Task 7494333
| Name | ParityModified-1631734376-28729-1_0 |
| Workunit | 5159069 |
| Created | 21 Sep 2021, 11:38:14 UTC |
| Sent | 26 Sep 2021, 19:54:13 UTC |
| Report deadline | 3 Oct 2021, 19:54:13 UTC |
| Received | 27 Sep 2021, 10:48:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 57 min 1 sec |
| CPU time | 56 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311247 | val_loss: 0.0311491 | Time: 1670.11 ms
[2021-09-27 05:33:41 main:574] : INFO : Epoch 1543 | loss: 0.0311232 | val_loss: 0.031152 | Time: 1656.84 ms
[2021-09-27 05:33:42 main:574] : INFO : Epoch 1544 | loss: 0.0311224 | val_loss: 0.0311492 | Time: 1647.87 ms
[2021-09-27 05:33:44 main:574] : INFO : Epoch 1545 | loss: 0.0311209 | val_loss: 0.0311512 | Time: 1656.81 ms
[2021-09-27 05:33:46 main:574] : INFO : Epoch 1546 | loss: 0.0311218 | val_loss: 0.0311472 | Time: 1640.52 ms
[2021-09-27 05:33:47 main:574] : INFO : Epoch 1547 | loss: 0.0311246 | val_loss: 0.031154 | Time: 1651.32 ms
[2021-09-27 05:33:49 main:574] : INFO : Epoch 1548 | loss: 0.0311253 | val_loss: 0.0311548 | Time: 1649.26 ms
[2021-09-27 05:33:51 main:574] : INFO : Epoch 1549 | loss: 0.0311244 | val_loss: 0.0311483 | Time: 1647.91 ms
[2021-09-27 05:33:52 main:574] : INFO : Epoch 1550 | loss: 0.0311216 | val_loss: 0.0311577 | Time: 1658.11 ms
[2021-09-27 05:33:54 main:574] : INFO : Epoch 1551 | loss: 0.0311222 | val_loss: 0.031148 | Time: 1684.71 ms
[2021-09-27 05:33:56 main:574] : INFO : Epoch 1552 | loss: 0.0311189 | val_loss: 0.0311496 | Time: 1656.94 ms
[2021-09-27 05:33:57 main:574] : INFO : Epoch 1553 | loss: 0.0311166 | val_loss: 0.0311477 | Time: 1644.4 ms
[2021-09-27 05:33:59 main:574] : INFO : Epoch 1554 | loss: 0.0311182 | val_loss: 0.0311465 | Time: 1642.46 ms
[2021-09-27 05:34:01 main:574] : INFO : Epoch 1555 | loss: 0.0311175 | val_loss: 0.0311527 | Time: 1643.3 ms
[2021-09-27 05:34:02 main:574] : INFO : Epoch 1556 | loss: 0.0311157 | val_loss: 0.0311548 | Time: 1621.74 ms
[2021-09-27 05:34:04 main:574] : INFO : Epoch 1557 | loss: 0.0311153 | val_loss: 0.0311517 | Time: 1651.95 ms
[2021-09-27 05:34:06 main:574] : INFO : Epoch 1558 | loss: 0.0311166 | val_loss: 0.0311494 | Time: 1796.77 ms
[2021-09-27 05:34:07 main:574] : INFO : Epoch 1559 | loss: 0.0311181 | val_loss: 0.0311473 | Time: 1796.16 ms
[2021-09-27 05:34:09 main:574] : INFO : Epoch 1560 | loss: 0.0311196 | val_loss: 0.0311459 | Time: 1699.52 ms
[2021-09-27 05:34:11 main:574] : INFO : Epoch 1561 | loss: 0.0311202 | val_loss: 0.0311516 | Time: 1718.87 ms
[2021-09-27 05:34:13 main:574] : INFO : Epoch 1562 | loss: 0.031122 | val_loss: 0.0311453 | Time: 1672.5 ms
[2021-09-27 05:34:14 main:574] : INFO : Epoch 1563 | loss: 0.0311179 | val_loss: 0.0311419 | Time: 1665.9 ms
[2021-09-27 05:34:16 main:574] : INFO : Epoch 1564 | loss: 0.031116 | val_loss: 0.0311466 | Time: 1690.3 ms
[2021-09-27 05:34:18 main:574] : INFO : Epoch 1565 | loss: 0.031121 | val_loss: 0.0311514 | Time: 1643.59 ms
[2021-09-27 05:34:19 main:574] : INFO : Epoch 1566 | loss: 0.0311216 | val_loss: 0.0311438 | Time: 1660.15 ms
[2021-09-27 05:34:21 main:574] : INFO : Epoch 1567 | loss: 0.0311214 | val_loss: 0.0311452 | Time: 1653.79 ms
[2021-09-27 05:34:23 main:574] : INFO : Epoch 1568 | loss: 0.0311202 | val_loss: 0.0311412 | Time: 1652.07 ms
[2021-09-27 05:34:24 main:574] : INFO : Epoch 1569 | loss: 0.0311222 | val_loss: 0.0311521 | Time: 1668.59 ms
[2021-09-27 05:34:26 main:574] : INFO : Epoch 1570 | loss: 0.0311221 | val_loss: 0.0311483 | Time: 1652.63 ms
[2021-09-27 05:34:28 main:574] : INFO : Epoch 1571 | loss: 0.0311218 | val_loss: 0.0311454 | Time: 1741.61 ms
[2021-09-27 05:34:29 main:574] : INFO : Epoch 1572 | loss: 0.0311223 | val_loss: 0.0311463 | Time: 1748.95 ms
[2021-09-27 05:34:31 main:574] : INFO : Epoch 1573 | loss: 0.0311157 | val_loss: 0.0311457 | Time: 1747.33 ms
[2021-09-27 05:34:33 main:574] : INFO : Epoch 1574 | loss: 0.0311152 | val_loss: 0.0311465 | Time: 1724.53 ms
[2021-09-27 05:34:35 main:574] : INFO : Epoch 1575 | loss: 0.031112 | val_loss: 0.0311431 | Time: 1701.45 ms
[2021-09-27 05:34:36 main:574] : INFO : Epoch 1576 | loss: 0.0311118 | val_loss: 0.0311441 | Time: 1643.87 ms
[2021-09-27 05:34:38 main:574] : INFO : Epoch 1577 | loss: 0.0311139 | val_loss: 0.0311435 | Time: 1639.25 ms
[2021-09-27 05:34:40 main:574] : INFO : Epoch 1578 | loss: 0.0311142 | val_loss: 0.0311463 | Time: 1663.94 ms
[2021-09-27 05:34:41 main:574] : INFO : Epoch 1579 | loss: 0.0311187 | val_loss: 0.0311495 | Time: 1656.05 ms
[2021-09-27 05:34:43 main:574] : INFO : Epoch 1580 | loss: 0.0311206 | val_loss: 0.0311474 | Time: 1630.9 ms
[2021-09-27 05:34:45 main:574] : INFO : Epoch 1581 | loss: 0.0311207 | val_loss: 0.0311469 | Time: 1649.6 ms
[2021-09-27 05:34:46 main:574] : INFO : Epoch 1582 | loss: 0.0311194 | val_loss: 0.0311435 | Time: 1643.26 ms
[2021-09-27 05:34:48 main:574] : INFO : Epoch 1583 | loss: 0.0311163 | val_loss: 0.0311444 | Time: 1668.31 ms
[2021-09-27 05:34:50 main:574] : INFO : Epoch 1584 | loss: 0.0311142 | val_loss: 0.0311438 | Time: 1648.57 ms
[2021-09-27 05:34:51 main:574] : INFO : Epoch 1585 | loss: 0.0311124 | val_loss: 0.0311485 | Time: 1660.29 ms
[2021-09-27 05:34:53 main:574] : INFO : Epoch 1586 | loss: 0.0311139 | val_loss: 0.0311543 | Time: 1690.21 ms
[2021-09-27 05:34:55 main:574] : INFO : Epoch 1587 | loss: 0.0311131 | val_loss: 0.031147 | Time: 1663.09 ms
[2021-09-27 05:34:56 main:574] : INFO : Epoch 1588 | loss: 0.0311137 | val_loss: 0.0311527 | Time: 1638.31 ms
[2021-09-27 05:34:58 main:574] : INFO : Epoch 1589 | loss: 0.03111 | val_loss: 0.0311427 | Time: 1638.76 ms
[2021-09-27 05:35:00 main:574] : INFO : Epoch 1590 | loss: 0.0311079 | val_loss: 0.0311487 | Time: 1644.09 ms
[2021-09-27 05:35:01 main:574] : INFO : Epoch 1591 | loss: 0.0311102 | val_loss: 0.0311474 | Time: 1633.41 ms
[2021-09-27 05:35:03 main:574] : INFO : Epoch 1592 | loss: 0.0311141 | val_loss: 0.0311512 | Time: 1657.91 ms
[2021-09-27 05:35:04 main:574] : INFO : Epoch 1593 | loss: 0.0311267 | val_loss: 0.03115 | Time: 1640.19 ms
[2021-09-27 05:35:06 main:574] : INFO : Epoch 1594 | loss: 0.0311205 | val_loss: 0.0311509 | Time: 1693.85 ms
[2021-09-27 05:35:08 main:574] : INFO : Epoch 1595 | loss: 0.0311164 | val_loss: 0.0311477 | Time: 1658.5 ms
[2021-09-27 05:35:09 main:574] : INFO : Epoch 1596 | loss: 0.0311177 | val_loss: 0.03115 | Time: 1657.22 ms
[2021-09-27 05:35:11 main:574] : INFO : Epoch 1597 | loss: 0.031118 | val_loss: 0.0311527 | Time: 1687.55 ms
[2021-09-27 05:35:13 main:574] : INFO : Epoch 1598 | loss: 0.0311144 | val_loss: 0.03115 | Time: 1703.06 ms
[2021-09-27 05:35:15 main:574] : INFO : Epoch 1599 | loss: 0.0311169 | val_loss: 0.0311527 | Time: 1690.86 ms
[2021-09-27 05:35:16 main:574] : INFO : Epoch 1600 | loss: 0.0311149 | val_loss: 0.0311501 | Time: 1694.58 ms
[2021-09-27 05:35:18 main:574] : INFO : Epoch 1601 | loss: 0.0311168 | val_loss: 0.0311538 | Time: 1670.26 ms
[2021-09-27 05:35:20 main:574] : INFO : Epoch 1602 | loss: 0.0311156 | val_loss: 0.0311453 | Time: 1671.95 ms
