Task 5239640
| Name | ParityMachine-1619233327-18035-2_1 |
| Workunit | 3109892 |
| Created | 26 May 2021, 17:35:00 UTC |
| Sent | 26 May 2021, 21:26:41 UTC |
| Report deadline | 2 Jun 2021, 21:26:41 UTC |
| Received | 27 May 2021, 8:12:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9432 |
| Run time | 36 min 37 sec |
| CPU time | 35 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 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: 0.0311334 | val_loss: 0.0311551 | Time: 1068.85 ms
[2021-05-27 03:39:20 main:574] : INFO : Epoch 1543 | loss: 0.0311323 | val_loss: 0.0311481 | Time: 1064.73 ms
[2021-05-27 03:39:21 main:574] : INFO : Epoch 1544 | loss: 0.031131 | val_loss: 0.0311489 | Time: 1054.78 ms
[2021-05-27 03:39:22 main:574] : INFO : Epoch 1545 | loss: 0.0311293 | val_loss: 0.0311471 | Time: 1059.66 ms
[2021-05-27 03:39:23 main:574] : INFO : Epoch 1546 | loss: 0.0311289 | val_loss: 0.0311486 | Time: 1073.1 ms
[2021-05-27 03:39:24 main:574] : INFO : Epoch 1547 | loss: 0.031129 | val_loss: 0.0311495 | Time: 1066.15 ms
[2021-05-27 03:39:25 main:574] : INFO : Epoch 1548 | loss: 0.0311277 | val_loss: 0.031147 | Time: 1044.3 ms
[2021-05-27 03:39:26 main:574] : INFO : Epoch 1549 | loss: 0.031127 | val_loss: 0.0311479 | Time: 1064.62 ms
[2021-05-27 03:39:27 main:574] : INFO : Epoch 1550 | loss: 0.0311265 | val_loss: 0.031148 | Time: 1068.98 ms
[2021-05-27 03:39:28 main:574] : INFO : Epoch 1551 | loss: 0.0311241 | val_loss: 0.0311477 | Time: 1051.89 ms
[2021-05-27 03:39:29 main:574] : INFO : Epoch 1552 | loss: 0.031123 | val_loss: 0.0311516 | Time: 1066.88 ms
[2021-05-27 03:39:30 main:574] : INFO : Epoch 1553 | loss: 0.0311256 | val_loss: 0.0311484 | Time: 1086.56 ms
[2021-05-27 03:39:31 main:574] : INFO : Epoch 1554 | loss: 0.0311235 | val_loss: 0.0311511 | Time: 1063.32 ms
[2021-05-27 03:39:32 main:574] : INFO : Epoch 1555 | loss: 0.0311228 | val_loss: 0.0311552 | Time: 1072.14 ms
[2021-05-27 03:39:33 main:574] : INFO : Epoch 1556 | loss: 0.0311236 | val_loss: 0.0311532 | Time: 1070.2 ms
[2021-05-27 03:39:34 main:574] : INFO : Epoch 1557 | loss: 0.031123 | val_loss: 0.0311527 | Time: 1055.62 ms
[2021-05-27 03:39:36 main:574] : INFO : Epoch 1558 | loss: 0.0311256 | val_loss: 0.0311491 | Time: 1061.37 ms
[2021-05-27 03:39:37 main:574] : INFO : Epoch 1559 | loss: 0.0311226 | val_loss: 0.0311501 | Time: 1078.16 ms
[2021-05-27 03:39:38 main:574] : INFO : Epoch 1560 | loss: 0.0311226 | val_loss: 0.0311537 | Time: 1054.5 ms
[2021-05-27 03:39:39 main:574] : INFO : Epoch 1561 | loss: 0.0311226 | val_loss: 0.0311494 | Time: 1082 ms
[2021-05-27 03:39:40 main:574] : INFO : Epoch 1562 | loss: 0.0311203 | val_loss: 0.0311449 | Time: 1076.11 ms
[2021-05-27 03:39:41 main:574] : INFO : Epoch 1563 | loss: 0.0311206 | val_loss: 0.0311456 | Time: 1064.23 ms
[2021-05-27 03:39:42 main:574] : INFO : Epoch 1564 | loss: 0.0311193 | val_loss: 0.0311482 | Time: 1062.8 ms
[2021-05-27 03:39:43 main:574] : INFO : Epoch 1565 | loss: 0.0311211 | val_loss: 0.0311517 | Time: 1066.22 ms
[2021-05-27 03:39:44 main:574] : INFO : Epoch 1566 | loss: 0.0311206 | val_loss: 0.0311495 | Time: 1055.71 ms
[2021-05-27 03:39:45 main:574] : INFO : Epoch 1567 | loss: 0.0311198 | val_loss: 0.031148 | Time: 1063.43 ms
[2021-05-27 03:39:46 main:574] : INFO : Epoch 1568 | loss: 0.0311204 | val_loss: 0.0311508 | Time: 1066.76 ms
[2021-05-27 03:39:47 main:574] : INFO : Epoch 1569 | loss: 0.0311216 | val_loss: 0.0311488 | Time: 1069.5 ms
[2021-05-27 03:39:48 main:574] : INFO : Epoch 1570 | loss: 0.031123 | val_loss: 0.0311533 | Time: 1061.55 ms
[2021-05-27 03:39:49 main:574] : INFO : Epoch 1571 | loss: 0.0311228 | val_loss: 0.0311495 | Time: 1066.34 ms
[2021-05-27 03:39:50 main:574] : INFO : Epoch 1572 | loss: 0.0311251 | val_loss: 0.0311464 | Time: 1075.62 ms
[2021-05-27 03:39:52 main:574] : INFO : Epoch 1573 | loss: 0.0311232 | val_loss: 0.0311494 | Time: 1066.03 ms
[2021-05-27 03:39:53 main:574] : INFO : Epoch 1574 | loss: 0.0311223 | val_loss: 0.031149 | Time: 1062.72 ms
[2021-05-27 03:39:54 main:574] : INFO : Epoch 1575 | loss: 0.0311234 | val_loss: 0.031145 | Time: 1063.87 ms
[2021-05-27 03:39:55 main:574] : INFO : Epoch 1576 | loss: 0.0311222 | val_loss: 0.0311462 | Time: 1064.13 ms
[2021-05-27 03:39:56 main:574] : INFO : Epoch 1577 | loss: 0.0311218 | val_loss: 0.0311466 | Time: 1063.63 ms
[2021-05-27 03:39:57 main:574] : INFO : Epoch 1578 | loss: 0.0311203 | val_loss: 0.031148 | Time: 1070.91 ms
[2021-05-27 03:39:58 main:574] : INFO : Epoch 1579 | loss: 0.0311186 | val_loss: 0.0311512 | Time: 1069.71 ms
[2021-05-27 03:39:59 main:574] : INFO : Epoch 1580 | loss: 0.0311177 | val_loss: 0.0311487 | Time: 1061.1 ms
[2021-05-27 03:40:00 main:574] : INFO : Epoch 1581 | loss: 0.0311174 | val_loss: 0.0311536 | Time: 1061.77 ms
[2021-05-27 03:40:01 main:574] : INFO : Epoch 1582 | loss: 0.031118 | val_loss: 0.0311515 | Time: 1066.06 ms
[2021-05-27 03:40:02 main:574] : INFO : Epoch 1583 | loss: 0.0311171 | val_loss: 0.0311525 | Time: 1078.41 ms
[2021-05-27 03:40:03 main:574] : INFO : Epoch 1584 | loss: 0.0311166 | val_loss: 0.0311498 | Time: 1087.33 ms
[2021-05-27 03:40:04 main:574] : INFO : Epoch 1585 | loss: 0.0311197 | val_loss: 0.0311523 | Time: 1077.58 ms
[2021-05-27 03:40:05 main:574] : INFO : Epoch 1586 | loss: 0.0311212 | val_loss: 0.0311506 | Time: 1066.55 ms
[2021-05-27 03:40:07 main:574] : INFO : Epoch 1587 | loss: 0.0311192 | val_loss: 0.031147 | Time: 1080.08 ms
[2021-05-27 03:40:08 main:574] : INFO : Epoch 1588 | loss: 0.0311186 | val_loss: 0.0311538 | Time: 1066.84 ms
[2021-05-27 03:40:09 main:574] : INFO : Epoch 1589 | loss: 0.0311212 | val_loss: 0.0311484 | Time: 1073.98 ms
[2021-05-27 03:40:10 main:574] : INFO : Epoch 1590 | loss: 0.0311178 | val_loss: 0.0311508 | Time: 1064.18 ms
[2021-05-27 03:40:11 main:574] : INFO : Epoch 1591 | loss: 0.0311171 | val_loss: 0.0311485 | Time: 1064.31 ms
[2021-05-27 03:40:12 main:574] : INFO : Epoch 1592 | loss: 0.0311194 | val_loss: 0.0311549 | Time: 1058.93 ms
[2021-05-27 03:40:13 main:574] : INFO : Epoch 1593 | loss: 0.0311203 | val_loss: 0.0311541 | Time: 1075.7 ms
[2021-05-27 03:40:14 main:574] : INFO : Epoch 1594 | loss: 0.0311175 | val_loss: 0.0311514 | Time: 1051.59 ms
[2021-05-27 03:40:15 main:574] : INFO : Epoch 1595 | loss: 0.0311192 | val_loss: 0.0311472 | Time: 1062.6 ms
[2021-05-27 03:40:16 main:574] : INFO : Epoch 1596 | loss: 0.0311208 | val_loss: 0.0311594 | Time: 1075.05 ms
[2021-05-27 03:40:17 main:574] : INFO : Epoch 1597 | loss: 0.0311192 | val_loss: 0.0311514 | Time: 1071.28 ms
[2021-05-27 03:40:18 main:574] : INFO : Epoch 1598 | loss: 0.0311294 | val_loss: 0.0311756 | Time: 1055.33 ms
[2021-05-27 03:40:19 main:574] : INFO : Epoch 1599 | loss: 0.0311445 | val_loss: 0.0311503 | Time: 1074.65 ms
[2021-05-27 03:40:20 main:574] : INFO : Epoch 1600 | loss: 0.031132 | val_loss: 0.0311446 | Time: 1053.93 ms
[2021-05-27 03:40:21 main:574] : INFO : Epoch 1601 | loss: 0.0311288 | val_loss: 0.0311463 | Time: 1069.36 ms
[2021-05-27 03:40:23 main:574] : INFO : Epoch 1602 | loss: 0.0311261 | val_loss: 0.0311467 | Time: 1084.72 ms
