Task 14597598
| Name | ParityModified-1647046159-17010-2-0_0 |
| Workunit | 11618563 |
| Created | 11 Apr 2022, 20:17:17 UTC |
| Sent | 11 Apr 2022, 20:17:59 UTC |
| Report deadline | 19 Apr 2022, 20:17:59 UTC |
| Received | 11 Apr 2022, 21:29:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 8 sec |
| CPU time | 38 min 40 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> 15:19:26 main:574] : INFO : Epoch 1542 | loss: 0.0312041 | val_loss: 0.0312019 | Time: 1139.79 ms [2022-04-11 15:19:27 main:574] : INFO : Epoch 1543 | loss: 0.0312031 | val_loss: 0.0312018 | Time: 1138.31 ms [2022-04-11 15:19:28 main:574] : INFO : Epoch 1544 | loss: 0.0312056 | val_loss: 0.0312043 | Time: 1149.11 ms [2022-04-11 15:19:30 main:574] : INFO : Epoch 1545 | loss: 0.0312067 | val_loss: 0.0312034 | Time: 1138.65 ms [2022-04-11 15:19:31 main:574] : INFO : Epoch 1546 | loss: 0.0312045 | val_loss: 0.0312012 | Time: 1131.78 ms [2022-04-11 15:19:32 main:574] : INFO : Epoch 1547 | loss: 0.0312034 | val_loss: 0.0312013 | Time: 1145.97 ms [2022-04-11 15:19:33 main:574] : INFO : Epoch 1548 | loss: 0.0312034 | val_loss: 0.0312011 | Time: 1129.4 ms [2022-04-11 15:19:34 main:574] : INFO : Epoch 1549 | loss: 0.0312032 | val_loss: 0.0312015 | Time: 1137.74 ms [2022-04-11 15:19:35 main:574] : INFO : Epoch 1550 | loss: 0.0312036 | val_loss: 0.0312012 | Time: 1137.83 ms [2022-04-11 15:19:36 main:574] : INFO : Epoch 1551 | loss: 0.0312049 | val_loss: 0.0312036 | Time: 1136.96 ms [2022-04-11 15:19:38 main:574] : INFO : Epoch 1552 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 1138.47 ms [2022-04-11 15:19:39 main:574] : INFO : Epoch 1553 | loss: 0.0312039 | val_loss: 0.031202 | Time: 1131.3 ms [2022-04-11 15:19:40 main:574] : INFO : Epoch 1554 | loss: 0.0312038 | val_loss: 0.0312013 | Time: 1121.38 ms [2022-04-11 15:19:41 main:574] : INFO : Epoch 1555 | loss: 0.0312038 | val_loss: 0.0312014 | Time: 1132.3 ms [2022-04-11 15:19:42 main:574] : INFO : Epoch 1556 | loss: 0.0312051 | val_loss: 0.0312013 | Time: 1134.76 ms [2022-04-11 15:19:43 main:574] : INFO : Epoch 1557 | loss: 0.0312037 | val_loss: 0.0312025 | Time: 1132.54 ms [2022-04-11 15:19:44 main:574] : INFO : Epoch 1558 | loss: 0.0312036 | val_loss: 0.0312012 | Time: 1131.75 ms [2022-04-11 15:19:45 main:574] : INFO : Epoch 1559 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 1130.85 ms [2022-04-11 15:19:47 main:574] : INFO : Epoch 1560 | loss: 0.0312045 | val_loss: 0.0312017 | Time: 1137.4 ms [2022-04-11 15:19:48 main:574] : INFO : Epoch 1561 | loss: 0.0312051 | val_loss: 0.0312022 | Time: 1138.08 ms [2022-04-11 15:19:49 main:574] : INFO : Epoch 1562 | loss: 0.0312032 | val_loss: 0.0312042 | Time: 1129.2 ms [2022-04-11 15:19:50 main:574] : INFO : Epoch 1563 | loss: 0.0312043 | val_loss: 0.0312017 | Time: 1140.61 ms [2022-04-11 15:19:51 main:574] : INFO : Epoch 1564 | loss: 0.0312035 | val_loss: 0.0312011 | Time: 1128.88 ms [2022-04-11 15:19:52 main:574] : INFO : Epoch 1565 | loss: 0.0312048 | val_loss: 0.031202 | Time: 1131.78 ms [2022-04-11 15:19:53 main:574] : INFO : Epoch 1566 | loss: 0.0312033 | val_loss: 0.0312023 | Time: 1131.48 ms [2022-04-11 15:19:55 main:574] : INFO : Epoch 1567 | loss: 0.031203 | val_loss: 0.0312011 | Time: 1132.89 ms [2022-04-11 15:19:56 main:574] : INFO : Epoch 1568 | loss: 0.0312032 | val_loss: 0.0312011 | Time: 1142.6 ms [2022-04-11 15:19:57 main:574] : INFO : Epoch 1569 | loss: 0.0312031 | val_loss: 0.0312018 | Time: 1133 ms [2022-04-11 15:19:58 main:574] : INFO : Epoch 1570 | loss: 0.0312034 | val_loss: 0.0312013 | Time: 1134.91 ms [2022-04-11 15:19:59 main:574] : INFO : Epoch 1571 | loss: 0.031204 | val_loss: 0.0312066 | Time: 1132.44 ms [2022-04-11 15:20:00 main:574] : INFO : Epoch 1572 | loss: 0.0312047 | val_loss: 0.0312046 | Time: 1151.84 ms [2022-04-11 15:20:01 main:574] : INFO : Epoch 1573 | loss: 0.0312052 | val_loss: 0.0312086 | Time: 1140.16 ms [2022-04-11 15:20:03 main:574] : INFO : Epoch 1574 | loss: 0.0312054 | val_loss: 0.0312087 | Time: 1139.42 ms [2022-04-11 15:20:04 main:574] : INFO : Epoch 1575 | loss: 0.0312047 | val_loss: 0.0312016 | Time: 1135.71 ms [2022-04-11 15:20:05 main:574] : INFO : Epoch 1576 | loss: 0.0312034 | val_loss: 0.0312011 | Time: 1130.77 ms [2022-04-11 15:20:06 main:574] : INFO : Epoch 1577 | loss: 0.0312039 | val_loss: 0.0312045 | Time: 1133.32 ms [2022-04-11 15:20:07 main:574] : INFO : Epoch 1578 | loss: 0.031204 | val_loss: 0.031202 | Time: 1142.4 ms [2022-04-11 15:20:08 main:574] : INFO : Epoch 1579 | loss: 0.0312046 | val_loss: 0.0312016 | Time: 1141.82 ms [2022-04-11 15:20:09 main:574] : INFO : Epoch 1580 | loss: 0.0312032 | val_loss: 0.0312012 | Time: 1133.42 ms [2022-04-11 15:20:11 main:574] : INFO : Epoch 1581 | loss: 0.0312034 | val_loss: 0.0312022 | Time: 1140.22 ms [2022-04-11 15:20:12 main:574] : INFO : Epoch 1582 | loss: 0.0312035 | val_loss: 0.0312036 | Time: 1131.6 ms [2022-04-11 15:20:13 main:574] : INFO : Epoch 1583 | loss: 0.0312041 | val_loss: 0.0312031 | Time: 1130.42 ms [2022-04-11 15:20:14 main:574] : INFO : Epoch 1584 | loss: 0.0312042 | val_loss: 0.0312013 | Time: 1138.07 ms [2022-04-11 15:20:15 main:574] : INFO : Epoch 1585 | loss: 0.0312051 | val_loss: 0.0312014 | Time: 1136.48 ms [2022-04-11 15:20:16 main:574] : INFO : Epoch 1586 | loss: 0.0312037 | val_loss: 0.0312026 | Time: 1148.16 ms [2022-04-11 15:20:17 main:574] : INFO : Epoch 1587 | loss: 0.0312042 | val_loss: 0.0312023 | Time: 1136.4 ms [2022-04-11 15:20:19 main:574] : INFO : Epoch 1588 | loss: 0.0312038 | val_loss: 0.0312013 | Time: 1126.1 ms [2022-04-11 15:20:20 main:574] : INFO : Epoch 1589 | loss: 0.0312032 | val_loss: 0.0312023 | Time: 1134.28 ms [2022-04-11 15:20:21 main:574] : INFO : Epoch 1590 | loss: 0.0312029 | val_loss: 0.0312022 | Time: 1139.43 ms [2022-04-11 15:20:22 main:574] : INFO : Epoch 1591 | loss: 0.0312035 | val_loss: 0.0312025 | Time: 1153.8 ms [2022-04-11 15:20:23 main:574] : INFO : Epoch 1592 | loss: 0.0312046 | val_loss: 0.0312022 | Time: 1125.88 ms [2022-04-11 15:20:24 main:574] : INFO : Epoch 1593 | loss: 0.0312035 | val_loss: 0.0312029 | Time: 1141.68 ms [2022-04-11 15:20:25 main:574] : INFO : Epoch 1594 | loss: 0.0312032 | val_loss: 0.0312025 | Time: 1137.37 ms [2022-04-11 15:20:27 main:574] : INFO : Epoch 1595 | loss: 0.0312038 | val_loss: 0.0312012 | Time: 1133.93 ms [2022-04-11 15:20:28 main:574] : INFO : Epoch 1596 | loss: 0.0312042 | val_loss: 0.0312013 | Time: 1145.6 ms [2022-04-11 15:20:29 main:574] : INFO : Epoch 1597 | loss: 0.0312031 | val_loss: 0.0312018 | Time: 1134.1 ms [2022-04-11 15:20:30 main:574] : INFO : Epoch 1598 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 1138.67 ms [2022-04-11 15:20:31 main:574] : INFO : Epoch 1599 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 1137.33 ms [2022-04-11 15:20:32 main:574] : INFO : Epoch 1600 | loss: 0.031203 | val_loss: 0.0312013 | Time: 1139.22 ms [2022-04-11 15:20:33 main:574] : INFO : Epoch 1601 | loss: 0.0312034 | val_loss: 0.031201 | Time: 1140.48 ms [2022-04-11 15:20:35 main:574] : INFO : Epoch 1602 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 