[2021-09-27 05:35:21 main:574] : INFO : Epoch 1603 | loss: 0.0311143 | val_loss: 0.0311475 | Time: 1659.02 ms
[2021-09-27 05:35:23 main:574] : INFO : Epoch 1604 | loss: 0.031111 | val_loss: 0.0311466 | Time: 1660.8 ms
[2021-09-27 05:35:25 main:574] : INFO : Epoch 1605 | loss: 0.0311106 | val_loss: 0.0311456 | Time: 1747.8 ms
[2021-09-27 05:35:27 main:574] : INFO : Epoch 1606 | loss: 0.0311105 | val_loss: 0.0311526 | Time: 1816.13 ms
[2021-09-27 05:35:28 main:574] : INFO : Epoch 1607 | loss: 0.031109 | val_loss: 0.0311464 | Time: 1869.72 ms
[2021-09-27 05:35:30 main:574] : INFO : Epoch 1608 | loss: 0.0311076 | val_loss: 0.031151 | Time: 1706.72 ms
[2021-09-27 05:35:32 main:574] : INFO : Epoch 1609 | loss: 0.0311063 | val_loss: 0.0311478 | Time: 1685.65 ms
[2021-09-27 05:35:34 main:574] : INFO : Epoch 1610 | loss: 0.0311057 | val_loss: 0.0311447 | Time: 1670.97 ms
[2021-09-27 05:35:35 main:574] : INFO : Epoch 1611 | loss: 0.0311089 | val_loss: 0.0311462 | Time: 1641.04 ms
[2021-09-27 05:35:37 main:574] : INFO : Epoch 1612 | loss: 0.0311178 | val_loss: 0.0311526 | Time: 1676.98 ms
[2021-09-27 05:35:39 main:574] : INFO : Epoch 1613 | loss: 0.0311175 | val_loss: 0.0311417 | Time: 1669.75 ms
[2021-09-27 05:35:40 main:574] : INFO : Epoch 1614 | loss: 0.031111 | val_loss: 0.0311461 | Time: 1623.95 ms
[2021-09-27 05:35:42 main:574] : INFO : Epoch 1615 | loss: 0.0311149 | val_loss: 0.0311484 | Time: 1636.15 ms
[2021-09-27 05:35:43 main:574] : INFO : Epoch 1616 | loss: 0.0311238 | val_loss: 0.0311407 | Time: 1665.53 ms
[2021-09-27 05:35:45 main:574] : INFO : Epoch 1617 | loss: 0.0311192 | val_loss: 0.0311401 | Time: 1690.51 ms
[2021-09-27 05:35:47 main:574] : INFO : Epoch 1618 | loss: 0.0311156 | val_loss: 0.0311398 | Time: 1715.97 ms
[2021-09-27 05:35:49 main:574] : INFO : Epoch 1619 | loss: 0.0311127 | val_loss: 0.031141 | Time: 1684.05 ms
[2021-09-27 05:35:50 main:574] : INFO : Epoch 1620 | loss: 0.0311085 | val_loss: 0.0311424 | Time: 1719.66 ms
[2021-09-27 05:35:52 main:574] : INFO : Epoch 1621 | loss: 0.031113 | val_loss: 0.0311471 | Time: 1677.05 ms
[2021-09-27 05:35:54 main:574] : INFO : Epoch 1622 | loss: 0.0311154 | val_loss: 0.0311451 | Time: 1701 ms
[2021-09-27 05:35:56 main:574] : INFO : Epoch 1623 | loss: 0.0311148 | val_loss: 0.0311453 | Time: 1678.11 ms
[2021-09-27 05:35:57 main:574] : INFO : Epoch 1624 | loss: 0.0311145 | val_loss: 0.031147 | Time: 1637.63 ms
[2021-09-27 05:35:59 main:574] : INFO : Epoch 1625 | loss: 0.0311096 | val_loss: 0.0311448 | Time: 1676.93 ms
[2021-09-27 05:36:01 main:574] : INFO : Epoch 1626 | loss: 0.0311068 | val_loss: 0.0311453 | Time: 1680.36 ms
[2021-09-27 05:36:02 main:574] : INFO : Epoch 1627 | loss: 0.031108 | val_loss: 0.0311436 | Time: 1636.92 ms
[2021-09-27 05:36:04 main:574] : INFO : Epoch 1628 | loss: 0.0311086 | val_loss: 0.0311533 | Time: 1628.42 ms
[2021-09-27 05:36:05 main:574] : INFO : Epoch 1629 | loss: 0.031108 | val_loss: 0.0311429 | Time: 1652 ms
[2021-09-27 05:36:07 main:574] : INFO : Epoch 1630 | loss: 0.0311062 | val_loss: 0.0311447 | Time: 1660.62 ms
[2021-09-27 05:36:09 main:574] : INFO : Epoch 1631 | loss: 0.0311039 | val_loss: 0.0311424 | Time: 1663.47 ms
[2021-09-27 05:36:10 main:574] : INFO : Epoch 1632 | loss: 0.0311049 | val_loss: 0.0311423 | Time: 1673.8 ms
[2021-09-27 05:36:12 main:574] : INFO : Epoch 1633 | loss: 0.0311034 | val_loss: 0.0311483 | Time: 1674.12 ms
[2021-09-27 05:36:14 main:574] : INFO : Epoch 1634 | loss: 0.0311011 | val_loss: 0.0311514 | Time: 1676.11 ms
[2021-09-27 05:36:16 main:574] : INFO : Epoch 1635 | loss: 0.0311041 | val_loss: 0.0311444 | Time: 1668.06 ms
[2021-09-27 05:36:17 main:574] : INFO : Epoch 1636 | loss: 0.0311041 | val_loss: 0.0311449 | Time: 1650.4 ms
[2021-09-27 05:36:19 main:574] : INFO : Epoch 1637 | loss: 0.0311033 | val_loss: 0.0311469 | Time: 1629.96 ms
[2021-09-27 05:36:20 main:574] : INFO : Epoch 1638 | loss: 0.0311021 | val_loss: 0.0311526 | Time: 1616.45 ms
[2021-09-27 05:36:22 main:574] : INFO : Epoch 1639 | loss: 0.031101 | val_loss: 0.0311489 | Time: 1638.57 ms
[2021-09-27 05:36:24 main:574] : INFO : Epoch 1640 | loss: 0.0311032 | val_loss: 0.0311492 | Time: 1649.81 ms
[2021-09-27 05:36:25 main:574] : INFO : Epoch 1641 | loss: 0.0311041 | val_loss: 0.0311564 | Time: 1641.9 ms
[2021-09-27 05:36:27 main:574] : INFO : Epoch 1642 | loss: 0.0311092 | val_loss: 0.0311473 | Time: 1699.4 ms
[2021-09-27 05:36:29 main:574] : INFO : Epoch 1643 | loss: 0.0311014 | val_loss: 0.0311574 | Time: 1656.97 ms
[2021-09-27 05:36:30 main:574] : INFO : Epoch 1644 | loss: 0.0311025 | val_loss: 0.0311451 | Time: 1642.32 ms
[2021-09-27 05:36:32 main:574] : INFO : Epoch 1645 | loss: 0.0311028 | val_loss: 0.0311466 | Time: 1643.55 ms
[2021-09-27 05:36:34 main:574] : INFO : Epoch 1646 | loss: 0.0311006 | val_loss: 0.0311527 | Time: 1677.36 ms
[2021-09-27 05:36:35 main:574] : INFO : Epoch 1647 | loss: 0.0311055 | val_loss: 0.0311476 | Time: 1659.8 ms
[2021-09-27 05:36:37 main:574] : INFO : Epoch 1648 | loss: 0.0311049 | val_loss: 0.0311575 | Time: 1681.2 ms
[2021-09-27 05:36:39 main:574] : INFO : Epoch 1649 | loss: 0.0311073 | val_loss: 0.0311498 | Time: 1706.45 ms
[2021-09-27 05:36:40 main:574] : INFO : Epoch 1650 | loss: 0.0311025 | val_loss: 0.0311507 | Time: 1643.2 ms
[2021-09-27 05:36:42 main:574] : INFO : Epoch 1651 | loss: 0.0311015 | val_loss: 0.0311449 | Time: 1663.29 ms
[2021-09-27 05:36:44 main:574] : INFO : Epoch 1652 | loss: 0.0310981 | val_loss: 0.0311516 | Time: 1636.06 ms
[2021-09-27 05:36:45 main:574] : INFO : Epoch 1653 | loss: 0.0311047 | val_loss: 0.0311495 | Time: 1623.01 ms
[2021-09-27 05:36:47 main:574] : INFO : Epoch 1654 | loss: 0.031103 | val_loss: 0.0311441 | Time: 1608.57 ms
[2021-09-27 05:36:49 main:574] : INFO : Epoch 1655 | loss: 0.0310996 | val_loss: 0.0311528 | Time: 1612.06 ms
[2021-09-27 05:36:50 main:574] : INFO : Epoch 1656 | loss: 0.0310982 | val_loss: 0.0311446 | Time: 1616.43 ms
[2021-09-27 05:36:52 main:574] : INFO : Epoch 1657 | loss: 0.0310999 | val_loss: 0.0311461 | Time: 1653.7 ms
[2021-09-27 05:36:54 main:574] : INFO : Epoch 1658 | loss: 0.031106 | val_loss: 0.0311499 | Time: 1678.58 ms
[2021-09-27 05:36:55 main:574] : INFO : Epoch 1659 | loss: 0.0311049 | val_loss: 0.0311484 | Time: 1610.56 ms
[2021-09-27 05:36:57 main:574] : INFO : Epoch 1660 | loss: 0.0311024 | val_loss: 0.0311569 | Time: 1690.67 ms
[2021-09-27 05:36:59 main:574] : INFO : Epoch 1661 | loss: 0.0311002 | val_loss: 0.0311473 | Time: 1705.61 ms
[2021-09-27 05:37:00 main:574] : INFO : Epoch 1662 | loss: 0.0310994 | val_loss: 0.0311505 | Time: 1674.63 ms
[2021-09-27 05:37:02 main:574] : INFO : Epoch 1663 | loss: 0.0310967 | val_loss: 0.0311454 | Time: 1618.7 ms
[2021-09-27 05:37:04 main:574] : INFO : Epoch 1664 | loss: 0.0310957 | val_loss: 0.0311499 | Time: 1641.52 ms
[2021-09-27 05:37:05 main:574] : INFO : Epoch 1665 | loss: 0.0310966 | val_loss: 0.0311542 | Time: 1618.43 ms
[2021-09-27 05:37:07 main:574] : INFO : Epoch 1666 | loss: 0.0311115 | val_loss: 0.0311506 | Time: 1607.19 ms
