Task 13732458
| Name | ParityModified-1647048128-27876-1-0_0 |
| Workunit | 10820778 |
| Created | 25 Mar 2022, 1:20:14 UTC |
| Sent | 1 Apr 2022, 3:26:19 UTC |
| Report deadline | 9 Apr 2022, 3:26:19 UTC |
| Received | 1 Apr 2022, 9:52:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 40 min 56 sec |
| CPU time | 40 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310576 | val_loss: 0.0311547 | Time: 1166.08 ms
[2022-04-01 09:23:22 main:574] : INFO : Epoch 1543 | loss: 0.031056 | val_loss: 0.0311546 | Time: 1150.72 ms
[2022-04-01 09:23:23 main:574] : INFO : Epoch 1544 | loss: 0.0310525 | val_loss: 0.0311512 | Time: 1163.25 ms
[2022-04-01 09:23:24 main:574] : INFO : Epoch 1545 | loss: 0.0310527 | val_loss: 0.0311544 | Time: 1164.46 ms
[2022-04-01 09:23:26 main:574] : INFO : Epoch 1546 | loss: 0.0310554 | val_loss: 0.0311479 | Time: 1182.47 ms
[2022-04-01 09:23:27 main:574] : INFO : Epoch 1547 | loss: 0.0310581 | val_loss: 0.0311533 | Time: 1158.83 ms
[2022-04-01 09:23:28 main:574] : INFO : Epoch 1548 | loss: 0.0310568 | val_loss: 0.031164 | Time: 1191.6 ms
[2022-04-01 09:23:29 main:574] : INFO : Epoch 1549 | loss: 0.0310589 | val_loss: 0.0311676 | Time: 1182.95 ms
[2022-04-01 09:23:30 main:574] : INFO : Epoch 1550 | loss: 0.0310576 | val_loss: 0.0311495 | Time: 1207.62 ms
[2022-04-01 09:23:31 main:574] : INFO : Epoch 1551 | loss: 0.031056 | val_loss: 0.0311468 | Time: 1165.76 ms
[2022-04-01 09:23:33 main:574] : INFO : Epoch 1552 | loss: 0.0310578 | val_loss: 0.0311545 | Time: 1159.02 ms
[2022-04-01 09:23:34 main:574] : INFO : Epoch 1553 | loss: 0.0310559 | val_loss: 0.03115 | Time: 1153.28 ms
[2022-04-01 09:23:35 main:574] : INFO : Epoch 1554 | loss: 0.03106 | val_loss: 0.0311519 | Time: 1163.92 ms
[2022-04-01 09:23:36 main:574] : INFO : Epoch 1555 | loss: 0.0310564 | val_loss: 0.031155 | Time: 1172.46 ms
[2022-04-01 09:23:37 main:574] : INFO : Epoch 1556 | loss: 0.0310571 | val_loss: 0.0311606 | Time: 1220.26 ms
[2022-04-01 09:23:39 main:574] : INFO : Epoch 1557 | loss: 0.0310535 | val_loss: 0.0311561 | Time: 1161.87 ms
[2022-04-01 09:23:40 main:574] : INFO : Epoch 1558 | loss: 0.0310522 | val_loss: 0.0311563 | Time: 1195.69 ms
[2022-04-01 09:23:41 main:574] : INFO : Epoch 1559 | loss: 0.0310534 | val_loss: 0.031161 | Time: 1218.74 ms
[2022-04-01 09:23:42 main:574] : INFO : Epoch 1560 | loss: 0.0310507 | val_loss: 0.0311582 | Time: 1264.14 ms
[2022-04-01 09:23:43 main:574] : INFO : Epoch 1561 | loss: 0.0310522 | val_loss: 0.0311526 | Time: 1272.78 ms
[2022-04-01 09:23:45 main:574] : INFO : Epoch 1562 | loss: 0.0310558 | val_loss: 0.0311481 | Time: 1189.96 ms
[2022-04-01 09:23:46 main:574] : INFO : Epoch 1563 | loss: 0.0310541 | val_loss: 0.0311571 | Time: 1200.18 ms
[2022-04-01 09:23:47 main:574] : INFO : Epoch 1564 | loss: 0.0310586 | val_loss: 0.0311593 | Time: 1194.26 ms
[2022-04-01 09:23:48 main:574] : INFO : Epoch 1565 | loss: 0.0310687 | val_loss: 0.0311472 | Time: 1173.38 ms
[2022-04-01 09:23:49 main:574] : INFO : Epoch 1566 | loss: 0.0310758 | val_loss: 0.0311439 | Time: 1166.54 ms
[2022-04-01 09:23:51 main:574] : INFO : Epoch 1567 | loss: 0.0310678 | val_loss: 0.0311555 | Time: 1160.42 ms
[2022-04-01 09:23:52 main:574] : INFO : Epoch 1568 | loss: 0.0310697 | val_loss: 0.031149 | Time: 1165.97 ms
[2022-04-01 09:23:53 main:574] : INFO : Epoch 1569 | loss: 0.0310659 | val_loss: 0.031155 | Time: 1156.47 ms
[2022-04-01 09:23:54 main:574] : INFO : Epoch 1570 | loss: 0.0310659 | val_loss: 0.0311611 | Time: 1183.19 ms
[2022-04-01 09:23:55 main:574] : INFO : Epoch 1571 | loss: 0.0310589 | val_loss: 0.0311668 | Time: 1187.1 ms
[2022-04-01 09:23:56 main:574] : INFO : Epoch 1572 | loss: 0.0310543 | val_loss: 0.0311572 | Time: 1195.31 ms
[2022-04-01 09:23:58 main:574] : INFO : Epoch 1573 | loss: 0.0310573 | val_loss: 0.0311563 | Time: 1154.84 ms
[2022-04-01 09:23:59 main:574] : INFO : Epoch 1574 | loss: 0.0310568 | val_loss: 0.0311583 | Time: 1153.38 ms
[2022-04-01 09:24:00 main:574] : INFO : Epoch 1575 | loss: 0.0310557 | val_loss: 0.0311564 | Time: 1192.05 ms
[2022-04-01 09:24:01 main:574] : INFO : Epoch 1576 | loss: 0.0310543 | val_loss: 0.0311564 | Time: 1190.37 ms
[2022-04-01 09:24:02 main:574] : INFO : Epoch 1577 | loss: 0.031054 | val_loss: 0.0311627 | Time: 1224.57 ms
[2022-04-01 09:24:04 main:574] : INFO : Epoch 1578 | loss: 0.0310537 | val_loss: 0.0311597 | Time: 1291.7 ms
[2022-04-01 09:24:05 main:574] : INFO : Epoch 1579 | loss: 0.0310508 | val_loss: 0.0311557 | Time: 1249.57 ms
[2022-04-01 09:24:06 main:574] : INFO : Epoch 1580 | loss: 0.0310533 | val_loss: 0.0311685 | Time: 1177.42 ms
[2022-04-01 09:24:07 main:574] : INFO : Epoch 1581 | loss: 0.0310533 | val_loss: 0.0311532 | Time: 1182.4 ms
[2022-04-01 09:24:09 main:574] : INFO : Epoch 1582 | loss: 0.0310538 | val_loss: 0.0311589 | Time: 1168.76 ms
[2022-04-01 09:24:10 main:574] : INFO : Epoch 1583 | loss: 0.031054 | val_loss: 0.0311647 | Time: 1157.94 ms
[2022-04-01 09:24:11 main:574] : INFO : Epoch 1584 | loss: 0.0310524 | val_loss: 0.0311568 | Time: 1211.92 ms
[2022-04-01 09:24:12 main:574] : INFO : Epoch 1585 | loss: 0.0310521 | val_loss: 0.0311539 | Time: 1196.75 ms
[2022-04-01 09:24:13 main:574] : INFO : Epoch 1586 | loss: 0.0310503 | val_loss: 0.0311536 | Time: 1246.26 ms
[2022-04-01 09:24:15 main:574] : INFO : Epoch 1587 | loss: 0.031053 | val_loss: 0.0311472 | Time: 1209.66 ms
[2022-04-01 09:24:16 main:574] : INFO : Epoch 1588 | loss: 0.0310587 | val_loss: 0.0311522 | Time: 1175.11 ms
[2022-04-01 09:24:17 main:574] : INFO : Epoch 1589 | loss: 0.0310525 | val_loss: 0.0311637 | Time: 1155.86 ms
[2022-04-01 09:24:18 main:574] : INFO : Epoch 1590 | loss: 0.0310584 | val_loss: 0.031147 | Time: 1159.77 ms
[2022-04-01 09:24:19 main:574] : INFO : Epoch 1591 | loss: 0.031056 | val_loss: 0.0311522 | Time: 1148.86 ms
[2022-04-01 09:24:20 main:574] : INFO : Epoch 1592 | loss: 0.0310606 | val_loss: 0.0311585 | Time: 1165.06 ms
[2022-04-01 09:24:22 main:574] : INFO : Epoch 1593 | loss: 0.0310689 | val_loss: 0.0311585 | Time: 1165.18 ms
[2022-04-01 09:24:23 main:574] : INFO : Epoch 1594 | loss: 0.031071 | val_loss: 0.0311428 | Time: 1219.23 ms
[2022-04-01 09:24:24 main:574] : INFO : Epoch 1595 | loss: 0.0310644 | val_loss: 0.0311528 | Time: 1161.35 ms
[2022-04-01 09:24:25 main:574] : INFO : Epoch 1596 | loss: 0.0310583 | val_loss: 0.0311548 | Time: 1165.82 ms
[2022-04-01 09:24:26 main:574] : INFO : Epoch 1597 | loss: 0.0310581 | val_loss: 0.0311566 | Time: 1157.79 ms
[2022-04-01 09:24:27 main:574] : INFO : Epoch 1598 | loss: 0.0310575 | val_loss: 0.0311704 | Time: 1162.49 ms
[2022-04-01 09:24:29 main:574] : INFO : Epoch 1599 | loss: 0.0310919 | val_loss: 0.0311335 | Time: 1164.35 ms
[2022-04-01 09:24:30 main:574] : INFO : Epoch 1600 | loss: 0.0310925 | val_loss: 0.0311376 | Time: 1176.06 ms
[2022-04-01 09:24:31 main:574] : INFO : Epoch 1601 | loss: 0.0310825 | val_loss: 0.0311469 | Time: 1170.38 ms
[2022-04-01 09:24:32 main:574] : INFO : Epoch 1602 | loss: 0.0310749 | val_loss: 0.0311416 | Time: 1229.75 ms
