Task 14597561
| Name | ParityModified-1647042437-32325-2-0_0 |
| Workunit | 11618543 |
| Created | 11 Apr 2022, 19:31:50 UTC |
| Sent | 11 Apr 2022, 19:31:56 UTC |
| Report deadline | 19 Apr 2022, 19:31:56 UTC |
| Received | 11 Apr 2022, 20:49:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 32 sec |
| CPU time | 39 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 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>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4:39:05 main:574] : INFO : Epoch 1542 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 1131.18 ms [2022-04-11 14:39:06 main:574] : INFO : Epoch 1543 | loss: 0.0311475 | val_loss: 0.031174 | Time: 1126.95 ms [2022-04-11 14:39:07 main:574] : INFO : Epoch 1544 | loss: 0.0311491 | val_loss: 0.0311657 | Time: 1137.07 ms [2022-04-11 14:39:08 main:574] : INFO : Epoch 1545 | loss: 0.0311474 | val_loss: 0.0311701 | Time: 1123.43 ms [2022-04-11 14:39:09 main:574] : INFO : Epoch 1546 | loss: 0.0311479 | val_loss: 0.0311732 | Time: 1144.45 ms [2022-04-11 14:39:10 main:574] : INFO : Epoch 1547 | loss: 0.0311446 | val_loss: 0.0311649 | Time: 1127.91 ms [2022-04-11 14:39:11 main:574] : INFO : Epoch 1548 | loss: 0.0311435 | val_loss: 0.0311667 | Time: 1126.92 ms [2022-04-11 14:39:13 main:574] : INFO : Epoch 1549 | loss: 0.0311434 | val_loss: 0.0311652 | Time: 1121.76 ms [2022-04-11 14:39:14 main:574] : INFO : Epoch 1550 | loss: 0.0311448 | val_loss: 0.0311666 | Time: 1137.55 ms [2022-04-11 14:39:15 main:574] : INFO : Epoch 1551 | loss: 0.0311476 | val_loss: 0.0311656 | Time: 1140.87 ms [2022-04-11 14:39:16 main:574] : INFO : Epoch 1552 | loss: 0.0311486 | val_loss: 0.0311734 | Time: 1131.4 ms [2022-04-11 14:39:17 main:574] : INFO : Epoch 1553 | loss: 0.0311516 | val_loss: 0.0311698 | Time: 1127.88 ms [2022-04-11 14:39:18 main:574] : INFO : Epoch 1554 | loss: 0.0311493 | val_loss: 0.0311688 | Time: 1133.8 ms [2022-04-11 14:39:19 main:574] : INFO : Epoch 1555 | loss: 0.0311473 | val_loss: 0.0311685 | Time: 1140.88 ms [2022-04-11 14:39:21 main:574] : INFO : Epoch 1556 | loss: 0.0311474 | val_loss: 0.0311659 | Time: 1136.32 ms [2022-04-11 14:39:22 main:574] : INFO : Epoch 1557 | loss: 0.0311506 | val_loss: 0.0311651 | Time: 1132.76 ms [2022-04-11 14:39:23 main:574] : INFO : Epoch 1558 | loss: 0.0311481 | val_loss: 0.0311644 | Time: 1129.01 ms [2022-04-11 14:39:24 main:574] : INFO : Epoch 1559 | loss: 0.0311484 | val_loss: 0.0311658 | Time: 1146.62 ms [2022-04-11 14:39:25 main:574] : INFO : Epoch 1560 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 1131.85 ms [2022-04-11 14:39:26 main:574] : INFO : Epoch 1561 | loss: 0.031147 | val_loss: 0.0311648 | Time: 1137.58 ms [2022-04-11 14:39:27 main:574] : INFO : Epoch 1562 | loss: 0.0311487 | val_loss: 0.0311687 | Time: 1142.15 ms [2022-04-11 14:39:29 main:574] : INFO : Epoch 1563 | loss: 0.0311544 | val_loss: 0.031171 | Time: 1133.48 ms [2022-04-11 14:39:30 main:574] : INFO : Epoch 1564 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 1134.38 ms [2022-04-11 14:39:31 main:574] : INFO : Epoch 1565 | loss: 0.0311516 | val_loss: 0.0311762 | Time: 1138.64 ms [2022-04-11 14:39:32 main:574] : INFO : Epoch 1566 | loss: 0.0311501 | val_loss: 0.031163 | Time: 1138.54 ms [2022-04-11 14:39:33 main:574] : INFO : Epoch 1567 | loss: 0.0311476 | val_loss: 0.0311649 | Time: 1122.26 ms [2022-04-11 14:39:34 main:574] : INFO : Epoch 1568 | loss: 0.0311513 | val_loss: 0.0311711 | Time: 1135.3 ms [2022-04-11 14:39:35 main:574] : INFO : Epoch 1569 | loss: 0.0311493 | val_loss: 0.0311659 | Time: 1135.35 ms [2022-04-11 14:39:37 main:574] : INFO : Epoch 1570 | loss: 0.0311469 | val_loss: 0.0311621 | Time: 1145.64 ms [2022-04-11 14:39:38 main:574] : INFO : Epoch 1571 | loss: 0.0311467 | val_loss: 0.0311628 | Time: 1130.12 ms [2022-04-11 14:39:39 main:574] : INFO : Epoch 1572 | loss: 0.0311478 | val_loss: 0.0311674 | Time: 1135 ms [2022-04-11 14:39:40 main:574] : INFO : Epoch 1573 | loss: 0.0311489 | val_loss: 0.031165 | Time: 1147.56 ms [2022-04-11 14:39:41 main:574] : INFO : Epoch 1574 | loss: 0.0311464 | val_loss: 0.0311642 | Time: 1137.5 ms [2022-04-11 14:39:42 main:574] : INFO : Epoch 1575 | loss: 0.031145 | val_loss: 0.031164 | Time: 1140.11 ms [2022-04-11 14:39:43 main:574] : INFO : Epoch 1576 | loss: 0.0311457 | val_loss: 0.031167 | Time: 1133.46 ms [2022-04-11 14:39:45 main:574] : INFO : Epoch 1577 | loss: 0.0311472 | val_loss: 0.0311685 | Time: 1141.56 ms [2022-04-11 14:39:46 main:574] : INFO : Epoch 1578 | loss: 0.0311462 | val_loss: 0.0311651 | Time: 1133.91 ms [2022-04-11 14:39:47 main:574] : INFO : Epoch 1579 | loss: 0.0311474 | val_loss: 0.0311652 | Time: 1131.16 ms [2022-04-11 14:39:48 main:574] : INFO : Epoch 1580 | loss: 0.0311476 | val_loss: 0.0311661 | Time: 1135.61 ms [2022-04-11 14:39:49 main:574] : INFO : Epoch 1581 | loss: 0.0311464 | val_loss: 0.0311622 | Time: 1123.3 ms [2022-04-11 14:39:50 main:574] : INFO : Epoch 1582 | loss: 0.0311443 | val_loss: 0.0311692 | Time: 1135.6 ms [2022-04-11 14:39:51 main:574] : INFO : Epoch 1583 | loss: 0.0311454 | val_loss: 0.0311605 | Time: 1139.46 ms [2022-04-11 14:39:53 main:574] : INFO : Epoch 1584 | loss: 0.0311467 | val_loss: 0.0311614 | Time: 1139.64 ms [2022-04-11 14:39:54 main:574] : INFO : Epoch 1585 | loss: 0.0311438 | val_loss: 0.0311618 | Time: 1128.49 ms [2022-04-11 14:39:55 main:574] : INFO : Epoch 1586 | loss: 0.0311435 | val_loss: 0.0311619 | Time: 1136.99 ms [2022-04-11 14:39:56 main:574] : INFO : Epoch 1587 | loss: 0.0311451 | val_loss: 0.0311647 | Time: 1135.64 ms [2022-04-11 14:39:57 main:574] : INFO : Epoch 1588 | loss: 0.0311437 | val_loss: 0.0311658 | Time: 1140.62 ms [2022-04-11 14:39:58 main:574] : INFO : Epoch 1589 | loss: 0.0311428 | val_loss: 0.0311654 | Time: 1121.34 ms [2022-04-11 14:39:59 main:574] : INFO : Epoch 1590 | loss: 0.0311442 | val_loss: 0.0311633 | Time: 1130.46 ms [2022-04-11 14:40:01 main:574] : INFO : Epoch 1591 | loss: 0.0311447 | val_loss: 0.0311642 | Time: 1149.23 ms [2022-04-11 14:40:02 main:574] : INFO : Epoch 1592 | loss: 0.0311439 | val_loss: 0.0311667 | Time: 1143.93 ms [2022-04-11 14:40:03 main:574] : INFO : Epoch 1593 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 1131.23 ms [2022-04-11 14:40:04 main:574] : INFO : Epoch 1594 | loss: 0.0311417 | val_loss: 0.0311685 | Time: 1135.81 ms [2022-04-11 14:40:05 main:574] : INFO : Epoch 1595 | loss: 0.031143 | val_loss: 0.0311645 | Time: 1137.48 ms [2022-04-11 14:40:06 main:574] : INFO : Epoch 1596 | loss: 0.0311413 | val_loss: 0.0311657 | Time: 1137.32 ms [2022-04-11 14:40:07 main:574] : INFO : Epoch 1597 | loss: 0.0311433 | val_loss: 0.031173 | Time: 1134.94 ms [2022-04-11 14:40:09 main:574] : INFO : Epoch 1598 | loss: 0.0311469 | val_loss: 0.0311716 | Time: 1138.69 ms [2022-04-11 14:40:10 main:574] : INFO : Epoch 1599 | loss: 0.0311447 | val_loss: 0.0311697 | Time: 1133.93 ms [2022-04-11 14:40:11 main:574] : INFO : Epoch 1600 | loss: 0.0311454 | val_loss: 0.0311689 | Time: 1133.29 ms [2022-04-11 14:40:12 main:574] : INFO : Epoch 1601 | loss: 0.0311431 | val_loss: 