1136.7 ms [2022-04-11 15:20:36 main:574] : INFO : Epoch 1603 | loss: 0.031205 | val_loss: 0.031205 | Time: 1138.74 ms [2022-04-11 15:20:37 main:574] : INFO : Epoch 1604 | loss: 0.0312063 | val_loss: 0.0312012 | Time: 1149.02 ms [2022-04-11 15:20:38 main:574] : INFO : Epoch 1605 | loss: 0.0312041 | val_loss: 0.0312014 | Time: 1131.66 ms [2022-04-11 15:20:50 main:574] : INFO : Epoch 1606 | loss: 0.0312045 | val_loss: 0.0312039 | Time: 11458.7 ms [2022-04-11 15:20:51 main:574] : INFO : Epoch 1607 | loss: 0.0312047 | val_loss: 0.0312014 | Time: 1138.24 ms [2022-04-11 15:20:52 main:574] : INFO : Epoch 1608 | loss: 0.0312033 | val_loss: 0.0312012 | Time: 1126.93 ms [2022-04-11 15:20:53 main:574] : INFO : Epoch 1609 | loss: 0.0312042 | val_loss: 0.0312013 | Time: 1136 ms [2022-04-11 15:20:54 main:574] : INFO : Epoch 1610 | loss: 0.0312046 | val_loss: 0.031203 | Time: 1153.54 ms [2022-04-11 15:20:55 main:574] : INFO : Epoch 1611 | loss: 0.0312045 | val_loss: 0.0312078 | Time: 1135.05 ms [2022-04-11 15:20:56 main:574] : INFO : Epoch 1612 | loss: 0.0312056 | val_loss: 0.0312017 | Time: 1142.11 ms [2022-04-11 15:20:58 main:574] : INFO : Epoch 1613 | loss: 0.0312037 | val_loss: 0.031203 | Time: 1136.88 ms [2022-04-11 15:20:59 main:574] : INFO : Epoch 1614 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1133.13 ms [2022-04-11 15:21:00 main:574] : INFO : Epoch 1615 | loss: 0.0312032 | val_loss: 0.0312012 | Time: 1131.79 ms [2022-04-11 15:21:01 main:574] : INFO : Epoch 1616 | loss: 0.0312038 | val_loss: 0.0312013 | Time: 1132.4 ms [2022-04-11 15:21:02 main:574] : INFO : Epoch 1617 | loss: 0.0312041 | val_loss: 0.031204 | Time: 1133.97 ms [2022-04-11 15:21:03 main:574] : INFO : Epoch 1618 | loss: 0.0312062 | val_loss: 0.0312021 | Time: 1124.24 ms [2022-04-11 15:21:04 main:574] : INFO : Epoch 1619 | loss: 0.0312038 | val_loss: 0.0312012 | Time: 1132.02 ms [2022-04-11 15:21:06 main:574] : INFO : Epoch 1620 | loss: 0.0312036 | val_loss: 0.0312048 | Time: 1135.24 ms [2022-04-11 15:21:07 main:574] : INFO : Epoch 1621 | loss: 0.0312051 | val_loss: 0.031202 | Time: 1132.05 ms [2022-04-11 15:21:08 main:574] : INFO : Epoch 1622 | loss: 0.0312038 | val_loss: 0.0312011 | Time: 1141.98 ms [2022-04-11 15:21:09 main:574] : INFO : Epoch 1623 | loss: 0.0312047 | val_loss: 0.0312017 | Time: 1134.05 ms [2022-04-11 15:21:10 main:574] : INFO : Epoch 1624 | loss: 0.0312051 | val_loss: 0.0312073 | Time: 1131.75 ms [2022-04-11 15:21:11 main:574] : INFO : Epoch 1625 | loss: 0.0312051 | val_loss: 0.0312054 | Time: 1127.04 ms [2022-04-11 15:21:12 main:574] : INFO : Epoch 1626 | loss: 0.0312038 | val_loss: 0.0312033 | Time: 1136.41 ms [2022-04-11 15:21:13 main:574] : INFO : Epoch 1627 | loss: 0.0312039 | val_loss: 0.0312019 | Time: 1131.4 ms [2022-04-11 15:21:15 main:574] : INFO : Epoch 1628 | loss: 0.0312034 | val_loss: 0.0312014 | Time: 1126.01 ms [2022-04-11 15:21:16 main:574] : INFO : Epoch 1629 | loss: 0.0312035 | val_loss: 0.0312015 | Time: 1146.24 ms [2022-04-11 15:21:17 main:574] : INFO : Epoch 1630 | loss: 0.0312034 | val_loss: 0.0312013 | Time: 1131.29 ms [2022-04-11 15:21:18 main:574] : INFO : Epoch 1631 | loss: 0.031203 | val_loss: 0.0312027 | Time: 1144.12 ms [2022-04-11 15:21:19 main:574] : INFO : Epoch 1632 | loss: 0.0312034 | val_loss: 0.0312025 | Time: 1128.54 ms [2022-04-11 15:21:20 main:574] : INFO : Epoch 1633 | loss: 0.0312036 | val_loss: 0.0312024 | Time: 1127.4 ms [2022-04-11 15:21:21 main:574] : INFO : Epoch 1634 | loss: 0.0312034 | val_loss: 0.031203 | Time: 1146.82 ms [2022-04-11 15:21:23 main:574] : INFO : Epoch 1635 | loss: 0.0312035 | val_loss: 0.0312014 | Time: 1144.85 ms [2022-04-11 15:21:24 main:574] : INFO : Epoch 1636 | loss: 0.0312031 | val_loss: 0.0312013 | Time: 1127.65 ms [2022-04-11 15:21:25 main:574] : INFO : Epoch 1637 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 1126.79 ms [2022-04-11 15:21:26 main:574] : INFO : Epoch 1638 | loss: 0.0312035 | val_loss: 0.0312011 | Time: 1151.93 ms [2022-04-11 15:21:27 main:574] : INFO : Epoch 1639 | loss: 0.0312034 | val_loss: 0.0312021 | Time: 1132.78 ms [2022-04-11 15:21:28 main:574] : INFO : Epoch 1640 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1172.13 ms [2022-04-11 15:21:29 main:574] : INFO : Epoch 1641 | loss: 0.031203 | val_loss: 0.0312019 | Time: 1131.86 ms [2022-04-11 15:21:31 main:574] : INFO : Epoch 1642 | loss: 0.0312042 | val_loss: 0.0312016 | Time: 1130.95 ms [2022-04-11 15:21:32 main:574] : INFO : Epoch 1643 | loss: 0.0312035 | val_loss: 0.031201 | Time: 1131.14 ms [2022-04-11 15:21:33 main:574] : INFO : Epoch 1644 | loss: 0.0312033 | val_loss: 0.031201 | Time: 1144.61 ms [2022-04-11 15:21:34 main:574] : INFO : Epoch 1645 | loss: 0.0312036 | val_loss: 0.0312014 | Time: 1127.61 ms [2022-04-11 15:21:35 main:574] : INFO : Epoch 1646 | loss: 0.0312047 | val_loss: 0.031202 | Time: 1130.34 ms [2022-04-11 15:21:36 main:574] : INFO : Epoch 1647 | loss: 0.0312034 | val_loss: 0.0312016 | Time: 1140.66 ms [2022-04-11 15:21:37 main:574] : INFO : Epoch 1648 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 1139.03 ms [2022-04-11 15:21:39 main:574] : INFO : Epoch 1649 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 1135.38 ms [2022-04-11 15:21:40 main:574] : INFO : Epoch 1650 | loss: 0.031204 | val_loss: 0.0312019 | Time: 1132.42 ms [2022-04-11 15:21:41 main:574] : INFO : Epoch 1651 | loss: 0.0312037 | val_loss: 0.0312012 | Time: 1134.46 ms [2022-04-11 15:21:42 main:574] : INFO : Epoch 1652 | loss: 0.0312047 | val_loss: 0.0312017 | Time: 1144.39 ms [2022-04-11 15:21:43 main:574] : INFO : Epoch 1653 | loss: 0.0312034 | val_loss: 0.031201 | Time: 1130.55 ms [2022-04-11 15:21:44 main:574] : INFO : Epoch 1654 | loss: 0.0312043 | val_loss: 0.0312016 | Time: 1128.71 ms [2022-04-11 15:21:45 main:574] : INFO : Epoch 1655 | loss: 0.0312053 | val_loss: 0.031201 | Time: 1141.08 ms [2022-04-11 15:21:47 main:574] : INFO : Epoch 1656 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 1129.15 ms [2022-04-11 15:21:48 main:574] : INFO : Epoch 1657 | loss: 0.0312035 | val_loss: 0.0312016 | Time: 1133.92 ms [2022-04-11 15:21:49 main:574] : INFO : Epoch 1658 | loss: 0.0312037 | val_loss: 0.0312019 | Time: 1138.31 ms [2022-04-11 15:21:50 main:574] : INFO : Epoch 1659 | loss: 0.031204 | val_loss: 0.0312015 | Time: 1129.99 ms [2022-04-11 15:21:51 main:574] : INFO : Epoch 1660 | loss: 0.0312057 | val_loss: 0.0312034 | Time: 1140.35 ms [2022-04-11 15:21:52 main:574] : INFO : Epoch 1661 | loss: 0.0312034 | val_loss: 0.0312012 | Time: 1144.08 ms [2022-04-11 15:21:53 main:574] : INFO : Epoch 1662 | loss: 0.0312036 | val_loss: 0.0312015 | Time: 1143.71 ms [2022-04-11 15:21:55 main:574] : INFO : Epoch 1663 | loss: 0.0312041 | val_loss: 0.0312014 | Time: 1147.94 ms [2022-04-11 15:21:56 main:574] : INFO : Epoch 1664 | loss: 0.0312034 | val_loss: 0.0312012 | Time: 1135.58 ms [2022-04-11 15:21:57 main:574] : INFO : Epoch 1665 | loss: 0.0312034 | val_loss: 0.0312016 | Time: 1132.22 ms [2022-04-11 15:21:58 main:574] : INFO : Epoch 1666 | loss: 0.0312057 | val_loss: 0.031205 | Time: 