Task 5315237
| Name | ParityMachine-1622597648-22242-3_0 |
| Workunit | 3198351 |
| Created | 9 Jun 2021, 1:29:23 UTC |
| Sent | 13 Jun 2021, 19:47:25 UTC |
| Report deadline | 20 Jun 2021, 19:47:25 UTC |
| Received | 14 Jun 2021, 0:32:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 43 sec |
| CPU time | 55 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311397 | val_loss: 0.0311603 | Time: 1632.63 ms
[2021-06-13 20:08:43 main:581] : INFO : Epoch 1539 | loss: 0.0311401 | val_loss: 0.0311606 | Time: 1627.16 ms
[2021-06-13 20:08:44 main:581] : INFO : Epoch 1540 | loss: 0.031144 | val_loss: 0.0311582 | Time: 1629.13 ms
[2021-06-13 20:08:46 main:581] : INFO : Epoch 1541 | loss: 0.0311423 | val_loss: 0.0311615 | Time: 1620.56 ms
[2021-06-13 20:08:48 main:581] : INFO : Epoch 1542 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 1642.36 ms
[2021-06-13 20:08:49 main:581] : INFO : Epoch 1543 | loss: 0.0311411 | val_loss: 0.0311591 | Time: 1623.3 ms
[2021-06-13 20:08:51 main:581] : INFO : Epoch 1544 | loss: 0.0311407 | val_loss: 0.0311635 | Time: 1614.4 ms
[2021-06-13 20:08:53 main:581] : INFO : Epoch 1545 | loss: 0.0311415 | val_loss: 0.0311619 | Time: 1624.3 ms
[2021-06-13 20:08:54 main:581] : INFO : Epoch 1546 | loss: 0.031139 | val_loss: 0.0311604 | Time: 1624.26 ms
[2021-06-13 20:08:56 main:581] : INFO : Epoch 1547 | loss: 0.0311397 | val_loss: 0.031164 | Time: 1632.67 ms
[2021-06-13 20:08:57 main:581] : INFO : Epoch 1548 | loss: 0.0311508 | val_loss: 0.0311649 | Time: 1632.68 ms
[2021-06-13 20:08:59 main:581] : INFO : Epoch 1549 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 1626.16 ms
[2021-06-13 20:09:01 main:581] : INFO : Epoch 1550 | loss: 0.0311489 | val_loss: 0.0311637 | Time: 1640.88 ms
[2021-06-13 20:09:02 main:581] : INFO : Epoch 1551 | loss: 0.0311496 | val_loss: 0.0311621 | Time: 1605.22 ms
[2021-06-13 20:09:04 main:581] : INFO : Epoch 1552 | loss: 0.0311488 | val_loss: 0.0311616 | Time: 1618.74 ms
[2021-06-13 20:09:06 main:581] : INFO : Epoch 1553 | loss: 0.0311482 | val_loss: 0.0311634 | Time: 1616.75 ms
[2021-06-13 20:09:07 main:581] : INFO : Epoch 1554 | loss: 0.0311469 | val_loss: 0.0311593 | Time: 1618.13 ms
[2021-06-13 20:09:09 main:581] : INFO : Epoch 1555 | loss: 0.0311456 | val_loss: 0.0311588 | Time: 1621.11 ms
[2021-06-13 20:09:10 main:581] : INFO : Epoch 1556 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 1622.21 ms
[2021-06-13 20:09:12 main:581] : INFO : Epoch 1557 | loss: 0.0311453 | val_loss: 0.0311644 | Time: 1614.88 ms
[2021-06-13 20:09:14 main:581] : INFO : Epoch 1558 | loss: 0.0311443 | val_loss: 0.0311661 | Time: 1617.66 ms
[2021-06-13 20:09:15 main:581] : INFO : Epoch 1559 | loss: 0.0311454 | val_loss: 0.0311607 | Time: 1617.72 ms
[2021-06-13 20:09:17 main:581] : INFO : Epoch 1560 | loss: 0.0311467 | val_loss: 0.031163 | Time: 1618.64 ms
[2021-06-13 20:09:18 main:581] : INFO : Epoch 1561 | loss: 0.0311491 | val_loss: 0.0311665 | Time: 1621.19 ms
[2021-06-13 20:09:20 main:581] : INFO : Epoch 1562 | loss: 0.0311468 | val_loss: 0.0311599 | Time: 1623.05 ms
[2021-06-13 20:09:22 main:581] : INFO : Epoch 1563 | loss: 0.0311449 | val_loss: 0.0311584 | Time: 1613.95 ms
[2021-06-13 20:09:23 main:581] : INFO : Epoch 1564 | loss: 0.0311446 | val_loss: 0.0311594 | Time: 1620.15 ms
[2021-06-13 20:09:25 main:581] : INFO : Epoch 1565 | loss: 0.031144 | val_loss: 0.0311591 | Time: 1615.62 ms
[2021-06-13 20:09:27 main:581] : INFO : Epoch 1566 | loss: 0.0311429 | val_loss: 0.0311683 | Time: 1618.4 ms
[2021-06-13 20:09:28 main:581] : INFO : Epoch 1567 | loss: 0.0311454 | val_loss: 0.0311581 | Time: 1612.41 ms
[2021-06-13 20:09:30 main:581] : INFO : Epoch 1568 | loss: 0.0311426 | val_loss: 0.0311602 | Time: 1621.53 ms
[2021-06-13 20:09:31 main:581] : INFO : Epoch 1569 | loss: 0.0311436 | val_loss: 0.0311628 | Time: 1622.47 ms
[2021-06-13 20:09:33 main:581] : INFO : Epoch 1570 | loss: 0.0311455 | val_loss: 0.0311643 | Time: 1617.77 ms
[2021-06-13 20:09:35 main:581] : INFO : Epoch 1571 | loss: 0.0311415 | val_loss: 0.0311592 | Time: 1615.67 ms
[2021-06-13 20:09:36 main:581] : INFO : Epoch 1572 | loss: 0.031142 | val_loss: 0.0311607 | Time: 1612.3 ms
[2021-06-13 20:09:38 main:581] : INFO : Epoch 1573 | loss: 0.0311403 | val_loss: 0.0311623 | Time: 1617.63 ms
[2021-06-13 20:09:39 main:581] : INFO : Epoch 1574 | loss: 0.0311404 | val_loss: 0.0311601 | Time: 1619.53 ms
[2021-06-13 20:09:41 main:581] : INFO : Epoch 1575 | loss: 0.0311416 | val_loss: 0.0311601 | Time: 1615.65 ms
[2021-06-13 20:09:43 main:581] : INFO : Epoch 1576 | loss: 0.0311408 | val_loss: 0.0311606 | Time: 1619.24 ms
[2021-06-13 20:09:44 main:581] : INFO : Epoch 1577 | loss: 0.0311428 | val_loss: 0.031159 | Time: 1614.73 ms
[2021-06-13 20:09:46 main:581] : INFO : Epoch 1578 | loss: 0.0311424 | val_loss: 0.0311605 | Time: 1613.72 ms
[2021-06-13 20:09:48 main:581] : INFO : Epoch 1579 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 1614.1 ms
[2021-06-13 20:09:49 main:581] : INFO : Epoch 1580 | loss: 0.0311405 | val_loss: 0.0311643 | Time: 1626.03 ms
[2021-06-13 20:09:51 main:581] : INFO : Epoch 1581 | loss: 0.0311404 | val_loss: 0.0311612 | Time: 1624.41 ms
[2021-06-13 20:09:52 main:581] : INFO : Epoch 1582 | loss: 0.03114 | val_loss: 0.0311592 | Time: 1626.39 ms
[2021-06-13 20:09:54 main:581] : INFO : Epoch 1583 | loss: 0.0311452 | val_loss: 0.031168 | Time: 1614.75 ms
[2021-06-13 20:09:56 main:581] : INFO : Epoch 1584 | loss: 0.0311442 | val_loss: 0.0311618 | Time: 1635.77 ms
[2021-06-13 20:09:57 main:581] : INFO : Epoch 1585 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 1636.52 ms
[2021-06-13 20:09:59 main:581] : INFO : Epoch 1586 | loss: 0.031141 | val_loss: 0.0311617 | Time: 1627.91 ms
[2021-06-13 20:10:01 main:581] : INFO : Epoch 1587 | loss: 0.0311427 | val_loss: 0.0311612 | Time: 1625.27 ms
[2021-06-13 20:10:02 main:581] : INFO : Epoch 1588 | loss: 0.0311397 | val_loss: 0.0311602 | Time: 1615.19 ms
[2021-06-13 20:10:04 main:581] : INFO : Epoch 1589 | loss: 0.0311398 | val_loss: 0.0311628 | Time: 1625.8 ms
[2021-06-13 20:10:05 main:581] : INFO : Epoch 1590 | loss: 0.0311381 | val_loss: 0.0311597 | Time: 1634.13 ms
[2021-06-13 20:10:07 main:581] : INFO : Epoch 1591 | loss: 0.0311383 | val_loss: 0.0311593 | Time: 1615.99 ms
[2021-06-13 20:10:09 main:581] : INFO : Epoch 1592 | loss: 0.0311394 | val_loss: 0.0311658 | Time: 1598.96 ms
[2021-06-13 20:10:10 main:581] : INFO : Epoch 1593 | loss: 0.0311399 | val_loss: 0.0311603 | Time: 1613.39 ms
[2021-06-13 20:10:12 main:581] : INFO : Epoch 1594 | loss: 0.0311392 | val_loss: 0.0311599 | Time: 1646.3 ms
[2021-06-13 20:10:14 main:581] : INFO : Epoch 1595 | loss: 0.0311401 | val_loss: 0.0311588 | Time: 1646.98 ms
[2021-06-13 20:10:15 main:581] : INFO : Epoch 1596 | loss: 0.0311398 | val_loss: 0.0311649 | Time: 1603.81 ms
[2021-06-13 20:10:17 main:581] : INFO : Epoch 1597 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 1631.26 ms
[2021-06-13 20:10:18 main:581] : INFO : Epoch 1598 | loss: 0.0311415 | val_loss: 0.0311626 | Time: 1636.92 ms
[2021-06-13 20:10:20 main:581] : INFO : Epoch 1599 | loss: 0.0311406 | val_loss: 0.0311631 | Time: 1621.62 ms
