: 0.0311668 | Time: 1436.71 ms [2021-08-26 12:08:23 main:574] : INFO : Epoch 1643 | loss: 0.031156 | val_loss: 0.0311652 | Time: 1434.69 ms [2021-08-26 12:08:24 main:574] : INFO : Epoch 1644 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 1434.65 ms [2021-08-26 12:08:26 main:574] : INFO : Epoch 1645 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1437.62 ms [2021-08-26 12:08:27 main:574] : INFO : Epoch 1646 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 1435.93 ms [2021-08-26 12:08:28 main:574] : INFO : Epoch 1647 | loss: 0.0311551 | val_loss: 0.0311646 | Time: 1435.14 ms [2021-08-26 12:08:30 main:574] : INFO : Epoch 1648 | loss: 0.0311542 | val_loss: 0.0311663 | Time: 1436.38 ms [2021-08-26 12:08:31 main:574] : INFO : Epoch 1649 | loss: 0.031156 | val_loss: 0.0311655 | Time: 1438.24 ms [2021-08-26 12:08:33 main:574] : INFO : Epoch 1650 | loss: 0.0311542 | val_loss: 0.0311654 | Time: 1436.4 ms [2021-08-26 12:08:34 main:574] : INFO : Epoch 1651 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 1434.19 ms [2021-08-26 12:08:36 main:574] : INFO : Epoch 1652 | loss: 0.0311546 | val_loss: 0.0311675 | Time: 1435.82 ms [2021-08-26 12:08:37 main:574] : INFO : Epoch 1653 | loss: 0.0311535 | val_loss: 0.0311647 | Time: 1436.48 ms [2021-08-26 12:08:39 main:574] : INFO : Epoch 1654 | loss: 0.0311535 | val_loss: 0.0311662 | Time: 1436.31 ms [2021-08-26 12:08:40 main:574] : INFO : Epoch 1655 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 1434.53 ms [2021-08-26 12:08:42 main:574] : INFO : Epoch 1656 | loss: 0.0311524 | val_loss: 0.031165 | Time: 1435.8 ms [2021-08-26 12:08:43 main:574] : INFO : Epoch 1657 | loss: 0.0311519 | val_loss: 0.0311663 | Time: 1439.05 ms [2021-08-26 12:08:44 main:574] : INFO : Epoch 1658 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 1434.46 ms [2021-08-26 12:08:46 main:574] : INFO : Epoch 1659 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 1436.51 ms [2021-08-26 12:08:47 main:574] : INFO : Epoch 1660 | loss: 0.0311509 | val_loss: 0.0311668 | Time: 1431.47 ms [2021-08-26 12:08:49 main:574] : INFO : Epoch 1661 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 1435.02 ms [2021-08-26 12:08:50 main:574] : INFO : Epoch 1662 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 1435.9 ms [2021-08-26 12:08:52 main:574] : INFO : Epoch 1663 | loss: 0.0311518 | val_loss: 0.0311668 | Time: 1433.43 ms [2021-08-26 12:08:53 main:574] : INFO : Epoch 1664 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 1491.58 ms [2021-08-26 12:08:55 main:574] : INFO : Epoch 1665 | loss: 0.0311511 | val_loss: 0.0311654 | Time: 1435.21 ms [2021-08-26 12:08:56 main:574] : INFO : Epoch 1666 | loss: 0.03115 | val_loss: 0.0311657 | Time: 1434.65 ms [2021-08-26 12:08:58 main:574] : INFO : Epoch 1667 | loss: 0.0311498 | val_loss: 0.0311678 | Time: 1437.77 ms [2021-08-26 12:08:59 main:574] : INFO : Epoch 1668 | loss: 0.0311511 | val_loss: 0.0311644 | Time: 1433.57 ms [2021-08-26 12:09:01 main:574] : INFO : Epoch 1669 | loss: 0.0311506 | val_loss: 0.0311638 | Time: 1442.46 ms [2021-08-26 12:09:02 main:574] : INFO : Epoch 1670 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 1434.69 ms [2021-08-26 12:09:04 main:574] : INFO : Epoch 1671 | loss: 0.0311502 | val_loss: 0.0311658 | Time: 1434.11 ms [2021-08-26 12:09:05 main:574] : INFO : Epoch 1672 | loss: 0.0311504 | val_loss: 0.0311675 | Time: 1437.68 ms [2021-08-26 12:09:06 main:574] : INFO : Epoch 1673 | loss: 0.0311507 | val_loss: 0.0311686 | Time: 1433.08 ms [2021-08-26 12:09:08 main:574] : INFO : Epoch 1674 | loss: 0.0311525 | val_loss: 0.0311674 | Time: 1433.17 ms [2021-08-26 12:09:09 main:574] : INFO : Epoch 1675 | loss: 0.0311552 | val_loss: 0.0311656 | Time: 1438.85 ms [2021-08-26 12:09:11 main:574] : INFO : Epoch 1676 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 1438.59 ms [2021-08-26 12:09:12 main:574] : INFO : Epoch 1677 | loss: 0.0311531 | val_loss: 0.0311641 | Time: 1435.23 ms [2021-08-26 12:09:14 main:574] : INFO : Epoch 1678 | loss: 0.0311527 | val_loss: 0.0311632 | Time: 1429.75 ms [2021-08-26 12:09:15 main:574] : INFO : Epoch 1679 | loss: 0.0311539 | val_loss: 0.0311662 | Time: 1432.48 ms [2021-08-26 12:09:17 main:574] : INFO : Epoch 1680 | loss: 0.031153 | val_loss: 0.0311651 | Time: 1436.21 ms [2021-08-26 12:09:18 main:574] : INFO : Epoch 1681 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 1435.99 ms [2021-08-26 12:09:20 main:574] : INFO : Epoch 1682 | loss: 0.0311522 | val_loss: 0.0311643 | Time: 1435.4 ms [2021-08-26 12:09:21 main:574] : INFO : Epoch 1683 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 1437.87 ms [2021-08-26 12:09:22 main:574] : INFO : Epoch 1684 | loss: 0.0311534 | val_loss: 0.0311671 | Time: 1438.64 ms [2021-08-26 12:09:24 main:574] : INFO : Epoch 1685 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 1436.3 ms [2021-08-26 12:09:25 main:574] : INFO : Epoch 1686 | loss: 0.0311545 | val_loss: 0.0311645 | Time: 1433.81 ms [2021-08-26 12:09:27 main:574] : INFO : Epoch 1687 | loss: 0.031152 | val_loss: 0.0311624 | Time: 1435.63 ms [2021-08-26 12:09:28 main:574] : INFO : Epoch 1688 | loss: 0.031151 | val_loss: 0.0311613 | Time: 1438.86 ms [2021-08-26 12:09:30 main:574] : INFO : Epoch 1689 | loss: 0.0311504 | val_loss: 0.0311635 | Time: 1434.63 ms [2021-08-26 12:09:31 main:574] : INFO : Epoch 1690 | loss: 0.0311496 | val_loss: 0.0311616 | Time: 1430.08 ms [2021-08-26 12:09:33 main:574] : INFO : Epoch 1691 | loss: 0.0311524 | val_loss: 0.0311637 | Time: 1431.8 ms [2021-08-26 12:09:34 main:574] : INFO : Epoch 1692 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 1435.17 ms [2021-08-26 12:09:36 