1146.87 ms [2022-04-11 15:21:59 main:574] : INFO : Epoch 1667 | loss: 0.0312044 | val_loss: 0.0312012 | Time: 1138.3 ms [2022-04-11 15:22:00 main:574] : INFO : Epoch 1668 | loss: 0.0312035 | val_loss: 0.0312029 | Time: 1149.02 ms [2022-04-11 15:22:02 main:574] : INFO : Epoch 1669 | loss: 0.0312039 | val_loss: 0.0312016 | Time: 1136.16 ms [2022-04-11 15:22:03 main:574] : INFO : Epoch 1670 | loss: 0.0312047 | val_loss: 0.0312013 | Time: 1135.44 ms [2022-04-11 15:22:04 main:574] : INFO : Epoch 1671 | loss: 0.0312042 | val_loss: 0.0312032 | Time: 1133.49 ms [2022-04-11 15:22:05 main:574] : INFO : Epoch 1672 | loss: 0.0312045 | val_loss: 0.0312019 | Time: 1143.93 ms [2022-04-11 15:22:06 main:574] : INFO : Epoch 1673 | loss: 0.0312041 | val_loss: 0.0312031 | Time: 1131.51 ms [2022-04-11 15:22:07 main:574] : INFO : Epoch 1674 | loss: 0.0312039 | val_loss: 0.0312016 | Time: 1136.86 ms [2022-04-11 15:22:08 main:574] : INFO : Epoch 1675 | loss: 0.0312044 | val_loss: 0.0312018 | Time: 1146.99 ms [2022-04-11 15:22:10 main:574] : INFO : Epoch 1676 | loss: 0.0312035 | val_loss: 0.0312023 | Time: 1134.31 ms [2022-04-11 15:22:11 main:574] : INFO : Epoch 1677 | loss: 0.0312032 | val_loss: 0.0312026 | Time: 1141.35 ms [2022-04-11 15:22:12 main:574] : INFO : Epoch 1678 | loss: 0.0312032 | val_loss: 0.0312026 | Time: 1131.02 ms [2022-04-11 15:22:13 main:574] : INFO : Epoch 1679 | loss: 0.031204 | val_loss: 0.0312013 | Time: 1136.19 ms [2022-04-11 15:22:14 main:574] : INFO : Epoch 1680 | loss: 0.0312044 | val_loss: 0.0312054 | Time: 1136.32 ms [2022-04-11 15:22:15 main:574] : INFO : Epoch 1681 | loss: 0.031204 | val_loss: 0.0312018 | Time: 1136.1 ms [2022-04-11 15:22:16 main:574] : INFO : Epoch 1682 | loss: 0.0312037 | val_loss: 0.0312035 | Time: 1127.22 ms [2022-04-11 15:22:17 main:574] : INFO : Epoch 1683 | loss: 0.031204 | val_loss: 0.0312013 | Time: 1131.54 ms [2022-04-11 15:22:19 main:574] : INFO : Epoch 1684 | loss: 0.0312033 | val_loss: 0.0312021 | Time: 1139.49 ms [2022-04-11 15:22:20 main:574] : INFO : Epoch 1685 | loss: 0.0312039 | val_loss: 0.0312036 | Time: 1128.17 ms [2022-04-11 15:22:21 main:574] : INFO : Epoch 1686 | loss: 0.0312041 | val_loss: 0.0312023 | Time: 1161.76 ms [2022-04-11 15:22:22 main:574] : INFO : Epoch 1687 | loss: 0.0312039 | val_loss: 0.0312032 | Time: 1164.64 ms [2022-04-11 15:22:23 main:574] : INFO : Epoch 1688 | loss: 0.0312043 | val_loss: 0.0312012 | Time: 1150.81 ms [2022-04-11 15:22:24 main:574] : INFO : Epoch 1689 | loss: 0.0312037 | val_loss: 0.0312024 | Time: 1138.06 ms [2022-04-11 15:22:26 main:574] : INFO : Epoch 1690 | loss: 0.0312033 | val_loss: 0.0312018 | Time: 1133.39 ms [2022-04-11 15:22:27 main:574] : INFO : Epoch 1691 | loss: 0.0312041 | val_loss: 0.0312021 | Time: 1140.16 ms [2022-04-11 15:22:28 main:574] : INFO : Epoch 1692 | loss: 0.0312047 | val_loss: 0.0312015 | Time: 1131.99 ms [2022-04-11 15:22:29 main:574] : INFO : Epoch 1693 | loss: 0.031204 | val_loss: 0.0312022 | Time: 1138.72 ms [2022-04-11 15:22:30 main:574] : INFO : Epoch 1694 | loss: 0.031204 | val_loss: 0.0312012 | Time: 1146.59 ms [2022-04-11 15:22:31 main:574] : INFO : Epoch 1695 | loss: 0.0312038 | val_loss: 0.0312023 | Time: 1129.86 ms [2022-04-11 15:22:32 main:574] : INFO : Epoch 1696 | loss: 0.0312032 | val_loss: 0.0312011 | Time: 1135.87 ms [2022-04-11 15:22:34 main:574] : INFO : Epoch 1697 | loss: 0.0312036 | val_loss: 0.0312014 | Time: 1135.75 ms [2022-04-11 15:22:35 main:574] : INFO : Epoch 1698 | loss: 0.0312032 | val_loss: 0.031201 | Time: 1132.89 ms [2022-04-11 15:22:36 main:574] : INFO : Epoch 1699 | loss: 0.031203 | val_loss: 0.0312012 | Time: 1142.94 ms [2022-04-11 15:22:37 main:574] : INFO : Epoch 1700 | loss: 0.0312032 | val_loss: 0.0312015 | Time: 1156.37 ms [2022-04-11 15:22:38 main:574] : INFO : Epoch 1701 | loss: 0.0312036 | val_loss: 0.0312012 | Time: 1142.47 ms [2022-04-11 15:22:39 main:574] : INFO : Epoch 1702 | loss: 0.0312038 | val_loss: 0.031201 | Time: 1152.49 ms [2022-04-11 15:22:40 main:574] : INFO : Epoch 1703 | loss: 0.0312046 | val_loss: 0.0312016 | Time: 1138.11 ms [2022-04-11 15:22:42 main:574] : INFO : Epoch 1704 | loss: 0.0312043 | val_loss: 0.0312016 | Time: 1146.31 ms [2022-04-11 15:22:43 main:574] : INFO : Epoch 1705 | loss: 0.0312038 | val_loss: 0.0312042 | Time: 1134.76 ms [2022-04-11 15:22:44 main:574] : INFO : Epoch 1706 | loss: 0.031204 | val_loss: 0.0312016 | Time: 1135.73 ms [2022-04-11 15:22:45 main:574] : INFO : Epoch 1707 | loss: 0.031203 | val_loss: 0.031201 | Time: 1135.46 ms [2022-04-11 15:22:46 main:574] : INFO : Epoch 1708 | loss: 0.0312034 | val_loss: 0.0312014 | Time: 1133.48 ms [2022-04-11 15:22:47 main:574] : INFO : Epoch 1709 | loss: 0.0312034 | val_loss: 0.0312046 | Time: 1157.98 ms [2022-04-11 15:22:48 main:574] : INFO : Epoch 1710 | loss: 0.0312038 | val_loss: 0.031202 | Time: 1133.53 ms [2022-04-11 15:22:50 main:574] : INFO : Epoch 1711 | loss: 0.0312036 | val_loss: 0.0312023 | Time: 1128.72 ms [2022-04-11 15:22:51 main:574] : INFO : Epoch 1712 | loss: 0.0312032 | val_loss: 0.0312011 | Time: 1151.86 ms [2022-04-11 15:22:52 main:574] : INFO : Epoch 1713 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1137.41 ms [2022-04-11 15:22:53 main:574] : INFO : Epoch 1714 | loss: 0.031203 | val_loss: 0.0312011 | Time: 1139.89 ms [2022-04-11 15:22:54 main:574] : INFO : Epoch 1715 | loss: 0.0312032 | val_loss: 0.0312012 | Time: 1136.47 ms [2022-04-11 15:22:55 main:574] : INFO : Epoch 1716 | loss: 0.0312031 | val_loss: 0.0312011 | Time: 1131.93 ms [2022-04-11 15:22:56 main:574] : INFO : Epoch 1717 | loss: 0.0312034 | val_loss: 0.0312034 | Time: 1136.06 ms [2022-04-11 15:22:58 main:574] : INFO : Epoch 1718 | loss: 0.0312038 | val_loss: 0.0312012 | Time: 1139.77 ms [2022-04-11 15:22:59 main:574] : INFO : Epoch 1719 | loss: 0.0312032 | val_loss: 0.0312017 | Time: 1135.46 ms [2022-04-11 15:23:00 main:574] : INFO : Epoch 1720 | loss: 0.0312046 | val_loss: 0.0312039 | Time: 1134.34 ms [2022-04-11 15:23:01 main:574] : INFO : Epoch 1721 | loss: 0.0312053 | val_loss: 0.0312057 | Time: 1132.7 ms [2022-04-11 15:23:02 main:574] : INFO : Epoch 1722 | loss: 0.0312066 | val_loss: 0.0312075 | Time: 1137.71 ms [2022-04-11 15:23:03 main:574] : INFO : Epoch 1723 | loss: 0.0312056 | val_loss: 0.0312017 | Time: 1134.34 ms [2022-04-11 15:23:04 main:574] : INFO : Epoch 1724 | loss: 0.031205 | val_loss: 0.0312025 | Time: 1148.19 ms [2022-04-11 15:23:06 main:574] : INFO : Epoch 1725 | loss: 0.0312035 | val_loss: 0.031201 | Time: 1150.12 ms [2022-04-11 15:23:07 main:574] : INFO : Epoch 1726 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 1141.03 ms [2022-04-11 15:23:08 main:574] : INFO : Epoch 1727 | loss: 0.0312032 | val_loss: 0.031201 | Time: 1131.54 ms [2022-04-11 15:23:09 main:574] : INFO : Epoch 1728 | loss: 0.0312039 | val_loss: 0.031203 | Time: 1140.21 ms [2022-04-11 15:23:10 main:574] : INFO : Epoch 1729 | loss: 0.0312042 | val_loss: 0.0312051 | Time: 1135.01 ms [2022-04-11 15:23:11 main:574] : INFO : Epoch 1730 | loss: 0.0312039 | val_loss: 0.0312011 | Time: 1140.73 ms [2022-04-11 15:23:12 