[2021-06-13 20:10:22 main:581] : INFO : Epoch 1600 | loss: 0.0311408 | val_loss: 0.0311614 | Time: 1646.06 ms
[2021-06-13 20:10:23 main:581] : INFO : Epoch 1601 | loss: 0.0311416 | val_loss: 0.0311628 | Time: 1616.56 ms
[2021-06-13 20:10:25 main:581] : INFO : Epoch 1602 | loss: 0.0311394 | val_loss: 0.0311637 | Time: 1628.63 ms
[2021-06-13 20:10:27 main:581] : INFO : Epoch 1603 | loss: 0.031141 | val_loss: 0.0311603 | Time: 1630.19 ms
[2021-06-13 20:10:28 main:581] : INFO : Epoch 1604 | loss: 0.0311447 | val_loss: 0.0311629 | Time: 1631.52 ms
[2021-06-13 20:10:30 main:581] : INFO : Epoch 1605 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 1633.93 ms
[2021-06-13 20:10:31 main:581] : INFO : Epoch 1606 | loss: 0.0311441 | val_loss: 0.0311689 | Time: 1624.74 ms
[2021-06-13 20:10:33 main:581] : INFO : Epoch 1607 | loss: 0.0311449 | val_loss: 0.0311612 | Time: 1618.37 ms
[2021-06-13 20:10:35 main:581] : INFO : Epoch 1608 | loss: 0.0311435 | val_loss: 0.0311625 | Time: 1635.77 ms
[2021-06-13 20:10:36 main:581] : INFO : Epoch 1609 | loss: 0.0311412 | val_loss: 0.0311608 | Time: 1634.76 ms
[2021-06-13 20:10:38 main:581] : INFO : Epoch 1610 | loss: 0.0311417 | val_loss: 0.0311595 | Time: 1634.13 ms
[2021-06-13 20:10:40 main:581] : INFO : Epoch 1611 | loss: 0.0311417 | val_loss: 0.0311583 | Time: 1626.64 ms
[2021-06-13 20:10:41 main:581] : INFO : Epoch 1612 | loss: 0.031142 | val_loss: 0.0311623 | Time: 1618.23 ms
[2021-06-13 20:10:43 main:581] : INFO : Epoch 1613 | loss: 0.0311394 | val_loss: 0.0311591 | Time: 1624.55 ms
[2021-06-13 20:10:45 main:581] : INFO : Epoch 1614 | loss: 0.0311409 | val_loss: 0.0311608 | Time: 1622.34 ms
[2021-06-13 20:10:46 main:581] : INFO : Epoch 1615 | loss: 0.0311418 | val_loss: 0.0311605 | Time: 1632.57 ms
[2021-06-13 20:10:48 main:581] : INFO : Epoch 1616 | loss: 0.0311403 | val_loss: 0.0311611 | Time: 1629.64 ms
[2021-06-13 20:10:49 main:581] : INFO : Epoch 1617 | loss: 0.0311388 | val_loss: 0.0311618 | Time: 1639.44 ms
[2021-06-13 20:10:51 main:581] : INFO : Epoch 1618 | loss: 0.0311384 | val_loss: 0.0311617 | Time: 1606.49 ms
[2021-06-13 20:10:53 main:581] : INFO : Epoch 1619 | loss: 0.0311379 | val_loss: 0.0311601 | Time: 1634.19 ms
[2021-06-13 20:10:54 main:581] : INFO : Epoch 1620 | loss: 0.0311409 | val_loss: 0.0311691 | Time: 1635 ms
[2021-06-13 20:10:56 main:581] : INFO : Epoch 1621 | loss: 0.0311425 | val_loss: 0.0311606 | Time: 1628.1 ms
[2021-06-13 20:10:58 main:581] : INFO : Epoch 1622 | loss: 0.0311449 | val_loss: 0.0311655 | Time: 1626.21 ms
[2021-06-13 20:10:59 main:581] : INFO : Epoch 1623 | loss: 0.0311444 | val_loss: 0.0311616 | Time: 1622.37 ms
[2021-06-13 20:11:01 main:581] : INFO : Epoch 1624 | loss: 0.0311427 | val_loss: 0.0311571 | Time: 1643.87 ms
[2021-06-13 20:11:02 main:581] : INFO : Epoch 1625 | loss: 0.0311413 | val_loss: 0.0311635 | Time: 1614.8 ms
[2021-06-13 20:11:04 main:581] : INFO : Epoch 1626 | loss: 0.0311425 | val_loss: 0.031164 | Time: 1628.1 ms
[2021-06-13 20:11:06 main:581] : INFO : Epoch 1627 | loss: 0.0311439 | val_loss: 0.0311656 | Time: 1632.37 ms
[2021-06-13 20:11:07 main:581] : INFO : Epoch 1628 | loss: 0.0311412 | val_loss: 0.0311613 | Time: 1636.94 ms
[2021-06-13 20:11:09 main:581] : INFO : Epoch 1629 | loss: 0.0311421 | val_loss: 0.0311617 | Time: 1616.18 ms
[2021-06-13 20:11:11 main:581] : INFO : Epoch 1630 | loss: 0.0311414 | val_loss: 0.0311584 | Time: 1613.25 ms
[2021-06-13 20:11:12 main:581] : INFO : Epoch 1631 | loss: 0.031142 | val_loss: 0.0311614 | Time: 1619.71 ms
[2021-06-13 20:11:14 main:581] : INFO : Epoch 1632 | loss: 0.0311411 | val_loss: 0.0311623 | Time: 1623.11 ms
[2021-06-13 20:11:15 main:581] : INFO : Epoch 1633 | loss: 0.0311454 | val_loss: 0.0311628 | Time: 1625.05 ms
[2021-06-13 20:11:17 main:581] : INFO : Epoch 1634 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 1623.54 ms
[2021-06-13 20:11:19 main:581] : INFO : Epoch 1635 | loss: 0.0311427 | val_loss: 0.0311611 | Time: 1622.6 ms
[2021-06-13 20:11:20 main:581] : INFO : Epoch 1636 | loss: 0.0311401 | val_loss: 0.031162 | Time: 1634.27 ms
[2021-06-13 20:11:22 main:581] : INFO : Epoch 1637 | loss: 0.0311398 | val_loss: 0.0311606 | Time: 1622.74 ms
[2021-06-13 20:11:24 main:581] : INFO : Epoch 1638 | loss: 0.0311389 | val_loss: 0.0311593 | Time: 1626.03 ms
[2021-06-13 20:11:25 main:581] : INFO : Epoch 1639 | loss: 0.0311401 | val_loss: 0.0311641 | Time: 1631.12 ms
[2021-06-13 20:11:27 main:581] : INFO : Epoch 1640 | loss: 0.0311411 | val_loss: 0.0311648 | Time: 1623.29 ms
[2021-06-13 20:11:28 main:581] : INFO : Epoch 1641 | loss: 0.0311406 | val_loss: 0.0311606 | Time: 1638.6 ms
[2021-06-13 20:11:30 main:581] : INFO : Epoch 1642 | loss: 0.0311388 | val_loss: 0.0311608 | Time: 1631.4 ms
[2021-06-13 20:11:32 main:581] : INFO : Epoch 1643 | loss: 0.0311394 | val_loss: 0.0311656 | Time: 1614.91 ms
[2021-06-13 20:11:33 main:581] : INFO : Epoch 1644 | loss: 0.0311417 | val_loss: 0.0311605 | Time: 1619.37 ms
[2021-06-13 20:11:35 main:581] : INFO : Epoch 1645 | loss: 0.0311401 | val_loss: 0.0311587 | Time: 1616.25 ms
[2021-06-13 20:11:37 main:581] : INFO : Epoch 1646 | loss: 0.0311404 | val_loss: 0.0311618 | Time: 1620.4 ms
[2021-06-13 20:11:38 main:581] : INFO : Epoch 1647 | loss: 0.0311397 | val_loss: 0.0311598 | Time: 1605.7 ms
[2021-06-13 20:11:40 main:581] : INFO : Epoch 1648 | loss: 0.0311497 | val_loss: 0.0311665 | Time: 1629.02 ms
[2021-06-13 20:11:41 main:581] : INFO : Epoch 1649 | loss: 0.0311507 | val_loss: 0.0311607 | Time: 1621.66 ms
[2021-06-13 20:11:43 main:581] : INFO : Epoch 1650 | loss: 0.0311488 | val_loss: 0.0311616 | Time: 1628.26 ms
[2021-06-13 20:11:45 main:581] : INFO : Epoch 1651 | loss: 0.0311471 | val_loss: 0.0311622 | Time: 1639.84 ms
[2021-06-13 20:11:46 main:581] : INFO : Epoch 1652 | loss: 0.031146 | val_loss: 0.0311676 | Time: 1638.02 ms
[2021-06-13 20:11:48 main:581] : INFO : Epoch 1653 | loss: 0.031146 | val_loss: 0.0311622 | Time: 1625.37 ms
[2021-06-13 20:11:50 main:581] : INFO : Epoch 1654 | loss: 0.0311449 | val_loss: 0.031162 | Time: 1643.8 ms
[2021-06-13 20:11:51 main:581] : INFO : Epoch 1655 | loss: 0.0311432 | val_loss: 0.0311645 | Time: 1625.15 ms
[2021-06-13 20:11:53 main:581] : INFO : Epoch 1656 | loss: 0.031143 | val_loss: 0.0311624 | Time: 1617.89 ms
[2021-06-13 20:11:54 main:581] : INFO : Epoch 1657 | loss: 0.0311413 | val_loss: 0.0311631 | Time: 1623.84 ms
[2021-06-13 20:11:56 main:581] : INFO : Epoch 1658 | loss: 0.0311419 | val_loss: 0.0311592 | Time: 1624.28 ms
[2021-06-13 20:11:58 main:581] : INFO : Epoch 1659 | loss: 0.0311409 | val_loss: 0.0311642 | Time: 1617.83 ms
[2021-06-13 20:11:59 main:581] : INFO : Epoch 1660 | loss: 0.0311416 | val_loss: 0.0311593 | Time: 1622.73 ms
[2021-06-13 20:12:01 main:581] : INFO : Epoch 1661 | loss: 0.0311416 | val_loss: 0.0311631 | Time: 1651.88 ms
[2021-06-13 20:12:03 main:581] : INFO : Epoch 1662 | loss: 0.0311419 | val_loss: 0.0311582 | Time: 1618.22 ms
[2021-06-13 20:12:04 main:581] : INFO : Epoch 1663 | loss: 0.0311424 | val_loss: 0.0311674 | Time: 1632.21 ms