main:574] : INFO : Epoch 1693 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 1439.57 ms [2021-08-26 12:09:37 main:574] : INFO : Epoch 1694 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 1435.31 ms [2021-08-26 12:09:38 main:574] : INFO : Epoch 1695 | loss: 0.031154 | val_loss: 0.031172 | Time: 1432.91 ms [2021-08-26 12:09:40 main:574] : INFO : Epoch 1696 | loss: 0.0311536 | val_loss: 0.0311643 | Time: 1434.3 ms [2021-08-26 12:09:41 main:574] : INFO : Epoch 1697 | loss: 0.0311526 | val_loss: 0.0311626 | Time: 1435.88 ms [2021-08-26 12:09:43 main:574] : INFO : Epoch 1698 | loss: 0.0311528 | val_loss: 0.0311631 | Time: 1429.68 ms [2021-08-26 12:09:44 main:574] : INFO : Epoch 1699 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 1432.97 ms [2021-08-26 12:09:46 main:574] : INFO : Epoch 1700 | loss: 0.0311522 | val_loss: 0.031165 | Time: 1435.22 ms [2021-08-26 12:09:47 main:574] : INFO : Epoch 1701 | loss: 0.0311511 | val_loss: 0.031164 | Time: 1434.82 ms [2021-08-26 12:09:49 main:574] : INFO : Epoch 1702 | loss: 0.0311511 | val_loss: 0.0311642 | Time: 1432.02 ms [2021-08-26 12:09:50 main:574] : INFO : Epoch 1703 | loss: 0.0311524 | val_loss: 0.0311621 | Time: 1433.55 ms [2021-08-26 12:09:52 main:574] : INFO : Epoch 1704 | loss: 0.031152 | val_loss: 0.0311654 | Time: 1437.23 ms [2021-08-26 12:09:53 main:574] : INFO : Epoch 1705 | loss: 0.0311514 | val_loss: 0.0311639 | Time: 1434.2 ms [2021-08-26 12:09:54 main:574] : INFO : Epoch 1706 | loss: 0.0311518 | val_loss: 0.0311625 | Time: 1436.5 ms [2021-08-26 12:09:56 main:574] : INFO : Epoch 1707 | loss: 0.0311502 | val_loss: 0.0311635 | Time: 1435.09 ms [2021-08-26 12:09:57 main:574] : INFO : Epoch 1708 | loss: 0.0311496 | val_loss: 0.0311661 | Time: 1439.11 ms [2021-08-26 12:09:59 main:574] : INFO : Epoch 1709 | loss: 0.03115 | val_loss: 0.03116 | Time: 1434.96 ms [2021-08-26 12:10:00 main:574] : INFO : Epoch 1710 | loss: 0.031149 | val_loss: 0.0311604 | Time: 1438.32 ms [2021-08-26 12:10:02 main:574] : INFO : Epoch 1711 | loss: 0.0311495 | val_loss: 0.0311643 | Time: 1430.7 ms [2021-08-26 12:10:03 main:574] : INFO : Epoch 1712 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 1432.47 ms [2021-08-26 12:10:05 main:574] : INFO : Epoch 1713 | loss: 0.0311493 | val_loss: 0.031159 | Time: 1430.68 ms [2021-08-26 12:10:06 main:574] : INFO : Epoch 1714 | loss: 0.0311493 | val_loss: 0.0311623 | Time: 1429.95 ms [2021-08-26 12:10:08 main:574] : INFO : Epoch 1715 | loss: 0.0311484 | val_loss: 0.0311603 | Time: 1432.59 ms [2021-08-26 12:10:09 main:574] : INFO : Epoch 1716 | loss: 0.0311471 | val_loss: 0.0311596 | Time: 1433.7 ms [2021-08-26 12:10:10 main:574] : INFO : Epoch 1717 | loss: 0.0311467 | val_loss: 0.0311583 | Time: 1438.02 ms [2021-08-26 12:10:12 main:574] : INFO : Epoch 1718 | loss: 0.0311471 | val_loss: 0.031159 | Time: 1439.56 ms [2021-08-26 12:10:13 main:574] : INFO : Epoch 1719 | loss: 0.0311468 | val_loss: 0.0311594 | Time: 1433.96 ms [2021-08-26 12:10:15 main:574] : INFO : Epoch 1720 | loss: 0.0311463 | val_loss: 0.031158 | Time: 1434.65 ms [2021-08-26 12:10:16 main:574] : INFO : Epoch 1721 | loss: 0.0311474 | val_loss: 0.0311605 | Time: 1433.57 ms [2021-08-26 12:10:18 main:574] : INFO : Epoch 1722 | loss: 0.0311462 | val_loss: 0.0311586 | Time: 1439.71 ms [2021-08-26 12:10:19 main:574] : INFO : Epoch 1723 | loss: 0.0311474 | val_loss: 0.0311615 | Time: 1434.89 ms [2021-08-26 12:10:21 main:574] : INFO : Epoch 1724 | loss: 0.0311469 | val_loss: 0.0311594 | Time: 1444.14 ms [2021-08-26 12:10:22 main:574] : INFO : Epoch 1725 | loss: 0.0311457 | val_loss: 0.0311608 | Time: 1438.04 ms [2021-08-26 12:10:23 main:574] : INFO : Epoch 1726 | loss: 0.0311457 | val_loss: 0.0311602 | Time: 1435.52 ms [2021-08-26 12:10:25 main:574] : INFO : Epoch 1727 | loss: 0.0311464 | val_loss: 0.03116 | Time: 1433.19 ms [2021-08-26 12:10:26 main:574] : INFO : Epoch 1728 | loss: 0.031145 | val_loss: 0.031159 | Time: 1438.12 ms [2021-08-26 12:10:28 main:574] : INFO : Epoch 1729 | loss: 0.0311453 | val_loss: 0.0311586 | Time: 1434.71 ms [2021-08-26 12:10:29 main:574] : INFO : Epoch 1730 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 1437.01 ms [2021-08-26 12:10:31 main:574] : INFO : Epoch 1731 | loss: 0.0311463 | val_loss: 0.03116 | Time: 1429.35 ms [2021-08-26 12:10:32 main:574] : INFO : Epoch 1732 | loss: 0.0311445 | val_loss: 0.0311594 | Time: 1438.32 ms [2021-08-26 12:10:34 main:574] : INFO : Epoch 1733 | loss: 0.0311449 | val_loss: 0.0311601 | Time: 1435.01 ms [2021-08-26 12:10:35 main:574] : INFO : Epoch 1734 | loss: 0.0311468 | val_loss: 0.0311658 | Time: 1436.68 ms [2021-08-26 12:10:37 main:574] : INFO : Epoch 1735 | loss: 0.031154 | val_loss: 0.0311661 | Time: 1431.67 ms [2021-08-26 12:10:38 main:574] : INFO : Epoch 1736 | loss: 0.0311542 | val_loss: 0.0311655 | Time: 1436.35 ms [2021-08-26 12:10:40 main:574] : INFO : Epoch 1737 | loss: 0.0311524 | val_loss: 0.0311651 | Time: 1434.26 ms [2021-08-26 12:10:41 main:574] : INFO : Epoch 1738 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 1435.65 ms [2021-08-26 12:10:42 main:574] : INFO : Epoch 1739 | loss: 0.0311517 | val_loss: 0.0311651 | Time: 1435.71 ms [2021-08-26 12:10:44 main:574] : INFO : Epoch 1740 | loss: 0.0311512 | val_loss: 0.0311653 | Time: 1433.11 ms [2021-08-26 12:10:45 main:574] : INFO : Epoch 1741 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 1436.35 ms [2021-08-26 12:10:47 main:574] : INFO : Epoch 1742 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 1431.47 ms [2021-08-26 12:10:48 main:574] : INFO : Epoch 1743 | loss: 0.03115 | val_loss: 0.0311632 | Time: 1434.72 ms [2021-08-26 