Task 14157797
| Name | ParityModified-1647042546-6141-3-0_0 |
| Workunit | 11221662 |
| Created | 31 Mar 2022, 20:21:43 UTC |
| Sent | 11 Apr 2022, 3:38:52 UTC |
| Report deadline | 19 Apr 2022, 3:38:52 UTC |
| Received | 11 Apr 2022, 5:29:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 40 min 4 sec |
| CPU time | 39 min 51 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: 0.0311374 | val_loss: 0.0311553 | Time: 1163.83 ms [2022-04-11 05:19:39 main:574] : INFO : Epoch 1543 | loss: 0.0311362 | val_loss: 0.0311611 | Time: 1126.12 ms [2022-04-11 05:19:40 main:574] : INFO : Epoch 1544 | loss: 0.0311427 | val_loss: 0.0311576 | Time: 1189.7 ms [2022-04-11 05:19:41 main:574] : INFO : Epoch 1545 | loss: 0.0311436 | val_loss: 0.0311555 | Time: 1201.69 ms [2022-04-11 05:19:42 main:574] : INFO : Epoch 1546 | loss: 0.0311433 | val_loss: 0.0311551 | Time: 1187.4 ms [2022-04-11 05:19:43 main:574] : INFO : Epoch 1547 | loss: 0.0311427 | val_loss: 0.0311572 | Time: 1192.57 ms [2022-04-11 05:19:45 main:574] : INFO : Epoch 1548 | loss: 0.0311429 | val_loss: 0.0311543 | Time: 1173.89 ms [2022-04-11 05:19:46 main:574] : INFO : Epoch 1549 | loss: 0.0311412 | val_loss: 0.0311543 | Time: 1153.81 ms [2022-04-11 05:19:47 main:574] : INFO : Epoch 1550 | loss: 0.0311405 | val_loss: 0.0311527 | Time: 1163.63 ms [2022-04-11 05:19:48 main:574] : INFO : Epoch 1551 | loss: 0.0311393 | val_loss: 0.0311585 | Time: 1210.7 ms [2022-04-11 05:19:49 main:574] : INFO : Epoch 1552 | loss: 0.0311383 | val_loss: 0.0311534 | Time: 1151.12 ms [2022-04-11 05:19:51 main:574] : INFO : Epoch 1553 | loss: 0.0311373 | val_loss: 0.0311573 | Time: 1223.61 ms [2022-04-11 05:19:52 main:574] : INFO : Epoch 1554 | loss: 0.031145 | val_loss: 0.0311616 | Time: 1167.35 ms [2022-04-11 05:19:53 main:574] : INFO : Epoch 1555 | loss: 0.0311525 | val_loss: 0.0311611 | Time: 1172.1 ms [2022-04-11 05:19:54 main:574] : INFO : Epoch 1556 | loss: 0.0311462 | val_loss: 0.0311571 | Time: 1160.37 ms [2022-04-11 05:19:55 main:574] : INFO : Epoch 1557 | loss: 0.0311421 | val_loss: 0.0311557 | Time: 1126.67 ms [2022-04-11 05:19:56 main:574] : INFO : Epoch 1558 | loss: 0.0311395 | val_loss: 0.0311564 | Time: 1162.34 ms [2022-04-11 05:19:58 main:574] : INFO : Epoch 1559 | loss: 0.0311407 | val_loss: 0.031155 | Time: 1188.77 ms [2022-04-11 05:19:59 main:574] : INFO : Epoch 1560 | loss: 0.031144 | val_loss: 0.031157 | Time: 1161.27 ms [2022-04-11 05:20:00 main:574] : INFO : Epoch 1561 | loss: 0.0311447 | val_loss: 0.0311554 | Time: 1177.36 ms [2022-04-11 05:20:01 main:574] : INFO : Epoch 1562 | loss: 0.0311415 | val_loss: 0.0311516 | Time: 1206.1 ms [2022-04-11 05:20:02 main:574] : INFO : Epoch 1563 | loss: 0.031141 | val_loss: 0.0311516 | Time: 1137.56 ms [2022-04-11 05:20:03 main:574] : INFO : Epoch 1564 | loss: 0.0311409 | val_loss: 0.0311553 | Time: 1207.99 ms [2022-04-11 05:20:05 main:574] : INFO : Epoch 1565 | loss: 0.0311445 | val_loss: 0.0311552 | Time: 1180.93 ms [2022-04-11 05:20:06 main:574] : INFO : Epoch 1566 | loss: 0.0311467 | val_loss: 0.031153 | Time: 1142.15 ms [2022-04-11 05:20:07 main:574] : INFO : Epoch 1567 | loss: 0.0311432 | val_loss: 0.0311539 | Time: 1151.69 ms [2022-04-11 05:20:08 main:574] : INFO : Epoch 1568 | loss: 0.0311404 | val_loss: 0.0311565 | Time: 1136.42 ms [2022-04-11 05:20:09 main:574] : INFO : Epoch 1569 | loss: 0.0311392 | val_loss: 0.0311506 | Time: 1109.21 ms [2022-04-11 05:20:10 main:574] : INFO : Epoch 1570 | loss: 0.0311383 | val_loss: 0.031155 | Time: 1193.95 ms [2022-04-11 05:20:12 main:574] : INFO : Epoch 1571 | loss: 0.0311394 | val_loss: 0.0311535 | Time: 1182.09 ms [2022-04-11 05:20:13 main:574] : INFO : Epoch 1572 | loss: 0.0311375 | val_loss: 0.0311531 | Time: 1186.73 ms [2022-04-11 05:20:14 main:574] : INFO : Epoch 1573 | loss: 0.0311358 | val_loss: 0.031153 | Time: 1196.1 ms [2022-04-11 05:20:15 main:574] : INFO : Epoch 1574 | loss: 0.0311351 | val_loss: 0.031153 | Time: 1145.45 ms [2022-04-11 05:20:16 main:574] : INFO : Epoch 1575 | loss: 0.0311372 | val_loss: 0.0311598 | Time: 1165.29 ms [2022-04-11 05:20:17 main:574] : INFO : Epoch 1576 | loss: 0.0311377 | val_loss: 0.0311582 | Time: 1173.96 ms [2022-04-11 05:20:19 main:574] : INFO : Epoch 1577 | loss: 0.0311367 | val_loss: 0.0311549 | Time: 1192.94 ms [2022-04-11 05:20:20 main:574] : INFO : Epoch 1578 | loss: 0.031136 | val_loss: 0.0311563 | Time: 1171.63 ms [2022-04-11 05:20:21 main:574] : INFO : Epoch 1579 | loss: 0.0311355 | val_loss: 0.0311556 | Time: 1189.24 ms [2022-04-11 05:20:22 main:574] : INFO : Epoch 1580 | loss: 0.0311359 | val_loss: 0.0311563 | Time: 1152.67 ms [2022-04-11 05:20:23 main:574] : INFO : Epoch 1581 | loss: 0.0311336 | val_loss: 0.0311543 | Time: 1164.49 ms [2022-04-11 05:20:25 main:574] : INFO : Epoch 1582 | loss: 0.0311353 | val_loss: 0.0311539 | Time: 1173.1 ms [2022-04-11 05:20:26 main:574] : INFO : Epoch 1583 | loss: 0.0311331 | val_loss: 0.0311561 | Time: 1138.26 ms [2022-04-11 05:20:27 main:574] : INFO : Epoch 1584 | loss: 0.0311324 | val_loss: 0.0311568 | Time: 1146.56 ms [2022-04-11 05:20:28 main:574] : INFO : Epoch 1585 | loss: 0.0311351 | val_loss: 0.031158 | Time: 1121.52 ms [2022-04-11 05:20:29 main:574] : INFO : Epoch 1586 | loss: 0.0311337 | val_loss: 0.0311561 | Time: 1138.37 ms [2022-04-11 05:20:30 main:574] : INFO : Epoch 1587 | loss: 0.0311342 | val_loss: 0.0311561 | Time: 1160.36 ms [2022-04-11 05:20:31 main:574] : INFO : Epoch 1588 | loss: 0.0311352 | val_loss: 0.0311553 | Time: 1210.73 ms [2022-04-11 05:20:33 main:574] : INFO : Epoch 1589 | loss: 0.0311341 | val_loss: 0.0311534 | Time: 1141.2 ms [2022-04-11 05:20:34 main:574] : INFO : Epoch 1590 | loss: 0.0311339 | val_loss: 0.0311549 | Time: 1136 ms [2022-04-11 05:20:35 main:574] : INFO : Epoch 1591 | loss: 0.0311343 | val_loss: 0.0311557 | Time: 1194.1 ms [2022-04-11 05:20:36 main:574] : INFO : Epoch 1592 | loss: 0.0311334 | val_loss: 0.0311578 | Time: 1108.54 ms [2022-04-11 05:20:37 main:574] : INFO : Epoch 1593 | loss: 0.0311337 | val_loss: 0.0311588 | Time: 1192.48 ms [2022-04-11 05:20:38 main:574] : INFO : Epoch 1594 | loss: 0.0311374 | val_loss: 0.0311615 | Time: 1181.76 ms [2022-04-11 05:20:40 main:574] : INFO : Epoch 1595 | loss: 0.0311453 | val_loss: 0.0311522 | Time: 1221.58 ms [2022-04-11 05:20:41 main:574] : INFO : Epoch 1596 | loss: 0.0311425 | val_loss: 0.0311509 | Time: 1162.53 ms [2022-04-11 05:20:42 main:574] : INFO : Epoch 1597 | loss: 0.031138 | val_loss: 0.0311524 | Time: 1167.42 ms [2022-04-11 05:20:43 main:574] : INFO : Epoch 1598 | loss: 0.0311394 | val_loss: 0.031154 | Time: 1139.97 ms [2022-04-11 05:20:44 main:574] : INFO : Epoch 1599 | loss: 0.031139 | val_loss: 0.0311528 | Time: 1213.56 ms [2022-04-11 05:20:46 main:574] : INFO : Epoch 1600 | loss: 0.0311411 | val_loss: 0.0311514 | Time: 1179.43 ms [2022-04-11 05:20:47 main:574] : INFO : Epoch 1601 | loss: 0.0311418 | val_loss: 0.0311522 | Time: 1154.46 ms [2022-04-11 05:20:48 main:574] : INFO : Epoch 1602 | loss: 0.0311426 | val_loss: 0.0311511 | Time: 1177.88 ms [2022-04-11 05:20:49 