Task 14597090
| Name | ParityModified-1647048826-1687-3-0_2 |
| Workunit | 11576087 |
| Created | 11 Apr 2022, 10:51:43 UTC |
| Sent | 11 Apr 2022, 10:52:12 UTC |
| Report deadline | 19 Apr 2022, 10:52:12 UTC |
| Received | 11 Apr 2022, 16:14:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 51 min 19 sec |
| CPU time | 51 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :25 main:581] : INFO : Epoch 1538 | loss: 0.0311402 | val_loss: 0.03116 | Time: 1472.14 ms [2022-04-11 18:01:26 main:581] : INFO : Epoch 1539 | loss: 0.0311397 | val_loss: 0.0311541 | Time: 1474.72 ms [2022-04-11 18:01:28 main:581] : INFO : Epoch 1540 | loss: 0.0311426 | val_loss: 0.0311687 | Time: 1473.38 ms [2022-04-11 18:01:29 main:581] : INFO : Epoch 1541 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 1471.66 ms [2022-04-11 18:01:30 main:581] : INFO : Epoch 1542 | loss: 0.0311485 | val_loss: 0.0311641 | Time: 1477.66 ms [2022-04-11 18:01:32 main:581] : INFO : Epoch 1543 | loss: 0.0311473 | val_loss: 0.0311584 | Time: 1472.26 ms [2022-04-11 18:01:33 main:581] : INFO : Epoch 1544 | loss: 0.0311457 | val_loss: 0.0311574 | Time: 1475.27 ms [2022-04-11 18:01:35 main:581] : INFO : Epoch 1545 | loss: 0.031143 | val_loss: 0.0311554 | Time: 1470.91 ms [2022-04-11 18:01:36 main:581] : INFO : Epoch 1546 | loss: 0.0311399 | val_loss: 0.0311555 | Time: 1472.99 ms [2022-04-11 18:01:38 main:581] : INFO : Epoch 1547 | loss: 0.0311395 | val_loss: 0.0311533 | Time: 1471.55 ms [2022-04-11 18:01:39 main:581] : INFO : Epoch 1548 | loss: 0.0311391 | val_loss: 0.0311557 | Time: 1472.43 ms [2022-04-11 18:01:41 main:581] : INFO : Epoch 1549 | loss: 0.0311399 | val_loss: 0.0311544 | Time: 1474.1 ms [2022-04-11 18:01:42 main:581] : INFO : Epoch 1550 | loss: 0.0311395 | val_loss: 0.0311543 | Time: 1474.14 ms [2022-04-11 18:01:44 main:581] : INFO : Epoch 1551 | loss: 0.0311388 | val_loss: 0.0311553 | Time: 1473.75 ms [2022-04-11 18:01:45 main:581] : INFO : Epoch 1552 | loss: 0.031138 | val_loss: 0.031155 | Time: 1473.92 ms [2022-04-11 18:01:47 main:581] : INFO : Epoch 1553 | loss: 0.0311397 | val_loss: 0.0311629 | Time: 1473.62 ms [2022-04-11 18:01:48 main:581] : INFO : Epoch 1554 | loss: 0.0311401 | val_loss: 0.0311511 | Time: 1472.64 ms [2022-04-11 18:01:50 main:581] : INFO : Epoch 1555 | loss: 0.0311373 | val_loss: 0.0311526 | Time: 1474.83 ms [2022-04-11 18:01:51 main:581] : INFO : Epoch 1556 | loss: 0.0311357 | val_loss: 0.0311515 | Time: 1502.59 ms [2022-04-11 18:01:53 main:581] : INFO : Epoch 1557 | loss: 0.0311343 | val_loss: 0.0311542 | Time: 1473.48 ms [2022-04-11 18:01:54 main:581] : INFO : Epoch 1558 | loss: 0.0311361 | val_loss: 0.0311619 | Time: 1473.55 ms [2022-04-11 18:01:56 main:581] : INFO : Epoch 1559 | loss: 0.0311365 | val_loss: 0.0311524 | Time: 1665.22 ms [2022-04-11 18:01:57 main:581] : INFO : Epoch 1560 | loss: 0.0311364 | val_loss: 0.0311516 | Time: 1468.94 ms [2022-04-11 18:01:59 main:581] : INFO : Epoch 1561 | loss: 0.0311349 | val_loss: 0.0311499 | Time: 1466.35 ms [2022-04-11 18:02:00 main:581] : INFO : Epoch 1562 | loss: 0.0311346 | val_loss: 0.0311526 | Time: 1467.84 ms [2022-04-11 18:02:02 main:581] : INFO : Epoch 1563 | loss: 0.0311352 | val_loss: 0.0311544 | Time: 1468.7 ms [2022-04-11 18:02:03 main:581] : INFO : Epoch 1564 | loss: 0.031134 | val_loss: 0.0311537 | Time: 1468.31 ms [2022-04-11 18:02:05 main:581] : INFO : Epoch 1565 | loss: 0.0311334 | val_loss: 0.0311538 | Time: 1472.41 ms [2022-04-11 18:02:06 main:581] : INFO : Epoch 1566 | loss: 0.0311347 | val_loss: 0.0311519 | Time: 1468.81 ms [2022-04-11 18:02:07 main:581] : INFO : Epoch 1567 | loss: 0.0311371 | val_loss: 0.0311597 | Time: 1467.96 ms [2022-04-11 18:02:09 main:581] : INFO : Epoch 1568 | loss: 0.0311392 | val_loss: 0.0311546 | Time: 1465.56 ms [2022-04-11 18:02:10 main:581] : INFO : Epoch 1569 | loss: 0.0311359 | val_loss: 0.0311544 | Time: 1466.98 ms [2022-04-11 18:02:12 main:581] : INFO : Epoch 1570 | loss: 0.0311342 | val_loss: 0.031153 | Time: 1466.4 ms [2022-04-11 18:02:13 main:581] : INFO : Epoch 1571 | loss: 0.0311327 | val_loss: 0.0311528 | Time: 1466.55 ms [2022-04-11 18:02:15 main:581] : INFO : Epoch 1572 | loss: 0.0311354 | val_loss: 0.0311552 | Time: 1467.56 ms [2022-04-11 18:02:16 main:581] : INFO : Epoch 1573 | loss: 0.0311386 | val_loss: 0.0311566 | Time: 1467.43 ms [2022-04-11 18:02:18 main:581] : INFO : Epoch 1574 | loss: 0.0311378 | val_loss: 0.0311567 | Time: 1467.33 ms [2022-04-11 18:02:19 main:581] : INFO : Epoch 1575 | loss: 0.0311367 | val_loss: 0.0311529 | Time: 1466.08 ms [2022-04-11 18:02:21 main:581] : INFO : Epoch 1576 | loss: 0.0311348 | val_loss: 0.0311546 | Time: 1468.01 ms [2022-04-11 18:02:22 main:581] : INFO : Epoch 1577 | loss: 0.0311354 | val_loss: 0.0311566 | Time: 1466.19 ms [2022-04-11 18:02:24 main:581] : INFO : Epoch 1578 | loss: 0.0311363 | val_loss: 0.0311563 | Time: 1466.95 ms [2022-04-11 18:02:25 main:581] : INFO : Epoch 1579 | loss: 0.0311349 | val_loss: 0.0311517 | Time: 1467.03 ms [2022-04-11 18:02:27 main:581] : INFO : Epoch 1580 | loss: 0.0311348 | val_loss: 0.0311614 | Time: 1472.19 ms [2022-04-11 18:02:28 main:581] : INFO : Epoch 1581 | loss: 0.0311402 | val_loss: 0.0311604 | Time: 1467.11 ms [2022-04-11 18:02:29 main:581] : INFO : Epoch 1582 | loss: 0.0466441 | val_loss: 0.037884 | Time: 1467.06 ms [2022-04-11 18:02:31 main:581] : INFO : Epoch 1583 | loss: 0.0336655 | val_loss: 0.0322188 | Time: 1467.97 ms [2022-04-11 18:02:33 main:581] : INFO : Epoch 1584 | loss: 0.0316542 | val_loss: 0.0313323 | Time: 1602.08 ms [2022-04-11 18:02:34 main:581] : INFO : Epoch 1585 | loss: 0.0313134 | val_loss: 0.0312737 | Time: 1466.55 ms [2022-04-11 18:02:35 main:581] : INFO : Epoch 1586 | loss: 0.0312589 | val_loss: 0.0312501 | Time: 1467.36 ms [2022-04-11 18:02:37 main:581] : INFO : Epoch 1587 | loss: 0.0312408 | val_loss: 0.0312339 | Time: 1469.98 ms [2022-04-11 18:02:38 main:581] : INFO : Epoch 1588 | loss: 0.031228 | val_loss: 0.0312219 | Time: 1468.24 ms [2022-04-11 18:02:40 main:581] : INFO : Epoch 1589 | loss: 0.0312165 | val_loss: 0.0312107 | Time: 1466.15 ms [2022-04-11 18:02:41 main:581] : INFO : Epoch 1590 | loss: 0.0312061 | val_loss: 0.0311997 | Time: 1466.69 ms [2022-04-11 18:02:43 main:581] : INFO : Epoch 1591 | loss: 0.0311975 | val_loss: 0.0311924 | Time: 1466.61 ms [2022-04-11 18:02:44 main:581] : INFO : Epoch 1592 | loss: 0.0311912 | val_loss: 0.0311863 | Time: 1469.5 ms [2022-04-11 18:02:46 main:581] : INFO : Epoch 1593 | loss: 0.0311866 | val_loss: 0.031183 | Time: 1904.84 ms [2022-04-11 18:02:48 main:581] : INFO : Epoch 1594 | loss: 0.031183 | val_loss: 0.0311808 | Time: 1515.16 ms [2022-04-11 18:02:49 main:581] : INFO : Epoch 1595 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 1468.94 ms [2022-04-11 18:02:51 main:581] : INFO : Epoch 1596 | loss: 0.0311798 | val_loss: 0.0311782 | Time: 1467.59 ms [2022-04-11 18:02:52 main:581] : INFO : Epoch 1597 | loss: 0.0311787 | val_loss: 0.0311776 | Time: 1470.1 ms [2022-04-11 18:02:54 main:581] : INFO : Epoch 1598 | loss: 0.0311777 | val_loss: 0.0311768 | Time: 1468.86 ms [2022-04-11 18:02:55 