12:10:50 main:574] : INFO : Epoch 1744 | loss: 0.0311494 | val_loss: 0.0311658 | Time: 1434.4 ms [2021-08-26 12:10:51 main:574] : INFO : Epoch 1745 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 1432.36 ms [2021-08-26 12:10:53 main:574] : INFO : Epoch 1746 | loss: 0.031148 | val_loss: 0.0311636 | Time: 1433.74 ms [2021-08-26 12:10:54 main:574] : INFO : Epoch 1747 | loss: 0.031149 | val_loss: 0.0311633 | Time: 1433.16 ms [2021-08-26 12:10:56 main:574] : INFO : Epoch 1748 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 1436.98 ms [2021-08-26 12:10:57 main:574] : INFO : Epoch 1749 | loss: 0.0311507 | val_loss: 0.031163 | Time: 1433.5 ms [2021-08-26 12:10:58 main:574] : INFO : Epoch 1750 | loss: 0.0311506 | val_loss: 0.031163 | Time: 1432.59 ms [2021-08-26 12:11:00 main:574] : INFO : Epoch 1751 | loss: 0.0311484 | val_loss: 0.0311635 | Time: 1434.98 ms [2021-08-26 12:11:01 main:574] : INFO : Epoch 1752 | loss: 0.0311487 | val_loss: 0.0311638 | Time: 1436.71 ms [2021-08-26 12:11:03 main:574] : INFO : Epoch 1753 | loss: 0.0311519 | val_loss: 0.0311678 | Time: 1448.4 ms [2021-08-26 12:11:04 main:574] : INFO : Epoch 1754 | loss: 0.0311463 | val_loss: 0.0311626 | Time: 1436.4 ms [2021-08-26 12:11:06 main:574] : INFO : Epoch 1755 | loss: 0.0311457 | val_loss: 0.0311632 | Time: 1434.19 ms [2021-08-26 12:11:07 main:574] : INFO : Epoch 1756 | loss: 0.0311451 | val_loss: 0.0311631 | Time: 1436.19 ms [2021-08-26 12:11:09 main:574] : INFO : Epoch 1757 | loss: 0.031145 | val_loss: 0.0311667 | Time: 1433.28 ms [2021-08-26 12:11:10 main:574] : INFO : Epoch 1758 | loss: 0.0311454 | val_loss: 0.031164 | Time: 1433.26 ms [2021-08-26 12:11:12 main:574] : INFO : Epoch 1759 | loss: 0.0311464 | val_loss: 0.0311723 | Time: 1437.54 ms [2021-08-26 12:11:13 main:574] : INFO : Epoch 1760 | loss: 0.0311485 | val_loss: 0.0311665 | Time: 1434.53 ms [2021-08-26 12:11:14 main:574] : INFO : Epoch 1761 | loss: 0.0311454 | val_loss: 0.0311664 | Time: 1434.48 ms [2021-08-26 12:11:16 main:574] : INFO : Epoch 1762 | loss: 0.0311444 | val_loss: 0.0311658 | Time: 1437.19 ms [2021-08-26 12:11:17 main:574] : INFO : Epoch 1763 | loss: 0.0311435 | val_loss: 0.0311659 | Time: 1431.26 ms [2021-08-26 12:11:19 main:574] : INFO : Epoch 1764 | loss: 0.0311431 | val_loss: 0.0311648 | Time: 1435.68 ms [2021-08-26 12:11:20 main:574] : INFO : Epoch 1765 | loss: 0.0311468 | val_loss: 0.0311698 | Time: 1433.21 ms [2021-08-26 12:11:22 main:574] : INFO : Epoch 1766 | loss: 0.0311477 | val_loss: 0.0311693 | Time: 1435.01 ms [2021-08-26 12:11:23 main:574] : INFO : Epoch 1767 | loss: 0.0311457 | val_loss: 0.0311693 | Time: 1435.01 ms [2021-08-26 12:11:25 main:574] : INFO : Epoch 1768 | loss: 0.0311437 | val_loss: 0.0311661 | Time: 1438.9 ms [2021-08-26 12:11:26 main:574] : INFO : Epoch 1769 | loss: 0.0311435 | val_loss: 0.0311644 | Time: 1436.1 ms [2021-08-26 12:11:28 main:574] : INFO : Epoch 1770 | loss: 0.031147 | val_loss: 0.0311629 | Time: 1437.22 ms [2021-08-26 12:11:29 main:574] : INFO : Epoch 1771 | loss: 0.031148 | val_loss: 0.0311642 | Time: 1437.12 ms [2021-08-26 12:11:31 main:574] : INFO : Epoch 1772 | loss: 0.0311462 | val_loss: 0.0311642 | Time: 1435.98 ms [2021-08-26 12:11:32 main:574] : INFO : Epoch 1773 | loss: 0.0311459 | val_loss: 0.0311631 | Time: 1435.41 ms [2021-08-26 12:11:33 main:574] : INFO : Epoch 1774 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 1436.79 ms [2021-08-26 12:11:35 main:574] : INFO : Epoch 1775 | loss: 0.0311451 | val_loss: 0.0311615 | Time: 1430.06 ms [2021-08-26 12:11:36 main:574] : INFO : Epoch 1776 | loss: 0.0311465 | val_loss: 0.0311643 | Time: 1435.81 ms [2021-08-26 12:11:38 main:574] : INFO : Epoch 1777 | loss: 0.0311466 | val_loss: 0.0311651 | Time: 1434.51 ms [2021-08-26 12:11:39 main:574] : INFO : Epoch 1778 | loss: 0.0311473 | val_loss: 0.031161 | Time: 1434.72 ms [2021-08-26 12:11:41 main:574] : INFO : Epoch 1779 | loss: 0.0311455 | val_loss: 0.0311627 | Time: 1431.35 ms [2021-08-26 12:11:42 main:574] : INFO : Epoch 1780 | loss: 0.0311455 | val_loss: 0.0311608 | Time: 1435.13 ms [2021-08-26 12:11:44 main:574] : INFO : Epoch 1781 | loss: 0.0311435 | val_loss: 0.0311652 | Time: 1436.38 ms [2021-08-26 12:11:45 main:574] : INFO : Epoch 1782 | loss: 0.0311478 | val_loss: 0.0311718 | Time: 1438.35 ms [2021-08-26 12:11:47 main:574] : INFO : Epoch 1783 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 1435.58 ms [2021-08-26 12:11:48 main:574] : INFO : Epoch 1784 | loss: 0.0311444 | val_loss: 0.0311596 | Time: 1434.04 ms [2021-08-26 12:11:49 main:574] : INFO : Epoch 1785 | loss: 0.0311444 | val_loss: 0.0311651 | Time: 1435.7 ms [2021-08-26 12:11:51 main:574] : INFO : Epoch 1786 | loss: 0.0311472 | val_loss: 0.0311619 | Time: 1433.19 ms [2021-08-26 12:11:52 main:574] : INFO : Epoch 1787 | loss: 0.0311437 | val_loss: 0.0311626 | Time: 1436.4 ms [2021-08-26 12:11:54 main:574] : INFO : Epoch 1788 | loss: 0.0311447 | val_loss: 0.031161 | Time: 1440.19 ms [2021-08-26 12:11:55 main:574] : INFO : Epoch 1789 | loss: 0.0311426 | val_loss: 0.0311619 | Time: 1436.64 ms [2021-08-26 12:11:57 main:574] : INFO : Epoch 1790 | loss: 0.0311423 | val_loss: 0.0311657 | Time: 1434.65 ms [2021-08-26 12:11:58 main:574] : INFO : Epoch 1791 | loss: 0.0311419 | val_loss: 0.0311627 | Time: 1434.94 ms [2021-08-26 12:12:00 main:574] : INFO : Epoch 1792 | loss: 0.0311405 | val_loss: 0.0311627 | Time: 1435.6 ms [2021-08-26 12:12:01 main:574] : INFO : Epoch 1793 | loss: 0.0311407 | val_loss: 0.0311624 | Time: 1433.64 ms [2021-08-26 12:12:03 main:574] : INFO : Epoch 1794 | loss: 0.031141 | val_loss: 0.0311626 | Time: 1461.92 ms [2021-08-26 12:12:04 