[2022-04-01 09:24:33 main:574] : INFO : Epoch 1603 | loss: 0.0310713 | val_loss: 0.0311467 | Time: 1190.41 ms
[2022-04-01 09:24:35 main:574] : INFO : Epoch 1604 | loss: 0.0310659 | val_loss: 0.0311529 | Time: 1163.56 ms
[2022-04-01 09:24:36 main:574] : INFO : Epoch 1605 | loss: 0.0310656 | val_loss: 0.0311461 | Time: 1168.04 ms
[2022-04-01 09:24:37 main:574] : INFO : Epoch 1606 | loss: 0.0310779 | val_loss: 0.0311489 | Time: 1163.31 ms
[2022-04-01 09:24:38 main:574] : INFO : Epoch 1607 | loss: 0.0310683 | val_loss: 0.0311544 | Time: 1156.36 ms
[2022-04-01 09:24:39 main:574] : INFO : Epoch 1608 | loss: 0.0310638 | val_loss: 0.031164 | Time: 1170.13 ms
[2022-04-01 09:24:40 main:574] : INFO : Epoch 1609 | loss: 0.0310566 | val_loss: 0.0311617 | Time: 1194.78 ms
[2022-04-01 09:24:42 main:574] : INFO : Epoch 1610 | loss: 0.0310563 | val_loss: 0.0311619 | Time: 1229.4 ms
[2022-04-01 09:24:43 main:574] : INFO : Epoch 1611 | loss: 0.0310557 | val_loss: 0.0311595 | Time: 1231.95 ms
[2022-04-01 09:24:44 main:574] : INFO : Epoch 1612 | loss: 0.0310589 | val_loss: 0.0311513 | Time: 1260.74 ms
[2022-04-01 09:24:45 main:574] : INFO : Epoch 1613 | loss: 0.0310552 | val_loss: 0.0311662 | Time: 1238.45 ms
[2022-04-01 09:24:47 main:574] : INFO : Epoch 1614 | loss: 0.0310588 | val_loss: 0.031165 | Time: 1165.26 ms
[2022-04-01 09:24:48 main:574] : INFO : Epoch 1615 | loss: 0.0310535 | val_loss: 0.0311545 | Time: 1179.94 ms
[2022-04-01 09:24:49 main:574] : INFO : Epoch 1616 | loss: 0.0310547 | val_loss: 0.0311559 | Time: 1193.75 ms
[2022-04-01 09:24:50 main:574] : INFO : Epoch 1617 | loss: 0.0310593 | val_loss: 0.0311528 | Time: 1192.69 ms
[2022-04-01 09:24:51 main:574] : INFO : Epoch 1618 | loss: 0.0310642 | val_loss: 0.0311503 | Time: 1168.9 ms
[2022-04-01 09:24:52 main:574] : INFO : Epoch 1619 | loss: 0.0310606 | val_loss: 0.0311592 | Time: 1163.71 ms
[2022-04-01 09:24:54 main:574] : INFO : Epoch 1620 | loss: 0.0310613 | val_loss: 0.0311579 | Time: 1175.45 ms
[2022-04-01 09:24:55 main:574] : INFO : Epoch 1621 | loss: 0.031054 | val_loss: 0.0311582 | Time: 1166.57 ms
[2022-04-01 09:24:56 main:574] : INFO : Epoch 1622 | loss: 0.0310551 | val_loss: 0.0311577 | Time: 1175.07 ms
[2022-04-01 09:24:57 main:574] : INFO : Epoch 1623 | loss: 0.0310528 | val_loss: 0.0311565 | Time: 1189.34 ms
[2022-04-01 09:24:58 main:574] : INFO : Epoch 1624 | loss: 0.0310552 | val_loss: 0.031166 | Time: 1201.98 ms
[2022-04-01 09:25:00 main:574] : INFO : Epoch 1625 | loss: 0.0310506 | val_loss: 0.0311672 | Time: 1183.92 ms
[2022-04-01 09:25:01 main:574] : INFO : Epoch 1626 | loss: 0.0310504 | val_loss: 0.0311593 | Time: 1171.1 ms
[2022-04-01 09:25:02 main:574] : INFO : Epoch 1627 | loss: 0.0310518 | val_loss: 0.0311634 | Time: 1167.51 ms
[2022-04-01 09:25:03 main:574] : INFO : Epoch 1628 | loss: 0.0310512 | val_loss: 0.0311573 | Time: 1189.85 ms
[2022-04-01 09:25:04 main:574] : INFO : Epoch 1629 | loss: 0.0310517 | val_loss: 0.0311664 | Time: 1186.11 ms
[2022-04-01 09:25:06 main:574] : INFO : Epoch 1630 | loss: 0.0310501 | val_loss: 0.0311496 | Time: 1274.67 ms
[2022-04-01 09:25:07 main:574] : INFO : Epoch 1631 | loss: 0.0310519 | val_loss: 0.0311679 | Time: 1219.26 ms
[2022-04-01 09:25:08 main:574] : INFO : Epoch 1632 | loss: 0.0310516 | val_loss: 0.031167 | Time: 1183.41 ms
[2022-04-01 09:25:09 main:574] : INFO : Epoch 1633 | loss: 0.0310521 | val_loss: 0.0311594 | Time: 1172.13 ms
[2022-04-01 09:25:10 main:574] : INFO : Epoch 1634 | loss: 0.0310523 | val_loss: 0.0311522 | Time: 1165.11 ms
[2022-04-01 09:25:12 main:574] : INFO : Epoch 1635 | loss: 0.0310558 | val_loss: 0.0311546 | Time: 1178.74 ms
[2022-04-01 09:25:13 main:574] : INFO : Epoch 1636 | loss: 0.0310567 | val_loss: 0.0311571 | Time: 1181.64 ms
[2022-04-01 09:25:14 main:574] : INFO : Epoch 1637 | loss: 0.0310575 | val_loss: 0.0311646 | Time: 1175.1 ms
[2022-04-01 09:25:15 main:574] : INFO : Epoch 1638 | loss: 0.0310546 | val_loss: 0.0311474 | Time: 1182.73 ms
[2022-04-01 09:25:16 main:574] : INFO : Epoch 1639 | loss: 0.0310511 | val_loss: 0.0311526 | Time: 1194.23 ms
[2022-04-01 09:25:18 main:574] : INFO : Epoch 1640 | loss: 0.0310515 | val_loss: 0.031151 | Time: 1205.54 ms
[2022-04-01 09:25:19 main:574] : INFO : Epoch 1641 | loss: 0.0310528 | val_loss: 0.0311562 | Time: 1170.75 ms
[2022-04-01 09:25:20 main:574] : INFO : Epoch 1642 | loss: 0.0310594 | val_loss: 0.031151 | Time: 1163.1 ms
[2022-04-01 09:25:21 main:574] : INFO : Epoch 1643 | loss: 0.0310532 | val_loss: 0.0311584 | Time: 1180.92 ms
[2022-04-01 09:25:22 main:574] : INFO : Epoch 1644 | loss: 0.0310517 | val_loss: 0.031159 | Time: 1172.04 ms
[2022-04-01 09:25:23 main:574] : INFO : Epoch 1645 | loss: 0.0310547 | val_loss: 0.031157 | Time: 1170.57 ms
[2022-04-01 09:25:25 main:574] : INFO : Epoch 1646 | loss: 0.0310486 | val_loss: 0.0311649 | Time: 1180.27 ms
[2022-04-01 09:25:26 main:574] : INFO : Epoch 1647 | loss: 0.0310533 | val_loss: 0.0311492 | Time: 1193.39 ms
[2022-04-01 09:25:27 main:574] : INFO : Epoch 1648 | loss: 0.0310597 | val_loss: 0.0311619 | Time: 1199.89 ms
[2022-04-01 09:25:28 main:574] : INFO : Epoch 1649 | loss: 0.031055 | val_loss: 0.0311606 | Time: 1181.12 ms
[2022-04-01 09:25:29 main:574] : INFO : Epoch 1650 | loss: 0.0310581 | val_loss: 0.031157 | Time: 1180.02 ms
[2022-04-01 09:25:31 main:574] : INFO : Epoch 1651 | loss: 0.0310577 | val_loss: 0.0311656 | Time: 1173.82 ms
[2022-04-01 09:25:32 main:574] : INFO : Epoch 1652 | loss: 0.0310543 | val_loss: 0.0311712 | Time: 1167.32 ms
[2022-04-01 09:25:33 main:574] : INFO : Epoch 1653 | loss: 0.0310517 | val_loss: 0.0311645 | Time: 1195.64 ms
[2022-04-01 09:25:34 main:574] : INFO : Epoch 1654 | loss: 0.0310492 | val_loss: 0.0311548 | Time: 1181.18 ms
[2022-04-01 09:25:35 main:574] : INFO : Epoch 1655 | loss: 0.0310502 | val_loss: 0.0311579 | Time: 1197.55 ms
[2022-04-01 09:25:36 main:574] : INFO : Epoch 1656 | loss: 0.0310544 | val_loss: 0.0311569 | Time: 1175.4 ms
[2022-04-01 09:25:38 main:574] : INFO : Epoch 1657 | loss: 0.031054 | val_loss: 0.0311556 | Time: 1164.43 ms
[2022-04-01 09:25:39 main:574] : INFO : Epoch 1658 | loss: 0.0310528 | val_loss: 0.0311679 | Time: 1174.04 ms
[2022-04-01 09:25:40 main:574] : INFO : Epoch 1659 | loss: 0.0310582 | val_loss: 0.0311602 | Time: 1194.48 ms
[2022-04-01 09:25:41 main:574] : INFO : Epoch 1660 | loss: 0.0310559 | val_loss: 0.0311689 | Time: 1164.6 ms
[2022-04-01 09:25:42 main:574] : INFO : Epoch 1661 | loss: 0.0310586 | val_loss: 0.0311664 | Time: 1181.28 ms
[2022-04-01 09:25:44 main:574] : INFO : Epoch 1662 | loss: 0.0310574 | val_loss: 0.0311608 | Time: 1234.81 ms
[2022-04-01 09:25:45 main:574] : INFO : Epoch 1663 | loss: 0.0310512 | val_loss: 0.031162 | Time: 1253.12 ms
[2022-04-01 09:25:46 main:574] : INFO : Epoch 1664 | loss: 0.0310513 | val_loss: 0.031148 | Time: 1201.49 ms
[2022-04-01 09:25:47 main:574] : INFO : Epoch 1665 | loss: 0.0310493 | val_loss: 0.0311554 | Time: 1178.46 ms
[2022-04-01 09:25:49 main:574] : INFO : Epoch 1666 | loss: 0.031056 | val_loss: 0.0311548 | Time: 1286.4 ms
