Task 12537467
| Name | ParityModified-1645995916-28656-2-0_0 |
| Workunit | 9700826 |
| Created | 4 Mar 2022, 13:11:10 UTC |
| Sent | 7 Mar 2022, 8:08:53 UTC |
| Report deadline | 15 Mar 2022, 8:08:53 UTC |
| Received | 7 Mar 2022, 10:02:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 9 sec |
| CPU time | 40 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312088 | val_loss: 0.0312077 | Time: 1179.2 ms [2022-03-07 02:52:12 main:574] : INFO : Epoch 1543 | loss: 0.0312086 | val_loss: 0.0312074 | Time: 1198.4 ms [2022-03-07 02:52:13 main:574] : INFO : Epoch 1544 | loss: 0.0312083 | val_loss: 0.0312073 | Time: 1177.06 ms [2022-03-07 02:52:14 main:574] : INFO : Epoch 1545 | loss: 0.0312083 | val_loss: 0.0312071 | Time: 1184.62 ms [2022-03-07 02:52:16 main:574] : INFO : Epoch 1546 | loss: 0.031208 | val_loss: 0.0312068 | Time: 1187.69 ms [2022-03-07 02:52:17 main:574] : INFO : Epoch 1547 | loss: 0.0312078 | val_loss: 0.0312069 | Time: 1201.95 ms [2022-03-07 02:52:18 main:574] : INFO : Epoch 1548 | loss: 0.0312078 | val_loss: 0.0312068 | Time: 1204.55 ms [2022-03-07 02:52:19 main:574] : INFO : Epoch 1549 | loss: 0.0312077 | val_loss: 0.0312064 | Time: 1201.15 ms [2022-03-07 02:52:20 main:574] : INFO : Epoch 1550 | loss: 0.0312075 | val_loss: 0.0312064 | Time: 1195.44 ms [2022-03-07 02:52:22 main:574] : INFO : Epoch 1551 | loss: 0.0312073 | val_loss: 0.0312061 | Time: 1194.19 ms [2022-03-07 02:52:23 main:574] : INFO : Epoch 1552 | loss: 0.0312072 | val_loss: 0.031206 | Time: 1187.64 ms [2022-03-07 02:52:24 main:574] : INFO : Epoch 1553 | loss: 0.031207 | val_loss: 0.0312058 | Time: 1194.86 ms [2022-03-07 02:52:25 main:574] : INFO : Epoch 1554 | loss: 0.0312069 | val_loss: 0.0312063 | Time: 1200.47 ms [2022-03-07 02:52:26 main:574] : INFO : Epoch 1555 | loss: 0.031207 | val_loss: 0.0312057 | Time: 1196.39 ms [2022-03-07 02:52:28 main:574] : INFO : Epoch 1556 | loss: 0.0312066 | val_loss: 0.0312055 | Time: 1190.71 ms [2022-03-07 02:52:29 main:574] : INFO : Epoch 1557 | loss: 0.0312065 | val_loss: 0.0312054 | Time: 1200.04 ms [2022-03-07 02:52:30 main:574] : INFO : Epoch 1558 | loss: 0.0312063 | val_loss: 0.0312052 | Time: 1193.92 ms [2022-03-07 02:52:31 main:574] : INFO : Epoch 1559 | loss: 0.0312065 | val_loss: 0.0312053 | Time: 1211.61 ms [2022-03-07 02:52:32 main:574] : INFO : Epoch 1560 | loss: 0.0312062 | val_loss: 0.0312051 | Time: 1195.27 ms [2022-03-07 02:52:34 main:574] : INFO : Epoch 1561 | loss: 0.0312058 | val_loss: 0.0312051 | Time: 1179.5 ms [2022-03-07 02:52:35 main:574] : INFO : Epoch 1562 | loss: 0.0312058 | val_loss: 0.0312048 | Time: 1187.51 ms [2022-03-07 02:52:36 main:574] : INFO : Epoch 1563 | loss: 0.0312056 | val_loss: 0.0312048 | Time: 1211.8 ms [2022-03-07 02:52:37 main:574] : INFO : Epoch 1564 | loss: 0.0312055 | val_loss: 0.0312046 | Time: 1207.43 ms [2022-03-07 02:52:38 main:574] : INFO : Epoch 1565 | loss: 0.0312054 | val_loss: 0.0312044 | Time: 1171.01 ms [2022-03-07 02:52:40 main:574] : INFO : Epoch 1566 | loss: 0.0312053 | val_loss: 0.0312043 | Time: 1195.81 ms [2022-03-07 02:52:41 main:574] : INFO : Epoch 1567 | loss: 0.0312052 | val_loss: 0.0312046 | Time: 1203.43 ms [2022-03-07 02:52:42 main:574] : INFO : Epoch 1568 | loss: 0.0312051 | val_loss: 0.0312041 | Time: 1184.76 ms [2022-03-07 02:52:43 main:574] : INFO : Epoch 1569 | loss: 0.0312049 | val_loss: 0.031204 | Time: 1194.07 ms [2022-03-07 02:52:44 main:574] : INFO : Epoch 1570 | loss: 0.0312048 | val_loss: 0.0312039 | Time: 1205.82 ms [2022-03-07 02:52:46 main:574] : INFO : Epoch 1571 | loss: 0.0312047 | val_loss: 0.0312039 | Time: 1184.79 ms [2022-03-07 02:52:47 main:574] : INFO : Epoch 1572 | loss: 0.031205 | val_loss: 0.0312038 | Time: 1189.87 ms [2022-03-07 02:52:48 main:574] : INFO : Epoch 1573 | loss: 0.0312046 | val_loss: 0.0312038 | Time: 1186.33 ms [2022-03-07 02:52:49 main:574] : INFO : Epoch 1574 | loss: 0.0312044 | val_loss: 0.0312037 | Time: 1212.37 ms [2022-03-07 02:52:50 main:574] : INFO : Epoch 1575 | loss: 0.0312043 | val_loss: 0.0312035 | Time: 1207.04 ms [2022-03-07 02:52:52 main:574] : INFO : Epoch 1576 | loss: 0.0312042 | val_loss: 0.0312034 | Time: 1196.44 ms [2022-03-07 02:52:53 main:574] : INFO : Epoch 1577 | loss: 0.0312041 | val_loss: 0.0312034 | Time: 1194.48 ms [2022-03-07 02:52:54 main:574] : INFO : Epoch 1578 | loss: 0.0312043 | val_loss: 0.0312033 | Time: 1198.14 ms [2022-03-07 02:52:55 main:574] : INFO : Epoch 1579 | loss: 0.0312039 | val_loss: 0.0312044 | Time: 1189.36 ms [2022-03-07 02:52:56 main:574] : INFO : Epoch 1580 | loss: 0.0312043 | val_loss: 0.0312035 | Time: 1201.44 ms [2022-03-07 02:52:58 main:574] : INFO : Epoch 1581 | loss: 0.0312039 | val_loss: 0.0312031 | Time: 1192.13 ms [2022-03-07 02:52:59 main:574] : INFO : Epoch 1582 | loss: 0.0312039 | val_loss: 0.0312039 | Time: 1194.64 ms [2022-03-07 02:53:00 main:574] : INFO : Epoch 1583 | loss: 0.0312037 | val_loss: 0.031203 | Time: 1188.44 ms [2022-03-07 02:53:01 main:574] : INFO : Epoch 1584 | loss: 0.0312035 | val_loss: 0.0312033 | Time: 1182.91 ms [2022-03-07 02:53:02 main:574] : INFO : Epoch 1585 | loss: 0.0312034 | val_loss: 0.0312028 | Time: 1213.84 ms [2022-03-07 02:53:03 main:574] : INFO : Epoch 1586 | loss: 0.0312032 | val_loss: 0.0312026 | Time: 1193.47 ms [2022-03-07 02:53:05 main:574] : INFO : Epoch 1587 | loss: 0.031203 | val_loss: 0.0312026 | Time: 1188.07 ms [2022-03-07 02:53:06 main:574] : INFO : Epoch 1588 | loss: 0.031203 | val_loss: 0.0312028 | Time: 1190.25 ms [2022-03-07 02:53:07 main:574] : INFO : Epoch 1589 | loss: 0.031203 | val_loss: 0.0312024 | Time: 1192.49 ms [2022-03-07 02:53:08 main:574] : INFO : Epoch 1590 | loss: 0.0312028 | val_loss: 0.0312023 | Time: 1184.25 ms [2022-03-07 02:53:09 main:574] : INFO : Epoch 1591 | loss: 0.0312027 | val_loss: 0.0312023 | Time: 1181.64 ms [2022-03-07 02:53:11 main:574] : INFO : Epoch 1592 | loss: 0.0312028 | val_loss: 0.0312024 | Time: 1218.74 ms [2022-03-07 02:53:12 main:574] : INFO : Epoch 1593 | loss: 0.0312028 | val_loss: 0.0312021 | Time: 1170.81 ms [2022-03-07 02:53:13 main:574] : INFO : Epoch 1594 | loss: 0.0312024 | val_loss: 0.0312023 | Time: 1198.49 ms [2022-03-07 02:53:14 main:574] : INFO : Epoch 1595 | loss: 0.0312026 | val_loss: 0.031202 | Time: 1185.97 ms [2022-03-07 02:53:15 main:574] : INFO : Epoch 1596 | loss: 0.0312022 | val_loss: 0.0312018 | Time: 1197.7 ms [2022-03-07 02:53:17 main:574] : INFO : Epoch 1597 | loss: 0.0312021 | val_loss: 0.0312018 | Time: 1202.61 ms [2022-03-07 02:53:18 main:574] : INFO : Epoch 1598 | loss: 0.0312021 | val_loss: 0.0312018 | Time: 1188.71 ms [2022-03-07 02:53:19 main:574] : INFO : Epoch 1599 | loss: 0.031202 | val_loss: 0.0312016 | Time: 1190.37 ms [2022-03-07 02:53:20 main:574] : INFO : Epoch 1600 | loss: 0.0312018 | val_loss: 0.0312021 | Time: 1176.49 ms [2022-03-07 02:53:21 main:574] : INFO : Epoch 1601 | loss: 0.031202 | val_loss: 0.0312016 | Time: 1179.74 ms [2022-03-07 02:53:23 main:574] : INFO : Epoch 1602 | loss: 0.0312021 | val_loss: 0.0312015 | Time: 1197.86 ms [2022-03-07 02:53:24 main:574] : INFO : Epoch 1603 | loss: 0.0312019 | val_loss: 