[2021-06-13 20:12:06 main:581] : INFO : Epoch 1664 | loss: 0.0311422 | val_loss: 0.0311605 | Time: 1635.65 ms
[2021-06-13 20:12:07 main:581] : INFO : Epoch 1665 | loss: 0.0311415 | val_loss: 0.0311644 | Time: 1630.86 ms
[2021-06-13 20:12:09 main:581] : INFO : Epoch 1666 | loss: 0.0311434 | val_loss: 0.0311607 | Time: 1625.61 ms
[2021-06-13 20:12:11 main:581] : INFO : Epoch 1667 | loss: 0.0311409 | val_loss: 0.0311616 | Time: 1632.11 ms
[2021-06-13 20:12:12 main:581] : INFO : Epoch 1668 | loss: 0.0311445 | val_loss: 0.031161 | Time: 1639.15 ms
[2021-06-13 20:12:14 main:581] : INFO : Epoch 1669 | loss: 0.0311465 | val_loss: 0.0311632 | Time: 1654.84 ms
[2021-06-13 20:12:16 main:581] : INFO : Epoch 1670 | loss: 0.0311444 | val_loss: 0.0311593 | Time: 1623.12 ms
[2021-06-13 20:12:17 main:581] : INFO : Epoch 1671 | loss: 0.031142 | val_loss: 0.0311587 | Time: 1615.01 ms
[2021-06-13 20:12:19 main:581] : INFO : Epoch 1672 | loss: 0.0311413 | val_loss: 0.0311581 | Time: 1623.05 ms
[2021-06-13 20:12:21 main:581] : INFO : Epoch 1673 | loss: 0.0311412 | val_loss: 0.0311602 | Time: 1628.51 ms
[2021-06-13 20:12:22 main:581] : INFO : Epoch 1674 | loss: 0.0311409 | val_loss: 0.0311576 | Time: 1627.74 ms
[2021-06-13 20:12:24 main:581] : INFO : Epoch 1675 | loss: 0.0311403 | val_loss: 0.0311588 | Time: 1616.49 ms
[2021-06-13 20:12:25 main:581] : INFO : Epoch 1676 | loss: 0.0311424 | val_loss: 0.0311624 | Time: 1621.66 ms
[2021-06-13 20:12:27 main:581] : INFO : Epoch 1677 | loss: 0.0311429 | val_loss: 0.0311619 | Time: 1624.4 ms
[2021-06-13 20:12:29 main:581] : INFO : Epoch 1678 | loss: 0.0311456 | val_loss: 0.0311605 | Time: 1626.34 ms
[2021-06-13 20:12:30 main:581] : INFO : Epoch 1679 | loss: 0.031146 | val_loss: 0.0311634 | Time: 1630.15 ms
[2021-06-13 20:12:32 main:581] : INFO : Epoch 1680 | loss: 0.0311438 | val_loss: 0.0311631 | Time: 1629.16 ms
[2021-06-13 20:12:34 main:581] : INFO : Epoch 1681 | loss: 0.0311421 | val_loss: 0.0311621 | Time: 1634.95 ms
[2021-06-13 20:12:35 main:581] : INFO : Epoch 1682 | loss: 0.0311441 | val_loss: 0.0311619 | Time: 1636.05 ms
[2021-06-13 20:12:37 main:581] : INFO : Epoch 1683 | loss: 0.0311414 | val_loss: 0.0311598 | Time: 1629.4 ms
[2021-06-13 20:12:38 main:581] : INFO : Epoch 1684 | loss: 0.0311416 | val_loss: 0.0311662 | Time: 1622.04 ms
[2021-06-13 20:12:40 main:581] : INFO : Epoch 1685 | loss: 0.0311414 | val_loss: 0.0311598 | Time: 1632.66 ms
[2021-06-13 20:12:42 main:581] : INFO : Epoch 1686 | loss: 0.0311407 | val_loss: 0.0311618 | Time: 1636.1 ms
[2021-06-13 20:12:43 main:581] : INFO : Epoch 1687 | loss: 0.0311412 | val_loss: 0.0311628 | Time: 1629.1 ms
[2021-06-13 20:12:45 main:581] : INFO : Epoch 1688 | loss: 0.0311402 | val_loss: 0.0311633 | Time: 1633.13 ms
[2021-06-13 20:12:47 main:581] : INFO : Epoch 1689 | loss: 0.0311398 | val_loss: 0.0311578 | Time: 1639.35 ms
[2021-06-13 20:12:48 main:581] : INFO : Epoch 1690 | loss: 0.0311396 | val_loss: 0.0311619 | Time: 1626.93 ms
[2021-06-13 20:12:50 main:581] : INFO : Epoch 1691 | loss: 0.0311399 | val_loss: 0.0311624 | Time: 1627.05 ms
[2021-06-13 20:12:51 main:581] : INFO : Epoch 1692 | loss: 0.0311423 | val_loss: 0.0311619 | Time: 1640.06 ms
[2021-06-13 20:12:53 main:581] : INFO : Epoch 1693 | loss: 0.0311431 | val_loss: 0.0311618 | Time: 1627.82 ms
[2021-06-13 20:12:55 main:581] : INFO : Epoch 1694 | loss: 0.0311405 | val_loss: 0.0311615 | Time: 1624.62 ms
[2021-06-13 20:12:56 main:581] : INFO : Epoch 1695 | loss: 0.0311395 | val_loss: 0.0311602 | Time: 1638.17 ms
[2021-06-13 20:12:58 main:581] : INFO : Epoch 1696 | loss: 0.0311398 | val_loss: 0.0311621 | Time: 1633.93 ms
[2021-06-13 20:13:00 main:581] : INFO : Epoch 1697 | loss: 0.0311381 | val_loss: 0.031162 | Time: 1631.35 ms
[2021-06-13 20:13:01 main:581] : INFO : Epoch 1698 | loss: 0.0311399 | val_loss: 0.0311652 | Time: 1630.96 ms
[2021-06-13 20:13:03 main:581] : INFO : Epoch 1699 | loss: 0.0311407 | val_loss: 0.0311603 | Time: 1627.88 ms
[2021-06-13 20:13:05 main:581] : INFO : Epoch 1700 | loss: 0.0311407 | val_loss: 0.0311609 | Time: 1620.07 ms
[2021-06-13 20:13:06 main:581] : INFO : Epoch 1701 | loss: 0.0311501 | val_loss: 0.031165 | Time: 1609.23 ms
[2021-06-13 20:13:08 main:581] : INFO : Epoch 1702 | loss: 0.031147 | val_loss: 0.0311645 | Time: 1631.55 ms
[2021-06-13 20:13:09 main:581] : INFO : Epoch 1703 | loss: 0.0311483 | val_loss: 0.0311659 | Time: 1618.71 ms
[2021-06-13 20:13:11 main:581] : INFO : Epoch 1704 | loss: 0.03115 | val_loss: 0.0311622 | Time: 1618.95 ms
[2021-06-13 20:13:13 main:581] : INFO : Epoch 1705 | loss: 0.0311501 | val_loss: 0.0311642 | Time: 1622.94 ms
[2021-06-13 20:13:14 main:581] : INFO : Epoch 1706 | loss: 0.0311485 | val_loss: 0.0311665 | Time: 1622.18 ms
[2021-06-13 20:13:16 main:581] : INFO : Epoch 1707 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 1627.39 ms
[2021-06-13 20:13:18 main:581] : INFO : Epoch 1708 | loss: 0.0311451 | val_loss: 0.0311628 | Time: 1646.63 ms
[2021-06-13 20:13:19 main:581] : INFO : Epoch 1709 | loss: 0.0311442 | val_loss: 0.0311614 | Time: 1648.56 ms
[2021-06-13 20:13:21 main:581] : INFO : Epoch 1710 | loss: 0.0311461 | val_loss: 0.0311611 | Time: 1634.15 ms
[2021-06-13 20:13:22 main:581] : INFO : Epoch 1711 | loss: 0.0311429 | val_loss: 0.0311628 | Time: 1618.93 ms
[2021-06-13 20:13:24 main:581] : INFO : Epoch 1712 | loss: 0.031145 | val_loss: 0.0311647 | Time: 1624.99 ms
[2021-06-13 20:13:26 main:581] : INFO : Epoch 1713 | loss: 0.031145 | val_loss: 0.031166 | Time: 1630.85 ms
[2021-06-13 20:13:27 main:581] : INFO : Epoch 1714 | loss: 0.0311452 | val_loss: 0.03116 | Time: 1630.43 ms
[2021-06-13 20:13:29 main:581] : INFO : Epoch 1715 | loss: 0.031147 | val_loss: 0.0311627 | Time: 1630.46 ms
[2021-06-13 20:13:31 main:581] : INFO : Epoch 1716 | loss: 0.0311468 | val_loss: 0.0311593 | Time: 1648.67 ms
[2021-06-13 20:13:32 main:581] : INFO : Epoch 1717 | loss: 0.031143 | val_loss: 0.0311652 | Time: 1655.75 ms
[2021-06-13 20:13:34 main:581] : INFO : Epoch 1718 | loss: 0.0311468 | val_loss: 0.0311602 | Time: 1655.39 ms
[2021-06-13 20:13:36 main:581] : INFO : Epoch 1719 | loss: 0.0311435 | val_loss: 0.0311627 | Time: 1619.61 ms
[2021-06-13 20:13:37 main:581] : INFO : Epoch 1720 | loss: 0.0311448 | val_loss: 0.0311589 | Time: 1629.01 ms
[2021-06-13 20:13:39 main:581] : INFO : Epoch 1721 | loss: 0.0311607 | val_loss: 0.0311656 | Time: 1634.82 ms
[2021-06-13 20:13:40 main:581] : INFO : Epoch 1722 | loss: 0.0311524 | val_loss: 0.0311683 | Time: 1618.52 ms
[2021-06-13 20:13:42 main:581] : INFO : Epoch 1723 | loss: 0.0311478 | val_loss: 0.0311631 | Time: 1625.95 ms
[2021-06-13 20:13:44 main:581] : INFO : Epoch 1724 | loss: 0.0311454 | val_loss: 0.031162 | Time: 1629.64 ms
[2021-06-13 20:13:45 main:581] : INFO : Epoch 1725 | loss: 0.0311423 | val_loss: 0.0311632 | Time: 1627.75 ms
[2021-06-13 20:13:47 main:581] : INFO : Epoch 1726 | loss: 0.0311431 | val_loss: 0.0311644 | Time: 1637.4 ms
[2021-06-13 20:13:49 main:581] : INFO : Epoch 1727 | loss: 0.0311429 | val_loss: 0.0311622 | Time: 1633.47 ms
[2021-06-13 20:13:50 main:581] : INFO : Epoch 1728 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 1635.65 ms