[2021-09-27 05:37:09 main:574] : INFO : Epoch 1667 | loss: 0.031112 | val_loss: 0.031143 | Time: 1638.15 ms
[2021-09-27 05:37:10 main:574] : INFO : Epoch 1668 | loss: 0.0311035 | val_loss: 0.0311471 | Time: 1672.33 ms
[2021-09-27 05:37:12 main:574] : INFO : Epoch 1669 | loss: 0.0311014 | val_loss: 0.0311414 | Time: 1684.37 ms
[2021-09-27 05:37:14 main:574] : INFO : Epoch 1670 | loss: 0.0311031 | val_loss: 0.0311502 | Time: 1669.58 ms
[2021-09-27 05:37:15 main:574] : INFO : Epoch 1671 | loss: 0.0311076 | val_loss: 0.0311459 | Time: 1672.84 ms
[2021-09-27 05:37:17 main:574] : INFO : Epoch 1672 | loss: 0.0311078 | val_loss: 0.0311523 | Time: 1698.04 ms
[2021-09-27 05:37:19 main:574] : INFO : Epoch 1673 | loss: 0.0311038 | val_loss: 0.0311421 | Time: 1657.85 ms
[2021-09-27 05:37:20 main:574] : INFO : Epoch 1674 | loss: 0.0311007 | val_loss: 0.0311445 | Time: 1672.64 ms
[2021-09-27 05:37:22 main:574] : INFO : Epoch 1675 | loss: 0.0310992 | val_loss: 0.0311454 | Time: 1692.17 ms
[2021-09-27 05:37:24 main:574] : INFO : Epoch 1676 | loss: 0.0310966 | val_loss: 0.0311464 | Time: 1679.12 ms
[2021-09-27 05:37:25 main:574] : INFO : Epoch 1677 | loss: 0.0311073 | val_loss: 0.0311518 | Time: 1696.35 ms
[2021-09-27 05:37:27 main:574] : INFO : Epoch 1678 | loss: 0.0311128 | val_loss: 0.0311454 | Time: 1663.78 ms
[2021-09-27 05:37:29 main:574] : INFO : Epoch 1679 | loss: 0.0311067 | val_loss: 0.0311446 | Time: 1633.08 ms
[2021-09-27 05:37:30 main:574] : INFO : Epoch 1680 | loss: 0.0311049 | val_loss: 0.0311456 | Time: 1691.18 ms
[2021-09-27 05:37:32 main:574] : INFO : Epoch 1681 | loss: 0.0311079 | val_loss: 0.0311496 | Time: 1670.39 ms
[2021-09-27 05:37:34 main:574] : INFO : Epoch 1682 | loss: 0.0311032 | val_loss: 0.0311431 | Time: 1666.02 ms
[2021-09-27 05:37:35 main:574] : INFO : Epoch 1683 | loss: 0.0311086 | val_loss: 0.0311489 | Time: 1668.05 ms
[2021-09-27 05:37:37 main:574] : INFO : Epoch 1684 | loss: 0.0311191 | val_loss: 0.0311415 | Time: 1716.44 ms
[2021-09-27 05:37:39 main:574] : INFO : Epoch 1685 | loss: 0.0311114 | val_loss: 0.0311385 | Time: 1738.67 ms
[2021-09-27 05:37:41 main:574] : INFO : Epoch 1686 | loss: 0.0311082 | val_loss: 0.0311386 | Time: 1723.65 ms
[2021-09-27 05:37:42 main:574] : INFO : Epoch 1687 | loss: 0.031109 | val_loss: 0.0311416 | Time: 1623.52 ms
[2021-09-27 05:37:44 main:574] : INFO : Epoch 1688 | loss: 0.0311042 | val_loss: 0.0311423 | Time: 1633.98 ms
[2021-09-27 05:37:46 main:574] : INFO : Epoch 1689 | loss: 0.0311019 | val_loss: 0.0311483 | Time: 1645.4 ms
[2021-09-27 05:37:47 main:574] : INFO : Epoch 1690 | loss: 0.0311054 | val_loss: 0.0311471 | Time: 1649.93 ms
[2021-09-27 05:37:49 main:574] : INFO : Epoch 1691 | loss: 0.031107 | val_loss: 0.0311424 | Time: 1637.52 ms
[2021-09-27 05:37:51 main:574] : INFO : Epoch 1692 | loss: 0.0311064 | val_loss: 0.0311441 | Time: 1712.03 ms
[2021-09-27 05:37:52 main:574] : INFO : Epoch 1693 | loss: 0.0311051 | val_loss: 0.0311439 | Time: 1692.19 ms
[2021-09-27 05:37:54 main:574] : INFO : Epoch 1694 | loss: 0.031101 | val_loss: 0.0311426 | Time: 1713.52 ms
[2021-09-27 05:37:56 main:574] : INFO : Epoch 1695 | loss: 0.031098 | val_loss: 0.0311417 | Time: 1655.03 ms
[2021-09-27 05:37:57 main:574] : INFO : Epoch 1696 | loss: 0.0310945 | val_loss: 0.0311453 | Time: 1683.74 ms
[2021-09-27 05:37:59 main:574] : INFO : Epoch 1697 | loss: 0.0310986 | val_loss: 0.0311445 | Time: 1682.16 ms
[2021-09-27 05:38:01 main:574] : INFO : Epoch 1698 | loss: 0.0311056 | val_loss: 0.0311406 | Time: 1696.42 ms
[2021-09-27 05:38:03 main:574] : INFO : Epoch 1699 | loss: 0.0311057 | val_loss: 0.031141 | Time: 1694.38 ms
[2021-09-27 05:38:04 main:574] : INFO : Epoch 1700 | loss: 0.0311085 | val_loss: 0.0311428 | Time: 1678.59 ms
[2021-09-27 05:38:06 main:574] : INFO : Epoch 1701 | loss: 0.0311063 | val_loss: 0.0311465 | Time: 1650.28 ms
[2021-09-27 05:38:08 main:574] : INFO : Epoch 1702 | loss: 0.031107 | val_loss: 0.03114 | Time: 1687.9 ms
[2021-09-27 05:38:09 main:574] : INFO : Epoch 1703 | loss: 0.0311048 | val_loss: 0.0311374 | Time: 1662.25 ms
[2021-09-27 05:38:11 main:574] : INFO : Epoch 1704 | loss: 0.0311063 | val_loss: 0.0311382 | Time: 1651.93 ms
[2021-09-27 05:38:13 main:574] : INFO : Epoch 1705 | loss: 0.0311154 | val_loss: 0.0311531 | Time: 1675.4 ms
[2021-09-27 05:38:14 main:574] : INFO : Epoch 1706 | loss: 0.031122 | val_loss: 0.0311429 | Time: 1759.26 ms
[2021-09-27 05:38:16 main:574] : INFO : Epoch 1707 | loss: 0.0311156 | val_loss: 0.0311327 | Time: 1679.92 ms
[2021-09-27 05:38:18 main:574] : INFO : Epoch 1708 | loss: 0.031107 | val_loss: 0.0311372 | Time: 1674.72 ms
[2021-09-27 05:38:19 main:574] : INFO : Epoch 1709 | loss: 0.0311023 | val_loss: 0.0311379 | Time: 1646.02 ms
[2021-09-27 05:38:21 main:574] : INFO : Epoch 1710 | loss: 0.0311001 | val_loss: 0.0311386 | Time: 1680.52 ms
[2021-09-27 05:38:23 main:574] : INFO : Epoch 1711 | loss: 0.0310972 | val_loss: 0.0311392 | Time: 1678.01 ms
[2021-09-27 05:38:25 main:574] : INFO : Epoch 1712 | loss: 0.031095 | val_loss: 0.0311408 | Time: 1757.16 ms
[2021-09-27 05:38:26 main:574] : INFO : Epoch 1713 | loss: 0.0310968 | val_loss: 0.0311427 | Time: 1695.23 ms
[2021-09-27 05:38:28 main:574] : INFO : Epoch 1714 | loss: 0.0311021 | val_loss: 0.0311375 | Time: 1654.55 ms
[2021-09-27 05:38:30 main:574] : INFO : Epoch 1715 | loss: 0.0311033 | val_loss: 0.031141 | Time: 1663.08 ms
[2021-09-27 05:38:31 main:574] : INFO : Epoch 1716 | loss: 0.0311001 | val_loss: 0.0311372 | Time: 1657.62 ms
[2021-09-27 05:38:33 main:574] : INFO : Epoch 1717 | loss: 0.0310982 | val_loss: 0.0311345 | Time: 1665.42 ms
[2021-09-27 05:38:35 main:574] : INFO : Epoch 1718 | loss: 0.0310969 | val_loss: 0.0311381 | Time: 1663.29 ms
[2021-09-27 05:38:36 main:574] : INFO : Epoch 1719 | loss: 0.0310934 | val_loss: 0.0311415 | Time: 1629.68 ms
[2021-09-27 05:38:38 main:574] : INFO : Epoch 1720 | loss: 0.0311029 | val_loss: 0.0311354 | Time: 1632.36 ms
[2021-09-27 05:38:39 main:574] : INFO : Epoch 1721 | loss: 0.031111 | val_loss: 0.0311388 | Time: 1650.25 ms
[2021-09-27 05:38:41 main:574] : INFO : Epoch 1722 | loss: 0.0311022 | val_loss: 0.0311364 | Time: 1629.08 ms
[2021-09-27 05:38:43 main:574] : INFO : Epoch 1723 | loss: 0.0310989 | val_loss: 0.031146 | Time: 1645.24 ms
[2021-09-27 05:38:44 main:574] : INFO : Epoch 1724 | loss: 0.0311012 | val_loss: 0.0311492 | Time: 1641.96 ms
[2021-09-27 05:38:46 main:574] : INFO : Epoch 1725 | loss: 0.031093 | val_loss: 0.0311476 | Time: 1636.13 ms
[2021-09-27 05:38:48 main:574] : INFO : Epoch 1726 | loss: 0.0310915 | val_loss: 0.0311515 | Time: 1627.06 ms
[2021-09-27 05:38:49 main:574] : INFO : Epoch 1727 | loss: 0.0310934 | val_loss: 0.0311439 | Time: 1632.05 ms
[2021-09-27 05:38:51 main:574] : INFO : Epoch 1728 | loss: 0.0310944 | val_loss: 0.0311509 | Time: 1651.16 ms
[2021-09-27 05:38:53 main:574] : INFO : Epoch 1729 | loss: 0.031094 | val_loss: 0.0311416 | Time: 1638.16 ms
[2021-09-27 05:38:54 main:574] : INFO : Epoch 1730 | loss: 0.031093 | val_loss: 0.0311531 | Time: 1629.51 ms