[2021-05-27 03:40:24 main:574] : INFO : Epoch 1603 | loss: 0.0311236 | val_loss: 0.0311477 | Time: 1069.24 ms
[2021-05-27 03:40:25 main:574] : INFO : Epoch 1604 | loss: 0.0311221 | val_loss: 0.0311459 | Time: 1076.21 ms
[2021-05-27 03:40:26 main:574] : INFO : Epoch 1605 | loss: 0.031121 | val_loss: 0.0311535 | Time: 1069.83 ms
[2021-05-27 03:40:27 main:574] : INFO : Epoch 1606 | loss: 0.0311198 | val_loss: 0.0311478 | Time: 1058.44 ms
[2021-05-27 03:40:28 main:574] : INFO : Epoch 1607 | loss: 0.0311195 | val_loss: 0.0311485 | Time: 1057.76 ms
[2021-05-27 03:40:29 main:574] : INFO : Epoch 1608 | loss: 0.0311206 | val_loss: 0.0311453 | Time: 1066.68 ms
[2021-05-27 03:40:30 main:574] : INFO : Epoch 1609 | loss: 0.031123 | val_loss: 0.0311454 | Time: 1078.11 ms
[2021-05-27 03:40:31 main:574] : INFO : Epoch 1610 | loss: 0.0311204 | val_loss: 0.0311477 | Time: 1055.13 ms
[2021-05-27 03:40:32 main:574] : INFO : Epoch 1611 | loss: 0.0311178 | val_loss: 0.0311501 | Time: 1065.8 ms
[2021-05-27 03:40:33 main:574] : INFO : Epoch 1612 | loss: 0.0311175 | val_loss: 0.0311469 | Time: 1069.01 ms
[2021-05-27 03:40:34 main:574] : INFO : Epoch 1613 | loss: 0.0311161 | val_loss: 0.0311498 | Time: 1054.3 ms
[2021-05-27 03:40:35 main:574] : INFO : Epoch 1614 | loss: 0.031119 | val_loss: 0.0311516 | Time: 1056.06 ms
[2021-05-27 03:40:36 main:574] : INFO : Epoch 1615 | loss: 0.0311181 | val_loss: 0.0311514 | Time: 1067.96 ms
[2021-05-27 03:40:37 main:574] : INFO : Epoch 1616 | loss: 0.0311184 | val_loss: 0.0311504 | Time: 1060.41 ms
[2021-05-27 03:40:39 main:574] : INFO : Epoch 1617 | loss: 0.0311163 | val_loss: 0.031151 | Time: 1079.91 ms
[2021-05-27 03:40:40 main:574] : INFO : Epoch 1618 | loss: 0.0311162 | val_loss: 0.0311521 | Time: 1075.52 ms
[2021-05-27 03:40:41 main:574] : INFO : Epoch 1619 | loss: 0.0311221 | val_loss: 0.0311525 | Time: 1058.01 ms
[2021-05-27 03:40:42 main:574] : INFO : Epoch 1620 | loss: 0.0311249 | val_loss: 0.0311494 | Time: 1065.74 ms
[2021-05-27 03:40:43 main:574] : INFO : Epoch 1621 | loss: 0.0311209 | val_loss: 0.0311483 | Time: 1061.51 ms
[2021-05-27 03:40:44 main:574] : INFO : Epoch 1622 | loss: 0.0311217 | val_loss: 0.0311477 | Time: 1065.54 ms
[2021-05-27 03:40:45 main:574] : INFO : Epoch 1623 | loss: 0.0311203 | val_loss: 0.0311524 | Time: 1059.89 ms
[2021-05-27 03:40:46 main:574] : INFO : Epoch 1624 | loss: 0.0311218 | val_loss: 0.0311536 | Time: 1072.45 ms
[2021-05-27 03:40:47 main:574] : INFO : Epoch 1625 | loss: 0.0311229 | val_loss: 0.0311522 | Time: 1066.26 ms
[2021-05-27 03:40:48 main:574] : INFO : Epoch 1626 | loss: 0.0311207 | val_loss: 0.0311525 | Time: 1057.19 ms
[2021-05-27 03:40:49 main:574] : INFO : Epoch 1627 | loss: 0.0311243 | val_loss: 0.0311502 | Time: 1057.97 ms
[2021-05-27 03:40:50 main:574] : INFO : Epoch 1628 | loss: 0.0311192 | val_loss: 0.0311536 | Time: 1058.54 ms
[2021-05-27 03:40:51 main:574] : INFO : Epoch 1629 | loss: 0.0311173 | val_loss: 0.0311488 | Time: 1048.79 ms
[2021-05-27 03:40:52 main:574] : INFO : Epoch 1630 | loss: 0.0311175 | val_loss: 0.0311502 | Time: 1068.83 ms
[2021-05-27 03:40:53 main:574] : INFO : Epoch 1631 | loss: 0.0311175 | val_loss: 0.0311498 | Time: 1068.79 ms
[2021-05-27 03:40:55 main:574] : INFO : Epoch 1632 | loss: 0.0311191 | val_loss: 0.0311527 | Time: 1058.21 ms
[2021-05-27 03:40:56 main:574] : INFO : Epoch 1633 | loss: 0.0311166 | val_loss: 0.0311511 | Time: 1072.5 ms
[2021-05-27 03:40:57 main:574] : INFO : Epoch 1634 | loss: 0.0311159 | val_loss: 0.0311525 | Time: 1073.72 ms
[2021-05-27 03:40:58 main:574] : INFO : Epoch 1635 | loss: 0.0311167 | val_loss: 0.0311523 | Time: 1068.55 ms
[2021-05-27 03:40:59 main:574] : INFO : Epoch 1636 | loss: 0.0311196 | val_loss: 0.0311523 | Time: 1068.17 ms
[2021-05-27 03:41:00 main:574] : INFO : Epoch 1637 | loss: 0.0311198 | val_loss: 0.0311506 | Time: 1053.62 ms
[2021-05-27 03:41:01 main:574] : INFO : Epoch 1638 | loss: 0.0311184 | val_loss: 0.0311486 | Time: 1068.08 ms
[2021-05-27 03:41:02 main:574] : INFO : Epoch 1639 | loss: 0.0311162 | val_loss: 0.0311548 | Time: 1063.65 ms
[2021-05-27 03:41:03 main:574] : INFO : Epoch 1640 | loss: 0.0311184 | val_loss: 0.031151 | Time: 1061.39 ms
[2021-05-27 03:41:04 main:574] : INFO : Epoch 1641 | loss: 0.0311193 | val_loss: 0.0311488 | Time: 1064.78 ms
[2021-05-27 03:41:05 main:574] : INFO : Epoch 1642 | loss: 0.0311218 | val_loss: 0.0311474 | Time: 1064.85 ms
[2021-05-27 03:41:06 main:574] : INFO : Epoch 1643 | loss: 0.031123 | val_loss: 0.0311541 | Time: 1063.52 ms
[2021-05-27 03:41:07 main:574] : INFO : Epoch 1644 | loss: 0.0311218 | val_loss: 0.0311512 | Time: 1065.86 ms
[2021-05-27 03:41:08 main:574] : INFO : Epoch 1645 | loss: 0.0311201 | val_loss: 0.0311469 | Time: 1048.23 ms
[2021-05-27 03:41:09 main:574] : INFO : Epoch 1646 | loss: 0.0311206 | val_loss: 0.0311485 | Time: 1071.47 ms
[2021-05-27 03:41:11 main:574] : INFO : Epoch 1647 | loss: 0.0311198 | val_loss: 0.0311492 | Time: 1074.12 ms
[2021-05-27 03:41:12 main:574] : INFO : Epoch 1648 | loss: 0.0311173 | val_loss: 0.0311501 | Time: 1076.44 ms
[2021-05-27 03:41:13 main:574] : INFO : Epoch 1649 | loss: 0.0311161 | val_loss: 0.0311494 | Time: 1067.86 ms
[2021-05-27 03:41:14 main:574] : INFO : Epoch 1650 | loss: 0.0311143 | val_loss: 0.0311536 | Time: 1062.19 ms
[2021-05-27 03:41:15 main:574] : INFO : Epoch 1651 | loss: 0.0311137 | val_loss: 0.0311512 | Time: 1077.16 ms
[2021-05-27 03:41:16 main:574] : INFO : Epoch 1652 | loss: 0.0311146 | val_loss: 0.031161 | Time: 1063.52 ms
[2021-05-27 03:41:17 main:574] : INFO : Epoch 1653 | loss: 0.0311154 | val_loss: 0.0311554 | Time: 1071.53 ms
[2021-05-27 03:41:18 main:574] : INFO : Epoch 1654 | loss: 0.0311155 | val_loss: 0.0311554 | Time: 1070.79 ms
[2021-05-27 03:41:19 main:574] : INFO : Epoch 1655 | loss: 0.0311151 | val_loss: 0.0311494 | Time: 1068.53 ms
[2021-05-27 03:41:20 main:574] : INFO : Epoch 1656 | loss: 0.0311155 | val_loss: 0.0311529 | Time: 1052.17 ms
[2021-05-27 03:41:21 main:574] : INFO : Epoch 1657 | loss: 0.0311176 | val_loss: 0.0311597 | Time: 1081.01 ms
[2021-05-27 03:41:22 main:574] : INFO : Epoch 1658 | loss: 0.0311146 | val_loss: 0.0311561 | Time: 1066.78 ms
[2021-05-27 03:41:23 main:574] : INFO : Epoch 1659 | loss: 0.0311128 | val_loss: 0.0311541 | Time: 1060.74 ms
[2021-05-27 03:41:24 main:574] : INFO : Epoch 1660 | loss: 0.0311131 | val_loss: 0.0311545 | Time: 1073.38 ms
[2021-05-27 03:41:26 main:574] : INFO : Epoch 1661 | loss: 0.0311161 | val_loss: 0.0311564 | Time: 1058.52 ms
[2021-05-27 03:41:27 main:574] : INFO : Epoch 1662 | loss: 0.0311139 | val_loss: 0.0311522 | Time: 1074.57 ms
[2021-05-27 03:41:28 main:574] : INFO : Epoch 1663 | loss: 0.0311165 | val_loss: 0.0311547 | Time: 1062.41 ms
[2021-05-27 03:41:29 main:574] : INFO : Epoch 1664 | loss: 0.0311159 | val_loss: 0.0311552 | Time: 1058.41 ms
[2021-05-27 03:41:30 main:574] : INFO : Epoch 1665 | loss: 0.0311177 | val_loss: 0.0311478 | Time: 1051.84 ms
[2021-05-27 03:41:31 main:574] : INFO : Epoch 1666 | loss: 0.0311166 | val_loss: 0.031149 | Time: 1062.96 ms