[2021-06-13 20:13:52 main:581] : INFO : Epoch 1729 | loss: 0.0311453 | val_loss: 0.031164 | Time: 1640.86 ms
[2021-06-13 20:13:53 main:581] : INFO : Epoch 1730 | loss: 0.0311466 | val_loss: 0.0311596 | Time: 1626.88 ms
[2021-06-13 20:13:55 main:581] : INFO : Epoch 1731 | loss: 0.0311441 | val_loss: 0.0311609 | Time: 1618.73 ms
[2021-06-13 20:13:57 main:581] : INFO : Epoch 1732 | loss: 0.0311427 | val_loss: 0.0311595 | Time: 1624.62 ms
[2021-06-13 20:13:58 main:581] : INFO : Epoch 1733 | loss: 0.0311432 | val_loss: 0.0311618 | Time: 1625.26 ms
[2021-06-13 20:14:00 main:581] : INFO : Epoch 1734 | loss: 0.0311418 | val_loss: 0.0311596 | Time: 1631.91 ms
[2021-06-13 20:14:02 main:581] : INFO : Epoch 1735 | loss: 0.0311427 | val_loss: 0.0311636 | Time: 1622.48 ms
[2021-06-13 20:14:03 main:581] : INFO : Epoch 1736 | loss: 0.031142 | val_loss: 0.0311626 | Time: 1615.85 ms
[2021-06-13 20:14:05 main:581] : INFO : Epoch 1737 | loss: 0.0311415 | val_loss: 0.0311613 | Time: 1635.41 ms
[2021-06-13 20:14:06 main:581] : INFO : Epoch 1738 | loss: 0.0311439 | val_loss: 0.0311636 | Time: 1623.15 ms
[2021-06-13 20:14:08 main:581] : INFO : Epoch 1739 | loss: 0.0311423 | val_loss: 0.0311601 | Time: 1625.45 ms
[2021-06-13 20:14:10 main:581] : INFO : Epoch 1740 | loss: 0.031143 | val_loss: 0.0311619 | Time: 1629.83 ms
[2021-06-13 20:14:11 main:581] : INFO : Epoch 1741 | loss: 0.0311412 | val_loss: 0.0311649 | Time: 1622.44 ms
[2021-06-13 20:14:13 main:581] : INFO : Epoch 1742 | loss: 0.0311417 | val_loss: 0.0311587 | Time: 1638.75 ms
[2021-06-13 20:14:15 main:581] : INFO : Epoch 1743 | loss: 0.0311431 | val_loss: 0.0311618 | Time: 1642.06 ms
[2021-06-13 20:14:16 main:581] : INFO : Epoch 1744 | loss: 0.0311442 | val_loss: 0.031164 | Time: 1632.77 ms
[2021-06-13 20:14:18 main:581] : INFO : Epoch 1745 | loss: 0.0311485 | val_loss: 0.0311631 | Time: 1629.19 ms
[2021-06-13 20:14:20 main:581] : INFO : Epoch 1746 | loss: 0.0311475 | val_loss: 0.0311594 | Time: 1630.28 ms
[2021-06-13 20:14:21 main:581] : INFO : Epoch 1747 | loss: 0.0311499 | val_loss: 0.0311745 | Time: 1620.2 ms
[2021-06-13 20:14:23 main:581] : INFO : Epoch 1748 | loss: 0.0311499 | val_loss: 0.0311632 | Time: 1611.07 ms
[2021-06-13 20:14:24 main:581] : INFO : Epoch 1749 | loss: 0.0311433 | val_loss: 0.031168 | Time: 1628.79 ms
[2021-06-13 20:14:26 main:581] : INFO : Epoch 1750 | loss: 0.0311429 | val_loss: 0.0311641 | Time: 1637.72 ms
[2021-06-13 20:14:28 main:581] : INFO : Epoch 1751 | loss: 0.0311424 | val_loss: 0.0311629 | Time: 1644.44 ms
[2021-06-13 20:14:29 main:581] : INFO : Epoch 1752 | loss: 0.0311451 | val_loss: 0.0311677 | Time: 1614.84 ms
[2021-06-13 20:14:31 main:581] : INFO : Epoch 1753 | loss: 0.031143 | val_loss: 0.0311644 | Time: 1626.69 ms
[2021-06-13 20:14:33 main:581] : INFO : Epoch 1754 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 1630.45 ms
[2021-06-13 20:14:34 main:581] : INFO : Epoch 1755 | loss: 0.0311413 | val_loss: 0.0311656 | Time: 1637.18 ms
[2021-06-13 20:14:36 main:581] : INFO : Epoch 1756 | loss: 0.0311423 | val_loss: 0.0311667 | Time: 1640.39 ms
[2021-06-13 20:14:37 main:581] : INFO : Epoch 1757 | loss: 0.0311439 | val_loss: 0.0311617 | Time: 1627.43 ms
[2021-06-13 20:14:39 main:581] : INFO : Epoch 1758 | loss: 0.0311411 | val_loss: 0.031161 | Time: 1629.26 ms
[2021-06-13 20:14:41 main:581] : INFO : Epoch 1759 | loss: 0.0311421 | val_loss: 0.0311628 | Time: 1648.71 ms
[2021-06-13 20:14:42 main:581] : INFO : Epoch 1760 | loss: 0.0311418 | val_loss: 0.0311631 | Time: 1626.74 ms
[2021-06-13 20:14:44 main:581] : INFO : Epoch 1761 | loss: 0.0311389 | val_loss: 0.0311609 | Time: 1612.93 ms
[2021-06-13 20:14:46 main:581] : INFO : Epoch 1762 | loss: 0.0311398 | val_loss: 0.0311648 | Time: 1616.73 ms
[2021-06-13 20:14:47 main:581] : INFO : Epoch 1763 | loss: 0.0311391 | val_loss: 0.0311633 | Time: 1630.66 ms
[2021-06-13 20:14:49 main:581] : INFO : Epoch 1764 | loss: 0.0311422 | val_loss: 0.0311613 | Time: 1607.1 ms
[2021-06-13 20:14:50 main:581] : INFO : Epoch 1765 | loss: 0.0311417 | val_loss: 0.0311633 | Time: 1627.69 ms
[2021-06-13 20:14:52 main:581] : INFO : Epoch 1766 | loss: 0.031149 | val_loss: 0.0311688 | Time: 1631.28 ms
[2021-06-13 20:14:54 main:581] : INFO : Epoch 1767 | loss: 0.0311584 | val_loss: 0.0311675 | Time: 1628.97 ms
[2021-06-13 20:14:55 main:581] : INFO : Epoch 1768 | loss: 0.0311588 | val_loss: 0.031166 | Time: 1640.16 ms
[2021-06-13 20:14:57 main:581] : INFO : Epoch 1769 | loss: 0.0311536 | val_loss: 0.0311641 | Time: 1651.63 ms
[2021-06-13 20:14:59 main:581] : INFO : Epoch 1770 | loss: 0.0311494 | val_loss: 0.0311576 | Time: 1633.15 ms
[2021-06-13 20:15:00 main:581] : INFO : Epoch 1771 | loss: 0.03115 | val_loss: 0.0311637 | Time: 1652.9 ms
[2021-06-13 20:15:02 main:581] : INFO : Epoch 1772 | loss: 0.0311563 | val_loss: 0.0311593 | Time: 1637.39 ms
[2021-06-13 20:15:04 main:581] : INFO : Epoch 1773 | loss: 0.0311526 | val_loss: 0.0311561 | Time: 1633.68 ms
[2021-06-13 20:15:05 main:581] : INFO : Epoch 1774 | loss: 0.0311456 | val_loss: 0.0311557 | Time: 1649.06 ms
[2021-06-13 20:15:07 main:581] : INFO : Epoch 1775 | loss: 0.0311434 | val_loss: 0.0311576 | Time: 1623.01 ms
[2021-06-13 20:15:08 main:581] : INFO : Epoch 1776 | loss: 0.0311468 | val_loss: 0.0311578 | Time: 1625.1 ms
[2021-06-13 20:15:10 main:581] : INFO : Epoch 1777 | loss: 0.0311427 | val_loss: 0.0311567 | Time: 1631.03 ms
[2021-06-13 20:15:12 main:581] : INFO : Epoch 1778 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 1626.73 ms
[2021-06-13 20:15:13 main:581] : INFO : Epoch 1779 | loss: 0.0311448 | val_loss: 0.0311582 | Time: 1626.53 ms
[2021-06-13 20:15:15 main:581] : INFO : Epoch 1780 | loss: 0.0311424 | val_loss: 0.031158 | Time: 1616.72 ms
[2021-06-13 20:15:17 main:581] : INFO : Epoch 1781 | loss: 0.031142 | val_loss: 0.031159 | Time: 1627.55 ms
[2021-06-13 20:15:18 main:581] : INFO : Epoch 1782 | loss: 0.0311428 | val_loss: 0.031156 | Time: 1634.66 ms
[2021-06-13 20:15:20 main:581] : INFO : Epoch 1783 | loss: 0.0311427 | val_loss: 0.0311576 | Time: 1629.8 ms
[2021-06-13 20:15:21 main:581] : INFO : Epoch 1784 | loss: 0.0311407 | val_loss: 0.0311541 | Time: 1621.05 ms
[2021-06-13 20:15:23 main:581] : INFO : Epoch 1785 | loss: 0.03114 | val_loss: 0.0311576 | Time: 1611.25 ms
[2021-06-13 20:15:25 main:581] : INFO : Epoch 1786 | loss: 0.031139 | val_loss: 0.0311592 | Time: 1614.65 ms
[2021-06-13 20:15:26 main:581] : INFO : Epoch 1787 | loss: 0.0311395 | val_loss: 0.0311549 | Time: 1619.31 ms
[2021-06-13 20:15:28 main:581] : INFO : Epoch 1788 | loss: 0.0311389 | val_loss: 0.0311558 | Time: 1634.86 ms
[2021-06-13 20:15:30 main:581] : INFO : Epoch 1789 | loss: 0.0311392 | val_loss: 0.031158 | Time: 1632.4 ms
[2021-06-13 20:15:31 main:581] : INFO : Epoch 1790 | loss: 0.031141 | val_loss: 0.0311578 | Time: 1625.28 ms
[2021-06-13 20:15:33 main:581] : INFO : Epoch 1791 | loss: 0.0311424 | val_loss: 0.0311543 | Time: 1618.69 ms
[2021-06-13 20:15:34 main:581] : INFO : Epoch 1792 | loss: 0.0311406 | val_loss: 0.0311562 | Time: 1620.13 ms
[2021-06-13 20:15:36 main:581] : INFO : Epoch 1793 | loss: 0.0311393 | val_loss: 0.0311576 | Time: 1626.97 ms