[2021-09-27 05:38:56 main:574] : INFO : Epoch 1731 | loss: 0.031088 | val_loss: 0.0311515 | Time: 1648.57 ms
[2021-09-27 05:38:58 main:574] : INFO : Epoch 1732 | loss: 0.031091 | val_loss: 0.0311466 | Time: 1636.67 ms
[2021-09-27 05:38:59 main:574] : INFO : Epoch 1733 | loss: 0.0310912 | val_loss: 0.0311536 | Time: 1641.72 ms
[2021-09-27 05:39:01 main:574] : INFO : Epoch 1734 | loss: 0.0310895 | val_loss: 0.0311582 | Time: 1662.2 ms
[2021-09-27 05:39:03 main:574] : INFO : Epoch 1735 | loss: 0.0310864 | val_loss: 0.0311503 | Time: 1641.19 ms
[2021-09-27 05:39:04 main:574] : INFO : Epoch 1736 | loss: 0.0310855 | val_loss: 0.0311484 | Time: 1664.56 ms
[2021-09-27 05:39:06 main:574] : INFO : Epoch 1737 | loss: 0.0310878 | val_loss: 0.031151 | Time: 1644.5 ms
[2021-09-27 05:39:08 main:574] : INFO : Epoch 1738 | loss: 0.031085 | val_loss: 0.031147 | Time: 1643.82 ms
[2021-09-27 05:39:09 main:574] : INFO : Epoch 1739 | loss: 0.0310885 | val_loss: 0.0311458 | Time: 1621.99 ms
[2021-09-27 05:39:11 main:574] : INFO : Epoch 1740 | loss: 0.0310899 | val_loss: 0.0311496 | Time: 1626.96 ms
[2021-09-27 05:39:12 main:574] : INFO : Epoch 1741 | loss: 0.031108 | val_loss: 0.0311462 | Time: 1634.71 ms
[2021-09-27 05:39:14 main:574] : INFO : Epoch 1742 | loss: 0.0311094 | val_loss: 0.0311444 | Time: 1630.38 ms
[2021-09-27 05:39:16 main:574] : INFO : Epoch 1743 | loss: 0.0311029 | val_loss: 0.0311427 | Time: 1628.71 ms
[2021-09-27 05:39:17 main:574] : INFO : Epoch 1744 | loss: 0.031106 | val_loss: 0.0311426 | Time: 1629.74 ms
[2021-09-27 05:39:19 main:574] : INFO : Epoch 1745 | loss: 0.0310999 | val_loss: 0.0311455 | Time: 1640.44 ms
[2021-09-27 05:39:21 main:574] : INFO : Epoch 1746 | loss: 0.0310993 | val_loss: 0.0311422 | Time: 1631.63 ms
[2021-09-27 05:39:22 main:574] : INFO : Epoch 1747 | loss: 0.0310967 | val_loss: 0.031139 | Time: 1626.05 ms
[2021-09-27 05:39:24 main:574] : INFO : Epoch 1748 | loss: 0.0310932 | val_loss: 0.0311394 | Time: 1618.7 ms
[2021-09-27 05:39:26 main:574] : INFO : Epoch 1749 | loss: 0.0310942 | val_loss: 0.0311401 | Time: 1640.33 ms
[2021-09-27 05:39:27 main:574] : INFO : Epoch 1750 | loss: 0.0311004 | val_loss: 0.0311364 | Time: 1660.06 ms
[2021-09-27 05:39:29 main:574] : INFO : Epoch 1751 | loss: 0.0311091 | val_loss: 0.0311434 | Time: 1663.85 ms
[2021-09-27 05:39:31 main:574] : INFO : Epoch 1752 | loss: 0.0311034 | val_loss: 0.0311388 | Time: 1634.97 ms
[2021-09-27 05:39:32 main:574] : INFO : Epoch 1753 | loss: 0.0311035 | val_loss: 0.0311361 | Time: 1639.75 ms
[2021-09-27 05:39:34 main:574] : INFO : Epoch 1754 | loss: 0.0310984 | val_loss: 0.0311469 | Time: 1642.69 ms
[2021-09-27 05:39:35 main:574] : INFO : Epoch 1755 | loss: 0.0310974 | val_loss: 0.0311431 | Time: 1628.93 ms
[2021-09-27 05:39:37 main:574] : INFO : Epoch 1756 | loss: 0.0311009 | val_loss: 0.0311424 | Time: 1659.63 ms
[2021-09-27 05:39:39 main:574] : INFO : Epoch 1757 | loss: 0.0311045 | val_loss: 0.031157 | Time: 1647.56 ms
[2021-09-27 05:39:40 main:574] : INFO : Epoch 1758 | loss: 0.0311 | val_loss: 0.0311423 | Time: 1658.37 ms
[2021-09-27 05:39:42 main:574] : INFO : Epoch 1759 | loss: 0.0310968 | val_loss: 0.0311436 | Time: 1646.99 ms
[2021-09-27 05:39:44 main:574] : INFO : Epoch 1760 | loss: 0.0310932 | val_loss: 0.0311457 | Time: 1641.81 ms
[2021-09-27 05:39:45 main:574] : INFO : Epoch 1761 | loss: 0.0310928 | val_loss: 0.0311438 | Time: 1660.74 ms
[2021-09-27 05:39:47 main:574] : INFO : Epoch 1762 | loss: 0.031092 | val_loss: 0.0311496 | Time: 1696.01 ms
[2021-09-27 05:39:49 main:574] : INFO : Epoch 1763 | loss: 0.0310925 | val_loss: 0.0311472 | Time: 1718.05 ms
[2021-09-27 05:39:51 main:574] : INFO : Epoch 1764 | loss: 0.0310903 | val_loss: 0.0311522 | Time: 1689.28 ms
[2021-09-27 05:39:52 main:574] : INFO : Epoch 1765 | loss: 0.0310879 | val_loss: 0.0311523 | Time: 1682.24 ms
[2021-09-27 05:39:54 main:574] : INFO : Epoch 1766 | loss: 0.0310863 | val_loss: 0.0311496 | Time: 1691.7 ms
[2021-09-27 05:39:56 main:574] : INFO : Epoch 1767 | loss: 0.0310875 | val_loss: 0.0311454 | Time: 1696.64 ms
[2021-09-27 05:39:57 main:574] : INFO : Epoch 1768 | loss: 0.0310869 | val_loss: 0.0311523 | Time: 1704.47 ms
[2021-09-27 05:39:59 main:574] : INFO : Epoch 1769 | loss: 0.0311005 | val_loss: 0.0311466 | Time: 1700.74 ms
[2021-09-27 05:40:01 main:574] : INFO : Epoch 1770 | loss: 0.0311016 | val_loss: 0.0311427 | Time: 1701.5 ms
[2021-09-27 05:40:03 main:574] : INFO : Epoch 1771 | loss: 0.0311004 | val_loss: 0.0311433 | Time: 1760.96 ms
[2021-09-27 05:40:04 main:574] : INFO : Epoch 1772 | loss: 0.0310965 | val_loss: 0.0311381 | Time: 1832.38 ms
[2021-09-27 05:40:06 main:574] : INFO : Epoch 1773 | loss: 0.0311017 | val_loss: 0.0311365 | Time: 1687.01 ms
[2021-09-27 05:40:08 main:574] : INFO : Epoch 1774 | loss: 0.0310999 | val_loss: 0.031147 | Time: 1718.73 ms
[2021-09-27 05:40:10 main:574] : INFO : Epoch 1775 | loss: 0.0310961 | val_loss: 0.0311478 | Time: 1796.79 ms
[2021-09-27 05:40:11 main:574] : INFO : Epoch 1776 | loss: 0.0310951 | val_loss: 0.0311408 | Time: 1772.32 ms
[2021-09-27 05:40:13 main:574] : INFO : Epoch 1777 | loss: 0.0311023 | val_loss: 0.0311373 | Time: 1727.7 ms
[2021-09-27 05:40:15 main:574] : INFO : Epoch 1778 | loss: 0.0310996 | val_loss: 0.0311405 | Time: 1776.75 ms
[2021-09-27 05:40:17 main:574] : INFO : Epoch 1779 | loss: 0.0310947 | val_loss: 0.0311348 | Time: 1793.46 ms
[2021-09-27 05:40:19 main:574] : INFO : Epoch 1780 | loss: 0.0310912 | val_loss: 0.0311414 | Time: 1796.12 ms
[2021-09-27 05:40:20 main:574] : INFO : Epoch 1781 | loss: 0.0310921 | val_loss: 0.0311403 | Time: 1789.49 ms
[2021-09-27 05:40:22 main:574] : INFO : Epoch 1782 | loss: 0.0310975 | val_loss: 0.0311364 | Time: 1702.17 ms
[2021-09-27 05:40:24 main:574] : INFO : Epoch 1783 | loss: 0.0310941 | val_loss: 0.0311384 | Time: 1690.31 ms
[2021-09-27 05:40:26 main:574] : INFO : Epoch 1784 | loss: 0.0310934 | val_loss: 0.0311527 | Time: 1686.52 ms
[2021-09-27 05:40:27 main:574] : INFO : Epoch 1785 | loss: 0.0310915 | val_loss: 0.0311402 | Time: 1664.12 ms
[2021-09-27 05:40:29 main:574] : INFO : Epoch 1786 | loss: 0.0310936 | val_loss: 0.0311379 | Time: 1706.22 ms
[2021-09-27 05:40:31 main:574] : INFO : Epoch 1787 | loss: 0.031099 | val_loss: 0.0311409 | Time: 1680.26 ms
[2021-09-27 05:40:32 main:574] : INFO : Epoch 1788 | loss: 0.0310951 | val_loss: 0.031144 | Time: 1768.74 ms
[2021-09-27 05:40:34 main:574] : INFO : Epoch 1789 | loss: 0.0310893 | val_loss: 0.031139 | Time: 1792.97 ms
[2021-09-27 05:40:36 main:574] : INFO : Epoch 1790 | loss: 0.0310904 | val_loss: 0.0311405 | Time: 1664.36 ms
[2021-09-27 05:40:38 main:574] : INFO : Epoch 1791 | loss: 0.0310896 | val_loss: 0.0311444 | Time: 1847.07 ms
[2021-09-27 05:40:40 main:574] : INFO : Epoch 1792 | loss: 0.031086 | val_loss: 0.0311458 | Time: 1822.68 ms
[2021-09-27 05:40:41 main:574] : INFO : Epoch 1793 | loss: 0.0310833 | val_loss: 0.0311412 | Time: 1697.09 ms
[2021-09-27 05:40:43 main:574] : INFO : Epoch 1794 | loss: 0.0310862 | val_loss: 0.0311439 | Time: 1653.73 ms