main:581] : INFO : Epoch 1599 | loss: 0.0311765 | val_loss: 0.0311753 | Time: 1615.44 ms [2022-04-11 18:02:57 main:581] : INFO : Epoch 1600 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 1471.5 ms [2022-04-11 18:02:58 main:581] : INFO : Epoch 1601 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 1470 ms [2022-04-11 18:03:00 main:581] : INFO : Epoch 1602 | loss: 0.0311734 | val_loss: 0.0311737 | Time: 1474.12 ms [2022-04-11 18:03:01 main:581] : INFO : Epoch 1603 | loss: 0.0311717 | val_loss: 0.0311689 | Time: 1469.3 ms [2022-04-11 18:03:03 main:581] : INFO : Epoch 1604 | loss: 0.0311676 | val_loss: 0.0311691 | Time: 2045.53 ms [2022-04-11 18:03:05 main:581] : INFO : Epoch 1605 | loss: 0.0311664 | val_loss: 0.0311649 | Time: 1469.7 ms [2022-04-11 18:03:06 main:581] : INFO : Epoch 1606 | loss: 0.0311644 | val_loss: 0.0311647 | Time: 1568.33 ms [2022-04-11 18:03:08 main:581] : INFO : Epoch 1607 | loss: 0.0311636 | val_loss: 0.0311651 | Time: 1467.46 ms [2022-04-11 18:03:09 main:581] : INFO : Epoch 1608 | loss: 0.0311626 | val_loss: 0.0311647 | Time: 1472.53 ms [2022-04-11 18:03:11 main:581] : INFO : Epoch 1609 | loss: 0.0311617 | val_loss: 0.0311641 | Time: 1478.68 ms [2022-04-11 18:03:12 main:581] : INFO : Epoch 1610 | loss: 0.0311611 | val_loss: 0.0311643 | Time: 1468.57 ms [2022-04-11 18:03:14 main:581] : INFO : Epoch 1611 | loss: 0.0311606 | val_loss: 0.0311642 | Time: 1569.27 ms [2022-04-11 18:03:15 main:581] : INFO : Epoch 1612 | loss: 0.0311599 | val_loss: 0.0311633 | Time: 1467.65 ms [2022-04-11 18:03:17 main:581] : INFO : Epoch 1613 | loss: 0.0311597 | val_loss: 0.0311633 | Time: 1469.56 ms [2022-04-11 18:03:18 main:581] : INFO : Epoch 1614 | loss: 0.0311597 | val_loss: 0.0311633 | Time: 1467.84 ms [2022-04-11 18:03:20 main:581] : INFO : Epoch 1615 | loss: 0.031159 | val_loss: 0.0311639 | Time: 1722.87 ms [2022-04-11 18:03:21 main:581] : INFO : Epoch 1616 | loss: 0.0311591 | val_loss: 0.0311639 | Time: 1469.72 ms [2022-04-11 18:03:23 main:581] : INFO : Epoch 1617 | loss: 0.0311587 | val_loss: 0.0311639 | Time: 1468.68 ms [2022-04-11 18:03:24 main:581] : INFO : Epoch 1618 | loss: 0.0311575 | val_loss: 0.0311633 | Time: 1469.24 ms [2022-04-11 18:03:26 main:581] : INFO : Epoch 1619 | loss: 0.0311577 | val_loss: 0.0311622 | Time: 1507.77 ms [2022-04-11 18:03:27 main:581] : INFO : Epoch 1620 | loss: 0.0311572 | val_loss: 0.031163 | Time: 1473.01 ms [2022-04-11 18:03:29 main:581] : INFO : Epoch 1621 | loss: 0.0311575 | val_loss: 0.0311624 | Time: 1476.04 ms [2022-04-11 18:03:30 main:581] : INFO : Epoch 1622 | loss: 0.0311571 | val_loss: 0.031162 | Time: 1470.29 ms [2022-04-11 18:03:32 main:581] : INFO : Epoch 1623 | loss: 0.0311567 | val_loss: 0.0311619 | Time: 1473.22 ms [2022-04-11 18:03:33 main:581] : INFO : Epoch 1624 | loss: 0.0311564 | val_loss: 0.0311616 | Time: 1470.85 ms [2022-04-11 18:03:35 main:581] : INFO : Epoch 1625 | loss: 0.0311566 | val_loss: 0.031164 | Time: 1472.05 ms [2022-04-11 18:03:36 main:581] : INFO : Epoch 1626 | loss: 0.0311565 | val_loss: 0.0311626 | Time: 1471.46 ms [2022-04-11 18:03:37 main:581] : INFO : Epoch 1627 | loss: 0.0311572 | val_loss: 0.0311616 | Time: 1472.41 ms [2022-04-11 18:03:39 main:581] : INFO : Epoch 1628 | loss: 0.0311565 | val_loss: 0.0311612 | Time: 1469.44 ms [2022-04-11 18:03:40 main:581] : INFO : Epoch 1629 | loss: 0.0311554 | val_loss: 0.0311618 | Time: 1474.77 ms [2022-04-11 18:03:42 main:581] : INFO : Epoch 1630 | loss: 0.0311557 | val_loss: 0.0311611 | Time: 1475.87 ms [2022-04-11 18:03:43 main:581] : INFO : Epoch 1631 | loss: 0.0311572 | val_loss: 0.0311631 | Time: 1474.53 ms [2022-04-11 18:03:45 main:581] : INFO : Epoch 1632 | loss: 0.0311568 | val_loss: 0.0311617 | Time: 1474.25 ms [2022-04-11 18:03:46 main:581] : INFO : Epoch 1633 | loss: 0.0311548 | val_loss: 0.0311615 | Time: 1475.79 ms [2022-04-11 18:03:48 main:581] : INFO : Epoch 1634 | loss: 0.0311546 | val_loss: 0.0311604 | Time: 1576.74 ms [2022-04-11 18:03:49 main:581] : INFO : Epoch 1635 | loss: 0.0311538 | val_loss: 0.0311606 | Time: 1474.57 ms [2022-04-11 18:03:51 main:581] : INFO : Epoch 1636 | loss: 0.0311539 | val_loss: 0.0311623 | Time: 1474.34 ms [2022-04-11 18:03:52 main:581] : INFO : Epoch 1637 | loss: 0.0311543 | val_loss: 0.0311618 | Time: 1516.42 ms [2022-04-11 18:03:54 main:581] : INFO : Epoch 1638 | loss: 0.0311532 | val_loss: 0.0311612 | Time: 1474.27 ms [2022-04-11 18:03:55 main:581] : INFO : Epoch 1639 | loss: 0.0311526 | val_loss: 0.0311616 | Time: 1474.94 ms [2022-04-11 18:03:57 main:581] : INFO : Epoch 1640 | loss: 0.0311541 | val_loss: 0.0311624 | Time: 1483.1 ms [2022-04-11 18:03:58 main:581] : INFO : Epoch 1641 | loss: 0.0311518 | val_loss: 0.031163 | Time: 1476.14 ms [2022-04-11 18:04:00 main:581] : INFO : Epoch 1642 | loss: 0.031153 | val_loss: 0.0311588 | Time: 1473.02 ms [2022-04-11 18:04:01 main:581] : INFO : Epoch 1643 | loss: 0.0311519 | val_loss: 0.0311594 | Time: 1476.33 ms [2022-04-11 18:04:03 main:581] : INFO : Epoch 1644 | loss: 0.0311512 | val_loss: 0.031159 | Time: 1474.94 ms [2022-04-11 18:04:04 main:581] : INFO : Epoch 1645 | loss: 0.0311519 | val_loss: 0.0311591 | Time: 1475.39 ms [2022-04-11 18:04:06 main:581] : INFO : Epoch 1646 | loss: 0.0311514 | val_loss: 0.0311596 | Time: 1473.16 ms [2022-04-11 18:04:07 main:581] : INFO : Epoch 1647 | loss: 0.0311519 | val_loss: 0.0311596 | Time: 1473.53 ms [2022-04-11 18:04:09 main:581] : INFO : Epoch 1648 | loss: 0.0311505 | val_loss: 0.0311588 | Time: 1473.05 ms [2022-04-11 18:04:10 main:581] : INFO : Epoch 1649 | loss: 0.0311505 | val_loss: 0.031158 | Time: 1472.31 ms [2022-04-11 18:04:12 main:581] : INFO : Epoch 1650 | loss: 0.031151 | val_loss: 0.0311592 | Time: 1472.44 ms [2022-04-11 18:04:13 main:581] : INFO : Epoch 1651 | loss: 0.0311506 | val_loss: 0.0311601 | Time: 1472.12 ms [2022-04-11 18:04:14 main:581] : INFO : Epoch 1652 | loss: 0.0311514 | val_loss: 0.0311588 | Time: 1473.61 ms [2022-04-11 18:04:16 main:581] : INFO : Epoch 1653 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 1471.6 ms [2022-04-11 18:04:17 main:581] : INFO : Epoch 1654 | loss: 0.0311508 | val_loss: 0.0311588 | Time: 1472.24 ms [2022-04-11 18:04:19 main:581] : INFO : Epoch 1655 | loss: 0.0311498 | val_loss: 0.0311596 | Time: 1482.14 ms [2022-04-11 18:04:20 main:581] : INFO : Epoch 1656 | loss: 0.0311509 | val_loss: 0.0311579 | Time: 1475.2 ms [2022-04-11 18:04:22 main:581] : INFO : Epoch 1657 | loss: 0.0311506 | val_loss: 0.0311596 | Time: 1474.8 ms [2022-04-11 18:04:23 main:581] : INFO : Epoch 1658 | loss: 0.0311502 | val_loss: 0.0311586 | Time: 1473.16 ms [2022-04-11 18:04:25 main:581] : INFO : Epoch 1659 | loss: 0.0311503 | val_loss: 0.0311584 | Time: 1470.57 ms [2022-04-11 18:04:26 main:581] : INFO : Epoch 1660 | loss: 0.0311499 | val_loss: 0.0311587 | Time: 1473.66 ms [2022-04-11 18:04:28 main:581] : INFO : Epoch 1661 | loss: 0.0311503 | val_loss: 0.0311597 | Time: 1469.72 ms [2022-04-11 18:04:29 main:581] : INFO : Epoch 1662 | loss: 0.0311487 | val_loss: 0.0311589 | Time: 1470.54 ms [2022-04-11 18:04:31 main:581] : INFO : Epoch 1663 | loss: 0.0311484 | val_loss: 