0.0312015 | Time: 1174.53 ms [2022-03-07 02:53:25 main:574] : INFO : Epoch 1604 | loss: 0.0312016 | val_loss: 0.0312013 | Time: 1205.91 ms [2022-03-07 02:53:26 main:574] : INFO : Epoch 1605 | loss: 0.0312014 | val_loss: 0.0312017 | Time: 1189.08 ms [2022-03-07 02:53:27 main:574] : INFO : Epoch 1606 | loss: 0.0312017 | val_loss: 0.0312022 | Time: 1197.14 ms [2022-03-07 02:53:29 main:574] : INFO : Epoch 1607 | loss: 0.0312018 | val_loss: 0.0312018 | Time: 1185.24 ms [2022-03-07 02:53:30 main:574] : INFO : Epoch 1608 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 1185.28 ms [2022-03-07 02:53:31 main:574] : INFO : Epoch 1609 | loss: 0.0312016 | val_loss: 0.031201 | Time: 1210.18 ms [2022-03-07 02:53:32 main:574] : INFO : Epoch 1610 | loss: 0.0312013 | val_loss: 0.031201 | Time: 1202.77 ms [2022-03-07 02:53:33 main:574] : INFO : Epoch 1611 | loss: 0.0312012 | val_loss: 0.0312009 | Time: 1193.55 ms [2022-03-07 02:53:34 main:574] : INFO : Epoch 1612 | loss: 0.0312011 | val_loss: 0.0312012 | Time: 1192.93 ms [2022-03-07 02:53:36 main:574] : INFO : Epoch 1613 | loss: 0.0312011 | val_loss: 0.0312008 | Time: 1194.83 ms [2022-03-07 02:53:37 main:574] : INFO : Epoch 1614 | loss: 0.0312008 | val_loss: 0.0312013 | Time: 1184.07 ms [2022-03-07 02:53:38 main:574] : INFO : Epoch 1615 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 1194.53 ms [2022-03-07 02:53:39 main:574] : INFO : Epoch 1616 | loss: 0.0312008 | val_loss: 0.0312008 | Time: 1212.91 ms [2022-03-07 02:53:40 main:574] : INFO : Epoch 1617 | loss: 0.0312009 | val_loss: 0.0312008 | Time: 1189.21 ms [2022-03-07 02:53:42 main:574] : INFO : Epoch 1618 | loss: 0.0312005 | val_loss: 0.0312005 | Time: 1188.5 ms [2022-03-07 02:53:43 main:574] : INFO : Epoch 1619 | loss: 0.0312005 | val_loss: 0.0312007 | Time: 1198.61 ms [2022-03-07 02:53:44 main:574] : INFO : Epoch 1620 | loss: 0.0312005 | val_loss: 0.0312004 | Time: 1202.47 ms [2022-03-07 02:53:45 main:574] : INFO : Epoch 1621 | loss: 0.0312007 | val_loss: 0.031202 | Time: 1192.64 ms [2022-03-07 02:53:46 main:574] : INFO : Epoch 1622 | loss: 0.0312009 | val_loss: 0.0312002 | Time: 1195.21 ms [2022-03-07 02:53:48 main:574] : INFO : Epoch 1623 | loss: 0.0312002 | val_loss: 0.0312002 | Time: 1189.89 ms [2022-03-07 02:53:49 main:574] : INFO : Epoch 1624 | loss: 0.0312004 | val_loss: 0.0312009 | Time: 1200.07 ms [2022-03-07 02:53:50 main:574] : INFO : Epoch 1625 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 1201.16 ms [2022-03-07 02:53:51 main:574] : INFO : Epoch 1626 | loss: 0.0311999 | val_loss: 0.0312004 | Time: 1184 ms [2022-03-07 02:53:52 main:574] : INFO : Epoch 1627 | loss: 0.0311999 | val_loss: 0.0312003 | Time: 1191.85 ms [2022-03-07 02:53:54 main:574] : INFO : Epoch 1628 | loss: 0.0312001 | val_loss: 0.0312 | Time: 1203.68 ms [2022-03-07 02:53:55 main:574] : INFO : Epoch 1629 | loss: 0.0311999 | val_loss: 0.0311999 | Time: 1190.7 ms [2022-03-07 02:53:56 main:574] : INFO : Epoch 1630 | loss: 0.0311999 | val_loss: 0.0312001 | Time: 1191.34 ms [2022-03-07 02:53:57 main:574] : INFO : Epoch 1631 | loss: 0.0311998 | val_loss: 0.0311997 | Time: 1186.78 ms [2022-03-07 02:53:58 main:574] : INFO : Epoch 1632 | loss: 0.0311995 | val_loss: 0.0311997 | Time: 1181.93 ms [2022-03-07 02:54:00 main:574] : INFO : Epoch 1633 | loss: 0.0311996 | val_loss: 0.0312002 | Time: 1178.35 ms [2022-03-07 02:54:01 main:574] : INFO : Epoch 1634 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 1169.26 ms [2022-03-07 02:54:02 main:574] : INFO : Epoch 1635 | loss: 0.0311995 | val_loss: 0.0311999 | Time: 1198.61 ms [2022-03-07 02:54:03 main:574] : INFO : Epoch 1636 | loss: 0.0311995 | val_loss: 0.0311995 | Time: 1192.59 ms [2022-03-07 02:54:04 main:574] : INFO : Epoch 1637 | loss: 0.0311994 | val_loss: 0.0311994 | Time: 1194.02 ms [2022-03-07 02:54:06 main:574] : INFO : Epoch 1638 | loss: 0.0311994 | val_loss: 0.0311996 | Time: 1182.8 ms [2022-03-07 02:54:07 main:574] : INFO : Epoch 1639 | loss: 0.0311991 | val_loss: 0.0311998 | Time: 1191.95 ms [2022-03-07 02:54:08 main:574] : INFO : Epoch 1640 | loss: 0.0311992 | val_loss: 0.0311995 | Time: 1196.6 ms [2022-03-07 02:54:09 main:574] : INFO : Epoch 1641 | loss: 0.0311992 | val_loss: 0.0311999 | Time: 1183.23 ms [2022-03-07 02:54:10 main:574] : INFO : Epoch 1642 | loss: 0.0311994 | val_loss: 0.0311995 | Time: 1179.76 ms [2022-03-07 02:54:12 main:574] : INFO : Epoch 1643 | loss: 0.0311992 | val_loss: 0.0312007 | Time: 1197.53 ms [2022-03-07 02:54:13 main:574] : INFO : Epoch 1644 | loss: 0.0311992 | val_loss: 0.0311993 | Time: 1177.61 ms [2022-03-07 02:54:14 main:574] : INFO : Epoch 1645 | loss: 0.0311989 | val_loss: 0.0311995 | Time: 1213.12 ms [2022-03-07 02:54:15 main:574] : INFO : Epoch 1646 | loss: 0.031199 | val_loss: 0.031199 | Time: 1201.32 ms [2022-03-07 02:54:16 main:574] : INFO : Epoch 1647 | loss: 0.0311986 | val_loss: 0.031199 | Time: 1180.35 ms [2022-03-07 02:54:17 main:574] : INFO : Epoch 1648 | loss: 0.0311985 | val_loss: 0.031199 | Time: 1182.5 ms [2022-03-07 02:54:19 main:574] : INFO : Epoch 1649 | loss: 0.0311985 | val_loss: 0.031199 | Time: 1209.43 ms [2022-03-07 02:54:20 main:574] : INFO : Epoch 1650 | loss: 0.0311986 | val_loss: 0.0311992 | Time: 1178.4 ms [2022-03-07 02:54:21 main:574] : INFO : Epoch 1651 | loss: 0.0311984 | val_loss: 0.0311991 | Time: 1211.73 ms [2022-03-07 02:54:22 main:574] : INFO : Epoch 1652 | loss: 0.0311986 | val_loss: 0.0311988 | Time: 1162.34 ms [2022-03-07 02:54:23 main:574] : INFO : Epoch 1653 | loss: 0.0311984 | val_loss: 0.0311994 | Time: 1193.59 ms [2022-03-07 02:54:25 main:574] : INFO : Epoch 1654 | loss: 0.0311985 | val_loss: 0.0311992 | Time: 1203.22 ms [2022-03-07 02:54:26 main:574] : INFO : Epoch 1655 | loss: 0.0311984 | val_loss: 0.0311987 | Time: 1192.39 ms [2022-03-07 02:54:27 main:574] : INFO : Epoch 1656 | loss: 0.0311982 | val_loss: 0.0311986 | Time: 1189.19 ms [2022-03-07 02:54:28 main:574] : INFO : Epoch 1657 | loss: 0.031198 | val_loss: 0.0311994 | Time: 1209.22 ms [2022-03-07 02:54:29 main:574] : INFO : Epoch 1658 | loss: 0.0311983 | val_loss: 0.0311989 | Time: 1199.29 ms [2022-03-07 02:54:31 main:574] : INFO : Epoch 1659 | loss: 0.0311981 | val_loss: 0.0311989 | Time: 1193.93 ms [2022-03-07 02:54:32 main:574] : INFO : Epoch 1660 | loss: 0.0311982 | val_loss: 0.0311986 | Time: 1185.98 ms [2022-03-07 02:54:33 main:574] : INFO : Epoch 1661 | loss: 0.0311979 | val_loss: 0.0311984 | Time: 1186.88 ms [2022-03-07 02:54:34 main:574] : INFO : Epoch 1662 | loss: 0.031198 | val_loss: 0.0311984 | Time: 1199.05 ms [2022-03-07 02:54:35 main:574] : INFO : Epoch 1663 | loss: 0.0311979 | val_loss: 0.0311986 | Time: 1190.72 ms [2022-03-07 02:54:37 main:574] : INFO : Epoch 1664 | loss: 0.0311977 | val_loss: 0.0311986 | Time: 1166.42 ms [2022-03-07 02:54:38 main:574] : INFO : Epoch 1665 | loss: 0.0311978 | val_loss: 0.0311987 | Time: 1183.67 ms [2022-03-07 02:54:39 main:574] : INFO : Epoch 1666 | loss: 0.0311979 | val_loss: 0.0311987 | Time: 1192.33 ms [2022-03-07 02:54:40 main:574] : INFO : Epoch 1667 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 