Task 7997247
| Name | ParityModified-1631726104-10300-3_1 |
| Workunit | 5304084 |
| Created | 12 Oct 2021, 22:00:51 UTC |
| Sent | 12 Oct 2021, 22:39:50 UTC |
| Report deadline | 19 Oct 2021, 22:39:50 UTC |
| Received | 13 Oct 2021, 12:16:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 54 min 22 sec |
| CPU time | 53 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311427 | val_loss: 0.031156 | Time: 1596.6 ms [2021-10-13 07:02:52 main:574] : INFO : Epoch 1543 | loss: 0.0311429 | val_loss: 0.0311579 | Time: 1585.04 ms [2021-10-13 07:02:53 main:574] : INFO : Epoch 1544 | loss: 0.0311444 | val_loss: 0.0311609 | Time: 1560.32 ms [2021-10-13 07:02:55 main:574] : INFO : Epoch 1545 | loss: 0.0311442 | val_loss: 0.0311634 | Time: 1589.51 ms [2021-10-13 07:02:56 main:574] : INFO : Epoch 1546 | loss: 0.0311464 | val_loss: 0.0311612 | Time: 1596.01 ms [2021-10-13 07:02:58 main:574] : INFO : Epoch 1547 | loss: 0.031145 | val_loss: 0.0311586 | Time: 1580.37 ms [2021-10-13 07:03:00 main:574] : INFO : Epoch 1548 | loss: 0.0311426 | val_loss: 0.0311579 | Time: 1591.14 ms [2021-10-13 07:03:01 main:574] : INFO : Epoch 1549 | loss: 0.0311442 | val_loss: 0.0311593 | Time: 1551.32 ms [2021-10-13 07:03:03 main:574] : INFO : Epoch 1550 | loss: 0.0311415 | val_loss: 0.0311597 | Time: 1603.31 ms [2021-10-13 07:03:04 main:574] : INFO : Epoch 1551 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 1543.31 ms [2021-10-13 07:03:06 main:574] : INFO : Epoch 1552 | loss: 0.0311423 | val_loss: 0.0311597 | Time: 1557.67 ms [2021-10-13 07:03:08 main:574] : INFO : Epoch 1553 | loss: 0.0311417 | val_loss: 0.03116 | Time: 1579.15 ms [2021-10-13 07:03:09 main:574] : INFO : Epoch 1554 | loss: 0.031142 | val_loss: 0.0311582 | Time: 1592.7 ms [2021-10-13 07:03:11 main:574] : INFO : Epoch 1555 | loss: 0.0311402 | val_loss: 0.0311577 | Time: 1581.14 ms [2021-10-13 07:03:12 main:574] : INFO : Epoch 1556 | loss: 0.0311411 | val_loss: 0.0311593 | Time: 1586.08 ms [2021-10-13 07:03:14 main:574] : INFO : Epoch 1557 | loss: 0.0311414 | val_loss: 0.0311597 | Time: 1618.75 ms [2021-10-13 07:03:16 main:574] : INFO : Epoch 1558 | loss: 0.0311414 | val_loss: 0.0311583 | Time: 1571.6 ms [2021-10-13 07:03:17 main:574] : INFO : Epoch 1559 | loss: 0.0311409 | val_loss: 0.031158 | Time: 1625.19 ms [2021-10-13 07:03:19 main:574] : INFO : Epoch 1560 | loss: 0.031141 | val_loss: 0.0311576 | Time: 1602.55 ms [2021-10-13 07:03:20 main:574] : INFO : Epoch 1561 | loss: 0.0311422 | val_loss: 0.0311577 | Time: 1552.17 ms [2021-10-13 07:03:22 main:574] : INFO : Epoch 1562 | loss: 0.0311428 | val_loss: 0.0311577 | Time: 1534.24 ms [2021-10-13 07:03:23 main:574] : INFO : Epoch 1563 | loss: 0.0311419 | val_loss: 0.0311583 | Time: 1586.9 ms [2021-10-13 07:03:25 main:574] : INFO : Epoch 1564 | loss: 0.0311427 | val_loss: 0.0311595 | Time: 1597.46 ms [2021-10-13 07:03:27 main:574] : INFO : Epoch 1565 | loss: 0.0311429 | val_loss: 0.0311576 | Time: 1603.21 ms [2021-10-13 07:03:28 main:574] : INFO : Epoch 1566 | loss: 0.0311431 | val_loss: 0.0311562 | Time: 1603.77 ms [2021-10-13 07:03:30 main:574] : INFO : Epoch 1567 | loss: 0.0311417 | val_loss: 0.0311589 | Time: 1591.29 ms [2021-10-13 07:03:31 main:574] : INFO : Epoch 1568 | loss: 0.0311406 | val_loss: 0.0311577 | Time: 1600.32 ms [2021-10-13 07:03:33 main:574] : INFO : Epoch 1569 | loss: 0.0311409 | val_loss: 0.0311583 | Time: 1564.42 ms [2021-10-13 07:03:35 main:574] : INFO : Epoch 1570 | loss: 0.0311399 | val_loss: 0.0311582 | Time: 1588.94 ms [2021-10-13 07:03:36 main:574] : INFO : Epoch 1571 | loss: 0.031142 | val_loss: 0.0311591 | Time: 1560.35 ms [2021-10-13 07:03:38 main:574] : INFO : Epoch 1572 | loss: 0.0311413 | val_loss: 0.0311616 | Time: 1572.59 ms [2021-10-13 07:03:39 main:574] : INFO : Epoch 1573 | loss: 0.0311405 | val_loss: 0.0311613 | Time: 1558.34 ms [2021-10-13 07:03:41 main:574] : INFO : Epoch 1574 | loss: 0.0311426 | val_loss: 0.0311598 | Time: 1559.92 ms [2021-10-13 07:03:43 main:574] : INFO : Epoch 1575 | loss: 0.031143 | val_loss: 0.0311663 | Time: 1555.94 ms [2021-10-13 07:03:44 main:574] : INFO : Epoch 1576 | loss: 0.0311422 | val_loss: 0.0311575 | Time: 1560.88 ms [2021-10-13 07:03:46 main:574] : INFO : Epoch 1577 | loss: 0.0311399 | val_loss: 0.0311584 | Time: 1586.53 ms [2021-10-13 07:03:47 main:574] : INFO : Epoch 1578 | loss: 0.0311386 | val_loss: 0.0311589 | Time: 1606.77 ms [2021-10-13 07:03:49 main:574] : INFO : Epoch 1579 | loss: 0.0311389 | val_loss: 0.0311579 | Time: 1580.82 ms [2021-10-13 07:03:50 main:574] : INFO : Epoch 1580 | loss: 0.0311378 | val_loss: 0.0311571 | Time: 1574.49 ms [2021-10-13 07:03:52 main:574] : INFO : Epoch 1581 | loss: 0.0311413 | val_loss: 0.0311624 | Time: 1586.88 ms [2021-10-13 07:03:54 main:574] : INFO : Epoch 1582 | loss: 0.0311418 | val_loss: 0.0311636 | Time: 1592.58 ms [2021-10-13 07:03:55 main:574] : INFO : Epoch 1583 | loss: 0.0311446 | val_loss: 0.0311629 | Time: 1588.36 ms [2021-10-13 07:03:57 main:574] : INFO : Epoch 1584 | loss: 0.0311403 | val_loss: 0.0311565 | Time: 1568.22 ms [2021-10-13 07:03:58 main:574] : INFO : Epoch 1585 | loss: 0.0311392 | val_loss: 0.0311572 | Time: 1563.77 ms [2021-10-13 07:04:00 main:574] : INFO : Epoch 1586 | loss: 0.0311394 | val_loss: 0.0311594 | Time: 1615.03 ms [2021-10-13 07:04:02 main:574] : INFO : Epoch 1587 | loss: 0.0311401 | val_loss: 0.0311562 | Time: 1588.13 ms [2021-10-13 07:04:03 main:574] : INFO : Epoch 1588 | loss: 0.0311384 | val_loss: 0.0311563 | Time: 1559.37 ms [2021-10-13 07:04:05 main:574] : INFO : Epoch 1589 | loss: 0.0311389 | val_loss: 0.0311569 | Time: 1593.33 ms [2021-10-13 07:04:06 main:574] : INFO : Epoch 1590 | loss: 0.031138 | val_loss: 0.0311561 | Time: 1558.36 ms [2021-10-13 07:04:08 main:574] : INFO : Epoch 1591 | loss: 0.0311378 | val_loss: 0.0311575 | Time: 1588.6 ms [2021-10-13 07:04:10 main:574] : INFO : Epoch 1592 | loss: 0.0311387 | val_loss: 0.0311566 | Time: 1568.23 ms [2021-10-13 07:04:11 main:574] : INFO : Epoch 1593 | loss: 0.0311398 | val_loss: 0.0311584 | Time: 1579.74 ms [2021-10-13 07:04:13 main:574] : INFO : Epoch 1594 | loss: 0.03114 | val_loss: 0.0311576 | Time: 1580.69 ms [2021-10-13 07:04:14 main:574] : INFO : Epoch 1595 | loss: 0.0311385 | val_loss: 0.0311564 | Time: 1608.82 ms [2021-10-13 07:04:16 main:574] : INFO : Epoch 1596 | loss: 0.0311377 | val_loss: 0.0311572 | Time: 1576.06 ms [2021-10-13 07:04:18 main:574] : INFO : Epoch 1597 | loss: 0.0311374 | val_loss: 0.0311602 | Time: 1587.42 ms [2021-10-13 07:04:19 main:574] : INFO : Epoch 1598 | loss: 0.0311384 | val_loss: 0.0311603 | Time: 1543.09 ms [2021-10-13 07:04:21 main:574] : INFO : Epoch 1599 | loss: 0.0311387 | val_loss: 0.031161 | Time: 1576.81 ms [2021-10-13 07:04:22 main:574] : INFO : Epoch 1600 | loss: 0.0311399 | val_loss: 0.0311567 | Time: 1564.34 ms [2021-10-13 07:04:24 main:574] : INFO : Epoch 1601 | loss: 0.0311382 | val_loss: 0.0311585 | Time: 1622.35 ms [2021-10-13 07:04:25 main:574] : INFO : Epoch 1602 | loss: 0.0311376 | val_loss: 0.0311577 | Time: 1599.01 ms [2021-10-13 07:04:27 