0.0311662 | Time: 1141.34 ms [2022-04-11 14:40:13 main:574] : INFO : Epoch 1602 | loss: 0.0311436 | val_loss: 0.0311629 | Time: 1138.9 ms [2022-04-11 14:40:14 main:574] : INFO : Epoch 1603 | loss: 0.0311468 | val_loss: 0.0311692 | Time: 1131.71 ms [2022-04-11 14:40:15 main:574] : INFO : Epoch 1604 | loss: 0.0311484 | val_loss: 0.0311629 | Time: 1140.25 ms [2022-04-11 14:40:17 main:574] : INFO : Epoch 1605 | loss: 0.0311511 | val_loss: 0.0311739 | Time: 1131.6 ms [2022-04-11 14:40:18 main:574] : INFO : Epoch 1606 | loss: 0.0311533 | val_loss: 0.0311643 | Time: 1140.56 ms [2022-04-11 14:40:19 main:574] : INFO : Epoch 1607 | loss: 0.0311478 | val_loss: 0.0311656 | Time: 1143.27 ms [2022-04-11 14:40:20 main:574] : INFO : Epoch 1608 | loss: 0.0311453 | val_loss: 0.0311618 | Time: 1138.06 ms [2022-04-11 14:40:21 main:574] : INFO : Epoch 1609 | loss: 0.0311445 | val_loss: 0.0311669 | Time: 1136.79 ms [2022-04-11 14:40:22 main:574] : INFO : Epoch 1610 | loss: 0.0311442 | val_loss: 0.0311592 | Time: 1139.85 ms [2022-04-11 14:40:23 main:574] : INFO : Epoch 1611 | loss: 0.0311425 | val_loss: 0.0311646 | Time: 1136.86 ms [2022-04-11 14:40:25 main:574] : INFO : Epoch 1612 | loss: 0.0311434 | val_loss: 0.0311663 | Time: 1135.05 ms [2022-04-11 14:40:26 main:574] : INFO : Epoch 1613 | loss: 0.0311436 | val_loss: 0.0311648 | Time: 1133.72 ms [2022-04-11 14:40:27 main:574] : INFO : Epoch 1614 | loss: 0.0311474 | val_loss: 0.031168 | Time: 1141.8 ms [2022-04-11 14:40:28 main:574] : INFO : Epoch 1615 | loss: 0.0311463 | val_loss: 0.0311638 | Time: 1141 ms [2022-04-11 14:40:29 main:574] : INFO : Epoch 1616 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1131.27 ms [2022-04-11 14:40:30 main:574] : INFO : Epoch 1617 | loss: 0.0311445 | val_loss: 0.0311635 | Time: 1124.47 ms [2022-04-11 14:40:31 main:574] : INFO : Epoch 1618 | loss: 0.0311465 | val_loss: 0.0311698 | Time: 1129.07 ms [2022-04-11 14:40:33 main:574] : INFO : Epoch 1619 | loss: 0.0311459 | val_loss: 0.0311707 | Time: 1132.62 ms [2022-04-11 14:40:34 main:574] : INFO : Epoch 1620 | loss: 0.0311424 | val_loss: 0.0311736 | Time: 1134.38 ms [2022-04-11 14:40:35 main:574] : INFO : Epoch 1621 | loss: 0.0311448 | val_loss: 0.0311679 | Time: 1143.24 ms [2022-04-11 14:40:36 main:574] : INFO : Epoch 1622 | loss: 0.0311447 | val_loss: 0.031167 | Time: 1138.26 ms [2022-04-11 14:40:37 main:574] : INFO : Epoch 1623 | loss: 0.0311409 | val_loss: 0.0311643 | Time: 1148.38 ms [2022-04-11 14:40:38 main:574] : INFO : Epoch 1624 | loss: 0.0311413 | val_loss: 0.0311631 | Time: 1139.88 ms [2022-04-11 14:40:39 main:574] : INFO : Epoch 1625 | loss: 0.0311419 | val_loss: 0.0311648 | Time: 1133.84 ms [2022-04-11 14:40:41 main:574] : INFO : Epoch 1626 | loss: 0.0311443 | val_loss: 0.0311684 | Time: 1139.99 ms [2022-04-11 14:40:42 main:574] : INFO : Epoch 1627 | loss: 0.0311438 | val_loss: 0.0311632 | Time: 1127.78 ms [2022-04-11 14:40:43 main:574] : INFO : Epoch 1628 | loss: 0.0311419 | val_loss: 0.0311671 | Time: 1131.9 ms [2022-04-11 14:40:44 main:574] : INFO : Epoch 1629 | loss: 0.0311423 | val_loss: 0.0311645 | Time: 1144.25 ms [2022-04-11 14:40:45 main:574] : INFO : Epoch 1630 | loss: 0.0311416 | val_loss: 0.0311691 | Time: 1136.08 ms [2022-04-11 14:40:46 main:574] : INFO : Epoch 1631 | loss: 0.0311435 | val_loss: 0.0311655 | Time: 1132.68 ms [2022-04-11 14:40:47 main:574] : INFO : Epoch 1632 | loss: 0.0311424 | val_loss: 0.0311617 | Time: 1142.3 ms [2022-04-11 14:40:49 main:574] : INFO : Epoch 1633 | loss: 0.0311417 | val_loss: 0.0311621 | Time: 1133.03 ms [2022-04-11 14:40:50 main:574] : INFO : Epoch 1634 | loss: 0.0311409 | val_loss: 0.0311672 | Time: 1140.08 ms [2022-04-11 14:40:51 main:574] : INFO : Epoch 1635 | loss: 0.0311457 | val_loss: 0.0311709 | Time: 1133.16 ms [2022-04-11 14:40:52 main:574] : INFO : Epoch 1636 | loss: 0.0311479 | val_loss: 0.0311651 | Time: 1143.83 ms [2022-04-11 14:40:53 main:574] : INFO : Epoch 1637 | loss: 0.0311445 | val_loss: 0.0311679 | Time: 1137.03 ms [2022-04-11 14:40:54 main:574] : INFO : Epoch 1638 | loss: 0.0311451 | val_loss: 0.0311688 | Time: 1140.06 ms [2022-04-11 14:40:55 main:574] : INFO : Epoch 1639 | loss: 0.0311411 | val_loss: 0.0311653 | Time: 1146.69 ms [2022-04-11 14:40:57 main:574] : INFO : Epoch 1640 | loss: 0.0311397 | val_loss: 0.0311665 | Time: 1126.51 ms [2022-04-11 14:40:58 main:574] : INFO : Epoch 1641 | loss: 0.0311386 | val_loss: 0.031166 | Time: 1131.81 ms [2022-04-11 14:40:59 main:574] : INFO : Epoch 1642 | loss: 0.0311401 | val_loss: 0.0311626 | Time: 1132.12 ms [2022-04-11 14:41:00 main:574] : INFO : Epoch 1643 | loss: 0.0311387 | val_loss: 0.0311654 | Time: 1135.14 ms [2022-04-11 14:41:01 main:574] : INFO : Epoch 1644 | loss: 0.0311384 | val_loss: 0.0311619 | Time: 1137.5 ms [2022-04-11 14:41:02 main:574] : INFO : Epoch 1645 | loss: 0.0311411 | val_loss: 0.0311613 | Time: 1147.45 ms [2022-04-11 14:41:03 main:574] : INFO : Epoch 1646 | loss: 0.0311414 | val_loss: 0.0311701 | Time: 1130.11 ms [2022-04-11 14:41:05 main:574] : INFO : Epoch 1647 | loss: 0.0311424 | val_loss: 0.0311644 | Time: 1125.67 ms [2022-04-11 14:41:06 main:574] : INFO : Epoch 1648 | loss: 0.0311407 | val_loss: 0.0311659 | Time: 1132.94 ms [2022-04-11 14:41:07 main:574] : INFO : Epoch 1649 | loss: 0.0311437 | val_loss: 0.0311633 | Time: 1137.02 ms [2022-04-11 14:41:08 main:574] : INFO : Epoch 1650 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 1152.24 ms [2022-04-11 14:41:09 main:574] : INFO : Epoch 1651 | loss: 0.031147 | val_loss: 0.0311652 | Time: 1140.59 ms [2022-04-11 14:41:10 main:574] : INFO : Epoch 1652 | loss: 0.031154 | val_loss: 0.0311663 | Time: 1131.4 ms [2022-04-11 14:41:11 main:574] : INFO : Epoch 1653 | loss: 0.03116 | val_loss: 0.0311643 | Time: 1133.88 ms [2022-04-11 14:41:13 main:574] : INFO : Epoch 1654 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 1126.84 ms [2022-04-11 14:41:14 main:574] : INFO : Epoch 1655 | loss: 0.0311536 | val_loss: 0.0311587 | Time: 1132.42 ms [2022-04-11 14:41:15 main:574] : INFO : Epoch 1656 | loss: 0.0311527 | val_loss: 0.0311607 | Time: 1120.42 ms [2022-04-11 14:41:16 main:574] : INFO : Epoch 1657 | loss: 0.0311518 | val_loss: 0.0311605 | Time: 1135.56 ms [2022-04-11 14:41:17 main:574] : INFO : Epoch 1658 | loss: 0.0311555 | val_loss: 0.0311635 | Time: 1128.46 ms [2022-04-11 14:41:18 main:574] : INFO : Epoch 1659 | loss: 0.0311526 | val_loss: 0.0311625 | Time: 1134.81 ms [2022-04-11 14:41:19 main:574] : INFO : Epoch 1660 | loss: 0.03115 | val_loss: 0.0311661 | Time: 1130.62 ms [2022-04-11 14:41:20 main:574] : INFO : Epoch 1661 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 1122.9 ms [2022-04-11 14:41:22 main:574] : INFO : Epoch 1662 | loss: 0.0311468 | val_loss: 0.0311618 | Time: 1128.68 ms [2022-04-11 14:41:23 main:574] : INFO : Epoch 1663 | loss: 0.0311475 | val_loss: 0.0311618 | Time: 1134.77 ms [2022-04-11 14:41:24 main:574] : INFO : Epoch 1664 | loss: 0.0311452 | val_loss: 0.0311606 | Time: 1132.63 ms [2022-04-11 14:41:25 main:574] : INFO : Epoch 1665 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 