main:574] : INFO : Epoch 1603 | loss: 0.0311409 | val_loss: 0.0311496 | Time: 1230.04 ms [2022-04-11 05:20:50 main:574] : INFO : Epoch 1604 | loss: 0.0311438 | val_loss: 0.03115 | Time: 1170.69 ms [2022-04-11 05:20:52 main:574] : INFO : Epoch 1605 | loss: 0.0311446 | val_loss: 0.0311517 | Time: 1248.81 ms [2022-04-11 05:20:53 main:574] : INFO : Epoch 1606 | loss: 0.0311437 | val_loss: 0.0311528 | Time: 1158.87 ms [2022-04-11 05:20:54 main:574] : INFO : Epoch 1607 | loss: 0.0311484 | val_loss: 0.0311549 | Time: 1132.67 ms [2022-04-11 05:20:55 main:574] : INFO : Epoch 1608 | loss: 0.0311466 | val_loss: 0.0311531 | Time: 1155.19 ms [2022-04-11 05:20:56 main:574] : INFO : Epoch 1609 | loss: 0.0311463 | val_loss: 0.0311535 | Time: 1162.69 ms [2022-04-11 05:20:57 main:574] : INFO : Epoch 1610 | loss: 0.0311457 | val_loss: 0.0311522 | Time: 1245.67 ms [2022-04-11 05:20:59 main:574] : INFO : Epoch 1611 | loss: 0.0311458 | val_loss: 0.0311519 | Time: 1162.38 ms [2022-04-11 05:21:00 main:574] : INFO : Epoch 1612 | loss: 0.0311424 | val_loss: 0.0311505 | Time: 1187.64 ms [2022-04-11 05:21:01 main:574] : INFO : Epoch 1613 | loss: 0.0311409 | val_loss: 0.0311489 | Time: 1194.12 ms [2022-04-11 05:21:02 main:574] : INFO : Epoch 1614 | loss: 0.0311412 | val_loss: 0.0311498 | Time: 1133.3 ms [2022-04-11 05:21:03 main:574] : INFO : Epoch 1615 | loss: 0.0311399 | val_loss: 0.0311497 | Time: 1137.62 ms [2022-04-11 05:21:04 main:574] : INFO : Epoch 1616 | loss: 0.0311398 | val_loss: 0.0311514 | Time: 1167.43 ms [2022-04-11 05:21:06 main:574] : INFO : Epoch 1617 | loss: 0.0311393 | val_loss: 0.0311493 | Time: 1149.75 ms [2022-04-11 05:21:07 main:574] : INFO : Epoch 1618 | loss: 0.031139 | val_loss: 0.0311488 | Time: 1173.12 ms [2022-04-11 05:21:08 main:574] : INFO : Epoch 1619 | loss: 0.0311394 | val_loss: 0.0311538 | Time: 1159.49 ms [2022-04-11 05:21:09 main:574] : INFO : Epoch 1620 | loss: 0.0311447 | val_loss: 0.0311521 | Time: 1173.69 ms [2022-04-11 05:21:10 main:574] : INFO : Epoch 1621 | loss: 0.0311428 | val_loss: 0.0311524 | Time: 1150.76 ms [2022-04-11 05:21:11 main:574] : INFO : Epoch 1622 | loss: 0.0311406 | val_loss: 0.0311502 | Time: 1154.85 ms [2022-04-11 05:21:13 main:574] : INFO : Epoch 1623 | loss: 0.0311395 | val_loss: 0.03115 | Time: 1148.89 ms [2022-04-11 05:21:14 main:574] : INFO : Epoch 1624 | loss: 0.0311431 | val_loss: 0.0311538 | Time: 1166.94 ms [2022-04-11 05:21:15 main:574] : INFO : Epoch 1625 | loss: 0.031141 | val_loss: 0.0311547 | Time: 1172.34 ms [2022-04-11 05:21:16 main:574] : INFO : Epoch 1626 | loss: 0.0311406 | val_loss: 0.0311513 | Time: 1191.82 ms [2022-04-11 05:21:17 main:574] : INFO : Epoch 1627 | loss: 0.0311418 | val_loss: 0.0311539 | Time: 1153.85 ms [2022-04-11 05:21:18 main:574] : INFO : Epoch 1628 | loss: 0.0311393 | val_loss: 0.0311528 | Time: 1163.36 ms [2022-04-11 05:21:20 main:574] : INFO : Epoch 1629 | loss: 0.0311383 | val_loss: 0.0311512 | Time: 1152.84 ms [2022-04-11 05:21:21 main:574] : INFO : Epoch 1630 | loss: 0.0311407 | val_loss: 0.0311525 | Time: 1155.31 ms [2022-04-11 05:21:22 main:574] : INFO : Epoch 1631 | loss: 0.0311402 | val_loss: 0.0311533 | Time: 1138.06 ms [2022-04-11 05:21:23 main:574] : INFO : Epoch 1632 | loss: 0.0311409 | val_loss: 0.0311518 | Time: 1187.7 ms [2022-04-11 05:21:24 main:574] : INFO : Epoch 1633 | loss: 0.031138 | val_loss: 0.0311509 | Time: 1193.79 ms [2022-04-11 05:21:25 main:574] : INFO : Epoch 1634 | loss: 0.0311356 | val_loss: 0.0311494 | Time: 1206.56 ms [2022-04-11 05:21:27 main:574] : INFO : Epoch 1635 | loss: 0.0311356 | val_loss: 0.0311494 | Time: 1214.16 ms [2022-04-11 05:21:28 main:574] : INFO : Epoch 1636 | loss: 0.0311354 | val_loss: 0.0311507 | Time: 1175.69 ms [2022-04-11 05:21:29 main:574] : INFO : Epoch 1637 | loss: 0.0311337 | val_loss: 0.0311507 | Time: 1189.42 ms [2022-04-11 05:21:30 main:574] : INFO : Epoch 1638 | loss: 0.0311332 | val_loss: 0.0311487 | Time: 1131.05 ms [2022-04-11 05:21:31 main:574] : INFO : Epoch 1639 | loss: 0.031132 | val_loss: 0.0311461 | Time: 1190.9 ms [2022-04-11 05:21:33 main:574] : INFO : Epoch 1640 | loss: 0.0311341 | val_loss: 0.031152 | Time: 1181.51 ms [2022-04-11 05:21:34 main:574] : INFO : Epoch 1641 | loss: 0.0311338 | val_loss: 0.0311495 | Time: 1187.17 ms [2022-04-11 05:21:35 main:574] : INFO : Epoch 1642 | loss: 0.0311362 | val_loss: 0.0311484 | Time: 1169.74 ms [2022-04-11 05:21:36 main:574] : INFO : Epoch 1643 | loss: 0.0311364 | val_loss: 0.0311529 | Time: 1185.83 ms [2022-04-11 05:21:37 main:574] : INFO : Epoch 1644 | loss: 0.0311403 | val_loss: 0.0311575 | Time: 1161.06 ms [2022-04-11 05:21:38 main:574] : INFO : Epoch 1645 | loss: 0.0311491 | val_loss: 0.031155 | Time: 1158.02 ms [2022-04-11 05:21:40 main:574] : INFO : Epoch 1646 | loss: 0.0311473 | val_loss: 0.0311556 | Time: 1181.67 ms [2022-04-11 05:21:41 main:574] : INFO : Epoch 1647 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 1131.94 ms [2022-04-11 05:21:42 main:574] : INFO : Epoch 1648 | loss: 0.0311571 | val_loss: 0.0311578 | Time: 1176.64 ms [2022-04-11 05:21:43 main:574] : INFO : Epoch 1649 | loss: 0.0311531 | val_loss: 0.0311589 | Time: 1168.86 ms [2022-04-11 05:21:44 main:574] : INFO : Epoch 1650 | loss: 0.0311501 | val_loss: 0.0311553 | Time: 1179.95 ms [2022-04-11 05:21:46 main:574] : INFO : Epoch 1651 | loss: 0.0311522 | val_loss: 0.0311544 | Time: 1170.19 ms [2022-04-11 05:21:47 main:574] : INFO : Epoch 1652 | loss: 0.0311504 | val_loss: 0.0311545 | Time: 1168.77 ms [2022-04-11 05:21:48 main:574] : INFO : Epoch 1653 | loss: 0.0311476 | val_loss: 0.0311521 | Time: 1154.95 ms [2022-04-11 05:21:49 main:574] : INFO : Epoch 1654 | loss: 0.0311476 | val_loss: 0.031158 | Time: 1167.61 ms [2022-04-11 05:21:50 main:574] : INFO : Epoch 1655 | loss: 0.0311494 | val_loss: 0.0311563 | Time: 1136.92 ms [2022-04-11 05:21:51 main:574] : INFO : Epoch 1656 | loss: 0.0311464 | val_loss: 0.0311534 | Time: 1193.92 ms [2022-04-11 05:21:53 main:574] : INFO : Epoch 1657 | loss: 0.0311445 | val_loss: 0.0311537 | Time: 1237.17 ms [2022-04-11 05:21:54 main:574] : INFO : Epoch 1658 | loss: 0.0311441 | val_loss: 0.031153 | Time: 1165.37 ms [2022-04-11 05:21:55 main:574] : INFO : Epoch 1659 | loss: 0.0311447 | val_loss: 0.0311548 | Time: 1142.56 ms [2022-04-11 05:21:56 main:574] : INFO : Epoch 1660 | loss: 0.0311455 | val_loss: 0.0311512 | Time: 1158.53 ms [2022-04-11 05:21:57 main:574] : INFO : Epoch 1661 | loss: 0.0311441 | val_loss: 0.0311563 | Time: 1184.81 ms [2022-04-11 05:21:58 main:574] : INFO : Epoch 1662 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 1190.51 ms [2022-04-11 05:22:00 main:574] : INFO : Epoch 1663 | loss: 0.0311423 | val_loss: 0.0311531 | Time: 1168.35 ms [2022-04-11 05:22:01 main:574] : INFO : Epoch 1664 | loss: 0.0311434 | val_loss: 0.0311556 | Time: 1179.6 ms [2022-04-11 05:22:02 main:574] : INFO : Epoch 1665 | loss: 0.0311412 | val_loss: 0.0311531 | Time: 1201.94 ms [2022-04-11 05:22:03 main:574] : INFO : Epoch 1666 | loss: 0.0311414 | val_loss: 0.0311547 | Time: 1174.75 ms [2022-04-11 05:22:04 