[2022-04-01 09:25:50 main:574] : INFO : Epoch 1667 | loss: 0.0310577 | val_loss: 0.0311623 | Time: 1207.71 ms
[2022-04-01 09:25:51 main:574] : INFO : Epoch 1668 | loss: 0.0310545 | val_loss: 0.0311733 | Time: 1201.02 ms
[2022-04-01 09:25:52 main:574] : INFO : Epoch 1669 | loss: 0.0310496 | val_loss: 0.0311659 | Time: 1174.48 ms
[2022-04-01 09:25:53 main:574] : INFO : Epoch 1670 | loss: 0.0310462 | val_loss: 0.0311648 | Time: 1209.66 ms
[2022-04-01 09:25:55 main:574] : INFO : Epoch 1671 | loss: 0.0310499 | val_loss: 0.0311711 | Time: 1165.73 ms
[2022-04-01 09:25:56 main:574] : INFO : Epoch 1672 | loss: 0.0310491 | val_loss: 0.0311601 | Time: 1161.97 ms
[2022-04-01 09:25:57 main:574] : INFO : Epoch 1673 | loss: 0.0310499 | val_loss: 0.0311582 | Time: 1160.5 ms
[2022-04-01 09:25:58 main:574] : INFO : Epoch 1674 | loss: 0.0310552 | val_loss: 0.0311518 | Time: 1165.21 ms
[2022-04-01 09:25:59 main:574] : INFO : Epoch 1675 | loss: 0.0310545 | val_loss: 0.0311505 | Time: 1161.82 ms
[2022-04-01 09:26:00 main:574] : INFO : Epoch 1676 | loss: 0.0310516 | val_loss: 0.0311561 | Time: 1197.21 ms
[2022-04-01 09:26:02 main:574] : INFO : Epoch 1677 | loss: 0.0310472 | val_loss: 0.0311579 | Time: 1218.48 ms
[2022-04-01 09:26:03 main:574] : INFO : Epoch 1678 | loss: 0.0310503 | val_loss: 0.0311527 | Time: 1201.37 ms
[2022-04-01 09:26:04 main:574] : INFO : Epoch 1679 | loss: 0.0310499 | val_loss: 0.0311618 | Time: 1165.58 ms
[2022-04-01 09:26:05 main:574] : INFO : Epoch 1680 | loss: 0.0310553 | val_loss: 0.0311651 | Time: 1181.79 ms
[2022-04-01 09:26:06 main:574] : INFO : Epoch 1681 | loss: 0.0310491 | val_loss: 0.0311695 | Time: 1253.12 ms
[2022-04-01 09:26:08 main:574] : INFO : Epoch 1682 | loss: 0.0310468 | val_loss: 0.031167 | Time: 1235.77 ms
[2022-04-01 09:26:09 main:574] : INFO : Epoch 1683 | loss: 0.0310592 | val_loss: 0.0311531 | Time: 1164.27 ms
[2022-04-01 09:26:10 main:574] : INFO : Epoch 1684 | loss: 0.0310588 | val_loss: 0.0311596 | Time: 1196.6 ms
[2022-04-01 09:26:11 main:574] : INFO : Epoch 1685 | loss: 0.0310513 | val_loss: 0.0311627 | Time: 1233.14 ms
[2022-04-01 09:26:12 main:574] : INFO : Epoch 1686 | loss: 0.0310476 | val_loss: 0.0311677 | Time: 1176.5 ms
[2022-04-01 09:26:14 main:574] : INFO : Epoch 1687 | loss: 0.0310467 | val_loss: 0.0311834 | Time: 1188.98 ms
[2022-04-01 09:26:15 main:574] : INFO : Epoch 1688 | loss: 0.0310485 | val_loss: 0.0311598 | Time: 1179 ms
[2022-04-01 09:26:16 main:574] : INFO : Epoch 1689 | loss: 0.0310505 | val_loss: 0.0311552 | Time: 1200.73 ms
[2022-04-01 09:26:17 main:574] : INFO : Epoch 1690 | loss: 0.0310516 | val_loss: 0.031161 | Time: 1162.28 ms
[2022-04-01 09:26:18 main:574] : INFO : Epoch 1691 | loss: 0.0310509 | val_loss: 0.0311627 | Time: 1182.45 ms
[2022-04-01 09:26:20 main:574] : INFO : Epoch 1692 | loss: 0.0310659 | val_loss: 0.0311532 | Time: 1185 ms
[2022-04-01 09:26:21 main:574] : INFO : Epoch 1693 | loss: 0.031072 | val_loss: 0.0311513 | Time: 1184.57 ms
[2022-04-01 09:26:22 main:574] : INFO : Epoch 1694 | loss: 0.0310639 | val_loss: 0.0311618 | Time: 1168.24 ms
[2022-04-01 09:26:23 main:574] : INFO : Epoch 1695 | loss: 0.0310572 | val_loss: 0.0311578 | Time: 1173.8 ms
[2022-04-01 09:26:24 main:574] : INFO : Epoch 1696 | loss: 0.0310563 | val_loss: 0.0311604 | Time: 1175.51 ms
[2022-04-01 09:26:25 main:574] : INFO : Epoch 1697 | loss: 0.0310598 | val_loss: 0.0311497 | Time: 1173.87 ms
[2022-04-01 09:26:27 main:574] : INFO : Epoch 1698 | loss: 0.0311559 | val_loss: 0.0314118 | Time: 1175.91 ms
[2022-04-01 09:26:28 main:574] : INFO : Epoch 1699 | loss: 0.0404771 | val_loss: 0.0365669 | Time: 1182.51 ms
[2022-04-01 09:26:29 main:574] : INFO : Epoch 1700 | loss: 0.0327967 | val_loss: 0.0313708 | Time: 1210.97 ms
[2022-04-01 09:26:30 main:574] : INFO : Epoch 1701 | loss: 0.0314865 | val_loss: 0.0312597 | Time: 1179.61 ms
[2022-04-01 09:26:31 main:574] : INFO : Epoch 1702 | loss: 0.0312795 | val_loss: 0.031256 | Time: 1159.86 ms
[2022-04-01 09:26:33 main:574] : INFO : Epoch 1703 | loss: 0.0312448 | val_loss: 0.0312386 | Time: 1149.19 ms
[2022-04-01 09:26:34 main:574] : INFO : Epoch 1704 | loss: 0.0312365 | val_loss: 0.0312317 | Time: 1163.19 ms
[2022-04-01 09:26:35 main:574] : INFO : Epoch 1705 | loss: 0.0312309 | val_loss: 0.0312257 | Time: 1194.73 ms
[2022-04-01 09:26:36 main:574] : INFO : Epoch 1706 | loss: 0.0312226 | val_loss: 0.0312151 | Time: 1211.26 ms
[2022-04-01 09:26:37 main:574] : INFO : Epoch 1707 | loss: 0.031212 | val_loss: 0.0312052 | Time: 1165.26 ms
[2022-04-01 09:26:39 main:574] : INFO : Epoch 1708 | loss: 0.0312027 | val_loss: 0.0311955 | Time: 1213.06 ms
[2022-04-01 09:26:40 main:574] : INFO : Epoch 1709 | loss: 0.0311934 | val_loss: 0.0311872 | Time: 1176.59 ms
[2022-04-01 09:26:41 main:574] : INFO : Epoch 1710 | loss: 0.0311852 | val_loss: 0.0311817 | Time: 1159.37 ms
[2022-04-01 09:26:42 main:574] : INFO : Epoch 1711 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 1166.87 ms
[2022-04-01 09:26:43 main:574] : INFO : Epoch 1712 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 1162.95 ms
[2022-04-01 09:26:44 main:574] : INFO : Epoch 1713 | loss: 0.0311718 | val_loss: 0.031176 | Time: 1158.99 ms
[2022-04-01 09:26:46 main:574] : INFO : Epoch 1714 | loss: 0.0311735 | val_loss: 0.0311712 | Time: 1181.08 ms
[2022-04-01 09:26:47 main:574] : INFO : Epoch 1715 | loss: 0.0311586 | val_loss: 0.0311643 | Time: 1224.64 ms
[2022-04-01 09:26:48 main:574] : INFO : Epoch 1716 | loss: 0.0311457 | val_loss: 0.031151 | Time: 1206.73 ms
[2022-04-01 09:26:49 main:574] : INFO : Epoch 1717 | loss: 0.0311431 | val_loss: 0.0311479 | Time: 1229.28 ms
[2022-04-01 09:26:50 main:574] : INFO : Epoch 1718 | loss: 0.0311347 | val_loss: 0.0311477 | Time: 1261.36 ms
[2022-04-01 09:26:52 main:574] : INFO : Epoch 1719 | loss: 0.0311316 | val_loss: 0.0311568 | Time: 1214.04 ms
[2022-04-01 09:26:53 main:574] : INFO : Epoch 1720 | loss: 0.0311313 | val_loss: 0.0311451 | Time: 1163.84 ms
[2022-04-01 09:26:54 main:574] : INFO : Epoch 1721 | loss: 0.0311287 | val_loss: 0.0311446 | Time: 1162.96 ms
[2022-04-01 09:26:55 main:574] : INFO : Epoch 1722 | loss: 0.031125 | val_loss: 0.0311468 | Time: 1161.76 ms
[2022-04-01 09:26:56 main:574] : INFO : Epoch 1723 | loss: 0.0311254 | val_loss: 0.0311491 | Time: 1194.43 ms
[2022-04-01 09:26:58 main:574] : INFO : Epoch 1724 | loss: 0.0311219 | val_loss: 0.0311433 | Time: 1184.1 ms
[2022-04-01 09:26:59 main:574] : INFO : Epoch 1725 | loss: 0.031123 | val_loss: 0.0311435 | Time: 1195.85 ms
[2022-04-01 09:27:00 main:574] : INFO : Epoch 1726 | loss: 0.031123 | val_loss: 0.0311477 | Time: 1163.86 ms
[2022-04-01 09:27:01 main:574] : INFO : Epoch 1727 | loss: 0.0311233 | val_loss: 0.0311489 | Time: 1179.43 ms
[2022-04-01 09:27:02 main:574] : INFO : Epoch 1728 | loss: 0.0311195 | val_loss: 0.0311519 | Time: 1161.53 ms
[2022-04-01 09:27:03 main:574] : INFO : Epoch 1729 | loss: 0.0311152 | val_loss: 0.0311434 | Time: 1178.47 ms
[2022-04-01 09:27:05 main:574] : INFO : Epoch 1730 | loss: 0.0311152 | val_loss: 0.0311553 | Time: 1177.27 ms