1184.57 ms [2022-03-07 02:54:41 main:574] : INFO : Epoch 1668 | loss: 0.031198 | val_loss: 0.0311982 | Time: 1193.13 ms [2022-03-07 02:54:43 main:574] : INFO : Epoch 1669 | loss: 0.0311975 | val_loss: 0.0311985 | Time: 1197.68 ms [2022-03-07 02:54:44 main:574] : INFO : Epoch 1670 | loss: 0.0311974 | val_loss: 0.0311996 | Time: 1190.82 ms [2022-03-07 02:54:45 main:574] : INFO : Epoch 1671 | loss: 0.0311976 | val_loss: 0.0311989 | Time: 1177.26 ms [2022-03-07 02:54:46 main:574] : INFO : Epoch 1672 | loss: 0.0311973 | val_loss: 0.031198 | Time: 1196.11 ms [2022-03-07 02:54:47 main:574] : INFO : Epoch 1673 | loss: 0.0311975 | val_loss: 0.0311982 | Time: 1187.28 ms [2022-03-07 02:54:48 main:574] : INFO : Epoch 1674 | loss: 0.0311976 | val_loss: 0.0311981 | Time: 1211.26 ms [2022-03-07 02:54:50 main:574] : INFO : Epoch 1675 | loss: 0.0311983 | val_loss: 0.0311986 | Time: 1186.61 ms [2022-03-07 02:54:51 main:574] : INFO : Epoch 1676 | loss: 0.0311974 | val_loss: 0.0311987 | Time: 1206.66 ms [2022-03-07 02:54:52 main:574] : INFO : Epoch 1677 | loss: 0.0311973 | val_loss: 0.031198 | Time: 1183.96 ms [2022-03-07 02:54:53 main:574] : INFO : Epoch 1678 | loss: 0.0311973 | val_loss: 0.0311979 | Time: 1199.11 ms [2022-03-07 02:54:54 main:574] : INFO : Epoch 1679 | loss: 0.0311969 | val_loss: 0.0311979 | Time: 1200.78 ms [2022-03-07 02:54:56 main:574] : INFO : Epoch 1680 | loss: 0.0311969 | val_loss: 0.0311978 | Time: 1200.44 ms [2022-03-07 02:54:57 main:574] : INFO : Epoch 1681 | loss: 0.0311972 | val_loss: 0.0311978 | Time: 1206 ms [2022-03-07 02:54:58 main:574] : INFO : Epoch 1682 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 1211.56 ms [2022-03-07 02:54:59 main:574] : INFO : Epoch 1683 | loss: 0.0311968 | val_loss: 0.0311977 | Time: 1198.21 ms [2022-03-07 02:55:00 main:574] : INFO : Epoch 1684 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 1196.24 ms [2022-03-07 02:55:02 main:574] : INFO : Epoch 1685 | loss: 0.0311966 | val_loss: 0.0311976 | Time: 1188.53 ms [2022-03-07 02:55:03 main:574] : INFO : Epoch 1686 | loss: 0.0311966 | val_loss: 0.0311975 | Time: 1199.42 ms [2022-03-07 02:55:04 main:574] : INFO : Epoch 1687 | loss: 0.0311966 | val_loss: 0.0311984 | Time: 1178.33 ms [2022-03-07 02:55:05 main:574] : INFO : Epoch 1688 | loss: 0.0311971 | val_loss: 0.0311975 | Time: 1179.02 ms [2022-03-07 02:55:06 main:574] : INFO : Epoch 1689 | loss: 0.0311969 | val_loss: 0.0311984 | Time: 1193.84 ms [2022-03-07 02:55:08 main:574] : INFO : Epoch 1690 | loss: 0.0311968 | val_loss: 0.0311974 | Time: 1200.52 ms [2022-03-07 02:55:09 main:574] : INFO : Epoch 1691 | loss: 0.0311964 | val_loss: 0.0311981 | Time: 1187.06 ms [2022-03-07 02:55:10 main:574] : INFO : Epoch 1692 | loss: 0.0311968 | val_loss: 0.0311993 | Time: 1205.2 ms [2022-03-07 02:55:11 main:574] : INFO : Epoch 1693 | loss: 0.0311987 | val_loss: 0.0312001 | Time: 1203.56 ms [2022-03-07 02:55:12 main:574] : INFO : Epoch 1694 | loss: 0.0311971 | val_loss: 0.0311973 | Time: 1202.53 ms [2022-03-07 02:55:14 main:574] : INFO : Epoch 1695 | loss: 0.0311967 | val_loss: 0.0311975 | Time: 1201.35 ms [2022-03-07 02:55:15 main:574] : INFO : Epoch 1696 | loss: 0.0311961 | val_loss: 0.0311972 | Time: 1163.62 ms [2022-03-07 02:55:16 main:574] : INFO : Epoch 1697 | loss: 0.0311964 | val_loss: 0.0311974 | Time: 1190.01 ms [2022-03-07 02:55:17 main:574] : INFO : Epoch 1698 | loss: 0.0311969 | val_loss: 0.0311975 | Time: 1203.99 ms [2022-03-07 02:55:18 main:574] : INFO : Epoch 1699 | loss: 0.0311966 | val_loss: 0.0311974 | Time: 1195.51 ms [2022-03-07 02:55:20 main:574] : INFO : Epoch 1700 | loss: 0.0311963 | val_loss: 0.0311973 | Time: 1186.69 ms [2022-03-07 02:55:21 main:574] : INFO : Epoch 1701 | loss: 0.0311961 | val_loss: 0.0311975 | Time: 1179.66 ms [2022-03-07 02:55:22 main:574] : INFO : Epoch 1702 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 1199.56 ms [2022-03-07 02:55:23 main:574] : INFO : Epoch 1703 | loss: 0.031196 | val_loss: 0.0311971 | Time: 1209.74 ms [2022-03-07 02:55:24 main:574] : INFO : Epoch 1704 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 1199.51 ms [2022-03-07 02:55:26 main:574] : INFO : Epoch 1705 | loss: 0.031196 | val_loss: 0.031197 | Time: 1180.11 ms [2022-03-07 02:55:27 main:574] : INFO : Epoch 1706 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 1173.92 ms [2022-03-07 02:55:28 main:574] : INFO : Epoch 1707 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 1183.95 ms [2022-03-07 02:55:29 main:574] : INFO : Epoch 1708 | loss: 0.0311958 | val_loss: 0.0311972 | Time: 1179.99 ms [2022-03-07 02:55:30 main:574] : INFO : Epoch 1709 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 1214.47 ms [2022-03-07 02:55:32 main:574] : INFO : Epoch 1710 | loss: 0.0311958 | val_loss: 0.031197 | Time: 1192.99 ms [2022-03-07 02:55:33 main:574] : INFO : Epoch 1711 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 1211.42 ms [2022-03-07 02:55:34 main:574] : INFO : Epoch 1712 | loss: 0.0311956 | val_loss: 0.0311971 | Time: 1182.35 ms [2022-03-07 02:55:35 main:574] : INFO : Epoch 1713 | loss: 0.0311957 | val_loss: 0.0311972 | Time: 1179.43 ms [2022-03-07 02:55:36 main:574] : INFO : Epoch 1714 | loss: 0.0311956 | val_loss: 0.0311972 | Time: 1198.56 ms [2022-03-07 02:55:38 main:574] : INFO : Epoch 1715 | loss: 0.0311956 | val_loss: 0.0311969 | Time: 1197.94 ms [2022-03-07 02:55:39 main:574] : INFO : Epoch 1716 | loss: 0.0311956 | val_loss: 0.0311968 | Time: 1194.48 ms [2022-03-07 02:55:40 main:574] : INFO : Epoch 1717 | loss: 0.0311955 | val_loss: 0.0311971 | Time: 1181.73 ms [2022-03-07 02:55:41 main:574] : INFO : Epoch 1718 | loss: 0.0311959 | val_loss: 0.0311969 | Time: 1191.16 ms [2022-03-07 02:55:42 main:574] : INFO : Epoch 1719 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 1307.36 ms [2022-03-07 02:55:44 main:574] : INFO : Epoch 1720 | loss: 0.0311964 | val_loss: 0.0311973 | Time: 1279.56 ms [2022-03-07 02:55:45 main:574] : INFO : Epoch 1721 | loss: 0.0311955 | val_loss: 0.0311978 | Time: 1209.58 ms [2022-03-07 02:55:46 main:574] : INFO : Epoch 1722 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 1194.92 ms [2022-03-07 02:55:47 main:574] : INFO : Epoch 1723 | loss: 0.0311955 | val_loss: 0.0311975 | Time: 1195.82 ms [2022-03-07 02:55:49 main:574] : INFO : Epoch 1724 | loss: 0.0311954 | val_loss: 0.0311984 | Time: 1193.14 ms [2022-03-07 02:55:50 main:574] : INFO : Epoch 1725 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 1208.18 ms [2022-03-07 02:55:51 main:574] : INFO : Epoch 1726 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 1210.57 ms [2022-03-07 02:55:52 main:574] : INFO : Epoch 1727 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 1218.57 ms [2022-03-07 02:55:53 main:574] : INFO : Epoch 1728 | loss: 0.0311955 | val_loss: 0.0311984 | Time: 1177.27 ms [2022-03-07 02:55:55 main:574] : INFO : Epoch 1729 | loss: 0.0311966 | val_loss: 0.0311984 | Time: 1199.47 ms [2022-03-07 02:55:56 main:574] : INFO : Epoch 1730 | loss: 0.0311966 | val_loss: 0.0311971 | Time: 1187.38 ms [2022-03-07 02:55:57 main:574] : INFO : Epoch 1731 | loss: 0.0311955 | val_loss: 0.0311967 | Time: 1194.67 ms [2022-03-07 02:55:58 main:574] : INFO : Epoch 1732 | loss: 0.0311954 | val_loss: 0.0311968 | Time: 1217.36 ms [2022-03-07 02:55:59 main:574] : INFO : Epoch 1733 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 1203.44 ms [2022-03-07 02:56:01 main:574] : INFO : Epoch 1734 | loss: 0.0311957 | val_loss: 0.0311968 | Time: 1198.09 ms [2022-03-07 02:56:02 main:574] : INFO : Epoch 1735 | loss: 0.031196 | val_loss: 0.0311969 | Time: 1192.44 ms [2022-03-07 02:56:03 main:574] : INFO : Epoch 1736 | loss: 0.0311952 | val_loss: 0.0311964 | Time: 1198.16 ms [2022-03-07 02:56:04 main:574] : INFO : Epoch 1737 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 1173.58 ms [2022-03-07 02:56:05 main:574] : INFO : Epoch 1738 | loss: 0.0311955 | val_loss: 0.0311963 | Time: 1205.05 ms [2022-03-07 02:56:07 main:574] : INFO : Epoch 1739 | loss: 0.0311954 | val_loss: 0.0311967 | Time: 1208.59 ms [2022-03-07 02:56:08 main:574] : INFO : Epoch 1740 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 1222.67 ms [2022-03-07 02:56:09 main:574] : INFO : Epoch 1741 | loss: 0.0311948 | val_loss: 0.0311968 | Time: 1450.02 ms [2022-03-07 02:56:11 main:574] : INFO : Epoch 1742 | loss: 0.0311949 | val_loss: 0.0311965 | Time: 1197.78 ms [2022-03-07 02:56:12 main:574] : INFO : Epoch 1743 | loss: 0.0311948 | val_loss: 0.0311963 | Time: 1176.12 ms [2022-03-07 02:56:13 main:574] : INFO : Epoch 1744 | loss: 0.031195 | val_loss: 0.0311974 | Time: 1197.7 ms [2022-03-07 02:56:14 main:574] : INFO : Epoch 1745 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 1186.6 ms [2022-03-07 02:56:15 main:574] : INFO : Epoch 1746 | loss: 0.031196 | val_loss: 0.0311972 | Time: 1206.02 ms [2022-03-07 02:56:17 main:574] : INFO : Epoch 1747 | loss: 0.0311963 | val_loss: 0.031203 | Time: 1190.41 ms [2022-03-07 02:56:18 main:574] : INFO : Epoch 1748 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 1206.27 ms [2022-03-07 02:56:19 main:574] : INFO : Epoch 1749 | loss: 0.0311946 | val_loss: 0.0311973 | Time: 1188.85 ms [2022-03-07 02:56:20 main:574] : INFO : Epoch 1750 | loss: 0.0311946 | val_loss: 0.0311961 | Time: 1197.47 ms [2022-03-07 02:56:21 main:574] : INFO : Epoch 1751 | loss: 0.0311952 | val_loss: 0.0311974 | Time: 1209.18 ms [2022-03-07 02:56:23 main:574] : INFO : Epoch 1752 | loss: 0.0311948 | val_loss: 0.0311961 | Time: 1208.15 ms [2022-03-07 02:56:24 main:574] : INFO : Epoch 1753 | loss: 0.0311944 | val_loss: 0.0311965 | Time: 1201.2 ms [2022-03-07 02:56:25 main:574] : INFO : Epoch 1754 | loss: 0.0311945 | val_loss: 0.0311964 | Time: 1195.42 ms [2022-03-07 02:56:26 main:574] : INFO : Epoch 1755 | loss: 0.0311944 | val_loss: 0.0311961 | Time: 1185.25 ms [2022-03-07 02:56:27 main:574] : INFO : Epoch 1756 | loss: 0.0311945 | val_loss: 0.0311974 | Time: 1202.17 ms [2022-03-07 02:56:29 main:574] : INFO : Epoch 1757 | loss: 0.0311957 | val_loss: 0.0311963 | Time: 1193.91 ms [2022-03-07 02:56:30 main:574] : INFO : Epoch 1758 | loss: 0.0311949 | val_loss: 0.0311961 | Time: 1199.6 ms [2022-03-07 02:56:31 main:574] : INFO : Epoch 1759 | loss: 0.0311946 | val_loss: 0.031196 | Time: 1167.1 ms [2022-03-07 02:56:32 main:574] : INFO : Epoch 1760 | loss: 0.0311945 | val_loss: 0.031196 | Time: 1192.73 ms [2022-03-07 02:56:33 main:574] : INFO : Epoch 1761 | loss: 0.0311949 | val_loss: 0.031196 | Time: 1189.74 ms [2022-03-07 02:56:35 main:574] : INFO : Epoch 1762 | loss: 0.0311951 | val_loss: 0.0311963 | Time: 1202.29 ms [2022-03-07 02:56:36 main:574] : INFO : Epoch 1763 | loss: 0.0311953 | val_loss: 0.0311961 | Time: 1204.62 ms [2022-03-07 02:56:37 main:574] : INFO : Epoch 1764 | loss: 0.0311952 | val_loss: 0.0311992 | Time: 1212.31 ms [2022-03-07 02:56:38 main:574] : INFO : Epoch 1765 | loss: 0.0311948 | val_loss: 0.0311961 | Time: 1244.11 ms [2022-03-07 02:56:40 main:574] : INFO : Epoch 1766 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 1480.3 ms [2022-03-07 02:56:41 main:574] : INFO : Epoch 1767 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 1239.06 ms [2022-03-07 02:56:42 main:574] : INFO : Epoch 1768 | loss: 0.0311945 | val_loss: 0.0311976 | Time: 1180.94 ms [2022-03-07 02:56:44 main:574] : INFO : Epoch 1769 | loss: 0.0311943 | val_loss: 0.0311962 | Time: 1196.29 ms [2022-03-07 02:56:45 main:574] : INFO : Epoch 1770 | loss: 0.0311945 | val_loss: 0.031196 | Time: 1192.97 ms [2022-03-07 02:56:46 main:574] : INFO : Epoch 1771 | loss: 0.0311954 | val_loss: 0.0312004 | Time: 1201.86 ms [2022-03-07 02:56:47 main:574] : INFO : Epoch 1772 | loss: 0.0311959 | val_loss: 0.0311975 | Time: 1202 ms [2022-03-07 02:56:48 main:574] : INFO : Epoch 1773 | loss: 0.0311955 | val_loss: 0.0311959 | Time: 1186.71 ms [2022-03-07 02:56:50 main:574] : INFO : Epoch 1774 | loss: 0.0311944 | val_loss: 0.0311964 | Time: 1205.85 ms [2022-03-07 02:56:51 main:574] : INFO : Epoch 1775 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 1199.88 ms [2022-03-07 02:56:52 main:574] : INFO : Epoch 1776 | loss: 0.0311959 | val_loss: 0.0312009 | Time: 1186.75 ms [2022-03-07 02:56:53 main:574] : INFO : Epoch 1777 | loss: 0.0311953 | val_loss: 0.0311963 | Time: 1180.04 ms [2022-03-07 02:56:54 main:574] : INFO : Epoch 1778 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 1195.99 ms [2022-03-07 02:56:55 main:574] : INFO : Epoch 1779 | loss: 0.031194 | val_loss: 0.031196 | Time: 1190.43 ms [2022-03-07 02:56:57 main:574] : INFO : Epoch 1780 | loss: 0.0311942 | val_loss: 0.0311966 | Time: 1185.23 ms [2022-03-07 02:56:58 main:574] : INFO : Epoch 1781 | loss: 0.0311947 | val_loss: 0.0311978 | Time: 1199.2 ms [2022-03-07 02:56:59 main:574] : INFO : Epoch 1782 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1178.88 ms [2022-03-07 02:57:00 main:574] : INFO : Epoch 1783 | loss: 0.0311947 | val_loss: 0.0311963 | Time: 1196.25 ms [2022-03-07 02:57:01 main:574] : INFO : Epoch 1784 | loss: 0.0311948 | val_loss: 0.0311962 | Time: 1212.77 ms [2022-03-07 02:57:03 main:574] : INFO : Epoch 1785 | loss: 0.0311944 | val_loss: 0.0311968 | Time: 1218.28 ms [2022-03-07 02:57:04 main:574] : INFO : Epoch 1786 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 1203.69 ms [2022-03-07 02:57:05 main:574] : INFO : Epoch 1787 | loss: 0.0311942 | val_loss: 0.031198 | Time: 1213.28 ms [2022-03-07 02:57:06 main:574] : INFO : Epoch 1788 | loss: 0.0311952 | val_loss: 0.0311996 | Time: 1196.81 ms [2022-03-07 02:57:08 main:574] : INFO : Epoch 1789 | loss: 0.031198 | val_loss: 0.0311975 | Time: 1200.99 ms [2022-03-07 02:57:09 main:574] : INFO : Epoch 1790 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 1180.75 ms [2022-03-07 02:57:10 main:574] : INFO : Epoch 1791 | loss: 0.0311944 | val_loss: 0.0311956 | Time: 1191.3 ms [2022-03-07 02:57:11 main:574] : INFO : Epoch 1792 | loss: 0.0311945 | val_loss: 0.031196 | Time: 1193.13 ms [2022-03-07 02:57:12 main:574] : INFO : Epoch 1793 | loss: 0.0311947 | val_loss: 0.0312032 | Time: 1209.05 ms [2022-03-07 02:57:13 main:574] : INFO : Epoch 1794 | loss: 0.031195 | val_loss: 0.0311969 | Time: 1208.31 ms [2022-03-07 02:57:15 main:574] : INFO : Epoch 1795 | loss: 