main:574] : INFO : Epoch 1603 | loss: 0.0311389 | val_loss: 0.0311565 | Time: 1582.88 ms [2021-10-13 07:04:29 main:574] : INFO : Epoch 1604 | loss: 0.0311369 | val_loss: 0.0311579 | Time: 1610.35 ms [2021-10-13 07:04:30 main:574] : INFO : Epoch 1605 | loss: 0.0311386 | val_loss: 0.0311568 | Time: 1595.11 ms [2021-10-13 07:04:32 main:574] : INFO : Epoch 1606 | loss: 0.0311402 | val_loss: 0.0311578 | Time: 1575.91 ms [2021-10-13 07:04:33 main:574] : INFO : Epoch 1607 | loss: 0.0311393 | val_loss: 0.0311553 | Time: 1560.86 ms [2021-10-13 07:04:35 main:574] : INFO : Epoch 1608 | loss: 0.0311392 | val_loss: 0.0311563 | Time: 1592.88 ms [2021-10-13 07:04:37 main:574] : INFO : Epoch 1609 | loss: 0.0311392 | val_loss: 0.0311613 | Time: 1587.55 ms [2021-10-13 07:04:38 main:574] : INFO : Epoch 1610 | loss: 0.0311385 | val_loss: 0.0311567 | Time: 1562.66 ms [2021-10-13 07:04:40 main:574] : INFO : Epoch 1611 | loss: 0.0311366 | val_loss: 0.0311569 | Time: 1549.61 ms [2021-10-13 07:04:41 main:574] : INFO : Epoch 1612 | loss: 0.0311365 | val_loss: 0.0311579 | Time: 1581.28 ms [2021-10-13 07:04:43 main:574] : INFO : Epoch 1613 | loss: 0.0311384 | val_loss: 0.0311588 | Time: 1577.05 ms [2021-10-13 07:04:45 main:574] : INFO : Epoch 1614 | loss: 0.0311393 | val_loss: 0.0311632 | Time: 1599.4 ms [2021-10-13 07:04:46 main:574] : INFO : Epoch 1615 | loss: 0.0311399 | val_loss: 0.0311566 | Time: 1582.21 ms [2021-10-13 07:04:48 main:574] : INFO : Epoch 1616 | loss: 0.0311396 | val_loss: 0.031156 | Time: 1618.19 ms [2021-10-13 07:04:49 main:574] : INFO : Epoch 1617 | loss: 0.03114 | val_loss: 0.0311556 | Time: 1565.49 ms [2021-10-13 07:04:51 main:574] : INFO : Epoch 1618 | loss: 0.0311401 | val_loss: 0.0311612 | Time: 1584.43 ms [2021-10-13 07:04:53 main:574] : INFO : Epoch 1619 | loss: 0.0311397 | val_loss: 0.0311581 | Time: 1590.33 ms [2021-10-13 07:04:54 main:574] : INFO : Epoch 1620 | loss: 0.0311406 | val_loss: 0.031161 | Time: 1569.83 ms [2021-10-13 07:04:56 main:574] : INFO : Epoch 1621 | loss: 0.0311389 | val_loss: 0.03116 | Time: 1593.12 ms [2021-10-13 07:04:57 main:574] : INFO : Epoch 1622 | loss: 0.0311374 | val_loss: 0.0311581 | Time: 1609.72 ms [2021-10-13 07:04:59 main:574] : INFO : Epoch 1623 | loss: 0.0311396 | val_loss: 0.0311613 | Time: 1593.28 ms [2021-10-13 07:05:01 main:574] : INFO : Epoch 1624 | loss: 0.0311395 | val_loss: 0.0311568 | Time: 1575.32 ms [2021-10-13 07:05:02 main:574] : INFO : Epoch 1625 | loss: 0.0311391 | val_loss: 0.0311591 | Time: 1583.35 ms [2021-10-13 07:05:04 main:574] : INFO : Epoch 1626 | loss: 0.0311373 | val_loss: 0.0311584 | Time: 1571.27 ms [2021-10-13 07:05:05 main:574] : INFO : Epoch 1627 | loss: 0.0311377 | val_loss: 0.031158 | Time: 1605.21 ms [2021-10-13 07:05:07 main:574] : INFO : Epoch 1628 | loss: 0.0311384 | val_loss: 0.0311629 | Time: 1541.83 ms [2021-10-13 07:05:08 main:574] : INFO : Epoch 1629 | loss: 0.0311377 | val_loss: 0.0311583 | Time: 1586.54 ms [2021-10-13 07:05:10 main:574] : INFO : Epoch 1630 | loss: 0.0311361 | val_loss: 0.0311575 | Time: 1585.29 ms [2021-10-13 07:05:12 main:574] : INFO : Epoch 1631 | loss: 0.0311366 | val_loss: 0.0311576 | Time: 1607.06 ms [2021-10-13 07:05:13 main:574] : INFO : Epoch 1632 | loss: 0.0311368 | val_loss: 0.0311602 | Time: 1614.29 ms [2021-10-13 07:05:15 main:574] : INFO : Epoch 1633 | loss: 0.0311376 | val_loss: 0.0311596 | Time: 1542.85 ms [2021-10-13 07:05:16 main:574] : INFO : Epoch 1634 | loss: 0.0311378 | val_loss: 0.0311651 | Time: 1559.38 ms [2021-10-13 07:05:18 main:574] : INFO : Epoch 1635 | loss: 0.0311384 | val_loss: 0.0311581 | Time: 1579.41 ms [2021-10-13 07:05:20 main:574] : INFO : Epoch 1636 | loss: 0.0311382 | val_loss: 0.0311614 | Time: 1571.99 ms [2021-10-13 07:05:21 main:574] : INFO : Epoch 1637 | loss: 0.0311368 | val_loss: 0.0311589 | Time: 1592.03 ms [2021-10-13 07:05:23 main:574] : INFO : Epoch 1638 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 1582.9 ms [2021-10-13 07:05:24 main:574] : INFO : Epoch 1639 | loss: 0.0311377 | val_loss: 0.0311577 | Time: 1565.22 ms [2021-10-13 07:05:26 main:574] : INFO : Epoch 1640 | loss: 0.0311385 | val_loss: 0.0311583 | Time: 1585.87 ms [2021-10-13 07:05:28 main:574] : INFO : Epoch 1641 | loss: 0.031137 | val_loss: 0.0311602 | Time: 1589.49 ms [2021-10-13 07:05:29 main:574] : INFO : Epoch 1642 | loss: 0.0311358 | val_loss: 0.0311586 | Time: 1616.35 ms [2021-10-13 07:05:31 main:574] : INFO : Epoch 1643 | loss: 0.0311429 | val_loss: 0.0311616 | Time: 1569.74 ms [2021-10-13 07:05:32 main:574] : INFO : Epoch 1644 | loss: 0.0311365 | val_loss: 0.0311559 | Time: 1593.18 ms [2021-10-13 07:05:34 main:574] : INFO : Epoch 1645 | loss: 0.0311354 | val_loss: 0.0311564 | Time: 1578.01 ms [2021-10-13 07:05:36 main:574] : INFO : Epoch 1646 | loss: 0.0311361 | val_loss: 0.0311615 | Time: 1605.19 ms [2021-10-13 07:05:37 main:574] : INFO : Epoch 1647 | loss: 0.0311366 | val_loss: 0.0311587 | Time: 1582.46 ms [2021-10-13 07:05:39 main:574] : INFO : Epoch 1648 | loss: 0.0311376 | val_loss: 0.0311568 | Time: 1593.54 ms [2021-10-13 07:05:40 main:574] : INFO : Epoch 1649 | loss: 0.0311369 | val_loss: 0.0311577 | Time: 1562.32 ms [2021-10-13 07:05:42 main:574] : INFO : Epoch 1650 | loss: 0.0311375 | val_loss: 0.0311551 | Time: 1571.77 ms [2021-10-13 07:05:43 main:574] : INFO : Epoch 1651 | loss: 0.0311361 | val_loss: 0.0311585 | Time: 1556.54 ms [2021-10-13 07:05:45 main:574] : INFO : Epoch 1652 | loss: 0.0311379 | val_loss: 0.031157 | Time: 1547.83 ms [2021-10-13 07:05:47 main:574] : INFO : Epoch 1653 | loss: 0.0311384 | val_loss: 0.0311575 | Time: 1571.69 ms [2021-10-13 07:05:48 main:574] : INFO : Epoch 1654 | loss: 0.0311368 | val_loss: 0.0311605 | Time: 1598.78 ms [2021-10-13 07:05:50 main:574] : INFO : Epoch 1655 | loss: 0.0311366 | val_loss: 0.0311585 | Time: 1601.08 ms [2021-10-13 07:05:51 main:574] : INFO : Epoch 1656 | loss: 0.0311352 | val_loss: 0.0311565 | Time: 1574.21 ms [2021-10-13 07:05:53 main:574] : INFO : Epoch 1657 | loss: 0.0311364 | val_loss: 0.0311584 | Time: 1574.86 ms [2021-10-13 07:05:54 main:574] : INFO : Epoch 1658 | loss: 0.0311346 | val_loss: 0.0311592 | Time: 1537.23 ms [2021-10-13 07:05:56 main:574] : INFO : Epoch 1659 | loss: 0.0311356 | val_loss: 0.0311583 | Time: 1574.42 ms [2021-10-13 07:05:58 main:574] : INFO : Epoch 1660 | loss: 0.0311346 | val_loss: 0.0311584 | Time: 1561.83 ms [2021-10-13 07:05:59 main:574] : INFO : Epoch 1661 | loss: 0.0311348 | val_loss: 0.0311572 | Time: 1538.15 ms [2021-10-13 07:06:01 main:574] : INFO : Epoch 1662 | loss: 0.0311359 | val_loss: 0.0311604 | Time: 1594.42 ms [2021-10-13 07:06:02 main:574] : INFO : Epoch 1663 | loss: 0.0311357 | val_loss: 0.0311573 | Time: 1609.41 ms [2021-10-13 07:06:04 main:574] : INFO : Epoch 1664 | loss: 0.0311356 | val_loss: 0.0311559 | Time: 1588.22 ms [2021-10-13 07:06:06 main:574] : INFO : Epoch 1665 | loss: 0.0311354 | val_loss: 0.0311573 | Time: 1597.88 ms [2021-10-13 07:06:07 main:574] : INFO : Epoch 1666 | loss: 0.0311357 | val_loss: 0.0311572 | Time: 1581.41 ms [2021-10-13 