[2022-04-01 09:27:06 main:574] : INFO : Epoch 1731 | loss: 0.0311151 | val_loss: 0.0311508 | Time: 1238.03 ms
[2022-04-01 09:27:07 main:574] : INFO : Epoch 1732 | loss: 0.0311155 | val_loss: 0.0311592 | Time: 1217.97 ms
[2022-04-01 09:27:08 main:574] : INFO : Epoch 1733 | loss: 0.0311167 | val_loss: 0.0311397 | Time: 1270.29 ms
[2022-04-01 09:27:10 main:574] : INFO : Epoch 1734 | loss: 0.0311055 | val_loss: 0.0311456 | Time: 1201.82 ms
[2022-04-01 09:27:11 main:574] : INFO : Epoch 1735 | loss: 0.0311087 | val_loss: 0.0311442 | Time: 1169.28 ms
[2022-04-01 09:27:12 main:574] : INFO : Epoch 1736 | loss: 0.0311106 | val_loss: 0.0311424 | Time: 1163.18 ms
[2022-04-01 09:27:13 main:574] : INFO : Epoch 1737 | loss: 0.0311064 | val_loss: 0.0311392 | Time: 1169.29 ms
[2022-04-01 09:27:14 main:574] : INFO : Epoch 1738 | loss: 0.0311073 | val_loss: 0.0311357 | Time: 1211.1 ms
[2022-04-01 09:27:16 main:574] : INFO : Epoch 1739 | loss: 0.0311062 | val_loss: 0.0311475 | Time: 1176.27 ms
[2022-04-01 09:27:17 main:574] : INFO : Epoch 1740 | loss: 0.0311089 | val_loss: 0.0311398 | Time: 1166.67 ms
[2022-04-01 09:27:18 main:574] : INFO : Epoch 1741 | loss: 0.031104 | val_loss: 0.0311337 | Time: 1167.96 ms
[2022-04-01 09:27:19 main:574] : INFO : Epoch 1742 | loss: 0.0311025 | val_loss: 0.0311346 | Time: 1220.67 ms
[2022-04-01 09:27:20 main:574] : INFO : Epoch 1743 | loss: 0.0310996 | val_loss: 0.0311493 | Time: 1179.59 ms
[2022-04-01 09:27:21 main:574] : INFO : Epoch 1744 | loss: 0.0310991 | val_loss: 0.031149 | Time: 1168.26 ms
[2022-04-01 09:27:23 main:574] : INFO : Epoch 1745 | loss: 0.0310972 | val_loss: 0.0311445 | Time: 1184.44 ms
[2022-04-01 09:27:24 main:574] : INFO : Epoch 1746 | loss: 0.0310953 | val_loss: 0.0311547 | Time: 1210.59 ms
[2022-04-01 09:27:25 main:574] : INFO : Epoch 1747 | loss: 0.0310949 | val_loss: 0.0311551 | Time: 1161.66 ms
[2022-04-01 09:27:26 main:574] : INFO : Epoch 1748 | loss: 0.0310967 | val_loss: 0.0311461 | Time: 1180.84 ms
[2022-04-01 09:27:27 main:574] : INFO : Epoch 1749 | loss: 0.0310964 | val_loss: 0.0311504 | Time: 1163.43 ms
[2022-04-01 09:27:29 main:574] : INFO : Epoch 1750 | loss: 0.0310961 | val_loss: 0.0311495 | Time: 1162.08 ms
[2022-04-01 09:27:30 main:574] : INFO : Epoch 1751 | loss: 0.0310927 | val_loss: 0.0311443 | Time: 1172.96 ms
[2022-04-01 09:27:31 main:574] : INFO : Epoch 1752 | loss: 0.0310986 | val_loss: 0.0311304 | Time: 1165.88 ms
[2022-04-01 09:27:32 main:574] : INFO : Epoch 1753 | loss: 0.0310993 | val_loss: 0.0311482 | Time: 1197.42 ms
[2022-04-01 09:27:33 main:574] : INFO : Epoch 1754 | loss: 0.0310934 | val_loss: 0.0311375 | Time: 1199.93 ms
[2022-04-01 09:27:34 main:574] : INFO : Epoch 1755 | loss: 0.0310892 | val_loss: 0.0311447 | Time: 1162.06 ms
[2022-04-01 09:27:36 main:574] : INFO : Epoch 1756 | loss: 0.0310892 | val_loss: 0.0311463 | Time: 1180.36 ms
[2022-04-01 09:27:37 main:574] : INFO : Epoch 1757 | loss: 0.0310878 | val_loss: 0.0311516 | Time: 1183.58 ms
[2022-04-01 09:27:38 main:574] : INFO : Epoch 1758 | loss: 0.0310894 | val_loss: 0.0311546 | Time: 1157.43 ms
[2022-04-01 09:27:39 main:574] : INFO : Epoch 1759 | loss: 0.0310877 | val_loss: 0.0311421 | Time: 1161.83 ms
[2022-04-01 09:27:40 main:574] : INFO : Epoch 1760 | loss: 0.0310915 | val_loss: 0.0311429 | Time: 1175.84 ms
[2022-04-01 09:27:42 main:574] : INFO : Epoch 1761 | loss: 0.0310896 | val_loss: 0.031144 | Time: 1195.77 ms
[2022-04-01 09:27:43 main:574] : INFO : Epoch 1762 | loss: 0.0310884 | val_loss: 0.0311367 | Time: 1182.43 ms
[2022-04-01 09:27:44 main:574] : INFO : Epoch 1763 | loss: 0.0310947 | val_loss: 0.0311341 | Time: 1213.59 ms
[2022-04-01 09:27:45 main:574] : INFO : Epoch 1764 | loss: 0.0310955 | val_loss: 0.0311379 | Time: 1160.59 ms
[2022-04-01 09:27:46 main:574] : INFO : Epoch 1765 | loss: 0.031099 | val_loss: 0.0311352 | Time: 1164.65 ms
[2022-04-01 09:27:47 main:574] : INFO : Epoch 1766 | loss: 0.0310941 | val_loss: 0.0311401 | Time: 1157.77 ms
[2022-04-01 09:27:49 main:574] : INFO : Epoch 1767 | loss: 0.0310952 | val_loss: 0.0311414 | Time: 1178.98 ms
[2022-04-01 09:27:50 main:574] : INFO : Epoch 1768 | loss: 0.0310889 | val_loss: 0.031143 | Time: 1188.79 ms
[2022-04-01 09:27:51 main:574] : INFO : Epoch 1769 | loss: 0.0310901 | val_loss: 0.0311386 | Time: 1284.88 ms
[2022-04-01 09:27:52 main:574] : INFO : Epoch 1770 | loss: 0.0310883 | val_loss: 0.0311437 | Time: 1260.8 ms
[2022-04-01 09:27:54 main:574] : INFO : Epoch 1771 | loss: 0.0310842 | val_loss: 0.0311429 | Time: 1212.68 ms
[2022-04-01 09:27:55 main:574] : INFO : Epoch 1772 | loss: 0.0310878 | val_loss: 0.0311398 | Time: 1193.47 ms
[2022-04-01 09:27:56 main:574] : INFO : Epoch 1773 | loss: 0.0310841 | val_loss: 0.0311401 | Time: 1168.79 ms
[2022-04-01 09:27:57 main:574] : INFO : Epoch 1774 | loss: 0.0310822 | val_loss: 0.0311462 | Time: 1161.87 ms
[2022-04-01 09:27:58 main:574] : INFO : Epoch 1775 | loss: 0.0310818 | val_loss: 0.0311476 | Time: 1195.76 ms
[2022-04-01 09:27:59 main:574] : INFO : Epoch 1776 | loss: 0.0310819 | val_loss: 0.0311412 | Time: 1196.3 ms
[2022-04-01 09:28:01 main:574] : INFO : Epoch 1777 | loss: 0.0310818 | val_loss: 0.0311383 | Time: 1181.39 ms
[2022-04-01 09:28:02 main:574] : INFO : Epoch 1778 | loss: 0.0310858 | val_loss: 0.0311364 | Time: 1163.67 ms
[2022-04-01 09:28:03 main:574] : INFO : Epoch 1779 | loss: 0.031088 | val_loss: 0.0311503 | Time: 1162.43 ms
[2022-04-01 09:28:04 main:574] : INFO : Epoch 1780 | loss: 0.0310869 | val_loss: 0.0311319 | Time: 1175.57 ms
[2022-04-01 09:28:05 main:574] : INFO : Epoch 1781 | loss: 0.0311036 | val_loss: 0.0311322 | Time: 1167.62 ms
[2022-04-01 09:28:07 main:574] : INFO : Epoch 1782 | loss: 0.031099 | val_loss: 0.0311371 | Time: 1194.53 ms
[2022-04-01 09:28:08 main:574] : INFO : Epoch 1783 | loss: 0.0310929 | val_loss: 0.031141 | Time: 1247.11 ms
[2022-04-01 09:28:09 main:574] : INFO : Epoch 1784 | loss: 0.031088 | val_loss: 0.031142 | Time: 1294.77 ms
[2022-04-01 09:28:10 main:574] : INFO : Epoch 1785 | loss: 0.031086 | val_loss: 0.0311427 | Time: 1266.94 ms
[2022-04-01 09:28:12 main:574] : INFO : Epoch 1786 | loss: 0.0310866 | val_loss: 0.0311513 | Time: 1161.99 ms
[2022-04-01 09:28:13 main:574] : INFO : Epoch 1787 | loss: 0.0310866 | val_loss: 0.0311406 | Time: 1165.1 ms
[2022-04-01 09:28:14 main:574] : INFO : Epoch 1788 | loss: 0.031086 | val_loss: 0.0311432 | Time: 1160.64 ms
[2022-04-01 09:28:15 main:574] : INFO : Epoch 1789 | loss: 0.0310846 | val_loss: 0.0311364 | Time: 1198.01 ms
[2022-04-01 09:28:16 main:574] : INFO : Epoch 1790 | loss: 0.0310848 | val_loss: 0.0311484 | Time: 1178.26 ms
[2022-04-01 09:28:18 main:574] : INFO : Epoch 1791 | loss: 0.0310821 | val_loss: 0.0311405 | Time: 1248.02 ms
[2022-04-01 09:28:19 main:574] : INFO : Epoch 1792 | loss: 0.0310814 | val_loss: 0.0311394 | Time: 1181.86 ms
[2022-04-01 09:28:20 main:574] : INFO : Epoch 1793 | loss: 0.03108 | val_loss: 0.0311351 | Time: 1174.94 ms
[2022-04-01 09:28:21 main:574] : INFO : Epoch 1794 | loss: 0.0310782 | val_loss: 0.0311483 | Time: 1210.54 ms