0.0311944 | val_loss: 0.0311964 | Time: 1214.71 ms [2022-03-07 02:57:16 main:574] : INFO : Epoch 1796 | loss: 0.0311937 | val_loss: 0.0311972 | Time: 1307.04 ms [2022-03-07 02:57:17 main:574] : INFO : Epoch 1797 | loss: 0.0311946 | val_loss: 0.0311955 | Time: 1320.03 ms [2022-03-07 02:57:19 main:574] : INFO : Epoch 1798 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 1183.89 ms [2022-03-07 02:57:20 main:574] : INFO : Epoch 1799 | loss: 0.0311949 | val_loss: 0.0311955 | Time: 1177.67 ms [2022-03-07 02:57:21 main:574] : INFO : Epoch 1800 | loss: 0.031194 | val_loss: 0.0311986 | Time: 1203 ms [2022-03-07 02:57:22 main:574] : INFO : Epoch 1801 | loss: 0.0311945 | val_loss: 0.0311967 | Time: 1199.92 ms [2022-03-07 02:57:23 main:574] : INFO : Epoch 1802 | loss: 0.0311938 | val_loss: 0.0311978 | Time: 1203.36 ms [2022-03-07 02:57:25 main:574] : INFO : Epoch 1803 | loss: 0.031194 | val_loss: 0.0311953 | Time: 1208.04 ms [2022-03-07 02:57:26 main:574] : INFO : Epoch 1804 | loss: 0.0311939 | val_loss: 0.0311954 | Time: 1208.3 ms [2022-03-07 02:57:27 main:574] : INFO : Epoch 1805 | loss: 0.0311946 | val_loss: 0.031204 | Time: 1209 ms [2022-03-07 02:57:28 main:574] : INFO : Epoch 1806 | loss: 0.0311984 | val_loss: 0.0311969 | Time: 1196.6 ms [2022-03-07 02:57:29 main:574] : INFO : Epoch 1807 | loss: 0.031194 | val_loss: 0.0311962 | Time: 1199.84 ms [2022-03-07 02:57:31 main:574] : INFO : Epoch 1808 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 1207.92 ms [2022-03-07 02:57:32 main:574] : INFO : Epoch 1809 | loss: 0.0311933 | val_loss: 0.031197 | Time: 1211.23 ms [2022-03-07 02:57:33 main:574] : INFO : Epoch 1810 | loss: 0.0311944 | val_loss: 0.0311955 | Time: 1207.31 ms [2022-03-07 02:57:34 main:574] : INFO : Epoch 1811 | loss: 0.0311945 | val_loss: 0.0311964 | Time: 1197.06 ms [2022-03-07 02:57:35 main:574] : INFO : Epoch 1812 | loss: 0.0311937 | val_loss: 0.0311962 | Time: 1199.13 ms [2022-03-07 02:57:37 main:574] : INFO : Epoch 1813 | loss: 0.0311938 | val_loss: 0.0311974 | Time: 1199.45 ms [2022-03-07 02:57:38 main:574] : INFO : Epoch 1814 | loss: 0.0311941 | val_loss: 0.0311956 | Time: 1197.73 ms [2022-03-07 02:57:39 main:574] : INFO : Epoch 1815 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 1196.93 ms [2022-03-07 02:57:40 main:574] : INFO : Epoch 1816 | loss: 0.031194 | val_loss: 0.031196 | Time: 1257.91 ms [2022-03-07 02:57:42 main:574] : INFO : Epoch 1817 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 1370.43 ms [2022-03-07 02:57:43 main:574] : INFO : Epoch 1818 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 1191.31 ms [2022-03-07 02:57:44 main:574] : INFO : Epoch 1819 | loss: 0.0311935 | val_loss: 0.0311954 | Time: 1194.26 ms [2022-03-07 02:57:45 main:574] : INFO : Epoch 1820 | loss: 0.0311937 | val_loss: 0.0311955 | Time: 1198.05 ms [2022-03-07 02:57:47 main:574] : INFO : Epoch 1821 | loss: 0.0311942 | val_loss: 0.0311955 | Time: 1180.05 ms [2022-03-07 02:57:48 main:574] : INFO : Epoch 1822 | loss: 0.0311937 | val_loss: 0.0311952 | Time: 1195.41 ms [2022-03-07 02:57:49 main:574] : INFO : Epoch 1823 | loss: 0.0311939 | val_loss: 0.0311952 | Time: 1185.54 ms [2022-03-07 02:57:50 main:574] : INFO : Epoch 1824 | loss: 0.0311939 | val_loss: 0.0311956 | Time: 1199.88 ms [2022-03-07 02:57:51 main:574] : INFO : Epoch 1825 | loss: 0.0311939 | val_loss: 0.0311968 | Time: 1198.01 ms [2022-03-07 02:57:53 main:574] : INFO : Epoch 1826 | loss: 0.0311937 | val_loss: 0.0311951 | Time: 1191.51 ms [2022-03-07 02:57:54 main:574] : INFO : Epoch 1827 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 1230.12 ms [2022-03-07 02:57:55 main:574] : INFO : Epoch 1828 | loss: 0.0311969 | val_loss: 0.0311953 | Time: 1367.43 ms [2022-03-07 02:57:56 main:574] : INFO : Epoch 1829 | loss: 0.0311945 | val_loss: 0.0311951 | Time: 1215.26 ms [2022-03-07 02:57:58 main:574] : INFO : Epoch 1830 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 1192.71 ms [2022-03-07 02:57:59 main:574] : INFO : Epoch 1831 | loss: 0.0311935 | val_loss: 0.0311963 | Time: 1190.64 ms [2022-03-07 02:58:00 main:574] : INFO : Epoch 1832 | loss: 0.0311941 | val_loss: 0.0311951 | Time: 1192.35 ms [2022-03-07 02:58:01 main:574] : INFO : Epoch 1833 | loss: 0.0311934 | val_loss: 0.0311981 | Time: 1198.94 ms [2022-03-07 02:58:02 main:574] : INFO : Epoch 1834 | loss: 0.0311941 | val_loss: 0.0311959 | Time: 1195.12 ms [2022-03-07 02:58:04 main:574] : INFO : Epoch 1835 | loss: 0.0311929 | val_loss: 0.0311953 | Time: 1201.18 ms [2022-03-07 02:58:05 main:574] : INFO : Epoch 1836 | loss: 0.0311936 | val_loss: 0.0311987 | Time: 1197.78 ms [2022-03-07 02:58:06 main:574] : INFO : Epoch 1837 | loss: 0.0311931 | val_loss: 0.0311963 | Time: 1192.52 ms [2022-03-07 02:58:07 main:574] : INFO : Epoch 1838 | loss: 0.0311935 | val_loss: 0.0311968 | Time: 1198.48 ms [2022-03-07 02:58:08 main:574] : INFO : Epoch 1839 | loss: 0.0311933 | val_loss: 0.0311963 | Time: 1217.24 ms [2022-03-07 02:58:10 main:574] : INFO : Epoch 1840 | loss: 0.0311933 | val_loss: 0.0311956 | Time: 1204.79 ms [2022-03-07 02:58:11 main:574] : INFO : Epoch 1841 | loss: 0.0311946 | val_loss: 0.0312061 | Time: 1228.49 ms [2022-03-07 02:58:13 main:574] : INFO : Epoch 1842 | loss: 0.031198 | val_loss: 0.0311964 | Time: 1682.05 ms [2022-03-07 02:58:14 main:574] : INFO : Epoch 1843 | loss: 0.0311953 | val_loss: 0.0311959 | Time: 1207.16 ms [2022-03-07 02:58:15 main:574] : INFO : Epoch 1844 | loss: 0.031193 | val_loss: 0.031196 | Time: 1181.44 ms [2022-03-07 02:58:17 main:574] : INFO : Epoch 1845 | loss: 0.0311939 | val_loss: 0.0311952 | Time: 1193.95 ms [2022-03-07 02:58:18 main:574] : INFO : Epoch 1846 | loss: 0.0311931 | val_loss: 0.0311961 | Time: 1217.4 ms [2022-03-07 02:58:19 main:574] : INFO : Epoch 1847 | loss: 0.0311937 | val_loss: 0.0311947 | Time: 1194.26 ms [2022-03-07 02:58:20 main:574] : INFO : Epoch 1848 | loss: 0.0311928 | val_loss: 0.0311946 | Time: 1207.58 ms [2022-03-07 02:58:21 main:574] : INFO : Epoch 1849 | loss: 0.0311931 | val_loss: 0.0311947 | Time: 1201.11 ms [2022-03-07 02:58:23 main:574] : INFO : Epoch 1850 | loss: 0.0311927 | val_loss: 0.0311948 | Time: 1193.56 ms [2022-03-07 02:58:24 main:574] : INFO : Epoch 1851 | loss: 0.031193 | val_loss: 0.0311976 | Time: 1190.88 ms [2022-03-07 02:58:25 main:574] : INFO : Epoch 1852 | loss: 0.0311955 | val_loss: 0.031195 | Time: 1209.4 ms [2022-03-07 02:58:26 main:574] : INFO : Epoch 1853 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 1201.35 ms [2022-03-07 02:58:27 main:574] : INFO : Epoch 1854 | loss: 0.0311938 | val_loss: 0.0311944 | Time: 1192.74 ms [2022-03-07 02:58:29 main:574] : INFO : Epoch 1855 | loss: 0.0311926 | val_loss: 0.0311952 | Time: 1198.29 ms [2022-03-07 02:58:30 main:574] : INFO : Epoch 1856 | loss: 0.0311927 | val_loss: 0.0311944 | Time: 1198.52 ms [2022-03-07 02:58:31 main:574] : INFO : Epoch 1857 | loss: 0.031195 | val_loss: 0.0311964 | Time: 1198.57 ms [2022-03-07 02:58:32 main:574] : INFO : Epoch 1858 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 1192.87 ms [2022-03-07 02:58:33 main:574] : INFO : Epoch 1859 | loss: 