[2021-05-27 03:41:32 main:574] : INFO : Epoch 1667 | loss: 0.0311138 | val_loss: 0.0311544 | Time: 1055.4 ms
[2021-05-27 03:41:33 main:574] : INFO : Epoch 1668 | loss: 0.0311136 | val_loss: 0.0311485 | Time: 1054.31 ms
[2021-05-27 03:41:34 main:574] : INFO : Epoch 1669 | loss: 0.0311142 | val_loss: 0.0311527 | Time: 1058.46 ms
[2021-05-27 03:41:35 main:574] : INFO : Epoch 1670 | loss: 0.031113 | val_loss: 0.0311552 | Time: 1067.84 ms
[2021-05-27 03:41:36 main:574] : INFO : Epoch 1671 | loss: 0.0311135 | val_loss: 0.0311547 | Time: 1056.91 ms
[2021-05-27 03:41:37 main:574] : INFO : Epoch 1672 | loss: 0.0311124 | val_loss: 0.0311542 | Time: 1072.25 ms
[2021-05-27 03:41:38 main:574] : INFO : Epoch 1673 | loss: 0.0311132 | val_loss: 0.0311495 | Time: 1071.26 ms
[2021-05-27 03:41:39 main:574] : INFO : Epoch 1674 | loss: 0.0311184 | val_loss: 0.0311509 | Time: 1072.74 ms
[2021-05-27 03:41:40 main:574] : INFO : Epoch 1675 | loss: 0.0311246 | val_loss: 0.0311615 | Time: 1063.52 ms
[2021-05-27 03:41:42 main:574] : INFO : Epoch 1676 | loss: 0.0311267 | val_loss: 0.0311522 | Time: 1083.56 ms
[2021-05-27 03:41:43 main:574] : INFO : Epoch 1677 | loss: 0.0311244 | val_loss: 0.0311549 | Time: 1063.81 ms
[2021-05-27 03:41:44 main:574] : INFO : Epoch 1678 | loss: 0.031121 | val_loss: 0.0311497 | Time: 1059.72 ms
[2021-05-27 03:41:45 main:574] : INFO : Epoch 1679 | loss: 0.0311155 | val_loss: 0.031151 | Time: 1058.77 ms
[2021-05-27 03:41:46 main:574] : INFO : Epoch 1680 | loss: 0.0311133 | val_loss: 0.0311498 | Time: 1060.09 ms
[2021-05-27 03:41:47 main:574] : INFO : Epoch 1681 | loss: 0.0311132 | val_loss: 0.0311512 | Time: 1068.64 ms
[2021-05-27 03:41:48 main:574] : INFO : Epoch 1682 | loss: 0.0311132 | val_loss: 0.0311486 | Time: 1062.87 ms
[2021-05-27 03:41:49 main:574] : INFO : Epoch 1683 | loss: 0.0311135 | val_loss: 0.0311493 | Time: 1065.58 ms
[2021-05-27 03:41:50 main:574] : INFO : Epoch 1684 | loss: 0.031113 | val_loss: 0.0311531 | Time: 1061.59 ms
[2021-05-27 03:41:51 main:574] : INFO : Epoch 1685 | loss: 0.0311102 | val_loss: 0.0311525 | Time: 1063.12 ms
[2021-05-27 03:41:52 main:574] : INFO : Epoch 1686 | loss: 0.0311141 | val_loss: 0.0311558 | Time: 1080.22 ms
[2021-05-27 03:41:53 main:574] : INFO : Epoch 1687 | loss: 0.0311166 | val_loss: 0.0311526 | Time: 1076.11 ms
[2021-05-27 03:41:54 main:574] : INFO : Epoch 1688 | loss: 0.0311146 | val_loss: 0.0311517 | Time: 1069.44 ms
[2021-05-27 03:41:55 main:574] : INFO : Epoch 1689 | loss: 0.0311206 | val_loss: 0.0311471 | Time: 1067.65 ms
[2021-05-27 03:41:56 main:574] : INFO : Epoch 1690 | loss: 0.031123 | val_loss: 0.0311538 | Time: 1080.59 ms
[2021-05-27 03:41:58 main:574] : INFO : Epoch 1691 | loss: 0.0311204 | val_loss: 0.0311533 | Time: 1063.95 ms
[2021-05-27 03:41:59 main:574] : INFO : Epoch 1692 | loss: 0.0311157 | val_loss: 0.0311505 | Time: 1070.31 ms
[2021-05-27 03:42:00 main:574] : INFO : Epoch 1693 | loss: 0.0311171 | val_loss: 0.0311525 | Time: 1069.36 ms
[2021-05-27 03:42:01 main:574] : INFO : Epoch 1694 | loss: 0.0311132 | val_loss: 0.031152 | Time: 1067.66 ms
[2021-05-27 03:42:02 main:574] : INFO : Epoch 1695 | loss: 0.0311121 | val_loss: 0.0311518 | Time: 1068.38 ms
[2021-05-27 03:42:03 main:574] : INFO : Epoch 1696 | loss: 0.03111 | val_loss: 0.0311532 | Time: 1077.42 ms
[2021-05-27 03:42:04 main:574] : INFO : Epoch 1697 | loss: 0.0311104 | val_loss: 0.031156 | Time: 1063.12 ms
[2021-05-27 03:42:05 main:574] : INFO : Epoch 1698 | loss: 0.0311126 | val_loss: 0.0311569 | Time: 1046.4 ms
[2021-05-27 03:42:06 main:574] : INFO : Epoch 1699 | loss: 0.0311108 | val_loss: 0.0311533 | Time: 1065.83 ms
[2021-05-27 03:42:07 main:574] : INFO : Epoch 1700 | loss: 0.0311112 | val_loss: 0.0311552 | Time: 1074.6 ms
[2021-05-27 03:42:08 main:574] : INFO : Epoch 1701 | loss: 0.0311107 | val_loss: 0.0311536 | Time: 1059.57 ms
[2021-05-27 03:42:09 main:574] : INFO : Epoch 1702 | loss: 0.0311103 | val_loss: 0.0311549 | Time: 1065.98 ms
[2021-05-27 03:42:10 main:574] : INFO : Epoch 1703 | loss: 0.0311123 | val_loss: 0.0311615 | Time: 1065.76 ms
[2021-05-27 03:42:11 main:574] : INFO : Epoch 1704 | loss: 0.0311101 | val_loss: 0.0311541 | Time: 1071.86 ms
[2021-05-27 03:42:12 main:574] : INFO : Epoch 1705 | loss: 0.0311115 | val_loss: 0.0311549 | Time: 1072.05 ms
[2021-05-27 03:42:14 main:574] : INFO : Epoch 1706 | loss: 0.0311143 | val_loss: 0.0311563 | Time: 1058.53 ms
[2021-05-27 03:42:15 main:574] : INFO : Epoch 1707 | loss: 0.0311136 | val_loss: 0.0311507 | Time: 1053.36 ms
[2021-05-27 03:42:16 main:574] : INFO : Epoch 1708 | loss: 0.0311118 | val_loss: 0.0311578 | Time: 1069.99 ms
[2021-05-27 03:42:17 main:574] : INFO : Epoch 1709 | loss: 0.0311137 | val_loss: 0.0311524 | Time: 1068.36 ms
[2021-05-27 03:42:18 main:574] : INFO : Epoch 1710 | loss: 0.031112 | val_loss: 0.031155 | Time: 1057.99 ms
[2021-05-27 03:42:19 main:574] : INFO : Epoch 1711 | loss: 0.0311111 | val_loss: 0.0311526 | Time: 1066.41 ms
[2021-05-27 03:42:20 main:574] : INFO : Epoch 1712 | loss: 0.0311132 | val_loss: 0.0311584 | Time: 1058.86 ms
[2021-05-27 03:42:21 main:574] : INFO : Epoch 1713 | loss: 0.0311138 | val_loss: 0.0311564 | Time: 1065.13 ms
[2021-05-27 03:42:22 main:574] : INFO : Epoch 1714 | loss: 0.0311121 | val_loss: 0.0311577 | Time: 1062.66 ms
[2021-05-27 03:42:23 main:574] : INFO : Epoch 1715 | loss: 0.0311123 | val_loss: 0.0311511 | Time: 1076.17 ms
[2021-05-27 03:42:24 main:574] : INFO : Epoch 1716 | loss: 0.0311136 | val_loss: 0.0311605 | Time: 1064.96 ms
[2021-05-27 03:42:25 main:574] : INFO : Epoch 1717 | loss: 0.0311227 | val_loss: 0.0311654 | Time: 1069.77 ms
[2021-05-27 03:42:26 main:574] : INFO : Epoch 1718 | loss: 0.0313383 | val_loss: 0.0369438 | Time: 1071.75 ms
[2021-05-27 03:42:27 main:574] : INFO : Epoch 1719 | loss: 0.0325702 | val_loss: 0.0316984 | Time: 1053.35 ms
[2021-05-27 03:42:28 main:574] : INFO : Epoch 1720 | loss: 0.031402 | val_loss: 0.0312452 | Time: 1061.67 ms
[2021-05-27 03:42:30 main:574] : INFO : Epoch 1721 | loss: 0.0312038 | val_loss: 0.0311835 | Time: 1063.26 ms
[2021-05-27 03:42:31 main:574] : INFO : Epoch 1722 | loss: 0.0311658 | val_loss: 0.0311601 | Time: 1062.63 ms
[2021-05-27 03:42:32 main:574] : INFO : Epoch 1723 | loss: 0.0311544 | val_loss: 0.0311533 | Time: 1062.62 ms
[2021-05-27 03:42:33 main:574] : INFO : Epoch 1724 | loss: 0.0311463 | val_loss: 0.0311523 | Time: 1070.1 ms
[2021-05-27 03:42:34 main:574] : INFO : Epoch 1725 | loss: 0.0311449 | val_loss: 0.0311488 | Time: 1061.6 ms
[2021-05-27 03:42:35 main:574] : INFO : Epoch 1726 | loss: 0.0311394 | val_loss: 0.0311452 | Time: 1069.68 ms
[2021-05-27 03:42:36 main:574] : INFO : Epoch 1727 | loss: 0.0311346 | val_loss: 0.0311473 | Time: 1055.67 ms
[2021-05-27 03:42:37 main:574] : INFO : Epoch 1728 | loss: 0.0311312 | val_loss: 0.0311511 | Time: 1060.94 ms
[2021-05-27 03:42:38 main:574] : INFO : Epoch 1729 | loss: 0.0311292 | val_loss: 0.0311472 | Time: 1061.73 ms
[2021-05-27 03:42:39 main:574] : INFO : Epoch 1730 | loss: 0.0311284 | val_loss: 0.0311515 | Time: 1064.66 ms