07:06:09 main:574] : INFO : Epoch 1667 | loss: 0.0311383 | val_loss: 0.0311601 | Time: 1570.6 ms [2021-10-13 07:06:10 main:574] : INFO : Epoch 1668 | loss: 0.0311372 | val_loss: 0.0311574 | Time: 1588.79 ms [2021-10-13 07:06:12 main:574] : INFO : Epoch 1669 | loss: 0.031137 | val_loss: 0.0311566 | Time: 1574.36 ms [2021-10-13 07:06:14 main:574] : INFO : Epoch 1670 | loss: 0.0311375 | val_loss: 0.0311576 | Time: 1546.4 ms [2021-10-13 07:06:15 main:574] : INFO : Epoch 1671 | loss: 0.0311365 | val_loss: 0.0311556 | Time: 1596.46 ms [2021-10-13 07:06:17 main:574] : INFO : Epoch 1672 | loss: 0.0311364 | val_loss: 0.0311568 | Time: 1587.3 ms [2021-10-13 07:06:18 main:574] : INFO : Epoch 1673 | loss: 0.0311369 | val_loss: 0.0311566 | Time: 1583.78 ms [2021-10-13 07:06:20 main:574] : INFO : Epoch 1674 | loss: 0.031137 | val_loss: 0.0311555 | Time: 1561.88 ms [2021-10-13 07:06:21 main:574] : INFO : Epoch 1675 | loss: 0.0311381 | val_loss: 0.0311582 | Time: 1575.66 ms [2021-10-13 07:06:23 main:574] : INFO : Epoch 1676 | loss: 0.0311374 | val_loss: 0.0311688 | Time: 1564.76 ms [2021-10-13 07:06:25 main:574] : INFO : Epoch 1677 | loss: 0.0311384 | val_loss: 0.0311588 | Time: 1576.9 ms [2021-10-13 07:06:26 main:574] : INFO : Epoch 1678 | loss: 0.0311372 | val_loss: 0.0311574 | Time: 1606.71 ms [2021-10-13 07:06:28 main:574] : INFO : Epoch 1679 | loss: 0.0311365 | val_loss: 0.0311586 | Time: 1624.15 ms [2021-10-13 07:06:29 main:574] : INFO : Epoch 1680 | loss: 0.0311368 | val_loss: 0.0311587 | Time: 1566.08 ms [2021-10-13 07:06:31 main:574] : INFO : Epoch 1681 | loss: 0.031137 | val_loss: 0.0311587 | Time: 1569.21 ms [2021-10-13 07:06:33 main:574] : INFO : Epoch 1682 | loss: 0.0311377 | val_loss: 0.0311621 | Time: 1591.96 ms [2021-10-13 07:06:34 main:574] : INFO : Epoch 1683 | loss: 0.0311473 | val_loss: 0.0311574 | Time: 1599.37 ms [2021-10-13 07:06:36 main:574] : INFO : Epoch 1684 | loss: 0.0311399 | val_loss: 0.0311574 | Time: 1619.07 ms [2021-10-13 07:06:37 main:574] : INFO : Epoch 1685 | loss: 0.0311375 | val_loss: 0.0311639 | Time: 1563.27 ms [2021-10-13 07:06:39 main:574] : INFO : Epoch 1686 | loss: 0.0311376 | val_loss: 0.0311552 | Time: 1565 ms [2021-10-13 07:06:41 main:574] : INFO : Epoch 1687 | loss: 0.0311392 | val_loss: 0.0311575 | Time: 1577.61 ms [2021-10-13 07:06:42 main:574] : INFO : Epoch 1688 | loss: 0.0311378 | val_loss: 0.0311641 | Time: 1590.9 ms [2021-10-13 07:06:44 main:574] : INFO : Epoch 1689 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 1567.23 ms [2021-10-13 07:06:45 main:574] : INFO : Epoch 1690 | loss: 0.0311373 | val_loss: 0.031158 | Time: 1554.38 ms [2021-10-13 07:06:47 main:574] : INFO : Epoch 1691 | loss: 0.0311388 | val_loss: 0.0311549 | Time: 1589.21 ms [2021-10-13 07:06:49 main:574] : INFO : Epoch 1692 | loss: 0.0311364 | val_loss: 0.031157 | Time: 1607.14 ms [2021-10-13 07:06:50 main:574] : INFO : Epoch 1693 | loss: 0.0311395 | val_loss: 0.0311572 | Time: 1562.44 ms [2021-10-13 07:06:52 main:574] : INFO : Epoch 1694 | loss: 0.0311367 | val_loss: 0.0311579 | Time: 1560.82 ms [2021-10-13 07:06:53 main:574] : INFO : Epoch 1695 | loss: 0.0311362 | val_loss: 0.0311603 | Time: 1576.79 ms [2021-10-13 07:06:55 main:574] : INFO : Epoch 1696 | loss: 0.0311365 | val_loss: 0.0311596 | Time: 1570.99 ms [2021-10-13 07:06:56 main:574] : INFO : Epoch 1697 | loss: 0.0311379 | val_loss: 0.0311594 | Time: 1566.54 ms [2021-10-13 07:06:58 main:574] : INFO : Epoch 1698 | loss: 0.0311383 | val_loss: 0.0311574 | Time: 1591.57 ms [2021-10-13 07:07:00 main:574] : INFO : Epoch 1699 | loss: 0.0311388 | val_loss: 0.0311581 | Time: 1578.49 ms [2021-10-13 07:07:01 main:574] : INFO : Epoch 1700 | loss: 0.0311379 | val_loss: 0.0311596 | Time: 1551.24 ms [2021-10-13 07:07:03 main:574] : INFO : Epoch 1701 | loss: 0.0311374 | val_loss: 0.0311573 | Time: 1548.11 ms [2021-10-13 07:07:04 main:574] : INFO : Epoch 1702 | loss: 0.0311408 | val_loss: 0.0311582 | Time: 1562.96 ms [2021-10-13 07:07:06 main:574] : INFO : Epoch 1703 | loss: 0.0311399 | val_loss: 0.0311594 | Time: 1598.1 ms [2021-10-13 07:07:07 main:574] : INFO : Epoch 1704 | loss: 0.0311386 | val_loss: 0.0311597 | Time: 1578.9 ms [2021-10-13 07:07:09 main:574] : INFO : Epoch 1705 | loss: 0.0311384 | val_loss: 0.0311567 | Time: 1552.34 ms [2021-10-13 07:07:11 main:574] : INFO : Epoch 1706 | loss: 0.0311373 | val_loss: 0.0311591 | Time: 1589.42 ms [2021-10-13 07:07:12 main:574] : INFO : Epoch 1707 | loss: 0.0311377 | val_loss: 0.0311603 | Time: 1568.89 ms [2021-10-13 07:07:14 main:574] : INFO : Epoch 1708 | loss: 0.031141 | val_loss: 0.031171 | Time: 1599.87 ms [2021-10-13 07:07:15 main:574] : INFO : Epoch 1709 | loss: 0.0311418 | val_loss: 0.0311577 | Time: 1575.99 ms [2021-10-13 07:07:17 main:574] : INFO : Epoch 1710 | loss: 0.0311381 | val_loss: 0.0311587 | Time: 1601.82 ms [2021-10-13 07:07:19 main:574] : INFO : Epoch 1711 | loss: 0.0311404 | val_loss: 0.0311656 | Time: 1593.83 ms [2021-10-13 07:07:20 main:574] : INFO : Epoch 1712 | loss: 0.0311415 | val_loss: 0.0311578 | Time: 1597.42 ms [2021-10-13 07:07:22 main:574] : INFO : Epoch 1713 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 1575.84 ms [2021-10-13 07:07:23 main:574] : INFO : Epoch 1714 | loss: 0.031138 | val_loss: 0.0311628 | Time: 1601.47 ms [2021-10-13 07:07:25 main:574] : INFO : Epoch 1715 | loss: 0.0311414 | val_loss: 0.0311586 | Time: 1585.83 ms [2021-10-13 07:07:27 main:574] : INFO : Epoch 1716 | loss: 0.0311367 | val_loss: 0.0311577 | Time: 1560.97 ms [2021-10-13 07:07:28 main:574] : INFO : Epoch 1717 | loss: 0.0311368 | val_loss: 0.0311594 | Time: 1565.61 ms [2021-10-13 07:07:30 main:574] : INFO : Epoch 1718 | loss: 0.0311432 | val_loss: 0.0311567 | Time: 1580.15 ms [2021-10-13 07:07:31 main:574] : INFO : Epoch 1719 | loss: 0.0311371 | val_loss: 0.0311568 | Time: 1564.63 ms [2021-10-13 07:07:33 main:574] : INFO : Epoch 1720 | loss: 0.0311359 | val_loss: 0.0311589 | Time: 1564.46 ms [2021-10-13 07:07:35 main:574] : INFO : Epoch 1721 | loss: 0.0311371 | val_loss: 0.0311571 | Time: 1585.54 ms [2021-10-13 07:07:36 main:574] : INFO : Epoch 1722 | loss: 0.0311366 | val_loss: 0.0311614 | Time: 1589.66 ms [2021-10-13 07:07:38 main:574] : INFO : Epoch 1723 | loss: 0.0311402 | val_loss: 0.0311569 | Time: 1579.27 ms [2021-10-13 07:07:39 main:574] : INFO : Epoch 1724 | loss: 0.0311396 | val_loss: 0.0311568 | Time: 1579.41 ms [2021-10-13 07:07:41 main:574] : INFO : Epoch 1725 | loss: 0.0311406 | val_loss: 0.0311609 | Time: 1554.35 ms [2021-10-13 07:07:42 main:574] : INFO : Epoch 1726 | loss: 0.0311448 | val_loss: 0.0311653 | Time: 1600.72 ms [2021-10-13 07:07:44 main:574] : INFO : Epoch 1727 | loss: 0.0311421 | val_loss: 0.0311641 | Time: 1591.05 ms [2021-10-13 07:07:46 main:574] : INFO : Epoch 1728 | loss: 0.0311409 | val_loss: 0.0311596 | Time: 1570.33 ms [2021-10-13 07:07:47 main:574] : INFO : Epoch 1729 | loss: 0.0311402 | val_loss: 0.0311595 | Time: 1640.28 ms [2021-10-13 07:07:49 main:574] : INFO : Epoch 1730 | loss: 0.0311414 | val_loss: 0.0311602 | Time: 1577.14 ms [2021-10-13 