0.031159 | Time: 1472.23 ms [2022-04-11 18:04:32 main:581] : INFO : Epoch 1664 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 1473.05 ms [2022-04-11 18:04:34 main:581] : INFO : Epoch 1665 | loss: 0.0311481 | val_loss: 0.0311603 | Time: 1582.04 ms [2022-04-11 18:04:36 main:581] : INFO : Epoch 1666 | loss: 0.0311482 | val_loss: 0.031158 | Time: 1938.39 ms [2022-04-11 18:04:37 main:581] : INFO : Epoch 1667 | loss: 0.0311478 | val_loss: 0.0311598 | Time: 1471.45 ms [2022-04-11 18:04:39 main:581] : INFO : Epoch 1668 | loss: 0.031148 | val_loss: 0.0311581 | Time: 1469.25 ms [2022-04-11 18:04:40 main:581] : INFO : Epoch 1669 | loss: 0.0311474 | val_loss: 0.0311597 | Time: 1471.11 ms [2022-04-11 18:04:42 main:581] : INFO : Epoch 1670 | loss: 0.0311482 | val_loss: 0.0311586 | Time: 1470.01 ms [2022-04-11 18:04:43 main:581] : INFO : Epoch 1671 | loss: 0.0311476 | val_loss: 0.0311581 | Time: 1471.31 ms [2022-04-11 18:04:45 main:581] : INFO : Epoch 1672 | loss: 0.0311488 | val_loss: 0.0311587 | Time: 1471.04 ms [2022-04-11 18:04:46 main:581] : INFO : Epoch 1673 | loss: 0.0311469 | val_loss: 0.0311584 | Time: 1472.5 ms [2022-04-11 18:04:47 main:581] : INFO : Epoch 1674 | loss: 0.0311475 | val_loss: 0.0311592 | Time: 1470.99 ms [2022-04-11 18:04:49 main:581] : INFO : Epoch 1675 | loss: 0.0311476 | val_loss: 0.0311578 | Time: 1471.29 ms [2022-04-11 18:04:50 main:581] : INFO : Epoch 1676 | loss: 0.031147 | val_loss: 0.0311578 | Time: 1470.21 ms [2022-04-11 18:04:52 main:581] : INFO : Epoch 1677 | loss: 0.0311462 | val_loss: 0.0311593 | Time: 1470.04 ms [2022-04-11 18:04:53 main:581] : INFO : Epoch 1678 | loss: 0.0311463 | val_loss: 0.0311596 | Time: 1472.29 ms [2022-04-11 18:04:55 main:581] : INFO : Epoch 1679 | loss: 0.0311472 | val_loss: 0.031158 | Time: 1469.29 ms [2022-04-11 18:04:56 main:581] : INFO : Epoch 1680 | loss: 0.0311464 | val_loss: 0.031159 | Time: 1473.52 ms [2022-04-11 18:04:58 main:581] : INFO : Epoch 1681 | loss: 0.0311471 | val_loss: 0.03116 | Time: 1474.73 ms [2022-04-11 18:04:59 main:581] : INFO : Epoch 1682 | loss: 0.0311468 | val_loss: 0.0311578 | Time: 1470.07 ms [2022-04-11 18:05:01 main:581] : INFO : Epoch 1683 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 1469.73 ms [2022-04-11 18:05:02 main:581] : INFO : Epoch 1684 | loss: 0.0311465 | val_loss: 0.0311587 | Time: 1471.54 ms [2022-04-11 18:05:04 main:581] : INFO : Epoch 1685 | loss: 0.0311466 | val_loss: 0.0311574 | Time: 1471.86 ms [2022-04-11 18:05:05 main:581] : INFO : Epoch 1686 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 1470 ms [2022-04-11 18:05:07 main:581] : INFO : Epoch 1687 | loss: 0.0311458 | val_loss: 0.0311577 | Time: 1469.37 ms [2022-04-11 18:05:08 main:581] : INFO : Epoch 1688 | loss: 0.0311454 | val_loss: 0.0311589 | Time: 1473.55 ms [2022-04-11 18:05:10 main:581] : INFO : Epoch 1689 | loss: 0.0311465 | val_loss: 0.0311617 | Time: 1468.76 ms [2022-04-11 18:05:11 main:581] : INFO : Epoch 1690 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 1470.44 ms [2022-04-11 18:05:12 main:581] : INFO : Epoch 1691 | loss: 0.0311455 | val_loss: 0.0311582 | Time: 1467.25 ms [2022-04-11 18:05:14 main:581] : INFO : Epoch 1692 | loss: 0.0311457 | val_loss: 0.0311573 | Time: 1467.18 ms [2022-04-11 18:05:15 main:581] : INFO : Epoch 1693 | loss: 0.0311485 | val_loss: 0.0311574 | Time: 1469.76 ms [2022-04-11 18:05:17 main:581] : INFO : Epoch 1694 | loss: 0.0311489 | val_loss: 0.0311585 | Time: 1467.46 ms [2022-04-11 18:05:18 main:581] : INFO : Epoch 1695 | loss: 0.031147 | val_loss: 0.0311575 | Time: 1469.93 ms [2022-04-11 18:05:20 main:581] : INFO : Epoch 1696 | loss: 0.0311484 | val_loss: 0.0311571 | Time: 1467.21 ms [2022-04-11 18:05:21 main:581] : INFO : Epoch 1697 | loss: 0.0311466 | val_loss: 0.0311568 | Time: 1524 ms [2022-04-11 18:05:23 main:581] : INFO : Epoch 1698 | loss: 0.0311462 | val_loss: 0.0311587 | Time: 1467.21 ms [2022-04-11 18:05:24 main:581] : INFO : Epoch 1699 | loss: 0.0311475 | val_loss: 0.0311589 | Time: 1469.69 ms [2022-04-11 18:05:26 main:581] : INFO : Epoch 1700 | loss: 0.0311479 | val_loss: 0.0311571 | Time: 1470.38 ms [2022-04-11 18:05:27 main:581] : INFO : Epoch 1701 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 1471.55 ms [2022-04-11 18:05:29 main:581] : INFO : Epoch 1702 | loss: 0.0311455 | val_loss: 0.0311566 | Time: 1473.3 ms [2022-04-11 18:05:30 main:581] : INFO : Epoch 1703 | loss: 0.031145 | val_loss: 0.0311583 | Time: 1470.76 ms [2022-04-11 18:05:32 main:581] : INFO : Epoch 1704 | loss: 0.0311442 | val_loss: 0.0311573 | Time: 1470.45 ms [2022-04-11 18:05:33 main:581] : INFO : Epoch 1705 | loss: 0.0311443 | val_loss: 0.031157 | Time: 1470.09 ms [2022-04-11 18:05:35 main:581] : INFO : Epoch 1706 | loss: 0.0311463 | val_loss: 0.0311582 | Time: 1470.5 ms [2022-04-11 18:05:36 main:581] : INFO : Epoch 1707 | loss: 0.031146 | val_loss: 0.0311579 | Time: 1470.31 ms [2022-04-11 18:05:37 main:581] : INFO : Epoch 1708 | loss: 0.0311447 | val_loss: 0.0311574 | Time: 1468.78 ms [2022-04-11 18:05:39 main:581] : INFO : Epoch 1709 | loss: 0.0311448 | val_loss: 0.0311571 | Time: 1474.44 ms [2022-04-11 18:05:40 main:581] : INFO : Epoch 1710 | loss: 0.0311441 | val_loss: 0.0311572 | Time: 1468.44 ms [2022-04-11 18:05:42 main:581] : INFO : Epoch 1711 | loss: 0.0311437 | val_loss: 0.0311585 | Time: 1470.21 ms [2022-04-11 18:05:43 main:581] : INFO : Epoch 1712 | loss: 0.0311438 | val_loss: 0.0311565 | Time: 1470 ms [2022-04-11 18:05:45 main:581] : INFO : Epoch 1713 | loss: 0.0311431 | val_loss: 0.0311576 | Time: 1470.49 ms [2022-04-11 18:05:46 main:581] : INFO : Epoch 1714 | loss: 0.0311432 | val_loss: 0.0311573 | Time: 1470.74 ms [2022-04-11 18:05:48 main:581] : INFO : Epoch 1715 | loss: 0.0311442 | val_loss: 0.0311583 | Time: 1472.14 ms [2022-04-11 18:05:49 main:581] : INFO : Epoch 1716 | loss: 0.031145 | val_loss: 0.0311594 | Time: 1471.37 ms [2022-04-11 18:05:51 main:581] : INFO : Epoch 1717 | loss: 0.0311445 | val_loss: 0.0311562 | Time: 1470.76 ms [2022-04-11 18:05:52 main:581] : INFO : Epoch 1718 | loss: 0.0311446 | val_loss: 0.0311563 | Time: 1471.45 ms [2022-04-11 18:05:54 main:581] : INFO : Epoch 1719 | loss: 0.0311439 | val_loss: 0.0311595 | Time: 1469.08 ms [2022-04-11 18:05:55 main:581] : INFO : Epoch 1720 | loss: 0.0311451 | val_loss: 0.0311605 | Time: 1471.07 ms [2022-04-11 18:05:57 main:581] : INFO : Epoch 1721 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 1470.24 ms [2022-04-11 18:05:58 main:581] : INFO : Epoch 1722 | loss: 0.0311452 | val_loss: 0.0311591 | Time: 1474.31 ms [2022-04-11 18:06:00 main:581] : INFO : Epoch 1723 | loss: 0.0311439 | val_loss: 0.0311583 | Time: 1470 ms [2022-04-11 18:06:01 main:581] : INFO : Epoch 1724 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 1472.47 ms [2022-04-11 18:06:03 main:581] : INFO : Epoch 1725 | loss: 0.0311438 | val_loss: 0.0311582 | Time: 1467.58 ms [2022-04-11 18:06:04 main:581] : INFO : Epoch 1726 | loss: 0.031143 | val_loss: 0.0311581 | Time: 1471.18 ms [2022-04-11 18:06:05 main:581] : INFO : Epoch 1727 | loss: 0.031144 | val_loss: 0.0311591 | Time: 1469.56 ms [2022-04-11 18:06:07 