main:574] : INFO : Epoch 1795 | loss: 0.0311424 | val_loss: 0.0311626 | Time: 1432.58 ms [2021-08-26 12:12:06 main:574] : INFO : Epoch 1796 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 1434.82 ms [2021-08-26 12:12:07 main:574] : INFO : Epoch 1797 | loss: 0.0311417 | val_loss: 0.031163 | Time: 1432.42 ms [2021-08-26 12:12:08 main:574] : INFO : Epoch 1798 | loss: 0.0311407 | val_loss: 0.0311627 | Time: 1436.5 ms [2021-08-26 12:12:10 main:574] : INFO : Epoch 1799 | loss: 0.0311406 | val_loss: 0.0311691 | Time: 1432.84 ms [2021-08-26 12:12:11 main:574] : INFO : Epoch 1800 | loss: 0.031143 | val_loss: 0.0311616 | Time: 1435.84 ms [2021-08-26 12:12:13 main:574] : INFO : Epoch 1801 | loss: 0.0311417 | val_loss: 0.0311659 | Time: 1447.46 ms [2021-08-26 12:12:14 main:574] : INFO : Epoch 1802 | loss: 0.0311431 | val_loss: 0.0311639 | Time: 1434.87 ms [2021-08-26 12:12:16 main:574] : INFO : Epoch 1803 | loss: 0.0311394 | val_loss: 0.0311653 | Time: 1435.18 ms [2021-08-26 12:12:17 main:574] : INFO : Epoch 1804 | loss: 0.031141 | val_loss: 0.0311617 | Time: 1437.4 ms [2021-08-26 12:12:19 main:574] : INFO : Epoch 1805 | loss: 0.0311422 | val_loss: 0.031169 | Time: 1428.72 ms [2021-08-26 12:12:20 main:574] : INFO : Epoch 1806 | loss: 0.0311415 | val_loss: 0.0311634 | Time: 1433.78 ms [2021-08-26 12:12:22 main:574] : INFO : Epoch 1807 | loss: 0.0311396 | val_loss: 0.0311631 | Time: 1435.84 ms [2021-08-26 12:12:23 main:574] : INFO : Epoch 1808 | loss: 0.0311386 | val_loss: 0.0311643 | Time: 1430.25 ms [2021-08-26 12:12:24 main:574] : INFO : Epoch 1809 | loss: 0.0311407 | val_loss: 0.0311644 | Time: 1432.97 ms [2021-08-26 12:12:26 main:574] : INFO : Epoch 1810 | loss: 0.0311396 | val_loss: 0.0311639 | Time: 1432.71 ms [2021-08-26 12:12:27 main:574] : INFO : Epoch 1811 | loss: 0.0311404 | val_loss: 0.0311621 | Time: 1438.26 ms [2021-08-26 12:12:29 main:574] : INFO : Epoch 1812 | loss: 0.0311381 | val_loss: 0.0311614 | Time: 1438.06 ms [2021-08-26 12:12:30 main:574] : INFO : Epoch 1813 | loss: 0.0311384 | val_loss: 0.0311636 | Time: 1431.34 ms [2021-08-26 12:12:32 main:574] : INFO : Epoch 1814 | loss: 0.0311396 | val_loss: 0.0311622 | Time: 1437.19 ms [2021-08-26 12:12:33 main:574] : INFO : Epoch 1815 | loss: 0.0311381 | val_loss: 0.031162 | Time: 1435.41 ms [2021-08-26 12:12:35 main:574] : INFO : Epoch 1816 | loss: 0.0311391 | val_loss: 0.0311635 | Time: 1438.07 ms [2021-08-26 12:12:36 main:574] : INFO : Epoch 1817 | loss: 0.0311369 | val_loss: 0.0311639 | Time: 1433.95 ms [2021-08-26 12:12:38 main:574] : INFO : Epoch 1818 | loss: 0.0311393 | val_loss: 0.0311622 | Time: 1434.09 ms [2021-08-26 12:12:39 main:574] : INFO : Epoch 1819 | loss: 0.0311391 | val_loss: 0.0311647 | Time: 1435.74 ms [2021-08-26 12:12:41 main:574] : INFO : Epoch 1820 | loss: 0.0311392 | val_loss: 0.0311626 | Time: 1430.36 ms [2021-08-26 12:12:42 main:574] : INFO : Epoch 1821 | loss: 0.031138 | val_loss: 0.0311636 | Time: 1435.31 ms [2021-08-26 12:12:43 main:574] : INFO : Epoch 1822 | loss: 0.0311385 | val_loss: 0.0311627 | Time: 1432.92 ms [2021-08-26 12:12:45 main:574] : INFO : Epoch 1823 | loss: 0.031139 | val_loss: 0.0311622 | Time: 1437.34 ms [2021-08-26 12:12:46 main:574] : INFO : Epoch 1824 | loss: 0.0311378 | val_loss: 0.0311615 | Time: 1437.51 ms [2021-08-26 12:12:48 main:574] : INFO : Epoch 1825 | loss: 0.0311382 | val_loss: 0.031161 | Time: 1429.6 ms [2021-08-26 12:12:49 main:574] : INFO : Epoch 1826 | loss: 0.0311385 | val_loss: 0.0311617 | Time: 1428.74 ms [2021-08-26 12:12:51 main:574] : INFO : Epoch 1827 | loss: 0.0311377 | val_loss: 0.031162 | Time: 1435.55 ms [2021-08-26 12:12:52 main:574] : INFO : Epoch 1828 | loss: 0.0311394 | val_loss: 0.0311634 | Time: 1432.6 ms [2021-08-26 12:12:54 main:574] : INFO : Epoch 1829 | loss: 0.0311379 | val_loss: 0.0311628 | Time: 1435.35 ms [2021-08-26 12:12:55 main:574] : INFO : Epoch 1830 | loss: 0.0311377 | val_loss: 0.0311629 | Time: 1435.89 ms [2021-08-26 12:12:57 main:574] : INFO : Epoch 1831 | loss: 0.0311371 | val_loss: 0.0311647 | Time: 1437.02 ms [2021-08-26 12:12:58 main:574] : INFO : Epoch 1832 | loss: 0.031137 | val_loss: 0.031163 | Time: 1433.28 ms [2021-08-26 12:12:59 main:574] : INFO : Epoch 1833 | loss: 0.0311373 | val_loss: 0.0311622 | Time: 1434.81 ms [2021-08-26 12:13:01 main:574] : INFO : Epoch 1834 | loss: 0.0311364 | val_loss: 0.0311611 | Time: 1435.34 ms [2021-08-26 12:13:02 main:574] : INFO : Epoch 1835 | loss: 0.0311369 | val_loss: 0.0311632 | Time: 1435.4 ms [2021-08-26 12:13:04 main:574] : INFO : Epoch 1836 | loss: 0.0311371 | val_loss: 0.0311612 | Time: 1433.01 ms [2021-08-26 12:13:05 main:574] : INFO : Epoch 1837 | loss: 0.0311368 | val_loss: 0.0311609 | Time: 1435.66 ms [2021-08-26 12:13:07 main:574] : INFO : Epoch 1838 | loss: 0.0311368 | val_loss: 0.0311619 | Time: 1436.85 ms [2021-08-26 12:13:08 main:574] : INFO : Epoch 1839 | loss: 0.0311379 | val_loss: 0.0311598 | Time: 1433.09 ms [2021-08-26 12:13:10 main:574] : INFO : Epoch 1840 | loss: 0.0311388 | val_loss: 0.0311603 | Time: 1432.98 ms [2021-08-26 12:13:11 main:574] : INFO : Epoch 1841 | loss: 0.0311384 | val_loss: 0.0311624 | Time: 1434.16 ms [2021-08-26 12:13:13 main:574] : INFO : Epoch 1842 | loss: 0.0311385 | val_loss: 0.0311615 | Time: 1432.33 ms [2021-08-26 12:13:14 main:574] : INFO : Epoch 1843 | loss: 0.0311377 | val_loss: 0.0311609 | Time: 1432.12 ms [2021-08-26 12:13:15 main:574] : INFO : Epoch 1844 | loss: 0.031137 | val_loss: 0.0311621 | Time: 1436.05 ms [2021-08-26 12:13:17 main:574] : INFO : Epoch 1845 | loss: 0.0311368 | val_loss: 0.0311613 | Time: 1437.17 ms [2021-08-26 12:13:18 main:574] : INFO : Epoch 1846 | loss: 