1131.08 ms [2022-04-11 14:41:26 main:574] : INFO : Epoch 1666 | loss: 0.0311429 | val_loss: 0.0311662 | Time: 1133.73 ms [2022-04-11 14:41:27 main:574] : INFO : Epoch 1667 | loss: 0.0311424 | val_loss: 0.0311672 | Time: 1144.43 ms [2022-04-11 14:41:28 main:574] : INFO : Epoch 1668 | loss: 0.0311444 | val_loss: 0.0311641 | Time: 1134.59 ms [2022-04-11 14:41:30 main:574] : INFO : Epoch 1669 | loss: 0.0311427 | val_loss: 0.0311653 | Time: 1135.52 ms [2022-04-11 14:41:31 main:574] : INFO : Epoch 1670 | loss: 0.031143 | val_loss: 0.0311619 | Time: 1134.29 ms [2022-04-11 14:41:32 main:574] : INFO : Epoch 1671 | loss: 0.0311407 | val_loss: 0.0311637 | Time: 1133.71 ms [2022-04-11 14:41:33 main:574] : INFO : Epoch 1672 | loss: 0.0311414 | val_loss: 0.0311633 | Time: 1134.94 ms [2022-04-11 14:41:34 main:574] : INFO : Epoch 1673 | loss: 0.031143 | val_loss: 0.0311689 | Time: 1132.86 ms [2022-04-11 14:41:35 main:574] : INFO : Epoch 1674 | loss: 0.0311462 | val_loss: 0.0311675 | Time: 1128.16 ms [2022-04-11 14:41:36 main:574] : INFO : Epoch 1675 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 1137.72 ms [2022-04-11 14:41:38 main:574] : INFO : Epoch 1676 | loss: 0.0311409 | val_loss: 0.0311745 | Time: 1162.1 ms [2022-04-11 14:41:39 main:574] : INFO : Epoch 1677 | loss: 0.0311405 | val_loss: 0.0311606 | Time: 1130.21 ms [2022-04-11 14:41:40 main:574] : INFO : Epoch 1678 | loss: 0.0311395 | val_loss: 0.031165 | Time: 1134.09 ms [2022-04-11 14:41:41 main:574] : INFO : Epoch 1679 | loss: 0.031146 | val_loss: 0.0311655 | Time: 1130.34 ms [2022-04-11 14:41:42 main:574] : INFO : Epoch 1680 | loss: 0.0311435 | val_loss: 0.0311648 | Time: 1137.67 ms [2022-04-11 14:41:43 main:574] : INFO : Epoch 1681 | loss: 0.0311421 | val_loss: 0.031162 | Time: 1131.75 ms [2022-04-11 14:41:44 main:574] : INFO : Epoch 1682 | loss: 0.031142 | val_loss: 0.0311628 | Time: 1139.97 ms [2022-04-11 14:41:46 main:574] : INFO : Epoch 1683 | loss: 0.0311426 | val_loss: 0.0311604 | Time: 1136.96 ms [2022-04-11 14:41:47 main:574] : INFO : Epoch 1684 | loss: 0.0311444 | val_loss: 0.0311627 | Time: 1135.63 ms [2022-04-11 14:41:48 main:574] : INFO : Epoch 1685 | loss: 0.0311437 | val_loss: 0.0311669 | Time: 1115.93 ms [2022-04-11 14:41:49 main:574] : INFO : Epoch 1686 | loss: 0.0311446 | val_loss: 0.0311703 | Time: 1128.41 ms [2022-04-11 14:41:50 main:574] : INFO : Epoch 1687 | loss: 0.031144 | val_loss: 0.0311654 | Time: 1147.99 ms [2022-04-11 14:41:51 main:574] : INFO : Epoch 1688 | loss: 0.0311431 | val_loss: 0.031168 | Time: 1132.04 ms [2022-04-11 14:41:52 main:574] : INFO : Epoch 1689 | loss: 0.0311447 | val_loss: 0.0311618 | Time: 1149.83 ms [2022-04-11 14:41:54 main:574] : INFO : Epoch 1690 | loss: 0.0311435 | val_loss: 0.0311657 | Time: 1134.31 ms [2022-04-11 14:41:55 main:574] : INFO : Epoch 1691 | loss: 0.031142 | val_loss: 0.0311624 | Time: 1137.58 ms [2022-04-11 14:41:56 main:574] : INFO : Epoch 1692 | loss: 0.0311419 | val_loss: 0.0311673 | Time: 1134.86 ms [2022-04-11 14:41:57 main:574] : INFO : Epoch 1693 | loss: 0.0311436 | val_loss: 0.0311657 | Time: 1133.06 ms [2022-04-11 14:41:58 main:574] : INFO : Epoch 1694 | loss: 0.03114 | val_loss: 0.0311642 | Time: 1128.57 ms [2022-04-11 14:41:59 main:574] : INFO : Epoch 1695 | loss: 0.0311389 | val_loss: 0.0311719 | Time: 1134.11 ms [2022-04-11 14:42:00 main:574] : INFO : Epoch 1696 | loss: 0.0311417 | val_loss: 0.0311653 | Time: 1139.57 ms [2022-04-11 14:42:02 main:574] : INFO : Epoch 1697 | loss: 0.0311478 | val_loss: 0.031168 | Time: 1127.69 ms [2022-04-11 14:42:03 main:574] : INFO : Epoch 1698 | loss: 0.031146 | val_loss: 0.0311634 | Time: 1157.27 ms [2022-04-11 14:42:04 main:574] : INFO : Epoch 1699 | loss: 0.0311412 | val_loss: 0.0311634 | Time: 1134.23 ms [2022-04-11 14:42:05 main:574] : INFO : Epoch 1700 | loss: 0.0311425 | val_loss: 0.0311607 | Time: 1135.78 ms [2022-04-11 14:42:06 main:574] : INFO : Epoch 1701 | loss: 0.0311409 | val_loss: 0.0311632 | Time: 1133.92 ms [2022-04-11 14:42:07 main:574] : INFO : Epoch 1702 | loss: 0.0311393 | val_loss: 0.0311639 | Time: 1129.45 ms [2022-04-11 14:42:08 main:574] : INFO : Epoch 1703 | loss: 0.031137 | val_loss: 0.0311657 | Time: 1136.88 ms [2022-04-11 14:42:10 main:574] : INFO : Epoch 1704 | loss: 0.0311386 | val_loss: 0.0311626 | Time: 1137.76 ms [2022-04-11 14:42:11 main:574] : INFO : Epoch 1705 | loss: 0.0311372 | val_loss: 0.031166 | Time: 1134.32 ms [2022-04-11 14:42:12 main:574] : INFO : Epoch 1706 | loss: 0.0311366 | val_loss: 0.0311655 | Time: 1129.62 ms [2022-04-11 14:42:13 main:574] : INFO : Epoch 1707 | loss: 0.0311374 | val_loss: 0.0311667 | Time: 1140.95 ms [2022-04-11 14:42:14 main:574] : INFO : Epoch 1708 | loss: 0.031139 | val_loss: 0.0311642 | Time: 1145.33 ms [2022-04-11 14:42:15 main:574] : INFO : Epoch 1709 | loss: 0.0311392 | val_loss: 0.0311723 | Time: 1130.26 ms [2022-04-11 14:42:16 main:574] : INFO : Epoch 1710 | loss: 0.0311419 | val_loss: 0.0311705 | Time: 1134.57 ms [2022-04-11 14:42:18 main:574] : INFO : Epoch 1711 | loss: 0.0311419 | val_loss: 0.0311645 | Time: 1136.38 ms [2022-04-11 14:42:19 main:574] : INFO : Epoch 1712 | loss: 0.0311401 | val_loss: 0.0311631 | Time: 1134.78 ms [2022-04-11 14:42:20 main:574] : INFO : Epoch 1713 | loss: 0.0311362 | val_loss: 0.0311626 | Time: 1124.9 ms [2022-04-11 14:42:21 main:574] : INFO : Epoch 1714 | loss: 0.0311365 | val_loss: 0.0311643 | Time: 1137.64 ms [2022-04-11 14:42:22 main:574] : INFO : Epoch 1715 | loss: 0.0311346 | val_loss: 0.0311646 | Time: 1127.47 ms [2022-04-11 14:42:23 main:574] : INFO : Epoch 1716 | loss: 0.031134 | val_loss: 0.031167 | Time: 1132.46 ms [2022-04-11 14:42:24 main:574] : INFO : Epoch 1717 | loss: 0.0311358 | val_loss: 0.0311623 | Time: 1140.32 ms [2022-04-11 14:42:26 main:574] : INFO : Epoch 1718 | loss: 0.0311365 | val_loss: 0.0311704 | Time: 1139.29 ms [2022-04-11 14:42:27 main:574] : INFO : Epoch 1719 | loss: 0.0311385 | val_loss: 0.0311661 | Time: 1127.29 ms [2022-04-11 14:42:28 main:574] : INFO : Epoch 1720 | loss: 0.0311396 | val_loss: 0.0311666 | Time: 1137.69 ms [2022-04-11 14:42:29 main:574] : INFO : Epoch 1721 | loss: 0.0311363 | val_loss: 0.0311617 | Time: 1136.33 ms [2022-04-11 14:42:30 main:574] : INFO : Epoch 1722 | loss: 0.0311371 | val_loss: 0.0311678 | Time: 1137.49 ms [2022-04-11 14:42:31 main:574] : INFO : Epoch 1723 | loss: 0.0311415 | val_loss: 0.0311672 | Time: 1131.86 ms [2022-04-11 14:42:32 main:574] : INFO : Epoch 1724 | loss: 0.0311419 | val_loss: 0.0311762 | Time: 1126.01 ms [2022-04-11 14:42:34 main:574] : INFO : Epoch 1725 | loss: 0.031137 | val_loss: 0.0311718 | Time: 1134.35 ms [2022-04-11 14:42:35 main:574] : INFO : Epoch 1726 | loss: 0.0311417 | val_loss: 0.0311629 | Time: 1137.65 ms [2022-04-11 14:42:36 main:574] : INFO : Epoch 1727 | loss: 0.0311444 | val_loss: 0.0311678 | Time: 1136 ms [2022-04-11 14:42:37 main:574] : INFO : Epoch 1728 | loss: 0.0311382 | val_loss: 0.0311671 | Time: 1154.95 ms [2022-04-11 14:42:38 main:574] : INFO : Epoch 1729 | loss: 0.031135 | val_loss: 0.0311649 | Time: 1144.35 ms [2022-04-11 14:42:39 main:574] : INFO : Epoch 1730 | loss: 0.031135 | val_loss: 0.0311645 | Time: 1127.57 ms [2022-04-11 14:42:40 main:574] : INFO : Epoch 1731 | loss: 0.031137 | val_loss: 0.0311662 | Time: 1139.46 ms [2022-04-11 14:42:42 main:574] : INFO : Epoch 1732 | loss: 0.0311401 | val_loss: 0.0311654 | Time: 1138.1 ms [2022-04-11 14:42:43 main:574] : INFO : Epoch 1733 | loss: 0.0311416 | val_loss: 0.0311776 | Time: 1143.13 ms [2022-04-11 14:42:44 main:574] : INFO : Epoch 1734 | loss: 0.0311394 | val_loss: 0.0311714 | Time: 1132.01 ms [2022-04-11 14:42:45 main:574] : INFO : Epoch 1735 | loss: 0.0311387 | val_loss: 0.0311628 | Time: 1134.8 ms [2022-04-11 14:42:46 main:574] : INFO : Epoch 1736 | loss: 0.0311359 | val_loss: 0.0311666 | Time: 1149.84 ms [2022-04-11 14:42:47 main:574] : INFO : Epoch 1737 | loss: 0.0311386 | val_loss: 0.0311645 | Time: 1138 ms [2022-04-11 14:42:48 main:574] : INFO : Epoch 1738 | loss: 0.0311433 | val_loss: 0.0311704 | Time: 1150.09 ms [2022-04-11 14:42:50 main:574] : INFO : Epoch 1739 | loss: 0.0311393 | val_loss: 0.0311642 | Time: 1132.92 ms [2022-04-11 14:42:51 main:574] : INFO : Epoch 1740 | loss: 0.0311395 | val_loss: 0.031167 | Time: 1133.44 ms [2022-04-11 14:42:52 main:574] : INFO : Epoch 1741 | loss: 0.0311411 | val_loss: 0.0311606 | Time: 1132.63 ms [2022-04-11 14:42:53 main:574] : INFO : Epoch 1742 | loss: 0.03114 | val_loss: 0.0311636 | Time: 1139.39 ms [2022-04-11 14:42:54 main:574] : INFO : Epoch 1743 | loss: 0.0311362 | val_loss: 0.0311625 | Time: 1138.2 ms [2022-04-11 14:42:55 main:574] : INFO : Epoch 1744 | loss: 0.0311368 | val_loss: 0.0311613 | Time: 1133.19 ms [2022-04-11 14:42:56 main:574] : INFO : Epoch 1745 | loss: 0.0311359 | val_loss: 0.0311605 | Time: 1152 ms [2022-04-11 14:42:58 main:574] : INFO : Epoch 1746 | loss: 0.0311344 | val_loss: 0.0311602 | Time: 1132.81 ms [2022-04-11 14:42:59 main:574] : INFO : Epoch 1747 | loss: 0.0311358 | val_loss: 0.0311592 | Time: 1128.42 ms [2022-04-11 14:43:00 main:574] : INFO : Epoch 1748 | loss: 0.031136 | val_loss: 0.0311622 | Time: 1137.97 ms [2022-04-11 14:43:01 main:574] : INFO : Epoch 1749 | loss: 0.0311353 | val_loss: 0.0311588 | Time: 1132.72 ms [2022-04-11 14:43:02 main:574] : INFO : Epoch 1750 | loss: 0.0311433 | val_loss: 0.031163 | Time: 1140.6 ms [2022-04-11 14:43:03 main:574] : INFO : Epoch 1751 | loss: 0.0311394 | val_loss: 0.0311646 | Time: 1133.78 ms [2022-04-11 14:43:04 main:574] : INFO : Epoch 1752 | loss: 0.0311451 | val_loss: 0.0311605 | Time: 1128.43 ms [2022-04-11 14:43:06 main:574] : INFO : Epoch 1753 | loss: 0.0311392 | val_loss: 0.0311632 | Time: 1134.51 ms [2022-04-11 14:43:07 main:574] : INFO : Epoch 1754 | loss: 0.0311375 | val_loss: 0.0311593 | Time: 1138.02 ms [2022-04-11 14:43:08 main:574] : INFO : Epoch 1755 | loss: 0.0311351 | val_loss: 0.0311684 | Time: 1133.84 ms [2022-04-11 14:43:09 main:574] : INFO : Epoch 1756 | loss: 0.0311362 | val_loss: 0.0311664 | Time: 1130.24 ms [2022-04-11 14:43:10 main:574] : INFO : Epoch 1757 | loss: 0.0311379 | val_loss: 0.0311681 | Time: 1138.3 ms [2022-04-11 14:43:11 main:574] : INFO : Epoch 1758 | loss: 0.0311355 | val_loss: 0.0311589 | Time: 1140.19 ms [2022-04-11 14:43:12 main:574] : INFO : Epoch 1759 | loss: 0.0311356 | val_loss: 0.0311645 | Time: 1130.5 ms [2022-04-11 14:43:14 main:574] : INFO : Epoch 1760 | loss: 0.0311372 | val_loss: 0.0311591 | Time: 1133.01 ms [2022-04-11 14:43:15 main:574] : INFO : Epoch 1761 | loss: 0.0311366 | val_loss: 0.0311642 | Time: 1142.23 ms [2022-04-11 14:43:16 main:574] : INFO : Epoch 1762 | loss: 0.0311346 | val_loss: 0.0311646 | Time: 1129.46 ms [2022-04-11 14:43:17 main:574] : INFO : Epoch 1763 | loss: 0.0311339 | val_loss: 0.031161 | Time: 1130.45 ms [2022-04-11 14:43:18 main:574] : INFO : Epoch 1764 | loss: 0.0311358 | val_loss: 0.0311735 | Time: 1144.08 ms [2022-04-11 14:43:19 main:574] : INFO : Epoch 1765 | loss: 0.0311328 | val_loss: 0.0311632 | Time: 1133.77 ms [2022-04-11 14:43:20 main:574] : INFO : Epoch 1766 | loss: 0.0311332 | val_loss: 0.0311673 | Time: 1139.33 ms [2022-04-11 14:43:22 main:574] : INFO : Epoch 1767 | loss: 0.031133 | val_loss: 0.0311631 | Time: 1124.74 ms [2022-04-11 14:43:23 main:574] : INFO : Epoch 1768 | loss: 0.0311362 | val_loss: 0.031183 | Time: 1132.01 ms [2022-04-11 14:43:24 main:574] : INFO : Epoch 1769 | loss: 0.0311353 | val_loss: 0.0311694 | Time: 1137.83 ms [2022-04-11 14:43:25 main:574] : INFO : Epoch 1770 | loss: 0.0311356 | val_loss: 0.031164 | Time: 1142.12 ms [2022-04-11 14:43:26 main:574] : INFO : Epoch 1771 | loss: 0.0311381 | val_loss: 0.0311615 | Time: 1141.46 ms [2022-04-11 14:43:27 main:574] : INFO : Epoch 1772 | loss: 0.0311341 | val_loss: 0.0311635 | Time: 1135.9 ms [2022-04-11 14:43:28 main:574] : INFO : Epoch 1773 | loss: 0.0311335 | val_loss: 0.0311624 | Time: 1135.72 ms [2022-04-11 14:43:30 main:574] : INFO : Epoch 1774 | loss: 0.0311328 | val_loss: 0.0311645 | Time: 1140.3 ms [2022-04-11 14:43:31 main:574] : INFO : Epoch 1775 | loss: 0.0311314 | val_loss: 0.0311654 | Time: 1131.72 ms [2022-04-11 14:43:32 main:574] : INFO : Epoch 1776 | loss: 0.0311338 | val_loss: 0.0311696 | Time: 1149.1 ms [2022-04-11 14:43:33 main:574] : INFO : Epoch 1777 | loss: 0.0311324 | val_loss: 0.0311645 | Time: 1132.63 ms [2022-04-11 14:43:34 main:574] : INFO : Epoch 1778 | loss: 0.0311331 | val_loss: 0.0311672 | Time: 1127.9 ms [2022-04-11 14:43:35 main:574] : INFO : Epoch 1779 | loss: 0.0311378 | val_loss: 0.0311763 | Time: 1129.45 ms [2022-04-11 14:43:36 main:574] : INFO : Epoch 1780 | loss: 0.0311398 | val_loss: 0.031168 | Time: 1132.65 ms [2022-04-11 14:43:38 main:574] : INFO : Epoch 1781 | loss: 0.0311354 | val_loss: 0.0311644 | Time: 1136.68 ms [2022-04-11 14:43:39 main:574] : INFO : Epoch 1782 | loss: 0.0311343 | val_loss: 0.0311697 | Time: 1146.92 ms [2022-04-11 14:43:40 main:574] : INFO : Epoch 1783 | loss: 0.0311353 | val_loss: 0.031163 | Time: 1135.33 ms [2022-04-11 14:43:41 main:574] : INFO : Epoch 1784 | loss: 0.0311362 | val_loss: 0.0311633 | Time: 1140 ms [2022-04-11 14:43:42 main:574] : INFO : Epoch 1785 | loss: 0.0311353 | val_loss: 0.0311658 | Time: 1138.37 ms [2022-04-11 14:43:43 main:574] : INFO : Epoch 1786 | loss: 0.031135 | val_loss: 0.0311626 | Time: 1141.57 ms [2022-04-11 14:43:44 main:574] : INFO : Epoch 1787 | loss: 0.0311352 | val_loss: 0.0311683 | Time: 1139.41 ms [2022-04-11 14:43:46 main:574] : INFO : Epoch 1788 | loss: 0.0311334 | val_loss: 0.0311686 | Time: 1145.14 ms [2022-04-11 14:43:47 main:574] : INFO : Epoch 1789 | loss: 0.0311338 | val_loss: 0.0311623 | Time: 1131.42 ms [2022-04-11 14:43:48 main:574] : INFO : Epoch 1790 | loss: 0.0311313 | val_loss: 0.03117 | Time: 1115.97 ms [2022-04-11 14:43:49 main:574] : INFO : Epoch 1791 | loss: 0.031131 | val_loss: 0.0311672 | Time: 1133.02 ms [2022-04-11 14:43:50 main:574] : INFO : Epoch 1792 | loss: 0.0311322 | val_loss: 0.0311689 | Time: 1134.41 ms [2022-04-11 14:43:51 main:574] : INFO : Epoch 1793 | loss: 0.0311307 | val_loss: 0.0311662 | Time: 1142.03 ms [2022-04-11 14:43:52 main:574] : INFO : Epoch 