[2022-04-01 09:28:22 main:574] : INFO : Epoch 1795 | loss: 0.0310789 | val_loss: 0.0311438 | Time: 1184.22 ms
[2022-04-01 09:28:23 main:574] : INFO : Epoch 1796 | loss: 0.0310778 | val_loss: 0.0311385 | Time: 1164.3 ms
[2022-04-01 09:28:25 main:574] : INFO : Epoch 1797 | loss: 0.031077 | val_loss: 0.031143 | Time: 1177.27 ms
[2022-04-01 09:28:26 main:574] : INFO : Epoch 1798 | loss: 0.0310801 | val_loss: 0.03114 | Time: 1174.83 ms
[2022-04-01 09:28:27 main:574] : INFO : Epoch 1799 | loss: 0.0310815 | val_loss: 0.0311395 | Time: 1218.19 ms
[2022-04-01 09:28:28 main:574] : INFO : Epoch 1800 | loss: 0.0310789 | val_loss: 0.0311434 | Time: 1192.53 ms
[2022-04-01 09:28:29 main:574] : INFO : Epoch 1801 | loss: 0.0310789 | val_loss: 0.0311462 | Time: 1179.62 ms
[2022-04-01 09:28:31 main:574] : INFO : Epoch 1802 | loss: 0.0310763 | val_loss: 0.0311357 | Time: 1178.11 ms
[2022-04-01 09:28:32 main:574] : INFO : Epoch 1803 | loss: 0.0310796 | val_loss: 0.0311487 | Time: 1164.55 ms
[2022-04-01 09:28:33 main:574] : INFO : Epoch 1804 | loss: 0.0310796 | val_loss: 0.0311362 | Time: 1180.21 ms
[2022-04-01 09:28:34 main:574] : INFO : Epoch 1805 | loss: 0.0310783 | val_loss: 0.0311442 | Time: 1183.19 ms
[2022-04-01 09:28:35 main:574] : INFO : Epoch 1806 | loss: 0.0310826 | val_loss: 0.0311384 | Time: 1191.35 ms
[2022-04-01 09:28:37 main:574] : INFO : Epoch 1807 | loss: 0.0310768 | val_loss: 0.0311381 | Time: 1201.18 ms
[2022-04-01 09:28:38 main:574] : INFO : Epoch 1808 | loss: 0.0310766 | val_loss: 0.0311395 | Time: 1192.47 ms
[2022-04-01 09:28:39 main:574] : INFO : Epoch 1809 | loss: 0.0310757 | val_loss: 0.0311369 | Time: 1198.45 ms
[2022-04-01 09:28:40 main:574] : INFO : Epoch 1810 | loss: 0.0310746 | val_loss: 0.0311383 | Time: 1200.12 ms
[2022-04-01 09:28:41 main:574] : INFO : Epoch 1811 | loss: 0.0310761 | val_loss: 0.0311499 | Time: 1174.53 ms
[2022-04-01 09:28:42 main:574] : INFO : Epoch 1812 | loss: 0.0310742 | val_loss: 0.031137 | Time: 1176.98 ms
[2022-04-01 09:28:44 main:574] : INFO : Epoch 1813 | loss: 0.0310751 | val_loss: 0.0311376 | Time: 1184.92 ms
[2022-04-01 09:28:45 main:574] : INFO : Epoch 1814 | loss: 0.0310762 | val_loss: 0.0311321 | Time: 1209.34 ms
[2022-04-01 09:28:46 main:574] : INFO : Epoch 1815 | loss: 0.0310787 | val_loss: 0.0311315 | Time: 1183.11 ms
[2022-04-01 09:28:47 main:574] : INFO : Epoch 1816 | loss: 0.0310763 | val_loss: 0.0311362 | Time: 1176.28 ms
[2022-04-01 09:28:48 main:574] : INFO : Epoch 1817 | loss: 0.0310778 | val_loss: 0.0311326 | Time: 1167.72 ms
[2022-04-01 09:28:50 main:574] : INFO : Epoch 1818 | loss: 0.0310741 | val_loss: 0.0311384 | Time: 1165.25 ms
[2022-04-01 09:28:51 main:574] : INFO : Epoch 1819 | loss: 0.031076 | val_loss: 0.031147 | Time: 1196.31 ms
[2022-04-01 09:28:52 main:574] : INFO : Epoch 1820 | loss: 0.0310773 | val_loss: 0.0311373 | Time: 1206.01 ms
[2022-04-01 09:28:53 main:574] : INFO : Epoch 1821 | loss: 0.0310749 | val_loss: 0.031138 | Time: 1261.71 ms
[2022-04-01 09:28:55 main:574] : INFO : Epoch 1822 | loss: 0.0310756 | val_loss: 0.0311418 | Time: 1284.13 ms
[2022-04-01 09:28:56 main:574] : INFO : Epoch 1823 | loss: 0.0310757 | val_loss: 0.0311376 | Time: 1216.57 ms
[2022-04-01 09:28:57 main:574] : INFO : Epoch 1824 | loss: 0.0310704 | val_loss: 0.031134 | Time: 1162.6 ms
[2022-04-01 09:28:58 main:574] : INFO : Epoch 1825 | loss: 0.0310713 | val_loss: 0.0311368 | Time: 1162.82 ms
[2022-04-01 09:28:59 main:574] : INFO : Epoch 1826 | loss: 0.0310709 | val_loss: 0.031136 | Time: 1174.15 ms
[2022-04-01 09:29:00 main:574] : INFO : Epoch 1827 | loss: 0.0310735 | val_loss: 0.0311383 | Time: 1164.41 ms
[2022-04-01 09:29:02 main:574] : INFO : Epoch 1828 | loss: 0.0310777 | val_loss: 0.031136 | Time: 1182.88 ms
[2022-04-01 09:29:03 main:574] : INFO : Epoch 1829 | loss: 0.0310773 | val_loss: 0.031143 | Time: 1210.45 ms
[2022-04-01 09:29:04 main:574] : INFO : Epoch 1830 | loss: 0.0310715 | val_loss: 0.0311359 | Time: 1165 ms
[2022-04-01 09:29:05 main:574] : INFO : Epoch 1831 | loss: 0.0310716 | val_loss: 0.0311451 | Time: 1160.84 ms
[2022-04-01 09:29:06 main:574] : INFO : Epoch 1832 | loss: 0.0310709 | val_loss: 0.0311417 | Time: 1164.69 ms
[2022-04-01 09:29:08 main:574] : INFO : Epoch 1833 | loss: 0.0310838 | val_loss: 0.0311377 | Time: 1158.75 ms
[2022-04-01 09:29:09 main:574] : INFO : Epoch 1834 | loss: 0.0310868 | val_loss: 0.0311381 | Time: 1163.48 ms
[2022-04-01 09:29:10 main:574] : INFO : Epoch 1835 | loss: 0.031083 | val_loss: 0.0311299 | Time: 1184.77 ms
[2022-04-01 09:29:11 main:574] : INFO : Epoch 1836 | loss: 0.0310804 | val_loss: 0.0311361 | Time: 1274.08 ms
[2022-04-01 09:29:12 main:574] : INFO : Epoch 1837 | loss: 0.0310787 | val_loss: 0.0311356 | Time: 1295.03 ms
[2022-04-01 09:29:14 main:574] : INFO : Epoch 1838 | loss: 0.0310743 | val_loss: 0.0311392 | Time: 1186.4 ms
[2022-04-01 09:29:15 main:574] : INFO : Epoch 1839 | loss: 0.0310734 | val_loss: 0.0311379 | Time: 1168.36 ms
[2022-04-01 09:29:16 main:574] : INFO : Epoch 1840 | loss: 0.0310711 | val_loss: 0.031135 | Time: 1159.06 ms
[2022-04-01 09:29:17 main:574] : INFO : Epoch 1841 | loss: 0.0310711 | val_loss: 0.0311362 | Time: 1171.93 ms
[2022-04-01 09:29:18 main:574] : INFO : Epoch 1842 | loss: 0.0310741 | val_loss: 0.0311386 | Time: 1159.99 ms
[2022-04-01 09:29:20 main:574] : INFO : Epoch 1843 | loss: 0.0310763 | val_loss: 0.0311336 | Time: 1182.15 ms
[2022-04-01 09:29:21 main:574] : INFO : Epoch 1844 | loss: 0.031076 | val_loss: 0.0311376 | Time: 1194.94 ms
[2022-04-01 09:29:22 main:574] : INFO : Epoch 1845 | loss: 0.0310724 | val_loss: 0.0311406 | Time: 1201.15 ms
[2022-04-01 09:29:23 main:574] : INFO : Epoch 1846 | loss: 0.0310725 | val_loss: 0.0311433 | Time: 1175.12 ms
[2022-04-01 09:29:24 main:574] : INFO : Epoch 1847 | loss: 0.0310737 | val_loss: 0.0311483 | Time: 1179.28 ms
[2022-04-01 09:29:25 main:574] : INFO : Epoch 1848 | loss: 0.0310741 | val_loss: 0.0311413 | Time: 1160.84 ms
[2022-04-01 09:29:27 main:574] : INFO : Epoch 1849 | loss: 0.0310712 | val_loss: 0.0311445 | Time: 1166.38 ms
[2022-04-01 09:29:28 main:574] : INFO : Epoch 1850 | loss: 0.0310684 | val_loss: 0.0311476 | Time: 1174.07 ms
[2022-04-01 09:29:29 main:574] : INFO : Epoch 1851 | loss: 0.0310712 | val_loss: 0.0311401 | Time: 1166.58 ms
[2022-04-01 09:29:30 main:574] : INFO : Epoch 1852 | loss: 0.0310758 | val_loss: 0.0311399 | Time: 1194.86 ms
[2022-04-01 09:29:31 main:574] : INFO : Epoch 1853 | loss: 0.0310761 | val_loss: 0.0311353 | Time: 1180.06 ms
[2022-04-01 09:29:33 main:574] : INFO : Epoch 1854 | loss: 0.0310728 | val_loss: 0.031134 | Time: 1167.25 ms
[2022-04-01 09:29:34 main:574] : INFO : Epoch 1855 | loss: 0.0310698 | val_loss: 0.0311314 | Time: 1160.84 ms
[2022-04-01 09:29:35 main:574] : INFO : Epoch 1856 | loss: 0.0310687 | val_loss: 0.0311372 | Time: 1166.13 ms
[2022-04-01 09:29:36 main:574] : INFO : Epoch 1857 | loss: 0.0310683 | val_loss: 0.0311381 | Time: 1171.6 ms
[2022-04-01 09:29:37 main:574] : INFO : Epoch 1858 | loss: 0.0310694 | val_loss: 0.0311388 | Time: 1186.12 ms