0.0311374 | val_loss: 0.031163 | Time: 1431.99 ms [2021-08-26 12:13:20 main:574] : INFO : Epoch 1847 | loss: 0.0311392 | val_loss: 0.031164 | Time: 1434.97 ms [2021-08-26 12:13:21 main:574] : INFO : Epoch 1848 | loss: 0.0311406 | val_loss: 0.0311639 | Time: 1430.85 ms [2021-08-26 12:13:23 main:574] : INFO : Epoch 1849 | loss: 0.0311385 | val_loss: 0.0311617 | Time: 1442.07 ms [2021-08-26 12:13:24 main:574] : INFO : Epoch 1850 | loss: 0.0311408 | val_loss: 0.0311628 | Time: 1433.3 ms [2021-08-26 12:13:26 main:574] : INFO : Epoch 1851 | loss: 0.0311403 | val_loss: 0.0311607 | Time: 1437.31 ms [2021-08-26 12:13:27 main:574] : INFO : Epoch 1852 | loss: 0.0311412 | val_loss: 0.0311657 | Time: 1437.29 ms [2021-08-26 12:13:29 main:574] : INFO : Epoch 1853 | loss: 0.0311392 | val_loss: 0.031162 | Time: 1434.85 ms [2021-08-26 12:13:30 main:574] : INFO : Epoch 1854 | loss: 0.0311384 | val_loss: 0.0311608 | Time: 1437.37 ms [2021-08-26 12:13:32 main:574] : INFO : Epoch 1855 | loss: 0.0311398 | val_loss: 0.0311729 | Time: 1426.36 ms [2021-08-26 12:13:33 main:574] : INFO : Epoch 1856 | loss: 0.0311432 | val_loss: 0.0311642 | Time: 1435.77 ms [2021-08-26 12:13:34 main:574] : INFO : Epoch 1857 | loss: 0.0311427 | val_loss: 0.0311628 | Time: 1437.75 ms [2021-08-26 12:13:36 main:574] : INFO : Epoch 1858 | loss: 0.0311376 | val_loss: 0.0311604 | Time: 1436.88 ms [2021-08-26 12:13:37 main:574] : INFO : Epoch 1859 | loss: 0.0311411 | val_loss: 0.0311633 | Time: 1431.08 ms [2021-08-26 12:13:39 main:574] : INFO : Epoch 1860 | loss: 0.0311382 | val_loss: 0.0311608 | Time: 1432.96 ms [2021-08-26 12:13:40 main:574] : INFO : Epoch 1861 | loss: 0.0311369 | val_loss: 0.0311626 | Time: 1434.31 ms [2021-08-26 12:13:42 main:574] : INFO : Epoch 1862 | loss: 0.0311373 | val_loss: 0.0311615 | Time: 1439.42 ms [2021-08-26 12:13:43 main:574] : INFO : Epoch 1863 | loss: 0.0311398 | val_loss: 0.0311647 | Time: 1439.29 ms [2021-08-26 12:13:45 main:574] : INFO : Epoch 1864 | loss: 0.0311379 | val_loss: 0.0311622 | Time: 1430.92 ms [2021-08-26 12:13:46 main:574] : INFO : Epoch 1865 | loss: 0.0311366 | val_loss: 0.0311597 | Time: 1433.03 ms [2021-08-26 12:13:48 main:574] : INFO : Epoch 1866 | loss: 0.0311355 | val_loss: 0.0311595 | Time: 1433.23 ms [2021-08-26 12:13:49 main:574] : INFO : Epoch 1867 | loss: 0.0311357 | val_loss: 0.0311609 | Time: 1436 ms [2021-08-26 12:13:50 main:574] : INFO : Epoch 1868 | loss: 0.0311348 | val_loss: 0.0311609 | Time: 1428.08 ms [2021-08-26 12:13:52 main:574] : INFO : Epoch 1869 | loss: 0.0311376 | val_loss: 0.0311632 | Time: 1437.44 ms [2021-08-26 12:13:53 main:574] : INFO : Epoch 1870 | loss: 0.0311362 | val_loss: 0.0311659 | Time: 1433.48 ms [2021-08-26 12:13:55 main:574] : INFO : Epoch 1871 | loss: 0.0311396 | val_loss: 0.0311626 | Time: 1435.22 ms [2021-08-26 12:13:56 main:574] : INFO : Epoch 1872 | loss: 0.0311388 | val_loss: 0.0311597 | Time: 1432.78 ms [2021-08-26 12:13:58 main:574] : INFO : Epoch 1873 | loss: 0.0311384 | val_loss: 0.0311606 | Time: 1432.93 ms [2021-08-26 12:13:59 main:574] : INFO : Epoch 1874 | loss: 0.0311364 | val_loss: 0.0311644 | Time: 1434.06 ms [2021-08-26 12:14:01 main:574] : INFO : Epoch 1875 | loss: 0.0311415 | val_loss: 0.03116 | Time: 1432.65 ms [2021-08-26 12:14:02 main:574] : INFO : Epoch 1876 | loss: 0.0311377 | val_loss: 0.0311617 | Time: 1436.42 ms [2021-08-26 12:14:04 main:574] : INFO : Epoch 1877 | loss: 0.0311371 | val_loss: 0.0311609 | Time: 1431.88 ms [2021-08-26 12:14:05 main:574] : INFO : Epoch 1878 | loss: 0.0311385 | val_loss: 0.0311623 | Time: 1432.27 ms [2021-08-26 12:14:06 main:574] : INFO : Epoch 1879 | loss: 0.0311393 | val_loss: 0.0311586 | Time: 1438.58 ms [2021-08-26 12:14:08 main:574] : INFO : Epoch 1880 | loss: 0.0311417 | val_loss: 0.03116 | Time: 1436.74 ms [2021-08-26 12:14:09 main:574] : INFO : Epoch 1881 | loss: 0.0311396 | val_loss: 0.0311607 | Time: 1438.61 ms [2021-08-26 12:14:11 main:574] : INFO : Epoch 1882 | loss: 0.0311421 | val_loss: 0.031173 | Time: 1435.41 ms [2021-08-26 12:14:12 main:574] : INFO : Epoch 1883 | loss: 0.0311466 | val_loss: 0.031164 | Time: 1436.03 ms [2021-08-26 12:14:14 main:574] : INFO : Epoch 1884 | loss: 0.0311438 | val_loss: 0.0311662 | Time: 1434.55 ms [2021-08-26 12:14:15 main:574] : INFO : Epoch 1885 | loss: 0.0311414 | val_loss: 0.031164 | Time: 1434.03 ms [2021-08-26 12:14:17 main:574] : INFO : Epoch 1886 | loss: 0.0311426 | val_loss: 0.0311624 | Time: 1436.36 ms [2021-08-26 12:14:18 main:574] : INFO : Epoch 1887 | loss: 0.0311396 | val_loss: 0.0311616 | Time: 1435.02 ms [2021-08-26 12:14:20 main:574] : INFO : Epoch 1888 | loss: 0.0311389 | val_loss: 0.0311652 | Time: 1438.4 ms [2021-08-26 12:14:21 main:574] : INFO : Epoch 1889 | loss: 0.0311449 | val_loss: 0.0311673 | Time: 1433.18 ms [2021-08-26 12:14:23 main:574] : INFO : Epoch 1890 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 1435.68 ms [2021-08-26 12:14:24 main:574] : INFO : Epoch 1891 | loss: 0.031166 | val_loss: 0.0311691 | Time: 1428.89 ms [2021-08-26 12:14:25 main:574] : INFO : Epoch 1892 | loss: 0.0311589 | val_loss: 0.0311655 | Time: 1435.91 ms [2021-08-26 12:14:27 main:574] : INFO : Epoch 1893 | loss: 0.0311551 | val_loss: 0.0311627 | Time: 1437.94 ms [2021-08-26 12:14:28 main:574] : INFO : Epoch 1894 | loss: 0.0311541 | val_loss: 0.0311598 | Time: 1432.57 ms [2021-08-26 12:14:30 main:574] : INFO : Epoch 1895 | loss: 0.0311512 | val_loss: 0.0311594 | Time: 1439.51 ms [2021-08-26 12:14:31 main:574] : INFO : Epoch 1896 | loss: 0.0311502 | val_loss: 0.0311617 | Time: 1434.34 ms [2021-08-26 12:14:33 main:574] : INFO : Epoch 1897 | loss: 0.0311524 | val_loss: 0.0311609 | Time: 1440.26 ms [2021-08-26 12:14:34 main:574] : INFO : Epoch 1898 | loss: 0.0311484 | val_loss: 0.0311595 | Time: 1439.41 ms [2021-08-26 12:14:36 main:574] : INFO : Epoch 1899 | loss: 0.0311478 | val_loss: 0.0311595 | Time: 1433.64 ms [2021-08-26 12:14:37 main:574] : INFO : Epoch 1900 | loss: 0.0311489 | val_loss: 0.03116 | Time: 1437.26 ms [2021-08-26 12:14:39 main:574] : INFO : Epoch 1901 | loss: 0.0311465 | val_loss: 0.0311582 | Time: 1433.03 ms [2021-08-26 12:14:40 main:574] : INFO : Epoch 1902 | loss: 0.0311468 | val_loss: 0.0311601 | Time: 1439.82 ms [2021-08-26 12:14:41 main:574] : INFO : Epoch 1903 | loss: 0.0311471 | val_loss: 0.0311596 | Time: 1434.44 ms [2021-08-26 12:14:43 main:574] : INFO : Epoch 1904 | loss: 0.0311446 | val_loss: 0.03116 | Time: 1432.69 ms [2021-08-26 12:14:44 main:574] : INFO : Epoch 1905 | loss: 0.0311441 | val_loss: 0.0311573 | Time: 1436.66 ms [2021-08-26 12:14:46 main:574] : INFO : Epoch 1906 | loss: 0.0311432 | val_loss: 0.0311584 | Time: 1435.72 ms [2021-08-26 12:14:47 main:574] : INFO : Epoch 1907 | loss: 0.0311434 | val_loss: 0.0311573 | Time: 1436.3 ms [2021-08-26 12:14:49 main:574] : INFO : Epoch 1908 | loss: 0.031143 | val_loss: 0.0311582 | Time: 1431.99 ms [2021-08-26 12:14:50 main:574] : INFO : Epoch 1909 | loss: 0.0311428 | val_loss: 0.0311588 | Time: 1435.66 ms [2021-08-26 12:14:52 main:574] : INFO : Epoch 1910 | loss: 0.0311428 | val_loss: 0.0311611 | Time: 1431.36 ms [2021-08-26 12:14:53 main:574] : INFO : Epoch 1911 | loss: 0.0311429 | val_loss: 0.0311596 | Time: 1433.31 ms [2021-08-26 12:14:55 main:574] : INFO : Epoch 1912 | loss: 0.0311435 | val_loss: 0.031157 | Time: 1432.74 ms [2021-08-26 12:14:56 main:574] : INFO : Epoch 1913 | loss: 0.0311418 | val_loss: 0.0311569 | Time: 1442.79 ms [2021-08-26 12:14:58 main:574] : INFO : Epoch 1914 | loss: 0.0311412 | val_loss: 0.0311585 | Time: 1442.09 ms [2021-08-26 12:14:59 main:574] : INFO : Epoch 1915 | loss: 0.0311416 | val_loss: 0.0311572 | Time: 1436.23 ms [2021-08-26 12:15:00 main:574] : INFO : Epoch 1916 | loss: 0.031142 | val_loss: 0.0311583 | Time: 1433.24 ms [2021-08-26 12:15:02 main:574] : INFO : Epoch 1917 | loss: 0.0311437 | val_loss: 0.0311611 | Time: 1436.53 ms [2021-08-26 12:15:03 main:574] : INFO : Epoch 1918 | loss: 0.0311447 | val_loss: 0.0311583 | Time: 1439.24 ms [2021-08-26 12:15:05 main:574] : INFO : Epoch 1919 | loss: 0.0311431 | val_loss: 0.031158 | Time: 1431.8 ms [2021-08-26 12:15:06 main:574] : INFO : Epoch 1920 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 1452.19 ms [2021-08-26 12:15:08 main:574] : INFO : Epoch 1921 | loss: 0.0311405 | val_loss: 0.0311612 | Time: 1437.39 ms [2021-08-26 12:15:09 main:574] : INFO : Epoch 1922 | loss: 0.0311442 | val_loss: 0.0311574 | Time: 1433.1 ms [2021-08-26 12:15:11 main:574] : INFO : Epoch 1923 | loss: 0.031143 | val_loss: 0.0311628 | Time: 1431.22 ms [2021-08-26 12:15:12 main:574] : INFO : Epoch 1924 | loss: 0.031142 | val_loss: 0.031161 | Time: 1430.46 ms [2021-08-26 12:15:14 main:574] : INFO : Epoch 1925 | loss: 0.0311426 | val_loss: 0.0311572 | Time: 1444.62 ms [2021-08-26 12:15:15 main:574] : INFO : Epoch 1926 | loss: 0.0311399 | val_loss: 0.0311575 | Time: 1434.79 ms [2021-08-26 12:15:16 main:574] : INFO : Epoch 1927 | loss: 0.031141 | val_loss: 0.0311607 | Time: 1434.91 ms [2021-08-26 12:15:18 main:574] : INFO : Epoch 1928 | loss: 0.031141 | val_loss: 0.0311583 | Time: 1434.77 ms [2021-08-26 12:15:19 main:574] : INFO : Epoch 1929 | loss: 0.031141 | val_loss: 0.0311586 | Time: 1437.19 ms [2021-08-26 12:15:21 main:574] : INFO : Epoch 1930 | loss: 0.0311402 | val_loss: 0.0311619 | Time: 1433.15 ms [2021-08-26 12:15:22 main:574] : INFO : Epoch 1931 | loss: 0.0311422 | val_loss: 0.031157 | Time: 1437.59 ms [2021-08-26 12:15:24 main:574] : INFO : Epoch 1932 | loss: 0.0311421 | val_loss: 0.0311569 | Time: 1440.37 ms [2021-08-26 12:15:25 main:574] : INFO : Epoch 1933 | loss: 0.0311402 | val_loss: 0.0311597 | Time: 1437.27 ms [2021-08-26 12:15:27 main:574] : INFO : Epoch 1934 | loss: 0.0311429 | val_loss: 0.0311577 | Time: 1436.06 ms [2021-08-26 12:15:28 main:574] : INFO : Epoch 1935 | loss: 0.0311426 | val_loss: 0.0311584 | Time: 1434.31 ms [2021-08-26 12:15:30 main:574] : INFO : Epoch 1936 | loss: 0.0311444 | val_loss: 0.03117 | Time: 1431.25 ms [2021-08-26 12:15:31 main:574] : INFO : Epoch 1937 | loss: 0.0311492 | val_loss: 0.0311673 | Time: 1432.73 ms [2021-08-26 12:15:33 main:574] : INFO : Epoch 1938 | loss: 0.0311456 | val_loss: 0.0311584 | Time: 1434.68 ms [2021-08-26 12:15:34 main:574] : INFO : Epoch 1939 | loss: 0.031144 | val_loss: 0.0311565 | Time: 1436.81 ms [2021-08-26 12:15:35 main:574] : INFO : Epoch 1940 | loss: 0.0311443 | val_loss: 0.0311567 | Time: 1433.8 ms [2021-08-26 12:15:37 main:574] : INFO : Epoch 1941 | loss: 0.0311406 | val_loss: 0.0311568 | Time: 1437.32 ms [2021-08-26 12:15:38 main:574] : INFO : Epoch 1942 | loss: 0.031141 | val_loss: 0.0311561 | Time: 1433.51 ms [2021-08-26 12:15:40 main:574] : INFO : Epoch 1943 | loss: 0.0311411 | val_loss: 0.0311566 | Time: 1431.65 ms [2021-08-26 12:15:41 main:574] : INFO : Epoch 1944 | loss: 0.0311415 | val_loss: 0.0311561 | Time: 1436.68 ms [2021-08-26 12:15:43 main:574] : INFO : Epoch 1945 | loss: 0.0311405 | val_loss: 0.0311564 | Time: 1437.93 ms [2021-08-26 12:15:44 main:574] : INFO : Epoch 1946 | loss: 0.0311401 | val_loss: 0.0311561 | Time: 1436.49 ms [2021-08-26 12:15:46 main:574] : INFO : Epoch 1947 | loss: 0.0311425 | val_loss: 0.0311539 | Time: 1434.88 ms [2021-08-26 12:15:47 main:574] : INFO : Epoch 1948 | loss: 0.0311421 | val_loss: 0.0311533 | Time: 1434.39 ms [2021-08-26 