main:574] : INFO : Epoch 1731 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1137.11 ms [2022-04-11 15:23:14 main:574] : INFO : Epoch 1732 | loss: 0.0312032 | val_loss: 0.0312019 | Time: 1145.32 ms [2022-04-11 15:23:15 main:574] : INFO : Epoch 1733 | loss: 0.0312039 | val_loss: 0.0312014 | Time: 1153.03 ms [2022-04-11 15:23:16 main:574] : INFO : Epoch 1734 | loss: 0.0312028 | val_loss: 0.0312015 | Time: 1141.66 ms [2022-04-11 15:23:17 main:574] : INFO : Epoch 1735 | loss: 0.031204 | val_loss: 0.0312014 | Time: 1132.62 ms [2022-04-11 15:23:18 main:574] : INFO : Epoch 1736 | loss: 0.0312039 | val_loss: 0.0312048 | Time: 1135.12 ms [2022-04-11 15:23:19 main:574] : INFO : Epoch 1737 | loss: 0.0312043 | val_loss: 0.0312015 | Time: 1155.26 ms [2022-04-11 15:23:21 main:574] : INFO : Epoch 1738 | loss: 0.031203 | val_loss: 0.0312014 | Time: 1122.03 ms [2022-04-11 15:23:22 main:574] : INFO : Epoch 1739 | loss: 0.0312042 | val_loss: 0.0312015 | Time: 1138.76 ms [2022-04-11 15:23:23 main:574] : INFO : Epoch 1740 | loss: 0.0312037 | val_loss: 0.031202 | Time: 1129.86 ms [2022-04-11 15:23:24 main:574] : INFO : Epoch 1741 | loss: 0.0312035 | val_loss: 0.0312022 | Time: 1129.46 ms [2022-04-11 15:23:25 main:574] : INFO : Epoch 1742 | loss: 0.0312039 | val_loss: 0.0312027 | Time: 1132.81 ms [2022-04-11 15:23:26 main:574] : INFO : Epoch 1743 | loss: 0.0312035 | val_loss: 0.0312051 | Time: 1139.92 ms [2022-04-11 15:23:27 main:574] : INFO : Epoch 1744 | loss: 0.0312047 | val_loss: 0.0312051 | Time: 1134.4 ms [2022-04-11 15:23:28 main:574] : INFO : Epoch 1745 | loss: 0.0312053 | val_loss: 0.0312031 | Time: 1141.17 ms [2022-04-11 15:23:30 main:574] : INFO : Epoch 1746 | loss: 0.0312036 | val_loss: 0.0312011 | Time: 1139.14 ms [2022-04-11 15:23:31 main:574] : INFO : Epoch 1747 | loss: 0.031204 | val_loss: 0.0312022 | Time: 1133 ms [2022-04-11 15:23:32 main:574] : INFO : Epoch 1748 | loss: 0.031206 | val_loss: 0.031202 | Time: 1129.6 ms [2022-04-11 15:23:33 main:574] : INFO : Epoch 1749 | loss: 0.0312037 | val_loss: 0.0312011 | Time: 1130.59 ms [2022-04-11 15:23:34 main:574] : INFO : Epoch 1750 | loss: 0.0312034 | val_loss: 0.0312027 | Time: 1149.38 ms [2022-04-11 15:23:35 main:574] : INFO : Epoch 1751 | loss: 0.031204 | val_loss: 0.0312026 | Time: 1131.92 ms [2022-04-11 15:23:36 main:574] : INFO : Epoch 1752 | loss: 0.0312041 | val_loss: 0.0312011 | Time: 1132.04 ms [2022-04-11 15:23:38 main:574] : INFO : Epoch 1753 | loss: 0.0312039 | val_loss: 0.0312029 | Time: 1166.79 ms [2022-04-11 15:23:39 main:574] : INFO : Epoch 1754 | loss: 0.0312033 | val_loss: 0.0312013 | Time: 1131.33 ms [2022-04-11 15:23:40 main:574] : INFO : Epoch 1755 | loss: 0.0312036 | val_loss: 0.0312016 | Time: 1128.66 ms [2022-04-11 15:23:41 main:574] : INFO : Epoch 1756 | loss: 0.031204 | val_loss: 0.0312018 | Time: 1133.69 ms [2022-04-11 15:23:42 main:574] : INFO : Epoch 1757 | loss: 0.0312038 | val_loss: 0.031201 | Time: 1130.25 ms [2022-04-11 15:23:43 main:574] : INFO : Epoch 1758 | loss: 0.0312035 | val_loss: 0.0312043 | Time: 1132.65 ms [2022-04-11 15:23:44 main:574] : INFO : Epoch 1759 | loss: 0.0312037 | val_loss: 0.0312011 | Time: 1131.81 ms [2022-04-11 15:23:46 main:574] : INFO : Epoch 1760 | loss: 0.0312032 | val_loss: 0.0312024 | Time: 1146.26 ms [2022-04-11 15:23:47 main:574] : INFO : Epoch 1761 | loss: 0.0312038 | val_loss: 0.0312032 | Time: 1130.92 ms [2022-04-11 15:23:48 main:574] : INFO : Epoch 1762 | loss: 0.031205 | val_loss: 0.0312029 | Time: 1137.37 ms [2022-04-11 15:23:49 main:574] : INFO : Epoch 1763 | loss: 0.0312052 | val_loss: 0.0312016 | Time: 1144.3 ms [2022-04-11 15:23:50 main:574] : INFO : Epoch 1764 | loss: 0.0312034 | val_loss: 0.0312017 | Time: 1137.31 ms [2022-04-11 15:23:51 main:574] : INFO : Epoch 1765 | loss: 0.0312034 | val_loss: 0.0312014 | Time: 1141.7 ms [2022-04-11 15:23:52 main:574] : INFO : Epoch 1766 | loss: 0.0312036 | val_loss: 0.0312026 | Time: 1131.71 ms [2022-04-11 15:23:54 main:574] : INFO : Epoch 1767 | loss: 0.0312034 | val_loss: 0.0312012 | Time: 1137.8 ms [2022-04-11 15:23:55 main:574] : INFO : Epoch 1768 | loss: 0.0312034 | val_loss: 0.0312022 | Time: 1140.69 ms [2022-04-11 15:23:56 main:574] : INFO : Epoch 1769 | loss: 0.0312036 | val_loss: 0.0312021 | Time: 1146.76 ms [2022-04-11 15:23:57 main:574] : INFO : Epoch 1770 | loss: 0.0312048 | val_loss: 0.0312019 | Time: 1135.44 ms [2022-04-11 15:23:58 main:574] : INFO : Epoch 1771 | loss: 0.0312035 | val_loss: 0.031202 | Time: 1132.69 ms [2022-04-11 15:23:59 main:574] : INFO : Epoch 1772 | loss: 0.0312042 | val_loss: 0.0312016 | Time: 1134.8 ms [2022-04-11 15:24:01 main:574] : INFO : Epoch 1773 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 1147.73 ms [2022-04-11 15:24:02 main:574] : INFO : Epoch 1774 | loss: 0.0312034 | val_loss: 0.0312011 | Time: 1134.41 ms [2022-04-11 15:24:03 main:574] : INFO : Epoch 1775 | loss: 0.0312058 | val_loss: 0.0312073 | Time: 1132.84 ms [2022-04-11 15:24:04 main:574] : INFO : Epoch 1776 | loss: 0.031205 | val_loss: 0.0312015 | Time: 1135.02 ms [2022-04-11 15:24:05 main:574] : INFO : Epoch 1777 | loss: 0.0312034 | val_loss: 0.0312019 | Time: 1133.1 ms [2022-04-11 15:24:06 main:574] : INFO : Epoch 1778 | loss: 0.0312036 | val_loss: 0.0312015 | Time: 1140.11 ms [2022-04-11 15:24:07 main:574] : INFO : Epoch 1779 | loss: 0.0312031 | val_loss: 0.0312026 | Time: 1134.36 ms [2022-04-11 15:24:09 main:574] : INFO : Epoch 1780 | loss: 0.0312035 | val_loss: 0.0312023 | Time: 1141.42 ms [2022-04-11 15:24:10 main:574] : INFO : Epoch 1781 | loss: 0.0312041 | val_loss: 0.0312014 | Time: 1135.81 ms [2022-04-11 15:24:11 main:574] : INFO : Epoch 1782 | loss: 0.0312032 | val_loss: 0.0312011 | Time: 1141.74 ms [2022-04-11 15:24:12 main:574] : INFO : Epoch 1783 | loss: 0.0312046 | val_loss: 0.0312013 | Time: 1134.35 ms [2022-04-11 15:24:13 main:574] : INFO : Epoch 1784 | loss: 0.0312038 | val_loss: 0.0312014 | Time: 1136 ms [2022-04-11 15:24:14 main:574] : INFO : Epoch 1785 | loss: 0.0312032 | val_loss: 0.0312021 | Time: 1139.38 ms [2022-04-11 15:24:15 main:574] : INFO : Epoch 1786 | loss: 0.031204 | val_loss: 0.031207 | Time: 1139.56 ms [2022-04-11 15:24:17 main:574] : INFO : Epoch 1787 | loss: 0.0312066 | val_loss: 0.0312018 | Time: 1138.71 ms [2022-04-11 15:24:18 main:574] : INFO : Epoch 1788 | loss: 0.0312059 | val_loss: 0.0312018 | Time: 1152.31 ms [2022-04-11 15:24:19 main:574] : INFO : Epoch 1789 | loss: 0.0312038 | val_loss: 0.0312014 | Time: 1132.31 ms [2022-04-11 15:24:20 main:574] : INFO : Epoch 1790 | loss: 0.0312034 | val_loss: 0.0312022 | Time: 1147.6 ms [2022-04-11 15:24:21 main:574] : INFO : Epoch 1791 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1125.55 ms [2022-04-11 15:24:22 main:574] : INFO : Epoch 1792 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 1131.39 ms [2022-04-11 15:24:23 main:574] : INFO : Epoch 1793 | loss: 0.0312033 | val_loss: 0.0312018 | Time: 1134.56 ms [2022-04-11 15:24:25 main:574] : INFO : Epoch 1794 | loss: 0.0312034 | val_loss: 0.0312012 | Time: 1134 ms [2022-04-11 15:24:26 main:574] : INFO : Epoch 1795 | loss: 0.0312046 | val_loss: 0.0312047 | Time: 1134.67 ms [2022-04-11 15:24:27 main:574] : INFO : Epoch 1796 | loss: 0.0312043 | val_loss: 0.0312013 | Time: 1129.69 ms [2022-04-11 15:24:28 main:574] : INFO : Epoch 1797 | loss: 0.031204 | val_loss: 0.0312028 | Time: 1139.65 ms [2022-04-11 15:24:29 main:574] : INFO : Epoch 1798 | loss: 0.0312032 | val_loss: 0.031201 | Time: 1135.3 ms [2022-04-11 15:24:30 main:574] : INFO : Epoch 1799 | loss: 0.0312036 | val_loss: 0.0312024 | Time: 1139.81 ms [2022-04-11 15:24:31 main:574] : INFO : Epoch 1800 | loss: 0.0312036 | val_loss: 0.0312013 | Time: 1132.97 ms [2022-04-11 15:24:32 main:574] : INFO : Epoch 1801 | loss: 0.0312044 | val_loss: 0.0312014 | Time: 1141.8 ms [2022-04-11 15:24:34 main:574] : INFO : Epoch 1802 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 1135.29 ms [2022-04-11 15:24:35 main:574] : INFO : Epoch 1803 | loss: 0.031204 | val_loss: 0.0312015 | Time: 1139.08 ms [2022-04-11 15:24:36 main:574] : INFO : Epoch 1804 | loss: 0.0312032 | val_loss: 0.0312015 | Time: 1139.15 ms [2022-04-11 15:24:37 main:574] : INFO : Epoch 1805 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 1143.24 ms [2022-04-11 15:24:38 main:574] : INFO : Epoch 1806 | loss: 0.0312036 | val_loss: 0.031203 | Time: 1136.64 ms [2022-04-11 15:24:39 main:574] : INFO : Epoch 1807 | loss: 0.031205 | val_loss: 0.0312013 | Time: 1138.92 ms [2022-04-11 15:24:41 main:574] : INFO : Epoch 1808 | loss: 0.0312041 | val_loss: 0.0312054 | Time: 1143.18 ms [2022-04-11 15:24:42 main:574] : INFO : Epoch 1809 | loss: 0.0312048 | val_loss: 0.0312018 | Time: 1127.38 ms [2022-04-11 15:24:43 main:574] : INFO : Epoch 1810 | loss: 0.0312054 | val_loss: 0.0312021 | Time: 1131.29 ms [2022-04-11 15:24:44 main:574] : INFO : Epoch 1811 | loss: 0.0312036 | val_loss: 0.0312012 | Time: 1133.17 ms [2022-04-11 15:24:45 main:574] : INFO : Epoch 1812 | loss: 0.0312053 | val_loss: 0.0312104 | Time: 1151.09 ms [2022-04-11 15:24:46 main:574] : INFO : Epoch 1813 | loss: 0.0312053 | val_loss: 0.0312016 | Time: 1133.68 ms [2022-04-11 15:24:47 main:574] : INFO : Epoch 1814 | loss: 0.0312033 | val_loss: 0.0312014 | Time: 1139.31 ms [2022-04-11 15:24:49 main:574] : INFO : Epoch 1815 | loss: 0.0312031 | val_loss: 0.0312033 | Time: 1138.01 ms [2022-04-11 15:24:50 main:574] : INFO : Epoch 1816 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 1134.18 ms [2022-04-11 15:24:51 main:574] : INFO : Epoch 1817 | loss: 0.0312038 | val_loss: 0.0312018 | Time: 1133.91 ms [2022-04-11 15:24:52 main:574] : INFO : Epoch 1818 | loss: 0.031203 | val_loss: 0.0312014 | Time: 1131.2 ms [2022-04-11 15:24:53 main:574] : INFO : Epoch 1819 | loss: 0.0312036 | val_loss: 0.0312022 | Time: 1130.47 ms [2022-04-11 15:24:54 main:574] : INFO : Epoch 1820 | loss: 0.0312038 | val_loss: 0.0312024 | Time: 1143.63 ms [2022-04-11 15:24:55 main:574] : INFO : Epoch 1821 | loss: 0.0312039 | val_loss: 0.0312016 | Time: 1159.64 ms [2022-04-11 15:24:57 main:574] : INFO : Epoch 1822 | loss: 0.0312043 | val_loss: 0.0312031 | Time: 1134.11 ms [2022-04-11 15:24:58 main:574] : INFO : Epoch 1823 | loss: 0.0312035 | val_loss: 0.0312019 | Time: 1139.89 ms [2022-04-11 15:24:59 main:574] : INFO : Epoch 1824 | loss: 0.0312042 | val_loss: 0.0312027 | Time: 1131.75 ms [2022-04-11 15:25:00 main:574] : INFO : Epoch 1825 | loss: 0.0312044 | val_loss: 0.0312013 | Time: 1150.18 ms [2022-04-11 15:25:01 main:574] : INFO : Epoch 1826 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 1136.4 ms [2022-04-11 15:25:02 main:574] : INFO : Epoch 1827 | loss: 0.031204 | val_loss: 0.0312032 | Time: 1141.04 ms [2022-04-11 15:25:03 main:574] : INFO : Epoch 1828 | loss: 0.0312033 | val_loss: 0.0312027 | Time: 1134.53 ms [2022-04-11 15:25:05 main:574] : INFO : Epoch 1829 | loss: 0.0312042 | val_loss: 0.0312031 | Time: 1134.56 ms [2022-04-11 15:25:06 main:574] : INFO : Epoch 1830 | loss: 0.0312039 | val_loss: 0.031201 | Time: 1137.92 ms [2022-04-11 15:25:07 main:574] : INFO : Epoch 1831 | loss: 0.031204 | val_loss: 0.0312012 | Time: 1129.89 ms [2022-04-11 15:25:08 main:574] : INFO : Epoch 1832 | loss: 0.0312059 | val_loss: 0.0312119 | Time: 1128.6 ms [2022-04-11 15:25:09 main:574] : INFO : Epoch 1833 | loss: 0.0312074 | val_loss: 0.0312018 | Time: 1140.5 ms [2022-04-11 15:25:10 main:574] : INFO : Epoch 1834 | loss: 0.0312072 | val_loss: 0.0312026 | Time: 1135.48 ms [2022-04-11 15:25:11 main:574] : INFO : Epoch 1835 | loss: 0.0312031 | val_loss: 0.031201 | Time: 1140.86 ms [2022-04-11 15:25:13 main:574] : INFO : Epoch 1836 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 1140.32 ms [2022-04-11 15:25:14 main:574] : INFO : Epoch 1837 | loss: 0.0312029 | val_loss: 0.0312017 | Time: 1136.78 ms [2022-04-11 15:25:15 main:574] : INFO : Epoch 1838 | loss: 0.0312043 | val_loss: 0.0312027 | Time: 1134.8 ms [2022-04-11 15:25:16 main:574] : INFO : Epoch 1839 | loss: 0.0312036 | val_loss: 0.0312025 | Time: 1141.55 ms [2022-04-11 15:25:17 main:574] : INFO : Epoch 1840 | loss: 0.0312034 | val_loss: 0.031203 | Time: 1132.12 ms [2022-04-11 15:25:18 main:574] : INFO : Epoch 1841 | loss: 0.0312033 | val_loss: 0.0312014 | Time: 1132.78 ms [2022-04-11 15:25:19 main:574] : INFO : Epoch 1842 | loss: 0.0312031 | val_loss: 0.0312022 | Time: 1133.69 ms [2022-04-11 15:25:21 main:574] : INFO : Epoch 1843 | loss: 0.0312031 | val_loss: 0.0312051 | Time: 1136.86 ms [2022-04-11 15:25:22 main:574] : INFO : Epoch 1844 | loss: 0.0312038 | val_loss: 0.0312028 | Time: 1134.72 ms [2022-04-11 15:25:33 main:574] : INFO : Epoch 1845 | loss: 0.0312036 | val_loss: 0.031202 | Time: 11488.6 ms [2022-04-11 15:25:34 main:574] : INFO : Epoch 1846 | loss: 0.031203 | val_loss: 0.0312013 | Time: 1129.34 ms [2022-04-11 15:25:35 main:574] : INFO : Epoch 1847 | loss: 0.031203 | val_loss: 0.0312015 | Time: 1130.29 ms [2022-04-11 15:25:37 main:574] : INFO : Epoch 1848 | loss: 0.0312038 | val_loss: 0.0312031 | Time: 1146.71 ms [2022-04-11 15:25:38 main:574] : INFO : Epoch 1849 | loss: 0.0312041 | val_loss: 0.0312029 | Time: 1140.99 ms [2022-04-11 15:25:39 main:574] : INFO : Epoch 1850 | loss: 0.0312049 | val_loss: 0.0312035 | Time: 1131.21 ms [2022-04-11 15:25:40 main:574] : INFO : Epoch 1851 | loss: 0.0312036 | val_loss: 0.0312035 | Time: 1137.09 ms [2022-04-11 15:25:41 main:574] : INFO : Epoch 1852 | loss: 0.0312045 | val_loss: 0.0312015 | Time: 1133.65 ms [2022-04-11 15:25:42 main:574] : INFO : Epoch 1853 | loss: 0.031204 | val_loss: 0.0312025 | Time: 1132.64 ms [2022-04-11 15:25:43 main:574] : INFO : Epoch 1854 | loss: 0.0312031 | val_loss: 0.0312011 | Time: 1127.46 ms [2022-04-11 15:25:45 main:574] : INFO : Epoch 1855 | loss: 0.0312029 | val_loss: 0.0312022 | Time: 1134.88 ms [2022-04-11 15:25:46 main:574] : INFO : Epoch 1856 | loss: 0.031204 | val_loss: 0.0312027 | Time: 1139.84 ms [2022-04-11 15:25:47 main:574] : INFO : Epoch 1857 | loss: 0.0312057 | val_loss: 0.031202 | Time: 1146.06 ms [2022-04-11 15:25:48 main:574] : INFO : Epoch 1858 | loss: 0.0312056 | val_loss: 0.0312047 | Time: 1131.04 ms [2022-04-11 15:25:49 main:574] : INFO : Epoch 1859 | loss: 0.0312046 | val_loss: 0.0312011 | Time: 1124.15 ms [2022-04-11 15:25:50 main:574] : INFO : Epoch 1860 | loss: 0.0312038 | val_loss: 0.0312047 | Time: 1129.46 ms [2022-04-11 15:25:51 main:574] : INFO : Epoch 1861 | loss: 0.0312044 | val_loss: 0.031207 | Time: 1128 ms [2022-04-11 15:25:53 main:574] : INFO : Epoch 1862 | loss: 0.0312068 | val_loss: 0.031204 | Time: 1132.77 ms [2022-04-11 15:25:54 main:574] : INFO : Epoch 1863 | loss: 0.0312062 | val_loss: 0.0312016 | Time: 1138.28 ms [2022-04-11 15:25:55 main:574] : INFO : Epoch 1864 | loss: 0.0312039 | val_loss: 0.0312054 | Time: 1128.29 ms [2022-04-11 15:25:56 main:574] : INFO : Epoch 1865 | loss: 0.0312062 | val_loss: 0.0312014 | Time: 1131.78 ms [2022-04-11 15:25:57 main:574] : INFO : Epoch 1866 | loss: 0.0312035 | val_loss: 0.0312011 | Time: 1130.27 ms [2022-04-11 15:25:58 main:574] : INFO : Epoch 1867 | loss: 0.0312042 | val_loss: 0.0312011 | Time: 1137.72 ms [2022-04-11 15:25:59 main:574] : INFO : Epoch 1868 | loss: 0.031206 | val_loss: 0.0312031 | Time: 1136.88 ms [2022-04-11 15:26:00 main:574] : INFO : Epoch 1869 | loss: 0.0312043 | val_loss: 0.0312025 | Time: 1132.13 ms [2022-04-11 15:26:02 main:574] : INFO : Epoch 1870 | loss: 0.0312041 | val_loss: 0.031205 | Time: 1150.73 ms [2022-04-11 15:26:03 main:574] : INFO : Epoch 1871 | loss: 0.031206 | val_loss: 0.0312011 | Time: 1136.19 ms [2022-04-11 15:26:04 main:574] : INFO : Epoch 1872 | loss: 0.0312039 | val_loss: 0.031202 | Time: 1134.07 ms [2022-04-11 15:26:05 main:574] : INFO : Epoch 1873 | loss: 0.0312042 | val_loss: 0.031201 | Time: 1133.31 ms [2022-04-11 15:26:06 main:574] : INFO : Epoch 1874 | loss: 0.0312035 | val_loss: 0.0312019 | Time: 1131.49 ms [2022-04-11 15:26:07 main:574] : INFO : Epoch 1875 | loss: 0.0312031 | val_loss: 0.0312014 | Time: 1155.79 ms [2022-04-11 15:26:09 main:574] : INFO : Epoch 1876 | loss: 0.031203 | val_loss: 0.0312018 | Time: 1150.81 ms [2022-04-11 15:26:10 main:574] : INFO : Epoch 1877 | loss: 0.0312052 | val_loss: 0.0312021 | Time: 1128.66 ms [2022-04-11 15:26:11 main:574] : INFO : Epoch 1878 | loss: 0.0312053 | val_loss: 0.0312012 | Time: 1135.81 ms [2022-04-11 15:26:12 main:574] : INFO : Epoch 1879 | loss: 0.0312029 | val_loss: 0.0312011 | Time: 1124.26 ms [2022-04-11 15:26:13 main:574] : INFO : Epoch 1880 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 1130.91 ms [2022-04-11 15:26:14 main:574] : INFO : Epoch 1881 | loss: 0.0312037 | val_loss: 0.0312045 | Time: 1135.56 ms [2022-04-11 15:26:15 main:574] : INFO : Epoch 1882 | loss: 0.0312042 | val_loss: 0.0312018 | Time: 1148.61 ms [2022-04-11 15:26:16 main:574] : INFO : Epoch 1883 | loss: 0.0312036 | val_loss: 0.0312017 | Time: 1132.11 ms [2022-04-11 15:26:18 main:574] : INFO : Epoch 1884 | loss: 0.0312034 | val_loss: 0.0312015 | Time: 1134.66 ms [2022-04-11 15:26:19 main:574] : INFO : Epoch 1885 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 1130.36 ms [2022-04-11 15:26:20 main:574] : INFO : Epoch 1886 | loss: 0.0312032 | val_loss: 0.0312012 | Time: 1135.23 ms [2022-04-11 15:26:21 main:574] : INFO : Epoch 1887 | loss: 0.0312029 | val_loss: 0.0312013 | Time: 1135.3 ms [2022-04-11 15:26:22 main:574] : INFO : Epoch 1888 | loss: 0.0312033 | val_loss: 0.0312029 | Time: 1137.98 ms [2022-04-11 15:26:23 main:574] : INFO : Epoch 1889 | loss: 0.0312043 | val_loss: 0.0312021 | Time: 1131.34 ms [2022-04-11 15:26:24 main:574] : INFO : Epoch 1890 | loss: 0.0312039 | val_loss: 0.0312035 | Time: 1130.51 ms [2022-04-11 15:26:26 main:574] : INFO : Epoch 1891 | loss: 0.031205 | val_loss: 0.0312032 | Time: 1139.57 ms [2022-04-11 15:26:27 main:574] : INFO : Epoch 1892 | loss: 0.0312038 | val_loss: 0.0312016 | Time: 1135.14 ms [2022-04-11 15:26:28 main:574] : INFO : Epoch 1893 | loss: 0.0312035 | val_loss: 0.0312017 | Time: 1129.8 ms [2022-04-11 15:26:29 main:574] : INFO : Epoch 1894 | loss: 0.031204 | val_loss: 0.0312021 | Time: 1129.67 ms [2022-04-11 15:26:30 main:574] : INFO : Epoch 1895 | loss: 0.0312039 | val_loss: 0.0312013 | Time: 1131.63 ms [2022-04-11 15:26:31 main:574] : INFO : Epoch 1896 | loss: 0.0312037 | val_loss: 0.0312013 | Time: 1144.32 ms [2022-04-11 15:26:32 main:574] : INFO : Epoch 1897 | loss: 0.031203 | val_loss: 0.0312021 | Time: 1136.25 ms [2022-04-11 15:26:34 main:574] : INFO : Epoch 1898 | loss: 0.031203 | val_loss: 0.0312014 | Time: 1130.35 ms [2022-04-11 15:26:35 main:574] : INFO : Epoch 1899 | loss: 0.0312034 | val_loss: 0.031202 | Time: 1135.15 ms [2022-04-11 15:26:36 main:574] : INFO : Epoch 1900 | loss: 0.0312034 | val_loss: 0.0312017 | Time: 1133.21 ms [2022-04-11 15:26:37 main:574] : INFO : Epoch 1901 | loss: 0.0312032 | val_loss: 0.031201 | Time: 1131.86 ms [2022-04-11 15:26:38 main:574] : INFO : Epoch 1902 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 1134.16 ms [2022-04-11 15:26:39 main:574] : INFO : Epoch 1903 | loss: 0.0312044 | val_loss: 0.0312018 | Time: 1136.26 ms [2022-04-11 15:26:40 main:574] : INFO : Epoch 1904 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 1135.35 ms [2022-04-11 15:26:42 main:574] : INFO : Epoch 1905 | loss: 0.0312028 | val_loss: 0.0312015 | Time: 1137.24 ms [2022-04-11 15:26:43 main:574] : INFO : Epoch 1906 | loss: 0.0312041 | val_loss: 0.0312081 | Time: 1129.35 ms [2022-04-11 15:26:44 main:574] : INFO : Epoch 1907 | loss: 0.0312056 | val_loss: 0.031202 | Time: 1145.93 ms [2022-04-11 15:26:45 main:574] : INFO : Epoch 1908 | loss: 0.0312047 | val_loss: 0.0312033 | Time: 1136.15 ms [2022-04-11 15:26:46 main:574] : INFO : Epoch 1909 | loss: 0.0312038 | val_loss: 0.0312054 | Time: 1130.36 ms [2022-04-11 15:26:47 main:574] : INFO : Epoch 1910 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 1147.3 ms [2022-04-11 15:26:48 main:574] : INFO : Epoch 1911 | loss: 0.0312045 | val_loss: 0.0312015 | Time: 1134.15 ms [2022-04-11 15:26:50 main:574] : INFO : Epoch 1912 | loss: 0.0312039 | val_loss: 0.0312018 | Time: 1136.96 ms [2022-04-11 15:26:51 main:574] : INFO : Epoch 1913 | loss: 0.0312037 | val_loss: 0.0312013 | Time: 1149.33 ms [2022-04-11 15:26:52 main:574] : INFO : Epoch 1914 | loss: 0.0312028 | val_loss: 0.0312025 | Time: 1143.12 ms [2022-04-11 15:26:53 main:574] : INFO : Epoch 1915 | loss: 0.0312049 | val_loss: 0.031201 | Time: 1124.56 ms [2022-04-11 15:26:54 main:574] : INFO : Epoch 1916 | loss: 0.0312042 | val_loss: 0.0312031 | Time: 1131.07 ms [2022-04-11 15:26:55 main:574] : INFO : Epoch 1917 | loss: 0.0312032 | val_loss: 0.0312019 | Time: 1135.13 ms [2022-04-11 15:26:56 main:574] : INFO : Epoch 1918 | loss: 0.0312029 | val_loss: 0.0312011 | Time: 1130.77 ms [2022-04-11 15:26:58 main:574] : INFO : Epoch 1919 | loss: 0.0312026 | val_loss: 0.0312031 | Time: 1135.47 ms [2022-04-11 15:26:59 main:574] : INFO : Epoch 1920 | loss: 0.0312038 | val_loss: 0.0312021 | Time: 1149.2 ms [2022-04-11 15:27:00 main:574] : INFO : Epoch 1921 | loss: 0.0312038 | val_loss: 0.0312024 | Time: 1151.67 ms [2022-04-11 15:27:01 main:574] : INFO : Epoch 1922 | loss: 0.0312033 | val_loss: 0.0312013 | Time: 1132.9 ms [2022-04-11 15:27:02 main:574] : INFO : Epoch 1923 | loss: 0.0312035 | val_loss: 