07:07:50 main:574] : INFO : Epoch 1731 | loss: 0.031144 | val_loss: 0.031162 | Time: 1575.83 ms [2021-10-13 07:07:52 main:574] : INFO : Epoch 1732 | loss: 0.031141 | val_loss: 0.0311595 | Time: 1549.63 ms [2021-10-13 07:07:54 main:574] : INFO : Epoch 1733 | loss: 0.0311408 | val_loss: 0.0311611 | Time: 1574.54 ms [2021-10-13 07:07:55 main:574] : INFO : Epoch 1734 | loss: 0.0311415 | val_loss: 0.0311592 | Time: 1587.82 ms [2021-10-13 07:07:57 main:574] : INFO : Epoch 1735 | loss: 0.0311445 | val_loss: 0.0311664 | Time: 1550.31 ms [2021-10-13 07:07:58 main:574] : INFO : Epoch 1736 | loss: 0.0311405 | val_loss: 0.0311596 | Time: 1552.83 ms [2021-10-13 07:08:00 main:574] : INFO : Epoch 1737 | loss: 0.0311379 | val_loss: 0.0311579 | Time: 1566.1 ms [2021-10-13 07:08:01 main:574] : INFO : Epoch 1738 | loss: 0.0311414 | val_loss: 0.0311677 | Time: 1605.36 ms [2021-10-13 07:08:03 main:574] : INFO : Epoch 1739 | loss: 0.031139 | val_loss: 0.0311583 | Time: 1570.84 ms [2021-10-13 07:08:05 main:574] : INFO : Epoch 1740 | loss: 0.0311377 | val_loss: 0.0311563 | Time: 1575.59 ms [2021-10-13 07:08:06 main:574] : INFO : Epoch 1741 | loss: 0.0311371 | val_loss: 0.0311609 | Time: 1574.44 ms [2021-10-13 07:08:08 main:574] : INFO : Epoch 1742 | loss: 0.0311403 | val_loss: 0.0311646 | Time: 1570.33 ms [2021-10-13 07:08:09 main:574] : INFO : Epoch 1743 | loss: 0.03114 | val_loss: 0.0311602 | Time: 1578.43 ms [2021-10-13 07:08:11 main:574] : INFO : Epoch 1744 | loss: 0.0311375 | val_loss: 0.031157 | Time: 1575.07 ms [2021-10-13 07:08:13 main:574] : INFO : Epoch 1745 | loss: 0.0311375 | val_loss: 0.031158 | Time: 1609.86 ms [2021-10-13 07:08:14 main:574] : INFO : Epoch 1746 | loss: 0.031137 | val_loss: 0.0311566 | Time: 1601.84 ms [2021-10-13 07:08:16 main:574] : INFO : Epoch 1747 | loss: 0.0311403 | val_loss: 0.0311561 | Time: 1610.54 ms [2021-10-13 07:08:17 main:574] : INFO : Epoch 1748 | loss: 0.0311379 | val_loss: 0.0311586 | Time: 1595.72 ms [2021-10-13 07:08:19 main:574] : INFO : Epoch 1749 | loss: 0.0311404 | val_loss: 0.0311544 | Time: 1542.9 ms [2021-10-13 07:08:21 main:574] : INFO : Epoch 1750 | loss: 0.0311383 | val_loss: 0.0311606 | Time: 1589.02 ms [2021-10-13 07:08:22 main:574] : INFO : Epoch 1751 | loss: 0.0311405 | val_loss: 0.0311556 | Time: 1580.33 ms [2021-10-13 07:08:24 main:574] : INFO : Epoch 1752 | loss: 0.0311385 | val_loss: 0.0311582 | Time: 1566.3 ms [2021-10-13 07:08:25 main:574] : INFO : Epoch 1753 | loss: 0.0311386 | val_loss: 0.0311604 | Time: 1559.75 ms [2021-10-13 07:08:27 main:574] : INFO : Epoch 1754 | loss: 0.031137 | val_loss: 0.0311592 | Time: 1560.44 ms [2021-10-13 07:08:28 main:574] : INFO : Epoch 1755 | loss: 0.0311382 | val_loss: 0.0311544 | Time: 1587.27 ms [2021-10-13 07:08:30 main:574] : INFO : Epoch 1756 | loss: 0.03115 | val_loss: 0.0311584 | Time: 1603.54 ms [2021-10-13 07:08:32 main:574] : INFO : Epoch 1757 | loss: 0.0311387 | val_loss: 0.0311573 | Time: 1551.67 ms [2021-10-13 07:08:33 main:574] : INFO : Epoch 1758 | loss: 0.0311371 | val_loss: 0.0311561 | Time: 1598.95 ms [2021-10-13 07:08:35 main:574] : INFO : Epoch 1759 | loss: 0.0311353 | val_loss: 0.0311557 | Time: 1610.74 ms [2021-10-13 07:08:37 main:574] : INFO : Epoch 1760 | loss: 0.031137 | val_loss: 0.0311561 | Time: 1604.51 ms [2021-10-13 07:08:38 main:574] : INFO : Epoch 1761 | loss: 0.0311376 | val_loss: 0.0311591 | Time: 1597.42 ms [2021-10-13 07:08:40 main:574] : INFO : Epoch 1762 | loss: 0.0311367 | val_loss: 0.0311542 | Time: 1603.08 ms [2021-10-13 07:08:41 main:574] : INFO : Epoch 1763 | loss: 0.031135 | val_loss: 0.0311569 | Time: 1577.22 ms [2021-10-13 07:08:43 main:574] : INFO : Epoch 1764 | loss: 0.0311396 | val_loss: 0.0311541 | Time: 1520.33 ms [2021-10-13 07:08:44 main:574] : INFO : Epoch 1765 | loss: 0.0311366 | val_loss: 0.0311558 | Time: 1588.38 ms [2021-10-13 07:08:46 main:574] : INFO : Epoch 1766 | loss: 0.0311374 | val_loss: 0.031158 | Time: 1555.4 ms [2021-10-13 07:08:48 main:574] : INFO : Epoch 1767 | loss: 0.031136 | val_loss: 0.0311539 | Time: 1561.9 ms [2021-10-13 07:08:49 main:574] : INFO : Epoch 1768 | loss: 0.0311366 | val_loss: 0.0311622 | Time: 1590.8 ms [2021-10-13 07:08:51 main:574] : INFO : Epoch 1769 | loss: 0.0311393 | val_loss: 0.0311538 | Time: 1606.77 ms [2021-10-13 07:08:52 main:574] : INFO : Epoch 1770 | loss: 0.0311389 | val_loss: 0.0311552 | Time: 1586.51 ms [2021-10-13 07:08:54 main:574] : INFO : Epoch 1771 | loss: 0.0311398 | val_loss: 0.0311606 | Time: 1594.21 ms [2021-10-13 07:08:56 main:574] : INFO : Epoch 1772 | loss: 0.0311399 | val_loss: 0.0311552 | Time: 1563.56 ms [2021-10-13 07:08:57 main:574] : INFO : Epoch 1773 | loss: 0.031142 | val_loss: 0.0311541 | Time: 1560.52 ms [2021-10-13 07:08:59 main:574] : INFO : Epoch 1774 | loss: 0.0311453 | val_loss: 0.0311598 | Time: 1570.97 ms [2021-10-13 07:09:00 main:574] : INFO : Epoch 1775 | loss: 0.0311414 | val_loss: 0.031161 | Time: 1602.42 ms [2021-10-13 07:09:02 main:574] : INFO : Epoch 1776 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 1585.12 ms [2021-10-13 07:09:03 main:574] : INFO : Epoch 1777 | loss: 0.0311364 | val_loss: 0.0311632 | Time: 1563.27 ms [2021-10-13 07:09:05 main:574] : INFO : Epoch 1778 | loss: 0.0311395 | val_loss: 0.0311538 | Time: 1548.17 ms [2021-10-13 07:09:07 main:574] : INFO : Epoch 1779 | loss: 0.0311363 | val_loss: 0.0311554 | Time: 1568.47 ms [2021-10-13 07:09:08 main:574] : INFO : Epoch 1780 | loss: 0.0311355 | val_loss: 0.031156 | Time: 1562.93 ms [2021-10-13 07:09:10 main:574] : INFO : Epoch 1781 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 1589.95 ms [2021-10-13 07:09:11 main:574] : INFO : Epoch 1782 | loss: 0.0311372 | val_loss: 0.0311571 | Time: 1607.04 ms [2021-10-13 07:09:13 main:574] : INFO : Epoch 1783 | loss: 0.0311376 | val_loss: 0.0311601 | Time: 1582.63 ms [2021-10-13 07:09:15 main:574] : INFO : Epoch 1784 | loss: 0.0311425 | val_loss: 0.0311602 | Time: 1589.81 ms [2021-10-13 07:09:16 main:574] : INFO : Epoch 1785 | loss: 0.0311422 | val_loss: 0.031157 | Time: 1561.82 ms [2021-10-13 07:09:18 main:574] : INFO : Epoch 1786 | loss: 0.0311394 | val_loss: 0.0311544 | Time: 1582.24 ms [2021-10-13 07:09:19 main:574] : INFO : Epoch 1787 | loss: 0.0311388 | val_loss: 0.0311603 | Time: 1570.61 ms [2021-10-13 07:09:21 main:574] : INFO : Epoch 1788 | loss: 0.0311367 | val_loss: 0.0311576 | Time: 1557.71 ms [2021-10-13 07:09:22 main:574] : INFO : Epoch 1789 | loss: 0.0311372 | val_loss: 0.0311579 | Time: 1575.15 ms [2021-10-13 07:09:24 main:574] : INFO : Epoch 1790 | loss: 0.031137 | val_loss: 0.0311593 | Time: 1628.9 ms [2021-10-13 07:09:26 main:574] : INFO : Epoch 1791 | loss: 0.031136 | val_loss: 0.0311572 | Time: 1539.37 ms [2021-10-13 07:09:27 main:574] : INFO : Epoch 1792 | loss: 0.0311388 | val_loss: 0.0311625 | Time: 1613.68 ms [2021-10-13 07:09:29 main:574] : INFO : Epoch 1793 | loss: 0.0311389 | val_loss: 0.0311574 | Time: 1590.38 ms [2021-10-13 07:09:30 main:574] : INFO : Epoch 1794 | loss: 0.0311368 | val_loss: 0.0311575 | Time: 1577.46 ms [2021-10-13 07:09:32 