[2021-06-13 20:15:38 main:581] : INFO : Epoch 1794 | loss: 0.0311391 | val_loss: 0.0311594 | Time: 1625.41 ms
[2021-06-13 20:15:39 main:581] : INFO : Epoch 1795 | loss: 0.0311391 | val_loss: 0.0311609 | Time: 1624.86 ms
[2021-06-13 20:15:41 main:581] : INFO : Epoch 1796 | loss: 0.0311399 | val_loss: 0.0311652 | Time: 1618.96 ms
[2021-06-13 20:15:43 main:581] : INFO : Epoch 1797 | loss: 0.0311381 | val_loss: 0.0311596 | Time: 1654.64 ms
[2021-06-13 20:15:44 main:581] : INFO : Epoch 1798 | loss: 0.031139 | val_loss: 0.0311567 | Time: 1653.92 ms
[2021-06-13 20:15:46 main:581] : INFO : Epoch 1799 | loss: 0.0311381 | val_loss: 0.0311565 | Time: 1639.34 ms
[2021-06-13 20:15:48 main:581] : INFO : Epoch 1800 | loss: 0.0311377 | val_loss: 0.0311565 | Time: 1648.31 ms
[2021-06-13 20:15:49 main:581] : INFO : Epoch 1801 | loss: 0.0311365 | val_loss: 0.0311589 | Time: 1645.64 ms
[2021-06-13 20:15:51 main:581] : INFO : Epoch 1802 | loss: 0.031137 | val_loss: 0.03116 | Time: 1641.33 ms
[2021-06-13 20:15:52 main:581] : INFO : Epoch 1803 | loss: 0.0311394 | val_loss: 0.0311611 | Time: 1634.89 ms
[2021-06-13 20:15:54 main:581] : INFO : Epoch 1804 | loss: 0.0311394 | val_loss: 0.0311543 | Time: 1632.62 ms
[2021-06-13 20:15:56 main:581] : INFO : Epoch 1805 | loss: 0.0311374 | val_loss: 0.0311578 | Time: 1623.61 ms
[2021-06-13 20:15:57 main:581] : INFO : Epoch 1806 | loss: 0.0311362 | val_loss: 0.0311607 | Time: 1660.29 ms
[2021-06-13 20:15:59 main:581] : INFO : Epoch 1807 | loss: 0.0311371 | val_loss: 0.031157 | Time: 1630.3 ms
[2021-06-13 20:16:01 main:581] : INFO : Epoch 1808 | loss: 0.0311359 | val_loss: 0.0311621 | Time: 1644.14 ms
[2021-06-13 20:16:02 main:581] : INFO : Epoch 1809 | loss: 0.0311358 | val_loss: 0.0311581 | Time: 1635.68 ms
[2021-06-13 20:16:04 main:581] : INFO : Epoch 1810 | loss: 0.0311358 | val_loss: 0.0311565 | Time: 1629.8 ms
[2021-06-13 20:16:06 main:581] : INFO : Epoch 1811 | loss: 0.0311367 | val_loss: 0.0311589 | Time: 1621.8 ms
[2021-06-13 20:16:07 main:581] : INFO : Epoch 1812 | loss: 0.0311352 | val_loss: 0.0311601 | Time: 1629.21 ms
[2021-06-13 20:16:09 main:581] : INFO : Epoch 1813 | loss: 0.0311359 | val_loss: 0.0311579 | Time: 1614.36 ms
[2021-06-13 20:16:10 main:581] : INFO : Epoch 1814 | loss: 0.0311377 | val_loss: 0.0311608 | Time: 1616.75 ms
[2021-06-13 20:16:12 main:581] : INFO : Epoch 1815 | loss: 0.0311389 | val_loss: 0.0311572 | Time: 1623.73 ms
[2021-06-13 20:16:14 main:581] : INFO : Epoch 1816 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 1626.53 ms
[2021-06-13 20:16:15 main:581] : INFO : Epoch 1817 | loss: 0.03114 | val_loss: 0.0311566 | Time: 1632.8 ms
[2021-06-13 20:16:17 main:581] : INFO : Epoch 1818 | loss: 0.0311424 | val_loss: 0.0311631 | Time: 1613.16 ms
[2021-06-13 20:16:19 main:581] : INFO : Epoch 1819 | loss: 0.0311393 | val_loss: 0.0311601 | Time: 1616.54 ms
[2021-06-13 20:16:20 main:581] : INFO : Epoch 1820 | loss: 0.0311373 | val_loss: 0.0311573 | Time: 1619.27 ms
[2021-06-13 20:16:22 main:581] : INFO : Epoch 1821 | loss: 0.0311372 | val_loss: 0.0311586 | Time: 1615.31 ms
[2021-06-13 20:16:23 main:581] : INFO : Epoch 1822 | loss: 0.0311389 | val_loss: 0.0311595 | Time: 1629.95 ms
[2021-06-13 20:16:25 main:581] : INFO : Epoch 1823 | loss: 0.031138 | val_loss: 0.0311616 | Time: 1614.17 ms
[2021-06-13 20:16:27 main:581] : INFO : Epoch 1824 | loss: 0.0311397 | val_loss: 0.0311626 | Time: 1609.59 ms
[2021-06-13 20:16:28 main:581] : INFO : Epoch 1825 | loss: 0.0311398 | val_loss: 0.0311592 | Time: 1619.8 ms
[2021-06-13 20:16:30 main:581] : INFO : Epoch 1826 | loss: 0.0311406 | val_loss: 0.031163 | Time: 1618.33 ms
[2021-06-13 20:16:31 main:581] : INFO : Epoch 1827 | loss: 0.0311409 | val_loss: 0.0311595 | Time: 1625.18 ms
[2021-06-13 20:16:33 main:581] : INFO : Epoch 1828 | loss: 0.0311382 | val_loss: 0.0311642 | Time: 1623.89 ms
[2021-06-13 20:16:35 main:581] : INFO : Epoch 1829 | loss: 0.0311377 | val_loss: 0.031158 | Time: 1625.28 ms
[2021-06-13 20:16:36 main:581] : INFO : Epoch 1830 | loss: 0.0311383 | val_loss: 0.0311682 | Time: 1627.15 ms
[2021-06-13 20:16:38 main:581] : INFO : Epoch 1831 | loss: 0.0311376 | val_loss: 0.0311624 | Time: 1614.93 ms
[2021-06-13 20:16:40 main:581] : INFO : Epoch 1832 | loss: 0.0311369 | val_loss: 0.0311624 | Time: 1612.29 ms
[2021-06-13 20:16:41 main:581] : INFO : Epoch 1833 | loss: 0.0311382 | val_loss: 0.0311599 | Time: 1652.84 ms
[2021-06-13 20:16:43 main:581] : INFO : Epoch 1834 | loss: 0.0311375 | val_loss: 0.0311621 | Time: 1649.08 ms
[2021-06-13 20:16:45 main:581] : INFO : Epoch 1835 | loss: 0.0311378 | val_loss: 0.0311607 | Time: 1634.69 ms
[2021-06-13 20:16:46 main:581] : INFO : Epoch 1836 | loss: 0.0311374 | val_loss: 0.0311592 | Time: 1627.56 ms
[2021-06-13 20:16:48 main:581] : INFO : Epoch 1837 | loss: 0.0311377 | val_loss: 0.03116 | Time: 1628.03 ms
[2021-06-13 20:16:49 main:581] : INFO : Epoch 1838 | loss: 0.0311376 | val_loss: 0.031158 | Time: 1641.97 ms
[2021-06-13 20:16:51 main:581] : INFO : Epoch 1839 | loss: 0.0311374 | val_loss: 0.0311644 | Time: 1626.8 ms
[2021-06-13 20:16:53 main:581] : INFO : Epoch 1840 | loss: 0.0311421 | val_loss: 0.0311593 | Time: 1615.21 ms
[2021-06-13 20:16:54 main:581] : INFO : Epoch 1841 | loss: 0.0311413 | val_loss: 0.0311631 | Time: 1609.97 ms
[2021-06-13 20:16:56 main:581] : INFO : Epoch 1842 | loss: 0.0311419 | val_loss: 0.0311596 | Time: 1628.18 ms
[2021-06-13 20:16:58 main:581] : INFO : Epoch 1843 | loss: 0.0311416 | val_loss: 0.0311594 | Time: 1635.63 ms
[2021-06-13 20:16:59 main:581] : INFO : Epoch 1844 | loss: 0.0311404 | val_loss: 0.031162 | Time: 1623.07 ms
[2021-06-13 20:17:01 main:581] : INFO : Epoch 1845 | loss: 0.0311405 | val_loss: 0.0311593 | Time: 1631.47 ms
[2021-06-13 20:17:02 main:581] : INFO : Epoch 1846 | loss: 0.031139 | val_loss: 0.0311612 | Time: 1649.03 ms
[2021-06-13 20:17:04 main:581] : INFO : Epoch 1847 | loss: 0.0311384 | val_loss: 0.0311646 | Time: 1641.07 ms
[2021-06-13 20:17:06 main:581] : INFO : Epoch 1848 | loss: 0.0311392 | val_loss: 0.0311622 | Time: 1634.21 ms
[2021-06-13 20:17:07 main:581] : INFO : Epoch 1849 | loss: 0.0311398 | val_loss: 0.0311629 | Time: 1636.61 ms
[2021-06-13 20:17:09 main:581] : INFO : Epoch 1850 | loss: 0.031138 | val_loss: 0.0311621 | Time: 1647.15 ms
[2021-06-13 20:17:11 main:581] : INFO : Epoch 1851 | loss: 0.0311371 | val_loss: 0.0311673 | Time: 1612.25 ms
[2021-06-13 20:17:12 main:581] : INFO : Epoch 1852 | loss: 0.0311384 | val_loss: 0.031166 | Time: 1632.22 ms
[2021-06-13 20:17:14 main:581] : INFO : Epoch 1853 | loss: 0.031138 | val_loss: 0.0311638 | Time: 1643.25 ms
[2021-06-13 20:17:15 main:581] : INFO : Epoch 1854 | loss: 0.0311373 | val_loss: 0.0311665 | Time: 1627.1 ms
[2021-06-13 20:17:17 main:581] : INFO : Epoch 1855 | loss: 0.0311378 | val_loss: 0.0311668 | Time: 1612.15 ms
[2021-06-13 20:17:19 main:581] : INFO : Epoch 1856 | loss: 0.0311345 | val_loss: 0.0311654 | Time: 1620.35 ms
[2021-06-13 20:17:20 main:581] : INFO : Epoch 1857 | loss: 0.0311362 | val_loss: 0.0311651 | Time: 1621.35 ms