12:15:49 main:574] : INFO : Epoch 1949 | loss: 0.0311427 | val_loss: 0.0311547 | Time: 1434.42 ms [2021-08-26 12:15:50 main:574] : INFO : Epoch 1950 | loss: 0.0311434 | val_loss: 0.0311565 | Time: 1434.16 ms [2021-08-26 12:15:51 main:574] : INFO : Epoch 1951 | loss: 0.0311423 | val_loss: 0.0311531 | Time: 1433.78 ms [2021-08-26 12:15:53 main:574] : INFO : Epoch 1952 | loss: 0.0311422 | val_loss: 0.0311536 | Time: 1429.78 ms [2021-08-26 12:15:54 main:574] : INFO : Epoch 1953 | loss: 0.0311427 | val_loss: 0.0311546 | Time: 1438.05 ms [2021-08-26 12:15:56 main:574] : INFO : Epoch 1954 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 1433.78 ms [2021-08-26 12:15:57 main:574] : INFO : Epoch 1955 | loss: 0.0311427 | val_loss: 0.0311531 | Time: 1441.11 ms [2021-08-26 12:15:59 main:574] : INFO : Epoch 1956 | loss: 0.0311433 | val_loss: 0.0311551 | Time: 1434.62 ms [2021-08-26 12:16:00 main:574] : INFO : Epoch 1957 | loss: 0.0311425 | val_loss: 0.031154 | Time: 1437.12 ms [2021-08-26 12:16:02 main:574] : INFO : Epoch 1958 | loss: 0.0311451 | val_loss: 0.0311594 | Time: 1433.75 ms [2021-08-26 12:16:03 main:574] : INFO : Epoch 1959 | loss: 0.0311458 | val_loss: 0.0311562 | Time: 1434.03 ms [2021-08-26 12:16:05 main:574] : INFO : Epoch 1960 | loss: 0.0311441 | val_loss: 0.0311601 | Time: 1436.34 ms [2021-08-26 12:16:06 main:574] : INFO : Epoch 1961 | loss: 0.0311472 | val_loss: 0.0311587 | Time: 1434.85 ms [2021-08-26 12:16:08 main:574] : INFO : Epoch 1962 | loss: 0.0311462 | val_loss: 0.0311606 | Time: 1433.78 ms [2021-08-26 12:16:09 main:574] : INFO : Epoch 1963 | loss: 0.0311462 | val_loss: 0.031162 | Time: 1434.21 ms [2021-08-26 12:16:10 main:574] : INFO : Epoch 1964 | loss: 0.0311452 | val_loss: 0.0311594 | Time: 1437.96 ms [2021-08-26 12:16:12 main:574] : INFO : Epoch 1965 | loss: 0.0311444 | val_loss: 0.0311583 | Time: 1435.08 ms [2021-08-26 12:16:13 main:574] : INFO : Epoch 1966 | loss: 0.0311432 | val_loss: 0.0311605 | Time: 1437.41 ms [2021-08-26 12:16:15 main:574] : INFO : Epoch 1967 | loss: 0.0311421 | val_loss: 0.0311599 | Time: 1435.88 ms [2021-08-26 12:16:16 main:574] : INFO : Epoch 1968 | loss: 0.0311451 | val_loss: 0.0311577 | Time: 1435.98 ms [2021-08-26 12:16:18 main:574] : INFO : Epoch 1969 | loss: 0.0311483 | val_loss: 0.0311577 | Time: 1433.43 ms [2021-08-26 12:16:19 main:574] : INFO : Epoch 1970 | loss: 0.0311488 | val_loss: 0.0311578 | Time: 1433.11 ms [2021-08-26 12:16:21 main:574] : INFO : Epoch 1971 | loss: 0.0311466 | val_loss: 0.0311595 | Time: 1434.54 ms [2021-08-26 12:16:22 main:574] : INFO : Epoch 1972 | loss: 0.0311462 | val_loss: 0.0311581 | Time: 1432.07 ms [2021-08-26 12:16:24 main:574] : INFO : Epoch 1973 | loss: 0.0311452 | val_loss: 0.0311577 | Time: 1433.77 ms [2021-08-26 12:16:25 main:574] : INFO : Epoch 1974 | loss: 0.0311446 | val_loss: 0.0311582 | Time: 1434.03 ms [2021-08-26 12:16:26 main:574] : INFO : Epoch 1975 | loss: 0.0311449 | val_loss: 0.0311581 | Time: 1437.07 ms [2021-08-26 12:16:28 main:574] : INFO : Epoch 1976 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 1435.58 ms [2021-08-26 12:16:29 main:574] : INFO : Epoch 1977 | loss: 0.0311446 | val_loss: 0.0311597 | Time: 1430.11 ms [2021-08-26 12:16:31 main:574] : INFO : Epoch 1978 | loss: 0.0311452 | val_loss: 0.0311567 | Time: 1430.05 ms [2021-08-26 12:16:32 main:574] : INFO : Epoch 1979 | loss: 0.0311448 | val_loss: 0.0311578 | Time: 1429.29 ms [2021-08-26 12:16:34 main:574] : INFO : Epoch 1980 | loss: 0.0311433 | val_loss: 0.0311619 | Time: 1433.89 ms [2021-08-26 12:16:35 main:574] : INFO : Epoch 1981 | loss: 0.0311437 | val_loss: 0.031159 | Time: 1437.64 ms [2021-08-26 12:16:37 main:574] : INFO : Epoch 1982 | loss: 0.0311425 | val_loss: 0.0311591 | Time: 1436.75 ms [2021-08-26 12:16:38 main:574] : INFO : Epoch 1983 | loss: 0.0311413 | val_loss: 0.0311596 | Time: 1436.21 ms [2021-08-26 12:16:40 main:574] : INFO : Epoch 1984 | loss: 0.0311407 | val_loss: 0.0311565 | Time: 1427.99 ms [2021-08-26 12:16:41 main:574] : INFO : Epoch 1985 | loss: 0.0311398 | val_loss: 0.031157 | Time: 1432.7 ms [2021-08-26 12:16:42 main:574] : INFO : Epoch 1986 | loss: 0.031142 | val_loss: 0.031155 | Time: 1433.76 ms [2021-08-26 12:16:44 main:574] : INFO : Epoch 1987 | loss: 0.031141 | val_loss: 0.0311552 | Time: 1430.06 ms [2021-08-26 12:16:45 main:574] : INFO : Epoch 1988 | loss: 0.03114 | val_loss: 0.0311554 | Time: 1436.14 ms [2021-08-26 12:16:47 main:574] : INFO : Epoch 1989 | loss: 0.03114 | val_loss: 0.0311549 | Time: 1436 ms [2021-08-26 12:16:48 main:574] : INFO : Epoch 1990 | loss: 0.0311391 | val_loss: 0.031153 | Time: 1433.11 ms [2021-08-26 12:16:50 main:574] : INFO : Epoch 1991 | loss: 0.0311417 | val_loss: 0.0311574 | Time: 1435.87 ms [2021-08-26 12:16:51 main:574] : INFO : Epoch 1992 | loss: 0.0311418 | val_loss: 0.0311547 | Time: 1435.62 ms [2021-08-26 12:16:53 main:574] : INFO : Epoch 1993 | loss: 0.0311439 | val_loss: 0.0311525 | Time: 1435.71 ms [2021-08-26 12:16:54 main:574] : INFO : Epoch 1994 | loss: 0.0311444 | val_loss: 0.0311553 | Time: 1434.94 ms [2021-08-26 12:16:56 main:574] : INFO : Epoch 1995 | loss: 0.031146 | val_loss: 0.0311555 | Time: 1435.54 ms [2021-08-26 12:16:57 main:574] : INFO : Epoch 1996 | loss: 0.0311438 | val_loss: 0.0311578 | Time: 1448.92 ms [2021-08-26 12:16:58 main:574] : INFO : Epoch 1997 | loss: 0.0311434 | val_loss: 0.0311535 | Time: 1434.22 ms [2021-08-26 12:17:00 main:574] : INFO : Epoch 1998 | loss: 0.0311406 | val_loss: 0.0311536 | Time: 1434.42 ms [2021-08-26 12:17:01 main:574] : INFO : Epoch 1999 | loss: 0.0311403 | val_loss: 0.0311532 | Time: 1435.72 ms [2021-08-26 12:17:03 main:574] : INFO : Epoch 2000 | loss: 0.0311412 | val_loss: 0.031154 | Time: 1436.68 ms [2021-08-26 12:17:04 main:574] : INFO : Epoch 2001 | loss: 0.0311415 | val_loss: 0.0311509 | Time: 1434.98 ms [2021-08-26 12:17:06 main:574] : INFO : Epoch 2002 | loss: 0.0311395 | val_loss: 0.0311525 | Time: 1435.88 ms [2021-08-26 12:17:07 main:574] : INFO : Epoch 2003 | loss: 0.0311403 | val_loss: 0.0311519 | Time: 1441.43 ms [2021-08-26 12:17:09 main:574] : INFO : Epoch 2004 | loss: 0.0311441 | val_loss: 0.0311587 | Time: 1437.61 ms [2021-08-26 12:17:10 main:574] : INFO : Epoch 2005 | loss: 0.0311429 | val_loss: 0.0311539 | Time: 1434.41 ms [2021-08-26 12:17:12 main:574] : INFO : Epoch 2006 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 1436.18 ms [2021-08-26 12:17:13 main:574] : INFO : Epoch 2007 | loss: 0.0311442 | val_loss: 0.0311594 | Time: 1429.2 ms [2021-08-26 12:17:15 main:574] : INFO : Epoch 2008 | loss: 0.0311453 | val_loss: 0.0311582 | Time: 1432.57 ms [2021-08-26 12:17:16 main:574] : INFO : Epoch 2009 | loss: 0.0311454 | val_loss: 0.0311568 | Time: 1434.62 ms [2021-08-26 12:17:17 main:574] : INFO : Epoch 2010 | loss: 0.0311455 | val_loss: 0.0311589 | Time: 1437.86 ms [2021-08-26 12:17:19 main:574] : INFO : Epoch 2011 | loss: 0.0311454 | val_loss: 0.0311612 | Time: 1437.89 ms [2021-08-26 12:17:20 main:574] : INFO : Epoch 2012 | loss: 0.0311456 | val_loss: 0.031167 | Time: 1435.96 ms [2021-08-26 12:17:22 main:574] : INFO : Epoch 2013 | loss: 0.0311464 | val_loss: 0.0311617 | Time: 1437.5 ms [2021-08-26 12:17:23 main:574] : INFO : Epoch 2014 | loss: 0.0311458 | val_loss: 0.031159 | Time: 1437.17 ms [2021-08-26 12:17:25 main:574] : INFO : Epoch 2015 | loss: 0.0311461 | val_loss: 0.031159 | Time: 1436.52 ms [2021-08-26 12:17:26 main:574] : INFO : Epoch 2016 | loss: 0.0311452 | val_loss: 0.0311588 | Time: 1440.06 ms [2021-08-26 12:17:28 main:574] : INFO : Epoch 2017 | loss: 0.0311451 | val_loss: 0.0311588 | Time: 1435.44 ms [2021-08-26 12:17:29 main:574] : INFO : Epoch 2018 | loss: 0.0311454 | val_loss: 0.0311585 | Time: 1431.99 ms [2021-08-26 12:17:31 main:574] : INFO : Epoch 2019 | loss: 0.0311436 | val_loss: 0.0311577 | Time: 1435.8 ms [2021-08-26 12:17:32 main:574] : INFO : Epoch 2020 | loss: 0.0311437 | val_loss: 0.0311583 | Time: 1436.05 ms [2021-08-26 12:17:33 main:574] : INFO : Epoch 2021 | loss: 0.0311429 | val_loss: 0.031156 | Time: 1432.95 ms [2021-08-26 12:17:35 main:574] : INFO : Epoch 2022 | loss: 0.0311423 | val_loss: 0.0311588 | Time: 1434.28 ms [2021-08-26 12:17:36 main:574] : INFO : Epoch 2023 | loss: 0.0311431 | val_loss: 0.031157 | Time: 1428.29 ms [2021-08-26 12:17:38 main:574] : INFO : Epoch 2024 | loss: 0.0311431 | val_loss: 0.0311571 | Time: 1434.45 ms [2021-08-26 12:17:39 main:574] : INFO : Epoch 2025 | loss: 0.0311433 | val_loss: 0.0311551 | Time: 1438.68 ms [2021-08-26 12:17:41 main:574] : INFO : Epoch 2026 | loss: 0.0311419 | val_loss: 0.0311555 | Time: 1434.96 ms [2021-08-26 12:17:42 main:574] : INFO : Epoch 2027 | loss: 0.0311435 | val_loss: 0.0311558 | Time: 1432.36 ms [2021-08-26 12:17:44 main:574] : INFO : Epoch 2028 | loss: 0.0311445 | val_loss: 0.0311594 | Time: 1432.67 ms [2021-08-26 12:17:45 main:574] : INFO : Epoch 2029 | loss: 0.031144 | val_loss: 0.031161 | Time: 1435.13 ms [2021-08-26 12:17:47 main:574] : INFO : Epoch 2030 | loss: 0.0311454 | val_loss: 0.03116 | Time: 1433.79 ms [2021-08-26 12:17:48 main:574] : INFO : Epoch 2031 | loss: 0.0311478 | val_loss: 0.0311565 | Time: 1439.6 ms [2021-08-26 12:17:49 main:574] : INFO : Epoch 2032 | loss: 0.0311446 | val_loss: 0.0311563 | Time: 1436.56 ms [2021-08-26 12:17:51 main:574] : INFO : Epoch 2033 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 1437.29 ms [2021-08-26 12:17:52 main:574] : INFO : Epoch 2034 | loss: 0.0311457 | val_loss: 0.0311598 | Time: 1439.9 ms [2021-08-26 12:17:54 main:574] : INFO : Epoch 2035 | loss: 0.0311427 | val_loss: 0.0311583 | Time: 1437.25 ms [2021-08-26 12:17:55 main:574] : INFO : Epoch 2036 | loss: 0.0311415 | val_loss: 0.0311608 | Time: 1432.9 ms [2021-08-26 12:17:57 main:574] : INFO : Epoch 2037 | loss: 0.0311432 | val_loss: 0.0311574 | Time: 1437.45 ms [2021-08-26 12:17:58 main:574] : INFO : Epoch 2038 | loss: 0.0311421 | val_loss: 0.0311571 | Time: 1437.41 ms [2021-08-26 12:18:00 main:574] : INFO : Epoch 2039 | loss: 0.031142 | val_loss: 0.0311555 | Time: 1441.53 ms [2021-08-26 12:18:01 main:574] : INFO : Epoch 2040 | loss: 0.0311396 | val_loss: 0.0311567 | Time: 1436.19 ms [2021-08-26 12:18:03 main:574] : INFO : Epoch 2041 | loss: 0.0311401 | val_loss: 0.0311567 | Time: 1432.4 ms [2021-08-26 12:18:04 main:574] : INFO : Epoch 2042 | loss: 0.0311404 | val_loss: 0.0311563 | Time: 1437.89 ms [2021-08-26 12:18:06 main:574] : INFO : Epoch 2043 | loss: 0.0311386 | val_loss: 0.0311539 | Time: 1439.3 ms [2021-08-26 12:18:07 main:574] : INFO : Epoch 2044 | loss: 0.0311382 | val_loss: 0.0311565 | Time: 1435.16 ms [2021-08-26 12:18:08 main:574] : INFO : Epoch 2045 | loss: 0.0311383 | val_loss: 0.0311544 | Time: 1440.9 ms [2021-08-26 12:18:10 main:574] : INFO : Epoch 2046 | loss: 0.0311381 | val_loss: 0.0311544 | Time: 1432.77 ms [2021-08-26 12:18:11 main:574] : INFO : Epoch 2047 | loss: 0.0311372 | val_loss: 0.0311536 | Time: 1437.74 ms [2021-08-26 12:18:13 main:574] : INFO : Epoch 2048 | loss: 0.0311368 | val_loss: 0.0311568 | Time: 1430.05 ms [2021-08-26 12:18:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311568 [2021-08-26 12:18:13 main:603] : INFO : Saving end state to config to file [2021-08-26 12:18:13 main:608] : INFO : Success, exiting.. 12:18:13 (25624): 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)