[2022-04-01 09:29:38 main:574] : INFO : Epoch 1859 | loss: 0.0310666 | val_loss: 0.0311417 | Time: 1169.65 ms
[2022-04-01 09:29:40 main:574] : INFO : Epoch 1860 | loss: 0.0310672 | val_loss: 0.0311372 | Time: 1238.99 ms
[2022-04-01 09:29:41 main:574] : INFO : Epoch 1861 | loss: 0.0310649 | val_loss: 0.0311432 | Time: 1162.38 ms
[2022-04-01 09:29:42 main:574] : INFO : Epoch 1862 | loss: 0.0310661 | val_loss: 0.0311485 | Time: 1157.65 ms
[2022-04-01 09:29:43 main:574] : INFO : Epoch 1863 | loss: 0.0310735 | val_loss: 0.0311305 | Time: 1163.52 ms
[2022-04-01 09:29:44 main:574] : INFO : Epoch 1864 | loss: 0.0310721 | val_loss: 0.0311419 | Time: 1167.24 ms
[2022-04-01 09:29:45 main:574] : INFO : Epoch 1865 | loss: 0.0310679 | val_loss: 0.031146 | Time: 1156.53 ms
[2022-04-01 09:29:47 main:574] : INFO : Epoch 1866 | loss: 0.0310681 | val_loss: 0.0311363 | Time: 1183.77 ms
[2022-04-01 09:29:48 main:574] : INFO : Epoch 1867 | loss: 0.0310663 | val_loss: 0.03113 | Time: 1228.79 ms
[2022-04-01 09:29:49 main:574] : INFO : Epoch 1868 | loss: 0.031066 | val_loss: 0.0311397 | Time: 1165.67 ms
[2022-04-01 09:29:50 main:574] : INFO : Epoch 1869 | loss: 0.0310766 | val_loss: 0.0311302 | Time: 1164.61 ms
[2022-04-01 09:29:51 main:574] : INFO : Epoch 1870 | loss: 0.03108 | val_loss: 0.0311347 | Time: 1180.65 ms
[2022-04-01 09:29:53 main:574] : INFO : Epoch 1871 | loss: 0.0310723 | val_loss: 0.0311326 | Time: 1162.6 ms
[2022-04-01 09:29:54 main:574] : INFO : Epoch 1872 | loss: 0.0310738 | val_loss: 0.0311347 | Time: 1162.93 ms
[2022-04-01 09:29:55 main:574] : INFO : Epoch 1873 | loss: 0.0310715 | val_loss: 0.0311367 | Time: 1231.38 ms
[2022-04-01 09:29:56 main:574] : INFO : Epoch 1874 | loss: 0.0310704 | val_loss: 0.0311354 | Time: 1270.67 ms
[2022-04-01 09:29:58 main:574] : INFO : Epoch 1875 | loss: 0.031071 | val_loss: 0.0311335 | Time: 1307.48 ms
[2022-04-01 09:29:59 main:574] : INFO : Epoch 1876 | loss: 0.0310714 | val_loss: 0.0311396 | Time: 1187.89 ms
[2022-04-01 09:30:00 main:574] : INFO : Epoch 1877 | loss: 0.0310704 | val_loss: 0.0311386 | Time: 1184.57 ms
[2022-04-01 09:30:01 main:574] : INFO : Epoch 1878 | loss: 0.0310712 | val_loss: 0.031146 | Time: 1163.07 ms
[2022-04-01 09:30:02 main:574] : INFO : Epoch 1879 | loss: 0.0310707 | val_loss: 0.0311368 | Time: 1173.92 ms
[2022-04-01 09:30:03 main:574] : INFO : Epoch 1880 | loss: 0.0310678 | val_loss: 0.0311353 | Time: 1168.21 ms
[2022-04-01 09:30:05 main:574] : INFO : Epoch 1881 | loss: 0.0310667 | val_loss: 0.0311332 | Time: 1171.66 ms
[2022-04-01 09:30:06 main:574] : INFO : Epoch 1882 | loss: 0.0310666 | val_loss: 0.0311299 | Time: 1172.77 ms
[2022-04-01 09:30:07 main:574] : INFO : Epoch 1883 | loss: 0.0310686 | val_loss: 0.031141 | Time: 1191.54 ms
[2022-04-01 09:30:08 main:574] : INFO : Epoch 1884 | loss: 0.0310683 | val_loss: 0.031136 | Time: 1161.58 ms
[2022-04-01 09:30:09 main:574] : INFO : Epoch 1885 | loss: 0.031062 | val_loss: 0.0311391 | Time: 1184.08 ms
[2022-04-01 09:30:11 main:574] : INFO : Epoch 1886 | loss: 0.0310614 | val_loss: 0.0311377 | Time: 1183.82 ms
[2022-04-01 09:30:12 main:574] : INFO : Epoch 1887 | loss: 0.0310639 | val_loss: 0.0311327 | Time: 1171.95 ms
[2022-04-01 09:30:13 main:574] : INFO : Epoch 1888 | loss: 0.0310638 | val_loss: 0.0311418 | Time: 1298.55 ms
[2022-04-01 09:30:14 main:574] : INFO : Epoch 1889 | loss: 0.0310681 | val_loss: 0.0311392 | Time: 1213.84 ms
[2022-04-01 09:30:15 main:574] : INFO : Epoch 1890 | loss: 0.0310648 | val_loss: 0.0311443 | Time: 1199.19 ms
[2022-04-01 09:30:17 main:574] : INFO : Epoch 1891 | loss: 0.0310784 | val_loss: 0.0311341 | Time: 1162.29 ms
[2022-04-01 09:30:18 main:574] : INFO : Epoch 1892 | loss: 0.0310729 | val_loss: 0.0311401 | Time: 1171.02 ms
[2022-04-01 09:30:19 main:574] : INFO : Epoch 1893 | loss: 0.0310684 | val_loss: 0.0311357 | Time: 1176.95 ms
[2022-04-01 09:30:20 main:574] : INFO : Epoch 1894 | loss: 0.0310672 | val_loss: 0.0311362 | Time: 1156.58 ms
[2022-04-01 09:30:21 main:574] : INFO : Epoch 1895 | loss: 0.0310646 | val_loss: 0.0311407 | Time: 1178.81 ms
[2022-04-01 09:30:22 main:574] : INFO : Epoch 1896 | loss: 0.0310648 | val_loss: 0.0311282 | Time: 1178.51 ms
[2022-04-01 09:30:24 main:574] : INFO : Epoch 1897 | loss: 0.0310655 | val_loss: 0.0311303 | Time: 1164.69 ms
[2022-04-01 09:30:25 main:574] : INFO : Epoch 1898 | loss: 0.0310669 | val_loss: 0.0311388 | Time: 1197.23 ms
[2022-04-01 09:30:26 main:574] : INFO : Epoch 1899 | loss: 0.0310648 | val_loss: 0.0311439 | Time: 1167.83 ms
[2022-04-01 09:30:27 main:574] : INFO : Epoch 1900 | loss: 0.0310709 | val_loss: 0.0311364 | Time: 1167.8 ms
[2022-04-01 09:30:28 main:574] : INFO : Epoch 1901 | loss: 0.0310795 | val_loss: 0.0311318 | Time: 1166.33 ms
[2022-04-01 09:30:30 main:574] : INFO : Epoch 1902 | loss: 0.031073 | val_loss: 0.0311276 | Time: 1157.91 ms
[2022-04-01 09:30:31 main:574] : INFO : Epoch 1903 | loss: 0.0310735 | val_loss: 0.0311337 | Time: 1153.29 ms
[2022-04-01 09:30:32 main:574] : INFO : Epoch 1904 | loss: 0.0310669 | val_loss: 0.0311401 | Time: 1178.77 ms
[2022-04-01 09:30:33 main:574] : INFO : Epoch 1905 | loss: 0.0310654 | val_loss: 0.0311478 | Time: 1195.93 ms
[2022-04-01 09:30:34 main:574] : INFO : Epoch 1906 | loss: 0.0310731 | val_loss: 0.031143 | Time: 1189 ms
[2022-04-01 09:30:35 main:574] : INFO : Epoch 1907 | loss: 0.0310644 | val_loss: 0.0311369 | Time: 1170.5 ms
[2022-04-01 09:30:37 main:574] : INFO : Epoch 1908 | loss: 0.0310623 | val_loss: 0.0311377 | Time: 1160.94 ms
[2022-04-01 09:30:38 main:574] : INFO : Epoch 1909 | loss: 0.0310615 | val_loss: 0.0311431 | Time: 1166.51 ms
[2022-04-01 09:30:39 main:574] : INFO : Epoch 1910 | loss: 0.0310731 | val_loss: 0.0311365 | Time: 1165.51 ms
[2022-04-01 09:30:40 main:574] : INFO : Epoch 1911 | loss: 0.0310731 | val_loss: 0.0311454 | Time: 1196.82 ms
[2022-04-01 09:30:41 main:574] : INFO : Epoch 1912 | loss: 0.0310717 | val_loss: 0.0311374 | Time: 1173.93 ms
[2022-04-01 09:30:42 main:574] : INFO : Epoch 1913 | loss: 0.0310689 | val_loss: 0.0311438 | Time: 1183.04 ms
[2022-04-01 09:30:44 main:574] : INFO : Epoch 1914 | loss: 0.0310666 | val_loss: 0.0311431 | Time: 1208.62 ms
[2022-04-01 09:30:45 main:574] : INFO : Epoch 1915 | loss: 0.0310668 | val_loss: 0.0311336 | Time: 1162.91 ms
[2022-04-01 09:30:46 main:574] : INFO : Epoch 1916 | loss: 0.0310678 | val_loss: 0.0311364 | Time: 1176.82 ms
[2022-04-01 09:30:47 main:574] : INFO : Epoch 1917 | loss: 0.0310671 | val_loss: 0.0311373 | Time: 1178.61 ms
[2022-04-01 09:30:48 main:574] : INFO : Epoch 1918 | loss: 0.0310712 | val_loss: 0.0311377 | Time: 1167.08 ms
[2022-04-01 09:30:50 main:574] : INFO : Epoch 1919 | loss: 0.0310721 | val_loss: 0.0311355 | Time: 1182.76 ms
[2022-04-01 09:30:51 main:574] : INFO : Epoch 1920 | loss: 0.0310682 | val_loss: 0.0311409 | Time: 1179.98 ms
[2022-04-01 09:30:52 main:574] : INFO : Epoch 1921 | loss: 0.0310711 | val_loss: 0.0311334 | Time: 1196.48 ms
[2022-04-01 09:30:53 main:574] : INFO : Epoch 1922 | loss: 0.0310948 | val_loss: 0.0311344 | Time: 1162.53 ms