[2021-05-27 03:42:40 main:574] : INFO : Epoch 1731 | loss: 0.0311269 | val_loss: 0.0311468 | Time: 1084.96 ms
[2021-05-27 03:42:41 main:574] : INFO : Epoch 1732 | loss: 0.0311252 | val_loss: 0.0311449 | Time: 1066.96 ms
[2021-05-27 03:42:42 main:574] : INFO : Epoch 1733 | loss: 0.0311232 | val_loss: 0.0311432 | Time: 1059.26 ms
[2021-05-27 03:42:43 main:574] : INFO : Epoch 1734 | loss: 0.0311207 | val_loss: 0.0311428 | Time: 1074.04 ms
[2021-05-27 03:42:44 main:574] : INFO : Epoch 1735 | loss: 0.0311204 | val_loss: 0.0311424 | Time: 1071.79 ms
[2021-05-27 03:42:46 main:574] : INFO : Epoch 1736 | loss: 0.0311208 | val_loss: 0.0311477 | Time: 1060.43 ms
[2021-05-27 03:42:47 main:574] : INFO : Epoch 1737 | loss: 0.0311205 | val_loss: 0.0311446 | Time: 1053.23 ms
[2021-05-27 03:42:48 main:574] : INFO : Epoch 1738 | loss: 0.031119 | val_loss: 0.0311426 | Time: 1065.88 ms
[2021-05-27 03:42:49 main:574] : INFO : Epoch 1739 | loss: 0.0311183 | val_loss: 0.0311438 | Time: 1084.25 ms
[2021-05-27 03:42:50 main:574] : INFO : Epoch 1740 | loss: 0.0311178 | val_loss: 0.0311444 | Time: 1075.75 ms
[2021-05-27 03:42:51 main:574] : INFO : Epoch 1741 | loss: 0.0311175 | val_loss: 0.0311453 | Time: 1066.04 ms
[2021-05-27 03:42:52 main:574] : INFO : Epoch 1742 | loss: 0.0311162 | val_loss: 0.0311487 | Time: 1072.09 ms
[2021-05-27 03:42:53 main:574] : INFO : Epoch 1743 | loss: 0.0311159 | val_loss: 0.0311467 | Time: 1068.71 ms
[2021-05-27 03:42:54 main:574] : INFO : Epoch 1744 | loss: 0.0311159 | val_loss: 0.0311465 | Time: 1057.48 ms
[2021-05-27 03:42:55 main:574] : INFO : Epoch 1745 | loss: 0.0311155 | val_loss: 0.0311453 | Time: 1059.12 ms
[2021-05-27 03:42:56 main:574] : INFO : Epoch 1746 | loss: 0.0311142 | val_loss: 0.031145 | Time: 1059.92 ms
[2021-05-27 03:42:57 main:574] : INFO : Epoch 1747 | loss: 0.0311156 | val_loss: 0.031147 | Time: 1071.43 ms
[2021-05-27 03:42:58 main:574] : INFO : Epoch 1748 | loss: 0.0311151 | val_loss: 0.031148 | Time: 1071.26 ms
[2021-05-27 03:42:59 main:574] : INFO : Epoch 1749 | loss: 0.0311134 | val_loss: 0.0311464 | Time: 1046.28 ms
[2021-05-27 03:43:00 main:574] : INFO : Epoch 1750 | loss: 0.0311166 | val_loss: 0.0311458 | Time: 1061.32 ms
[2021-05-27 03:43:02 main:574] : INFO : Epoch 1751 | loss: 0.0311262 | val_loss: 0.0311487 | Time: 1068.11 ms
[2021-05-27 03:43:03 main:574] : INFO : Epoch 1752 | loss: 0.0311419 | val_loss: 0.0311571 | Time: 1060.68 ms
[2021-05-27 03:43:04 main:574] : INFO : Epoch 1753 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 1063.5 ms
[2021-05-27 03:43:05 main:574] : INFO : Epoch 1754 | loss: 0.0311405 | val_loss: 0.031151 | Time: 1075.27 ms
[2021-05-27 03:43:06 main:574] : INFO : Epoch 1755 | loss: 0.0311384 | val_loss: 0.0311511 | Time: 1058.88 ms
[2021-05-27 03:43:07 main:574] : INFO : Epoch 1756 | loss: 0.0311394 | val_loss: 0.0311512 | Time: 1064.3 ms
[2021-05-27 03:43:08 main:574] : INFO : Epoch 1757 | loss: 0.0311635 | val_loss: 0.0311562 | Time: 1073.62 ms
[2021-05-27 03:43:09 main:574] : INFO : Epoch 1758 | loss: 0.0311442 | val_loss: 0.0311481 | Time: 1071.25 ms
[2021-05-27 03:43:10 main:574] : INFO : Epoch 1759 | loss: 0.0311358 | val_loss: 0.0311435 | Time: 1085.55 ms
[2021-05-27 03:43:11 main:574] : INFO : Epoch 1760 | loss: 0.0311324 | val_loss: 0.0311484 | Time: 1063.39 ms
[2021-05-27 03:43:12 main:574] : INFO : Epoch 1761 | loss: 0.0311291 | val_loss: 0.0311441 | Time: 1055.64 ms
[2021-05-27 03:43:13 main:574] : INFO : Epoch 1762 | loss: 0.0311271 | val_loss: 0.0311442 | Time: 1060.6 ms
[2021-05-27 03:43:14 main:574] : INFO : Epoch 1763 | loss: 0.0311268 | val_loss: 0.031144 | Time: 1061.52 ms
[2021-05-27 03:43:15 main:574] : INFO : Epoch 1764 | loss: 0.0311274 | val_loss: 0.0311445 | Time: 1072.5 ms
[2021-05-27 03:43:16 main:574] : INFO : Epoch 1765 | loss: 0.031128 | val_loss: 0.0311433 | Time: 1054.57 ms
[2021-05-27 03:43:18 main:574] : INFO : Epoch 1766 | loss: 0.0311269 | val_loss: 0.0311422 | Time: 1073.06 ms
[2021-05-27 03:43:19 main:574] : INFO : Epoch 1767 | loss: 0.031125 | val_loss: 0.0311435 | Time: 1064.06 ms
[2021-05-27 03:43:20 main:574] : INFO : Epoch 1768 | loss: 0.0311236 | val_loss: 0.0311438 | Time: 1055.43 ms
[2021-05-27 03:43:21 main:574] : INFO : Epoch 1769 | loss: 0.0311224 | val_loss: 0.0311429 | Time: 1072.27 ms
[2021-05-27 03:43:22 main:574] : INFO : Epoch 1770 | loss: 0.0311271 | val_loss: 0.0311478 | Time: 1062.26 ms
[2021-05-27 03:43:23 main:574] : INFO : Epoch 1771 | loss: 0.0311372 | val_loss: 0.0311465 | Time: 1061.21 ms
[2021-05-27 03:43:24 main:574] : INFO : Epoch 1772 | loss: 0.0311342 | val_loss: 0.0311505 | Time: 1077.38 ms
[2021-05-27 03:43:25 main:574] : INFO : Epoch 1773 | loss: 0.031162 | val_loss: 0.0311698 | Time: 1053.77 ms
[2021-05-27 03:43:26 main:574] : INFO : Epoch 1774 | loss: 0.0311586 | val_loss: 0.0311674 | Time: 1054.06 ms
[2021-05-27 03:43:27 main:574] : INFO : Epoch 1775 | loss: 0.0311539 | val_loss: 0.0311557 | Time: 1058.47 ms
[2021-05-27 03:43:28 main:574] : INFO : Epoch 1776 | loss: 0.0311464 | val_loss: 0.0311503 | Time: 1071.05 ms
[2021-05-27 03:43:29 main:574] : INFO : Epoch 1777 | loss: 0.0311416 | val_loss: 0.0311502 | Time: 1059.7 ms
[2021-05-27 03:43:30 main:574] : INFO : Epoch 1778 | loss: 0.0311386 | val_loss: 0.0311454 | Time: 1078.34 ms
[2021-05-27 03:43:31 main:574] : INFO : Epoch 1779 | loss: 0.031134 | val_loss: 0.0311425 | Time: 1062.73 ms
[2021-05-27 03:43:32 main:574] : INFO : Epoch 1780 | loss: 0.0311324 | val_loss: 0.0311429 | Time: 1074.18 ms
[2021-05-27 03:43:34 main:574] : INFO : Epoch 1781 | loss: 0.0311313 | val_loss: 0.0311416 | Time: 1072.23 ms
[2021-05-27 03:43:35 main:574] : INFO : Epoch 1782 | loss: 0.0311312 | val_loss: 0.0311413 | Time: 1059.56 ms
[2021-05-27 03:43:36 main:574] : INFO : Epoch 1783 | loss: 0.0311299 | val_loss: 0.0311407 | Time: 1051.33 ms
[2021-05-27 03:43:37 main:574] : INFO : Epoch 1784 | loss: 0.0311281 | val_loss: 0.0311387 | Time: 1056.71 ms
[2021-05-27 03:43:38 main:574] : INFO : Epoch 1785 | loss: 0.0311268 | val_loss: 0.0311386 | Time: 1058.58 ms
[2021-05-27 03:43:39 main:574] : INFO : Epoch 1786 | loss: 0.0311264 | val_loss: 0.0311404 | Time: 1069.83 ms
[2021-05-27 03:43:40 main:574] : INFO : Epoch 1787 | loss: 0.0311265 | val_loss: 0.0311393 | Time: 1045.8 ms
[2021-05-27 03:43:41 main:574] : INFO : Epoch 1788 | loss: 0.0311281 | val_loss: 0.031136 | Time: 1061.58 ms
[2021-05-27 03:43:42 main:574] : INFO : Epoch 1789 | loss: 0.0311285 | val_loss: 0.0311386 | Time: 1067.37 ms
[2021-05-27 03:43:43 main:574] : INFO : Epoch 1790 | loss: 0.0311279 | val_loss: 0.0311387 | Time: 1066.08 ms
[2021-05-27 03:43:44 main:574] : INFO : Epoch 1791 | loss: 0.0311268 | val_loss: 0.0311374 | Time: 1068.84 ms
[2021-05-27 03:43:45 main:574] : INFO : Epoch 1792 | loss: 0.0311273 | val_loss: 0.0311371 | Time: 1071.51 ms
[2021-05-27 03:43:46 main:574] : INFO : Epoch 1793 | loss: 0.0311268 | val_loss: 0.0311435 | Time: 1084.29 ms
[2021-05-27 03:43:47 main:574] : INFO : Epoch 1794 | loss: 0.0311249 | val_loss: 0.031141 | Time: 1069.93 ms