0.031203 | Time: 1150.73 ms [2022-04-11 15:27:03 main:574] : INFO : Epoch 1924 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 1130.07 ms [2022-04-11 15:27:04 main:574] : INFO : Epoch 1925 | loss: 0.0312038 | val_loss: 0.0312012 | Time: 1136.28 ms [2022-04-11 15:27:06 main:574] : INFO : Epoch 1926 | loss: 0.0312043 | val_loss: 0.0312014 | Time: 1157.31 ms [2022-04-11 15:27:07 main:574] : INFO : Epoch 1927 | loss: 0.0312084 | val_loss: 0.0312015 | Time: 1130.49 ms [2022-04-11 15:27:08 main:574] : INFO : Epoch 1928 | loss: 0.0312038 | val_loss: 0.0312047 | Time: 1127.25 ms [2022-04-11 15:27:09 main:574] : INFO : Epoch 1929 | loss: 0.0312041 | val_loss: 0.0312017 | Time: 1148.67 ms [2022-04-11 15:27:10 main:574] : INFO : Epoch 1930 | loss: 0.0312029 | val_loss: 0.0312012 | Time: 1129.56 ms [2022-04-11 15:27:11 main:574] : INFO : Epoch 1931 | loss: 0.0312029 | val_loss: 0.031203 | Time: 1132.98 ms [2022-04-11 15:27:12 main:574] : INFO : Epoch 1932 | loss: 0.0312035 | val_loss: 0.0312019 | Time: 1131.49 ms [2022-04-11 15:27:14 main:574] : INFO : Epoch 1933 | loss: 0.0312042 | val_loss: 0.0312026 | Time: 1128.94 ms [2022-04-11 15:27:25 main:574] : INFO : Epoch 1934 | loss: 0.0312036 | val_loss: 0.0312013 | Time: 11429.1 ms [2022-04-11 15:27:26 main:574] : INFO : Epoch 1935 | loss: 0.0312039 | val_loss: 0.0312011 | Time: 1135.14 ms [2022-04-11 15:27:27 main:574] : INFO : Epoch 1936 | loss: 0.0312052 | val_loss: 0.0312077 | Time: 1131 ms [2022-04-11 15:27:28 main:574] : INFO : Epoch 1937 | loss: 0.0312048 | val_loss: 0.0312011 | Time: 1135.74 ms [2022-04-11 15:27:30 main:574] : INFO : Epoch 1938 | loss: 0.0312036 | val_loss: 0.031203 | Time: 1131.96 ms [2022-04-11 15:27:31 main:574] : INFO : Epoch 1939 | loss: 0.0312037 | val_loss: 0.0312036 | Time: 1131.75 ms [2022-04-11 15:27:32 main:574] : INFO : Epoch 1940 | loss: 0.0312031 | val_loss: 0.0312031 | Time: 1130.26 ms [2022-04-11 15:27:33 main:574] : INFO : Epoch 1941 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1122.55 ms [2022-04-11 15:27:34 main:574] : INFO : Epoch 1942 | loss: 0.031203 | val_loss: 0.0312014 | Time: 1133.18 ms [2022-04-11 15:27:35 main:574] : INFO : Epoch 1943 | loss: 0.0312031 | val_loss: 0.0312015 | Time: 1159.99 ms [2022-04-11 15:27:36 main:574] : INFO : Epoch 1944 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 1128.34 ms [2022-04-11 15:27:38 main:574] : INFO : Epoch 1945 | loss: 0.0312049 | val_loss: 0.0312013 | Time: 1141.16 ms [2022-04-11 15:27:39 main:574] : INFO : Epoch 1946 | loss: 0.0312038 | val_loss: 0.0312019 | Time: 1133.07 ms [2022-04-11 15:27:40 main:574] : INFO : Epoch 1947 | loss: 0.0312037 | val_loss: 0.0312124 | Time: 1133.32 ms [2022-04-11 15:27:41 main:574] : INFO : Epoch 1948 | loss: 0.0312058 | val_loss: 0.0312014 | Time: 1140.64 ms [2022-04-11 15:27:42 main:574] : INFO : Epoch 1949 | loss: 0.0312041 | val_loss: 0.0312013 | Time: 1126.98 ms [2022-04-11 15:27:43 main:574] : INFO : Epoch 1950 | loss: 0.0312036 | val_loss: 0.0312023 | Time: 1143.32 ms [2022-04-11 15:27:44 main:574] : INFO : Epoch 1951 | loss: 0.031203 | val_loss: 0.0312027 | Time: 1131.75 ms [2022-04-11 15:27:46 main:574] : INFO : Epoch 1952 | loss: 0.0312046 | val_loss: 0.0312017 | Time: 1136.06 ms [2022-04-11 15:27:47 main:574] : INFO : Epoch 1953 | loss: 0.0312042 | val_loss: 0.0312045 | Time: 1137.43 ms [2022-04-11 15:27:48 main:574] : INFO : Epoch 1954 | loss: 0.0312059 | val_loss: 0.0312072 | Time: 1125.76 ms [2022-04-11 15:27:49 main:574] : INFO : Epoch 1955 | loss: 0.031206 | val_loss: 0.031202 | Time: 1130.74 ms [2022-04-11 15:27:50 main:574] : INFO : Epoch 1956 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 1140 ms [2022-04-11 15:27:51 main:574] : INFO : Epoch 1957 | loss: 0.0312039 | val_loss: 0.0312019 | Time: 1133.72 ms [2022-04-11 15:27:52 main:574] : INFO : Epoch 1958 | loss: 0.0312033 | val_loss: 0.031201 | Time: 1140.63 ms [2022-04-11 15:27:54 main:574] : INFO : Epoch 1959 | loss: 0.0312046 | val_loss: 0.0312013 | Time: 1132.39 ms [2022-04-11 15:27:55 main:574] : INFO : Epoch 1960 | loss: 0.0312033 | val_loss: 0.0312009 | Time: 1130.52 ms [2022-04-11 15:27:56 main:574] : INFO : Epoch 1961 | loss: 0.0312042 | val_loss: 0.0312027 | Time: 1137.9 ms [2022-04-11 15:27:57 main:574] : INFO : Epoch 1962 | loss: 0.0312033 | val_loss: 0.0312023 | Time: 1126.28 ms [2022-04-11 15:27:58 main:574] : INFO : Epoch 1963 | loss: 0.0312035 | val_loss: 0.0312031 | Time: 1135.65 ms [2022-04-11 15:27:59 main:574] : INFO : Epoch 1964 | loss: 0.0312032 | val_loss: 0.0312017 | Time: 1129.19 ms [2022-04-11 15:28:00 main:574] : INFO : Epoch 1965 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 1145.9 ms [2022-04-11 15:28:02 main:574] : INFO : Epoch 1966 | loss: 0.031203 | val_loss: 0.0312013 | Time: 1127.04 ms [2022-04-11 15:28:03 main:574] : INFO : Epoch 1967 | loss: 0.031203 | val_loss: 0.0312018 | Time: 1129.7 ms [2022-04-11 15:28:04 main:574] : INFO : Epoch 1968 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 1130.86 ms [2022-04-11 15:28:05 main:574] : INFO : Epoch 1969 | loss: 0.0312035 | val_loss: 0.0312049 | Time: 1138.59 ms [2022-04-11 15:28:06 main:574] : INFO : Epoch 1970 | loss: 0.0312037 | val_loss: 0.0312027 | Time: 1142.82 ms [2022-04-11 15:28:07 main:574] : INFO : Epoch 1971 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 1136.45 ms [2022-04-11 15:28:08 main:574] : INFO : Epoch 1972 | loss: 0.0312032 | val_loss: 0.0312017 | Time: 1130.92 ms [2022-04-11 15:28:10 main:574] : INFO : Epoch 1973 | loss: 0.0312029 | val_loss: 0.0312015 | Time: 1129.32 ms [2022-04-11 15:28:11 main:574] : INFO : Epoch 1974 | loss: 0.0312045 | val_loss: 0.0312048 | Time: 1146.99 ms [2022-04-11 15:28:12 main:574] : INFO : Epoch 1975 | loss: 0.0312044 | val_loss: 0.0312013 | Time: 1138.81 ms [2022-04-11 15:28:13 main:574] : INFO : Epoch 1976 | loss: 0.031204 | val_loss: 0.0312015 | Time: 1138.17 ms [2022-04-11 15:28:14 main:574] : INFO : Epoch 1977 | loss: 0.0312026 | val_loss: 0.0312016 | Time: 1140.3 ms [2022-04-11 15:28:15 main:574] : INFO : Epoch 1978 | loss: 0.0312032 | val_loss: 0.0312012 | Time: 1148.64 ms [2022-04-11 15:28:16 main:574] : INFO : Epoch 1979 | loss: 0.0312032 | val_loss: 0.0312061 | Time: 1132.33 ms [2022-04-11 15:28:18 main:574] : INFO : Epoch 1980 | loss: 0.0312056 | val_loss: 0.0312025 | Time: 1138.63 ms [2022-04-11 15:28:19 main:574] : INFO : Epoch 1981 | loss: 0.0312038 | val_loss: 0.0312044 | Time: 1133.47 ms [2022-04-11 15:28:20 main:574] : INFO : Epoch 1982 | loss: 0.031204 | val_loss: 0.0312015 | Time: 1133.75 ms [2022-04-11 15:28:21 main:574] : INFO : Epoch 1983 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 1136.96 ms [2022-04-11 15:28:22 main:574] : INFO : Epoch 1984 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 1155.32 ms [2022-04-11 15:28:23 main:574] : INFO : Epoch 1985 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 1131.2 ms [2022-04-11 15:28:24 main:574] : INFO : Epoch 1986 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 1137.33 ms [2022-04-11 15:28:26 main:574] : INFO : Epoch 1987 | loss: 