0.0311933 | val_loss: 0.0311943 | Time: 1194.64 ms [2022-03-07 02:58:35 main:574] : INFO : Epoch 1860 | loss: 0.0311923 | val_loss: 0.0311953 | Time: 1198.78 ms [2022-03-07 02:58:36 main:574] : INFO : Epoch 1861 | loss: 0.0311939 | val_loss: 0.031198 | Time: 1193.75 ms [2022-03-07 02:58:37 main:574] : INFO : Epoch 1862 | loss: 0.0311934 | val_loss: 0.0311958 | Time: 1185.63 ms [2022-03-07 02:58:38 main:574] : INFO : Epoch 1863 | loss: 0.0311938 | val_loss: 0.0311961 | Time: 1198.25 ms [2022-03-07 02:58:39 main:574] : INFO : Epoch 1864 | loss: 0.0311936 | val_loss: 0.0311948 | Time: 1190.4 ms [2022-03-07 02:58:41 main:574] : INFO : Epoch 1865 | loss: 0.0311956 | val_loss: 0.0311949 | Time: 1192.71 ms [2022-03-07 02:58:42 main:574] : INFO : Epoch 1866 | loss: 0.0311967 | val_loss: 0.0311955 | Time: 1192.02 ms [2022-03-07 02:58:43 main:574] : INFO : Epoch 1867 | loss: 0.0311926 | val_loss: 0.0311942 | Time: 1182.35 ms [2022-03-07 02:58:44 main:574] : INFO : Epoch 1868 | loss: 0.0311942 | val_loss: 0.0311945 | Time: 1185.91 ms [2022-03-07 02:58:45 main:574] : INFO : Epoch 1869 | loss: 0.0311931 | val_loss: 0.0311961 | Time: 1197.53 ms [2022-03-07 02:58:47 main:574] : INFO : Epoch 1870 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 1203.03 ms [2022-03-07 02:58:48 main:574] : INFO : Epoch 1871 | loss: 0.0311934 | val_loss: 0.0312027 | Time: 1181.26 ms [2022-03-07 02:58:49 main:574] : INFO : Epoch 1872 | loss: 0.0311928 | val_loss: 0.0311991 | Time: 1183.61 ms [2022-03-07 02:58:50 main:574] : INFO : Epoch 1873 | loss: 0.0311944 | val_loss: 0.0311995 | Time: 1196.66 ms [2022-03-07 02:58:51 main:574] : INFO : Epoch 1874 | loss: 0.0311937 | val_loss: 0.0311938 | Time: 1182.92 ms [2022-03-07 02:58:52 main:574] : INFO : Epoch 1875 | loss: 0.0311923 | val_loss: 0.031194 | Time: 1190.08 ms [2022-03-07 02:58:54 main:574] : INFO : Epoch 1876 | loss: 0.0311924 | val_loss: 0.0311939 | Time: 1188.37 ms [2022-03-07 02:58:55 main:574] : INFO : Epoch 1877 | loss: 0.031193 | val_loss: 0.0311984 | Time: 1185.87 ms [2022-03-07 02:58:56 main:574] : INFO : Epoch 1878 | loss: 0.0311931 | val_loss: 0.0311958 | Time: 1201.82 ms [2022-03-07 02:58:57 main:574] : INFO : Epoch 1879 | loss: 0.0311932 | val_loss: 0.0311989 | Time: 1174.74 ms [2022-03-07 02:58:58 main:574] : INFO : Epoch 1880 | loss: 0.0311937 | val_loss: 0.031195 | Time: 1195.74 ms [2022-03-07 02:59:00 main:574] : INFO : Epoch 1881 | loss: 0.0311941 | val_loss: 0.0311955 | Time: 1192.67 ms [2022-03-07 02:59:01 main:574] : INFO : Epoch 1882 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 1190.33 ms [2022-03-07 02:59:02 main:574] : INFO : Epoch 1883 | loss: 0.0311932 | val_loss: 0.0311937 | Time: 1192.25 ms [2022-03-07 02:59:03 main:574] : INFO : Epoch 1884 | loss: 0.0311933 | val_loss: 0.0311958 | Time: 1184.23 ms [2022-03-07 02:59:04 main:574] : INFO : Epoch 1885 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 1192.54 ms [2022-03-07 02:59:06 main:574] : INFO : Epoch 1886 | loss: 0.0311963 | val_loss: 0.0311935 | Time: 1196.92 ms [2022-03-07 02:59:07 main:574] : INFO : Epoch 1887 | loss: 0.0311935 | val_loss: 0.0311978 | Time: 1186.69 ms [2022-03-07 02:59:08 main:574] : INFO : Epoch 1888 | loss: 0.0311931 | val_loss: 0.0311937 | Time: 1201.43 ms [2022-03-07 02:59:09 main:574] : INFO : Epoch 1889 | loss: 0.0311926 | val_loss: 0.0311942 | Time: 1196.44 ms [2022-03-07 02:59:10 main:574] : INFO : Epoch 1890 | loss: 0.0311925 | val_loss: 0.0311947 | Time: 1196.74 ms [2022-03-07 02:59:12 main:574] : INFO : Epoch 1891 | loss: 0.0311952 | val_loss: 0.031197 | Time: 1178.33 ms [2022-03-07 02:59:13 main:574] : INFO : Epoch 1892 | loss: 0.0311942 | val_loss: 0.0311938 | Time: 1179.48 ms [2022-03-07 02:59:14 main:574] : INFO : Epoch 1893 | loss: 0.0311917 | val_loss: 0.0311937 | Time: 1198.65 ms [2022-03-07 02:59:15 main:574] : INFO : Epoch 1894 | loss: 0.0311926 | val_loss: 0.0311934 | Time: 1169.18 ms [2022-03-07 02:59:16 main:574] : INFO : Epoch 1895 | loss: 0.0311916 | val_loss: 0.0311945 | Time: 1191.37 ms [2022-03-07 02:59:17 main:574] : INFO : Epoch 1896 | loss: 0.0311928 | val_loss: 0.031193 | Time: 1188.95 ms [2022-03-07 02:59:19 main:574] : INFO : Epoch 1897 | loss: 0.0311917 | val_loss: 0.0311932 | Time: 1184.97 ms [2022-03-07 02:59:20 main:574] : INFO : Epoch 1898 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 1191.41 ms [2022-03-07 02:59:21 main:574] : INFO : Epoch 1899 | loss: 0.0311918 | val_loss: 0.0312006 | Time: 1186.76 ms [2022-03-07 02:59:22 main:574] : INFO : Epoch 1900 | loss: 0.0311945 | val_loss: 0.0311958 | Time: 1180.48 ms [2022-03-07 02:59:23 main:574] : INFO : Epoch 1901 | loss: 0.0311968 | val_loss: 0.0312082 | Time: 1202.37 ms [2022-03-07 02:59:25 main:574] : INFO : Epoch 1902 | loss: 0.0311944 | val_loss: 0.031194 | Time: 1195.65 ms [2022-03-07 02:59:26 main:574] : INFO : Epoch 1903 | loss: 0.0311915 | val_loss: 0.0311938 | Time: 1192.75 ms [2022-03-07 02:59:27 main:574] : INFO : Epoch 1904 | loss: 0.0311929 | val_loss: 0.0311935 | Time: 1190.44 ms [2022-03-07 02:59:28 main:574] : INFO : Epoch 1905 | loss: 0.031192 | val_loss: 0.0311944 | Time: 1210.76 ms [2022-03-07 02:59:29 main:574] : INFO : Epoch 1906 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 1179.08 ms [2022-03-07 02:59:31 main:574] : INFO : Epoch 1907 | loss: 0.0311922 | val_loss: 0.0311939 | Time: 1192.85 ms [2022-03-07 02:59:32 main:574] : INFO : Epoch 1908 | loss: 0.0311962 | val_loss: 0.0312 | Time: 1185.83 ms [2022-03-07 02:59:33 main:574] : INFO : Epoch 1909 | loss: 0.031192 | val_loss: 0.0311927 | Time: 1213.95 ms [2022-03-07 02:59:34 main:574] : INFO : Epoch 1910 | loss: 0.0311919 | val_loss: 0.0311929 | Time: 1185.64 ms [2022-03-07 02:59:35 main:574] : INFO : Epoch 1911 | loss: 0.0311925 | val_loss: 0.031193 | Time: 1168.42 ms [2022-03-07 02:59:37 main:574] : INFO : Epoch 1912 | loss: 0.0311912 | val_loss: 0.0311974 | Time: 1181.3 ms [2022-03-07 02:59:38 main:574] : INFO : Epoch 1913 | loss: 0.0311932 | val_loss: 0.0311973 | Time: 1202.13 ms [2022-03-07 02:59:39 main:574] : INFO : Epoch 1914 | loss: 0.0311933 | val_loss: 0.031193 | Time: 1181.58 ms [2022-03-07 02:59:40 main:574] : INFO : Epoch 1915 | loss: 0.0311919 | val_loss: 0.0311981 | Time: 1197.43 ms [2022-03-07 02:59:41 main:574] : INFO : Epoch 1916 | loss: 0.0311931 | val_loss: 0.0311929 | Time: 1200.04 ms [2022-03-07 02:59:43 main:574] : INFO : Epoch 1917 | loss: 0.0311911 | val_loss: 0.0311927 | Time: 1182.29 ms [2022-03-07 02:59:44 main:574] : INFO : Epoch 1918 | loss: 0.031191 | val_loss: 0.0311941 | Time: 1178.2 ms [2022-03-07 02:59:45 main:574] : INFO : Epoch 1919 | loss: 0.0311921 | val_loss: 0.0311962 | Time: 1184.43 ms [2022-03-07 02:59:46 main:574] : INFO : Epoch 1920 | loss: 0.0311961 | val_loss: 0.0312015 | Time: 1172.3 ms [2022-03-07 02:59:47 main:574] : INFO : Epoch 1921 | loss: 0.0311989 | val_loss: 0.0311927 | Time: 1195.37 ms [2022-03-07 02:59:48 main:574] : INFO : Epoch 1922 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 1193.95 ms [2022-03-07 02:59:50 main:574] : INFO : Epoch 1923 | loss: 0.031191 | val_loss: 