[2022-04-01 09:30:54 main:574] : INFO : Epoch 1923 | loss: 0.0310792 | val_loss: 0.0311324 | Time: 1189.41 ms
[2022-04-01 09:30:56 main:574] : INFO : Epoch 1924 | loss: 0.0310739 | val_loss: 0.031137 | Time: 1195.78 ms
[2022-04-01 09:30:57 main:574] : INFO : Epoch 1925 | loss: 0.0310715 | val_loss: 0.0311379 | Time: 1198.94 ms
[2022-04-01 09:30:58 main:574] : INFO : Epoch 1926 | loss: 0.0310716 | val_loss: 0.0311447 | Time: 1251.51 ms
[2022-04-01 09:30:59 main:574] : INFO : Epoch 1927 | loss: 0.0310708 | val_loss: 0.03114 | Time: 1259.61 ms
[2022-04-01 09:31:00 main:574] : INFO : Epoch 1928 | loss: 0.0310731 | val_loss: 0.0311336 | Time: 1196.23 ms
[2022-04-01 09:31:02 main:574] : INFO : Epoch 1929 | loss: 0.0310763 | val_loss: 0.0311395 | Time: 1191.65 ms
[2022-04-01 09:31:03 main:574] : INFO : Epoch 1930 | loss: 0.0310791 | val_loss: 0.0311348 | Time: 1169.14 ms
[2022-04-01 09:31:04 main:574] : INFO : Epoch 1931 | loss: 0.0310796 | val_loss: 0.0311341 | Time: 1162.22 ms
[2022-04-01 09:31:05 main:574] : INFO : Epoch 1932 | loss: 0.0310726 | val_loss: 0.0311358 | Time: 1191.27 ms
[2022-04-01 09:31:06 main:574] : INFO : Epoch 1933 | loss: 0.0310702 | val_loss: 0.0311351 | Time: 1166.45 ms
[2022-04-01 09:31:08 main:574] : INFO : Epoch 1934 | loss: 0.031067 | val_loss: 0.0311333 | Time: 1179.45 ms
[2022-04-01 09:31:09 main:574] : INFO : Epoch 1935 | loss: 0.0310688 | val_loss: 0.0311329 | Time: 1178.4 ms
[2022-04-01 09:31:10 main:574] : INFO : Epoch 1936 | loss: 0.0310682 | val_loss: 0.0311351 | Time: 1206.26 ms
[2022-04-01 09:31:11 main:574] : INFO : Epoch 1937 | loss: 0.0310635 | val_loss: 0.0311378 | Time: 1181.75 ms
[2022-04-01 09:31:12 main:574] : INFO : Epoch 1938 | loss: 0.0310624 | val_loss: 0.0311319 | Time: 1185.25 ms
[2022-04-01 09:31:14 main:574] : INFO : Epoch 1939 | loss: 0.0310616 | val_loss: 0.0311342 | Time: 1297.22 ms
[2022-04-01 09:31:15 main:574] : INFO : Epoch 1940 | loss: 0.0310643 | val_loss: 0.0311359 | Time: 1289.12 ms
[2022-04-01 09:31:16 main:574] : INFO : Epoch 1941 | loss: 0.0310676 | val_loss: 0.0311347 | Time: 1187.2 ms
[2022-04-01 09:31:17 main:574] : INFO : Epoch 1942 | loss: 0.0310719 | val_loss: 0.0311312 | Time: 1210.26 ms
[2022-04-01 09:31:19 main:574] : INFO : Epoch 1943 | loss: 0.0310683 | val_loss: 0.0311311 | Time: 1200.71 ms
[2022-04-01 09:31:20 main:574] : INFO : Epoch 1944 | loss: 0.0310638 | val_loss: 0.0311337 | Time: 1198.73 ms
[2022-04-01 09:31:21 main:574] : INFO : Epoch 1945 | loss: 0.0310622 | val_loss: 0.0311457 | Time: 1175.26 ms
[2022-04-01 09:31:22 main:574] : INFO : Epoch 1946 | loss: 0.0310782 | val_loss: 0.0311369 | Time: 1165.98 ms
[2022-04-01 09:31:23 main:574] : INFO : Epoch 1947 | loss: 0.0310869 | val_loss: 0.0311338 | Time: 1179.21 ms
[2022-04-01 09:31:24 main:574] : INFO : Epoch 1948 | loss: 0.0310848 | val_loss: 0.031131 | Time: 1181.8 ms
[2022-04-01 09:31:26 main:574] : INFO : Epoch 1949 | loss: 0.0310816 | val_loss: 0.0311363 | Time: 1196.8 ms
[2022-04-01 09:31:27 main:574] : INFO : Epoch 1950 | loss: 0.0310762 | val_loss: 0.0311407 | Time: 1177.72 ms
[2022-04-01 09:31:28 main:574] : INFO : Epoch 1951 | loss: 0.0310751 | val_loss: 0.0311292 | Time: 1226.4 ms
[2022-04-01 09:31:29 main:574] : INFO : Epoch 1952 | loss: 0.0310732 | val_loss: 0.031133 | Time: 1186.37 ms
[2022-04-01 09:31:30 main:574] : INFO : Epoch 1953 | loss: 0.0310752 | val_loss: 0.0311343 | Time: 1181.71 ms
[2022-04-01 09:31:32 main:574] : INFO : Epoch 1954 | loss: 0.0310692 | val_loss: 0.0311376 | Time: 1177.04 ms
[2022-04-01 09:31:33 main:574] : INFO : Epoch 1955 | loss: 0.0310699 | val_loss: 0.0311337 | Time: 1180.87 ms
[2022-04-01 09:31:34 main:574] : INFO : Epoch 1956 | loss: 0.0310646 | val_loss: 0.0311288 | Time: 1157.49 ms
[2022-04-01 09:31:35 main:574] : INFO : Epoch 1957 | loss: 0.0310619 | val_loss: 0.0311285 | Time: 1186.8 ms
[2022-04-01 09:31:36 main:574] : INFO : Epoch 1958 | loss: 0.0310607 | val_loss: 0.0311437 | Time: 1210.34 ms
[2022-04-01 09:31:38 main:574] : INFO : Epoch 1959 | loss: 0.0310658 | val_loss: 0.0311366 | Time: 1203.07 ms
[2022-04-01 09:31:39 main:574] : INFO : Epoch 1960 | loss: 0.0310719 | val_loss: 0.0311398 | Time: 1185.59 ms
[2022-04-01 09:31:40 main:574] : INFO : Epoch 1961 | loss: 0.031065 | val_loss: 0.031141 | Time: 1158.2 ms
[2022-04-01 09:31:41 main:574] : INFO : Epoch 1962 | loss: 0.0310637 | val_loss: 0.0311391 | Time: 1168.38 ms
[2022-04-01 09:31:42 main:574] : INFO : Epoch 1963 | loss: 0.0310658 | val_loss: 0.0311464 | Time: 1177.84 ms
[2022-04-01 09:31:43 main:574] : INFO : Epoch 1964 | loss: 0.0310711 | val_loss: 0.0311411 | Time: 1230.98 ms
[2022-04-01 09:31:45 main:574] : INFO : Epoch 1965 | loss: 0.0310663 | val_loss: 0.0311471 | Time: 1179.03 ms
[2022-04-01 09:31:46 main:574] : INFO : Epoch 1966 | loss: 0.0310699 | val_loss: 0.0311384 | Time: 1194.23 ms
[2022-04-01 09:31:47 main:574] : INFO : Epoch 1967 | loss: 0.0310657 | val_loss: 0.0311362 | Time: 1188.27 ms
[2022-04-01 09:31:48 main:574] : INFO : Epoch 1968 | loss: 0.0310669 | val_loss: 0.0311438 | Time: 1156.04 ms
[2022-04-01 09:31:49 main:574] : INFO : Epoch 1969 | loss: 0.0310676 | val_loss: 0.0311507 | Time: 1164.09 ms
[2022-04-01 09:31:51 main:574] : INFO : Epoch 1970 | loss: 0.0310625 | val_loss: 0.0311377 | Time: 1194.32 ms
[2022-04-01 09:31:52 main:574] : INFO : Epoch 1971 | loss: 0.0310602 | val_loss: 0.031142 | Time: 1163.2 ms
[2022-04-01 09:31:53 main:574] : INFO : Epoch 1972 | loss: 0.0310592 | val_loss: 0.03114 | Time: 1192.88 ms
[2022-04-01 09:31:54 main:574] : INFO : Epoch 1973 | loss: 0.0310579 | val_loss: 0.0311424 | Time: 1168.42 ms
[2022-04-01 09:31:55 main:574] : INFO : Epoch 1974 | loss: 0.0310606 | val_loss: 0.0311391 | Time: 1201.11 ms
[2022-04-01 09:31:57 main:574] : INFO : Epoch 1975 | loss: 0.0310577 | val_loss: 0.0311371 | Time: 1175.15 ms
[2022-04-01 09:31:58 main:574] : INFO : Epoch 1976 | loss: 0.0310578 | val_loss: 0.0311384 | Time: 1175.09 ms
[2022-04-01 09:31:59 main:574] : INFO : Epoch 1977 | loss: 0.0310575 | val_loss: 0.0311407 | Time: 1214.15 ms
[2022-04-01 09:32:00 main:574] : INFO : Epoch 1978 | loss: 0.0310615 | val_loss: 0.0311309 | Time: 1268.92 ms
[2022-04-01 09:32:01 main:574] : INFO : Epoch 1979 | loss: 0.0310582 | val_loss: 0.031139 | Time: 1264.45 ms
[2022-04-01 09:32:03 main:574] : INFO : Epoch 1980 | loss: 0.0310596 | val_loss: 0.0311389 | Time: 1190.47 ms
[2022-04-01 09:32:04 main:574] : INFO : Epoch 1981 | loss: 0.0310639 | val_loss: 0.0311367 | Time: 1190.51 ms
[2022-04-01 09:32:05 main:574] : INFO : Epoch 1982 | loss: 0.031064 | val_loss: 0.0311364 | Time: 1174.16 ms
[2022-04-01 09:32:06 main:574] : INFO : Epoch 1983 | loss: 0.0310576 | val_loss: 0.0311455 | Time: 1168.56 ms
[2022-04-01 09:32:07 main:574] : INFO : Epoch 1984 | loss: 0.0310561 | val_loss: 0.0311434 | Time: 1169.28 ms
[2022-04-01 09:32:09 main:574] : INFO : Epoch 1985 | loss: 0.0310586 | val_loss: 0.0311428 | Time: 1161.53 ms
[2022-04-01 09:32:10 main:574] : INFO : Epoch 1986 | loss: 0.0310596 | val_loss: 0.0311365 | Time: 1163.2 ms