main:574] : INFO : Epoch 1667 | loss: 0.0311445 | val_loss: 0.0311567 | Time: 1176.77 ms [2022-04-11 05:22:06 main:574] : INFO : Epoch 1668 | loss: 0.0311409 | val_loss: 0.031155 | Time: 1137.31 ms [2022-04-11 05:22:07 main:574] : INFO : Epoch 1669 | loss: 0.0311425 | val_loss: 0.031155 | Time: 1128.4 ms [2022-04-11 05:22:08 main:574] : INFO : Epoch 1670 | loss: 0.0311446 | val_loss: 0.031155 | Time: 1151.74 ms [2022-04-11 05:22:09 main:574] : INFO : Epoch 1671 | loss: 0.0311422 | val_loss: 0.0311568 | Time: 1127.49 ms [2022-04-11 05:22:10 main:574] : INFO : Epoch 1672 | loss: 0.0311468 | val_loss: 0.0311596 | Time: 1155.86 ms [2022-04-11 05:22:11 main:574] : INFO : Epoch 1673 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 1194.32 ms [2022-04-11 05:22:12 main:574] : INFO : Epoch 1674 | loss: 0.0311432 | val_loss: 0.0311556 | Time: 1199.43 ms [2022-04-11 05:22:14 main:574] : INFO : Epoch 1675 | loss: 0.0311466 | val_loss: 0.0311586 | Time: 1147.12 ms [2022-04-11 05:22:15 main:574] : INFO : Epoch 1676 | loss: 0.0311449 | val_loss: 0.0311542 | Time: 1130.52 ms [2022-04-11 05:22:16 main:574] : INFO : Epoch 1677 | loss: 0.0311418 | val_loss: 0.0311551 | Time: 1136.82 ms [2022-04-11 05:22:17 main:574] : INFO : Epoch 1678 | loss: 0.0311408 | val_loss: 0.0311517 | Time: 1156.48 ms [2022-04-11 05:22:18 main:574] : INFO : Epoch 1679 | loss: 0.0311406 | val_loss: 0.0311571 | Time: 1165.45 ms [2022-04-11 05:22:19 main:574] : INFO : Epoch 1680 | loss: 0.031143 | val_loss: 0.0311541 | Time: 1182.72 ms [2022-04-11 05:22:21 main:574] : INFO : Epoch 1681 | loss: 0.0311404 | val_loss: 0.0311548 | Time: 1166.01 ms [2022-04-11 05:22:22 main:574] : INFO : Epoch 1682 | loss: 0.0311415 | val_loss: 0.0311528 | Time: 1199.11 ms [2022-04-11 05:22:23 main:574] : INFO : Epoch 1683 | loss: 0.0311392 | val_loss: 0.0311514 | Time: 1160.02 ms [2022-04-11 05:22:24 main:574] : INFO : Epoch 1684 | loss: 0.0311391 | val_loss: 0.0311508 | Time: 1181.84 ms [2022-04-11 05:22:25 main:574] : INFO : Epoch 1685 | loss: 0.0311375 | val_loss: 0.03115 | Time: 1132.31 ms [2022-04-11 05:22:26 main:574] : INFO : Epoch 1686 | loss: 0.0311378 | val_loss: 0.0311527 | Time: 1203.7 ms [2022-04-11 05:22:28 main:574] : INFO : Epoch 1687 | loss: 0.0311379 | val_loss: 0.0311529 | Time: 1170.88 ms [2022-04-11 05:22:29 main:574] : INFO : Epoch 1688 | loss: 0.0311405 | val_loss: 0.0311514 | Time: 1178.75 ms [2022-04-11 05:22:30 main:574] : INFO : Epoch 1689 | loss: 0.0311423 | val_loss: 0.0311534 | Time: 1183.22 ms [2022-04-11 05:22:31 main:574] : INFO : Epoch 1690 | loss: 0.0311418 | val_loss: 0.0311529 | Time: 1125.01 ms [2022-04-11 05:22:32 main:574] : INFO : Epoch 1691 | loss: 0.031141 | val_loss: 0.031153 | Time: 1174.15 ms [2022-04-11 05:22:34 main:574] : INFO : Epoch 1692 | loss: 0.0311417 | val_loss: 0.031153 | Time: 1167.6 ms [2022-04-11 05:22:35 main:574] : INFO : Epoch 1693 | loss: 0.031141 | val_loss: 0.0311513 | Time: 1187.9 ms [2022-04-11 05:22:36 main:574] : INFO : Epoch 1694 | loss: 0.0311401 | val_loss: 0.0311518 | Time: 1144.84 ms [2022-04-11 05:22:37 main:574] : INFO : Epoch 1695 | loss: 0.031154 | val_loss: 0.0311632 | Time: 1144.03 ms [2022-04-11 05:22:38 main:574] : INFO : Epoch 1696 | loss: 0.0311538 | val_loss: 0.0311554 | Time: 1174.08 ms [2022-04-11 05:22:39 main:574] : INFO : Epoch 1697 | loss: 0.0311459 | val_loss: 0.031157 | Time: 1182.65 ms [2022-04-11 05:22:40 main:574] : INFO : Epoch 1698 | loss: 0.03114 | val_loss: 0.0311511 | Time: 1104.94 ms [2022-04-11 05:22:42 main:574] : INFO : Epoch 1699 | loss: 0.0311445 | val_loss: 0.0311568 | Time: 1113.4 ms [2022-04-11 05:22:43 main:574] : INFO : Epoch 1700 | loss: 0.0311455 | val_loss: 0.0311514 | Time: 1176.31 ms [2022-04-11 05:22:44 main:574] : INFO : Epoch 1701 | loss: 0.0311424 | val_loss: 0.0311501 | Time: 1160.2 ms [2022-04-11 05:22:45 main:574] : INFO : Epoch 1702 | loss: 0.0311418 | val_loss: 0.0311525 | Time: 1131.58 ms [2022-04-11 05:22:46 main:574] : INFO : Epoch 1703 | loss: 0.0311412 | val_loss: 0.0311496 | Time: 1199.68 ms [2022-04-11 05:22:47 main:574] : INFO : Epoch 1704 | loss: 0.0311408 | val_loss: 0.0311583 | Time: 1196.55 ms [2022-04-11 05:22:49 main:574] : INFO : Epoch 1705 | loss: 0.0311409 | val_loss: 0.0311516 | Time: 1170.18 ms [2022-04-11 05:22:50 main:574] : INFO : Epoch 1706 | loss: 0.0311403 | val_loss: 0.0311547 | Time: 1185.26 ms [2022-04-11 05:22:51 main:574] : INFO : Epoch 1707 | loss: 0.0311408 | val_loss: 0.0311525 | Time: 1175.91 ms [2022-04-11 05:22:52 main:574] : INFO : Epoch 1708 | loss: 0.0311384 | val_loss: 0.0311523 | Time: 1136 ms [2022-04-11 05:22:53 main:574] : INFO : Epoch 1709 | loss: 0.0311374 | val_loss: 0.0311505 | Time: 1190.01 ms [2022-04-11 05:22:55 main:574] : INFO : Epoch 1710 | loss: 0.0311388 | val_loss: 0.0311502 | Time: 1161.12 ms [2022-04-11 05:22:56 main:574] : INFO : Epoch 1711 | loss: 0.0311427 | val_loss: 0.031152 | Time: 1221.67 ms [2022-04-11 05:22:57 main:574] : INFO : Epoch 1712 | loss: 0.0311432 | val_loss: 0.0311516 | Time: 1154.35 ms [2022-04-11 05:22:58 main:574] : INFO : Epoch 1713 | loss: 0.0311428 | val_loss: 0.03115 | Time: 1152.59 ms [2022-04-11 05:22:59 main:574] : INFO : Epoch 1714 | loss: 0.0311457 | val_loss: 0.0311557 | Time: 1177.66 ms [2022-04-11 05:23:00 main:574] : INFO : Epoch 1715 | loss: 0.0311486 | val_loss: 0.0311549 | Time: 1210.93 ms [2022-04-11 05:23:02 main:574] : INFO : Epoch 1716 | loss: 0.0311473 | val_loss: 0.0311563 | Time: 1161.91 ms [2022-04-11 05:23:03 main:574] : INFO : Epoch 1717 | loss: 0.0311455 | val_loss: 0.0311526 | Time: 1189.51 ms [2022-04-11 05:23:04 main:574] : INFO : Epoch 1718 | loss: 0.0311446 | val_loss: 0.031151 | Time: 1217.42 ms [2022-04-11 05:23:05 main:574] : INFO : Epoch 1719 | loss: 0.031144 | val_loss: 0.0311537 | Time: 1135.95 ms [2022-04-11 05:23:06 main:574] : INFO : Epoch 1720 | loss: 0.0311423 | val_loss: 0.0311516 | Time: 1176.69 ms [2022-04-11 05:23:08 main:574] : INFO : Epoch 1721 | loss: 0.0311417 | val_loss: 0.0311537 | Time: 1197.16 ms [2022-04-11 05:23:09 main:574] : INFO : Epoch 1722 | loss: 0.0311442 | val_loss: 0.031152 | Time: 1147.03 ms [2022-04-11 05:23:10 main:574] : INFO : Epoch 1723 | loss: 0.0311427 | val_loss: 0.0311543 | Time: 1183.35 ms [2022-04-11 05:23:11 main:574] : INFO : Epoch 1724 | loss: 0.0311417 | val_loss: 0.0311562 | Time: 1196.12 ms [2022-04-11 05:23:12 main:574] : INFO : Epoch 1725 | loss: 0.0311404 | val_loss: 0.031152 | Time: 1176.5 ms [2022-04-11 05:23:13 main:574] : INFO : Epoch 1726 | loss: 0.0311472 | val_loss: 0.0311563 | Time: 1224.43 ms [2022-04-11 05:23:15 main:574] : INFO : Epoch 1727 | loss: 0.0311521 | val_loss: 0.0311568 | Time: 1134.92 ms [2022-04-11 05:23:16 main:574] : INFO : Epoch 1728 | loss: 0.0311497 | val_loss: 0.0311524 | Time: 1137.94 ms [2022-04-11 05:23:17 main:574] : INFO : Epoch 1729 | loss: 0.0311446 | val_loss: 0.0311529 | Time: 1149.88 ms [2022-04-11 05:23:18 main:574] : INFO : Epoch 1730 | loss: 0.031145 | val_loss: 0.0311519 | Time: 1171.28 ms [2022-04-11 05:23:19 main:574] : INFO : Epoch 1731 | loss: 0.0311478 | val_loss: 0.0311539 | Time: 1143.97 ms [2022-04-11 05:23:20 main:574] : INFO : Epoch 1732 | loss: 0.0311465 | val_loss: 0.0311507 | Time: 1107.25 ms [2022-04-11 05:23:22 main:574] : INFO : Epoch 1733 | loss: 0.0311443 | val_loss: 0.0311502 | Time: 1158 ms [2022-04-11 05:23:23 main:574] : INFO : Epoch 1734 | loss: 0.0311421 | val_loss: 0.0311502 | Time: 1200.61 ms [2022-04-11 05:23:24 main:574] : INFO : Epoch 1735 | loss: 0.0311421 | val_loss: 0.031152 | Time: 1164.26 ms [2022-04-11 05:23:25 main:574] : INFO : Epoch 1736 | loss: 0.0311447 | val_loss: 0.0311507 | Time: 1162.07 ms [2022-04-11 05:23:26 main:574] : INFO : Epoch 1737 | loss: 0.0311442 | val_loss: 0.0311493 | Time: 1138.2 ms [2022-04-11 05:23:27 main:574] : INFO : Epoch 1738 | loss: 0.0311417 | val_loss: 0.0311499 | Time: 1167.69 ms [2022-04-11 05:23:29 main:574] : INFO : Epoch 1739 | loss: 0.0311436 | val_loss: 0.031154 | Time: 1143.52 ms [2022-04-11 05:23:30 main:574] : INFO : Epoch 1740 | loss: 0.0311419 | val_loss: 0.0311487 | Time: 1197.26 ms [2022-04-11 05:23:31 main:574] : INFO : Epoch 1741 | loss: 0.0311406 | val_loss: 0.0311532 | Time: 1200.71 ms [2022-04-11 05:23:32 main:574] : INFO : Epoch 1742 | loss: 0.031142 | val_loss: 0.0311508 | Time: 1159.42 ms [2022-04-11 05:23:33 main:574] : INFO : Epoch 1743 | loss: 0.0311416 | val_loss: 0.0311483 | Time: 1206.15 ms [2022-04-11 05:23:34 main:574] : INFO : Epoch 1744 | loss: 0.0311401 | val_loss: 0.0311494 | Time: 1160.25 ms [2022-04-11 05:23:36 main:574] : INFO : Epoch 1745 | loss: 0.0311412 | val_loss: 0.0311503 | Time: 1165.4 ms [2022-04-11 05:23:37 main:574] : INFO : Epoch 1746 | loss: 0.0311428 | val_loss: 0.0311569 | Time: 1153.5 ms [2022-04-11 05:23:38 main:574] : INFO : Epoch 1747 | loss: 0.031142 | val_loss: 0.0311508 | Time: 1141.58 ms [2022-04-11 05:23:39 main:574] : INFO : Epoch 1748 | loss: 0.031142 | val_loss: 0.0311533 | Time: 1177.54 ms [2022-04-11 05:23:40 main:574] : INFO : Epoch 1749 | loss: 0.0311416 | val_loss: 0.0311524 | Time: 1179.31 ms [2022-04-11 05:23:41 main:574] : INFO : Epoch 1750 | loss: 0.031141 | val_loss: 0.0311592 | Time: 1169.06 ms [2022-04-11 05:23:43 main:574] : INFO : Epoch 1751 | loss: 0.031143 | val_loss: 0.0311601 | Time: 1177.09 ms [2022-04-11 05:23:44 main:574] : INFO : Epoch 1752 | loss: 0.0311417 | val_loss: 0.0311561 | Time: 1143.37 ms [2022-04-11 05:23:45 main:574] : INFO : Epoch 1753 | loss: 0.0311401 | val_loss: 0.0311539 | Time: 1165.73 ms [2022-04-11 05:23:46 main:574] : INFO : Epoch 1754 | loss: 0.0311422 | val_loss: 0.0311539 | Time: 1160.2 ms [2022-04-11 05:23:47 main:574] : INFO : Epoch 1755 | loss: 0.0311421 | val_loss: 0.0311533 | Time: 1156.42 ms [2022-04-11 05:23:48 main:574] : INFO : Epoch 1756 | loss: 0.0311411 | val_loss: 0.0311543 | Time: 1179.96 ms [2022-04-11 05:23:50 main:574] : INFO : Epoch 1757 | loss: 0.0311408 | val_loss: 0.031151 | Time: 1204.54 ms [2022-04-11 05:23:51 main:574] : INFO : Epoch 1758 | loss: 0.03114 | val_loss: 0.0311539 | Time: 1214.53 ms [2022-04-11 05:23:52 main:574] : INFO : Epoch 1759 | loss: 0.0311408 | val_loss: 0.0311526 | Time: 1148.62 ms [2022-04-11 05:23:53 main:574] : INFO : Epoch 1760 | loss: 0.0311391 | val_loss: 0.0311518 | Time: 1189.39 ms [2022-04-11 05:23:54 main:574] : INFO : Epoch 1761 | loss: 0.0311395 | val_loss: 0.0311545 | Time: 1172.83 ms [2022-04-11 05:23:56 main:574] : INFO : Epoch 1762 | loss: 0.0311394 | val_loss: 0.0311569 | Time: 1189.15 ms [2022-04-11 05:23:57 main:574] : INFO : Epoch 1763 | loss: 0.0311406 | val_loss: 0.0311555 | Time: 1167.78 ms [2022-04-11 05:23:58 main:574] : INFO : Epoch 1764 | loss: 0.0311384 | val_loss: 0.0311518 | Time: 1215.28 ms [2022-04-11 05:23:59 main:574] : INFO : Epoch 1765 | loss: 0.0311377 | val_loss: 0.0311526 | Time: 1195.82 ms [2022-04-11 05:24:00 main:574] : INFO : Epoch 1766 | loss: 0.0311423 | val_loss: 0.0311542 | Time: 1167.25 ms [2022-04-11 05:24:02 main:574] : INFO : Epoch 1767 | loss: 0.0311418 | val_loss: 0.0311482 | Time: 1158.05 ms [2022-04-11 05:24:03 main:574] : INFO : Epoch 1768 | loss: 0.0311394 | val_loss: 0.0311486 | Time: 1160.95 ms [2022-04-11 05:24:04 main:574] : INFO : Epoch 1769 | loss: 0.0311455 | val_loss: 0.0311625 | Time: 1170.55 ms [2022-04-11 05:24:05 main:574] : INFO : Epoch 1770 | loss: 0.0311541 | val_loss: 0.0311572 | Time: 1135.99 ms [2022-04-11 05:24:06 main:574] : INFO : Epoch 1771 | loss: 0.0311506 | val_loss: 0.031155 | Time: 1212.22 ms [2022-04-11 05:24:07 main:574] : INFO : Epoch 1772 | loss: 0.0311515 | val_loss: 0.0311568 | Time: 1225.71 ms [2022-04-11 05:24:09 main:574] : INFO : Epoch 1773 | loss: 0.0311509 | val_loss: 0.0311559 | Time: 1176.02 ms [2022-04-11 05:24:10 main:574] : INFO : Epoch 1774 | loss: 0.0311484 | val_loss: 0.0311591 | Time: 1199.68 ms [2022-04-11 05:24:11 main:574] : INFO : Epoch 1775 | loss: 0.031148 | val_loss: 0.0311626 | Time: 1160.65 ms [2022-04-11 05:24:12 main:574] : INFO : Epoch 1776 | loss: 0.0311481 | val_loss: 0.0311571 | Time: 1169.82 ms [2022-04-11 05:24:13 main:574] : INFO : Epoch 1777 | loss: 0.0311502 | val_loss: 0.031158 | Time: 1169.29 ms [2022-04-11 05:24:15 main:574] : INFO : Epoch 1778 | loss: 0.0311494 | val_loss: 0.0311558 | Time: 1198 ms [2022-04-11 05:24:16 main:574] : INFO : Epoch 1779 | loss: 0.0311475 | val_loss: 0.0311562 | Time: 1181.65 ms [2022-04-11 05:24:17 main:574] : INFO : Epoch 1780 | loss: 0.0311454 | val_loss: 0.0311547 | Time: 1192.22 ms [2022-04-11 05:24:18 main:574] : INFO : Epoch 1781 | loss: 0.0311447 | val_loss: 0.0311553 | Time: 1171.84 ms [2022-04-11 05:24:19 main:574] : INFO : Epoch 1782 | loss: 0.0311441 | val_loss: 0.0311541 | Time: 1146.43 ms [2022-04-11 05:24:20 main:574] : INFO : Epoch 1783 | loss: 0.0311443 | val_loss: 0.0311533 | Time: 1198.85 ms [2022-04-11 05:24:22 main:574] : INFO : Epoch 1784 | loss: 0.0311438 | val_loss: 0.0311539 | Time: 1121.42 ms [2022-04-11 05:24:23 main:574] : INFO : Epoch 1785 | loss: 0.0311425 | val_loss: 0.0311549 | Time: 1148.68 ms [2022-04-11 05:24:24 main:574] : INFO : Epoch 1786 | loss: 0.031142 | val_loss: 0.0311578 | Time: 1170.13 ms [2022-04-11 05:24:25 main:574] : INFO : Epoch 1787 | loss: 0.0311426 | val_loss: 0.0311547 | Time: 1167.26 ms [2022-04-11 05:24:26 main:574] : INFO : Epoch 1788 | loss: 0.0311411 | val_loss: 0.0311567 | Time: 1170.44 ms [2022-04-11 05:24:27 main:574] : INFO : Epoch 1789 | loss: 0.0311414 | val_loss: 0.0311576 | Time: 1184.06 ms [2022-04-11 05:24:29 main:574] : INFO : Epoch 1790 | loss: 0.0311425 | val_loss: 0.0311589 | Time: 1152.93 ms [2022-04-11 05:24:30 main:574] : INFO : Epoch 1791 | loss: 0.0311416 | val_loss: 0.0311557 | Time: 1135.51 ms [2022-04-11 05:24:31 main:574] : INFO : Epoch 1792 | loss: 0.0311418 | val_loss: 0.0311574 | Time: 1166.46 ms [2022-04-11 05:24:32 main:574] : INFO : Epoch 1793 | loss: 0.0311449 | val_loss: 0.0311562 | Time: 1221.18 ms [2022-04-11 05:24:33 main:574] : INFO : Epoch 1794 | loss: 0.0311412 | val_loss: 0.0311556 | Time: 1136.29 ms [2022-04-11 05:24:34 main:574] : INFO : Epoch 1795 | loss: 