1794 | loss: 0.0311289 | val_loss: 0.0311621 | Time: 1142.31 ms [2022-04-11 14:43:54 main:574] : INFO : Epoch 1795 | loss: 0.0311296 | val_loss: 0.031168 | Time: 1137.44 ms [2022-04-11 14:43:55 main:574] : INFO : Epoch 1796 | loss: 0.0311288 | val_loss: 0.0311712 | Time: 1136.1 ms [2022-04-11 14:43:56 main:574] : INFO : Epoch 1797 | loss: 0.0311304 | val_loss: 0.0311675 | Time: 1130.92 ms [2022-04-11 14:43:57 main:574] : INFO : Epoch 1798 | loss: 0.0311309 | val_loss: 0.0311653 | Time: 1149.26 ms [2022-04-11 14:43:58 main:574] : INFO : Epoch 1799 | loss: 0.0311318 | val_loss: 0.0311658 | Time: 1128.98 ms [2022-04-11 14:43:59 main:574] : INFO : Epoch 1800 | loss: 0.0311344 | val_loss: 0.0311802 | Time: 1135.84 ms [2022-04-11 14:44:00 main:574] : INFO : Epoch 1801 | loss: 0.0311327 | val_loss: 0.0311726 | Time: 1135.85 ms [2022-04-11 14:44:02 main:574] : INFO : Epoch 1802 | loss: 0.0311322 | val_loss: 0.0311723 | Time: 1134.39 ms [2022-04-11 14:44:03 main:574] : INFO : Epoch 1803 | loss: 0.0311316 | val_loss: 0.0311644 | Time: 1134.88 ms [2022-04-11 14:44:04 main:574] : INFO : Epoch 1804 | loss: 0.0311364 | val_loss: 0.0311836 | Time: 1133.43 ms [2022-04-11 14:44:05 main:574] : INFO : Epoch 1805 | loss: 0.0311441 | val_loss: 0.0311683 | Time: 1133.64 ms [2022-04-11 14:44:06 main:574] : INFO : Epoch 1806 | loss: 0.0311374 | val_loss: 0.0311628 | Time: 1139.37 ms [2022-04-11 14:44:07 main:574] : INFO : Epoch 1807 | loss: 0.0311349 | val_loss: 0.0311759 | Time: 1139.63 ms [2022-04-11 14:44:08 main:574] : INFO : Epoch 1808 | loss: 0.0311377 | val_loss: 0.0311712 | Time: 1138.86 ms [2022-04-11 14:44:20 main:574] : INFO : Epoch 1809 | loss: 0.0311297 | val_loss: 0.0311643 | Time: 11537.1 ms [2022-04-11 14:44:21 main:574] : INFO : Epoch 1810 | loss: 0.0311283 | val_loss: 0.0311662 | Time: 1130.13 ms [2022-04-11 14:44:22 main:574] : INFO : Epoch 1811 | loss: 0.031132 | val_loss: 0.0311627 | Time: 1135.19 ms [2022-04-11 14:44:23 main:574] : INFO : Epoch 1812 | loss: 0.031133 | val_loss: 0.031168 | Time: 1124.9 ms [2022-04-11 14:44:24 main:574] : INFO : Epoch 1813 | loss: 0.0311309 | val_loss: 0.0311637 | Time: 1132.92 ms [2022-04-11 14:44:26 main:574] : INFO : Epoch 1814 | loss: 0.0311343 | val_loss: 0.0311647 | Time: 1132.86 ms [2022-04-11 14:44:27 main:574] : INFO : Epoch 1815 | loss: 0.0311358 | val_loss: 0.0311663 | Time: 1134.76 ms [2022-04-11 14:44:28 main:574] : INFO : Epoch 1816 | loss: 0.0311381 | val_loss: 0.0311621 | Time: 1144.25 ms [2022-04-11 14:44:29 main:574] : INFO : Epoch 1817 | loss: 0.0311363 | val_loss: 0.031164 | Time: 1141.07 ms [2022-04-11 14:44:30 main:574] : INFO : Epoch 1818 | loss: 0.0311342 | val_loss: 0.0311594 | Time: 1125.17 ms [2022-04-11 14:44:31 main:574] : INFO : Epoch 1819 | loss: 0.0311326 | val_loss: 0.0311694 | Time: 1138.18 ms [2022-04-11 14:44:32 main:574] : INFO : Epoch 1820 | loss: 0.0311315 | val_loss: 0.0311696 | Time: 1138.05 ms [2022-04-11 14:44:34 main:574] : INFO : Epoch 1821 | loss: 0.0311317 | val_loss: 0.0311651 | Time: 1124.81 ms [2022-04-11 14:44:35 main:574] : INFO : Epoch 1822 | loss: 0.0311363 | val_loss: 0.0311647 | Time: 1125.49 ms [2022-04-11 14:44:36 main:574] : INFO : Epoch 1823 | loss: 0.0311326 | val_loss: 0.0311638 | Time: 1127.99 ms [2022-04-11 14:44:37 main:574] : INFO : Epoch 1824 | loss: 0.0311307 | val_loss: 0.0311664 | Time: 1137.5 ms [2022-04-11 14:44:38 main:574] : INFO : Epoch 1825 | loss: 0.0311318 | val_loss: 0.0311635 | Time: 1133.79 ms [2022-04-11 14:44:39 main:574] : INFO : Epoch 1826 | loss: 0.0311348 | val_loss: 0.0311667 | Time: 1129.73 ms [2022-04-11 14:44:40 main:574] : INFO : Epoch 1827 | loss: 0.0311302 | val_loss: 0.0311646 | Time: 1123.24 ms [2022-04-11 14:44:42 main:574] : INFO : Epoch 1828 | loss: 0.0311307 | val_loss: 0.0311629 | Time: 1130.97 ms [2022-04-11 14:44:43 main:574] : INFO : Epoch 1829 | loss: 0.0311348 | val_loss: 0.0311686 | Time: 1132.94 ms [2022-04-11 14:44:44 main:574] : INFO : Epoch 1830 | loss: 0.0311361 | val_loss: 0.031167 | Time: 1149.33 ms [2022-04-11 14:44:45 main:574] : INFO : Epoch 1831 | loss: 0.0311348 | val_loss: 0.0311609 | Time: 1136.02 ms [2022-04-11 14:44:46 main:574] : INFO : Epoch 1832 | loss: 0.0311312 | val_loss: 0.0311671 | Time: 1131.58 ms [2022-04-11 14:44:47 main:574] : INFO : Epoch 1833 | loss: 0.0311303 | val_loss: 0.0311628 | Time: 1124.58 ms [2022-04-11 14:44:48 main:574] : INFO : Epoch 1834 | loss: 0.0311288 | val_loss: 0.0311661 | Time: 1129.28 ms [2022-04-11 14:44:50 main:574] : INFO : Epoch 1835 | loss: 0.0311324 | val_loss: 0.0311644 | Time: 1146.91 ms [2022-04-11 14:44:51 main:574] : INFO : Epoch 1836 | loss: 0.0311312 | val_loss: 0.031166 | Time: 1131.67 ms [2022-04-11 14:44:52 main:574] : INFO : Epoch 1837 | loss: 0.0311295 | val_loss: 0.0311688 | Time: 1124.2 ms [2022-04-11 14:44:53 main:574] : INFO : Epoch 1838 | loss: 0.0311289 | val_loss: 0.0311701 | Time: 1133.79 ms [2022-04-11 14:44:54 main:574] : INFO : Epoch 1839 | loss: 0.0311325 | val_loss: 0.0311677 | Time: 1134.8 ms [2022-04-11 14:44:55 main:574] : INFO : Epoch 1840 | loss: 0.0311373 | val_loss: 0.0311751 | Time: 1125.32 ms [2022-04-11 14:44:56 main:574] : INFO : Epoch 1841 | loss: 0.0311321 | val_loss: 0.0311661 | Time: 1132.7 ms [2022-04-11 14:44:57 main:574] : INFO : Epoch 1842 | loss: 0.0311283 | val_loss: 0.0311667 | Time: 1139.05 ms [2022-04-11 14:44:59 main:574] : INFO : Epoch 1843 | loss: 0.0311293 | val_loss: 0.0311771 | Time: 1130.42 ms [2022-04-11 14:45:00 main:574] : INFO : Epoch 1844 | loss: 0.0311351 | val_loss: 0.0311656 | Time: 1154.75 ms [2022-04-11 14:45:01 main:574] : INFO : Epoch 1845 | loss: 0.0311344 | val_loss: 0.0311688 | Time: 1137.9 ms [2022-04-11 14:45:02 main:574] : INFO : Epoch 1846 | loss: 0.0311372 | val_loss: 0.0311665 | Time: 1133.61 ms [2022-04-11 14:45:03 main:574] : INFO : Epoch 1847 | loss: 0.031138 | val_loss: 0.0311612 | Time: 1127.14 ms [2022-04-11 14:45:04 main:574] : INFO : Epoch 1848 | loss: 0.0311372 | val_loss: 0.031167 | Time: 1127.47 ms [2022-04-11 14:45:05 main:574] : INFO : Epoch 1849 | loss: 0.0311379 | val_loss: 0.0311675 | Time: 1122.67 ms [2022-04-11 14:45:07 main:574] : INFO : Epoch 1850 | loss: 0.031136 | val_loss: 0.0311631 | Time: 1125.82 ms [2022-04-11 14:45:08 main:574] : INFO : Epoch 1851 | loss: 0.031134 | val_loss: 0.0311639 | Time: 1132.58 ms [2022-04-11 14:45:09 main:574] : INFO : Epoch 1852 | loss: 0.0311304 | val_loss: 0.0311635 | Time: 1129.54 ms [2022-04-11 14:45:10 main:574] : INFO : Epoch 1853 | loss: 0.0311312 | val_loss: 0.0311678 | Time: 1134.82 ms [2022-04-11 14:45:11 main:574] : INFO : Epoch 1854 | loss: 0.0311307 | val_loss: 0.0311645 | Time: 1126.34 ms [2022-04-11 14:45:12 main:574] : INFO : Epoch 1855 | loss: 0.031132 | val_loss: 0.0311618 | Time: 1131.48 ms [2022-04-11 14:45:13 main:574] : INFO : Epoch 1856 | loss: 0.0311348 | val_loss: 0.0311645 | Time: 1130.85 ms [2022-04-11 14:45:15 main:574] : INFO : Epoch 1857 | loss: 0.0311361 | val_loss: 0.0311691 | Time: 1115.71 ms [2022-04-11 14:45:16 main:574] : INFO : Epoch 1858 | loss: 0.0311352 | val_loss: 