main:574] : INFO : Epoch 1795 | loss: 0.0311384 | val_loss: 0.0311616 | Time: 1618.79 ms [2021-10-13 07:09:34 main:574] : INFO : Epoch 1796 | loss: 0.0311391 | val_loss: 0.0311639 | Time: 1612.74 ms [2021-10-13 07:09:35 main:574] : INFO : Epoch 1797 | loss: 0.031142 | val_loss: 0.0311588 | Time: 1570.44 ms [2021-10-13 07:09:37 main:574] : INFO : Epoch 1798 | loss: 0.0311403 | val_loss: 0.0311649 | Time: 1586.25 ms [2021-10-13 07:09:38 main:574] : INFO : Epoch 1799 | loss: 0.0311395 | val_loss: 0.0311621 | Time: 1589.29 ms [2021-10-13 07:09:40 main:574] : INFO : Epoch 1800 | loss: 0.0311363 | val_loss: 0.0311604 | Time: 1566.5 ms [2021-10-13 07:09:42 main:574] : INFO : Epoch 1801 | loss: 0.0311355 | val_loss: 0.0311588 | Time: 1583.37 ms [2021-10-13 07:09:43 main:574] : INFO : Epoch 1802 | loss: 0.0311346 | val_loss: 0.031161 | Time: 1575.56 ms [2021-10-13 07:09:45 main:574] : INFO : Epoch 1803 | loss: 0.031135 | val_loss: 0.0311569 | Time: 1565.07 ms [2021-10-13 07:09:46 main:574] : INFO : Epoch 1804 | loss: 0.0311394 | val_loss: 0.0311575 | Time: 1564.8 ms [2021-10-13 07:09:48 main:574] : INFO : Epoch 1805 | loss: 0.031141 | val_loss: 0.0311581 | Time: 1639.05 ms [2021-10-13 07:09:50 main:574] : INFO : Epoch 1806 | loss: 0.0311409 | val_loss: 0.0311557 | Time: 1526.62 ms [2021-10-13 07:09:51 main:574] : INFO : Epoch 1807 | loss: 0.0311421 | val_loss: 0.0311569 | Time: 1515.22 ms [2021-10-13 07:09:53 main:574] : INFO : Epoch 1808 | loss: 0.0311405 | val_loss: 0.0311572 | Time: 1589.23 ms [2021-10-13 07:09:54 main:574] : INFO : Epoch 1809 | loss: 0.0311402 | val_loss: 0.0311614 | Time: 1545.83 ms [2021-10-13 07:09:56 main:574] : INFO : Epoch 1810 | loss: 0.0311453 | val_loss: 0.0311574 | Time: 1586.49 ms [2021-10-13 07:09:57 main:574] : INFO : Epoch 1811 | loss: 0.0311424 | val_loss: 0.0311607 | Time: 1598.5 ms [2021-10-13 07:09:59 main:574] : INFO : Epoch 1812 | loss: 0.0311391 | val_loss: 0.0311558 | Time: 1602.36 ms [2021-10-13 07:10:01 main:574] : INFO : Epoch 1813 | loss: 0.0311395 | val_loss: 0.0311578 | Time: 1559.57 ms [2021-10-13 07:10:02 main:574] : INFO : Epoch 1814 | loss: 0.0311387 | val_loss: 0.0311572 | Time: 1599.95 ms [2021-10-13 07:10:04 main:574] : INFO : Epoch 1815 | loss: 0.0311383 | val_loss: 0.031157 | Time: 1589.61 ms [2021-10-13 07:10:05 main:574] : INFO : Epoch 1816 | loss: 0.0311382 | val_loss: 0.031163 | Time: 1584.59 ms [2021-10-13 07:10:07 main:574] : INFO : Epoch 1817 | loss: 0.0311386 | val_loss: 0.0311571 | Time: 1550.69 ms [2021-10-13 07:10:09 main:574] : INFO : Epoch 1818 | loss: 0.0311388 | val_loss: 0.0311603 | Time: 1599.28 ms [2021-10-13 07:10:10 main:574] : INFO : Epoch 1819 | loss: 0.0311382 | val_loss: 0.0311564 | Time: 1551.98 ms [2021-10-13 07:10:12 main:574] : INFO : Epoch 1820 | loss: 0.0311378 | val_loss: 0.0311558 | Time: 1598.18 ms [2021-10-13 07:10:13 main:574] : INFO : Epoch 1821 | loss: 0.0311383 | val_loss: 0.0311582 | Time: 1529.47 ms [2021-10-13 07:10:15 main:574] : INFO : Epoch 1822 | loss: 0.0311389 | val_loss: 0.0311581 | Time: 1584.03 ms [2021-10-13 07:10:17 main:574] : INFO : Epoch 1823 | loss: 0.0311381 | val_loss: 0.0311592 | Time: 1626.49 ms [2021-10-13 07:10:18 main:574] : INFO : Epoch 1824 | loss: 0.0311382 | val_loss: 0.031154 | Time: 1611.25 ms [2021-10-13 07:10:20 main:574] : INFO : Epoch 1825 | loss: 0.0311356 | val_loss: 0.0311566 | Time: 1568.8 ms [2021-10-13 07:10:21 main:574] : INFO : Epoch 1826 | loss: 0.0311369 | val_loss: 0.0311594 | Time: 1604.15 ms [2021-10-13 07:10:23 main:574] : INFO : Epoch 1827 | loss: 0.0311391 | val_loss: 0.0311545 | Time: 1573.09 ms [2021-10-13 07:10:24 main:574] : INFO : Epoch 1828 | loss: 0.0311368 | val_loss: 0.0311548 | Time: 1546.51 ms [2021-10-13 07:10:26 main:574] : INFO : Epoch 1829 | loss: 0.031147 | val_loss: 0.0311546 | Time: 1592.14 ms [2021-10-13 07:10:28 main:574] : INFO : Epoch 1830 | loss: 0.0311401 | val_loss: 0.0311526 | Time: 1565.02 ms [2021-10-13 07:10:29 main:574] : INFO : Epoch 1831 | loss: 0.0311397 | val_loss: 0.0311635 | Time: 1616.54 ms [2021-10-13 07:10:31 main:574] : INFO : Epoch 1832 | loss: 0.0311378 | val_loss: 0.0311567 | Time: 1584.75 ms [2021-10-13 07:10:32 main:574] : INFO : Epoch 1833 | loss: 0.0311374 | val_loss: 0.0311558 | Time: 1596.78 ms [2021-10-13 07:10:34 main:574] : INFO : Epoch 1834 | loss: 0.0311387 | val_loss: 0.0311575 | Time: 1580.83 ms [2021-10-13 07:10:36 main:574] : INFO : Epoch 1835 | loss: 0.0311416 | val_loss: 0.0311633 | Time: 1601.2 ms [2021-10-13 07:10:37 main:574] : INFO : Epoch 1836 | loss: 0.0311392 | val_loss: 0.0311596 | Time: 1575.99 ms [2021-10-13 07:10:39 main:574] : INFO : Epoch 1837 | loss: 0.0311389 | val_loss: 0.0311574 | Time: 1587.25 ms [2021-10-13 07:10:40 main:574] : INFO : Epoch 1838 | loss: 0.0311355 | val_loss: 0.031157 | Time: 1573.58 ms [2021-10-13 07:10:42 main:574] : INFO : Epoch 1839 | loss: 0.0311359 | val_loss: 0.0311566 | Time: 1546.09 ms [2021-10-13 07:10:44 main:574] : INFO : Epoch 1840 | loss: 0.0311379 | val_loss: 0.0311585 | Time: 1565.83 ms [2021-10-13 07:10:45 main:574] : INFO : Epoch 1841 | loss: 0.0311362 | val_loss: 0.0311555 | Time: 1571.35 ms [2021-10-13 07:10:47 main:574] : INFO : Epoch 1842 | loss: 0.0311347 | val_loss: 0.0311574 | Time: 1594.75 ms [2021-10-13 07:10:48 main:574] : INFO : Epoch 1843 | loss: 0.0311347 | val_loss: 0.0311593 | Time: 1574.36 ms [2021-10-13 07:10:50 main:574] : INFO : Epoch 1844 | loss: 0.0311338 | val_loss: 0.0311564 | Time: 1548.75 ms [2021-10-13 07:10:51 main:574] : INFO : Epoch 1845 | loss: 0.0311395 | val_loss: 0.0311747 | Time: 1595.32 ms [2021-10-13 07:10:53 main:574] : INFO : Epoch 1846 | loss: 0.0311451 | val_loss: 0.0311699 | Time: 1569.48 ms [2021-10-13 07:10:55 main:574] : INFO : Epoch 1847 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 1582.61 ms [2021-10-13 07:10:56 main:574] : INFO : Epoch 1848 | loss: 0.0311359 | val_loss: 0.0311591 | Time: 1588.54 ms [2021-10-13 07:10:58 main:574] : INFO : Epoch 1849 | loss: 0.031134 | val_loss: 0.0311537 | Time: 1568.84 ms [2021-10-13 07:10:59 main:574] : INFO : Epoch 1850 | loss: 0.0311354 | val_loss: 0.0311574 | Time: 1567.31 ms [2021-10-13 07:11:01 main:574] : INFO : Epoch 1851 | loss: 0.0311393 | val_loss: 0.0311591 | Time: 1595.65 ms [2021-10-13 07:11:03 main:574] : INFO : Epoch 1852 | loss: 0.0311396 | val_loss: 0.0311564 | Time: 1589.2 ms [2021-10-13 07:11:04 main:574] : INFO : Epoch 1853 | loss: 0.0311374 | val_loss: 0.0311579 | Time: 1572.62 ms [2021-10-13 07:11:06 main:574] : INFO : Epoch 1854 | loss: 0.0311373 | val_loss: 0.0311575 | Time: 1608.74 ms [2021-10-13 07:11:07 main:574] : INFO : Epoch 1855 | loss: 0.0311393 | val_loss: 0.0311603 | Time: 1589.97 ms [2021-10-13 07:11:09 main:574] : INFO : Epoch 1856 | loss: 0.0311381 | val_loss: 0.0311561 | Time: 1591.72 ms [2021-10-13 07:11:11 main:574] : INFO : Epoch 1857 | loss: 0.0311342 | val_loss: 0.0311542 | Time: 1583.31 ms [2021-10-13 07:11:12 main:574] : INFO : Epoch 1858 | loss: 0.031135 | val_loss: 0.0311597 | Time: 1599.24 ms [2021-10-13 07:11:14 