[2022-04-01 09:32:11 main:574] : INFO : Epoch 1987 | loss: 0.0310601 | val_loss: 0.0311401 | Time: 1180.13 ms
[2022-04-01 09:32:12 main:574] : INFO : Epoch 1988 | loss: 0.0310585 | val_loss: 0.0311358 | Time: 1164.78 ms
[2022-04-01 09:32:13 main:574] : INFO : Epoch 1989 | loss: 0.0310851 | val_loss: 0.0311391 | Time: 1226.94 ms
[2022-04-01 09:32:14 main:574] : INFO : Epoch 1990 | loss: 0.0310807 | val_loss: 0.0311361 | Time: 1195.09 ms
[2022-04-01 09:32:16 main:574] : INFO : Epoch 1991 | loss: 0.0310788 | val_loss: 0.0311373 | Time: 1280.05 ms
[2022-04-01 09:32:17 main:574] : INFO : Epoch 1992 | loss: 0.031074 | val_loss: 0.0311416 | Time: 1226.53 ms
[2022-04-01 09:32:18 main:574] : INFO : Epoch 1993 | loss: 0.0310737 | val_loss: 0.0311482 | Time: 1162.59 ms
[2022-04-01 09:32:19 main:574] : INFO : Epoch 1994 | loss: 0.0310739 | val_loss: 0.0311461 | Time: 1160.57 ms
[2022-04-01 09:32:20 main:574] : INFO : Epoch 1995 | loss: 0.0310675 | val_loss: 0.0311405 | Time: 1164.78 ms
[2022-04-01 09:32:22 main:574] : INFO : Epoch 1996 | loss: 0.0310667 | val_loss: 0.0311413 | Time: 1191.11 ms
[2022-04-01 09:32:23 main:574] : INFO : Epoch 1997 | loss: 0.0310673 | val_loss: 0.0311505 | Time: 1198.09 ms
[2022-04-01 09:32:24 main:574] : INFO : Epoch 1998 | loss: 0.0310634 | val_loss: 0.031142 | Time: 1177.34 ms
[2022-04-01 09:32:25 main:574] : INFO : Epoch 1999 | loss: 0.0310648 | val_loss: 0.0311455 | Time: 1175.73 ms
[2022-04-01 09:32:26 main:574] : INFO : Epoch 2000 | loss: 0.031071 | val_loss: 0.0311471 | Time: 1165.68 ms
[2022-04-01 09:32:28 main:574] : INFO : Epoch 2001 | loss: 0.0310827 | val_loss: 0.031135 | Time: 1149.18 ms
[2022-04-01 09:32:29 main:574] : INFO : Epoch 2002 | loss: 0.0310844 | val_loss: 0.0311394 | Time: 1206.61 ms
[2022-04-01 09:32:30 main:574] : INFO : Epoch 2003 | loss: 0.031087 | val_loss: 0.0311364 | Time: 1175.58 ms
[2022-04-01 09:32:31 main:574] : INFO : Epoch 2004 | loss: 0.0310777 | val_loss: 0.0311334 | Time: 1196.83 ms
[2022-04-01 09:32:32 main:574] : INFO : Epoch 2005 | loss: 0.031073 | val_loss: 0.0311366 | Time: 1172.6 ms
[2022-04-01 09:32:34 main:574] : INFO : Epoch 2006 | loss: 0.0310776 | val_loss: 0.0311377 | Time: 1158.21 ms
[2022-04-01 09:32:35 main:574] : INFO : Epoch 2007 | loss: 0.0310776 | val_loss: 0.0311406 | Time: 1159.29 ms
[2022-04-01 09:32:36 main:574] : INFO : Epoch 2008 | loss: 0.0310703 | val_loss: 0.0311442 | Time: 1178.93 ms
[2022-04-01 09:32:37 main:574] : INFO : Epoch 2009 | loss: 0.0310689 | val_loss: 0.0311384 | Time: 1157.66 ms
[2022-04-01 09:32:38 main:574] : INFO : Epoch 2010 | loss: 0.0310666 | val_loss: 0.0311409 | Time: 1197 ms
[2022-04-01 09:32:39 main:574] : INFO : Epoch 2011 | loss: 0.031081 | val_loss: 0.031136 | Time: 1197.96 ms
[2022-04-01 09:32:41 main:574] : INFO : Epoch 2012 | loss: 0.0310843 | val_loss: 0.031129 | Time: 1190.61 ms
[2022-04-01 09:32:42 main:574] : INFO : Epoch 2013 | loss: 0.0310819 | val_loss: 0.0311343 | Time: 1159.7 ms
[2022-04-01 09:32:43 main:574] : INFO : Epoch 2014 | loss: 0.0310735 | val_loss: 0.0311346 | Time: 1158.89 ms
[2022-04-01 09:32:44 main:574] : INFO : Epoch 2015 | loss: 0.0310708 | val_loss: 0.0311349 | Time: 1208.33 ms
[2022-04-01 09:32:45 main:574] : INFO : Epoch 2016 | loss: 0.0310661 | val_loss: 0.0311316 | Time: 1169.64 ms
[2022-04-01 09:32:47 main:574] : INFO : Epoch 2017 | loss: 0.0310646 | val_loss: 0.0311333 | Time: 1161.75 ms
[2022-04-01 09:32:48 main:574] : INFO : Epoch 2018 | loss: 0.0310656 | val_loss: 0.0311355 | Time: 1211.75 ms
[2022-04-01 09:32:49 main:574] : INFO : Epoch 2019 | loss: 0.0310663 | val_loss: 0.0311342 | Time: 1197.03 ms
[2022-04-01 09:32:50 main:574] : INFO : Epoch 2020 | loss: 0.0310673 | val_loss: 0.0311367 | Time: 1187 ms
[2022-04-01 09:32:51 main:574] : INFO : Epoch 2021 | loss: 0.0310671 | val_loss: 0.0311346 | Time: 1171.22 ms
[2022-04-01 09:32:52 main:574] : INFO : Epoch 2022 | loss: 0.0310706 | val_loss: 0.0311304 | Time: 1162.73 ms
[2022-04-01 09:32:54 main:574] : INFO : Epoch 2023 | loss: 0.031074 | val_loss: 0.0311354 | Time: 1156.77 ms
[2022-04-01 09:32:55 main:574] : INFO : Epoch 2024 | loss: 0.0310722 | val_loss: 0.0311343 | Time: 1167.11 ms
[2022-04-01 09:32:56 main:574] : INFO : Epoch 2025 | loss: 0.0310839 | val_loss: 0.03116 | Time: 1164.2 ms
[2022-04-01 09:32:57 main:574] : INFO : Epoch 2026 | loss: 0.0310835 | val_loss: 0.0311289 | Time: 1179.3 ms
[2022-04-01 09:32:58 main:574] : INFO : Epoch 2027 | loss: 0.0310716 | val_loss: 0.0311372 | Time: 1212.83 ms
[2022-04-01 09:33:00 main:574] : INFO : Epoch 2028 | loss: 0.0310701 | val_loss: 0.0311407 | Time: 1192.91 ms
[2022-04-01 09:33:01 main:574] : INFO : Epoch 2029 | loss: 0.0310688 | val_loss: 0.0311305 | Time: 1220.37 ms
[2022-04-01 09:33:02 main:574] : INFO : Epoch 2030 | loss: 0.0310658 | val_loss: 0.0311395 | Time: 1247.57 ms
[2022-04-01 09:33:03 main:574] : INFO : Epoch 2031 | loss: 0.0310672 | val_loss: 0.0311427 | Time: 1214.99 ms
[2022-04-01 09:33:04 main:574] : INFO : Epoch 2032 | loss: 0.0310742 | val_loss: 0.0311416 | Time: 1161.7 ms
[2022-04-01 09:33:06 main:574] : INFO : Epoch 2033 | loss: 0.0310865 | val_loss: 0.0311397 | Time: 1179.78 ms
[2022-04-01 09:33:07 main:574] : INFO : Epoch 2034 | loss: 0.0310815 | val_loss: 0.031135 | Time: 1189.28 ms
[2022-04-01 09:33:08 main:574] : INFO : Epoch 2035 | loss: 0.0310783 | val_loss: 0.0311445 | Time: 1159.22 ms
[2022-04-01 09:33:09 main:574] : INFO : Epoch 2036 | loss: 0.0310686 | val_loss: 0.0311435 | Time: 1189.5 ms
[2022-04-01 09:33:10 main:574] : INFO : Epoch 2037 | loss: 0.0310679 | val_loss: 0.0311348 | Time: 1166.95 ms
[2022-04-01 09:33:11 main:574] : INFO : Epoch 2038 | loss: 0.0310649 | val_loss: 0.0311429 | Time: 1159.91 ms
[2022-04-01 09:33:13 main:574] : INFO : Epoch 2039 | loss: 0.0310621 | val_loss: 0.0311445 | Time: 1161.03 ms
[2022-04-01 09:33:14 main:574] : INFO : Epoch 2040 | loss: 0.0310615 | val_loss: 0.031141 | Time: 1166.37 ms
[2022-04-01 09:33:15 main:574] : INFO : Epoch 2041 | loss: 0.0310603 | val_loss: 0.0311446 | Time: 1182.69 ms
[2022-04-01 09:33:16 main:574] : INFO : Epoch 2042 | loss: 0.0310604 | val_loss: 0.0311497 | Time: 1246.47 ms
[2022-04-01 09:33:18 main:574] : INFO : Epoch 2043 | loss: 0.0310634 | val_loss: 0.0311392 | Time: 1315.35 ms
[2022-04-01 09:33:19 main:574] : INFO : Epoch 2044 | loss: 0.0310628 | val_loss: 0.0311443 | Time: 1181.03 ms
[2022-04-01 09:33:20 main:574] : INFO : Epoch 2045 | loss: 0.0310654 | val_loss: 0.0311449 | Time: 1161.76 ms
[2022-04-01 09:33:21 main:574] : INFO : Epoch 2046 | loss: 0.0310839 | val_loss: 0.0311368 | Time: 1184.67 ms
[2022-04-01 09:33:22 main:574] : INFO : Epoch 2047 | loss: 0.0310819 | val_loss: 0.0311404 | Time: 1159.24 ms
[2022-04-01 09:33:23 main:574] : INFO : Epoch 2048 | loss: 0.0310786 | val_loss: 0.0311355 | Time: 1170.29 ms
[2022-04-01 09:33:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311355
[2022-04-01 09:33:23 main:603] : INFO : Saving end state to config to file
[2022-04-01 09:33:23 main:608] : INFO : Success, exiting..
09:33:23 (206268): 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)