0.0311649 | Time: 1124.14 ms [2022-04-11 14:45:17 main:574] : INFO : Epoch 1859 | loss: 0.0311343 | val_loss: 0.0311642 | Time: 1131.23 ms [2022-04-11 14:45:18 main:574] : INFO : Epoch 1860 | loss: 0.0311366 | val_loss: 0.0311652 | Time: 1132.78 ms [2022-04-11 14:45:19 main:574] : INFO : Epoch 1861 | loss: 0.0311366 | val_loss: 0.0311638 | Time: 1133.81 ms [2022-04-11 14:45:20 main:574] : INFO : Epoch 1862 | loss: 0.0311323 | val_loss: 0.0311686 | Time: 1132.06 ms [2022-04-11 14:45:21 main:574] : INFO : Epoch 1863 | loss: 0.031133 | val_loss: 0.0311699 | Time: 1118.72 ms [2022-04-11 14:45:22 main:574] : INFO : Epoch 1864 | loss: 0.0311314 | val_loss: 0.031166 | Time: 1132.6 ms [2022-04-11 14:45:24 main:574] : INFO : Epoch 1865 | loss: 0.0311339 | val_loss: 0.0311625 | Time: 1126.97 ms [2022-04-11 14:45:25 main:574] : INFO : Epoch 1866 | loss: 0.0311294 | val_loss: 0.0311638 | Time: 1116.73 ms [2022-04-11 14:45:26 main:574] : INFO : Epoch 1867 | loss: 0.0311335 | val_loss: 0.0311696 | Time: 1125.73 ms [2022-04-11 14:45:27 main:574] : INFO : Epoch 1868 | loss: 0.0311327 | val_loss: 0.0311685 | Time: 1128.96 ms [2022-04-11 14:45:28 main:574] : INFO : Epoch 1869 | loss: 0.0311298 | val_loss: 0.0311633 | Time: 1134.89 ms [2022-04-11 14:45:29 main:574] : INFO : Epoch 1870 | loss: 0.0311283 | val_loss: 0.0311627 | Time: 1123.75 ms [2022-04-11 14:45:30 main:574] : INFO : Epoch 1871 | loss: 0.0311292 | val_loss: 0.0311658 | Time: 1131.37 ms [2022-04-11 14:45:32 main:574] : INFO : Epoch 1872 | loss: 0.0311297 | val_loss: 0.0311664 | Time: 1138.78 ms [2022-04-11 14:45:33 main:574] : INFO : Epoch 1873 | loss: 0.031132 | val_loss: 0.0311712 | Time: 1150.56 ms [2022-04-11 14:45:34 main:574] : INFO : Epoch 1874 | loss: 0.0311324 | val_loss: 0.0311631 | Time: 1127.38 ms [2022-04-11 14:45:35 main:574] : INFO : Epoch 1875 | loss: 0.0311341 | val_loss: 0.0311696 | Time: 1148.12 ms [2022-04-11 14:45:36 main:574] : INFO : Epoch 1876 | loss: 0.0311341 | val_loss: 0.0311639 | Time: 1148.11 ms [2022-04-11 14:45:37 main:574] : INFO : Epoch 1877 | loss: 0.0311308 | val_loss: 0.0311644 | Time: 1147.37 ms [2022-04-11 14:45:38 main:574] : INFO : Epoch 1878 | loss: 0.0311312 | val_loss: 0.0311661 | Time: 1126.54 ms [2022-04-11 14:45:40 main:574] : INFO : Epoch 1879 | loss: 0.0311308 | val_loss: 0.031167 | Time: 1139.11 ms [2022-04-11 14:45:41 main:574] : INFO : Epoch 1880 | loss: 0.0311305 | val_loss: 0.0311696 | Time: 1139.05 ms [2022-04-11 14:45:42 main:574] : INFO : Epoch 1881 | loss: 0.0311318 | val_loss: 0.0311671 | Time: 1134.88 ms [2022-04-11 14:45:43 main:574] : INFO : Epoch 1882 | loss: 0.0311317 | val_loss: 0.0311666 | Time: 1135.4 ms [2022-04-11 14:45:44 main:574] : INFO : Epoch 1883 | loss: 0.0311333 | val_loss: 0.0311663 | Time: 1134.12 ms [2022-04-11 14:45:45 main:574] : INFO : Epoch 1884 | loss: 0.0311309 | val_loss: 0.0311633 | Time: 1136.24 ms [2022-04-11 14:45:46 main:574] : INFO : Epoch 1885 | loss: 0.0311334 | val_loss: 0.0311685 | Time: 1125.8 ms [2022-04-11 14:45:48 main:574] : INFO : Epoch 1886 | loss: 0.031131 | val_loss: 0.0311651 | Time: 1148.41 ms [2022-04-11 14:45:49 main:574] : INFO : Epoch 1887 | loss: 0.0311287 | val_loss: 0.0311679 | Time: 1151.29 ms [2022-04-11 14:45:50 main:574] : INFO : Epoch 1888 | loss: 0.0311302 | val_loss: 0.0311668 | Time: 1146.97 ms [2022-04-11 14:45:51 main:574] : INFO : Epoch 1889 | loss: 0.03113 | val_loss: 0.0311681 | Time: 1137.12 ms [2022-04-11 14:45:52 main:574] : INFO : Epoch 1890 | loss: 0.0311301 | val_loss: 0.0311654 | Time: 1119.59 ms [2022-04-11 14:45:53 main:574] : INFO : Epoch 1891 | loss: 0.0311285 | val_loss: 0.0311685 | Time: 1131.78 ms [2022-04-11 14:45:54 main:574] : INFO : Epoch 1892 | loss: 0.0311281 | val_loss: 0.0311659 | Time: 1148.37 ms [2022-04-11 14:45:56 main:574] : INFO : Epoch 1893 | loss: 0.0311298 | val_loss: 0.0311653 | Time: 1135.24 ms [2022-04-11 14:45:57 main:574] : INFO : Epoch 1894 | loss: 0.0311324 | val_loss: 0.0311637 | Time: 1127.31 ms [2022-04-11 14:45:58 main:574] : INFO : Epoch 1895 | loss: 0.0311337 | val_loss: 0.0311663 | Time: 1134.22 ms [2022-04-11 14:45:59 main:574] : INFO : Epoch 1896 | loss: 0.0311339 | val_loss: 0.0311738 | Time: 1135.2 ms [2022-04-11 14:46:00 main:574] : INFO : Epoch 1897 | loss: 0.0311295 | val_loss: 0.0311703 | Time: 1133.39 ms [2022-04-11 14:46:01 main:574] : INFO : Epoch 1898 | loss: 0.031132 | val_loss: 0.0311705 | Time: 1131.72 ms [2022-04-11 14:46:02 main:574] : INFO : Epoch 1899 | loss: 0.031134 | val_loss: 0.0311634 | Time: 1149.1 ms [2022-04-11 14:46:04 main:574] : INFO : Epoch 1900 | loss: 0.0311326 | val_loss: 0.0311737 | Time: 1127.41 ms [2022-04-11 14:46:05 main:574] : INFO : Epoch 1901 | loss: 0.0311352 | val_loss: 0.0311621 | Time: 1132.42 ms [2022-04-11 14:46:06 main:574] : INFO : Epoch 1902 | loss: 0.0311366 | val_loss: 0.031163 | Time: 1120.41 ms [2022-04-11 14:46:07 main:574] : INFO : Epoch 1903 | loss: 0.0311351 | val_loss: 0.0311637 | Time: 1134.15 ms [2022-04-11 14:46:08 main:574] : INFO : Epoch 1904 | loss: 0.0311345 | val_loss: 0.0311598 | Time: 1144.01 ms [2022-04-11 14:46:09 main:574] : INFO : Epoch 1905 | loss: 0.0311332 | val_loss: 0.0311675 | Time: 1131.11 ms [2022-04-11 14:46:10 main:574] : INFO : Epoch 1906 | loss: 0.0311314 | val_loss: 0.0311641 | Time: 1146.46 ms [2022-04-11 14:46:12 main:574] : INFO : Epoch 1907 | loss: 0.0311338 | val_loss: 0.0311707 | Time: 1155.42 ms [2022-04-11 14:46:13 main:574] : INFO : Epoch 1908 | loss: 0.0311328 | val_loss: 0.0311607 | Time: 1141.15 ms [2022-04-11 14:46:14 main:574] : INFO : Epoch 1909 | loss: 0.0311302 | val_loss: 0.0311628 | Time: 1132.79 ms [2022-04-11 14:46:15 main:574] : INFO : Epoch 1910 | loss: 0.0311326 | val_loss: 0.0311722 | Time: 1139 ms [2022-04-11 14:46:16 main:574] : INFO : Epoch 1911 | loss: 0.0311372 | val_loss: 0.0311664 | Time: 1129.82 ms [2022-04-11 14:46:17 main:574] : INFO : Epoch 1912 | loss: 0.031131 | val_loss: 0.0311606 | Time: 1126.8 ms [2022-04-11 14:46:18 main:574] : INFO : Epoch 1913 | loss: 0.0311293 | val_loss: 0.0311693 | Time: 1150.67 ms [2022-04-11 14:46:20 main:574] : INFO : Epoch 1914 | loss: 0.0311393 | val_loss: 0.0311773 | Time: 1121.35 ms [2022-04-11 14:46:21 main:574] : INFO : Epoch 1915 | loss: 0.031136 | val_loss: 0.0311697 | Time: 1136.92 ms [2022-04-11 14:46:22 main:574] : INFO : Epoch 1916 | loss: 0.0311432 | val_loss: 0.0311664 | Time: 1128.52 ms [2022-04-11 14:46:23 main:574] : INFO : Epoch 1917 | loss: 0.0311491 | val_loss: 0.0311638 | Time: 1157.61 ms [2022-04-11 14:46:24 main:574] : INFO : Epoch 1918 | loss: 0.0311443 | val_loss: 0.031163 | Time: 1181.23 ms [2022-04-11 14:46:25 main:574] : INFO : Epoch 1919 | loss: 0.0311411 | val_loss: 0.0311682 | Time: 1214.26 ms [2022-04-11 14:46:27 main:574] : INFO : Epoch 1920 | loss: 0.0311384 | val_loss: 0.0311663 | Time: 1136.17 ms [2022-04-11 14:46:28 main:574] : INFO : Epoch 1921 | loss: 0.0311381 | val_loss: 0.031163 | Time: 1136.72 ms [2022-04-11 14:46:29 main:574] : INFO : Epoch 1922 | loss: 0.0311377 | val_loss: 0.0311668 | Time: 1132.93 