[2021-05-27 03:43:48 main:574] : INFO : Epoch 1795 | loss: 0.0311235 | val_loss: 0.0311378 | Time: 1088.77 ms
[2021-05-27 03:43:50 main:574] : INFO : Epoch 1796 | loss: 0.031122 | val_loss: 0.0311368 | Time: 1072.02 ms
[2021-05-27 03:43:51 main:574] : INFO : Epoch 1797 | loss: 0.0311212 | val_loss: 0.0311376 | Time: 1077.03 ms
[2021-05-27 03:43:52 main:574] : INFO : Epoch 1798 | loss: 0.0311219 | val_loss: 0.0311422 | Time: 1071.14 ms
[2021-05-27 03:43:53 main:574] : INFO : Epoch 1799 | loss: 0.0311214 | val_loss: 0.0311386 | Time: 1060.94 ms
[2021-05-27 03:43:54 main:574] : INFO : Epoch 1800 | loss: 0.0311218 | val_loss: 0.0311387 | Time: 1065.13 ms
[2021-05-27 03:43:55 main:574] : INFO : Epoch 1801 | loss: 0.0311213 | val_loss: 0.0311387 | Time: 1072.83 ms
[2021-05-27 03:43:56 main:574] : INFO : Epoch 1802 | loss: 0.0311205 | val_loss: 0.0311386 | Time: 1076.42 ms
[2021-05-27 03:43:57 main:574] : INFO : Epoch 1803 | loss: 0.0311198 | val_loss: 0.031139 | Time: 1061.9 ms
[2021-05-27 03:43:58 main:574] : INFO : Epoch 1804 | loss: 0.0311203 | val_loss: 0.0311397 | Time: 1076.5 ms
[2021-05-27 03:43:59 main:574] : INFO : Epoch 1805 | loss: 0.0311192 | val_loss: 0.0311376 | Time: 1053.77 ms
[2021-05-27 03:44:00 main:574] : INFO : Epoch 1806 | loss: 0.0311205 | val_loss: 0.0311389 | Time: 1069.01 ms
[2021-05-27 03:44:01 main:574] : INFO : Epoch 1807 | loss: 0.0311226 | val_loss: 0.0311405 | Time: 1057.47 ms
[2021-05-27 03:44:02 main:574] : INFO : Epoch 1808 | loss: 0.031123 | val_loss: 0.0311389 | Time: 1049.18 ms
[2021-05-27 03:44:03 main:574] : INFO : Epoch 1809 | loss: 0.0311236 | val_loss: 0.0311411 | Time: 1064.13 ms
[2021-05-27 03:44:04 main:574] : INFO : Epoch 1810 | loss: 0.0311229 | val_loss: 0.0311402 | Time: 1059.46 ms
[2021-05-27 03:44:06 main:574] : INFO : Epoch 1811 | loss: 0.0311211 | val_loss: 0.0311389 | Time: 1068 ms
[2021-05-27 03:44:07 main:574] : INFO : Epoch 1812 | loss: 0.0311196 | val_loss: 0.031138 | Time: 1058.32 ms
[2021-05-27 03:44:08 main:574] : INFO : Epoch 1813 | loss: 0.0311194 | val_loss: 0.0311382 | Time: 1067.56 ms
[2021-05-27 03:44:09 main:574] : INFO : Epoch 1814 | loss: 0.0311193 | val_loss: 0.0311379 | Time: 1077.63 ms
[2021-05-27 03:44:10 main:574] : INFO : Epoch 1815 | loss: 0.0311196 | val_loss: 0.031137 | Time: 1060.54 ms
[2021-05-27 03:44:11 main:574] : INFO : Epoch 1816 | loss: 0.0311197 | val_loss: 0.0311386 | Time: 1065.87 ms
[2021-05-27 03:44:12 main:574] : INFO : Epoch 1817 | loss: 0.031121 | val_loss: 0.0311405 | Time: 1064.37 ms
[2021-05-27 03:44:13 main:574] : INFO : Epoch 1818 | loss: 0.0311208 | val_loss: 0.0311401 | Time: 1072.07 ms
[2021-05-27 03:44:14 main:574] : INFO : Epoch 1819 | loss: 0.03112 | val_loss: 0.0311373 | Time: 1081.92 ms
[2021-05-27 03:44:15 main:574] : INFO : Epoch 1820 | loss: 0.0311179 | val_loss: 0.0311368 | Time: 1076.11 ms
[2021-05-27 03:44:16 main:574] : INFO : Epoch 1821 | loss: 0.0311172 | val_loss: 0.0311384 | Time: 1079.82 ms
[2021-05-27 03:44:17 main:574] : INFO : Epoch 1822 | loss: 0.0311173 | val_loss: 0.0311383 | Time: 1061.59 ms
[2021-05-27 03:44:18 main:574] : INFO : Epoch 1823 | loss: 0.0311174 | val_loss: 0.0311373 | Time: 1059.83 ms
[2021-05-27 03:44:19 main:574] : INFO : Epoch 1824 | loss: 0.0311178 | val_loss: 0.0311386 | Time: 1064.47 ms
[2021-05-27 03:44:21 main:574] : INFO : Epoch 1825 | loss: 0.0311177 | val_loss: 0.0311368 | Time: 1063.45 ms
[2021-05-27 03:44:22 main:574] : INFO : Epoch 1826 | loss: 0.0311177 | val_loss: 0.0311362 | Time: 1067.97 ms
[2021-05-27 03:44:23 main:574] : INFO : Epoch 1827 | loss: 0.0311183 | val_loss: 0.0311383 | Time: 1065.24 ms
[2021-05-27 03:44:24 main:574] : INFO : Epoch 1828 | loss: 0.0311199 | val_loss: 0.0311387 | Time: 1074.43 ms
[2021-05-27 03:44:25 main:574] : INFO : Epoch 1829 | loss: 0.0311175 | val_loss: 0.0311372 | Time: 1061.79 ms
[2021-05-27 03:44:26 main:574] : INFO : Epoch 1830 | loss: 0.031117 | val_loss: 0.0311383 | Time: 1074.06 ms
[2021-05-27 03:44:27 main:574] : INFO : Epoch 1831 | loss: 0.0311168 | val_loss: 0.0311372 | Time: 1065.97 ms
[2021-05-27 03:44:28 main:574] : INFO : Epoch 1832 | loss: 0.0311165 | val_loss: 0.031135 | Time: 1064.18 ms
[2021-05-27 03:44:29 main:574] : INFO : Epoch 1833 | loss: 0.0311154 | val_loss: 0.031137 | Time: 1059.34 ms
[2021-05-27 03:44:30 main:574] : INFO : Epoch 1834 | loss: 0.0311163 | val_loss: 0.0311408 | Time: 1065.1 ms
[2021-05-27 03:44:31 main:574] : INFO : Epoch 1835 | loss: 0.0311176 | val_loss: 0.0311379 | Time: 1054.41 ms
[2021-05-27 03:44:32 main:574] : INFO : Epoch 1836 | loss: 0.031116 | val_loss: 0.0311364 | Time: 1069.95 ms
[2021-05-27 03:44:33 main:574] : INFO : Epoch 1837 | loss: 0.0311144 | val_loss: 0.0311394 | Time: 1065.33 ms
[2021-05-27 03:44:34 main:574] : INFO : Epoch 1838 | loss: 0.031116 | val_loss: 0.0311375 | Time: 1061.5 ms
[2021-05-27 03:44:35 main:574] : INFO : Epoch 1839 | loss: 0.031118 | val_loss: 0.0311407 | Time: 1062.88 ms
[2021-05-27 03:44:37 main:574] : INFO : Epoch 1840 | loss: 0.0311177 | val_loss: 0.0311374 | Time: 1078.69 ms
[2021-05-27 03:44:38 main:574] : INFO : Epoch 1841 | loss: 0.0311163 | val_loss: 0.0311386 | Time: 1058.77 ms
[2021-05-27 03:44:39 main:574] : INFO : Epoch 1842 | loss: 0.0311145 | val_loss: 0.031138 | Time: 1079.74 ms
[2021-05-27 03:44:40 main:574] : INFO : Epoch 1843 | loss: 0.0311152 | val_loss: 0.0311397 | Time: 1067.39 ms
[2021-05-27 03:44:41 main:574] : INFO : Epoch 1844 | loss: 0.0311149 | val_loss: 0.0311393 | Time: 1046.18 ms
[2021-05-27 03:44:42 main:574] : INFO : Epoch 1845 | loss: 0.0311154 | val_loss: 0.0311436 | Time: 1053.05 ms
[2021-05-27 03:44:43 main:574] : INFO : Epoch 1846 | loss: 0.0311148 | val_loss: 0.0311409 | Time: 1057.62 ms
[2021-05-27 03:44:44 main:574] : INFO : Epoch 1847 | loss: 0.0311143 | val_loss: 0.0311431 | Time: 1058.75 ms
[2021-05-27 03:44:45 main:574] : INFO : Epoch 1848 | loss: 0.031114 | val_loss: 0.0311401 | Time: 1060.51 ms
[2021-05-27 03:44:46 main:574] : INFO : Epoch 1849 | loss: 0.031113 | val_loss: 0.0311375 | Time: 1060.92 ms
[2021-05-27 03:44:47 main:574] : INFO : Epoch 1850 | loss: 0.0311123 | val_loss: 0.03114 | Time: 1058.99 ms
[2021-05-27 03:44:48 main:574] : INFO : Epoch 1851 | loss: 0.0311135 | val_loss: 0.0311403 | Time: 1054.91 ms
[2021-05-27 03:44:49 main:574] : INFO : Epoch 1852 | loss: 0.031116 | val_loss: 0.0311472 | Time: 1075.65 ms
[2021-05-27 03:44:50 main:574] : INFO : Epoch 1853 | loss: 0.0311143 | val_loss: 0.0311381 | Time: 1080.17 ms
[2021-05-27 03:44:51 main:574] : INFO : Epoch 1854 | loss: 0.0311126 | val_loss: 0.0311432 | Time: 1073.02 ms
[2021-05-27 03:44:53 main:574] : INFO : Epoch 1855 | loss: 0.0311145 | val_loss: 0.0311414 | Time: 1075.6 ms
[2021-05-27 03:44:54 main:574] : INFO : Epoch 1856 | loss: 0.0311117 | val_loss: 0.0311422 | Time: 1081.82 ms
[2021-05-27 03:44:55 main:574] : INFO : Epoch 1857 | loss: 0.0311114 | val_loss: 0.0311407 | Time: 1082.05 ms
[2021-05-27 03:44:56 main:574] : INFO : Epoch 1858 | loss: 0.0311107 | val_loss: 0.031141 | Time: 1067.77 ms