[2021-09-27 05:40:45 main:574] : INFO : Epoch 1795 | loss: 0.031089 | val_loss: 0.0311514 | Time: 1672.38 ms
[2021-09-27 05:40:46 main:574] : INFO : Epoch 1796 | loss: 0.0310905 | val_loss: 0.0311471 | Time: 1676.59 ms
[2021-09-27 05:40:48 main:574] : INFO : Epoch 1797 | loss: 0.0310853 | val_loss: 0.0311497 | Time: 1669.92 ms
[2021-09-27 05:40:50 main:574] : INFO : Epoch 1798 | loss: 0.0310873 | val_loss: 0.0311468 | Time: 1675.76 ms
[2021-09-27 05:40:51 main:574] : INFO : Epoch 1799 | loss: 0.0310835 | val_loss: 0.0311442 | Time: 1683.02 ms
[2021-09-27 05:40:53 main:574] : INFO : Epoch 1800 | loss: 0.0310832 | val_loss: 0.0311412 | Time: 1648.37 ms
[2021-09-27 05:40:55 main:574] : INFO : Epoch 1801 | loss: 0.0310807 | val_loss: 0.0311409 | Time: 1639.4 ms
[2021-09-27 05:40:56 main:574] : INFO : Epoch 1802 | loss: 0.0310837 | val_loss: 0.0311395 | Time: 1674.06 ms
[2021-09-27 05:40:58 main:574] : INFO : Epoch 1803 | loss: 0.0310832 | val_loss: 0.0311377 | Time: 1690.33 ms
[2021-09-27 05:41:00 main:574] : INFO : Epoch 1804 | loss: 0.0310835 | val_loss: 0.0311413 | Time: 1701.64 ms
[2021-09-27 05:41:01 main:574] : INFO : Epoch 1805 | loss: 0.0310821 | val_loss: 0.0311553 | Time: 1672.52 ms
[2021-09-27 05:41:03 main:574] : INFO : Epoch 1806 | loss: 0.0310821 | val_loss: 0.0311561 | Time: 1673.5 ms
[2021-09-27 05:41:05 main:574] : INFO : Epoch 1807 | loss: 0.0310852 | val_loss: 0.0311392 | Time: 1772.16 ms
[2021-09-27 05:41:07 main:574] : INFO : Epoch 1808 | loss: 0.0310789 | val_loss: 0.0311408 | Time: 1762.35 ms
[2021-09-27 05:41:08 main:574] : INFO : Epoch 1809 | loss: 0.0310748 | val_loss: 0.0311547 | Time: 1651.73 ms
[2021-09-27 05:41:10 main:574] : INFO : Epoch 1810 | loss: 0.0310791 | val_loss: 0.0311373 | Time: 1658.68 ms
[2021-09-27 05:41:12 main:574] : INFO : Epoch 1811 | loss: 0.0310802 | val_loss: 0.0311466 | Time: 1689.97 ms
[2021-09-27 05:41:13 main:574] : INFO : Epoch 1812 | loss: 0.0310778 | val_loss: 0.0311518 | Time: 1661.65 ms
[2021-09-27 05:41:15 main:574] : INFO : Epoch 1813 | loss: 0.0310792 | val_loss: 0.0311469 | Time: 1621.56 ms
[2021-09-27 05:41:17 main:574] : INFO : Epoch 1814 | loss: 0.0310746 | val_loss: 0.0311453 | Time: 1700.9 ms
[2021-09-27 05:41:18 main:574] : INFO : Epoch 1815 | loss: 0.0310741 | val_loss: 0.0311438 | Time: 1780.65 ms
[2021-09-27 05:41:20 main:574] : INFO : Epoch 1816 | loss: 0.0310796 | val_loss: 0.0311481 | Time: 1687.41 ms
[2021-09-27 05:41:22 main:574] : INFO : Epoch 1817 | loss: 0.031083 | val_loss: 0.0311436 | Time: 1654.35 ms
[2021-09-27 05:41:24 main:574] : INFO : Epoch 1818 | loss: 0.0310879 | val_loss: 0.0311476 | Time: 1744.45 ms
[2021-09-27 05:41:25 main:574] : INFO : Epoch 1819 | loss: 0.0310952 | val_loss: 0.0311399 | Time: 1663.98 ms
[2021-09-27 05:41:27 main:574] : INFO : Epoch 1820 | loss: 0.0310893 | val_loss: 0.0311361 | Time: 1674.11 ms
[2021-09-27 05:41:29 main:574] : INFO : Epoch 1821 | loss: 0.0310818 | val_loss: 0.0311381 | Time: 1678.03 ms
[2021-09-27 05:41:30 main:574] : INFO : Epoch 1822 | loss: 0.0310861 | val_loss: 0.0311538 | Time: 1681.34 ms
[2021-09-27 05:41:32 main:574] : INFO : Epoch 1823 | loss: 0.0310859 | val_loss: 0.031141 | Time: 1701.86 ms
[2021-09-27 05:41:34 main:574] : INFO : Epoch 1824 | loss: 0.0310809 | val_loss: 0.0311348 | Time: 1768.69 ms
[2021-09-27 05:41:36 main:574] : INFO : Epoch 1825 | loss: 0.0310824 | val_loss: 0.0311389 | Time: 1693.1 ms
[2021-09-27 05:41:37 main:574] : INFO : Epoch 1826 | loss: 0.0310825 | val_loss: 0.0311384 | Time: 1707.91 ms
[2021-09-27 05:41:39 main:574] : INFO : Epoch 1827 | loss: 0.0310798 | val_loss: 0.0311379 | Time: 1714.36 ms
[2021-09-27 05:41:41 main:574] : INFO : Epoch 1828 | loss: 0.0310805 | val_loss: 0.0311385 | Time: 1673.97 ms
[2021-09-27 05:41:42 main:574] : INFO : Epoch 1829 | loss: 0.0310794 | val_loss: 0.0311461 | Time: 1669.96 ms
[2021-09-27 05:41:44 main:574] : INFO : Epoch 1830 | loss: 0.0310749 | val_loss: 0.031139 | Time: 1660.09 ms
[2021-09-27 05:41:46 main:574] : INFO : Epoch 1831 | loss: 0.031074 | val_loss: 0.031148 | Time: 1670.48 ms
[2021-09-27 05:41:47 main:574] : INFO : Epoch 1832 | loss: 0.0310715 | val_loss: 0.031142 | Time: 1674.04 ms
[2021-09-27 05:41:49 main:574] : INFO : Epoch 1833 | loss: 0.0310728 | val_loss: 0.0311389 | Time: 1662.31 ms
[2021-09-27 05:41:51 main:574] : INFO : Epoch 1834 | loss: 0.0310803 | val_loss: 0.0311394 | Time: 1651.93 ms
[2021-09-27 05:41:52 main:574] : INFO : Epoch 1835 | loss: 0.0310783 | val_loss: 0.0311433 | Time: 1623.2 ms
[2021-09-27 05:41:54 main:574] : INFO : Epoch 1836 | loss: 0.0310796 | val_loss: 0.0311501 | Time: 1644.85 ms
[2021-09-27 05:41:56 main:574] : INFO : Epoch 1837 | loss: 0.0310749 | val_loss: 0.0311472 | Time: 1662.95 ms
[2021-09-27 05:41:57 main:574] : INFO : Epoch 1838 | loss: 0.0310712 | val_loss: 0.0311505 | Time: 1668.3 ms
[2021-09-27 05:41:59 main:574] : INFO : Epoch 1839 | loss: 0.0310717 | val_loss: 0.0311446 | Time: 1655.66 ms
[2021-09-27 05:42:01 main:574] : INFO : Epoch 1840 | loss: 0.0310714 | val_loss: 0.0311473 | Time: 1655.06 ms
[2021-09-27 05:42:02 main:574] : INFO : Epoch 1841 | loss: 0.0310761 | val_loss: 0.0311417 | Time: 1676.49 ms
[2021-09-27 05:42:04 main:574] : INFO : Epoch 1842 | loss: 0.0310805 | val_loss: 0.0311517 | Time: 1678.83 ms
[2021-09-27 05:42:06 main:574] : INFO : Epoch 1843 | loss: 0.0310796 | val_loss: 0.0311484 | Time: 1721.59 ms
[2021-09-27 05:42:07 main:574] : INFO : Epoch 1844 | loss: 0.0310764 | val_loss: 0.0311438 | Time: 1629.99 ms
[2021-09-27 05:42:09 main:574] : INFO : Epoch 1845 | loss: 0.0310738 | val_loss: 0.0311429 | Time: 1641.31 ms
[2021-09-27 05:42:11 main:574] : INFO : Epoch 1846 | loss: 0.0310737 | val_loss: 0.0311524 | Time: 1775.26 ms
[2021-09-27 05:42:13 main:574] : INFO : Epoch 1847 | loss: 0.0310772 | val_loss: 0.031149 | Time: 1739.5 ms
[2021-09-27 05:42:14 main:574] : INFO : Epoch 1848 | loss: 0.0310781 | val_loss: 0.031147 | Time: 1659.02 ms
[2021-09-27 05:42:16 main:574] : INFO : Epoch 1849 | loss: 0.0310722 | val_loss: 0.0311559 | Time: 1651.51 ms
[2021-09-27 05:42:18 main:574] : INFO : Epoch 1850 | loss: 0.0310768 | val_loss: 0.0311488 | Time: 1738.61 ms
[2021-09-27 05:42:19 main:574] : INFO : Epoch 1851 | loss: 0.0310749 | val_loss: 0.0311553 | Time: 1773.78 ms
[2021-09-27 05:42:21 main:574] : INFO : Epoch 1852 | loss: 0.0310757 | val_loss: 0.0311499 | Time: 1750.76 ms
[2021-09-27 05:42:23 main:574] : INFO : Epoch 1853 | loss: 0.0310697 | val_loss: 0.0311516 | Time: 1651.72 ms
[2021-09-27 05:42:25 main:574] : INFO : Epoch 1854 | loss: 0.0310744 | val_loss: 0.0311469 | Time: 1644.5 ms
[2021-09-27 05:42:26 main:574] : INFO : Epoch 1855 | loss: 0.0310707 | val_loss: 0.0311533 | Time: 1643.1 ms
[2021-09-27 05:42:28 main:574] : INFO : Epoch 1856 | loss: 0.0310723 | val_loss: 0.0311476 | Time: 1662.25 ms
[2021-09-27 05:42:30 main:574] : INFO : Epoch 1857 | loss: 0.031068 | val_loss: 0.0311461 | Time: 1699.92 ms
[2021-09-27 05:42:31 main:574] : INFO : Epoch 1858 | loss: 0.0310765 | val_loss: 0.0311476 | Time: 1659.87 ms