ms [2022-04-11 14:46:30 main:574] : INFO : Epoch 1923 | loss: 0.0311349 | val_loss: 0.0311597 | Time: 1133.43 ms [2022-04-11 14:46:31 main:574] : INFO : Epoch 1924 | loss: 0.031136 | val_loss: 0.0311605 | Time: 1126.56 ms [2022-04-11 14:46:32 main:574] : INFO : Epoch 1925 | loss: 0.0311342 | val_loss: 0.0311636 | Time: 1129.31 ms [2022-04-11 14:46:33 main:574] : INFO : Epoch 1926 | loss: 0.031135 | val_loss: 0.0311681 | Time: 1130.55 ms [2022-04-11 14:46:35 main:574] : INFO : Epoch 1927 | loss: 0.031137 | val_loss: 0.0311645 | Time: 1134.23 ms [2022-04-11 14:46:36 main:574] : INFO : Epoch 1928 | loss: 0.0311361 | val_loss: 0.0311632 | Time: 1134.45 ms [2022-04-11 14:46:37 main:574] : INFO : Epoch 1929 | loss: 0.0311308 | val_loss: 0.0311604 | Time: 1140.22 ms [2022-04-11 14:46:38 main:574] : INFO : Epoch 1930 | loss: 0.0311294 | val_loss: 0.0311685 | Time: 1131.96 ms [2022-04-11 14:46:39 main:574] : INFO : Epoch 1931 | loss: 0.031132 | val_loss: 0.0311655 | Time: 1136.24 ms [2022-04-11 14:46:40 main:574] : INFO : Epoch 1932 | loss: 0.0311334 | val_loss: 0.0311707 | Time: 1145.06 ms [2022-04-11 14:46:41 main:574] : INFO : Epoch 1933 | loss: 0.0311319 | val_loss: 0.0311678 | Time: 1129.47 ms [2022-04-11 14:46:43 main:574] : INFO : Epoch 1934 | loss: 0.0311318 | val_loss: 0.0311702 | Time: 1120.63 ms [2022-04-11 14:46:44 main:574] : INFO : Epoch 1935 | loss: 0.0311312 | val_loss: 0.0311653 | Time: 1127.9 ms [2022-04-11 14:46:45 main:574] : INFO : Epoch 1936 | loss: 0.0311286 | val_loss: 0.0311627 | Time: 1129.95 ms [2022-04-11 14:46:46 main:574] : INFO : Epoch 1937 | loss: 0.0311305 | val_loss: 0.0311631 | Time: 1143.67 ms [2022-04-11 14:46:47 main:574] : INFO : Epoch 1938 | loss: 0.0311282 | val_loss: 0.031166 | Time: 1133.46 ms [2022-04-11 14:46:48 main:574] : INFO : Epoch 1939 | loss: 0.0311277 | val_loss: 0.0311706 | Time: 1149.35 ms [2022-04-11 14:46:49 main:574] : INFO : Epoch 1940 | loss: 0.0311344 | val_loss: 0.0311669 | Time: 1147.01 ms [2022-04-11 14:46:51 main:574] : INFO : Epoch 1941 | loss: 0.0311319 | val_loss: 0.0311634 | Time: 1131.51 ms [2022-04-11 14:46:52 main:574] : INFO : Epoch 1942 | loss: 0.0311304 | val_loss: 0.031172 | Time: 1135.88 ms [2022-04-11 14:46:53 main:574] : INFO : Epoch 1943 | loss: 0.0311306 | val_loss: 0.0311673 | Time: 1139.22 ms [2022-04-11 14:46:54 main:574] : INFO : Epoch 1944 | loss: 0.0311303 | val_loss: 0.0311676 | Time: 1140.42 ms [2022-04-11 14:46:55 main:574] : INFO : Epoch 1945 | loss: 0.031129 | val_loss: 0.0311646 | Time: 1133.33 ms [2022-04-11 14:46:56 main:574] : INFO : Epoch 1946 | loss: 0.0311305 | val_loss: 0.031165 | Time: 1127.29 ms [2022-04-11 14:46:57 main:574] : INFO : Epoch 1947 | loss: 0.031131 | val_loss: 0.0311639 | Time: 1156.44 ms [2022-04-11 14:46:59 main:574] : INFO : Epoch 1948 | loss: 0.031129 | val_loss: 0.0311636 | Time: 1128.19 ms [2022-04-11 14:47:00 main:574] : INFO : Epoch 1949 | loss: 0.0311299 | val_loss: 0.0311689 | Time: 1160.35 ms [2022-04-11 14:47:01 main:574] : INFO : Epoch 1950 | loss: 0.0311295 | val_loss: 0.0311659 | Time: 1146.12 ms [2022-04-11 14:47:02 main:574] : INFO : Epoch 1951 | loss: 0.0311324 | val_loss: 0.0311659 | Time: 1138 ms [2022-04-11 14:47:03 main:574] : INFO : Epoch 1952 | loss: 0.0311348 | val_loss: 0.0311603 | Time: 1128.94 ms [2022-04-11 14:47:04 main:574] : INFO : Epoch 1953 | loss: 0.03113 | val_loss: 0.031161 | Time: 1134.28 ms [2022-04-11 14:47:05 main:574] : INFO : Epoch 1954 | loss: 0.0311314 | val_loss: 0.0311707 | Time: 1130.2 ms [2022-04-11 14:47:07 main:574] : INFO : Epoch 1955 | loss: 0.0311415 | val_loss: 0.0311603 | Time: 1125.62 ms [2022-04-11 14:47:08 main:574] : INFO : Epoch 1956 | loss: 0.031143 | val_loss: 0.0311654 | Time: 1131.74 ms [2022-04-11 14:47:09 main:574] : INFO : Epoch 1957 | loss: 0.031142 | val_loss: 0.0311626 | Time: 1148.1 ms [2022-04-11 14:47:10 main:574] : INFO : Epoch 1958 | loss: 0.0311407 | val_loss: 0.0311623 | Time: 1127.6 ms [2022-04-11 14:47:11 main:574] : INFO : Epoch 1959 | loss: 0.0311382 | val_loss: 0.0311659 | Time: 1129.58 ms [2022-04-11 14:47:12 main:574] : INFO : Epoch 1960 | loss: 0.0311387 | val_loss: 0.0311583 | Time: 1131.45 ms [2022-04-11 14:47:13 main:574] : INFO : Epoch 1961 | loss: 0.0311384 | val_loss: 0.0311645 | Time: 1131.19 ms [2022-04-11 14:47:14 main:574] : INFO : Epoch 1962 | loss: 0.0311366 | val_loss: 0.0311701 | Time: 1125.28 ms [2022-04-11 14:47:16 main:574] : INFO : Epoch 1963 | loss: 0.031137 | val_loss: 0.0311666 | Time: 1141.95 ms [2022-04-11 14:47:17 main:574] : INFO : Epoch 1964 | loss: 0.0311337 | val_loss: 0.0311662 | Time: 1147.1 ms [2022-04-11 14:47:18 main:574] : INFO : Epoch 1965 | loss: 0.0311329 | val_loss: 0.0311737 | Time: 1134.75 ms [2022-04-11 14:47:19 main:574] : INFO : Epoch 1966 | loss: 0.0311313 | val_loss: 0.0311739 | Time: 1125.77 ms [2022-04-11 14:47:20 main:574] : INFO : Epoch 1967 | loss: 0.0311306 | val_loss: 0.0311666 | Time: 1145.15 ms [2022-04-11 14:47:21 main:574] : INFO : Epoch 1968 | loss: 0.0311313 | val_loss: 0.0311694 | Time: 1135.37 ms [2022-04-11 14:47:22 main:574] : INFO : Epoch 1969 | loss: 0.0311314 | val_loss: 0.0311716 | Time: 1133.5 ms [2022-04-11 14:47:24 main:574] : INFO : Epoch 1970 | loss: 0.0311348 | val_loss: 0.0311708 | Time: 1131.45 ms [2022-04-11 14:47:25 main:574] : INFO : Epoch 1971 | loss: 0.0311322 | val_loss: 0.0311703 | Time: 1129.51 ms [2022-04-11 14:47:26 main:574] : INFO : Epoch 1972 | loss: 0.0311274 | val_loss: 0.0311722 | Time: 1139.72 ms [2022-04-11 14:47:27 main:574] : INFO : Epoch 1973 | loss: 0.0311283 | val_loss: 0.0311681 | Time: 1132.37 ms [2022-04-11 14:47:28 main:574] : INFO : Epoch 1974 | loss: 0.0311315 | val_loss: 0.0311684 | Time: 1131.72 ms [2022-04-11 14:47:29 main:574] : INFO : Epoch 1975 | loss: 0.0311317 | val_loss: 0.0311669 | Time: 1133.9 ms [2022-04-11 14:47:30 main:574] : INFO : Epoch 1976 | loss: 0.0311315 | val_loss: 0.0311643 | Time: 1120.71 ms [2022-04-11 14:47:32 main:574] : INFO : Epoch 1977 | loss: 0.0311308 | val_loss: 0.0311746 | Time: 1148.06 ms [2022-04-11 14:47:33 main:574] : INFO : Epoch 1978 | loss: 0.0311303 | val_loss: 0.0311702 | Time: 1134.37 ms [2022-04-11 14:47:34 main:574] : INFO : Epoch 1979 | loss: 0.0311283 | val_loss: 0.0311705 | Time: 1139.59 ms [2022-04-11 14:47:35 main:574] : INFO : Epoch 1980 | loss: 0.0311284 | val_loss: 0.0311678 | Time: 1128.33 ms [2022-04-11 14:47:36 main:574] : INFO : Epoch 1981 | loss: 0.0311286 | val_loss: 0.0311692 | Time: 1131.47 ms [2022-04-11 14:47:37 main:574] : INFO : Epoch 1982 | loss: 0.0311289 | val_loss: 0.031166 | Time: 1171.62 ms [2022-04-11 14:47:38 main:574] : INFO : Epoch 1983 | loss: 0.0311308 | val_loss: 0.0311677 | Time: 1139.67 ms [2022-04-11 14:47:40 main:574] : INFO : Epoch 1984 | loss: 0.0311279 | val_loss: 0.0311634 | Time: 1134.12 ms [2022-04-11 14:47:41 main:574] : INFO : Epoch 1985 | loss: 0.0311266 | val_loss: 0.0311642 | Time: 1151.04 ms [2022-04-11 14:47:42 main:574] : INFO : Epoch 1986 | loss: 0.0311265 | val_loss: 0.0311632 | Time: 1130.25 ms [2022-04-11 14:47:43 main:574] : INFO : Epoch 1987 | loss: 0.0311257 | val_loss: 0.0311643 | Time: 1140.53 ms [2022-04-11 14:47:44 main:574] : INFO : Epoch 1988 | loss: 0.0311302 | val_loss: 0.031165 | Time: 1144.22 ms [2022-04-11 14:47:45 main:574] : INFO : Epoch 1989 | loss: 0.0311318 | val_loss: 0.031166 | Time: 1143.58 ms [2022-04-11 14:47:46 main:574] : INFO : Epoch 1990 | loss: 0.0311315 | val_loss: 0.031163 | Time: 1138.61 ms [2022-04-11 14:47:48 main:574] : INFO : Epoch 1991 | loss: 0.0311335 | val_loss: 0.0311595 | Time: 1136.09 ms [2022-04-11 14:47:49 main:574] : INFO : Epoch 1992 | loss: 0.031131 | val_loss: 0.0311617 | Time: 1141.72 ms [2022-04-11 14:47:50 main:574] : INFO : Epoch 1993 | loss: 0.0311341 | val_loss: 0.0311689 | Time: 1134.11 ms [2022-04-11 14:47:51 main:574] : INFO : Epoch 1994 | loss: 0.0311338 | val_loss: 0.031166 | Time: 1127.47 ms [2022-04-11 14:47:52 main:574] : INFO : Epoch 1995 | loss: 0.0311318 | val_loss: 0.0311696 | Time: 1131.17 ms [2022-04-11 14:47:53 main:574] : INFO : Epoch 1996 | loss: 0.0311317 | val_loss: 0.0311724 | Time: 1132.83 ms [2022-04-11 14:47:54 main:574] : INFO : Epoch 1997 | loss: 0.0311296 | val_loss: 0.0311634 | Time: 1122.73 ms [2022-04-11 14:47:56 main:574] : INFO : Epoch 1998 | loss: 0.0311282 | val_loss: 0.0311689 | Time: 1138.22 ms [2022-04-11 14:47:57 main:574] : INFO : Epoch 1999 | loss: 0.0311284 | val_loss: 0.0311661 | Time: 1131.33 ms [2022-04-11 14:47:58 main:574] : INFO : Epoch 2000 | loss: 0.0311285 | val_loss: 0.0311635 | Time: 1136.9 ms [2022-04-11 14:47:59 main:574] : INFO : Epoch 2001 | loss: 0.0311322 | val_loss: 0.0311619 | Time: 1137.29 ms [2022-04-11 14:48:00 main:574] : INFO : Epoch 2002 | loss: 0.0311312 | val_loss: 0.031169 | Time: 1137.73 ms [2022-04-11 14:48:01 main:574] : INFO : Epoch 2003 | loss: 0.0311281 | val_loss: 0.0311653 | Time: 1131.99 ms [2022-04-11 14:48:02 main:574] : INFO : Epoch 2004 | loss: 0.031128 | val_loss: 0.0311649 | Time: 1133.46 ms [2022-04-11 14:48:04 main:574] : INFO : Epoch 2005 | loss: 0.0311288 | val_loss: 0.0311633 | Time: 1130.64 ms [2022-04-11 14:48:05 main:574] : INFO : Epoch 2006 | loss: 0.0311372 | val_loss: 0.0311641 | Time: 1130.31 ms [2022-04-11 14:48:06 main:574] : INFO : Epoch 2007 | loss: 0.0311358 | val_loss: 0.031164 | Time: 1134.36 ms [2022-04-11 14:48:07 main:574] : INFO : Epoch 2008 | loss: 0.0311309 | val_loss: 0.0311682 | Time: 1133.17 ms [2022-04-11 14:48:08 main:574] : INFO : Epoch 2009 | loss: 0.0311319 | val_loss: 0.0311763 | Time: 1140.1 ms [2022-04-11 14:48:09 main:574] : INFO : Epoch 2010 | loss: 0.0311292 | val_loss: 0.0311779 | Time: 1133.67 ms [2022-04-11 14:48:10 main:574] : INFO : Epoch 2011 | loss: 0.031132 | val_loss: 0.0311661 | Time: 1123.91 ms [2022-04-11 14:48:12 main:574] : INFO : Epoch 2012 | loss: 0.0311337 | val_loss: 0.0311678 | Time: 1128.58 ms [2022-04-11 14:48:13 main:574] : INFO : Epoch 2013 | loss: 0.0311299 | val_loss: 0.0311669 | Time: 1142.93 ms [2022-04-11 14:48:14 main:574] : INFO : Epoch 2014 | loss: 0.0311308 | val_loss: 0.0311724 | Time: 1137.62 ms [2022-04-11 14:48:15 main:574] : INFO : Epoch 2015 | loss: 0.0311307 | val_loss: 0.0311647 | Time: 1133.01 ms [2022-04-11 14:48:16 main:574] : INFO : Epoch 2016 | loss: 0.0311278 | val_loss: 0.0311625 | Time: 1134.42 ms [2022-04-11 14:48:17 main:574] : INFO : Epoch 2017 | loss: 0.0311252 | val_loss: 0.0311688 | Time: 1130.71 ms [2022-04-11 14:48:18 main:574] : INFO : Epoch 2018 | loss: 0.0311258 | val_loss: 0.0311708 | Time: 1143.73 ms [2022-04-11 14:48:20 main:574] : INFO : Epoch 2019 | loss: 0.0311256 | val_loss: 0.0311755 | Time: 1140.27 ms [2022-04-11 14:48:21 main:574] : INFO : Epoch 2020 | loss: 0.0311292 | val_loss: 0.0311658 | Time: 1139.48 ms [2022-04-11 14:48:22 main:574] : INFO : Epoch 2021 | loss: 0.0311329 | val_loss: 0.0311692 | Time: 1144.82 ms [2022-04-11 14:48:23 main:574] : INFO : Epoch 2022 | loss: 0.0311323 | val_loss: 0.0311668 | Time: 1132.11 ms [2022-04-11 14:48:24 main:574] : INFO : Epoch 2023 | loss: 0.0311297 | val_loss: 0.031165 | Time: 1141.58 ms [2022-04-11 14:48:25 main:574] : INFO : Epoch 2024 | loss: 0.0311305 | val_loss: 0.0311717 | Time: 1137.19 ms [2022-04-11 14:48:26 main:574] : INFO : Epoch 2025 | loss: 0.0311274 | val_loss: 0.0311694 | Time: 1131.56 ms [2022-04-11 14:48:28 main:574] : INFO : Epoch 2026 | loss: 0.0311264 | val_loss: 0.0311617 | Time: 1133.91 ms [2022-04-11 14:48:29 main:574] : INFO : Epoch 2027 | loss: 0.0311246 | val_loss: 0.0311632 | Time: 1140.01 ms [2022-04-11 14:48:30 main:574] : INFO : Epoch 2028 | loss: 0.0311233 | val_loss: 0.031168 | Time: 1130.11 ms [2022-04-11 14:48:31 main:574] : INFO : Epoch 2029 | loss: 0.0311232 | val_loss: 0.0311694 | Time: 1139.1 ms [2022-04-11 14:48:32 main:574] : INFO : Epoch 2030 | loss: 0.0311219 | val_loss: 0.0311711 | Time: 1135.69 ms [2022-04-11 14:48:33 main:574] : INFO : Epoch 2031 | loss: 0.0311207 | val_loss: 0.031168 | Time: 1154.78 ms [2022-04-11 14:48:34 main:574] : INFO : Epoch 2032 | loss: 0.0311204 | val_loss: 0.0311673 | Time: 1132.37 ms [2022-04-11 14:48:36 main:574] : INFO : Epoch 2033 | loss: 0.0311212 | val_loss: 0.0311692 | Time: 1133.52 ms [2022-04-11 14:48:37 main:574] : INFO : Epoch 2034 | loss: 0.0311279 | val_loss: 0.03117 | Time: 1138.55 ms [2022-04-11 14:48:38 main:574] : INFO : Epoch 2035 | loss: 0.0311295 | val_loss: 0.031166 | Time: 1139.27 ms [2022-04-11 14:48:39 main:574] : INFO : Epoch 2036 | loss: 0.0311285 | val_loss: 0.0311622 | Time: 1131.6 ms [2022-04-11 14:48:40 main:574] : INFO : Epoch 2037 | loss: 0.0311267 | val_loss: 0.0311694 | Time: 1143.81 ms [2022-04-11 14:48:41 main:574] : INFO : Epoch 2038 | loss: 0.0311256 | val_loss: 0.0311695 | Time: 1129.33 ms [2022-04-11 14:48:42 main:574] : INFO : Epoch 2039 | loss: 0.0311269 | val_loss: 0.0311686 | Time: 1147.37 ms [2022-04-11 14:48:44 main:574] : INFO : Epoch 2040 | loss: 0.0311266 | val_loss: 0.0311748 | Time: 1131.71 ms [2022-04-11 14:48:45 main:574] : INFO : Epoch 2041 | loss: 0.0311516 | val_loss: 0.031166 | Time: 1132.84 ms [2022-04-11 14:48:46 main:574] : INFO : Epoch 2042 | loss: 0.0311523 | val_loss: 0.0311687 | Time: 1143.81 ms [2022-04-11 14:48:47 main:574] : INFO : Epoch 2043 | loss: 0.0311442 | val_loss: 0.0311645 | Time: 1134.73 ms [2022-04-11 14:48:48 main:574] : INFO : Epoch 2044 | loss: 0.0311445 | val_loss: 0.0311655 | Time: 1129.39 ms [2022-04-11 14:48:49 main:574] : INFO : Epoch 2045 | loss: 0.0311443 | val_loss: 0.0311669 | Time: 1132.63 ms [2022-04-11 14:48:50 main:574] : INFO : Epoch 2046 | loss: 0.0311387 | val_loss: 0.0311679 | Time: 1133.27 ms [2022-04-11 14:48:52 main:574] : INFO : Epoch 2047 | loss: 0.0311362 | val_loss: 0.0311741 | Time: 1135.8 ms [2022-04-11 14:48:53 main:574] : INFO : Epoch 2048 | loss: 0.0311328 | val_loss: 0.0311672 | Time: 1129.53 ms [2022-04-11 14:48:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311672 [2022-04-11 14:48:53 main:603] : INFO : Saving end state to config to file [2022-04-11 14:48:53 main:608] : INFO : Success, exiting.. 14:48:53 (20884): 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)