main:574] : INFO : Epoch 1859 | loss: 0.0311371 | val_loss: 0.0311562 | Time: 1582.92 ms [2021-10-13 07:11:15 main:574] : INFO : Epoch 1860 | loss: 0.0311372 | val_loss: 0.031159 | Time: 1571.83 ms [2021-10-13 07:11:17 main:574] : INFO : Epoch 1861 | loss: 0.0311383 | val_loss: 0.0311559 | Time: 1572.88 ms [2021-10-13 07:11:18 main:574] : INFO : Epoch 1862 | loss: 0.0311374 | val_loss: 0.0311615 | Time: 1540.58 ms [2021-10-13 07:11:20 main:574] : INFO : Epoch 1863 | loss: 0.0311404 | val_loss: 0.0311606 | Time: 1563.47 ms [2021-10-13 07:11:22 main:574] : INFO : Epoch 1864 | loss: 0.0311361 | val_loss: 0.0311636 | Time: 1599.86 ms [2021-10-13 07:11:23 main:574] : INFO : Epoch 1865 | loss: 0.0311426 | val_loss: 0.0311649 | Time: 1590.59 ms [2021-10-13 07:11:25 main:574] : INFO : Epoch 1866 | loss: 0.0311401 | val_loss: 0.0311603 | Time: 1587.76 ms [2021-10-13 07:11:26 main:574] : INFO : Epoch 1867 | loss: 0.031135 | val_loss: 0.0311562 | Time: 1561.66 ms [2021-10-13 07:11:28 main:574] : INFO : Epoch 1868 | loss: 0.0311346 | val_loss: 0.0311594 | Time: 1593.22 ms [2021-10-13 07:11:30 main:574] : INFO : Epoch 1869 | loss: 0.0311382 | val_loss: 0.0311564 | Time: 1573.66 ms [2021-10-13 07:11:31 main:574] : INFO : Epoch 1870 | loss: 0.0311358 | val_loss: 0.0311554 | Time: 1576.04 ms [2021-10-13 07:11:33 main:574] : INFO : Epoch 1871 | loss: 0.0311336 | val_loss: 0.0311544 | Time: 1579.71 ms [2021-10-13 07:11:34 main:574] : INFO : Epoch 1872 | loss: 0.0311325 | val_loss: 0.0311582 | Time: 1604.52 ms [2021-10-13 07:11:36 main:574] : INFO : Epoch 1873 | loss: 0.0311342 | val_loss: 0.0311601 | Time: 1676.29 ms [2021-10-13 07:11:38 main:574] : INFO : Epoch 1874 | loss: 0.0311346 | val_loss: 0.0311542 | Time: 1584.51 ms [2021-10-13 07:11:39 main:574] : INFO : Epoch 1875 | loss: 0.0311362 | val_loss: 0.0311533 | Time: 1541.69 ms [2021-10-13 07:11:41 main:574] : INFO : Epoch 1876 | loss: 0.0311364 | val_loss: 0.0311534 | Time: 1594.62 ms [2021-10-13 07:11:42 main:574] : INFO : Epoch 1877 | loss: 0.0311346 | val_loss: 0.0311548 | Time: 1573.58 ms [2021-10-13 07:11:44 main:574] : INFO : Epoch 1878 | loss: 0.0311337 | val_loss: 0.0311526 | Time: 1548.41 ms [2021-10-13 07:11:46 main:574] : INFO : Epoch 1879 | loss: 0.0311392 | val_loss: 0.0311547 | Time: 1606.54 ms [2021-10-13 07:11:47 main:574] : INFO : Epoch 1880 | loss: 0.0311363 | val_loss: 0.0311536 | Time: 1598.67 ms [2021-10-13 07:11:49 main:574] : INFO : Epoch 1881 | loss: 0.0311361 | val_loss: 0.0311548 | Time: 1580.09 ms [2021-10-13 07:11:50 main:574] : INFO : Epoch 1882 | loss: 0.0311363 | val_loss: 0.0311589 | Time: 1598.53 ms [2021-10-13 07:11:52 main:574] : INFO : Epoch 1883 | loss: 0.0311351 | val_loss: 0.0311536 | Time: 1576.1 ms [2021-10-13 07:11:54 main:574] : INFO : Epoch 1884 | loss: 0.0311347 | val_loss: 0.0311591 | Time: 1596.01 ms [2021-10-13 07:11:55 main:574] : INFO : Epoch 1885 | loss: 0.0311324 | val_loss: 0.031154 | Time: 1592.17 ms [2021-10-13 07:11:57 main:574] : INFO : Epoch 1886 | loss: 0.0311393 | val_loss: 0.0311574 | Time: 1556.76 ms [2021-10-13 07:11:58 main:574] : INFO : Epoch 1887 | loss: 0.0311419 | val_loss: 0.0311553 | Time: 1611.7 ms [2021-10-13 07:12:00 main:574] : INFO : Epoch 1888 | loss: 0.0311375 | val_loss: 0.0311541 | Time: 1590.38 ms [2021-10-13 07:12:02 main:574] : INFO : Epoch 1889 | loss: 0.0311363 | val_loss: 0.0311534 | Time: 1572.09 ms [2021-10-13 07:12:03 main:574] : INFO : Epoch 1890 | loss: 0.031136 | val_loss: 0.0311546 | Time: 1570.47 ms [2021-10-13 07:12:05 main:574] : INFO : Epoch 1891 | loss: 0.0311373 | val_loss: 0.0311541 | Time: 1584.79 ms [2021-10-13 07:12:06 main:574] : INFO : Epoch 1892 | loss: 0.0311372 | val_loss: 0.0311524 | Time: 1588.52 ms [2021-10-13 07:12:08 main:574] : INFO : Epoch 1893 | loss: 0.0311353 | val_loss: 0.0311543 | Time: 1598.9 ms [2021-10-13 07:12:09 main:574] : INFO : Epoch 1894 | loss: 0.0311396 | val_loss: 0.0311559 | Time: 1565.23 ms [2021-10-13 07:12:11 main:574] : INFO : Epoch 1895 | loss: 0.031139 | val_loss: 0.0311556 | Time: 1575.84 ms [2021-10-13 07:12:13 main:574] : INFO : Epoch 1896 | loss: 0.0311396 | val_loss: 0.0311521 | Time: 1597.31 ms [2021-10-13 07:12:14 main:574] : INFO : Epoch 1897 | loss: 0.03114 | val_loss: 0.0311641 | Time: 1563.88 ms [2021-10-13 07:12:16 main:574] : INFO : Epoch 1898 | loss: 0.0311391 | val_loss: 0.0311535 | Time: 1603.14 ms [2021-10-13 07:12:17 main:574] : INFO : Epoch 1899 | loss: 0.0311397 | val_loss: 0.031155 | Time: 1618.04 ms [2021-10-13 07:12:19 main:574] : INFO : Epoch 1900 | loss: 0.0311413 | val_loss: 0.0311583 | Time: 1639.51 ms [2021-10-13 07:12:21 main:574] : INFO : Epoch 1901 | loss: 0.0311448 | val_loss: 0.031153 | Time: 1579.29 ms [2021-10-13 07:12:22 main:574] : INFO : Epoch 1902 | loss: 0.0311392 | val_loss: 0.0311529 | Time: 1597.03 ms [2021-10-13 07:12:24 main:574] : INFO : Epoch 1903 | loss: 0.0311367 | val_loss: 0.0311576 | Time: 1577.67 ms [2021-10-13 07:12:26 main:574] : INFO : Epoch 1904 | loss: 0.0311381 | val_loss: 0.0311522 | Time: 1580.07 ms [2021-10-13 07:12:27 main:574] : INFO : Epoch 1905 | loss: 0.0311377 | val_loss: 0.0311535 | Time: 1581.97 ms [2021-10-13 07:12:29 main:574] : INFO : Epoch 1906 | loss: 0.0311374 | val_loss: 0.0311552 | Time: 1562.59 ms [2021-10-13 07:12:30 main:574] : INFO : Epoch 1907 | loss: 0.0311391 | val_loss: 0.031162 | Time: 1580.83 ms [2021-10-13 07:12:32 main:574] : INFO : Epoch 1908 | loss: 0.0311415 | val_loss: 0.0311755 | Time: 1584.04 ms [2021-10-13 07:12:33 main:574] : INFO : Epoch 1909 | loss: 0.0311433 | val_loss: 0.0311525 | Time: 1604.02 ms [2021-10-13 07:12:35 main:574] : INFO : Epoch 1910 | loss: 0.0311398 | val_loss: 0.0311544 | Time: 1624.39 ms [2021-10-13 07:12:37 main:574] : INFO : Epoch 1911 | loss: 0.0311414 | val_loss: 0.0311596 | Time: 1587.55 ms [2021-10-13 07:12:38 main:574] : INFO : Epoch 1912 | loss: 0.0311369 | val_loss: 0.0311547 | Time: 1563.27 ms [2021-10-13 07:12:40 main:574] : INFO : Epoch 1913 | loss: 0.0311394 | val_loss: 0.031158 | Time: 1570.98 ms [2021-10-13 07:12:41 main:574] : INFO : Epoch 1914 | loss: 0.0311372 | val_loss: 0.031153 | Time: 1586.79 ms [2021-10-13 07:12:43 main:574] : INFO : Epoch 1915 | loss: 0.0311398 | val_loss: 0.0311615 | Time: 1566.15 ms [2021-10-13 07:12:45 main:574] : INFO : Epoch 1916 | loss: 0.0311429 | val_loss: 0.0311559 | Time: 1580.55 ms [2021-10-13 07:12:46 main:574] : INFO : Epoch 1917 | loss: 0.0311421 | val_loss: 0.0311517 | Time: 1560.92 ms [2021-10-13 07:12:48 main:574] : INFO : Epoch 1918 | loss: 0.0311425 | val_loss: 0.0311552 | Time: 1550.38 ms [2021-10-13 07:12:49 main:574] : INFO : Epoch 1919 | loss: 0.0311419 | val_loss: 0.0311565 | Time: 1578.38 ms [2021-10-13 07:12:51 main:574] : INFO : Epoch 1920 | loss: 0.0311379 | val_loss: 0.0311521 | Time: 1582.33 ms [2021-10-13 07:12:52 main:574] : INFO : Epoch 1921 | loss: 0.0311401 | val_loss: 0.0311599 | Time: 1575.69 ms [2021-10-13 07:12:54 main:574] : INFO : Epoch 1922 | loss: 0.0311386 | val_loss: 0.0311536 | Time: 1577.68 ms [2021-10-13 07:12:56 main:574] : INFO : Epoch 1923 | loss: 0.031138 | val_loss: 0.0311548 | Time: 1592.73 ms [2021-10-13 07:12:57 main:574] : INFO : Epoch 1924 | loss: 0.0311377 | val_loss: 0.0311576 | Time: 1566.67 ms [2021-10-13 07:12:59 main:574] : INFO : Epoch 1925 | loss: 0.0311403 | val_loss: 0.0311578 | Time: 1579 ms [2021-10-13 07:13:00 main:574] : INFO : Epoch 1926 | loss: 0.031145 | val_loss: 0.0311652 | Time: 1570.86 ms [2021-10-13 07:13:02 main:574] : INFO : Epoch 1927 | loss: 0.0311445 | val_loss: 0.0311532 | Time: 1589.58 ms [2021-10-13 07:13:04 main:574] : INFO : Epoch 1928 | loss: 0.0311365 | val_loss: 0.0311511 | Time: 1605.77 ms [2021-10-13 07:13:05 main:574] : INFO : Epoch 1929 | loss: 0.031136 | val_loss: 0.0311549 | Time: 1585.35 ms [2021-10-13 07:13:07 main:574] : INFO : Epoch 1930 | loss: 0.0311408 | val_loss: 0.0311618 | Time: 1582.42 ms [2021-10-13 07:13:08 main:574] : INFO : Epoch 1931 | loss: 0.0311393 | val_loss: 0.0311519 | Time: 1555.48 ms [2021-10-13 07:13:10 main:574] : INFO : Epoch 1932 | loss: 0.0311431 | val_loss: 0.0311625 | Time: 1576.62 ms [2021-10-13 07:13:12 main:574] : INFO : Epoch 1933 | loss: 0.0311396 | val_loss: 0.0311555 | Time: 1605.06 ms [2021-10-13 07:13:13 main:574] : INFO : Epoch 1934 | loss: 0.0311358 | val_loss: 0.0311516 | Time: 1584.86 ms [2021-10-13 07:13:15 main:574] : INFO : Epoch 1935 | loss: 0.0311384 | val_loss: 0.0311627 | Time: 1598.82 ms [2021-10-13 07:13:16 main:574] : INFO : Epoch 1936 | loss: 0.0311413 | val_loss: 0.03116 | Time: 1562.73 ms [2021-10-13 07:13:18 main:574] : INFO : Epoch 1937 | loss: 0.0311374 | val_loss: 0.0311577 | Time: 1595.95 ms [2021-10-13 07:13:20 main:574] : INFO : Epoch 1938 | loss: 0.0311384 | val_loss: 0.0311538 | Time: 1559.31 ms [2021-10-13 07:13:21 main:574] : INFO : Epoch 1939 | loss: 0.0311381 | val_loss: 0.0311544 | Time: 1569.83 ms [2021-10-13 07:13:23 main:574] : INFO : Epoch 1940 | loss: 0.0311379 | val_loss: 0.031154 | Time: 1570.37 ms [2021-10-13 07:13:24 main:574] : INFO : Epoch 1941 | loss: 0.0311383 | val_loss: 0.031152 | Time: 1581.14 ms [2021-10-13 07:13:26 main:574] : INFO : Epoch 1942 | loss: 0.0311367 | val_loss: 0.0311548 | Time: 1579.46 ms [2021-10-13 07:13:27 main:574] : INFO : Epoch 1943 | loss: 0.0311383 | val_loss: 0.0311497 | Time: 1535.37 ms [2021-10-13 07:13:29 main:574] : INFO : Epoch 1944 | loss: 0.0311373 | val_loss: 0.0311518 | Time: 1563.5 ms [2021-10-13 07:13:31 main:574] : INFO : Epoch 1945 | loss: 0.0311358 | val_loss: 0.0311533 | Time: 1585.82 ms [2021-10-13 07:13:32 main:574] : INFO : Epoch 1946 | loss: 0.0311361 | val_loss: 0.0311518 | Time: 1582.09 ms [2021-10-13 07:13:34 main:574] : INFO : Epoch 1947 | loss: 0.0311353 | val_loss: 0.0311532 | Time: 1596.44 ms [2021-10-13 07:13:35 main:574] : INFO : Epoch 1948 | loss: 0.031135 | val_loss: 0.0311542 | Time: 1549.71 ms [2021-10-13 07:13:37 main:574] : INFO : Epoch 1949 | loss: 0.0311366 | val_loss: 0.0311543 | Time: 1601.01 ms [2021-10-13 07:13:39 main:574] : INFO : Epoch 1950 | loss: 0.0311349 | val_loss: 0.0311516 | Time: 1585.48 ms [2021-10-13 07:13:40 main:574] : INFO : Epoch 1951 | loss: 0.0311351 | val_loss: 0.0311515 | Time: 1579.91 ms [2021-10-13 07:13:42 main:574] : INFO : Epoch 1952 | loss: 0.0311381 | val_loss: 0.0311599 | Time: 1615.51 ms [2021-10-13 07:13:43 main:574] : INFO : Epoch 1953 | loss: 0.0311353 | val_loss: 0.0311503 | Time: 1595.02 ms [2021-10-13 07:13:45 main:574] : INFO : Epoch 1954 | loss: 0.0311331 | val_loss: 0.0311484 | Time: 1620.51 ms [2021-10-13 07:13:47 main:574] : INFO : Epoch 1955 | loss: 0.0311388 | val_loss: 0.0311734 | Time: 1587.41 ms [2021-10-13 07:13:48 main:574] : INFO : Epoch 1956 | loss: 0.0311459 | val_loss: 0.0311714 | Time: 1584.52 ms [2021-10-13 07:13:50 main:574] : INFO : Epoch 1957 | loss: 0.0311408 | val_loss: 0.0311533 | Time: 1527.19 ms [2021-10-13 07:13:51 main:574] : INFO : Epoch 1958 | loss: 0.0311381 | val_loss: 0.0311587 | Time: 1561 ms [2021-10-13 07:13:53 main:574] : INFO : Epoch 1959 | loss: 0.0311386 | val_loss: 0.031161 | Time: 1584.86 ms [2021-10-13 07:13:54 main:574] : INFO : Epoch 1960 | loss: 0.0311344 | val_loss: 0.0311505 | Time: 1579.3 ms [2021-10-13 07:13:56 main:574] : INFO : Epoch 1961 | loss: 0.031132 | val_loss: 0.0311514 | Time: 1573.17 ms [2021-10-13 07:13:58 main:574] : INFO : Epoch 1962 | loss: 0.0311312 | val_loss: 0.0311506 | Time: 1588.15 ms [2021-10-13 07:13:59 main:574] : INFO : Epoch 1963 | loss: 0.0311351 | val_loss: 0.0311515 | Time: 1576.77 ms [2021-10-13 07:14:01 main:574] : INFO : Epoch 1964 | loss: 0.0311335 | val_loss: 0.0311569 | Time: 1615.41 ms [2021-10-13 07:14:02 main:574] : INFO : Epoch 1965 | loss: 0.031136 | val_loss: 0.0311541 | Time: 1581.62 ms [2021-10-13 07:14:04 main:574] : INFO : Epoch 1966 | loss: 0.0311321 | val_loss: 0.0311541 | Time: 1575.26 ms [2021-10-13 07:14:06 main:574] : INFO : Epoch 1967 | loss: 0.0311323 | val_loss: 0.0311506 | Time: 1565.32 ms [2021-10-13 07:14:07 main:574] : INFO : Epoch 1968 | loss: 0.031136 | val_loss: 0.0311498 | Time: 1539.51 ms [2021-10-13 07:14:09 main:574] : INFO : Epoch 1969 | loss: 0.0311361 | val_loss: 0.0311494 | Time: 1583.06 ms [2021-10-13 07:14:10 main:574] : INFO : Epoch 1970 | loss: 0.0311383 | val_loss: 0.0311519 | Time: 1566.26 ms [2021-10-13 07:14:12 main:574] : INFO : Epoch 1971 | loss: 0.0311369 | val_loss: 0.0311542 | Time: 1581.71 ms [2021-10-13 07:14:14 main:574] : INFO : Epoch 1972 | loss: 0.0311362 | val_loss: 0.0311538 | Time: 1615.08 ms [2021-10-13 07:14:15 main:574] : INFO : Epoch 1973 | loss: 0.0311362 | val_loss: 0.0311521 | Time: 1560.22 ms [2021-10-13 07:14:17 main:574] : INFO : Epoch 1974 | loss: 0.0311412 | val_loss: 0.0311516 | Time: 1595.82 ms [2021-10-13 07:14:18 main:574] : INFO : Epoch 1975 | loss: 0.0311376 | val_loss: 0.0311545 | Time: 1601.64 ms [2021-10-13 07:14:20 main:574] : INFO : Epoch 1976 | loss: 0.0311367 | val_loss: 0.0311544 | Time: 1569.91 ms [2021-10-13 07:14:21 main:574] : INFO : Epoch 1977 | loss: 0.031138 | val_loss: 0.0311546 | Time: 1570.58 ms [2021-10-13 07:14:23 main:574] : INFO : Epoch 1978 | loss: 0.0311375 | val_loss: 0.0311544 | Time: 1592.54 ms [2021-10-13 07:14:25 main:574] : INFO : Epoch 1979 | loss: 0.0311375 | val_loss: 0.0311551 | Time: 1582.19 ms [2021-10-13 07:14:26 main:574] : INFO : Epoch 1980 | loss: 0.0311379 | val_loss: 0.0311516 | Time: 1555.59 ms [2021-10-13 07:14:28 main:574] : INFO : Epoch 1981 | loss: 0.0311381 | val_loss: 0.0311535 | Time: 1596.1 ms [2021-10-13 07:14:29 main:574] : INFO : Epoch 1982 | loss: 0.0311358 | val_loss: 0.0311523 | Time: 1575.37 ms [2021-10-13 07:14:31 main:574] : INFO : Epoch 1983 | loss: 0.0311361 | val_loss: 0.0311584 | Time: 1573.97 ms [2021-10-13 07:14:33 main:574] : INFO : Epoch 1984 | loss: 0.0311379 | val_loss: 0.0311535 | Time: 1589.61 ms [2021-10-13 07:14:34 main:574] : INFO : Epoch 1985 | loss: 0.0311358 | val_loss: 0.0311522 | Time: 1593.95 ms [2021-10-13 07:14:36 main:574] : INFO : Epoch 1986 | loss: 0.0311354 | val_loss: 0.0311535 | Time: 1629.98 ms [2021-10-13 07:14:37 main:574] : INFO : Epoch 1987 | loss: 0.031136 | val_loss: 0.0311506 | Time: 1578.73 ms [2021-10-13 07:14:39 main:574] : INFO : Epoch 1988 | loss: 0.0311366 | val_loss: 0.031152 | Time: 1581.8 ms [2021-10-13 07:14:41 main:574] : INFO : Epoch 1989 | loss: 0.0311354 | val_loss: 0.031151 | Time: 1533.17 ms [2021-10-13 07:14:42 main:574] : INFO : Epoch 1990 | loss: 0.0311358 | val_loss: 0.0311515 | Time: 1568.68 ms [2021-10-13 07:14:44 main:574] : INFO : Epoch 1991 | loss: 0.0311387 | val_loss: 0.0311525 | Time: 1574.67 ms [2021-10-13 07:14:45 main:574] : INFO : Epoch 1992 | loss: 0.0311365 | val_loss: 0.0311491 | Time: 1536.21 ms [2021-10-13 07:14:47 main:574] : INFO : Epoch 1993 | loss: 0.0311359 | val_loss: 0.0311526 | Time: 1547.81 ms [2021-10-13 07:14:48 main:574] : INFO : Epoch 1994 | loss: 0.0311367 | val_loss: 0.0311542 | Time: 1581.09 ms [2021-10-13 07:14:50 main:574] : INFO : Epoch 1995 | loss: 0.0311427 | val_loss: 0.031156 | Time: 1564.38 ms [2021-10-13 07:14:52 main:574] : INFO : Epoch 1996 | loss: 0.0311394 | val_loss: 0.0311538 | Time: 1570.1 ms [2021-10-13 07:14:53 main:574] : INFO : Epoch 1997 | loss: 0.0311376 | val_loss: 0.0311528 | Time: 1574.13 ms [2021-10-13 07:14:55 main:574] : INFO : Epoch 1998 | loss: 0.031136 | val_loss: 0.0311561 | Time: 1577.89 ms [2021-10-13 07:14:56 main:574] : INFO : Epoch 1999 | loss: 0.0311358 | val_loss: 0.0311526 | Time: 1596.26 ms [2021-10-13 07:14:58 main:574] : INFO : Epoch 2000 | loss: 0.0311357 | val_loss: 0.0311566 | Time: 1588.19 ms [2021-10-13 07:15:00 main:574] : INFO : Epoch 2001 | loss: 0.0311361 | val_loss: 0.0311528 | Time: 1601.2 ms [2021-10-13 07:15:01 main:574] : INFO : Epoch 2002 | loss: 0.0311437 | val_loss: 0.0311522 | Time: 1544.48 ms [2021-10-13 07:15:03 main:574] : INFO : Epoch 2003 | loss: 0.0311428 | val_loss: 0.031166 | Time: 1558.4 ms [2021-10-13 07:15:04 main:574] : INFO : Epoch 2004 | loss: 0.03114 | val_loss: 0.0311534 | Time: 1585.36 ms [2021-10-13 07:15:06 main:574] : INFO : Epoch 2005 | loss: 0.0311353 | val_loss: 0.0311561 | Time: 1591.17 ms [2021-10-13 07:15:07 main:574] : INFO : Epoch 2006 | loss: 0.0311357 | val_loss: 0.0311519 | Time: 1588.51 ms [2021-10-13 07:15:09 main:574] : INFO : Epoch 2007 | loss: 0.0311355 | val_loss: 0.0311525 | Time: 1585.73 ms [2021-10-13 07:15:11 main:574] : INFO : Epoch 2008 | loss: 0.0311401 | val_loss: 0.0311516 | Time: 1593.29 ms [2021-10-13 07:15:12 main:574] : INFO : Epoch 2009 | loss: 0.0311364 | val_loss: 0.0311549 | Time: 1594.62 ms [2021-10-13 07:15:14 main:574] : INFO : Epoch 2010 | loss: 0.0311363 | val_loss: 0.0311516 | Time: 1606.04 ms [2021-10-13 07:15:15 main:574] : INFO : Epoch 2011 | loss: 0.0311353 | val_loss: 0.0311539 | Time: 1560.76 ms [2021-10-13 07:15:17 main:574] : INFO : Epoch 2012 | loss: 0.0311371 | val_loss: 0.0311504 | Time: 1583.07 ms [2021-10-13 07:15:19 main:574] : INFO : Epoch 2013 | loss: 0.0311363 | val_loss: 0.0311542 | Time: 1580.45 ms [2021-10-13 07:15:20 main:574] : INFO : Epoch 2014 | loss: 0.0311387 | val_loss: 0.0311498 | Time: 1569.9 ms [2021-10-13 07:15:22 main:574] : INFO : Epoch 2015 | loss: 0.0311363 | val_loss: 0.0311494 | Time: 1578.54 ms [2021-10-13 07:15:23 main:574] : INFO : Epoch 2016 | loss: 0.0311362 | val_loss: 0.0311474 | Time: 1566.35 ms [2021-10-13 07:15:25 main:574] : INFO : Epoch 2017 | loss: 0.031136 | val_loss: 0.0311501 | Time: 1589.87 ms [2021-10-13 07:15:27 main:574] : INFO : Epoch 2018 | loss: 0.0311395 | val_loss: 0.0311538 | Time: 1603.68 ms [2021-10-13 07:15:28 main:574] : INFO : Epoch 2019 | loss: 0.0311367 | val_loss: 0.0311497 | Time: 1605.05 ms [2021-10-13 07:15:30 main:574] : INFO : Epoch 2020 | loss: 0.0311348 | val_loss: 0.0311491 | Time: 1592.82 ms [2021-10-13 07:15:31 main:574] : INFO : Epoch 2021 | loss: 0.0311347 | val_loss: 0.0311506 | Time: 1579.97 ms [2021-10-13 07:15:33 main:574] : INFO : Epoch 2022 | loss: 0.0311349 | val_loss: 0.0311491 | Time: 1595.93 ms [2021-10-13 07:15:35 main:574] : INFO : Epoch 2023 | loss: 0.0311389 | val_loss: 0.0311493 | Time: 1593.27 ms [2021-10-13 07:15:36 main:574] : INFO : Epoch 2024 | loss: 0.0311331 | val_loss: 0.0311503 | Time: 1590.9 ms [2021-10-13 07:15:38 main:574] : INFO : Epoch 2025 | loss: 0.0311354 | val_loss: 0.0311524 | Time: 1567.01 ms [2021-10-13 07:15:39 main:574] : INFO : Epoch 2026 | loss: 0.0311326 | val_loss: 0.0311506 | Time: 1581.17 ms [2021-10-13 07:15:41 main:574] : INFO : Epoch 2027 | loss: 0.0311324 | val_loss: 0.0311487 | Time: 1554.34 ms [2021-10-13 07:15:42 main:574] : INFO : Epoch 2028 | loss: 0.0311327 | val_loss: 0.0311509 | Time: 1564.81 ms [2021-10-13 07:15:44 main:574] : INFO : Epoch 2029 | loss: 0.0311323 | val_loss: 0.0311495 | Time: 1569.25 ms [2021-10-13 07:15:46 main:574] : INFO : Epoch 2030 | loss: 0.031134 | val_loss: 0.0311531 | Time: 1567.26 ms [2021-10-13 07:15:47 main:574] : INFO : Epoch 2031 | loss: 0.0311337 | val_loss: 0.0311523 | Time: 1593.77 ms [2021-10-13 07:15:49 main:574] : INFO : Epoch 2032 | loss: 0.0311367 | val_loss: 0.0311525 | Time: 1531.71 ms [2021-10-13 07:15:50 main:574] : INFO : Epoch 2033 | loss: 0.031137 | val_loss: 0.0311694 | Time: 1598.29 ms [2021-10-13 07:15:52 main:574] : INFO : Epoch 2034 | loss: 0.0311399 | val_loss: 0.0311552 | Time: 1589.94 ms [2021-10-13 07:15:54 main:574] : INFO : Epoch 2035 | loss: 0.0311397 | val_loss: 0.0311563 | Time: 1607.2 ms [2021-10-13 07:15:55 main:574] : INFO : Epoch 2036 | loss: 0.0311366 | val_loss: 0.031151 | Time: 1593.07 ms [2021-10-13 07:15:57 main:574] : INFO : Epoch 2037 | loss: 0.0311366 | val_loss: 0.0311518 | Time: 1569.14 ms [2021-10-13 07:15:58 main:574] : INFO : Epoch 2038 | loss: 0.0311379 | val_loss: 0.0311526 | Time: 1568.74 ms [2021-10-13 07:16:00 main:574] : INFO : Epoch 2039 | loss: 0.0311379 | val_loss: 0.0311507 | Time: 1619.19 ms [2021-10-13 07:16:02 main:574] : INFO : Epoch 2040 | loss: 0.0311375 | val_loss: 0.0311531 | Time: 1547.77 ms [2021-10-13 07:16:03 main:574] : INFO : Epoch 2041 | loss: 0.0311381 | val_loss: 0.0311528 | Time: 1568.86 ms [2021-10-13 07:16:05 main:574] : INFO : Epoch 2042 | loss: 0.0311364 | val_loss: 0.0311509 | Time: 1583.07 ms [2021-10-13 07:16:06 main:574] : INFO : Epoch 2043 | loss: 0.0311345 | val_loss: 0.0311513 | Time: 1585 ms [2021-10-13 07:16:08 main:574] : INFO : Epoch 2044 | loss: 0.0311335 | val_loss: 0.0311501 | Time: 1586.18 ms [2021-10-13 07:16:09 main:574] : INFO : Epoch 2045 | loss: 0.0311334 | val_loss: 0.0311493 | Time: 1571.66 ms [2021-10-13 07:16:11 main:574] : INFO : Epoch 2046 | loss: 0.0311348 | val_loss: 0.0311508 | Time: 1592.78 ms [2021-10-13 07:16:13 main:574] : INFO : Epoch 2047 | loss: 0.0311348 | val_loss: 0.0311562 | Time: 1572.73 ms [2021-10-13 07:16:14 main:574] : INFO : Epoch 2048 | loss: 0.0311355 | val_loss: 0.0311505 | Time: 1583.69 ms [2021-10-13 07:16:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311505 [2021-10-13 07:16:14 main:603] : INFO : Saving end state to config to file [2021-10-13 07:16:14 main:608] : INFO : Success, exiting.. 07:16:14 (10232): 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)