[2021-09-27 05:42:33 main:574] : INFO : Epoch 1859 | loss: 0.0310753 | val_loss: 0.0311442 | Time: 1692.21 ms
[2021-09-27 05:42:35 main:574] : INFO : Epoch 1860 | loss: 0.0310703 | val_loss: 0.0311499 | Time: 1777.33 ms
[2021-09-27 05:42:36 main:574] : INFO : Epoch 1861 | loss: 0.0310687 | val_loss: 0.0311508 | Time: 1658.8 ms
[2021-09-27 05:42:38 main:574] : INFO : Epoch 1862 | loss: 0.0310713 | val_loss: 0.0311481 | Time: 1658.95 ms
[2021-09-27 05:42:40 main:574] : INFO : Epoch 1863 | loss: 0.031071 | val_loss: 0.0311497 | Time: 1671.79 ms
[2021-09-27 05:42:41 main:574] : INFO : Epoch 1864 | loss: 0.0310704 | val_loss: 0.0311488 | Time: 1749.55 ms
[2021-09-27 05:42:43 main:574] : INFO : Epoch 1865 | loss: 0.031069 | val_loss: 0.0311496 | Time: 1647.69 ms
[2021-09-27 05:42:45 main:574] : INFO : Epoch 1866 | loss: 0.0310723 | val_loss: 0.0311456 | Time: 1633.85 ms
[2021-09-27 05:42:46 main:574] : INFO : Epoch 1867 | loss: 0.0310746 | val_loss: 0.0311514 | Time: 1652.47 ms
[2021-09-27 05:42:48 main:574] : INFO : Epoch 1868 | loss: 0.0310731 | val_loss: 0.0311434 | Time: 1707.1 ms
[2021-09-27 05:42:50 main:574] : INFO : Epoch 1869 | loss: 0.031076 | val_loss: 0.0311411 | Time: 1639.12 ms
[2021-09-27 05:42:51 main:574] : INFO : Epoch 1870 | loss: 0.0310723 | val_loss: 0.0311443 | Time: 1652.62 ms
[2021-09-27 05:42:53 main:574] : INFO : Epoch 1871 | loss: 0.03107 | val_loss: 0.0311484 | Time: 1656.91 ms
[2021-09-27 05:42:55 main:574] : INFO : Epoch 1872 | loss: 0.0310747 | val_loss: 0.0311451 | Time: 1631.36 ms
[2021-09-27 05:42:56 main:574] : INFO : Epoch 1873 | loss: 0.0310786 | val_loss: 0.0311478 | Time: 1641.95 ms
[2021-09-27 05:42:58 main:574] : INFO : Epoch 1874 | loss: 0.0310786 | val_loss: 0.0311476 | Time: 1630.91 ms
[2021-09-27 05:43:00 main:574] : INFO : Epoch 1875 | loss: 0.0310728 | val_loss: 0.0311434 | Time: 1665 ms
[2021-09-27 05:43:01 main:574] : INFO : Epoch 1876 | loss: 0.0310825 | val_loss: 0.0311397 | Time: 1683.63 ms
[2021-09-27 05:43:03 main:574] : INFO : Epoch 1877 | loss: 0.0310739 | val_loss: 0.0311411 | Time: 1765.96 ms
[2021-09-27 05:43:05 main:574] : INFO : Epoch 1878 | loss: 0.0310708 | val_loss: 0.0311549 | Time: 1678.77 ms
[2021-09-27 05:43:07 main:574] : INFO : Epoch 1879 | loss: 0.0310719 | val_loss: 0.0311429 | Time: 1660.73 ms
[2021-09-27 05:43:08 main:574] : INFO : Epoch 1880 | loss: 0.0310761 | val_loss: 0.0311506 | Time: 1665.54 ms
[2021-09-27 05:43:10 main:574] : INFO : Epoch 1881 | loss: 0.031072 | val_loss: 0.0311452 | Time: 1636.09 ms
[2021-09-27 05:43:12 main:574] : INFO : Epoch 1882 | loss: 0.0310708 | val_loss: 0.0311446 | Time: 1639.81 ms
[2021-09-27 05:43:13 main:574] : INFO : Epoch 1883 | loss: 0.0310695 | val_loss: 0.0311393 | Time: 1653.11 ms
[2021-09-27 05:43:15 main:574] : INFO : Epoch 1884 | loss: 0.0310685 | val_loss: 0.0311415 | Time: 1640.32 ms
[2021-09-27 05:43:16 main:574] : INFO : Epoch 1885 | loss: 0.0310682 | val_loss: 0.0311457 | Time: 1625.68 ms
[2021-09-27 05:43:18 main:574] : INFO : Epoch 1886 | loss: 0.0310664 | val_loss: 0.0311411 | Time: 1655.07 ms
[2021-09-27 05:43:20 main:574] : INFO : Epoch 1887 | loss: 0.0310641 | val_loss: 0.0311427 | Time: 1656.11 ms
[2021-09-27 05:43:22 main:574] : INFO : Epoch 1888 | loss: 0.0310641 | val_loss: 0.0311437 | Time: 1698.58 ms
[2021-09-27 05:43:23 main:574] : INFO : Epoch 1889 | loss: 0.0310619 | val_loss: 0.0311461 | Time: 1696.54 ms
[2021-09-27 05:43:25 main:574] : INFO : Epoch 1890 | loss: 0.0310709 | val_loss: 0.0311448 | Time: 1657.93 ms
[2021-09-27 05:43:27 main:574] : INFO : Epoch 1891 | loss: 0.0310691 | val_loss: 0.0311525 | Time: 1728.99 ms
[2021-09-27 05:43:28 main:574] : INFO : Epoch 1892 | loss: 0.0310678 | val_loss: 0.0311535 | Time: 1666.56 ms
[2021-09-27 05:43:30 main:574] : INFO : Epoch 1893 | loss: 0.0310777 | val_loss: 0.0311512 | Time: 1760.21 ms
[2021-09-27 05:43:32 main:574] : INFO : Epoch 1894 | loss: 0.0310798 | val_loss: 0.0311473 | Time: 1646.08 ms
[2021-09-27 05:43:33 main:574] : INFO : Epoch 1895 | loss: 0.0310728 | val_loss: 0.0311432 | Time: 1693.29 ms
[2021-09-27 05:43:35 main:574] : INFO : Epoch 1896 | loss: 0.0310696 | val_loss: 0.0311557 | Time: 1716.32 ms
[2021-09-27 05:43:37 main:574] : INFO : Epoch 1897 | loss: 0.0310661 | val_loss: 0.0311538 | Time: 1708.02 ms
[2021-09-27 05:43:39 main:574] : INFO : Epoch 1898 | loss: 0.0310813 | val_loss: 0.0311434 | Time: 1725.35 ms
[2021-09-27 05:43:40 main:574] : INFO : Epoch 1899 | loss: 0.0310818 | val_loss: 0.0311514 | Time: 1870.9 ms
[2021-09-27 05:43:42 main:574] : INFO : Epoch 1900 | loss: 0.031085 | val_loss: 0.0311463 | Time: 1783.41 ms
[2021-09-27 05:43:44 main:574] : INFO : Epoch 1901 | loss: 0.0310824 | val_loss: 0.0311407 | Time: 1647.59 ms
[2021-09-27 05:43:46 main:574] : INFO : Epoch 1902 | loss: 0.0310776 | val_loss: 0.0311498 | Time: 1665.28 ms
[2021-09-27 05:43:47 main:574] : INFO : Epoch 1903 | loss: 0.0310874 | val_loss: 0.0311445 | Time: 1668.48 ms
[2021-09-27 05:43:49 main:574] : INFO : Epoch 1904 | loss: 0.0310782 | val_loss: 0.0311439 | Time: 1657.03 ms
[2021-09-27 05:43:51 main:574] : INFO : Epoch 1905 | loss: 0.0310776 | val_loss: 0.0311367 | Time: 1726.3 ms
[2021-09-27 05:43:53 main:574] : INFO : Epoch 1906 | loss: 0.0310819 | val_loss: 0.0311397 | Time: 1818.56 ms
[2021-09-27 05:43:54 main:574] : INFO : Epoch 1907 | loss: 0.0310852 | val_loss: 0.0311494 | Time: 1776.61 ms
[2021-09-27 05:43:56 main:574] : INFO : Epoch 1908 | loss: 0.0310858 | val_loss: 0.0311436 | Time: 1690.67 ms
[2021-09-27 05:43:58 main:574] : INFO : Epoch 1909 | loss: 0.0310828 | val_loss: 0.0311505 | Time: 1800.4 ms
[2021-09-27 05:44:00 main:574] : INFO : Epoch 1910 | loss: 0.0310741 | val_loss: 0.0311485 | Time: 1736.52 ms
[2021-09-27 05:44:01 main:574] : INFO : Epoch 1911 | loss: 0.0310703 | val_loss: 0.0311481 | Time: 1662.78 ms
[2021-09-27 05:44:03 main:574] : INFO : Epoch 1912 | loss: 0.0310688 | val_loss: 0.0311477 | Time: 1672.07 ms
[2021-09-27 05:44:05 main:574] : INFO : Epoch 1913 | loss: 0.03107 | val_loss: 0.0311416 | Time: 1672.55 ms
[2021-09-27 05:44:06 main:574] : INFO : Epoch 1914 | loss: 0.031066 | val_loss: 0.0311426 | Time: 1672.8 ms
[2021-09-27 05:44:08 main:574] : INFO : Epoch 1915 | loss: 0.0310674 | val_loss: 0.0311397 | Time: 1656.89 ms
[2021-09-27 05:44:10 main:574] : INFO : Epoch 1916 | loss: 0.0310679 | val_loss: 0.0311445 | Time: 1687.88 ms
[2021-09-27 05:44:11 main:574] : INFO : Epoch 1917 | loss: 0.0310677 | val_loss: 0.0311427 | Time: 1665.61 ms
[2021-09-27 05:44:13 main:574] : INFO : Epoch 1918 | loss: 0.0310664 | val_loss: 0.0311453 | Time: 1710.79 ms
[2021-09-27 05:44:15 main:574] : INFO : Epoch 1919 | loss: 0.0310693 | val_loss: 0.0311391 | Time: 1655.6 ms
[2021-09-27 05:44:16 main:574] : INFO : Epoch 1920 | loss: 0.0310714 | val_loss: 0.0311432 | Time: 1638.48 ms
[2021-09-27 05:44:18 main:574] : INFO : Epoch 1921 | loss: 0.0310729 | val_loss: 0.0311423 | Time: 1637.58 ms
[2021-09-27 05:44:20 main:574] : INFO : Epoch 1922 | loss: 0.0310787 | val_loss: 0.0311589 | Time: 1621.54 ms