[2021-05-27 03:44:57 main:574] : INFO : Epoch 1859 | loss: 0.0311116 | val_loss: 0.0311406 | Time: 1065.86 ms
[2021-05-27 03:44:58 main:574] : INFO : Epoch 1860 | loss: 0.0311139 | val_loss: 0.0311417 | Time: 1064.02 ms
[2021-05-27 03:44:59 main:574] : INFO : Epoch 1861 | loss: 0.0311144 | val_loss: 0.0311409 | Time: 1058.73 ms
[2021-05-27 03:45:00 main:574] : INFO : Epoch 1862 | loss: 0.0311143 | val_loss: 0.0311407 | Time: 1062.68 ms
[2021-05-27 03:45:01 main:574] : INFO : Epoch 1863 | loss: 0.0311137 | val_loss: 0.0311402 | Time: 1069.27 ms
[2021-05-27 03:45:02 main:574] : INFO : Epoch 1864 | loss: 0.0311129 | val_loss: 0.0311394 | Time: 1079.59 ms
[2021-05-27 03:45:03 main:574] : INFO : Epoch 1865 | loss: 0.0311117 | val_loss: 0.0311405 | Time: 1075.42 ms
[2021-05-27 03:45:04 main:574] : INFO : Epoch 1866 | loss: 0.0311134 | val_loss: 0.0311381 | Time: 1073.04 ms
[2021-05-27 03:45:05 main:574] : INFO : Epoch 1867 | loss: 0.031117 | val_loss: 0.0311415 | Time: 1062.68 ms
[2021-05-27 03:45:06 main:574] : INFO : Epoch 1868 | loss: 0.0311173 | val_loss: 0.0311381 | Time: 1054.89 ms
[2021-05-27 03:45:08 main:574] : INFO : Epoch 1869 | loss: 0.031116 | val_loss: 0.0311377 | Time: 1065.01 ms
[2021-05-27 03:45:09 main:574] : INFO : Epoch 1870 | loss: 0.0311156 | val_loss: 0.0311406 | Time: 1081.65 ms
[2021-05-27 03:45:10 main:574] : INFO : Epoch 1871 | loss: 0.0311162 | val_loss: 0.0311386 | Time: 1075.74 ms
[2021-05-27 03:45:11 main:574] : INFO : Epoch 1872 | loss: 0.0311111 | val_loss: 0.0311402 | Time: 1069.08 ms
[2021-05-27 03:45:12 main:574] : INFO : Epoch 1873 | loss: 0.0311116 | val_loss: 0.0311384 | Time: 1058.57 ms
[2021-05-27 03:45:13 main:574] : INFO : Epoch 1874 | loss: 0.0311112 | val_loss: 0.0311396 | Time: 1069.89 ms
[2021-05-27 03:45:14 main:574] : INFO : Epoch 1875 | loss: 0.0311125 | val_loss: 0.0311396 | Time: 1071.8 ms
[2021-05-27 03:45:15 main:574] : INFO : Epoch 1876 | loss: 0.0311098 | val_loss: 0.031138 | Time: 1052.15 ms
[2021-05-27 03:45:16 main:574] : INFO : Epoch 1877 | loss: 0.0311097 | val_loss: 0.0311381 | Time: 1068.06 ms
[2021-05-27 03:45:17 main:574] : INFO : Epoch 1878 | loss: 0.031112 | val_loss: 0.0311341 | Time: 1068.19 ms
[2021-05-27 03:45:18 main:574] : INFO : Epoch 1879 | loss: 0.0311115 | val_loss: 0.0311404 | Time: 1062.25 ms
[2021-05-27 03:45:19 main:574] : INFO : Epoch 1880 | loss: 0.0311135 | val_loss: 0.0311408 | Time: 1074.59 ms
[2021-05-27 03:45:20 main:574] : INFO : Epoch 1881 | loss: 0.0311155 | val_loss: 0.0311395 | Time: 1068.18 ms
[2021-05-27 03:45:21 main:574] : INFO : Epoch 1882 | loss: 0.0311105 | val_loss: 0.0311367 | Time: 1069.06 ms
[2021-05-27 03:45:23 main:574] : INFO : Epoch 1883 | loss: 0.0311088 | val_loss: 0.031137 | Time: 1074.73 ms
[2021-05-27 03:45:24 main:574] : INFO : Epoch 1884 | loss: 0.0311099 | val_loss: 0.0311405 | Time: 1070.26 ms
[2021-05-27 03:45:25 main:574] : INFO : Epoch 1885 | loss: 0.0311108 | val_loss: 0.0311395 | Time: 1073.11 ms
[2021-05-27 03:45:26 main:574] : INFO : Epoch 1886 | loss: 0.0311105 | val_loss: 0.0311399 | Time: 1070.09 ms
[2021-05-27 03:45:27 main:574] : INFO : Epoch 1887 | loss: 0.0311112 | val_loss: 0.0311392 | Time: 1078.31 ms
[2021-05-27 03:45:28 main:574] : INFO : Epoch 1888 | loss: 0.0311101 | val_loss: 0.0311408 | Time: 1071.61 ms
[2021-05-27 03:45:29 main:574] : INFO : Epoch 1889 | loss: 0.0311092 | val_loss: 0.031141 | Time: 1058.78 ms
[2021-05-27 03:45:30 main:574] : INFO : Epoch 1890 | loss: 0.0311081 | val_loss: 0.0311389 | Time: 1065.26 ms
[2021-05-27 03:45:31 main:574] : INFO : Epoch 1891 | loss: 0.031108 | val_loss: 0.0311374 | Time: 1061.55 ms
[2021-05-27 03:45:32 main:574] : INFO : Epoch 1892 | loss: 0.0311093 | val_loss: 0.03114 | Time: 1066.9 ms
[2021-05-27 03:45:33 main:574] : INFO : Epoch 1893 | loss: 0.0311094 | val_loss: 0.0311449 | Time: 1064.28 ms
[2021-05-27 03:45:34 main:574] : INFO : Epoch 1894 | loss: 0.0311121 | val_loss: 0.0311411 | Time: 1057.91 ms
[2021-05-27 03:45:35 main:574] : INFO : Epoch 1895 | loss: 0.0311119 | val_loss: 0.0311372 | Time: 1047.45 ms
[2021-05-27 03:45:36 main:574] : INFO : Epoch 1896 | loss: 0.0311105 | val_loss: 0.0311388 | Time: 1063.11 ms
[2021-05-27 03:45:37 main:574] : INFO : Epoch 1897 | loss: 0.031112 | val_loss: 0.03114 | Time: 1069.95 ms
[2021-05-27 03:45:39 main:574] : INFO : Epoch 1898 | loss: 0.0311089 | val_loss: 0.0311389 | Time: 1064.34 ms
[2021-05-27 03:45:40 main:574] : INFO : Epoch 1899 | loss: 0.031109 | val_loss: 0.0311422 | Time: 1065.3 ms
[2021-05-27 03:45:41 main:574] : INFO : Epoch 1900 | loss: 0.031109 | val_loss: 0.031142 | Time: 1054.35 ms
[2021-05-27 03:45:42 main:574] : INFO : Epoch 1901 | loss: 0.0311084 | val_loss: 0.03114 | Time: 1071.56 ms
[2021-05-27 03:45:43 main:574] : INFO : Epoch 1902 | loss: 0.0311102 | val_loss: 0.0311411 | Time: 1061.26 ms
[2021-05-27 03:45:44 main:574] : INFO : Epoch 1903 | loss: 0.0311104 | val_loss: 0.0311411 | Time: 1054.15 ms
[2021-05-27 03:45:45 main:574] : INFO : Epoch 1904 | loss: 0.0311084 | val_loss: 0.0311407 | Time: 1063.94 ms
[2021-05-27 03:45:46 main:574] : INFO : Epoch 1905 | loss: 0.031108 | val_loss: 0.0311456 | Time: 1068.07 ms
[2021-05-27 03:45:47 main:574] : INFO : Epoch 1906 | loss: 0.0311081 | val_loss: 0.0311397 | Time: 1059.25 ms
[2021-05-27 03:45:48 main:574] : INFO : Epoch 1907 | loss: 0.0311061 | val_loss: 0.0311392 | Time: 1057.28 ms
[2021-05-27 03:45:49 main:574] : INFO : Epoch 1908 | loss: 0.0311069 | val_loss: 0.0311456 | Time: 1059.76 ms
[2021-05-27 03:45:50 main:574] : INFO : Epoch 1909 | loss: 0.031107 | val_loss: 0.0311389 | Time: 1097.52 ms
[2021-05-27 03:45:51 main:574] : INFO : Epoch 1910 | loss: 0.031107 | val_loss: 0.0311419 | Time: 1081.57 ms
[2021-05-27 03:45:52 main:574] : INFO : Epoch 1911 | loss: 0.0311063 | val_loss: 0.0311458 | Time: 1084.99 ms
[2021-05-27 03:45:53 main:574] : INFO : Epoch 1912 | loss: 0.0311111 | val_loss: 0.0311434 | Time: 1080.48 ms
[2021-05-27 03:45:55 main:574] : INFO : Epoch 1913 | loss: 0.0311177 | val_loss: 0.0311463 | Time: 1070.21 ms
[2021-05-27 03:45:56 main:574] : INFO : Epoch 1914 | loss: 0.0311161 | val_loss: 0.0311453 | Time: 1078.44 ms
[2021-05-27 03:45:57 main:574] : INFO : Epoch 1915 | loss: 0.0311165 | val_loss: 0.0311403 | Time: 1073.42 ms
[2021-05-27 03:45:58 main:574] : INFO : Epoch 1916 | loss: 0.0311169 | val_loss: 0.0311377 | Time: 1067.36 ms
[2021-05-27 03:45:59 main:574] : INFO : Epoch 1917 | loss: 0.0311245 | val_loss: 0.031143 | Time: 1064.88 ms
[2021-05-27 03:46:00 main:574] : INFO : Epoch 1918 | loss: 0.0311161 | val_loss: 0.0311383 | Time: 1056.99 ms
[2021-05-27 03:46:01 main:574] : INFO : Epoch 1919 | loss: 0.031113 | val_loss: 0.0311339 | Time: 1068.55 ms
[2021-05-27 03:46:02 main:574] : INFO : Epoch 1920 | loss: 0.0311116 | val_loss: 0.0311354 | Time: 1057.03 ms
[2021-05-27 03:46:03 main:574] : INFO : Epoch 1921 | loss: 0.0311107 | val_loss: 0.0311384 | Time: 1074.15 ms
[2021-05-27 03:46:04 main:574] : INFO : Epoch 1922 | loss: 0.0311109 | val_loss: 0.0311373 | Time: 1069.55 ms