[2021-06-13 20:17:22 main:581] : INFO : Epoch 1858 | loss: 0.0311397 | val_loss: 0.0311625 | Time: 1618.65 ms
[2021-06-13 20:17:24 main:581] : INFO : Epoch 1859 | loss: 0.0311473 | val_loss: 0.0312033 | Time: 1626.58 ms
[2021-06-13 20:17:25 main:581] : INFO : Epoch 1860 | loss: 0.0349984 | val_loss: 0.0326613 | Time: 1617.09 ms
[2021-06-13 20:17:27 main:581] : INFO : Epoch 1861 | loss: 0.0329864 | val_loss: 0.0318254 | Time: 1640.37 ms
[2021-06-13 20:17:29 main:581] : INFO : Epoch 1862 | loss: 0.0314716 | val_loss: 0.0312715 | Time: 1648.68 ms
[2021-06-13 20:17:30 main:581] : INFO : Epoch 1863 | loss: 0.0312335 | val_loss: 0.0312149 | Time: 1653.99 ms
[2021-06-13 20:17:32 main:581] : INFO : Epoch 1864 | loss: 0.0311804 | val_loss: 0.0311698 | Time: 1625.27 ms
[2021-06-13 20:17:33 main:581] : INFO : Epoch 1865 | loss: 0.0311652 | val_loss: 0.0311658 | Time: 1626.89 ms
[2021-06-13 20:17:35 main:581] : INFO : Epoch 1866 | loss: 0.0311609 | val_loss: 0.031165 | Time: 1618.5 ms
[2021-06-13 20:17:37 main:581] : INFO : Epoch 1867 | loss: 0.0311598 | val_loss: 0.0311638 | Time: 1622.7 ms
[2021-06-13 20:17:38 main:581] : INFO : Epoch 1868 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 1614.85 ms
[2021-06-13 20:17:40 main:581] : INFO : Epoch 1869 | loss: 0.0311591 | val_loss: 0.0311651 | Time: 1631.25 ms
[2021-06-13 20:17:42 main:581] : INFO : Epoch 1870 | loss: 0.0311589 | val_loss: 0.0311644 | Time: 1632.18 ms
[2021-06-13 20:17:43 main:581] : INFO : Epoch 1871 | loss: 0.0311583 | val_loss: 0.0311648 | Time: 1610.69 ms
[2021-06-13 20:17:45 main:581] : INFO : Epoch 1872 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 1624.89 ms
[2021-06-13 20:17:46 main:581] : INFO : Epoch 1873 | loss: 0.0311578 | val_loss: 0.0311656 | Time: 1625.2 ms
[2021-06-13 20:17:48 main:581] : INFO : Epoch 1874 | loss: 0.0311583 | val_loss: 0.0311666 | Time: 1617.76 ms
[2021-06-13 20:17:50 main:581] : INFO : Epoch 1875 | loss: 0.0311572 | val_loss: 0.0311639 | Time: 1606.83 ms
[2021-06-13 20:17:51 main:581] : INFO : Epoch 1876 | loss: 0.0311559 | val_loss: 0.0311619 | Time: 1629.09 ms
[2021-06-13 20:17:53 main:581] : INFO : Epoch 1877 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 1625.39 ms
[2021-06-13 20:17:54 main:581] : INFO : Epoch 1878 | loss: 0.0311545 | val_loss: 0.0311628 | Time: 1624.18 ms
[2021-06-13 20:17:56 main:581] : INFO : Epoch 1879 | loss: 0.0311525 | val_loss: 0.0311606 | Time: 1636.56 ms
[2021-06-13 20:17:58 main:581] : INFO : Epoch 1880 | loss: 0.0311506 | val_loss: 0.0311616 | Time: 1612.21 ms
[2021-06-13 20:17:59 main:581] : INFO : Epoch 1881 | loss: 0.0311525 | val_loss: 0.0311632 | Time: 1639.66 ms
[2021-06-13 20:18:01 main:581] : INFO : Epoch 1882 | loss: 0.0311503 | val_loss: 0.0311623 | Time: 1653.92 ms
[2021-06-13 20:18:03 main:581] : INFO : Epoch 1883 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 1630.21 ms
[2021-06-13 20:18:04 main:581] : INFO : Epoch 1884 | loss: 0.0311512 | val_loss: 0.0311645 | Time: 1619.82 ms
[2021-06-13 20:18:06 main:581] : INFO : Epoch 1885 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 1620.47 ms
[2021-06-13 20:18:08 main:581] : INFO : Epoch 1886 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 1626.96 ms
[2021-06-13 20:18:09 main:581] : INFO : Epoch 1887 | loss: 0.0311463 | val_loss: 0.0311652 | Time: 1623.27 ms
[2021-06-13 20:18:11 main:581] : INFO : Epoch 1888 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 1608.76 ms
[2021-06-13 20:18:12 main:581] : INFO : Epoch 1889 | loss: 0.0311467 | val_loss: 0.0311651 | Time: 1636.99 ms
[2021-06-13 20:18:14 main:581] : INFO : Epoch 1890 | loss: 0.0311477 | val_loss: 0.0311647 | Time: 1631.93 ms
[2021-06-13 20:18:16 main:581] : INFO : Epoch 1891 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 1634.22 ms
[2021-06-13 20:18:17 main:581] : INFO : Epoch 1892 | loss: 0.0311481 | val_loss: 0.031165 | Time: 1604.9 ms
[2021-06-13 20:18:19 main:581] : INFO : Epoch 1893 | loss: 0.0311479 | val_loss: 0.0311686 | Time: 1624.95 ms
[2021-06-13 20:18:21 main:581] : INFO : Epoch 1894 | loss: 0.0311488 | val_loss: 0.0311675 | Time: 1628 ms
[2021-06-13 20:18:22 main:581] : INFO : Epoch 1895 | loss: 0.0311467 | val_loss: 0.0311654 | Time: 1636.08 ms
[2021-06-13 20:18:24 main:581] : INFO : Epoch 1896 | loss: 0.0311471 | val_loss: 0.0311665 | Time: 1632.12 ms
[2021-06-13 20:18:25 main:581] : INFO : Epoch 1897 | loss: 0.0311474 | val_loss: 0.0311695 | Time: 1622.24 ms
[2021-06-13 20:18:27 main:581] : INFO : Epoch 1898 | loss: 0.0311476 | val_loss: 0.0311685 | Time: 1626.33 ms
[2021-06-13 20:18:29 main:581] : INFO : Epoch 1899 | loss: 0.0311461 | val_loss: 0.0311633 | Time: 1615.68 ms
[2021-06-13 20:18:30 main:581] : INFO : Epoch 1900 | loss: 0.0311458 | val_loss: 0.0311637 | Time: 1635.8 ms
[2021-06-13 20:18:32 main:581] : INFO : Epoch 1901 | loss: 0.0311454 | val_loss: 0.0311651 | Time: 1639.55 ms
[2021-06-13 20:18:34 main:581] : INFO : Epoch 1902 | loss: 0.031145 | val_loss: 0.0311637 | Time: 1633.71 ms
[2021-06-13 20:18:35 main:581] : INFO : Epoch 1903 | loss: 0.0311437 | val_loss: 0.0311655 | Time: 1623.75 ms
[2021-06-13 20:18:37 main:581] : INFO : Epoch 1904 | loss: 0.0311443 | val_loss: 0.0311646 | Time: 1620.56 ms
[2021-06-13 20:18:38 main:581] : INFO : Epoch 1905 | loss: 0.0311439 | val_loss: 0.0311621 | Time: 1643.36 ms
[2021-06-13 20:18:40 main:581] : INFO : Epoch 1906 | loss: 0.0311439 | val_loss: 0.031161 | Time: 1655.04 ms
[2021-06-13 20:18:42 main:581] : INFO : Epoch 1907 | loss: 0.0311444 | val_loss: 0.0311596 | Time: 1648.29 ms
[2021-06-13 20:18:43 main:581] : INFO : Epoch 1908 | loss: 0.031146 | val_loss: 0.031161 | Time: 1639.96 ms
[2021-06-13 20:18:45 main:581] : INFO : Epoch 1909 | loss: 0.0311467 | val_loss: 0.0311611 | Time: 1629.48 ms
[2021-06-13 20:18:47 main:581] : INFO : Epoch 1910 | loss: 0.0311453 | val_loss: 0.0311619 | Time: 1629.42 ms
[2021-06-13 20:18:48 main:581] : INFO : Epoch 1911 | loss: 0.0311448 | val_loss: 0.0311626 | Time: 1609.06 ms
[2021-06-13 20:18:50 main:581] : INFO : Epoch 1912 | loss: 0.0311457 | val_loss: 0.0311658 | Time: 1626.07 ms
[2021-06-13 20:18:52 main:581] : INFO : Epoch 1913 | loss: 0.0311455 | val_loss: 0.0311643 | Time: 1630.37 ms
[2021-06-13 20:18:53 main:581] : INFO : Epoch 1914 | loss: 0.0311452 | val_loss: 0.0311625 | Time: 1652.58 ms
[2021-06-13 20:18:55 main:581] : INFO : Epoch 1915 | loss: 0.0311459 | val_loss: 0.0311637 | Time: 1636.05 ms
[2021-06-13 20:18:56 main:581] : INFO : Epoch 1916 | loss: 0.0311437 | val_loss: 0.0311667 | Time: 1634.82 ms
[2021-06-13 20:18:58 main:581] : INFO : Epoch 1917 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 1613.29 ms
[2021-06-13 20:19:00 main:581] : INFO : Epoch 1918 | loss: 0.0311504 | val_loss: 0.0311738 | Time: 1621.36 ms
[2021-06-13 20:19:01 main:581] : INFO : Epoch 1919 | loss: 0.0311531 | val_loss: 0.0311695 | Time: 1627.42 ms
[2021-06-13 20:19:03 main:581] : INFO : Epoch 1920 | loss: 0.0311539 | val_loss: 0.0311692 | Time: 1609.81 ms
[2021-06-13 20:19:05 main:581] : INFO : Epoch 1921 | loss: 0.0311522 | val_loss: 0.0311669 | Time: 1611.63 ms
[2021-06-13 20:19:06 main:581] : INFO : Epoch 1922 | loss: 0.0311494 | val_loss: 0.0311624 | Time: 1602.21 ms