0.0311926 | Time: 1184.5 ms [2022-03-07 02:59:51 main:574] : INFO : Epoch 1924 | loss: 0.0311919 | val_loss: 0.0311927 | Time: 1215.18 ms [2022-03-07 02:59:52 main:574] : INFO : Epoch 1925 | loss: 0.0311923 | val_loss: 0.031195 | Time: 1199.63 ms [2022-03-07 02:59:53 main:574] : INFO : Epoch 1926 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 1197.76 ms [2022-03-07 02:59:54 main:574] : INFO : Epoch 1927 | loss: 0.0311924 | val_loss: 0.0311964 | Time: 1182.71 ms [2022-03-07 02:59:56 main:574] : INFO : Epoch 1928 | loss: 0.0311933 | val_loss: 0.0311935 | Time: 1211.83 ms [2022-03-07 02:59:57 main:574] : INFO : Epoch 1929 | loss: 0.0311913 | val_loss: 0.0311944 | Time: 1204.4 ms [2022-03-07 02:59:58 main:574] : INFO : Epoch 1930 | loss: 0.0311912 | val_loss: 0.031197 | Time: 1193.3 ms [2022-03-07 02:59:59 main:574] : INFO : Epoch 1931 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 1203.56 ms [2022-03-07 03:00:00 main:574] : INFO : Epoch 1932 | loss: 0.0311915 | val_loss: 0.0311934 | Time: 1194.59 ms [2022-03-07 03:00:02 main:574] : INFO : Epoch 1933 | loss: 0.0311913 | val_loss: 0.0311947 | Time: 1190.25 ms [2022-03-07 03:00:03 main:574] : INFO : Epoch 1934 | loss: 0.0311905 | val_loss: 0.0311928 | Time: 1187.74 ms [2022-03-07 03:00:04 main:574] : INFO : Epoch 1935 | loss: 0.031191 | val_loss: 0.0311926 | Time: 1178.32 ms [2022-03-07 03:00:05 main:574] : INFO : Epoch 1936 | loss: 0.0311925 | val_loss: 0.031193 | Time: 1171.35 ms [2022-03-07 03:00:06 main:574] : INFO : Epoch 1937 | loss: 0.0311944 | val_loss: 0.0311979 | Time: 1185.95 ms [2022-03-07 03:00:08 main:574] : INFO : Epoch 1938 | loss: 0.0311916 | val_loss: 0.0311929 | Time: 1188.98 ms [2022-03-07 03:00:09 main:574] : INFO : Epoch 1939 | loss: 0.0311907 | val_loss: 0.0311944 | Time: 1192.55 ms [2022-03-07 03:00:10 main:574] : INFO : Epoch 1940 | loss: 0.0311913 | val_loss: 0.0311989 | Time: 1181.23 ms [2022-03-07 03:00:11 main:574] : INFO : Epoch 1941 | loss: 0.0311917 | val_loss: 0.0311926 | Time: 1199.37 ms [2022-03-07 03:00:12 main:574] : INFO : Epoch 1942 | loss: 0.0311906 | val_loss: 0.0311924 | Time: 1184.86 ms [2022-03-07 03:00:14 main:574] : INFO : Epoch 1943 | loss: 0.0311916 | val_loss: 0.031195 | Time: 1180.53 ms [2022-03-07 03:00:15 main:574] : INFO : Epoch 1944 | loss: 0.0311917 | val_loss: 0.0311939 | Time: 1197.64 ms [2022-03-07 03:00:16 main:574] : INFO : Epoch 1945 | loss: 0.0311932 | val_loss: 0.0311987 | Time: 1180.72 ms [2022-03-07 03:00:17 main:574] : INFO : Epoch 1946 | loss: 0.0311927 | val_loss: 0.0311928 | Time: 1183.46 ms [2022-03-07 03:00:18 main:574] : INFO : Epoch 1947 | loss: 0.0311915 | val_loss: 0.0311942 | Time: 1202.44 ms [2022-03-07 03:00:19 main:574] : INFO : Epoch 1948 | loss: 0.0311916 | val_loss: 0.0311928 | Time: 1208.1 ms [2022-03-07 03:00:21 main:574] : INFO : Epoch 1949 | loss: 0.0311907 | val_loss: 0.031199 | Time: 1186.26 ms [2022-03-07 03:00:22 main:574] : INFO : Epoch 1950 | loss: 0.031192 | val_loss: 0.0311935 | Time: 1179.65 ms [2022-03-07 03:00:23 main:574] : INFO : Epoch 1951 | loss: 0.0311898 | val_loss: 0.0311924 | Time: 1199.18 ms [2022-03-07 03:00:24 main:574] : INFO : Epoch 1952 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 1193.88 ms [2022-03-07 03:00:25 main:574] : INFO : Epoch 1953 | loss: 0.0311912 | val_loss: 0.031193 | Time: 1192.48 ms [2022-03-07 03:00:27 main:574] : INFO : Epoch 1954 | loss: 0.0311928 | val_loss: 0.0311934 | Time: 1199.12 ms [2022-03-07 03:00:28 main:574] : INFO : Epoch 1955 | loss: 0.0311964 | val_loss: 0.0311956 | Time: 1205.58 ms [2022-03-07 03:00:29 main:574] : INFO : Epoch 1956 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 1210.94 ms [2022-03-07 03:00:30 main:574] : INFO : Epoch 1957 | loss: 0.0311932 | val_loss: 0.0312032 | Time: 1206.41 ms [2022-03-07 03:00:31 main:574] : INFO : Epoch 1958 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 1189.61 ms [2022-03-07 03:00:33 main:574] : INFO : Epoch 1959 | loss: 0.0311914 | val_loss: 0.0311944 | Time: 1203.5 ms [2022-03-07 03:00:34 main:574] : INFO : Epoch 1960 | loss: 0.0311916 | val_loss: 0.031196 | Time: 1194.08 ms [2022-03-07 03:00:35 main:574] : INFO : Epoch 1961 | loss: 0.0311916 | val_loss: 0.0311947 | Time: 1185.2 ms [2022-03-07 03:00:36 main:574] : INFO : Epoch 1962 | loss: 0.0311915 | val_loss: 0.0311955 | Time: 1194.43 ms [2022-03-07 03:00:37 main:574] : INFO : Epoch 1963 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 1190.63 ms [2022-03-07 03:00:39 main:574] : INFO : Epoch 1964 | loss: 0.0311912 | val_loss: 0.031193 | Time: 1186.31 ms [2022-03-07 03:00:40 main:574] : INFO : Epoch 1965 | loss: 0.031192 | val_loss: 0.031206 | Time: 1200.76 ms [2022-03-07 03:00:41 main:574] : INFO : Epoch 1966 | loss: 0.0312001 | val_loss: 0.0312025 | Time: 1183.6 ms [2022-03-07 03:00:42 main:574] : INFO : Epoch 1967 | loss: 0.0311993 | val_loss: 0.0311971 | Time: 1193.7 ms [2022-03-07 03:00:43 main:574] : INFO : Epoch 1968 | loss: 0.0311915 | val_loss: 0.0311948 | Time: 1172.36 ms [2022-03-07 03:00:45 main:574] : INFO : Epoch 1969 | loss: 0.0311915 | val_loss: 0.0311941 | Time: 1188.91 ms [2022-03-07 03:00:46 main:574] : INFO : Epoch 1970 | loss: 0.0311912 | val_loss: 0.0311925 | Time: 1193.94 ms [2022-03-07 03:00:47 main:574] : INFO : Epoch 1971 | loss: 0.0311923 | val_loss: 0.0311927 | Time: 1201.42 ms [2022-03-07 03:00:48 main:574] : INFO : Epoch 1972 | loss: 0.0311921 | val_loss: 0.031196 | Time: 1194.05 ms [2022-03-07 03:00:49 main:574] : INFO : Epoch 1973 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 1196.83 ms [2022-03-07 03:00:51 main:574] : INFO : Epoch 1974 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 1184.03 ms [2022-03-07 03:00:52 main:574] : INFO : Epoch 1975 | loss: 0.031191 | val_loss: 0.0311983 | Time: 1194.24 ms [2022-03-07 03:00:53 main:574] : INFO : Epoch 1976 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 1197.35 ms [2022-03-07 03:00:54 main:574] : INFO : Epoch 1977 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 1192.85 ms [2022-03-07 03:00:55 main:574] : INFO : Epoch 1978 | loss: 0.031192 | val_loss: 0.0311947 | Time: 1187 ms [2022-03-07 03:00:57 main:574] : INFO : Epoch 1979 | loss: 0.0311911 | val_loss: 0.0311977 | Time: 1200.76 ms [2022-03-07 03:00:58 main:574] : INFO : Epoch 1980 | loss: 0.0312002 | val_loss: 0.0312098 | Time: 1194.16 ms [2022-03-07 03:00:59 main:574] : INFO : Epoch 1981 | loss: 0.0311957 | val_loss: 0.0311937 | Time: 1196.17 ms [2022-03-07 03:01:00 main:574] : INFO : Epoch 1982 | loss: 0.0311951 | val_loss: 0.0311929 | Time: 1212.23 ms [2022-03-07 03:01:01 main:574] : INFO : Epoch 1983 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 1187.69 ms [2022-03-07 03:01:03 main:574] : INFO : Epoch 1984 | loss: 0.03119 | val_loss: 0.0311963 | Time: 1195.03 ms [2022-03-07 03:01:04 main:574] : INFO : Epoch 1985 | loss: 0.0311916 | val_loss: 0.0311927 | Time: 1209.74 ms [2022-03-07 03:01:05 main:574] : INFO : Epoch 1986 | loss: 0.0311925 | val_loss: 0.0311934 | Time: 1179.03 ms [2022-03-07 03:01:06 main:574] : INFO : Epoch 1987 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 