[2021-05-27 03:46:05 main:574] : INFO : Epoch 1923 | loss: 0.0311101 | val_loss: 0.0311402 | Time: 1082.54 ms
[2021-05-27 03:46:06 main:574] : INFO : Epoch 1924 | loss: 0.0311098 | val_loss: 0.0311418 | Time: 1068.56 ms
[2021-05-27 03:46:07 main:574] : INFO : Epoch 1925 | loss: 0.0311081 | val_loss: 0.031142 | Time: 1057.07 ms
[2021-05-27 03:46:08 main:574] : INFO : Epoch 1926 | loss: 0.0311098 | val_loss: 0.031142 | Time: 1079.36 ms
[2021-05-27 03:46:10 main:574] : INFO : Epoch 1927 | loss: 0.0311108 | val_loss: 0.0311423 | Time: 1065.93 ms
[2021-05-27 03:46:11 main:574] : INFO : Epoch 1928 | loss: 0.0311103 | val_loss: 0.0311447 | Time: 1070.74 ms
[2021-05-27 03:46:12 main:574] : INFO : Epoch 1929 | loss: 0.0311102 | val_loss: 0.0311424 | Time: 1069.91 ms
[2021-05-27 03:46:13 main:574] : INFO : Epoch 1930 | loss: 0.0311128 | val_loss: 0.0311469 | Time: 1059.73 ms
[2021-05-27 03:46:14 main:574] : INFO : Epoch 1931 | loss: 0.0311109 | val_loss: 0.0311403 | Time: 1074.59 ms
[2021-05-27 03:46:15 main:574] : INFO : Epoch 1932 | loss: 0.0311093 | val_loss: 0.0311397 | Time: 1071.72 ms
[2021-05-27 03:46:16 main:574] : INFO : Epoch 1933 | loss: 0.0311084 | val_loss: 0.0311405 | Time: 1059.57 ms
[2021-05-27 03:46:17 main:574] : INFO : Epoch 1934 | loss: 0.0311073 | val_loss: 0.0311401 | Time: 1067.52 ms
[2021-05-27 03:46:18 main:574] : INFO : Epoch 1935 | loss: 0.0311074 | val_loss: 0.0311402 | Time: 1061.96 ms
[2021-05-27 03:46:19 main:574] : INFO : Epoch 1936 | loss: 0.0311062 | val_loss: 0.0311469 | Time: 1060.52 ms
[2021-05-27 03:46:20 main:574] : INFO : Epoch 1937 | loss: 0.0311072 | val_loss: 0.0311373 | Time: 1069.38 ms
[2021-05-27 03:46:21 main:574] : INFO : Epoch 1938 | loss: 0.0311064 | val_loss: 0.0311414 | Time: 1076.66 ms
[2021-05-27 03:46:22 main:574] : INFO : Epoch 1939 | loss: 0.0311066 | val_loss: 0.0311419 | Time: 1082.9 ms
[2021-05-27 03:46:23 main:574] : INFO : Epoch 1940 | loss: 0.0311066 | val_loss: 0.0311409 | Time: 1070.64 ms
[2021-05-27 03:46:25 main:574] : INFO : Epoch 1941 | loss: 0.0311067 | val_loss: 0.0311401 | Time: 1064.88 ms
[2021-05-27 03:46:26 main:574] : INFO : Epoch 1942 | loss: 0.0311086 | val_loss: 0.0311439 | Time: 1074.04 ms
[2021-05-27 03:46:27 main:574] : INFO : Epoch 1943 | loss: 0.0311076 | val_loss: 0.0311423 | Time: 1065.01 ms
[2021-05-27 03:46:28 main:574] : INFO : Epoch 1944 | loss: 0.0311102 | val_loss: 0.031141 | Time: 1066.04 ms
[2021-05-27 03:46:29 main:574] : INFO : Epoch 1945 | loss: 0.031109 | val_loss: 0.0311394 | Time: 1070.63 ms
[2021-05-27 03:46:30 main:574] : INFO : Epoch 1946 | loss: 0.0311062 | val_loss: 0.0311431 | Time: 1059.16 ms
[2021-05-27 03:46:31 main:574] : INFO : Epoch 1947 | loss: 0.0311067 | val_loss: 0.0311405 | Time: 1059.28 ms
[2021-05-27 03:46:32 main:574] : INFO : Epoch 1948 | loss: 0.0311083 | val_loss: 0.0311408 | Time: 1065.7 ms
[2021-05-27 03:46:33 main:574] : INFO : Epoch 1949 | loss: 0.031109 | val_loss: 0.0311496 | Time: 1058.29 ms
[2021-05-27 03:46:34 main:574] : INFO : Epoch 1950 | loss: 0.031107 | val_loss: 0.0311424 | Time: 1069.91 ms
[2021-05-27 03:46:35 main:574] : INFO : Epoch 1951 | loss: 0.0311059 | val_loss: 0.031145 | Time: 1078.88 ms
[2021-05-27 03:46:36 main:574] : INFO : Epoch 1952 | loss: 0.0311061 | val_loss: 0.0311418 | Time: 1069 ms
[2021-05-27 03:46:37 main:574] : INFO : Epoch 1953 | loss: 0.0311076 | val_loss: 0.0311407 | Time: 1060.8 ms
[2021-05-27 03:46:38 main:574] : INFO : Epoch 1954 | loss: 0.0311092 | val_loss: 0.0311479 | Time: 1063.23 ms
[2021-05-27 03:46:39 main:574] : INFO : Epoch 1955 | loss: 0.0311062 | val_loss: 0.0311417 | Time: 1050.14 ms
[2021-05-27 03:46:41 main:574] : INFO : Epoch 1956 | loss: 0.0311075 | val_loss: 0.0311417 | Time: 1066.67 ms
[2021-05-27 03:46:42 main:574] : INFO : Epoch 1957 | loss: 0.0311044 | val_loss: 0.0311439 | Time: 1072.79 ms
[2021-05-27 03:46:43 main:574] : INFO : Epoch 1958 | loss: 0.0311056 | val_loss: 0.0311423 | Time: 1067.02 ms
[2021-05-27 03:46:44 main:574] : INFO : Epoch 1959 | loss: 0.0311033 | val_loss: 0.0311389 | Time: 1062.62 ms
[2021-05-27 03:46:45 main:574] : INFO : Epoch 1960 | loss: 0.0311039 | val_loss: 0.0311396 | Time: 1059.92 ms
[2021-05-27 03:46:46 main:574] : INFO : Epoch 1961 | loss: 0.0311052 | val_loss: 0.0311417 | Time: 1060.02 ms
[2021-05-27 03:46:47 main:574] : INFO : Epoch 1962 | loss: 0.0311062 | val_loss: 0.0311429 | Time: 1057.91 ms
[2021-05-27 03:46:48 main:574] : INFO : Epoch 1963 | loss: 0.0311038 | val_loss: 0.0311422 | Time: 1049.73 ms
[2021-05-27 03:46:49 main:574] : INFO : Epoch 1964 | loss: 0.0311047 | val_loss: 0.031143 | Time: 1065.94 ms
[2021-05-27 03:46:50 main:574] : INFO : Epoch 1965 | loss: 0.031104 | val_loss: 0.0311424 | Time: 1070.06 ms
[2021-05-27 03:46:51 main:574] : INFO : Epoch 1966 | loss: 0.0311062 | val_loss: 0.0311457 | Time: 1051.14 ms
[2021-05-27 03:46:52 main:574] : INFO : Epoch 1967 | loss: 0.0311074 | val_loss: 0.03115 | Time: 1060.64 ms
[2021-05-27 03:46:53 main:574] : INFO : Epoch 1968 | loss: 0.0311097 | val_loss: 0.0311431 | Time: 1077.35 ms
[2021-05-27 03:46:54 main:574] : INFO : Epoch 1969 | loss: 0.0311078 | val_loss: 0.0311433 | Time: 1059.33 ms
[2021-05-27 03:46:55 main:574] : INFO : Epoch 1970 | loss: 0.0311099 | val_loss: 0.03114 | Time: 1060.16 ms
[2021-05-27 03:46:56 main:574] : INFO : Epoch 1971 | loss: 0.0311076 | val_loss: 0.0311397 | Time: 1075.53 ms
[2021-05-27 03:46:58 main:574] : INFO : Epoch 1972 | loss: 0.0311079 | val_loss: 0.0311421 | Time: 1078.52 ms
[2021-05-27 03:46:59 main:574] : INFO : Epoch 1973 | loss: 0.0311069 | val_loss: 0.0311449 | Time: 1060.57 ms
[2021-05-27 03:47:00 main:574] : INFO : Epoch 1974 | loss: 0.0311048 | val_loss: 0.0311417 | Time: 1070.01 ms
[2021-05-27 03:47:01 main:574] : INFO : Epoch 1975 | loss: 0.0311069 | val_loss: 0.031139 | Time: 1061.89 ms
[2021-05-27 03:47:02 main:574] : INFO : Epoch 1976 | loss: 0.0311056 | val_loss: 0.0311425 | Time: 1075.53 ms
[2021-05-27 03:47:03 main:574] : INFO : Epoch 1977 | loss: 0.0311079 | val_loss: 0.0311467 | Time: 1068.59 ms
[2021-05-27 03:47:04 main:574] : INFO : Epoch 1978 | loss: 0.0311083 | val_loss: 0.0311459 | Time: 1053.45 ms
[2021-05-27 03:47:05 main:574] : INFO : Epoch 1979 | loss: 0.0311072 | val_loss: 0.0311444 | Time: 1063.96 ms
[2021-05-27 03:47:06 main:574] : INFO : Epoch 1980 | loss: 0.031107 | val_loss: 0.0311497 | Time: 1068.51 ms
[2021-05-27 03:47:07 main:574] : INFO : Epoch 1981 | loss: 0.031106 | val_loss: 0.0311493 | Time: 1060.35 ms
[2021-05-27 03:47:08 main:574] : INFO : Epoch 1982 | loss: 0.031113 | val_loss: 0.0311474 | Time: 1063.82 ms
[2021-05-27 03:47:09 main:574] : INFO : Epoch 1983 | loss: 0.0311097 | val_loss: 0.031146 | Time: 1060.52 ms
[2021-05-27 03:47:10 main:574] : INFO : Epoch 1984 | loss: 0.0311072 | val_loss: 0.0311439 | Time: 1061.77 ms
[2021-05-27 03:47:11 main:574] : INFO : Epoch 1985 | loss: 0.0311068 | val_loss: 0.0311427 | Time: 1057.7 ms
[2021-05-27 03:47:12 main:574] : INFO : Epoch 1986 | loss: 0.0311059 | val_loss: 0.0311442 | Time: 1067.76 ms