[2021-06-13 20:19:08 main:581] : INFO : Epoch 1923 | loss: 0.0311478 | val_loss: 0.0311661 | Time: 1615.78 ms
[2021-06-13 20:19:09 main:581] : INFO : Epoch 1924 | loss: 0.0311488 | val_loss: 0.031167 | Time: 1640.79 ms
[2021-06-13 20:19:11 main:581] : INFO : Epoch 1925 | loss: 0.0311481 | val_loss: 0.0311623 | Time: 1641.12 ms
[2021-06-13 20:19:13 main:581] : INFO : Epoch 1926 | loss: 0.0311494 | val_loss: 0.0311645 | Time: 1637.81 ms
[2021-06-13 20:19:14 main:581] : INFO : Epoch 1927 | loss: 0.0311505 | val_loss: 0.0311638 | Time: 1642.27 ms
[2021-06-13 20:19:16 main:581] : INFO : Epoch 1928 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 1640.79 ms
[2021-06-13 20:19:18 main:581] : INFO : Epoch 1929 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 1616.3 ms
[2021-06-13 20:19:19 main:581] : INFO : Epoch 1930 | loss: 0.0311463 | val_loss: 0.0311654 | Time: 1616.1 ms
[2021-06-13 20:19:21 main:581] : INFO : Epoch 1931 | loss: 0.0311475 | val_loss: 0.0311658 | Time: 1632.11 ms
[2021-06-13 20:19:22 main:581] : INFO : Epoch 1932 | loss: 0.0311481 | val_loss: 0.0311662 | Time: 1636.6 ms
[2021-06-13 20:19:24 main:581] : INFO : Epoch 1933 | loss: 0.0311485 | val_loss: 0.0311668 | Time: 1623.3 ms
[2021-06-13 20:19:26 main:581] : INFO : Epoch 1934 | loss: 0.0311481 | val_loss: 0.0311648 | Time: 1635.97 ms
[2021-06-13 20:19:27 main:581] : INFO : Epoch 1935 | loss: 0.0311473 | val_loss: 0.0311648 | Time: 1636.56 ms
[2021-06-13 20:19:29 main:581] : INFO : Epoch 1936 | loss: 0.0311463 | val_loss: 0.0311627 | Time: 1628.35 ms
[2021-06-13 20:19:31 main:581] : INFO : Epoch 1937 | loss: 0.0311467 | val_loss: 0.0311636 | Time: 1614.74 ms
[2021-06-13 20:19:32 main:581] : INFO : Epoch 1938 | loss: 0.0311478 | val_loss: 0.0311621 | Time: 1629.26 ms
[2021-06-13 20:19:34 main:581] : INFO : Epoch 1939 | loss: 0.0311482 | val_loss: 0.0311648 | Time: 1652.64 ms
[2021-06-13 20:19:36 main:581] : INFO : Epoch 1940 | loss: 0.0311464 | val_loss: 0.0311673 | Time: 1642.53 ms
[2021-06-13 20:19:37 main:581] : INFO : Epoch 1941 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 1636.67 ms
[2021-06-13 20:19:39 main:581] : INFO : Epoch 1942 | loss: 0.0311465 | val_loss: 0.0311625 | Time: 1638.08 ms
[2021-06-13 20:19:40 main:581] : INFO : Epoch 1943 | loss: 0.0311454 | val_loss: 0.0311645 | Time: 1639.03 ms
[2021-06-13 20:19:42 main:581] : INFO : Epoch 1944 | loss: 0.0311449 | val_loss: 0.0311668 | Time: 1623.97 ms
[2021-06-13 20:19:44 main:581] : INFO : Epoch 1945 | loss: 0.031144 | val_loss: 0.0311627 | Time: 1627.08 ms
[2021-06-13 20:19:45 main:581] : INFO : Epoch 1946 | loss: 0.031143 | val_loss: 0.031165 | Time: 1626.68 ms
[2021-06-13 20:19:47 main:581] : INFO : Epoch 1947 | loss: 0.0311452 | val_loss: 0.0311683 | Time: 1617.69 ms
[2021-06-13 20:19:49 main:581] : INFO : Epoch 1948 | loss: 0.031145 | val_loss: 0.0311625 | Time: 1639.87 ms
[2021-06-13 20:19:50 main:581] : INFO : Epoch 1949 | loss: 0.0311442 | val_loss: 0.0311652 | Time: 1636.4 ms
[2021-06-13 20:19:52 main:581] : INFO : Epoch 1950 | loss: 0.0311461 | val_loss: 0.0311602 | Time: 1623.25 ms
[2021-06-13 20:19:53 main:581] : INFO : Epoch 1951 | loss: 0.0311435 | val_loss: 0.0311604 | Time: 1639.34 ms
[2021-06-13 20:19:55 main:581] : INFO : Epoch 1952 | loss: 0.0311431 | val_loss: 0.0311633 | Time: 1640.95 ms
[2021-06-13 20:19:57 main:581] : INFO : Epoch 1953 | loss: 0.0311435 | val_loss: 0.031165 | Time: 1653.84 ms
[2021-06-13 20:19:58 main:581] : INFO : Epoch 1954 | loss: 0.0311426 | val_loss: 0.0311646 | Time: 1657.41 ms
[2021-06-13 20:20:00 main:581] : INFO : Epoch 1955 | loss: 0.031143 | val_loss: 0.0311633 | Time: 1666.26 ms
[2021-06-13 20:20:02 main:581] : INFO : Epoch 1956 | loss: 0.0311426 | val_loss: 0.0311644 | Time: 1652.87 ms
[2021-06-13 20:20:03 main:581] : INFO : Epoch 1957 | loss: 0.0311434 | val_loss: 0.031166 | Time: 1637.99 ms
[2021-06-13 20:20:05 main:581] : INFO : Epoch 1958 | loss: 0.0311438 | val_loss: 0.031163 | Time: 1622.87 ms
[2021-06-13 20:20:07 main:581] : INFO : Epoch 1959 | loss: 0.0311434 | val_loss: 0.0311647 | Time: 1623.52 ms
[2021-06-13 20:20:08 main:581] : INFO : Epoch 1960 | loss: 0.0311449 | val_loss: 0.031165 | Time: 1627.23 ms
[2021-06-13 20:20:10 main:581] : INFO : Epoch 1961 | loss: 0.0311433 | val_loss: 0.0311594 | Time: 1628.8 ms
[2021-06-13 20:20:12 main:581] : INFO : Epoch 1962 | loss: 0.0311402 | val_loss: 0.0311616 | Time: 1647.33 ms
[2021-06-13 20:20:13 main:581] : INFO : Epoch 1963 | loss: 0.0311402 | val_loss: 0.0311618 | Time: 1652.22 ms
[2021-06-13 20:20:15 main:581] : INFO : Epoch 1964 | loss: 0.0311391 | val_loss: 0.0311619 | Time: 1646.99 ms
[2021-06-13 20:20:16 main:581] : INFO : Epoch 1965 | loss: 0.0311403 | val_loss: 0.0311589 | Time: 1629.7 ms
[2021-06-13 20:20:18 main:581] : INFO : Epoch 1966 | loss: 0.0311405 | val_loss: 0.0311607 | Time: 1634.16 ms
[2021-06-13 20:20:20 main:581] : INFO : Epoch 1967 | loss: 0.0311399 | val_loss: 0.0311644 | Time: 1631.87 ms
[2021-06-13 20:20:21 main:581] : INFO : Epoch 1968 | loss: 0.0311409 | val_loss: 0.0311614 | Time: 1628.66 ms
[2021-06-13 20:20:23 main:581] : INFO : Epoch 1969 | loss: 0.0311384 | val_loss: 0.0311608 | Time: 1625.5 ms
[2021-06-13 20:20:25 main:581] : INFO : Epoch 1970 | loss: 0.0311374 | val_loss: 0.0311597 | Time: 1634.18 ms
[2021-06-13 20:20:26 main:581] : INFO : Epoch 1971 | loss: 0.0311396 | val_loss: 0.0311614 | Time: 1624.3 ms
[2021-06-13 20:20:28 main:581] : INFO : Epoch 1972 | loss: 0.0311383 | val_loss: 0.0311616 | Time: 1617.46 ms
[2021-06-13 20:20:29 main:581] : INFO : Epoch 1973 | loss: 0.0311401 | val_loss: 0.03116 | Time: 1622.85 ms
[2021-06-13 20:20:31 main:581] : INFO : Epoch 1974 | loss: 0.0311419 | val_loss: 0.0311638 | Time: 1627.88 ms
[2021-06-13 20:20:33 main:581] : INFO : Epoch 1975 | loss: 0.0311408 | val_loss: 0.0311654 | Time: 1635.01 ms
[2021-06-13 20:20:34 main:581] : INFO : Epoch 1976 | loss: 0.0311394 | val_loss: 0.0311609 | Time: 1629.32 ms
[2021-06-13 20:20:36 main:581] : INFO : Epoch 1977 | loss: 0.0311396 | val_loss: 0.0311646 | Time: 1612.92 ms
[2021-06-13 20:20:38 main:581] : INFO : Epoch 1978 | loss: 0.0311413 | val_loss: 0.031163 | Time: 1630.66 ms
[2021-06-13 20:20:39 main:581] : INFO : Epoch 1979 | loss: 0.0311423 | val_loss: 0.0311609 | Time: 1628.99 ms
[2021-06-13 20:20:41 main:581] : INFO : Epoch 1980 | loss: 0.0311421 | val_loss: 0.0311649 | Time: 1613.61 ms
[2021-06-13 20:20:43 main:581] : INFO : Epoch 1981 | loss: 0.0311436 | val_loss: 0.0311612 | Time: 1646.77 ms
[2021-06-13 20:20:44 main:581] : INFO : Epoch 1982 | loss: 0.0311407 | val_loss: 0.0311637 | Time: 1662.01 ms
[2021-06-13 20:20:46 main:581] : INFO : Epoch 1983 | loss: 0.0311402 | val_loss: 0.0311703 | Time: 1619.38 ms
[2021-06-13 20:20:47 main:581] : INFO : Epoch 1984 | loss: 0.0311396 | val_loss: 0.0311593 | Time: 1619.29 ms
[2021-06-13 20:20:49 main:581] : INFO : Epoch 1985 | loss: 0.0311399 | val_loss: 0.0311615 | Time: 1629.57 ms
[2021-06-13 20:20:51 main:581] : INFO : Epoch 1986 | loss: 0.0311391 | val_loss: 0.0311617 | Time: 1625.28 ms