main:581] : INFO : Epoch 1728 | loss: 0.0311423 | val_loss: 0.0311587 | Time: 1468.72 ms [2022-04-11 18:06:08 main:581] : INFO : Epoch 1729 | loss: 0.0311425 | val_loss: 0.0311561 | Time: 1473.03 ms [2022-04-11 18:06:10 main:581] : INFO : Epoch 1730 | loss: 0.0311427 | val_loss: 0.0311584 | Time: 1471.17 ms [2022-04-11 18:06:11 main:581] : INFO : Epoch 1731 | loss: 0.0311444 | val_loss: 0.0311623 | Time: 1471.54 ms [2022-04-11 18:06:13 main:581] : INFO : Epoch 1732 | loss: 0.0311456 | val_loss: 0.0311577 | Time: 1469.28 ms [2022-04-11 18:06:14 main:581] : INFO : Epoch 1733 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 1471.78 ms [2022-04-11 18:06:16 main:581] : INFO : Epoch 1734 | loss: 0.0311443 | val_loss: 0.0311582 | Time: 1469.34 ms [2022-04-11 18:06:17 main:581] : INFO : Epoch 1735 | loss: 0.0311429 | val_loss: 0.031157 | Time: 1471.86 ms [2022-04-11 18:06:19 main:581] : INFO : Epoch 1736 | loss: 0.0311425 | val_loss: 0.0311598 | Time: 1471.76 ms [2022-04-11 18:06:20 main:581] : INFO : Epoch 1737 | loss: 0.0311428 | val_loss: 0.031158 | Time: 1470.48 ms [2022-04-11 18:06:22 main:581] : INFO : Epoch 1738 | loss: 0.0311427 | val_loss: 0.0311586 | Time: 1468.16 ms [2022-04-11 18:06:23 main:581] : INFO : Epoch 1739 | loss: 0.0311423 | val_loss: 0.0311574 | Time: 1468.96 ms [2022-04-11 18:06:26 main:581] : INFO : Epoch 1740 | loss: 0.0311424 | val_loss: 0.0311594 | Time: 2590.4 ms [2022-04-11 18:06:27 main:581] : INFO : Epoch 1741 | loss: 0.031144 | val_loss: 0.0311589 | Time: 1467.6 ms [2022-04-11 18:06:29 main:581] : INFO : Epoch 1742 | loss: 0.0311444 | val_loss: 0.0311602 | Time: 1470.76 ms [2022-04-11 18:06:30 main:581] : INFO : Epoch 1743 | loss: 0.0311463 | val_loss: 0.0311639 | Time: 1668.47 ms [2022-04-11 18:06:32 main:581] : INFO : Epoch 1744 | loss: 0.0311477 | val_loss: 0.0311584 | Time: 1681.76 ms [2022-04-11 18:06:33 main:581] : INFO : Epoch 1745 | loss: 0.0311448 | val_loss: 0.0311599 | Time: 1468.42 ms [2022-04-11 18:06:35 main:581] : INFO : Epoch 1746 | loss: 0.0311455 | val_loss: 0.0311622 | Time: 1686.16 ms [2022-04-11 18:06:37 main:581] : INFO : Epoch 1747 | loss: 0.0311473 | val_loss: 0.0311595 | Time: 1584.12 ms [2022-04-11 18:06:38 main:581] : INFO : Epoch 1748 | loss: 0.0311474 | val_loss: 0.031159 | Time: 1700.3 ms [2022-04-11 18:06:41 main:581] : INFO : Epoch 1749 | loss: 0.0311473 | val_loss: 0.0311557 | Time: 2808.66 ms [2022-04-11 18:06:43 main:581] : INFO : Epoch 1750 | loss: 0.0311455 | val_loss: 0.0311566 | Time: 2021.9 ms [2022-04-11 18:06:45 main:581] : INFO : Epoch 1751 | loss: 0.031145 | val_loss: 0.0311571 | Time: 2202.86 ms [2022-04-11 18:06:47 main:581] : INFO : Epoch 1752 | loss: 0.0311448 | val_loss: 0.0311581 | Time: 1924.65 ms [2022-04-11 18:06:50 main:581] : INFO : Epoch 1753 | loss: 0.0311483 | val_loss: 0.0311581 | Time: 2214.5 ms [2022-04-11 18:06:51 main:581] : INFO : Epoch 1754 | loss: 0.0311474 | val_loss: 0.0311551 | Time: 1466.3 ms [2022-04-11 18:06:53 main:581] : INFO : Epoch 1755 | loss: 0.0311503 | val_loss: 0.0311557 | Time: 1469.63 ms [2022-04-11 18:06:54 main:581] : INFO : Epoch 1756 | loss: 0.0311502 | val_loss: 0.0311563 | Time: 1469.51 ms [2022-04-11 18:06:55 main:581] : INFO : Epoch 1757 | loss: 0.0311497 | val_loss: 0.031156 | Time: 1466.23 ms [2022-04-11 18:06:57 main:581] : INFO : Epoch 1758 | loss: 0.0311474 | val_loss: 0.031156 | Time: 1466.4 ms [2022-04-11 18:06:58 main:581] : INFO : Epoch 1759 | loss: 0.031147 | val_loss: 0.0311558 | Time: 1467.68 ms [2022-04-11 18:07:00 main:581] : INFO : Epoch 1760 | loss: 0.0311467 | val_loss: 0.0311561 | Time: 1466.29 ms [2022-04-11 18:07:01 main:581] : INFO : Epoch 1761 | loss: 0.0311467 | val_loss: 0.0311573 | Time: 1465.53 ms [2022-04-11 18:07:03 main:581] : INFO : Epoch 1762 | loss: 0.0311467 | val_loss: 0.0311561 | Time: 1468.25 ms [2022-04-11 18:07:04 main:581] : INFO : Epoch 1763 | loss: 0.0311466 | val_loss: 0.0311552 | Time: 1471.15 ms [2022-04-11 18:07:06 main:581] : INFO : Epoch 1764 | loss: 0.0311462 | val_loss: 0.0311587 | Time: 1516.82 ms [2022-04-11 18:07:07 main:581] : INFO : Epoch 1765 | loss: 0.0311477 | val_loss: 0.0311545 | Time: 1471.39 ms [2022-04-11 18:07:09 main:581] : INFO : Epoch 1766 | loss: 0.0311479 | val_loss: 0.0311563 | Time: 1470.64 ms [2022-04-11 18:07:10 main:581] : INFO : Epoch 1767 | loss: 0.031146 | val_loss: 0.0311556 | Time: 1710.93 ms [2022-04-11 18:07:12 main:581] : INFO : Epoch 1768 | loss: 0.031144 | val_loss: 0.0311551 | Time: 1504.4 ms [2022-04-11 18:07:13 main:581] : INFO : Epoch 1769 | loss: 0.0311438 | val_loss: 0.0311568 | Time: 1470.16 ms [2022-04-11 18:07:15 main:581] : INFO : Epoch 1770 | loss: 0.0311441 | val_loss: 0.0311607 | Time: 1470.71 ms [2022-04-11 18:07:16 main:581] : INFO : Epoch 1771 | loss: 0.0311453 | val_loss: 0.0311618 | Time: 1469.86 ms [2022-04-11 18:07:18 main:581] : INFO : Epoch 1772 | loss: 0.0311455 | val_loss: 0.0311557 | Time: 1468.43 ms [2022-04-11 18:07:19 main:581] : INFO : Epoch 1773 | loss: 0.0311439 | val_loss: 0.0311554 | Time: 1470.11 ms [2022-04-11 18:07:21 main:581] : INFO : Epoch 1774 | loss: 0.0311435 | val_loss: 0.031156 | Time: 1470.86 ms [2022-04-11 18:07:22 main:581] : INFO : Epoch 1775 | loss: 0.0311438 | val_loss: 0.0311556 | Time: 1468.64 ms [2022-04-11 18:07:24 main:581] : INFO : Epoch 1776 | loss: 0.0311441 | val_loss: 0.0311566 | Time: 1469.39 ms [2022-04-11 18:07:25 main:581] : INFO : Epoch 1777 | loss: 0.0311466 | val_loss: 0.0311607 | Time: 1470.32 ms [2022-04-11 18:07:27 main:581] : INFO : Epoch 1778 | loss: 0.0311478 | val_loss: 0.0311605 | Time: 1470.1 ms [2022-04-11 18:07:28 main:581] : INFO : Epoch 1779 | loss: 0.0311494 | val_loss: 0.0311563 | Time: 1471.49 ms [2022-04-11 18:07:30 main:581] : INFO : Epoch 1780 | loss: 0.0311458 | val_loss: 0.0311545 | Time: 1467.61 ms [2022-04-11 18:07:31 main:581] : INFO : Epoch 1781 | loss: 0.031145 | val_loss: 0.0311579 | Time: 1471.54 ms [2022-04-11 18:07:33 main:581] : INFO : Epoch 1782 | loss: 0.031145 | val_loss: 0.0311565 | Time: 1467.99 ms [2022-04-11 18:07:34 main:581] : INFO : Epoch 1783 | loss: 0.031146 | val_loss: 0.0311582 | Time: 1659.99 ms [2022-04-11 18:07:36 main:581] : INFO : Epoch 1784 | loss: 0.0311459 | val_loss: 0.0311604 | Time: 1466.89 ms [2022-04-11 18:07:37 main:581] : INFO : Epoch 1785 | loss: 0.0311456 | val_loss: 0.0311575 | Time: 1471.73 ms [2022-04-11 18:07:39 main:581] : INFO : Epoch 1786 | loss: 0.0311447 | val_loss: 0.0311591 | Time: 1473.49 ms [2022-04-11 18:07:40 main:581] : INFO : Epoch 1787 | loss: 0.0311441 | val_loss: 0.0311573 | Time: 1485.08 ms [2022-04-11 18:07:42 main:581] : INFO : Epoch 1788 | loss: 0.0311434 | val_loss: 0.0311585 | Time: 1469.03 ms [2022-04-11 18:07:43 main:581] : INFO : Epoch 1789 | loss: 0.031144 | val_loss: 0.0311642 | Time: 1466.38 ms [2022-04-11 18:07:44 main:581] : INFO : Epoch 1790 | loss: 0.0311475 | val_loss: 0.0311585 | Time: 1468.01 ms [2022-04-11 18:07:46 main:581] : INFO : Epoch 1791 | loss: 0.0311433 | val_loss: 0.0311567 | Time: 1470.72 ms [2022-04-11 18:07:47 main:581] : INFO : Epoch 1792 | loss: 0.0311417 | val_loss: 0.0311571 | Time: 1468.74 ms [2022-04-11 18:07:49 main:581] : INFO : Epoch 1793 | loss: 0.0311422 | val_loss: 0.0311601 | Time: 1466.97 ms [2022-04-11 18:07:50 main:581] : INFO : Epoch 1794 | loss: 0.0311441 | val_loss: 0.0311571 | Time: 1467.14 ms [2022-04-11 18:07:52 main:581] : INFO : Epoch 1795 | loss: 0.0311432 | val_loss: 0.031158 | Time: 1470.04 ms [2022-04-11 18:07:53 main:581] : INFO : Epoch 1796 | loss: 0.0311429 | val_loss: 0.0311574 | Time: 1467.97 ms [2022-04-11 18:07:55 main:581] : INFO : Epoch 1797 | loss: 0.031143 | val_loss: 0.0311623 | Time: 1467.18 ms [2022-04-11 18:07:56 main:581] : INFO : Epoch 1798 | loss: 0.0311448 | val_loss: 0.0311614 | Time: 1468.69 ms [2022-04-11 18:07:58 main:581] : INFO : Epoch 1799 | loss: 0.031143 | val_loss: 0.0311578 | Time: 1836.77 ms [2022-04-11 18:08:00 main:581] : INFO : Epoch 1800 | loss: 0.0311419 | val_loss: 0.0311546 | Time: 1464.2 ms [2022-04-11 18:08:01 main:581] : INFO : Epoch 1801 | loss: 0.0311421 | val_loss: 0.0311587 | Time: 1468.46 ms [2022-04-11 18:08:02 main:581] : INFO : Epoch 1802 | loss: 0.0311435 | val_loss: 0.0311567 | Time: 1466.99 ms [2022-04-11 18:08:04 main:581] : INFO : Epoch 1803 | loss: 0.031144 | val_loss: 0.0311586 | Time: 1471.62 ms [2022-04-11 18:08:05 main:581] : INFO : Epoch 1804 | loss: 0.0311462 | val_loss: 0.0311616 | Time: 1467.36 ms [2022-04-11 18:08:07 main:581] : INFO : Epoch 1805 | loss: 0.0311447 | val_loss: 0.0311559 | Time: 1468.32 ms [2022-04-11 18:08:08 main:581] : INFO : Epoch 1806 | loss: 0.0311458 | val_loss: 0.0311572 | Time: 1466.65 ms [2022-04-11 18:08:10 main:581] : INFO : Epoch 1807 | loss: 0.0311463 | val_loss: 0.0311574 | Time: 1469.03 ms [2022-04-11 18:08:11 main:581] : INFO : Epoch 1808 | loss: 0.0311464 | val_loss: 0.0311543 | Time: 1468.86 ms [2022-04-11 18:08:13 main:581] : INFO : Epoch 1809 | loss: 0.0311485 | val_loss: 0.0311573 | Time: 1468.96 ms [2022-04-11 18:08:14 main:581] : INFO : Epoch 1810 | loss: 0.0311485 | val_loss: 0.031156 | Time: 1466.29 ms [2022-04-11 18:08:16 main:581] : INFO : Epoch 1811 | loss: 0.031147 | val_loss: 0.0311544 | Time: 1468.76 ms [2022-04-11 18:08:17 main:581] : INFO : Epoch 1812 | loss: 0.0311461 | val_loss: 0.0311532 | Time: 1470.56 ms [2022-04-11 18:08:19 main:581] : INFO : Epoch 1813 | loss: 0.0311449 | val_loss: 0.0311541 | Time: 1471.33 ms [2022-04-11 18:08:20 main:581] : INFO : Epoch 1814 | loss: 0.0311447 | val_loss: 0.0311544 | Time: 1804.66 ms [2022-04-11 18:08:22 main:581] : INFO : Epoch 1815 | loss: 0.0311429 | val_loss: 0.0311532 | Time: 1467.77 ms [2022-04-11 18:08:23 main:581] : INFO : Epoch 1816 | loss: 0.0311464 | val_loss: 0.0311555 | Time: 1469.28 ms [2022-04-11 18:08:25 main:581] : INFO : Epoch 1817 | loss: 0.0311461 | val_loss: 0.0311552 | Time: 1466.38 ms [2022-04-11 18:08:26 main:581] : INFO : Epoch 1818 | loss: 0.031145 | val_loss: 0.031155 | Time: 1471.15 ms [2022-04-11 18:08:28 main:581] : INFO : Epoch 1819 | loss: 0.0311452 | val_loss: 0.0311572 | Time: 1471.57 ms [2022-04-11 18:08:29 main:581] : INFO : Epoch 1820 | loss: 0.0311474 | val_loss: 0.0311579 | Time: 1465.89 ms [2022-04-11 18:08:31 main:581] : INFO : Epoch 1821 | loss: 0.0311446 | val_loss: 0.0311566 | Time: 1469.1 ms [2022-04-11 18:08:32 main:581] : INFO : Epoch 1822 | loss: 0.0311463 | val_loss: 0.0311583 | Time: 1467.61 ms [2022-04-11 18:08:34 main:581] : INFO : Epoch 1823 | loss: 0.0311464 | val_loss: 0.0311556 | Time: 1468.17 ms [2022-04-11 18:08:35 main:581] : INFO : Epoch 1824 | loss: 0.0311461 | val_loss: 0.0311573 | Time: 1467.09 ms [2022-04-11 18:08:37 main:581] : INFO : Epoch 1825 | loss: 0.031147 | val_loss: 0.0311556 | Time: 1469.13 ms [2022-04-11 18:08:38 main:581] : INFO : Epoch 1826 | loss: 0.0311461 | val_loss: 0.0311547 | Time: 1469.42 ms [2022-04-11 18:08:40 main:581] : INFO : Epoch 1827 | loss: 0.0311437 | val_loss: 0.0311533 | Time: 1464.19 ms [2022-04-11 18:08:41 main:581] : INFO : Epoch 1828 | loss: 0.0311438 | val_loss: 0.0311547 | Time: 1475.69 ms [2022-04-11 18:08:43 main:581] : INFO : Epoch 1829 | loss: 0.0311433 | val_loss: 0.0311566 | Time: 2035.8 ms [2022-04-11 18:08:45 main:581] : INFO : Epoch 1830 | loss: 0.0311433 | val_loss: 0.0311576 | Time: 1469.75 ms [2022-04-11 18:08:46 main:581] : INFO : Epoch 1831 | loss: 0.0311436 | val_loss: 0.031155 | Time: 1471.44 ms [2022-04-11 18:08:47 main:581] : INFO : Epoch 1832 | loss: 0.0311426 | val_loss: 0.0311564 | Time: 1472.39 ms [2022-04-11 18:08:49 main:581] : INFO : Epoch 1833 | loss: 0.0311427 | val_loss: 0.0311575 | Time: 1475.14 ms [2022-04-11 18:08:51 main:581] : INFO : Epoch 1834 | loss: 0.0311428 | val_loss: 0.0311588 | Time: 1995.55 ms [2022-04-11 18:08:52 main:581] : INFO : Epoch 1835 | loss: 0.0311428 | val_loss: 0.0311561 | Time: 1476.16 ms [2022-04-11 18:08:54 main:581] : INFO : Epoch 1836 | loss: 0.0311448 | val_loss: 0.0311574 | Time: 1609.51 ms [2022-04-11 18:08:55 main:581] : INFO : Epoch 1837 | loss: 0.031144 | val_loss: 0.0311565 | Time: 1469.36 ms [2022-04-11 18:08:57 main:581] : INFO : Epoch 1838 | loss: 0.031144 | val_loss: 0.0311548 | Time: 1470.85 ms [2022-04-11 18:08:58 main:581] : INFO : Epoch 1839 | loss: 0.0311433 | val_loss: 0.031156 | Time: 1472.15 ms [2022-04-11 18:09:00 main:581] : INFO : Epoch 1840 | loss: 0.0311421 | val_loss: 0.0311553 | Time: 1576.54 ms [2022-04-11 18:09:01 main:581] : INFO : Epoch 1841 | loss: 0.0311424 | val_loss: 0.0311574 | Time: 1477.22 ms [2022-04-11 18:09:03 main:581] : INFO : Epoch 1842 | loss: 0.0311427 | val_loss: 0.0311565 | Time: 1477.46 ms [2022-04-11 18:09:04 main:581] : INFO : Epoch 1843 | loss: 0.0311426 | val_loss: 0.0311569 | Time: 1469.98 ms [2022-04-11 18:09:06 main:581] : INFO : Epoch 1844 | loss: 0.0311405 | val_loss: 0.0311553 | Time: 1470.38 ms [2022-04-11 18:09:07 main:581] : INFO : Epoch 1845 | loss: 0.0311394 | val_loss: 0.0311546 | Time: 1470.99 ms [2022-04-11 18:09:09 main:581] : INFO : Epoch 1846 | loss: 0.031141 | val_loss: 0.0311577 | Time: 1472.75 ms [2022-04-11 18:09:10 main:581] : INFO : Epoch 1847 | loss: 0.0311404 | val_loss: 0.0311564 | Time: 1469.61 ms [2022-04-11 18:09:12 main:581] : INFO : Epoch 1848 | loss: 0.0311404 | val_loss: 0.0311624 | Time: 1471.12 ms [2022-04-11 18:09:13 main:581] : INFO : Epoch 1849 | loss: 0.0311426 | val_loss: 0.0311575 | Time: 1468.57 ms [2022-04-11 18:09:15 main:581] : INFO : Epoch 1850 | loss: 0.031145 | val_loss: 0.0311594 | Time: 1824.21 ms [2022-04-11 18:09:17 main:581] : INFO : Epoch 1851 | loss: 0.0311452 | val_loss: 0.031156 | Time: 1473.92 ms [2022-04-11 18:09:18 main:581] : INFO : Epoch 1852 | loss: 0.031143 | val_loss: 0.031159 | Time: 1467.45 ms [2022-04-11 18:09:19 main:581] : INFO : Epoch 1853 | loss: 0.031147 | val_loss: 0.0311587 | Time: 1474.54 ms [2022-04-11 18:09:21 main:581] : INFO : Epoch 1854 | loss: 0.031147 | val_loss: 0.0311637 | Time: 1470.64 ms [2022-04-11 18:09:22 main:581] : INFO : Epoch 1855 | loss: 0.0311494 | val_loss: 0.0311581 | Time: 1467.49 ms [2022-04-11 18:09:24 main:581] : INFO : Epoch 1856 | loss: 0.0311469 | val_loss: 0.0311563 | Time: 1469.22 ms [2022-04-11 18:09:25 main:581] : INFO : Epoch 1857 