[2021-05-27 03:47:14 main:574] : INFO : Epoch 1987 | loss: 0.0311043 | val_loss: 0.0311452 | Time: 1067.71 ms
[2021-05-27 03:47:15 main:574] : INFO : Epoch 1988 | loss: 0.031105 | val_loss: 0.0311484 | Time: 1057.25 ms
[2021-05-27 03:47:16 main:574] : INFO : Epoch 1989 | loss: 0.0311176 | val_loss: 0.0311461 | Time: 1065.05 ms
[2021-05-27 03:47:17 main:574] : INFO : Epoch 1990 | loss: 0.0311136 | val_loss: 0.0311437 | Time: 1071.11 ms
[2021-05-27 03:47:18 main:574] : INFO : Epoch 1991 | loss: 0.0311083 | val_loss: 0.0311452 | Time: 1065.46 ms
[2021-05-27 03:47:19 main:574] : INFO : Epoch 1992 | loss: 0.0311072 | val_loss: 0.0311423 | Time: 1070.32 ms
[2021-05-27 03:47:20 main:574] : INFO : Epoch 1993 | loss: 0.0311054 | val_loss: 0.0311434 | Time: 1059.09 ms
[2021-05-27 03:47:21 main:574] : INFO : Epoch 1994 | loss: 0.0311049 | val_loss: 0.0311482 | Time: 1062.31 ms
[2021-05-27 03:47:22 main:574] : INFO : Epoch 1995 | loss: 0.0311051 | val_loss: 0.0311456 | Time: 1052.53 ms
[2021-05-27 03:47:23 main:574] : INFO : Epoch 1996 | loss: 0.0311062 | val_loss: 0.0311435 | Time: 1073.15 ms
[2021-05-27 03:47:24 main:574] : INFO : Epoch 1997 | loss: 0.0311066 | val_loss: 0.031145 | Time: 1071.78 ms
[2021-05-27 03:47:25 main:574] : INFO : Epoch 1998 | loss: 0.0311066 | val_loss: 0.0311451 | Time: 1069.19 ms
[2021-05-27 03:47:26 main:574] : INFO : Epoch 1999 | loss: 0.0311037 | val_loss: 0.0311493 | Time: 1077.85 ms
[2021-05-27 03:47:27 main:574] : INFO : Epoch 2000 | loss: 0.0311054 | val_loss: 0.0311488 | Time: 1079.56 ms
[2021-05-27 03:47:29 main:574] : INFO : Epoch 2001 | loss: 0.0311042 | val_loss: 0.0311462 | Time: 1073.67 ms
[2021-05-27 03:47:30 main:574] : INFO : Epoch 2002 | loss: 0.0311051 | val_loss: 0.0311416 | Time: 1055.31 ms
[2021-05-27 03:47:31 main:574] : INFO : Epoch 2003 | loss: 0.0311058 | val_loss: 0.0311478 | Time: 1054.32 ms
[2021-05-27 03:47:32 main:574] : INFO : Epoch 2004 | loss: 0.0311048 | val_loss: 0.0311441 | Time: 1049.33 ms
[2021-05-27 03:47:33 main:574] : INFO : Epoch 2005 | loss: 0.0311034 | val_loss: 0.0311424 | Time: 1065.39 ms
[2021-05-27 03:47:34 main:574] : INFO : Epoch 2006 | loss: 0.0311081 | val_loss: 0.0311451 | Time: 1062.75 ms
[2021-05-27 03:47:35 main:574] : INFO : Epoch 2007 | loss: 0.0311083 | val_loss: 0.0311428 | Time: 1050.37 ms
[2021-05-27 03:47:36 main:574] : INFO : Epoch 2008 | loss: 0.0311056 | val_loss: 0.0311473 | Time: 1064.33 ms
[2021-05-27 03:47:37 main:574] : INFO : Epoch 2009 | loss: 0.0311038 | val_loss: 0.0311435 | Time: 1049.81 ms
[2021-05-27 03:47:38 main:574] : INFO : Epoch 2010 | loss: 0.0311055 | val_loss: 0.0311428 | Time: 1060.48 ms
[2021-05-27 03:47:39 main:574] : INFO : Epoch 2011 | loss: 0.0311052 | val_loss: 0.0311444 | Time: 1080.17 ms
[2021-05-27 03:47:40 main:574] : INFO : Epoch 2012 | loss: 0.0311036 | val_loss: 0.0311422 | Time: 1068.47 ms
[2021-05-27 03:47:41 main:574] : INFO : Epoch 2013 | loss: 0.0311032 | val_loss: 0.0311428 | Time: 1079.78 ms
[2021-05-27 03:47:42 main:574] : INFO : Epoch 2014 | loss: 0.0311024 | val_loss: 0.031144 | Time: 1063.46 ms
[2021-05-27 03:47:43 main:574] : INFO : Epoch 2015 | loss: 0.0311047 | val_loss: 0.0311458 | Time: 1074.43 ms
[2021-05-27 03:47:44 main:574] : INFO : Epoch 2016 | loss: 0.0311027 | val_loss: 0.031146 | Time: 1062.07 ms
[2021-05-27 03:47:46 main:574] : INFO : Epoch 2017 | loss: 0.0311021 | val_loss: 0.031145 | Time: 1053.66 ms
[2021-05-27 03:47:47 main:574] : INFO : Epoch 2018 | loss: 0.0311012 | val_loss: 0.0311486 | Time: 1072.47 ms
[2021-05-27 03:47:48 main:574] : INFO : Epoch 2019 | loss: 0.0311025 | val_loss: 0.0311473 | Time: 1065.09 ms
[2021-05-27 03:47:49 main:574] : INFO : Epoch 2020 | loss: 0.031104 | val_loss: 0.031144 | Time: 1069.93 ms
[2021-05-27 03:47:50 main:574] : INFO : Epoch 2021 | loss: 0.0311028 | val_loss: 0.0311473 | Time: 1059.76 ms
[2021-05-27 03:47:51 main:574] : INFO : Epoch 2022 | loss: 0.0311011 | val_loss: 0.0311462 | Time: 1060.3 ms
[2021-05-27 03:47:52 main:574] : INFO : Epoch 2023 | loss: 0.0311116 | val_loss: 0.0311493 | Time: 1072.72 ms
[2021-05-27 03:47:53 main:574] : INFO : Epoch 2024 | loss: 0.0311145 | val_loss: 0.0311436 | Time: 1072.82 ms
[2021-05-27 03:47:54 main:574] : INFO : Epoch 2025 | loss: 0.0311107 | val_loss: 0.0311424 | Time: 1060.74 ms
[2021-05-27 03:47:55 main:574] : INFO : Epoch 2026 | loss: 0.0311081 | val_loss: 0.0311483 | Time: 1073.9 ms
[2021-05-27 03:47:56 main:574] : INFO : Epoch 2027 | loss: 0.0311075 | val_loss: 0.0311449 | Time: 1066.36 ms
[2021-05-27 03:47:57 main:574] : INFO : Epoch 2028 | loss: 0.0311048 | val_loss: 0.0311458 | Time: 1071.12 ms
[2021-05-27 03:47:58 main:574] : INFO : Epoch 2029 | loss: 0.0311066 | val_loss: 0.031144 | Time: 1061.16 ms
[2021-05-27 03:47:59 main:574] : INFO : Epoch 2030 | loss: 0.0311046 | val_loss: 0.031141 | Time: 1070.44 ms
[2021-05-27 03:48:00 main:574] : INFO : Epoch 2031 | loss: 0.0311055 | val_loss: 0.0311436 | Time: 1059.03 ms
[2021-05-27 03:48:02 main:574] : INFO : Epoch 2032 | loss: 0.0311041 | val_loss: 0.0311436 | Time: 1078.02 ms
[2021-05-27 03:48:03 main:574] : INFO : Epoch 2033 | loss: 0.031102 | val_loss: 0.0311449 | Time: 1063.6 ms
[2021-05-27 03:48:04 main:574] : INFO : Epoch 2034 | loss: 0.0311028 | val_loss: 0.0311415 | Time: 1057.39 ms
[2021-05-27 03:48:05 main:574] : INFO : Epoch 2035 | loss: 0.031107 | val_loss: 0.0311444 | Time: 1077.53 ms
[2021-05-27 03:48:06 main:574] : INFO : Epoch 2036 | loss: 0.0311092 | val_loss: 0.0311451 | Time: 1067.83 ms
[2021-05-27 03:48:07 main:574] : INFO : Epoch 2037 | loss: 0.0311068 | val_loss: 0.031145 | Time: 1065.01 ms
[2021-05-27 03:48:08 main:574] : INFO : Epoch 2038 | loss: 0.0311052 | val_loss: 0.031143 | Time: 1070.4 ms
[2021-05-27 03:48:09 main:574] : INFO : Epoch 2039 | loss: 0.0311063 | val_loss: 0.0311417 | Time: 1060.13 ms
[2021-05-27 03:48:10 main:574] : INFO : Epoch 2040 | loss: 0.0311042 | val_loss: 0.0311438 | Time: 1062.79 ms
[2021-05-27 03:48:11 main:574] : INFO : Epoch 2041 | loss: 0.0311013 | val_loss: 0.0311471 | Time: 1077.05 ms
[2021-05-27 03:48:12 main:574] : INFO : Epoch 2042 | loss: 0.0311036 | val_loss: 0.031144 | Time: 1058.53 ms
[2021-05-27 03:48:13 main:574] : INFO : Epoch 2043 | loss: 0.0311045 | val_loss: 0.03114 | Time: 1065.26 ms
[2021-05-27 03:48:14 main:574] : INFO : Epoch 2044 | loss: 0.0311052 | val_loss: 0.0311466 | Time: 1059.89 ms
[2021-05-27 03:48:15 main:574] : INFO : Epoch 2045 | loss: 0.0311034 | val_loss: 0.0311468 | Time: 1078.92 ms
[2021-05-27 03:48:16 main:574] : INFO : Epoch 2046 | loss: 0.0311017 | val_loss: 0.0311435 | Time: 1052.71 ms
[2021-05-27 03:48:18 main:574] : INFO : Epoch 2047 | loss: 0.0311041 | val_loss: 0.0311511 | Time: 1056.18 ms
[2021-05-27 03:48:19 main:574] : INFO : Epoch 2048 | loss: 0.0311041 | val_loss: 0.0311455 | Time: 1062.68 ms
[2021-05-27 03:48:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311455
[2021-05-27 03:48:19 main:603] : INFO : Saving end state to config to file
[2021-05-27 03:48:19 main:608] : INFO : Success, exiting..
03:48:19 (21224): 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)