[2021-06-13 20:20:52 main:581] : INFO : Epoch 1987 | loss: 0.031142 | val_loss: 0.0311597 | Time: 1630.99 ms
[2021-06-13 20:20:54 main:581] : INFO : Epoch 1988 | loss: 0.0311414 | val_loss: 0.0311589 | Time: 1621.26 ms
[2021-06-13 20:20:56 main:581] : INFO : Epoch 1989 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 1631.45 ms
[2021-06-13 20:20:57 main:581] : INFO : Epoch 1990 | loss: 0.0311406 | val_loss: 0.0311631 | Time: 1593.31 ms
[2021-06-13 20:20:59 main:581] : INFO : Epoch 1991 | loss: 0.0311412 | val_loss: 0.0311608 | Time: 1617.92 ms
[2021-06-13 20:21:00 main:581] : INFO : Epoch 1992 | loss: 0.0311429 | val_loss: 0.0311591 | Time: 1640.68 ms
[2021-06-13 20:21:02 main:581] : INFO : Epoch 1993 | loss: 0.0311427 | val_loss: 0.0311611 | Time: 1626.74 ms
[2021-06-13 20:21:04 main:581] : INFO : Epoch 1994 | loss: 0.0311472 | val_loss: 0.031166 | Time: 1618.93 ms
[2021-06-13 20:21:05 main:581] : INFO : Epoch 1995 | loss: 0.0311456 | val_loss: 0.0311655 | Time: 1617.72 ms
[2021-06-13 20:21:07 main:581] : INFO : Epoch 1996 | loss: 0.0311415 | val_loss: 0.0311582 | Time: 1592.65 ms
[2021-06-13 20:21:08 main:581] : INFO : Epoch 1997 | loss: 0.0311412 | val_loss: 0.0311648 | Time: 1611.47 ms
[2021-06-13 20:21:10 main:581] : INFO : Epoch 1998 | loss: 0.0311413 | val_loss: 0.0311626 | Time: 1628.73 ms
[2021-06-13 20:21:12 main:581] : INFO : Epoch 1999 | loss: 0.0311413 | val_loss: 0.0311573 | Time: 1609.25 ms
[2021-06-13 20:21:13 main:581] : INFO : Epoch 2000 | loss: 0.0311414 | val_loss: 0.0311583 | Time: 1616.47 ms
[2021-06-13 20:21:15 main:581] : INFO : Epoch 2001 | loss: 0.03114 | val_loss: 0.0311586 | Time: 1617.6 ms
[2021-06-13 20:21:17 main:581] : INFO : Epoch 2002 | loss: 0.0311395 | val_loss: 0.0311669 | Time: 1621.76 ms
[2021-06-13 20:21:18 main:581] : INFO : Epoch 2003 | loss: 0.0311398 | val_loss: 0.0311688 | Time: 1620.13 ms
[2021-06-13 20:21:20 main:581] : INFO : Epoch 2004 | loss: 0.031142 | val_loss: 0.0311629 | Time: 1614.4 ms
[2021-06-13 20:21:21 main:581] : INFO : Epoch 2005 | loss: 0.0311387 | val_loss: 0.0311623 | Time: 1627.91 ms
[2021-06-13 20:21:23 main:581] : INFO : Epoch 2006 | loss: 0.0311377 | val_loss: 0.0311613 | Time: 1623.01 ms
[2021-06-13 20:21:25 main:581] : INFO : Epoch 2007 | loss: 0.0311395 | val_loss: 0.0311621 | Time: 1650.94 ms
[2021-06-13 20:21:26 main:581] : INFO : Epoch 2008 | loss: 0.0311408 | val_loss: 0.0311595 | Time: 1649.82 ms
[2021-06-13 20:21:28 main:581] : INFO : Epoch 2009 | loss: 0.0311391 | val_loss: 0.0311644 | Time: 1651.85 ms
[2021-06-13 20:21:30 main:581] : INFO : Epoch 2010 | loss: 0.0311403 | val_loss: 0.0311646 | Time: 1644.04 ms
[2021-06-13 20:21:31 main:581] : INFO : Epoch 2011 | loss: 0.0311414 | val_loss: 0.0311657 | Time: 1620.31 ms
[2021-06-13 20:21:33 main:581] : INFO : Epoch 2012 | loss: 0.0311419 | val_loss: 0.0311746 | Time: 1623.8 ms
[2021-06-13 20:21:35 main:581] : INFO : Epoch 2013 | loss: 0.0311397 | val_loss: 0.031173 | Time: 1623.14 ms
[2021-06-13 20:21:36 main:581] : INFO : Epoch 2014 | loss: 0.0311395 | val_loss: 0.0311717 | Time: 1636.65 ms
[2021-06-13 20:21:38 main:581] : INFO : Epoch 2015 | loss: 0.0311391 | val_loss: 0.0311662 | Time: 1624.63 ms
[2021-06-13 20:21:39 main:581] : INFO : Epoch 2016 | loss: 0.0311427 | val_loss: 0.0311679 | Time: 1620.12 ms
[2021-06-13 20:21:41 main:581] : INFO : Epoch 2017 | loss: 0.0311405 | val_loss: 0.0311677 | Time: 1620.43 ms
[2021-06-13 20:21:43 main:581] : INFO : Epoch 2018 | loss: 0.0311449 | val_loss: 0.0311637 | Time: 1634.55 ms
[2021-06-13 20:21:44 main:581] : INFO : Epoch 2019 | loss: 0.0311437 | val_loss: 0.0311648 | Time: 1622.47 ms
[2021-06-13 20:21:46 main:581] : INFO : Epoch 2020 | loss: 0.0311416 | val_loss: 0.0311682 | Time: 1623.61 ms
[2021-06-13 20:21:48 main:581] : INFO : Epoch 2021 | loss: 0.0311421 | val_loss: 0.0311691 | Time: 1611.01 ms
[2021-06-13 20:21:49 main:581] : INFO : Epoch 2022 | loss: 0.0311427 | val_loss: 0.031164 | Time: 1617.12 ms
[2021-06-13 20:21:51 main:581] : INFO : Epoch 2023 | loss: 0.0311407 | val_loss: 0.0311682 | Time: 1619.71 ms
[2021-06-13 20:21:52 main:581] : INFO : Epoch 2024 | loss: 0.0311428 | val_loss: 0.0311649 | Time: 1611.85 ms
[2021-06-13 20:21:54 main:581] : INFO : Epoch 2025 | loss: 0.0311441 | val_loss: 0.0311616 | Time: 1624.7 ms
[2021-06-13 20:21:56 main:581] : INFO : Epoch 2026 | loss: 0.0311444 | val_loss: 0.0311676 | Time: 1628.38 ms
[2021-06-13 20:21:57 main:581] : INFO : Epoch 2027 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 1639.02 ms
[2021-06-13 20:21:59 main:581] : INFO : Epoch 2028 | loss: 0.0311464 | val_loss: 0.0311703 | Time: 1625.39 ms
[2021-06-13 20:22:01 main:581] : INFO : Epoch 2029 | loss: 0.031145 | val_loss: 0.0311633 | Time: 1625.98 ms
[2021-06-13 20:22:02 main:581] : INFO : Epoch 2030 | loss: 0.0311437 | val_loss: 0.0311652 | Time: 1619.79 ms
[2021-06-13 20:22:04 main:581] : INFO : Epoch 2031 | loss: 0.0311442 | val_loss: 0.0311662 | Time: 1631.19 ms
[2021-06-13 20:22:05 main:581] : INFO : Epoch 2032 | loss: 0.0311432 | val_loss: 0.0311658 | Time: 1626.99 ms
[2021-06-13 20:22:07 main:581] : INFO : Epoch 2033 | loss: 0.0311447 | val_loss: 0.0311718 | Time: 1629.95 ms
[2021-06-13 20:22:09 main:581] : INFO : Epoch 2034 | loss: 0.0311422 | val_loss: 0.0311663 | Time: 1610.39 ms
[2021-06-13 20:22:10 main:581] : INFO : Epoch 2035 | loss: 0.0311418 | val_loss: 0.0311625 | Time: 1630.61 ms
[2021-06-13 20:22:12 main:581] : INFO : Epoch 2036 | loss: 0.0311429 | val_loss: 0.0311623 | Time: 1633.4 ms
[2021-06-13 20:22:14 main:581] : INFO : Epoch 2037 | loss: 0.0311447 | val_loss: 0.0311736 | Time: 1624.95 ms
[2021-06-13 20:22:15 main:581] : INFO : Epoch 2038 | loss: 0.031147 | val_loss: 0.03117 | Time: 1618.24 ms
[2021-06-13 20:22:17 main:581] : INFO : Epoch 2039 | loss: 0.0311472 | val_loss: 0.0311688 | Time: 1622.7 ms
[2021-06-13 20:22:18 main:581] : INFO : Epoch 2040 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 1615.37 ms
[2021-06-13 20:22:20 main:581] : INFO : Epoch 2041 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 1618.7 ms
[2021-06-13 20:22:22 main:581] : INFO : Epoch 2042 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 1631.04 ms
[2021-06-13 20:22:23 main:581] : INFO : Epoch 2043 | loss: 0.0311764 | val_loss: 0.0311813 | Time: 1620.5 ms
[2021-06-13 20:22:25 main:581] : INFO : Epoch 2044 | loss: 0.0311749 | val_loss: 0.0311818 | Time: 1624.77 ms
[2021-06-13 20:22:26 main:581] : INFO : Epoch 2045 | loss: 0.0311743 | val_loss: 0.0311901 | Time: 1588.14 ms
[2021-06-13 20:22:28 main:581] : INFO : Epoch 2046 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 1639.56 ms
[2021-06-13 20:22:30 main:581] : INFO : Epoch 2047 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 1650.32 ms
[2021-06-13 20:22:31 main:581] : INFO : Epoch 2048 | loss: 0.0311881 | val_loss: 0.0311853 | Time: 1643.52 ms
[2021-06-13 20:22:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311853
[2021-06-13 20:22:31 main:610] : INFO : Saving end state to config to file
[2021-06-13 20:22:31 main:615] : INFO : Success, exiting..
20:22:31 (820396): 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)