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 1467.14 ms [2022-04-11 18:09:27 main:581] : INFO : Epoch 1858 | loss: 0.0311446 | val_loss: 0.0311559 | Time: 1468.74 ms [2022-04-11 18:09:28 main:581] : INFO : Epoch 1859 | loss: 0.0311441 | val_loss: 0.0311603 | Time: 1468.26 ms [2022-04-11 18:09:30 main:581] : INFO : Epoch 1860 | loss: 0.0311455 | val_loss: 0.031156 | Time: 1470.58 ms [2022-04-11 18:09:31 main:581] : INFO : Epoch 1861 | loss: 0.0311419 | val_loss: 0.0311574 | Time: 1471.9 ms [2022-04-11 18:09:33 main:581] : INFO : Epoch 1862 | loss: 0.0311408 | val_loss: 0.0311603 | Time: 1471.3 ms [2022-04-11 18:09:34 main:581] : INFO : Epoch 1863 | loss: 0.0311413 | val_loss: 0.0311571 | Time: 1474.82 ms [2022-04-11 18:09:36 main:581] : INFO : Epoch 1864 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 1475.05 ms [2022-04-11 18:09:37 main:581] : INFO : Epoch 1865 | loss: 0.0311424 | val_loss: 0.0311575 | Time: 1477.35 ms [2022-04-11 18:09:39 main:581] : INFO : Epoch 1866 | loss: 0.0311415 | val_loss: 0.031157 | Time: 1471.82 ms [2022-04-11 18:09:40 main:581] : INFO : Epoch 1867 | loss: 0.0311431 | val_loss: 0.031163 | Time: 1507.24 ms [2022-04-11 18:09:42 main:581] : INFO : Epoch 1868 | loss: 0.0311428 | val_loss: 0.0311587 | Time: 1476.97 ms [2022-04-11 18:09:43 main:581] : INFO : Epoch 1869 | loss: 0.0311414 | val_loss: 0.0311541 | Time: 1478.48 ms [2022-04-11 18:09:45 main:581] : INFO : Epoch 1870 | loss: 0.0311404 | val_loss: 0.0311597 | Time: 1473.51 ms [2022-04-11 18:09:46 main:581] : INFO : Epoch 1871 | loss: 0.0311404 | val_loss: 0.0311578 | Time: 1523.2 ms [2022-04-11 18:09:48 main:581] : INFO : Epoch 1872 | loss: 0.0311418 | val_loss: 0.0311635 | Time: 1472.27 ms [2022-04-11 18:09:49 main:581] : INFO : Epoch 1873 | loss: 0.031142 | val_loss: 0.0311556 | Time: 1471.32 ms [2022-04-11 18:09:50 main:581] : INFO : Epoch 1874 | loss: 0.0311406 | val_loss: 0.0311564 | Time: 1468.9 ms [2022-04-11 18:09:52 main:581] : INFO : Epoch 1875 | loss: 0.0311421 | val_loss: 0.0311567 | Time: 1479.18 ms [2022-04-11 18:09:53 main:581] : INFO : Epoch 1876 | loss: 0.0311411 | val_loss: 0.0311555 | Time: 1470.68 ms [2022-04-11 18:09:55 main:581] : INFO : Epoch 1877 | loss: 0.0311399 | val_loss: 0.0311559 | Time: 1545.96 ms [2022-04-11 18:09:56 main:581] : INFO : Epoch 1878 | loss: 0.0311406 | val_loss: 0.0311569 | Time: 1471.08 ms [2022-04-11 18:09:58 main:581] : INFO : Epoch 1879 | loss: 0.0311404 | val_loss: 0.0311582 | Time: 1470.79 ms [2022-04-11 18:09:59 main:581] : INFO : Epoch 1880 | loss: 0.0311426 | val_loss: 0.0311631 | Time: 1470.9 ms [2022-04-11 18:10:01 main:581] : INFO : Epoch 1881 | loss: 0.0311439 | val_loss: 0.0311582 | Time: 1473.21 ms [2022-04-11 18:10:02 main:581] : INFO : Epoch 1882 | loss: 0.0311414 | val_loss: 0.0311587 | Time: 1473.6 ms [2022-04-11 18:10:04 main:581] : INFO : Epoch 1883 | loss: 0.0311449 | val_loss: 0.0311632 | Time: 1549.69 ms [2022-04-11 18:10:06 main:581] : INFO : Epoch 1884 | loss: 0.0311495 | val_loss: 0.0311584 | Time: 1907.63 ms [2022-04-11 18:10:07 main:581] : INFO : Epoch 1885 | loss: 0.0311468 | val_loss: 0.0311566 | Time: 1475.98 ms [2022-04-11 18:10:09 main:581] : INFO : Epoch 1886 | loss: 0.0311449 | val_loss: 0.0311571 | Time: 1473.89 ms [2022-04-11 18:10:10 main:581] : INFO : Epoch 1887 | loss: 0.0311461 | val_loss: 0.0311588 | Time: 1519.15 ms [2022-04-11 18:10:12 main:581] : INFO : Epoch 1888 | loss: 0.0311512 | val_loss: 0.0311593 | Time: 1472.1 ms [2022-04-11 18:10:13 main:581] : INFO : Epoch 1889 | loss: 0.0311486 | val_loss: 0.0311565 | Time: 1473.44 ms [2022-04-11 18:10:15 main:581] : INFO : Epoch 1890 | loss: 0.0311466 | val_loss: 0.031158 | Time: 1472.44 ms [2022-04-11 18:10:16 main:581] : INFO : Epoch 1891 | loss: 0.0311452 | val_loss: 0.031154 | Time: 1476.26 ms [2022-04-11 18:10:18 main:581] : INFO : Epoch 1892 | loss: 0.0311444 | val_loss: 0.0311521 | Time: 1471.7 ms [2022-04-11 18:10:19 main:581] : INFO : Epoch 1893 | loss: 0.0311429 | val_loss: 0.0311539 | Time: 1474.12 ms [2022-04-11 18:10:21 main:581] : INFO : Epoch 1894 | loss: 0.0311437 | val_loss: 0.0311572 | Time: 1469.6 ms [2022-04-11 18:10:22 main:581] : INFO : Epoch 1895 | loss: 0.031148 | val_loss: 0.0311586 | Time: 1590.18 ms [2022-04-11 18:10:24 main:581] : INFO : Epoch 1896 | loss: 0.0311509 | val_loss: 0.0311577 | Time: 1468.55 ms [2022-04-11 18:10:25 main:581] : INFO : Epoch 1897 | loss: 0.0311489 | val_loss: 0.031158 | Time: 1470.09 ms [2022-04-11 18:10:27 main:581] : INFO : Epoch 1898 | loss: 0.0311452 | val_loss: 0.0311541 | Time: 1496.4 ms [2022-04-11 18:10:28 main:581] : INFO : Epoch 1899 | loss: 0.0311434 | val_loss: 0.0311558 | Time: 1700.43 ms [2022-04-11 18:10:30 main:581] : INFO : Epoch 1900 | loss: 0.03114 | val_loss: 0.031153 | Time: 1470.89 ms [2022-04-11 18:10:31 main:581] : INFO : Epoch 1901 | loss: 0.0311389 | val_loss: 0.0311515 | Time: 1548.87 ms [2022-04-11 18:10:33 main:581] : INFO : Epoch 1902 | loss: 0.0311376 | val_loss: 0.0311541 | Time: 1472.27 ms [2022-04-11 18:10:34 main:581] : INFO : Epoch 1903 | loss: 0.0311379 | val_loss: 0.0311566 | Time: 1471.31 ms [2022-04-11 18:10:36 main:581] : INFO : Epoch 1904 | loss: 0.0311404 | val_loss: 0.0311608 | Time: 1471.3 ms [2022-04-11 18:10:38 main:581] : INFO : Epoch 1905 | loss: 0.0311381 | val_loss: 0.0311556 | Time: 2224.6 ms [2022-04-11 18:10:40 main:581] : INFO : Epoch 1906 | loss: 0.0311379 | val_loss: 0.0311548 | Time: 1864 ms [2022-04-11 18:10:41 main:581] : INFO : Epoch 1907 | loss: 0.0311349 | val_loss: 0.0311545 | Time: 1469.8 ms [2022-04-11 18:10:43 main:581] : INFO : Epoch 1908 | loss: 0.0311343 | val_loss: 0.0311548 | Time: 1469.18 ms [2022-04-11 18:10:44 main:581] : INFO : Epoch 1909 | loss: 0.0311341 | val_loss: 0.0311561 | Time: 1469.94 ms [2022-04-11 18:10:46 main:581] : INFO : Epoch 1910 | loss: 0.0311345 | val_loss: 0.0311552 | Time: 1467.63 ms [2022-04-11 18:10:47 main:581] : INFO : Epoch 1911 | loss: 0.0311344 | val_loss: 0.0311533 | Time: 1471.19 ms [2022-04-11 18:10:49 main:581] : INFO : Epoch 1912 | loss: 0.0311348 | val_loss: 0.0311525 | Time: 1465.48 ms [2022-04-11 18:10:50 main:581] : INFO : Epoch 1913 | loss: 0.0311351 | val_loss: 0.0311519 | Time: 1468.27 ms [2022-04-11 18:10:52 main:581] : INFO : Epoch 1914 | loss: 0.0311337 | val_loss: 0.0311536 | Time: 1467.42 ms [2022-04-11 18:10:53 main:581] : INFO : Epoch 1915 | loss: 0.0311329 | val_loss: 0.0311529 | Time: 1467.69 ms [2022-04-11 18:10:55 main:581] : INFO : Epoch 1916 | loss: 0.031133 | val_loss: 0.0311535 | Time: 1525.08 ms [2022-04-11 18:10:56 main:581] : INFO : Epoch 1917 | loss: 0.0311348 | val_loss: 0.0311545 | Time: 1469.12 ms [2022-04-11 18:10:58 main:581] : INFO : Epoch 1918 | loss: 0.0311345 | val_loss: 0.0311556 | Time: 1467.34 ms [2022-04-11 18:10:59 main:581] : INFO : Epoch 1919 | loss: 0.0311373 | val_loss: 0.0311585 | Time: 1469.43 ms [2022-04-11 18:11:00 main:581] : INFO : Epoch 1920 | loss: 0.0311342 | val_loss: 0.0311537 | Time: 1467.13 ms [2022-04-11 18:11:02 main:581] : INFO : Epoch 1921 | loss: 0.0311355 | val_loss: 0.0311575 | Time: 1469.57 ms [2022-04-11 18:11:03 