[2021-09-27 05:44:21 main:574] : INFO : Epoch 1923 | loss: 0.0311213 | val_loss: 0.0311418 | Time: 1638.41 ms
[2021-09-27 05:44:23 main:574] : INFO : Epoch 1924 | loss: 0.0311166 | val_loss: 0.0311391 | Time: 1660.4 ms
[2021-09-27 05:44:25 main:574] : INFO : Epoch 1925 | loss: 0.0311088 | val_loss: 0.0311385 | Time: 1612.74 ms
[2021-09-27 05:44:26 main:574] : INFO : Epoch 1926 | loss: 0.0311057 | val_loss: 0.0311378 | Time: 1663.62 ms
[2021-09-27 05:44:28 main:574] : INFO : Epoch 1927 | loss: 0.0310967 | val_loss: 0.0311344 | Time: 1658.36 ms
[2021-09-27 05:44:30 main:574] : INFO : Epoch 1928 | loss: 0.0310906 | val_loss: 0.0311449 | Time: 1666.05 ms
[2021-09-27 05:44:31 main:574] : INFO : Epoch 1929 | loss: 0.0310961 | val_loss: 0.0311404 | Time: 1655.78 ms
[2021-09-27 05:44:33 main:574] : INFO : Epoch 1930 | loss: 0.0310949 | val_loss: 0.031133 | Time: 1649.73 ms
[2021-09-27 05:44:35 main:574] : INFO : Epoch 1931 | loss: 0.0310884 | val_loss: 0.0311323 | Time: 1634.25 ms
[2021-09-27 05:44:36 main:574] : INFO : Epoch 1932 | loss: 0.0310816 | val_loss: 0.0311312 | Time: 1633.55 ms
[2021-09-27 05:44:38 main:574] : INFO : Epoch 1933 | loss: 0.0310871 | val_loss: 0.0311328 | Time: 1636.25 ms
[2021-09-27 05:44:39 main:574] : INFO : Epoch 1934 | loss: 0.0310887 | val_loss: 0.0311259 | Time: 1634.73 ms
[2021-09-27 05:44:41 main:574] : INFO : Epoch 1935 | loss: 0.0310877 | val_loss: 0.0311357 | Time: 1641.97 ms
[2021-09-27 05:44:43 main:574] : INFO : Epoch 1936 | loss: 0.0310855 | val_loss: 0.0311342 | Time: 1644.61 ms
[2021-09-27 05:44:44 main:574] : INFO : Epoch 1937 | loss: 0.0310788 | val_loss: 0.0311416 | Time: 1659.94 ms
[2021-09-27 05:44:46 main:574] : INFO : Epoch 1938 | loss: 0.0310793 | val_loss: 0.0311326 | Time: 1652.92 ms
[2021-09-27 05:44:48 main:574] : INFO : Epoch 1939 | loss: 0.0310863 | val_loss: 0.031139 | Time: 1643.47 ms
[2021-09-27 05:44:49 main:574] : INFO : Epoch 1940 | loss: 0.0310801 | val_loss: 0.0311373 | Time: 1645.4 ms
[2021-09-27 05:44:51 main:574] : INFO : Epoch 1941 | loss: 0.0310795 | val_loss: 0.0311362 | Time: 1653.04 ms
[2021-09-27 05:44:53 main:574] : INFO : Epoch 1942 | loss: 0.0310869 | val_loss: 0.0311324 | Time: 1628.67 ms
[2021-09-27 05:44:54 main:574] : INFO : Epoch 1943 | loss: 0.0310893 | val_loss: 0.0311408 | Time: 1628.89 ms
[2021-09-27 05:44:56 main:574] : INFO : Epoch 1944 | loss: 0.0310747 | val_loss: 0.0311353 | Time: 1645.02 ms
[2021-09-27 05:44:58 main:574] : INFO : Epoch 1945 | loss: 0.0310692 | val_loss: 0.0311346 | Time: 1618 ms
[2021-09-27 05:44:59 main:574] : INFO : Epoch 1946 | loss: 0.0310755 | val_loss: 0.0311416 | Time: 1622.9 ms
[2021-09-27 05:45:01 main:574] : INFO : Epoch 1947 | loss: 0.0310989 | val_loss: 0.0311414 | Time: 1638.83 ms
[2021-09-27 05:45:03 main:574] : INFO : Epoch 1948 | loss: 0.0311 | val_loss: 0.0311374 | Time: 1642.54 ms
[2021-09-27 05:45:04 main:574] : INFO : Epoch 1949 | loss: 0.0310949 | val_loss: 0.0311347 | Time: 1647.01 ms
[2021-09-27 05:45:06 main:574] : INFO : Epoch 1950 | loss: 0.0310898 | val_loss: 0.031132 | Time: 1634.59 ms
[2021-09-27 05:45:07 main:574] : INFO : Epoch 1951 | loss: 0.0310943 | val_loss: 0.0311299 | Time: 1635.31 ms
[2021-09-27 05:45:09 main:574] : INFO : Epoch 1952 | loss: 0.0310936 | val_loss: 0.0311252 | Time: 1638 ms
[2021-09-27 05:45:11 main:574] : INFO : Epoch 1953 | loss: 0.0310894 | val_loss: 0.0311275 | Time: 1621.98 ms
[2021-09-27 05:45:12 main:574] : INFO : Epoch 1954 | loss: 0.0310846 | val_loss: 0.0311408 | Time: 1636.82 ms
[2021-09-27 05:45:14 main:574] : INFO : Epoch 1955 | loss: 0.0310826 | val_loss: 0.0311269 | Time: 1657.52 ms
[2021-09-27 05:45:16 main:574] : INFO : Epoch 1956 | loss: 0.0310762 | val_loss: 0.031129 | Time: 1616.91 ms
[2021-09-27 05:45:17 main:574] : INFO : Epoch 1957 | loss: 0.0310744 | val_loss: 0.0311345 | Time: 1648.67 ms
[2021-09-27 05:45:19 main:574] : INFO : Epoch 1958 | loss: 0.0310753 | val_loss: 0.0311348 | Time: 1656.06 ms
[2021-09-27 05:45:21 main:574] : INFO : Epoch 1959 | loss: 0.0310722 | val_loss: 0.0311335 | Time: 1620.8 ms
[2021-09-27 05:45:22 main:574] : INFO : Epoch 1960 | loss: 0.0310694 | val_loss: 0.031141 | Time: 1633.55 ms
[2021-09-27 05:45:24 main:574] : INFO : Epoch 1961 | loss: 0.0310708 | val_loss: 0.0311311 | Time: 1690.49 ms
[2021-09-27 05:45:26 main:574] : INFO : Epoch 1962 | loss: 0.031068 | val_loss: 0.0311366 | Time: 1615.17 ms
[2021-09-27 05:45:27 main:574] : INFO : Epoch 1963 | loss: 0.0310715 | val_loss: 0.0311415 | Time: 1661.4 ms
[2021-09-27 05:45:29 main:574] : INFO : Epoch 1964 | loss: 0.0310707 | val_loss: 0.0311276 | Time: 1631.46 ms
[2021-09-27 05:45:31 main:574] : INFO : Epoch 1965 | loss: 0.0310662 | val_loss: 0.0311322 | Time: 1672.84 ms
[2021-09-27 05:45:32 main:574] : INFO : Epoch 1966 | loss: 0.031068 | val_loss: 0.0311455 | Time: 1654.95 ms
[2021-09-27 05:45:34 main:574] : INFO : Epoch 1967 | loss: 0.0310818 | val_loss: 0.0311339 | Time: 1639.27 ms
[2021-09-27 05:45:36 main:574] : INFO : Epoch 1968 | loss: 0.0310958 | val_loss: 0.0311334 | Time: 1634.63 ms
[2021-09-27 05:45:37 main:574] : INFO : Epoch 1969 | loss: 0.0310928 | val_loss: 0.0311244 | Time: 1637.84 ms
[2021-09-27 05:45:39 main:574] : INFO : Epoch 1970 | loss: 0.0310832 | val_loss: 0.0311293 | Time: 1619.81 ms
[2021-09-27 05:45:40 main:574] : INFO : Epoch 1971 | loss: 0.0310756 | val_loss: 0.0311258 | Time: 1653.21 ms
[2021-09-27 05:45:42 main:574] : INFO : Epoch 1972 | loss: 0.0310765 | val_loss: 0.0311319 | Time: 1647.14 ms
[2021-09-27 05:45:44 main:574] : INFO : Epoch 1973 | loss: 0.0310756 | val_loss: 0.0311301 | Time: 1638.1 ms
[2021-09-27 05:45:45 main:574] : INFO : Epoch 1974 | loss: 0.0310831 | val_loss: 0.0311292 | Time: 1652.31 ms
[2021-09-27 05:45:47 main:574] : INFO : Epoch 1975 | loss: 0.0310754 | val_loss: 0.0311357 | Time: 1632.21 ms
[2021-09-27 05:45:49 main:574] : INFO : Epoch 1976 | loss: 0.031076 | val_loss: 0.031133 | Time: 1647.52 ms
[2021-09-27 05:45:50 main:574] : INFO : Epoch 1977 | loss: 0.0310742 | val_loss: 0.0311338 | Time: 1654.94 ms
[2021-09-27 05:45:52 main:574] : INFO : Epoch 1978 | loss: 0.0310706 | val_loss: 0.0311338 | Time: 1624.33 ms
[2021-09-27 05:45:54 main:574] : INFO : Epoch 1979 | loss: 0.0310703 | val_loss: 0.0311355 | Time: 1640.74 ms
[2021-09-27 05:45:55 main:574] : INFO : Epoch 1980 | loss: 0.0310701 | val_loss: 0.0311323 | Time: 1636.53 ms
[2021-09-27 05:45:57 main:574] : INFO : Epoch 1981 | loss: 0.0310815 | val_loss: 0.0311342 | Time: 1631.44 ms
[2021-09-27 05:45:59 main:574] : INFO : Epoch 1982 | loss: 0.0310839 | val_loss: 0.0311298 | Time: 1653.62 ms
[2021-09-27 05:46:00 main:574] : INFO : Epoch 1983 | loss: 0.0310905 | val_loss: 0.031133 | Time: 1643.58 ms
[2021-09-27 05:46:02 main:574] : INFO : Epoch 1984 | loss: 0.031079 | val_loss: 0.0311338 | Time: 1624.76 ms
[2021-09-27 05:46:04 main:574] : INFO : Epoch 1985 | loss: 0.0310746 | val_loss: 0.0311448 | Time: 1628.07 ms
[2021-09-27 05:46:05 main:574] : INFO : Epoch 1986 | loss: 0.0310733 | val_loss: 0.0311477 | Time: 1622.54 ms
[2021-09-27 05:46:07 main:574] : INFO : Epoch 1987 | loss: 0.0310647 | val_loss: 0.0311349 | Time: 1617.81 ms