0.0312031 | val_loss: 0.0312022 | Time: 1136.67 ms [2022-04-11 15:28:27 main:574] : INFO : Epoch 1988 | loss: 0.0312034 | val_loss: 0.0312013 | Time: 1137.35 ms [2022-04-11 15:28:28 main:574] : INFO : Epoch 1989 | loss: 0.0312034 | val_loss: 0.031202 | Time: 1152.21 ms [2022-04-11 15:28:29 main:574] : INFO : Epoch 1990 | loss: 0.0312043 | val_loss: 0.0312011 | Time: 1134.23 ms [2022-04-11 15:28:30 main:574] : INFO : Epoch 1991 | loss: 0.0312039 | val_loss: 0.0312021 | Time: 1135.94 ms [2022-04-11 15:28:31 main:574] : INFO : Epoch 1992 | loss: 0.031203 | val_loss: 0.0312018 | Time: 1137.59 ms [2022-04-11 15:28:32 main:574] : INFO : Epoch 1993 | loss: 0.031204 | val_loss: 0.0312052 | Time: 1141.05 ms [2022-04-11 15:28:34 main:574] : INFO : Epoch 1994 | loss: 0.031205 | val_loss: 0.0312033 | Time: 1133.74 ms [2022-04-11 15:28:35 main:574] : INFO : Epoch 1995 | loss: 0.0312045 | val_loss: 0.0312036 | Time: 1136.62 ms [2022-04-11 15:28:36 main:574] : INFO : Epoch 1996 | loss: 0.0312033 | val_loss: 0.0312036 | Time: 1142.83 ms [2022-04-11 15:28:37 main:574] : INFO : Epoch 1997 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 1137.74 ms [2022-04-11 15:28:38 main:574] : INFO : Epoch 1998 | loss: 0.031206 | val_loss: 0.0312016 | Time: 1129.87 ms [2022-04-11 15:28:39 main:574] : INFO : Epoch 1999 | loss: 0.0312036 | val_loss: 0.0312021 | Time: 1132.3 ms [2022-04-11 15:28:40 main:574] : INFO : Epoch 2000 | loss: 0.0312032 | val_loss: 0.0312033 | Time: 1135.88 ms [2022-04-11 15:28:42 main:574] : INFO : Epoch 2001 | loss: 0.0312039 | val_loss: 0.0312013 | Time: 1130.19 ms [2022-04-11 15:28:43 main:574] : INFO : Epoch 2002 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 1145.42 ms [2022-04-11 15:28:44 main:574] : INFO : Epoch 2003 | loss: 0.0312046 | val_loss: 0.0312013 | Time: 1136.14 ms [2022-04-11 15:28:45 main:574] : INFO : Epoch 2004 | loss: 0.0312046 | val_loss: 0.0312013 | Time: 1136.78 ms [2022-04-11 15:28:46 main:574] : INFO : Epoch 2005 | loss: 0.0312032 | val_loss: 0.0312023 | Time: 1135.27 ms [2022-04-11 15:28:47 main:574] : INFO : Epoch 2006 | loss: 0.0312039 | val_loss: 0.0312029 | Time: 1143.66 ms [2022-04-11 15:28:48 main:574] : INFO : Epoch 2007 | loss: 0.0312035 | val_loss: 0.031205 | Time: 1130.35 ms [2022-04-11 15:28:50 main:574] : INFO : Epoch 2008 | loss: 0.0312064 | val_loss: 0.0312124 | Time: 1135.2 ms [2022-04-11 15:28:51 main:574] : INFO : Epoch 2009 | loss: 0.0312062 | val_loss: 0.0312025 | Time: 1135.18 ms [2022-04-11 15:28:52 main:574] : INFO : Epoch 2010 | loss: 0.0312039 | val_loss: 0.031202 | Time: 1138.71 ms [2022-04-11 15:28:53 main:574] : INFO : Epoch 2011 | loss: 0.0312028 | val_loss: 0.0312016 | Time: 1141.44 ms [2022-04-11 15:28:54 main:574] : INFO : Epoch 2012 | loss: 0.031203 | val_loss: 0.0312013 | Time: 1132.06 ms [2022-04-11 15:28:55 main:574] : INFO : Epoch 2013 | loss: 0.031203 | val_loss: 0.0312022 | Time: 1130.68 ms [2022-04-11 15:28:56 main:574] : INFO : Epoch 2014 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 1139.11 ms [2022-04-11 15:28:58 main:574] : INFO : Epoch 2015 | loss: 0.0312028 | val_loss: 0.0312017 | Time: 1141.32 ms [2022-04-11 15:28:59 main:574] : INFO : Epoch 2016 | loss: 0.0312027 | val_loss: 0.0312015 | Time: 1143.64 ms [2022-04-11 15:29:00 main:574] : INFO : Epoch 2017 | loss: 0.0312034 | val_loss: 0.0312031 | Time: 1140.37 ms [2022-04-11 15:29:01 main:574] : INFO : Epoch 2018 | loss: 0.0312041 | val_loss: 0.031202 | Time: 1132.46 ms [2022-04-11 15:29:02 main:574] : INFO : Epoch 2019 | loss: 0.0312043 | val_loss: 0.0312023 | Time: 1138.72 ms [2022-04-11 15:29:03 main:574] : INFO : Epoch 2020 | loss: 0.0312041 | val_loss: 0.0312036 | Time: 1137.07 ms [2022-04-11 15:29:04 main:574] : INFO : Epoch 2021 | loss: 0.0312029 | val_loss: 0.0312019 | Time: 1138.48 ms [2022-04-11 15:29:06 main:574] : INFO : Epoch 2022 | loss: 0.0312032 | val_loss: 0.0312017 | Time: 1130.05 ms [2022-04-11 15:29:07 main:574] : INFO : Epoch 2023 | loss: 0.0312034 | val_loss: 0.0312015 | Time: 1138.68 ms [2022-04-11 15:29:08 main:574] : INFO : Epoch 2024 | loss: 0.0312036 | val_loss: 0.0312025 | Time: 1134.52 ms [2022-04-11 15:29:09 main:574] : INFO : Epoch 2025 | loss: 0.031203 | val_loss: 0.0312021 | Time: 1146.81 ms [2022-04-11 15:29:10 main:574] : INFO : Epoch 2026 | loss: 0.0312028 | val_loss: 0.0312013 | Time: 1143.12 ms [2022-04-11 15:29:11 main:574] : INFO : Epoch 2027 | loss: 0.0312031 | val_loss: 0.0312013 | Time: 1148.26 ms [2022-04-11 15:29:12 main:574] : INFO : Epoch 2028 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 1131.56 ms [2022-04-11 15:29:14 main:574] : INFO : Epoch 2029 | loss: 0.0312033 | val_loss: 0.0312015 | Time: 1126.18 ms [2022-04-11 15:29:15 main:574] : INFO : Epoch 2030 | loss: 0.0312029 | val_loss: 0.0312013 | Time: 1142.35 ms [2022-04-11 15:29:16 main:574] : INFO : Epoch 2031 | loss: 0.0312032 | val_loss: 0.0312048 | Time: 1134.77 ms [2022-04-11 15:29:17 main:574] : INFO : Epoch 2032 | loss: 0.0312057 | val_loss: 0.0312027 | Time: 1142.01 ms [2022-04-11 15:29:18 main:574] : INFO : Epoch 2033 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 1137.84 ms [2022-04-11 15:29:19 main:574] : INFO : Epoch 2034 | loss: 0.0312028 | val_loss: 0.0312022 | Time: 1129.35 ms [2022-04-11 15:29:20 main:574] : INFO : Epoch 2035 | loss: 0.0312031 | val_loss: 0.0312018 | Time: 1138.84 ms [2022-04-11 15:29:22 main:574] : INFO : Epoch 2036 | loss: 0.031203 | val_loss: 0.0312028 | Time: 1136.41 ms [2022-04-11 15:29:23 main:574] : INFO : Epoch 2037 | loss: 0.0312034 | val_loss: 0.0312024 | Time: 1142.68 ms [2022-04-11 15:29:24 main:574] : INFO : Epoch 2038 | loss: 0.031203 | val_loss: 0.0312032 | Time: 1136.66 ms [2022-04-11 15:29:25 main:574] : INFO : Epoch 2039 | loss: 0.0312038 | val_loss: 0.0312034 | Time: 1130.86 ms [2022-04-11 15:29:26 main:574] : INFO : Epoch 2040 | loss: 0.0312034 | val_loss: 0.0312028 | Time: 1135.44 ms [2022-04-11 15:29:27 main:574] : INFO : Epoch 2041 | loss: 0.0312028 | val_loss: 0.0312022 | Time: 1135.1 ms [2022-04-11 15:29:28 main:574] : INFO : Epoch 2042 | loss: 0.0312036 | val_loss: 0.031202 | Time: 1136.98 ms [2022-04-11 15:29:30 main:574] : INFO : Epoch 2043 | loss: 0.0312034 | val_loss: 0.0312054 | Time: 1131.49 ms [2022-04-11 15:29:31 main:574] : INFO : Epoch 2044 | loss: 0.031205 | val_loss: 0.0312013 | Time: 1131.14 ms [2022-04-11 15:29:32 main:574] : INFO : Epoch 2045 | loss: 0.0312046 | val_loss: 0.031202 | Time: 1133.88 ms [2022-04-11 15:29:33 main:574] : INFO : Epoch 2046 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 1133.98 ms [2022-04-11 15:29:34 main:574] : INFO : Epoch 2047 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1137.59 ms [2022-04-11 15:29:35 main:574] : INFO : Epoch 2048 | loss: 0.031203 | val_loss: 0.0312027 | Time: 1127.37 ms [2022-04-11 15:29:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312027 [2022-04-11 15:29:35 main:603] : INFO : Saving end state to config to file [2022-04-11 15:29:35 main:608] : INFO : Success, exiting.. 15:29:35 (5552): 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)