main:581] : INFO : Epoch 1922 | loss: 0.0311349 | val_loss: 0.0311573 | Time: 1467.96 ms [2022-04-11 18:11:05 main:581] : INFO : Epoch 1923 | loss: 0.0311338 | val_loss: 0.031156 | Time: 1503.09 ms [2022-04-11 18:11:06 main:581] : INFO : Epoch 1924 | loss: 0.0311335 | val_loss: 0.0311513 | Time: 1527.44 ms [2022-04-11 18:11:08 main:581] : INFO : Epoch 1925 | loss: 0.0311319 | val_loss: 0.0311589 | Time: 1469.26 ms [2022-04-11 18:11:09 main:581] : INFO : Epoch 1926 | loss: 0.0311331 | val_loss: 0.0311502 | Time: 1465.76 ms [2022-04-11 18:11:11 main:581] : INFO : Epoch 1927 | loss: 0.0311355 | val_loss: 0.0311503 | Time: 1469 ms [2022-04-11 18:11:12 main:581] : INFO : Epoch 1928 | loss: 0.0311348 | val_loss: 0.0311481 | Time: 1467.71 ms [2022-04-11 18:11:14 main:581] : INFO : Epoch 1929 | loss: 0.0311351 | val_loss: 0.0311496 | Time: 1468.31 ms [2022-04-11 18:11:15 main:581] : INFO : Epoch 1930 | loss: 0.0311313 | val_loss: 0.0311512 | Time: 1470.09 ms [2022-04-11 18:11:17 main:581] : INFO : Epoch 1931 | loss: 0.0311328 | val_loss: 0.0311541 | Time: 1469.68 ms [2022-04-11 18:11:18 main:581] : INFO : Epoch 1932 | loss: 0.0311339 | val_loss: 0.0311563 | Time: 1469.2 ms [2022-04-11 18:11:20 main:581] : INFO : Epoch 1933 | loss: 0.0311438 | val_loss: 0.031162 | Time: 1466.88 ms [2022-04-11 18:11:21 main:581] : INFO : Epoch 1934 | loss: 0.0311444 | val_loss: 0.031157 | Time: 1467.72 ms [2022-04-11 18:11:23 main:581] : INFO : Epoch 1935 | loss: 0.0311403 | val_loss: 0.0311573 | Time: 1468.58 ms [2022-04-11 18:11:24 main:581] : INFO : Epoch 1936 | loss: 0.0311399 | val_loss: 0.0311619 | Time: 1468.79 ms [2022-04-11 18:11:26 main:581] : INFO : Epoch 1937 | loss: 0.031139 | val_loss: 0.0311593 | Time: 1469.64 ms [2022-04-11 18:11:27 main:581] : INFO : Epoch 1938 | loss: 0.0311369 | val_loss: 0.0311549 | Time: 1471.43 ms [2022-04-11 18:11:28 main:581] : INFO : Epoch 1939 | loss: 0.0311361 | val_loss: 0.0311555 | Time: 1469.95 ms [2022-04-11 18:11:30 main:581] : INFO : Epoch 1940 | loss: 0.0311345 | val_loss: 0.0311564 | Time: 1471.15 ms [2022-04-11 18:11:31 main:581] : INFO : Epoch 1941 | loss: 0.0311363 | val_loss: 0.0311556 | Time: 1470.96 ms [2022-04-11 18:11:33 main:581] : INFO : Epoch 1942 | loss: 0.0311329 | val_loss: 0.0311549 | Time: 1467.37 ms [2022-04-11 18:11:34 main:581] : INFO : Epoch 1943 | loss: 0.0311316 | val_loss: 0.0311545 | Time: 1468.86 ms [2022-04-11 18:11:36 main:581] : INFO : Epoch 1944 | loss: 0.0311308 | val_loss: 0.0311554 | Time: 1468.25 ms [2022-04-11 18:11:37 main:581] : INFO : Epoch 1945 | loss: 0.031131 | val_loss: 0.0311535 | Time: 1469.3 ms [2022-04-11 18:11:39 main:581] : INFO : Epoch 1946 | loss: 0.0311317 | val_loss: 0.0311568 | Time: 1467.48 ms [2022-04-11 18:11:40 main:581] : INFO : Epoch 1947 | loss: 0.0311338 | val_loss: 0.031152 | Time: 1470.87 ms [2022-04-11 18:11:42 main:581] : INFO : Epoch 1948 | loss: 0.0311314 | val_loss: 0.0311502 | Time: 1469.37 ms [2022-04-11 18:11:43 main:581] : INFO : Epoch 1949 | loss: 0.0311308 | val_loss: 0.0311551 | Time: 1471.09 ms [2022-04-11 18:11:45 main:581] : INFO : Epoch 1950 | loss: 0.03113 | val_loss: 0.0311516 | Time: 1468.06 ms [2022-04-11 18:11:47 main:581] : INFO : Epoch 1951 | loss: 0.0311317 | val_loss: 0.0311572 | Time: 2542.11 ms [2022-04-11 18:11:49 main:581] : INFO : Epoch 1952 | loss: 0.0311341 | val_loss: 0.0311554 | Time: 1469.1 ms [2022-04-11 18:11:50 main:581] : INFO : Epoch 1953 | loss: 0.0311343 | val_loss: 0.0311537 | Time: 1471.18 ms [2022-04-11 18:11:52 main:581] : INFO : Epoch 1954 | loss: 0.0311357 | val_loss: 0.0311527 | Time: 1471.08 ms [2022-04-11 18:11:53 main:581] : INFO : Epoch 1955 | loss: 0.031134 | val_loss: 0.0311515 | Time: 1468.65 ms [2022-04-11 18:11:55 main:581] : INFO : Epoch 1956 | loss: 0.0311318 | val_loss: 0.0311575 | Time: 1997.79 ms [2022-04-11 18:11:57 main:581] : INFO : Epoch 1957 | loss: 0.0311325 | val_loss: 0.0311583 | Time: 1470.57 ms [2022-04-11 18:11:58 main:581] : INFO : Epoch 1958 | loss: 0.0311326 | val_loss: 0.0311539 | Time: 1766.12 ms [2022-04-11 18:12:00 main:581] : INFO : Epoch 1959 | loss: 0.0311301 | val_loss: 0.0311518 | Time: 1467.43 ms [2022-04-11 18:12:01 main:581] : INFO : Epoch 1960 | loss: 0.0311297 | val_loss: 0.0311532 | Time: 1470.33 ms [2022-04-11 18:12:03 main:581] : INFO : Epoch 1961 | loss: 0.0311292 | val_loss: 0.0311505 | Time: 1468.19 ms [2022-04-11 18:12:04 main:581] : INFO : Epoch 1962 | loss: 0.0311301 | val_loss: 0.0311541 | Time: 1629.92 ms [2022-04-11 18:12:06 main:581] : INFO : Epoch 1963 | loss: 0.0311322 | val_loss: 0.0311633 | Time: 2027.37 ms [2022-04-11 18:12:08 main:581] : INFO : Epoch 1964 | loss: 0.0311316 | val_loss: 0.0311544 | Time: 1798.2 ms [2022-04-11 18:12:10 main:581] : INFO : Epoch 1965 | loss: 0.0311327 | val_loss: 0.0311562 | Time: 1469.39 ms [2022-04-11 18:12:11 main:581] : INFO : Epoch 1966 | loss: 0.0311349 | val_loss: 0.0311539 | Time: 1471.28 ms [2022-04-11 18:12:13 main:581] : INFO : Epoch 1967 | loss: 0.0311335 | val_loss: 0.0311512 | Time: 1469.66 ms [2022-04-11 18:12:14 main:581] : INFO : Epoch 1968 | loss: 0.0311316 | val_loss: 0.0311505 | Time: 1477.78 ms [2022-04-11 18:12:16 main:581] : INFO : Epoch 1969 | loss: 0.0311314 | val_loss: 0.0311524 | Time: 1468.09 ms [2022-04-11 18:12:17 main:581] : INFO : Epoch 1970 | loss: 0.0311315 | val_loss: 0.0311507 | Time: 1470.59 ms [2022-04-11 18:12:18 main:581] : INFO : Epoch 1971 | loss: 0.0311275 | val_loss: 0.0311514 | Time: 1468.7 ms [2022-04-11 18:12:20 main:581] : INFO : Epoch 1972 | loss: 0.0311287 | val_loss: 0.0311519 | Time: 1471.54 ms [2022-04-11 18:12:21 main:581] : INFO : Epoch 1973 | loss: 0.0311279 | val_loss: 0.0311545 | Time: 1474.46 ms [2022-04-11 18:12:23 main:581] : INFO : Epoch 1974 | loss: 0.031135 | val_loss: 0.0311527 | Time: 1469.48 ms [2022-04-11 18:12:24 main:581] : INFO : Epoch 1975 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 1472.65 ms [2022-04-11 18:12:26 main:581] : INFO : Epoch 1976 | loss: 0.0311346 | val_loss: 0.0311562 | Time: 1468.6 ms [2022-04-11 18:12:27 main:581] : INFO : Epoch 1977 | loss: 0.0311337 | val_loss: 0.0311534 | Time: 1612.6 ms [2022-04-11 18:12:29 main:581] : INFO : Epoch 1978 | loss: 0.0311332 | val_loss: 0.0311549 | Time: 1599.68 ms [2022-04-11 18:12:30 main:581] : INFO : Epoch 1979 | loss: 0.0311314 | val_loss: 0.0311537 | Time: 1468.46 ms [2022-04-11 18:12:32 main:581] : INFO : Epoch 1980 | loss: 0.0311305 | val_loss: 0.0311502 | Time: 1470.49 ms [2022-04-11 18:12:33 main:581] : INFO : Epoch 1981 | loss: 0.0311323 | val_loss: 0.0311533 | Time: 1469.29 ms [2022-04-11 18:12:35 main:581] : INFO : Epoch 1982 | loss: 0.03113 | val_loss: 0.0311552 | Time: 1468.85 ms [2022-04-11 18:12:36 main:581] : INFO : Epoch 1983 | loss: 0.0311312 | val_loss: 0.0311526 | Time: 1470.91 ms [2022-04-11 18:12:38 main:581] : INFO : Epoch 1984 | loss: 0.0311318 | val_loss: 0.0311523 | Time: 1468.42 ms [2022-04-11 18:12:39 main:581] : INFO : Epoch 1985 | loss: 0.0311312 | val_loss: 0.0311555 | Time: 1482.83 ms [2022-04-11 18:12:41 main:581] : INFO : Epoch 1986 | loss: 0.0311299 | val_loss: 0.0311522 | Time: 