1199.79 ms [2022-03-07 03:01:07 main:574] : INFO : Epoch 1988 | loss: 0.0311913 | val_loss: 0.031193 | Time: 1227.27 ms [2022-03-07 03:01:09 main:574] : INFO : Epoch 1989 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 1180.99 ms [2022-03-07 03:01:10 main:574] : INFO : Epoch 1990 | loss: 0.0311909 | val_loss: 0.0311946 | Time: 1196.01 ms [2022-03-07 03:01:11 main:574] : INFO : Epoch 1991 | loss: 0.031191 | val_loss: 0.0311927 | Time: 1200.32 ms [2022-03-07 03:01:12 main:574] : INFO : Epoch 1992 | loss: 0.0311923 | val_loss: 0.0311943 | Time: 1188.15 ms [2022-03-07 03:01:13 main:574] : INFO : Epoch 1993 | loss: 0.0311957 | val_loss: 0.031196 | Time: 1199.07 ms [2022-03-07 03:01:15 main:574] : INFO : Epoch 1994 | loss: 0.0311923 | val_loss: 0.0311944 | Time: 1199.19 ms [2022-03-07 03:01:16 main:574] : INFO : Epoch 1995 | loss: 0.0311912 | val_loss: 0.0312045 | Time: 1196.96 ms [2022-03-07 03:01:17 main:574] : INFO : Epoch 1996 | loss: 0.0312004 | val_loss: 0.031194 | Time: 1193.97 ms [2022-03-07 03:01:18 main:574] : INFO : Epoch 1997 | loss: 0.0311927 | val_loss: 0.0312042 | Time: 1200.98 ms [2022-03-07 03:01:19 main:574] : INFO : Epoch 1998 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 1195.62 ms [2022-03-07 03:01:21 main:574] : INFO : Epoch 1999 | loss: 0.0311905 | val_loss: 0.0311947 | Time: 1214.28 ms [2022-03-07 03:01:22 main:574] : INFO : Epoch 2000 | loss: 0.0311913 | val_loss: 0.0311972 | Time: 1199.87 ms [2022-03-07 03:01:23 main:574] : INFO : Epoch 2001 | loss: 0.0311915 | val_loss: 0.0311935 | Time: 1192.23 ms [2022-03-07 03:01:24 main:574] : INFO : Epoch 2002 | loss: 0.0311899 | val_loss: 0.0311965 | Time: 1205.4 ms [2022-03-07 03:01:25 main:574] : INFO : Epoch 2003 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 1205.21 ms [2022-03-07 03:01:27 main:574] : INFO : Epoch 2004 | loss: 0.0311902 | val_loss: 0.031194 | Time: 1192.61 ms [2022-03-07 03:01:28 main:574] : INFO : Epoch 2005 | loss: 0.0311905 | val_loss: 0.0311922 | Time: 1191.68 ms [2022-03-07 03:01:29 main:574] : INFO : Epoch 2006 | loss: 0.0311904 | val_loss: 0.0311938 | Time: 1172.97 ms [2022-03-07 03:01:30 main:574] : INFO : Epoch 2007 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 1174.82 ms [2022-03-07 03:01:31 main:574] : INFO : Epoch 2008 | loss: 0.0311922 | val_loss: 0.0311925 | Time: 1187.35 ms [2022-03-07 03:01:32 main:574] : INFO : Epoch 2009 | loss: 0.0311929 | val_loss: 0.0311923 | Time: 1171.55 ms [2022-03-07 03:01:34 main:574] : INFO : Epoch 2010 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 1196.02 ms [2022-03-07 03:01:35 main:574] : INFO : Epoch 2011 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 1177.62 ms [2022-03-07 03:01:36 main:574] : INFO : Epoch 2012 | loss: 0.0311922 | val_loss: 0.0311936 | Time: 1211.34 ms [2022-03-07 03:01:37 main:574] : INFO : Epoch 2013 | loss: 0.0311925 | val_loss: 0.0311953 | Time: 1189.96 ms [2022-03-07 03:01:38 main:574] : INFO : Epoch 2014 | loss: 0.0311931 | val_loss: 0.0311985 | Time: 1196.21 ms [2022-03-07 03:01:40 main:574] : INFO : Epoch 2015 | loss: 0.0311945 | val_loss: 0.0311935 | Time: 1161.8 ms [2022-03-07 03:01:41 main:574] : INFO : Epoch 2016 | loss: 0.0311912 | val_loss: 0.0311923 | Time: 1201.56 ms [2022-03-07 03:01:42 main:574] : INFO : Epoch 2017 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 1212.75 ms [2022-03-07 03:01:43 main:574] : INFO : Epoch 2018 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 1197.99 ms [2022-03-07 03:01:44 main:574] : INFO : Epoch 2019 | loss: 0.0311902 | val_loss: 0.0311928 | Time: 1193.1 ms [2022-03-07 03:01:46 main:574] : INFO : Epoch 2020 | loss: 0.0311923 | val_loss: 0.0312094 | Time: 1178.68 ms [2022-03-07 03:01:47 main:574] : INFO : Epoch 2021 | loss: 0.0311956 | val_loss: 0.0312028 | Time: 1200.32 ms [2022-03-07 03:01:48 main:574] : INFO : Epoch 2022 | loss: 0.0311922 | val_loss: 0.0311927 | Time: 1197.32 ms [2022-03-07 03:01:49 main:574] : INFO : Epoch 2023 | loss: 0.0311907 | val_loss: 0.031194 | Time: 1196.58 ms [2022-03-07 03:01:50 main:574] : INFO : Epoch 2024 | loss: 0.0311907 | val_loss: 0.031193 | Time: 1199.7 ms [2022-03-07 03:01:52 main:574] : INFO : Epoch 2025 | loss: 0.0311894 | val_loss: 0.031192 | Time: 1194.31 ms [2022-03-07 03:01:53 main:574] : INFO : Epoch 2026 | loss: 0.0311925 | val_loss: 0.0311931 | Time: 1191.07 ms [2022-03-07 03:01:54 main:574] : INFO : Epoch 2027 | loss: 0.0311928 | val_loss: 0.0311957 | Time: 1193.51 ms [2022-03-07 03:01:55 main:574] : INFO : Epoch 2028 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 1180.78 ms [2022-03-07 03:01:56 main:574] : INFO : Epoch 2029 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 1216.16 ms [2022-03-07 03:01:58 main:574] : INFO : Epoch 2030 | loss: 0.0311933 | val_loss: 0.0311964 | Time: 1186.07 ms [2022-03-07 03:01:59 main:574] : INFO : Epoch 2031 | loss: 0.0311919 | val_loss: 0.0311953 | Time: 1195.74 ms [2022-03-07 03:02:00 main:574] : INFO : Epoch 2032 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 1190.07 ms [2022-03-07 03:02:01 main:574] : INFO : Epoch 2033 | loss: 0.0311908 | val_loss: 0.0311925 | Time: 1211.61 ms [2022-03-07 03:02:02 main:574] : INFO : Epoch 2034 | loss: 0.03119 | val_loss: 0.0311934 | Time: 1195.42 ms [2022-03-07 03:02:04 main:574] : INFO : Epoch 2035 | loss: 0.0311919 | val_loss: 0.0311921 | Time: 1190.7 ms [2022-03-07 03:02:05 main:574] : INFO : Epoch 2036 | loss: 0.0311891 | val_loss: 0.0311927 | Time: 1197.86 ms [2022-03-07 03:02:06 main:574] : INFO : Epoch 2037 | loss: 0.0311905 | val_loss: 0.0311932 | Time: 1188.85 ms [2022-03-07 03:02:07 main:574] : INFO : Epoch 2038 | loss: 0.031189 | val_loss: 0.0311923 | Time: 1196.57 ms [2022-03-07 03:02:08 main:574] : INFO : Epoch 2039 | loss: 0.0311894 | val_loss: 0.0311916 | Time: 1175.45 ms [2022-03-07 03:02:09 main:574] : INFO : Epoch 2040 | loss: 0.0311906 | val_loss: 0.0311928 | Time: 1179.07 ms [2022-03-07 03:02:11 main:574] : INFO : Epoch 2041 | loss: 0.031192 | val_loss: 0.0311919 | Time: 1217.27 ms [2022-03-07 03:02:12 main:574] : INFO : Epoch 2042 | loss: 0.0311895 | val_loss: 0.031197 | Time: 1188.36 ms [2022-03-07 03:02:13 main:574] : INFO : Epoch 2043 | loss: 0.0311921 | val_loss: 0.031192 | Time: 1189.79 ms [2022-03-07 03:02:14 main:574] : INFO : Epoch 2044 | loss: 0.031192 | val_loss: 0.031192 | Time: 1207.84 ms [2022-03-07 03:02:15 main:574] : INFO : Epoch 2045 | loss: 0.0311906 | val_loss: 0.0311931 | Time: 1194.59 ms [2022-03-07 03:02:17 main:574] : INFO : Epoch 2046 | loss: 0.031191 | val_loss: 0.0311948 | Time: 1183.94 ms [2022-03-07 03:02:18 main:574] : INFO : Epoch 2047 | loss: 0.0311912 | val_loss: 0.0311922 | Time: 1169.22 ms [2022-03-07 03:02:19 main:574] : INFO : Epoch 2048 | loss: 0.0311908 | val_loss: 0.0311931 | Time: 1203.77 ms [2022-03-07 03:02:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311931 [2022-03-07 03:02:19 main:603] : INFO : Saving end state to config to file [2022-03-07 03:02:19 main:608] : INFO : Success, exiting.. 03:02:19 (10868): 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)