[2021-09-27 05:46:08 main:574] : INFO : Epoch 1988 | loss: 0.0310653 | val_loss: 0.0311353 | Time: 1634.8 ms
[2021-09-27 05:46:10 main:574] : INFO : Epoch 1989 | loss: 0.0310673 | val_loss: 0.0311394 | Time: 1638.83 ms
[2021-09-27 05:46:12 main:574] : INFO : Epoch 1990 | loss: 0.0310649 | val_loss: 0.0311339 | Time: 1609.28 ms
[2021-09-27 05:46:13 main:574] : INFO : Epoch 1991 | loss: 0.0310672 | val_loss: 0.0311343 | Time: 1611.75 ms
[2021-09-27 05:46:15 main:574] : INFO : Epoch 1992 | loss: 0.0310666 | val_loss: 0.0311437 | Time: 1631.61 ms
[2021-09-27 05:46:17 main:574] : INFO : Epoch 1993 | loss: 0.0310656 | val_loss: 0.0311388 | Time: 1634.36 ms
[2021-09-27 05:46:18 main:574] : INFO : Epoch 1994 | loss: 0.0310599 | val_loss: 0.0311451 | Time: 1627.75 ms
[2021-09-27 05:46:20 main:574] : INFO : Epoch 1995 | loss: 0.0310633 | val_loss: 0.0311415 | Time: 1633.88 ms
[2021-09-27 05:46:22 main:574] : INFO : Epoch 1996 | loss: 0.0310626 | val_loss: 0.0311398 | Time: 1623.74 ms
[2021-09-27 05:46:23 main:574] : INFO : Epoch 1997 | loss: 0.031058 | val_loss: 0.0311396 | Time: 1641.62 ms
[2021-09-27 05:46:25 main:574] : INFO : Epoch 1998 | loss: 0.0310574 | val_loss: 0.0311372 | Time: 1630.89 ms
[2021-09-27 05:46:26 main:574] : INFO : Epoch 1999 | loss: 0.0310537 | val_loss: 0.0311408 | Time: 1626.53 ms
[2021-09-27 05:46:28 main:574] : INFO : Epoch 2000 | loss: 0.031055 | val_loss: 0.0311439 | Time: 1610.86 ms
[2021-09-27 05:46:30 main:574] : INFO : Epoch 2001 | loss: 0.0310554 | val_loss: 0.0311421 | Time: 1642.03 ms
[2021-09-27 05:46:31 main:574] : INFO : Epoch 2002 | loss: 0.0310574 | val_loss: 0.0311383 | Time: 1635.37 ms
[2021-09-27 05:46:33 main:574] : INFO : Epoch 2003 | loss: 0.0310607 | val_loss: 0.0311402 | Time: 1634.69 ms
[2021-09-27 05:46:35 main:574] : INFO : Epoch 2004 | loss: 0.0310573 | val_loss: 0.0311365 | Time: 1641.83 ms
[2021-09-27 05:46:36 main:574] : INFO : Epoch 2005 | loss: 0.0310567 | val_loss: 0.0311399 | Time: 1628.97 ms
[2021-09-27 05:46:38 main:574] : INFO : Epoch 2006 | loss: 0.0310616 | val_loss: 0.0311395 | Time: 1632.56 ms
[2021-09-27 05:46:40 main:574] : INFO : Epoch 2007 | loss: 0.0310599 | val_loss: 0.0311306 | Time: 1640.14 ms
[2021-09-27 05:46:41 main:574] : INFO : Epoch 2008 | loss: 0.0310579 | val_loss: 0.0311493 | Time: 1628.55 ms
[2021-09-27 05:46:43 main:574] : INFO : Epoch 2009 | loss: 0.0310616 | val_loss: 0.0311377 | Time: 1629.09 ms
[2021-09-27 05:46:45 main:574] : INFO : Epoch 2010 | loss: 0.0310623 | val_loss: 0.0311429 | Time: 1631.59 ms
[2021-09-27 05:46:46 main:574] : INFO : Epoch 2011 | loss: 0.0310534 | val_loss: 0.0311414 | Time: 1648.12 ms
[2021-09-27 05:46:48 main:574] : INFO : Epoch 2012 | loss: 0.0310529 | val_loss: 0.0311402 | Time: 1618.9 ms
[2021-09-27 05:46:49 main:574] : INFO : Epoch 2013 | loss: 0.0310572 | val_loss: 0.0311588 | Time: 1632.6 ms
[2021-09-27 05:46:51 main:574] : INFO : Epoch 2014 | loss: 0.0310618 | val_loss: 0.031142 | Time: 1639.57 ms
[2021-09-27 05:46:53 main:574] : INFO : Epoch 2015 | loss: 0.0310518 | val_loss: 0.0311457 | Time: 1627.44 ms
[2021-09-27 05:46:54 main:574] : INFO : Epoch 2016 | loss: 0.0310504 | val_loss: 0.0311536 | Time: 1652.78 ms
[2021-09-27 05:46:56 main:574] : INFO : Epoch 2017 | loss: 0.0310611 | val_loss: 0.0311555 | Time: 1637.28 ms
[2021-09-27 05:46:58 main:574] : INFO : Epoch 2018 | loss: 0.0310679 | val_loss: 0.0311375 | Time: 1636.74 ms
[2021-09-27 05:46:59 main:574] : INFO : Epoch 2019 | loss: 0.0310689 | val_loss: 0.0311336 | Time: 1634.29 ms
[2021-09-27 05:47:01 main:574] : INFO : Epoch 2020 | loss: 0.0310636 | val_loss: 0.0311355 | Time: 1627.98 ms
[2021-09-27 05:47:03 main:574] : INFO : Epoch 2021 | loss: 0.0310578 | val_loss: 0.0311388 | Time: 1643.55 ms
[2021-09-27 05:47:04 main:574] : INFO : Epoch 2022 | loss: 0.0310589 | val_loss: 0.0311328 | Time: 1638.86 ms
[2021-09-27 05:47:06 main:574] : INFO : Epoch 2023 | loss: 0.0310568 | val_loss: 0.0311462 | Time: 1611.27 ms
[2021-09-27 05:47:07 main:574] : INFO : Epoch 2024 | loss: 0.0310525 | val_loss: 0.0311378 | Time: 1605.98 ms
[2021-09-27 05:47:09 main:574] : INFO : Epoch 2025 | loss: 0.0310592 | val_loss: 0.031137 | Time: 1638.6 ms
[2021-09-27 05:47:11 main:574] : INFO : Epoch 2026 | loss: 0.0310637 | val_loss: 0.0311514 | Time: 1634.61 ms
[2021-09-27 05:47:12 main:574] : INFO : Epoch 2027 | loss: 0.0310566 | val_loss: 0.0311458 | Time: 1633.6 ms
[2021-09-27 05:47:14 main:574] : INFO : Epoch 2028 | loss: 0.0310529 | val_loss: 0.0311403 | Time: 1633.99 ms
[2021-09-27 05:47:16 main:574] : INFO : Epoch 2029 | loss: 0.0310553 | val_loss: 0.0311435 | Time: 1637.44 ms
[2021-09-27 05:47:17 main:574] : INFO : Epoch 2030 | loss: 0.0310542 | val_loss: 0.0311464 | Time: 1620.6 ms
[2021-09-27 05:47:19 main:574] : INFO : Epoch 2031 | loss: 0.0310531 | val_loss: 0.0311438 | Time: 1625.82 ms
[2021-09-27 05:47:21 main:574] : INFO : Epoch 2032 | loss: 0.0310549 | val_loss: 0.0311391 | Time: 1622.27 ms
[2021-09-27 05:47:22 main:574] : INFO : Epoch 2033 | loss: 0.0310583 | val_loss: 0.0311394 | Time: 1637.61 ms
[2021-09-27 05:47:24 main:574] : INFO : Epoch 2034 | loss: 0.031052 | val_loss: 0.0311352 | Time: 1640.54 ms
[2021-09-27 05:47:26 main:574] : INFO : Epoch 2035 | loss: 0.0310523 | val_loss: 0.031146 | Time: 1623.91 ms
[2021-09-27 05:47:27 main:574] : INFO : Epoch 2036 | loss: 0.0310528 | val_loss: 0.0311432 | Time: 1618.47 ms
[2021-09-27 05:47:29 main:574] : INFO : Epoch 2037 | loss: 0.0310555 | val_loss: 0.0311423 | Time: 1632.55 ms
[2021-09-27 05:47:30 main:574] : INFO : Epoch 2038 | loss: 0.0310552 | val_loss: 0.0311471 | Time: 1625.7 ms
[2021-09-27 05:47:32 main:574] : INFO : Epoch 2039 | loss: 0.0310507 | val_loss: 0.0311402 | Time: 1641.78 ms
[2021-09-27 05:47:34 main:574] : INFO : Epoch 2040 | loss: 0.0310487 | val_loss: 0.0311526 | Time: 1631.76 ms
[2021-09-27 05:47:35 main:574] : INFO : Epoch 2041 | loss: 0.0310493 | val_loss: 0.0311445 | Time: 1618.97 ms
[2021-09-27 05:47:37 main:574] : INFO : Epoch 2042 | loss: 0.0310507 | val_loss: 0.0311392 | Time: 1651.38 ms
[2021-09-27 05:47:39 main:574] : INFO : Epoch 2043 | loss: 0.0310523 | val_loss: 0.031144 | Time: 1621.92 ms
[2021-09-27 05:47:40 main:574] : INFO : Epoch 2044 | loss: 0.0310512 | val_loss: 0.0311475 | Time: 1632.16 ms
[2021-09-27 05:47:42 main:574] : INFO : Epoch 2045 | loss: 0.0310486 | val_loss: 0.0311351 | Time: 1650.54 ms
[2021-09-27 05:47:44 main:574] : INFO : Epoch 2046 | loss: 0.0310517 | val_loss: 0.0311422 | Time: 1606.11 ms
[2021-09-27 05:47:45 main:574] : INFO : Epoch 2047 | loss: 0.031049 | val_loss: 0.0311489 | Time: 1641.09 ms
[2021-09-27 05:47:47 main:574] : INFO : Epoch 2048 | loss: 0.0310468 | val_loss: 0.0311437 | Time: 1639.65 ms
[2021-09-27 05:47:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311437
[2021-09-27 05:47:47 main:603] : INFO : Saving end state to config to file
[2021-09-27 05:47:47 main:608] : INFO : Success, exiting..
05:47:47 (6236): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)