1468.49 ms [2022-04-11 18:12:42 main:581] : INFO : Epoch 1987 | loss: 0.0311336 | val_loss: 0.0311512 | Time: 1469.75 ms [2022-04-11 18:12:44 main:581] : INFO : Epoch 1988 | loss: 0.031136 | val_loss: 0.0311532 | Time: 1468.61 ms [2022-04-11 18:12:45 main:581] : INFO : Epoch 1989 | loss: 0.031136 | val_loss: 0.0311529 | Time: 1469.18 ms [2022-04-11 18:12:47 main:581] : INFO : Epoch 1990 | loss: 0.0311346 | val_loss: 0.0311544 | Time: 1468.57 ms [2022-04-11 18:12:48 main:581] : INFO : Epoch 1991 | loss: 0.0311353 | val_loss: 0.0311511 | Time: 1470.4 ms [2022-04-11 18:12:50 main:581] : INFO : Epoch 1992 | loss: 0.0311357 | val_loss: 0.0311533 | Time: 1468.48 ms [2022-04-11 18:12:51 main:581] : INFO : Epoch 1993 | loss: 0.0311319 | val_loss: 0.0311538 | Time: 1473.41 ms [2022-04-11 18:12:53 main:581] : INFO : Epoch 1994 | loss: 0.0311324 | val_loss: 0.0311555 | Time: 1470.7 ms [2022-04-11 18:12:54 main:581] : INFO : Epoch 1995 | loss: 0.0311386 | val_loss: 0.0311569 | Time: 1472.4 ms [2022-04-11 18:12:55 main:581] : INFO : Epoch 1996 | loss: 0.0311399 | val_loss: 0.0311549 | Time: 1471.87 ms [2022-04-11 18:12:57 main:581] : INFO : Epoch 1997 | loss: 0.0311374 | val_loss: 0.0311578 | Time: 1470.75 ms [2022-04-11 18:12:59 main:581] : INFO : Epoch 1998 | loss: 0.0311363 | val_loss: 0.0311577 | Time: 1969.52 ms [2022-04-11 18:13:00 main:581] : INFO : Epoch 1999 | loss: 0.0311365 | val_loss: 0.0311628 | Time: 1469.52 ms [2022-04-11 18:13:02 main:581] : INFO : Epoch 2000 | loss: 0.0311371 | val_loss: 0.0311563 | Time: 1468.23 ms [2022-04-11 18:13:03 main:581] : INFO : Epoch 2001 | loss: 0.0311341 | val_loss: 0.0311571 | Time: 1470.86 ms [2022-04-11 18:13:05 main:581] : INFO : Epoch 2002 | loss: 0.0311331 | val_loss: 0.0311554 | Time: 1467.76 ms [2022-04-11 18:13:06 main:581] : INFO : Epoch 2003 | loss: 0.0311326 | val_loss: 0.0311554 | Time: 1470.27 ms [2022-04-11 18:13:08 main:581] : INFO : Epoch 2004 | loss: 0.0311328 | val_loss: 0.0311539 | Time: 1469.12 ms [2022-04-11 18:13:09 main:581] : INFO : Epoch 2005 | loss: 0.0311338 | val_loss: 0.0311553 | Time: 1551.23 ms [2022-04-11 18:13:11 main:581] : INFO : Epoch 2006 | loss: 0.0311332 | val_loss: 0.0311539 | Time: 1469.61 ms [2022-04-11 18:13:12 main:581] : INFO : Epoch 2007 | loss: 0.0311337 | val_loss: 0.0311575 | Time: 1466.73 ms [2022-04-11 18:13:14 main:581] : INFO : Epoch 2008 | loss: 0.0311329 | val_loss: 0.0311573 | Time: 1465.73 ms [2022-04-11 18:13:15 main:581] : INFO : Epoch 2009 | loss: 0.0311356 | val_loss: 0.0311556 | Time: 1468.72 ms [2022-04-11 18:13:17 main:581] : INFO : Epoch 2010 | loss: 0.0311347 | val_loss: 0.0311503 | Time: 1470.52 ms [2022-04-11 18:13:18 main:581] : INFO : Epoch 2011 | loss: 0.0311296 | val_loss: 0.0311508 | Time: 1470.46 ms [2022-04-11 18:13:20 main:581] : INFO : Epoch 2012 | loss: 0.031134 | val_loss: 0.0311552 | Time: 1469.99 ms [2022-04-11 18:13:21 main:581] : INFO : Epoch 2013 | loss: 0.0311353 | val_loss: 0.0311538 | Time: 1470.22 ms [2022-04-11 18:13:23 main:581] : INFO : Epoch 2014 | loss: 0.0311358 | val_loss: 0.0311545 | Time: 1467.53 ms [2022-04-11 18:13:24 main:581] : INFO : Epoch 2015 | loss: 0.0311352 | val_loss: 0.0311503 | Time: 1470.22 ms [2022-04-11 18:13:25 main:581] : INFO : Epoch 2016 | loss: 0.0311369 | val_loss: 0.0311521 | Time: 1470.13 ms [2022-04-11 18:13:27 main:581] : INFO : Epoch 2017 | loss: 0.0311352 | val_loss: 0.0311557 | Time: 1469.66 ms [2022-04-11 18:13:28 main:581] : INFO : Epoch 2018 | loss: 0.031137 | val_loss: 0.0311512 | Time: 1469.7 ms [2022-04-11 18:13:30 main:581] : INFO : Epoch 2019 | loss: 0.0311377 | val_loss: 0.0311577 | Time: 1468.11 ms [2022-04-11 18:13:31 main:581] : INFO : Epoch 2020 | loss: 0.0311355 | val_loss: 0.0311555 | Time: 1471.11 ms [2022-04-11 18:13:33 main:581] : INFO : Epoch 2021 | loss: 0.0311328 | val_loss: 0.0311523 | Time: 1467.54 ms [2022-04-11 18:13:34 main:581] : INFO : Epoch 2022 | loss: 0.0311311 | val_loss: 0.0311552 | Time: 1472.71 ms [2022-04-11 18:13:36 main:581] : INFO : Epoch 2023 | loss: 0.0311324 | val_loss: 0.0311503 | Time: 1469.27 ms [2022-04-11 18:13:37 main:581] : INFO : Epoch 2024 | loss: 0.0311334 | val_loss: 0.0311553 | Time: 1470.93 ms [2022-04-11 18:13:39 main:581] : INFO : Epoch 2025 | loss: 0.0311332 | val_loss: 0.0311515 | Time: 1468.27 ms [2022-04-11 18:13:40 main:581] : INFO : Epoch 2026 | loss: 0.0311304 | val_loss: 0.0311525 | Time: 1470.94 ms [2022-04-11 18:13:42 main:581] : INFO : Epoch 2027 | loss: 0.031129 | val_loss: 0.0311518 | Time: 1470.19 ms [2022-04-11 18:13:43 main:581] : INFO : Epoch 2028 | loss: 0.0311284 | val_loss: 0.031152 | Time: 1472.87 ms [2022-04-11 18:13:45 main:581] : INFO : Epoch 2029 | loss: 0.0311291 | val_loss: 0.0311522 | Time: 1469.19 ms [2022-04-11 18:13:46 main:581] : INFO : Epoch 2030 | loss: 0.031129 | val_loss: 0.0311507 | Time: 1470.24 ms [2022-04-11 18:13:48 main:581] : INFO : Epoch 2031 | loss: 0.0311352 | val_loss: 0.0311584 | Time: 1469.46 ms [2022-04-11 18:13:49 main:581] : INFO : Epoch 2032 | loss: 0.031134 | val_loss: 0.0311606 | Time: 1471.72 ms [2022-04-11 18:13:50 main:581] : INFO : Epoch 2033 | loss: 0.0311357 | val_loss: 0.0311536 | Time: 1471.34 ms [2022-04-11 18:13:52 main:581] : INFO : Epoch 2034 | loss: 0.0311306 | val_loss: 0.0311514 | Time: 1470.01 ms [2022-04-11 18:13:53 main:581] : INFO : Epoch 2035 | loss: 0.0311289 | val_loss: 0.031152 | Time: 1471.12 ms [2022-04-11 18:13:55 main:581] : INFO : Epoch 2036 | loss: 0.0311267 | val_loss: 0.0311521 | Time: 1469.97 ms [2022-04-11 18:13:56 main:581] : INFO : Epoch 2037 | loss: 0.0311258 | val_loss: 0.0311519 | Time: 1472.16 ms [2022-04-11 18:13:58 main:581] : INFO : Epoch 2038 | loss: 0.031131 | val_loss: 0.0311544 | Time: 1469.14 ms [2022-04-11 18:13:59 main:581] : INFO : Epoch 2039 | loss: 0.0311275 | val_loss: 0.0311512 | Time: 1473.67 ms [2022-04-11 18:14:01 main:581] : INFO : Epoch 2040 | loss: 0.0311278 | val_loss: 0.0311514 | Time: 1469.52 ms [2022-04-11 18:14:02 main:581] : INFO : Epoch 2041 | loss: 0.0311285 | val_loss: 0.0311546 | Time: 1471.12 ms [2022-04-11 18:14:04 main:581] : INFO : Epoch 2042 | loss: 0.0311277 | val_loss: 0.0311541 | Time: 1747.3 ms [2022-04-11 18:14:05 main:581] : INFO : Epoch 2043 | loss: 0.0311249 | val_loss: 0.031153 | Time: 1469.73 ms [2022-04-11 18:14:07 main:581] : INFO : Epoch 2044 | loss: 0.0311231 | val_loss: 0.0311502 | Time: 1467.85 ms [2022-04-11 18:14:08 main:581] : INFO : Epoch 2045 | loss: 0.031123 | val_loss: 0.0311538 | Time: 1470.06 ms [2022-04-11 18:14:10 main:581] : INFO : Epoch 2046 | loss: 0.0311243 | val_loss: 0.0311536 | Time: 1468.66 ms [2022-04-11 18:14:11 main:581] : INFO : Epoch 2047 | loss: 0.0311257 | val_loss: 0.0311567 | Time: 1470.16 ms [2022-04-11 18:14:13 main:581] : INFO : Epoch 2048 | loss: 0.0311286 | val_loss: 0.0311581 | Time: 1470.63 ms [2022-04-11 18:14:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311581 [2022-04-11 18:14:13 main:610] : INFO : Saving end state to config to file [2022-04-11 18:14:13 main:615] : INFO : Success, exiting.. 18:14:13 (50277): 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)