0.0311418 | val_loss: 0.0311565 | Time: 1189.79 ms [2022-04-11 05:24:36 main:574] : INFO : Epoch 1796 | loss: 0.0311433 | val_loss: 0.0311542 | Time: 1166.2 ms [2022-04-11 05:24:37 main:574] : INFO : Epoch 1797 | loss: 0.0311453 | val_loss: 0.0311578 | Time: 1188.03 ms [2022-04-11 05:24:38 main:574] : INFO : Epoch 1798 | loss: 0.0311454 | val_loss: 0.0311556 | Time: 1211.14 ms [2022-04-11 05:24:39 main:574] : INFO : Epoch 1799 | loss: 0.0311447 | val_loss: 0.0311556 | Time: 1150.25 ms [2022-04-11 05:24:40 main:574] : INFO : Epoch 1800 | loss: 0.0311429 | val_loss: 0.0311591 | Time: 1154.33 ms [2022-04-11 05:24:41 main:574] : INFO : Epoch 1801 | loss: 0.0311432 | val_loss: 0.0311558 | Time: 1122.96 ms [2022-04-11 05:24:43 main:574] : INFO : Epoch 1802 | loss: 0.0311423 | val_loss: 0.0311598 | Time: 1215.01 ms [2022-04-11 05:24:44 main:574] : INFO : Epoch 1803 | loss: 0.0311418 | val_loss: 0.0311566 | Time: 1217.18 ms [2022-04-11 05:24:45 main:574] : INFO : Epoch 1804 | loss: 0.0311408 | val_loss: 0.0311583 | Time: 1154.46 ms [2022-04-11 05:24:46 main:574] : INFO : Epoch 1805 | loss: 0.0311422 | val_loss: 0.031162 | Time: 1191.21 ms [2022-04-11 05:24:47 main:574] : INFO : Epoch 1806 | loss: 0.0311406 | val_loss: 0.0311583 | Time: 1173.82 ms [2022-04-11 05:24:49 main:574] : INFO : Epoch 1807 | loss: 0.0311408 | val_loss: 0.0311578 | Time: 1138.78 ms [2022-04-11 05:24:50 main:574] : INFO : Epoch 1808 | loss: 0.0311418 | val_loss: 0.0311563 | Time: 1141.75 ms [2022-04-11 05:24:51 main:574] : INFO : Epoch 1809 | loss: 0.0311417 | val_loss: 0.0311578 | Time: 1223.06 ms [2022-04-11 05:24:52 main:574] : INFO : Epoch 1810 | loss: 0.0311434 | val_loss: 0.0311582 | Time: 1194.32 ms [2022-04-11 05:24:53 main:574] : INFO : Epoch 1811 | loss: 0.0311425 | val_loss: 0.0311578 | Time: 1223.72 ms [2022-04-11 05:24:55 main:574] : INFO : Epoch 1812 | loss: 0.031143 | val_loss: 0.0311577 | Time: 1159.57 ms [2022-04-11 05:24:56 main:574] : INFO : Epoch 1813 | loss: 0.0311415 | val_loss: 0.0311586 | Time: 1149.84 ms [2022-04-11 05:24:57 main:574] : INFO : Epoch 1814 | loss: 0.03114 | val_loss: 0.0311592 | Time: 1172.95 ms [2022-04-11 05:24:58 main:574] : INFO : Epoch 1815 | loss: 0.0311393 | val_loss: 0.0311559 | Time: 1129.79 ms [2022-04-11 05:24:59 main:574] : INFO : Epoch 1816 | loss: 0.031138 | val_loss: 0.0311581 | Time: 1161.16 ms [2022-04-11 05:25:00 main:574] : INFO : Epoch 1817 | loss: 0.0311433 | val_loss: 0.0311535 | Time: 1189.12 ms [2022-04-11 05:25:02 main:574] : INFO : Epoch 1818 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 1158.71 ms [2022-04-11 05:25:03 main:574] : INFO : Epoch 1819 | loss: 0.0311431 | val_loss: 0.0311545 | Time: 1220.29 ms [2022-04-11 05:25:04 main:574] : INFO : Epoch 1820 | loss: 0.0311416 | val_loss: 0.031157 | Time: 1201.2 ms [2022-04-11 05:25:05 main:574] : INFO : Epoch 1821 | loss: 0.0311432 | val_loss: 0.0311588 | Time: 1178.54 ms [2022-04-11 05:25:06 main:574] : INFO : Epoch 1822 | loss: 0.0311437 | val_loss: 0.0311568 | Time: 1131.76 ms [2022-04-11 05:25:07 main:574] : INFO : Epoch 1823 | loss: 0.0311428 | val_loss: 0.031155 | Time: 1169.82 ms [2022-04-11 05:25:09 main:574] : INFO : Epoch 1824 | loss: 0.0311453 | val_loss: 0.0311554 | Time: 1152.64 ms [2022-04-11 05:25:10 main:574] : INFO : Epoch 1825 | loss: 0.0311417 | val_loss: 0.0311542 | Time: 1172.99 ms [2022-04-11 05:25:11 main:574] : INFO : Epoch 1826 | loss: 0.0311419 | val_loss: 0.0311596 | Time: 1178.27 ms [2022-04-11 05:25:12 main:574] : INFO : Epoch 1827 | loss: 0.0311409 | val_loss: 0.0311564 | Time: 1194.54 ms [2022-04-11 05:25:13 main:574] : INFO : Epoch 1828 | loss: 0.0311418 | val_loss: 0.0311602 | Time: 1188.54 ms [2022-04-11 05:25:15 main:574] : INFO : Epoch 1829 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 1188.76 ms [2022-04-11 05:25:16 main:574] : INFO : Epoch 1830 | loss: 0.031156 | val_loss: 0.0311694 | Time: 1173.94 ms [2022-04-11 05:25:17 main:574] : INFO : Epoch 1831 | loss: 0.0311588 | val_loss: 0.0311639 | Time: 1161.9 ms [2022-04-11 05:25:18 main:574] : INFO : Epoch 1832 | loss: 0.0311539 | val_loss: 0.0311615 | Time: 1158.69 ms [2022-04-11 05:25:19 main:574] : INFO : Epoch 1833 | loss: 0.0311506 | val_loss: 0.0311595 | Time: 1182.38 ms [2022-04-11 05:25:21 main:574] : INFO : Epoch 1834 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 1255.7 ms [2022-04-11 05:25:22 main:574] : INFO : Epoch 1835 | loss: 0.0311487 | val_loss: 0.0311577 | Time: 1181.84 ms [2022-04-11 05:25:23 main:574] : INFO : Epoch 1836 | loss: 0.0311496 | val_loss: 0.0311673 | Time: 1177.76 ms [2022-04-11 05:25:24 main:574] : INFO : Epoch 1837 | loss: 0.0311503 | val_loss: 0.0311612 | Time: 1174 ms [2022-04-11 05:25:25 main:574] : INFO : Epoch 1838 | loss: 0.0311474 | val_loss: 0.0311594 | Time: 1166.55 ms [2022-04-11 05:25:26 main:574] : INFO : Epoch 1839 | loss: 0.031146 | val_loss: 0.0311587 | Time: 1178.69 ms [2022-04-11 05:25:28 main:574] : INFO : Epoch 1840 | loss: 0.0311441 | val_loss: 0.0311578 | Time: 1153.23 ms [2022-04-11 05:25:29 main:574] : INFO : Epoch 1841 | loss: 0.0311474 | val_loss: 0.0311566 | Time: 1104.01 ms [2022-04-11 05:25:30 main:574] : INFO : Epoch 1842 | loss: 0.0311456 | val_loss: 0.0311553 | Time: 1160.78 ms [2022-04-11 05:25:31 main:574] : INFO : Epoch 1843 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 1149.91 ms [2022-04-11 05:25:32 main:574] : INFO : Epoch 1844 | loss: 0.0311457 | val_loss: 0.0311591 | Time: 1151.11 ms [2022-04-11 05:25:33 main:574] : INFO : Epoch 1845 | loss: 0.0311439 | val_loss: 0.0311559 | Time: 1143.71 ms [2022-04-11 05:25:34 main:574] : INFO : Epoch 1846 | loss: 0.0311416 | val_loss: 0.0311558 | Time: 1139.84 ms [2022-04-11 05:25:36 main:574] : INFO : Epoch 1847 | loss: 0.0311409 | val_loss: 0.0311557 | Time: 1169.47 ms [2022-04-11 05:25:37 main:574] : INFO : Epoch 1848 | loss: 0.0311395 | val_loss: 0.0311558 | Time: 1143.61 ms [2022-04-11 05:25:38 main:574] : INFO : Epoch 1849 | loss: 0.0311401 | val_loss: 0.0311547 | Time: 1141.27 ms [2022-04-11 05:25:39 main:574] : INFO : Epoch 1850 | loss: 0.0311394 | val_loss: 0.0311533 | Time: 1180.82 ms [2022-04-11 05:25:40 main:574] : INFO : Epoch 1851 | loss: 0.0311392 | val_loss: 0.031154 | Time: 1179.95 ms [2022-04-11 05:25:41 main:574] : INFO : Epoch 1852 | loss: 0.0311386 | val_loss: 0.0311526 | Time: 1156.73 ms [2022-04-11 05:25:43 main:574] : INFO : Epoch 1853 | loss: 0.031138 | val_loss: 0.0311553 | Time: 1143.18 ms [2022-04-11 05:25:44 main:574] : INFO : Epoch 1854 | loss: 0.0311387 | val_loss: 0.0311543 | Time: 1134.97 ms [2022-04-11 05:25:45 main:574] : INFO : Epoch 1855 | loss: 0.0311382 | val_loss: 0.031158 | Time: 1148 ms [2022-04-11 05:25:46 main:574] : INFO : Epoch 1856 | loss: 0.031141 | val_loss: 0.0311573 | Time: 1157.01 ms [2022-04-11 05:25:47 main:574] : INFO : Epoch 1857 | loss: 0.0311377 | val_loss: 0.0311565 | Time: 1179.21 ms [2022-04-11 05:25:48 main:574] : INFO : Epoch 1858 | loss: 0.0311375 | val_loss: 0.0311518 | Time: 1207.25 ms [2022-04-11 05:25:50 main:574] : INFO : Epoch 1859 | loss: 0.0311386 | val_loss: 0.0311514 | Time: 1202.52 ms [2022-04-11 05:25:51 main:574] : INFO : Epoch 1860 | loss: 0.0311408 | val_loss: 0.0311528 | Time: 1162.27 ms [2022-04-11 05:25:52 main:574] : INFO : Epoch 1861 | loss: 0.0311403 | val_loss: 0.031153 | Time: 1166.84 ms [2022-04-11 05:25:53 main:574] : INFO : Epoch 1862 | loss: 0.0311399 | val_loss: 0.0311526 | Time: 1123.07 ms [2022-04-11 05:25:54 main:574] : INFO : Epoch 1863 | loss: 0.0311403 | val_loss: 0.0311536 | Time: 1163.23 ms [2022-04-11 05:25:55 main:574] : INFO : Epoch 1864 | loss: 0.0311401 | val_loss: 0.031157 | Time: 1147.59 ms [2022-04-11 05:25:57 main:574] : INFO : Epoch 1865 | loss: 0.0311446 | val_loss: 0.0311545 | Time: 1231.62 ms [2022-04-11 05:25:58 main:574] : INFO : Epoch 1866 | loss: 0.031142 | val_loss: 0.0311548 | Time: 1186.53 ms [2022-04-11 05:25:59 main:574] : INFO : Epoch 1867 | loss: 0.0311431 | val_loss: 0.0311552 | Time: 1144.89 ms [2022-04-11 05:26:00 main:574] : INFO : Epoch 1868 | loss: 0.0311401 | val_loss: 0.0311549 | Time: 1143.72 ms [2022-04-11 05:26:01 main:574] : INFO : Epoch 1869 | loss: 0.0311394 | val_loss: 0.0311553 | Time: 1129.68 ms [2022-04-11 05:26:02 main:574] : INFO : Epoch 1870 | loss: 0.0311404 | val_loss: 0.0311529 | Time: 1145.33 ms [2022-04-11 05:26:04 main:574] : INFO : Epoch 1871 | loss: 0.0311389 | val_loss: 0.0311528 | Time: 1217.2 ms [2022-04-11 05:26:05 main:574] : INFO : Epoch 1872 | loss: 0.0311402 | val_loss: 0.0311582 | Time: 1135.25 ms [2022-04-11 05:26:06 main:574] : INFO : Epoch 1873 | loss: 0.0311389 | val_loss: 0.0311567 | Time: 1223.35 ms [2022-04-11 05:26:07 main:574] : INFO : Epoch 1874 | loss: 0.0311392 | val_loss: 0.0311586 | Time: 1136.66 ms [2022-04-11 05:26:08 main:574] : INFO : Epoch 1875 | loss: 0.0311392 | val_loss: 0.0311573 | Time: 1178.49 ms [2022-04-11 05:26:10 main:574] : INFO : Epoch 1876 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 1203.33 ms [2022-04-11 05:26:11 main:574] : INFO : Epoch 1877 | loss: 0.0311398 | val_loss: 0.0311584 | Time: 1199.51 ms [2022-04-11 05:26:12 main:574] : INFO : Epoch 1878 | loss: 0.0311409 | val_loss: 0.0311569 | Time: 1155.1 ms [2022-04-11 05:26:13 main:574] : INFO : Epoch 1879 | loss: 0.0311427 | val_loss: 0.0311641 | Time: 1159.14 ms [2022-04-11 05:26:14 main:574] : INFO : Epoch 1880 | loss: 0.0311422 | val_loss: 0.0311539 | Time: 1166.2 ms [2022-04-11 05:26:15 main:574] : INFO : Epoch 1881 | loss: 0.0311406 | val_loss: 0.0311552 | Time: 1206.25 ms [2022-04-11 05:26:17 main:574] : INFO : Epoch 1882 | loss: 0.0311365 | val_loss: 0.0311568 | Time: 1158.65 ms [2022-04-11 05:26:18 main:574] : INFO : Epoch 1883 | loss: 0.0311371 | val_loss: 0.0311525 | Time: 1175.36 ms [2022-04-11 05:26:19 main:574] : INFO : Epoch 1884 | loss: 0.0311376 | val_loss: 0.0311557 | Time: 1156.24 ms [2022-04-11 05:26:20 main:574] : INFO : Epoch 1885 | loss: 0.0311451 | val_loss: 0.0311594 | Time: 1156.3 ms [2022-04-11 05:26:21 main:574] : INFO : Epoch 1886 | loss: 0.0311488 | val_loss: 0.0311586 | Time: 1155.06 ms [2022-04-11 05:26:22 main:574] : INFO : Epoch 1887 | loss: 0.0311502 | val_loss: 0.0311598 | Time: 1144.19 ms [2022-04-11 05:26:24 main:574] : INFO : Epoch 1888 | loss: 0.0311513 | val_loss: 0.0311582 | Time: 1167.97 ms [2022-04-11 05:26:25 main:574] : INFO : Epoch 1889 | loss: 0.0311478 | val_loss: 0.0311561 | Time: 1166.58 ms [2022-04-11 05:26:26 main:574] : INFO : Epoch 1890 | loss: 0.0311461 | val_loss: 0.0311579 | Time: 1147.72 ms [2022-04-11 05:26:27 main:574] : INFO : Epoch 1891 | loss: 0.0311451 | val_loss: 0.0311571 | Time: 1117.35 ms [2022-04-11 05:26:28 main:574] : INFO : Epoch 1892 | loss: 0.0311434 | val_loss: 0.0311548 | Time: 1130.49 ms [2022-04-11 05:26:29 main:574] : INFO : Epoch 1893 | loss: 0.0311427 | val_loss: 0.0311558 | Time: 1160.07 ms [2022-04-11 05:26:30 main:574] : INFO : Epoch 1894 | loss: 0.0311432 | val_loss: 0.0311582 | Time: 1133.11 ms [2022-04-11 05:26:32 main:574] : INFO : Epoch 1895 | loss: 0.0311413 | val_loss: 0.0311533 | Time: 1189.69 ms [2022-04-11 05:26:33 main:574] : INFO : Epoch 1896 | loss: 0.0311422 | val_loss: 0.031156 | Time: 1165.93 ms [2022-04-11 05:26:34 main:574] : INFO : Epoch 1897 | loss: 0.0311429 | val_loss: 0.031153 | Time: 1183.11 ms [2022-04-11 05:26:35 main:574] : INFO : Epoch 1898 | loss: 0.0311419 | val_loss: 0.0311542 | Time: 1183.6 ms [2022-04-11 05:26:36 main:574] : INFO : Epoch 1899 | loss: 0.0311448 | val_loss: 0.0311553 | Time: 1175.63 ms [2022-04-11 05:26:38 main:574] : INFO : Epoch 1900 | loss: 0.0311454 | val_loss: 0.0311554 | Time: 1167.08 ms [2022-04-11 05:26:39 main:574] : INFO : Epoch 1901 | loss: 0.0311443 | val_loss: 0.0311587 | Time: 1103.19 ms [2022-04-11 05:26:40 main:574] : INFO : Epoch 1902 | loss: 0.0311438 | val_loss: 0.0311625 | Time: 1161.56 ms [2022-04-11 05:26:41 main:574] : INFO : Epoch 1903 | loss: 0.0311489 | val_loss: 0.0311578 | Time: 1153.88 ms [2022-04-11 05:26:42 main:574] : INFO : Epoch 1904 | loss: 0.0311463 | val_loss: 0.0311802 | Time: 1235.27 ms [2022-04-11 05:26:43 main:574] : INFO : Epoch 1905 | loss: 0.0312195 | val_loss: 0.0317228 | Time: 1140.25 ms [2022-04-11 05:26:45 main:574] : INFO : Epoch 1906 | loss: 0.0335407 | val_loss: 0.0432627 | Time: 1172.66 ms [2022-04-11 05:26:46 main:574] : INFO : Epoch 1907 | loss: 0.0329898 | val_loss: 0.0315282 | Time: 1138.71 ms [2022-04-11 05:26:47 main:574] : INFO : Epoch 1908 | loss: 0.0313615 | val_loss: 0.031259 | Time: 1162.86 ms [2022-04-11 05:26:48 main:574] : INFO : Epoch 1909 | loss: 0.0312296 | val_loss: 0.031201 | Time: 1150.94 ms [2022-04-11 05:26:49 main:574] : INFO : Epoch 1910 | loss: 0.0311966 | val_loss: 0.0311862 | Time: 1206.1 ms [2022-04-11 05:26:50 main:574] : INFO : Epoch 1911 | loss: 0.0311895 | val_loss: 0.0311831 | Time: 1191.65 ms [2022-04-11 05:26:52 main:574] : INFO : Epoch 1912 | loss: 0.0311857 | val_loss: 0.0311819 | Time: 1178.88 ms [2022-04-11 05:26:53 main:574] : INFO : Epoch 1913 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 1170.8 ms [2022-04-11 05:26:54 main:574] : INFO : Epoch 1914 | loss: 0.0311761 | val_loss: 0.0311703 | Time: 1149.75 ms [2022-04-11 05:26:55 main:574] : INFO : Epoch 1915 | loss: 0.0311713 | val_loss: 0.0311675 | Time: 1161.74 ms [2022-04-11 05:26:56 main:574] : INFO : Epoch 1916 | loss: 0.0311669 | val_loss: 0.0311662 | Time: 1156.8 ms [2022-04-11 05:26:57 main:574] : INFO : Epoch 1917 | loss: 0.0311672 | val_loss: 0.0311673 | Time: 1153.09 ms [2022-04-11 05:26:59 main:574] : INFO : Epoch 1918 | loss: 0.0311648 | val_loss: 0.0311633 | Time: 1156.09 ms [2022-04-11 05:27:00 main:574] : INFO : Epoch 1919 | loss: 0.031163 | val_loss: 0.0311619 | Time: 1174.1 ms [2022-04-11 05:27:01 main:574] : INFO : Epoch 1920 | loss: 0.031162 | val_loss: 0.0311624 | Time: 1161.85 ms [2022-04-11 05:27:02 main:574] : INFO : Epoch 1921 | loss: 0.031162 | val_loss: 0.0311631 | Time: 1155.41 ms [2022-04-11 05:27:03 main:574] : INFO : Epoch 1922 | loss: 0.0311609 | val_loss: 0.0311607 | Time: 1181.34 ms [2022-04-11 05:27:04 main:574] : INFO : Epoch 1923 | loss: 0.0311609 | val_loss: 0.0311596 | Time: 1169.51 ms [2022-04-11 05:27:06 main:574] : INFO : Epoch 1924 | loss: 0.0311595 | val_loss: 0.0311602 | Time: 1132.01 ms [2022-04-11 05:27:07 main:574] : INFO : Epoch 1925 | loss: 0.0311589 | val_loss: 0.0311596 | Time: 1174.99 ms [2022-04-11 05:27:08 main:574] : INFO : Epoch 1926 | loss: 0.0311578 | val_loss: 0.0311593 | Time: 1140.73 ms [2022-04-11 05:27:09 main:574] : INFO : Epoch 1927 | loss: 0.0311572 | val_loss: 0.0311595 | Time: 1147.2 ms [2022-04-11 05:27:10 main:574] : INFO : Epoch 1928 | loss: 0.031157 | val_loss: 0.0311591 | Time: 1146.27 ms [2022-04-11 05:27:11 main:574] : INFO : Epoch 1929 | loss: 0.0311569 | val_loss: 0.0311641 | Time: 1189.65 ms [2022-04-11 05:27:13 main:574] : INFO : Epoch 1930 | loss: 0.0311593 | val_loss: 0.0311591 | Time: 1127.34 ms [2022-04-11 05:27:14 main:574] : INFO : Epoch 1931 | loss: 0.0311555 | val_loss: 0.0311583 | Time: 1161.27 ms [2022-04-11 05:27:15 main:574] : INFO : Epoch 1932 | loss: 0.0311552 | val_loss: 0.0311585 | Time: 1177.18 ms [2022-04-11 05:27:16 main:574] : INFO : Epoch 1933 | loss: 0.0311542 | val_loss: 0.0311598 | Time: 1129.99 ms [2022-04-11 05:27:17 main:574] : INFO : Epoch 1934 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 1174.74 ms [2022-04-11 05:27:18 main:574] : INFO : Epoch 1935 | loss: 0.0311535 | val_loss: 0.031158 | Time: 1195.01 ms [2022-04-11 05:27:20 main:574] : INFO : Epoch 1936 | loss: 0.0311528 | val_loss: 0.031165 | Time: 1149.27 ms [2022-04-11 05:27:21 main:574] : INFO : Epoch 1937 | loss: 0.0311545 | val_loss: 0.0311595 | Time: 1178.74 ms [2022-04-11 05:27:22 main:574] : INFO : Epoch 1938 | loss: 0.0311531 | val_loss: 0.0311577 | Time: 1154.46 ms [2022-04-11 05:27:23 main:574] : INFO : Epoch 1939 | loss: 0.0311518 | val_loss: 0.0311564 | Time: 1118.21 ms [2022-04-11 05:27:24 main:574] : INFO : Epoch 1940 | loss: 0.0311525 | val_loss: 0.031165 | Time: 1187.98 ms [2022-04-11 05:27:25 main:574] : INFO : Epoch 1941 | loss: 0.0311527 | val_loss: 0.0311587 | Time: 1157.1 ms [2022-04-11 05:27:27 main:574] : INFO : Epoch 1942 | loss: 0.0311533 | val_loss: 0.0311644 | Time: 1206.34 ms [2022-04-11 05:27:28 main:574] : INFO : Epoch 1943 | loss: 0.0311542 | val_loss: 0.0311635 | Time: 1183.34 ms [2022-04-11 05:27:29 main:574] : INFO : Epoch 1944 | loss: 0.0311524 | val_loss: 0.0311561 | Time: 1156.45 ms [2022-04-11 05:27:30 main:574] : INFO : Epoch 1945 | loss: 0.0311517 | val_loss: 0.0311573 | Time: 1196.05 ms [2022-04-11 05:27:31 main:574] : INFO : Epoch 1946 | loss: 0.0311466 | val_loss: 0.0311549 | Time: 1160.32 ms [2022-04-11 05:27:32 main:574] : INFO : Epoch 1947 | loss: 0.0311475 | val_loss: 0.0311553 | Time: 1171.61 ms [2022-04-11 05:27:34 main:574] : INFO : Epoch 1948 | loss: 0.0311461 | val_loss: 0.0311545 | Time: 1168.23 ms [2022-04-11 05:27:35 main:574] : INFO : Epoch 1949 | loss: 0.0311473 | val_loss: 0.0311559 | Time: 1175.83 ms [2022-04-11 05:27:36 main:574] : INFO : Epoch 1950 | loss: 0.0311514 | val_loss: 0.0311546 | Time: 1151.09 ms [2022-04-11 05:27:37 main:574] : INFO : Epoch 1951 | loss: 0.0311472 | val_loss: 0.0311567 | Time: 1164.67 ms [2022-04-11 05:27:38 main:574] : INFO : Epoch 1952 | loss: 0.031148 | val_loss: 0.0311577 | Time: 1187.38 ms [2022-04-11 05:27:39 main:574] : INFO : Epoch 1953 | loss: 0.0311499 | val_loss: 0.0311626 | Time: 1157.87 ms [2022-04-11 05:27:41 main:574] : INFO : Epoch 1954 | loss: 0.0311498 | val_loss: 0.03116 | Time: 1156.66 ms [2022-04-11 05:27:42 main:574] : INFO : Epoch 1955 | loss: 0.0311458 | val_loss: 0.0311567 | Time: 1187.33 ms [2022-04-11 05:27:43 main:574] : INFO : Epoch 1956 | loss: 0.0311451 | val_loss: 0.0311579 | Time: 1149.85 ms [2022-04-11 05:27:44 main:574] : INFO : Epoch 1957 | loss: 0.0311486 | val_loss: 0.0311591 | Time: 1215 ms [2022-04-11 05:27:45 main:574] : INFO : Epoch 1958 | loss: 0.0311455 | val_loss: 0.0311568 | Time: 1178.65 ms [2022-04-11 05:27:47 main:574] : INFO : Epoch 1959 | loss: 0.0311441 | val_loss: 0.0311587 | Time: 1184.71 ms [2022-04-11 05:27:48 main:574] : INFO : Epoch 1960 | loss: 0.0311462 | val_loss: 0.0311636 | Time: 1201.85 ms [2022-04-11 05:27:49 main:574] : INFO : Epoch 1961 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 1164.52 ms [2022-04-11 05:27:50 main:574] : INFO : Epoch 1962 | loss: 0.031142 | val_loss: 0.0311598 | Time: 1160.94 ms [2022-04-11 05:27:51 main:574] : INFO : Epoch 1963 | loss: 0.0311427 | val_loss: 0.0311568 | Time: 1153.93 ms [2022-04-11 05:27:52 main:574] : INFO : Epoch 1964 | loss: 0.031142 | val_loss: 0.031159 | Time: 1154.22 ms [2022-04-11 05:27:54 main:574] : INFO : Epoch 1965 | loss: 0.0311428 | val_loss: 0.0311575 | Time: 1184.28 ms [2022-04-11 05:27:55 main:574] : INFO : Epoch 1966 | loss: 0.0311453 | val_loss: 0.031161 | Time: 1231.31 ms [2022-04-11 05:27:56 main:574] : INFO : Epoch 1967 | loss: 0.0311435 | val_loss: 0.0311553 | Time: 1144.2 ms [2022-04-11 05:27:57 main:574] : INFO : Epoch 1968 | loss: 0.0311426 | val_loss: 0.0311569 | Time: 1147.46 ms [2022-04-11 05:27:58 main:574] : INFO : Epoch 1969 | loss: 0.0311415 | val_loss: 0.0311564 | Time: 1147.73 ms [2022-04-11 05:27:59 main:574] : INFO : Epoch 1970 | loss: 0.0311409 | val_loss: 0.0311562 | Time: 1145.92 ms [2022-04-11 05:28:01 main:574] : INFO : Epoch 1971 | loss: 0.0311405 | val_loss: 0.0311561 | Time: 1148.21 ms [2022-04-11 05:28:02 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311576 | Time: 1167.45 ms [2022-04-11 05:28:03 main:574] : INFO : Epoch 1973 | loss: 0.031141 | val_loss: 0.0311575 | Time: 1246.48 ms [2022-04-11 05:28:04 main:574] : INFO : Epoch 1974 | loss: 0.0311407 | val_loss: 0.0311578 | Time: 1192.85 ms [2022-04-11 05:28:05 main:574] : INFO : Epoch 1975 | loss: 0.031144 | val_loss: 0.0311574 | Time: 1139.05 ms [2022-04-11 05:28:07 main:574] : INFO : Epoch 1976 | loss: 0.0311446 | val_loss: 0.0311592 | Time: 1186.75 ms [2022-04-11 05:28:08 main:574] : INFO : Epoch 1977 | loss: 0.0311484 | val_loss: 0.0311623 | Time: 1203.96 ms [2022-04-11 05:28:09 main:574] : INFO : Epoch 1978 | loss: 0.0311391 | val_loss: 0.0311554 | Time: 1211.34 ms [2022-04-11 05:28:10 main:574] : INFO : Epoch 1979 | loss: 0.0311391 | val_loss: 0.0311561 | Time: 1200.03 ms [2022-04-11 05:28:11 main:574] : INFO : Epoch 1980 | loss: 0.0311393 | val_loss: 0.0311558 | Time: 1165.89 ms [2022-04-11 05:28:13 main:574] : INFO : Epoch 1981 | loss: 0.0311396 | val_loss: 0.0311649 | Time: 1197.42 ms [2022-04-11 05:28:14 main:574] : INFO : Epoch 1982 | loss: 0.0311436 | val_loss: 0.0311558 | Time: 1159.07 ms [2022-04-11 05:28:15 main:574] : INFO : Epoch 1983 | loss: 0.0311407 | val_loss: 0.0311627 | Time: 1141.81 ms [2022-04-11 05:28:16 main:574] : INFO : Epoch 1984 | loss: 0.0311406 | val_loss: 0.0311569 | Time: 1161.81 ms [2022-04-11 05:28:17 main:574] : INFO : Epoch 1985 | loss: 0.0311384 | val_loss: 0.031155 | Time: 1194.24 ms [2022-04-11 05:28:18 main:574] : INFO : Epoch 1986 | loss: 0.0311393 | val_loss: 0.0311554 | Time: 1160.93 ms [2022-04-11 05:28:20 main:574] : INFO : Epoch 1987 | loss: 0.0311416 | val_loss: 0.0311529 | Time: 1182.06 ms [2022-04-11 05:28:21 main:574] : INFO : Epoch 1988 | loss: 0.0311391 | val_loss: 0.0311555 | Time: 1175.58 ms [2022-04-11 05:28:22 main:574] : INFO : Epoch 1989 | loss: 0.0311397 | val_loss: 0.0311576 | Time: 1180.31 ms [2022-04-11 05:28:23 main:574] : INFO : Epoch 1990 | loss: 0.0311382 | val_loss: 0.0311558 | Time: 1152.21 ms [2022-04-11 05:28:24 main:574] : INFO : Epoch 1991 | loss: 0.0311393 | val_loss: 0.0311532 | Time: 1185.12 ms [2022-04-11 05:28:25 main:574] : INFO : Epoch 1992 | loss: 0.0311379 | val_loss: 0.0311623 | Time: 1144.27 ms [2022-04-11 05:28:27 main:574] : INFO : Epoch 1993 | loss: 0.0311396 | val_loss: 0.0311557 | Time: 1137.08 ms [2022-04-11 05:28:28 main:574] : INFO : Epoch 1994 | loss: 0.0311391 | val_loss: 0.0311547 | Time: 1140.77 ms [2022-04-11 05:28:29 main:574] : INFO : Epoch 1995 | loss: 0.0311388 | val_loss: 0.0311547 | Time: 1165.65 ms [2022-04-11 05:28:30 main:574] : INFO : Epoch 1996 | loss: 0.0311415 | val_loss: 0.0311554 | Time: 1147.35 ms [2022-04-11 05:28:31 main:574] : INFO : Epoch 1997 | loss: 0.0311416 | val_loss: 0.0311538 | Time: 1181.65 ms [2022-04-11 05:28:32 main:574] : INFO : Epoch 1998 | loss: 0.0311409 | val_loss: 0.0311554 | Time: 1160.27 ms [2022-04-11 05:28:34 main:574] : INFO : Epoch 1999 | loss: 0.0311401 | val_loss: 0.0311548 | Time: 1200 ms [2022-04-11 05:28:35 main:574] : INFO : Epoch 2000 | loss: 0.0311404 | val_loss: 0.0311553 | Time: 1153.42 ms [2022-04-11 05:28:36 main:574] : INFO : Epoch 2001 | loss: 0.0311427 | val_loss: 0.0311572 | Time: 1177.18 ms [2022-04-11 05:28:37 main:574] : INFO : Epoch 2002 | loss: 0.0311412 | val_loss: 0.0311534 | Time: 1152.76 ms [2022-04-11 05:28:38 main:574] : INFO : Epoch 2003 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 1149.99 ms [2022-04-11 05:28:39 main:574] : INFO : Epoch 2004 | loss: 0.0311393 | val_loss: 0.031155 | Time: 1149.43 ms [2022-04-11 05:28:41 main:574] : INFO : Epoch 2005 | loss: 0.0311405 | val_loss: 0.0311571 | Time: 1177.47 ms [2022-04-11 05:28:42 main:574] : INFO : Epoch 2006 | loss: 0.0311415 | val_loss: 0.0311551 | Time: 1164.91 ms [2022-04-11 05:28:43 main:574] : INFO : Epoch 2007 | loss: 0.0311433 | val_loss: 0.0311543 | Time: 1136.53 ms [2022-04-11 05:28:44 main:574] : INFO : Epoch 2008 | loss: 0.0311412 | val_loss: 0.0311555 | Time: 1128.64 ms [2022-04-11 05:28:45 main:574] : INFO : Epoch 2009 | loss: 0.0311408 | val_loss: 0.0311556 | Time: 1156.34 ms [2022-04-11 05:28:46 main:574] : INFO : Epoch 2010 | loss: 0.0311426 | val_loss: 0.0311537 | Time: 1128.42 ms [2022-04-11 05:28:47 main:574] : INFO : Epoch 2011 | loss: 0.0311407 | val_loss: 0.0311527 | Time: 1154.62 ms [2022-04-11 05:28:49 main:574] : INFO : Epoch 2012 | loss: 0.0311404 | val_loss: 0.0311533 | Time: 1139.3 ms [2022-04-11 05:28:50 main:574] : INFO : Epoch 2013 | loss: 0.0311369 | val_loss: 0.031155 | Time: 1210.57 ms [2022-04-11 05:28:51 main:574] : INFO : Epoch 2014 | loss: 0.0311405 | val_loss: 0.0311577 | Time: 1177.29 ms [2022-04-11 05:28:52 main:574] : INFO : Epoch 2015 | loss: 0.0311442 | val_loss: 0.0311589 | Time: 1152.63 ms [2022-04-11 05:28:53 main:574] : INFO : Epoch 2016 | loss: 0.0311429 | val_loss: 0.0311535 | Time: 1158.37 ms [2022-04-11 05:28:54 main:574] : INFO : Epoch 2017 | loss: 0.0311399 | val_loss: 0.0311556 | Time: 1170.83 ms [2022-04-11 05:28:56 main:574] : INFO : Epoch 2018 | loss: 0.0311408 | val_loss: 0.0311581 | Time: 1134.49 ms [2022-04-11 05:28:57 main:574] : INFO : Epoch 2019 | loss: 0.0311413 | val_loss: 0.0311535 | Time: 1132.48 ms [2022-04-11 05:28:58 main:574] : INFO : Epoch 2020 | loss: 0.0311427 | val_loss: 0.0311546 | Time: 1187.53 ms [2022-04-11 05:28:59 main:574] : INFO : Epoch 2021 | loss: 0.0311401 | val_loss: 0.0311523 | Time: 1173.75 ms [2022-04-11 05:29:00 main:574] : INFO : Epoch 2022 | loss: 0.0311387 | val_loss: 0.0311513 | Time: 1171.47 ms [2022-04-11 05:29:01 main:574] : INFO : Epoch 2023 | loss: 0.0311417 | val_loss: 0.0311534 | Time: 1118.07 ms [2022-04-11 05:29:03 main:574] : INFO : Epoch 2024 | loss: 0.0311365 | val_loss: 0.0311527 | Time: 1175.44 ms [2022-04-11 05:29:04 main:574] : INFO : Epoch 2025 | loss: 0.0311375 | val_loss: 0.0311582 | Time: 1136.34 ms [2022-04-11 05:29:05 main:574] : INFO : Epoch 2026 | loss: 0.0311412 | val_loss: 0.0311566 | Time: 1164.07 ms [2022-04-11 05:29:06 main:574] : INFO : Epoch 2027 | loss: 0.0311385 | val_loss: 0.0311601 | Time: 1165.68 ms [2022-04-11 05:29:07 main:574] : INFO : Epoch 2028 | loss: 0.0311417 | val_loss: 0.0311609 | Time: 1198.29 ms [2022-04-11 05:29:08 main:574] : INFO : Epoch 2029 | loss: 0.0311418 | val_loss: 0.0311554 | Time: 1150.93 ms [2022-04-11 05:29:10 main:574] : INFO : Epoch 2030 | loss: 0.0311363 | val_loss: 0.0311511 | Time: 1164.37 ms [2022-04-11 05:29:11 main:574] : INFO : Epoch 2031 | loss: 0.0311363 | val_loss: 0.0311547 | Time: 1208.27 ms [2022-04-11 05:29:12 main:574] : INFO : Epoch 2032 | loss: 0.0311377 | val_loss: 0.0311552 | Time: 1185.85 ms [2022-04-11 05:29:13 main:574] : INFO : Epoch 2033 | loss: 0.0311364 | val_loss: 0.0311547 | Time: 1197.58 ms [2022-04-11 05:29:14 main:574] : INFO : Epoch 2034 | loss: 0.0311381 | val_loss: 0.0311564 | Time: 1137.14 ms [2022-04-11 05:29:16 main:574] : INFO : Epoch 2035 | loss: 0.0311385 | val_loss: 0.0311552 | Time: 1198.4 ms [2022-04-11 05:29:17 main:574] : INFO : Epoch 2036 | loss: 0.0311391 | val_loss: 0.0311573 | Time: 1122.19 ms [2022-04-11 05:29:18 main:574] : INFO : Epoch 2037 | loss: 0.0311384 | val_loss: 0.0311551 | Time: 1165.85 ms [2022-04-11 05:29:19 main:574] : INFO : Epoch 2038 | loss: 0.0311363 | val_loss: 0.0311536 | Time: 1186.29 ms [2022-04-11 05:29:20 main:574] : INFO : Epoch 2039 | loss: 0.0311378 | val_loss: 0.0311544 | Time: 1094.48 ms [2022-04-11 05:29:21 main:574] : INFO : Epoch 2040 | loss: 0.0311379 | val_loss: 0.0311545 | Time: 1173.55 ms [2022-04-11 05:29:22 main:574] : INFO : Epoch 2041 | loss: 0.0311369 | val_loss: 0.0311535 | Time: 1132.35 ms [2022-04-11 05:29:24 main:574] : INFO : Epoch 2042 | loss: 0.0311363 | val_loss: 0.0311516 | Time: 1157.96 ms [2022-04-11 05:29:25 main:574] : INFO : Epoch 2043 | loss: 0.0311373 | val_loss: 0.0311569 | Time: 1215.03 ms [2022-04-11 05:29:26 main:574] : INFO : Epoch 2044 | loss: 0.0311396 | val_loss: 0.0311531 | Time: 1148.68 ms [2022-04-11 05:29:27 main:574] : INFO : Epoch 2045 | loss: 0.0311371 | val_loss: 0.0311523 | Time: 1162.4 ms [2022-04-11 05:29:28 main:574] : INFO : Epoch 2046 | loss: 0.0311344 | val_loss: 0.0311512 | Time: 1141.6 ms [2022-04-11 05:29:29 main:574] : INFO : Epoch 2047 | loss: 0.0311357 | val_loss: 0.0311512 | Time: 1129.35 ms [2022-04-11 05:29:31 main:574] : INFO : Epoch 2048 | loss: 0.0311367 | val_loss: 0.0311524 | Time: 1173.97 ms [2022-04-11 05:29:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311524 [2022-04-11 05:29:31 main:603] : INFO : Saving end state to config to file [2022-04-11 05:29:31 main:608] : INFO : Success, exiting.. 05:29:31 (56516): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)