Task 9025698
| Name | ParityModified-1636226102-27184-0_2 |
| Workunit | 6201482 |
| Created | 18 Nov 2021, 14:32:46 UTC |
| Sent | 18 Nov 2021, 15:34:27 UTC |
| Report deadline | 26 Nov 2021, 15:34:27 UTC |
| Received | 25 Nov 2021, 12:55:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 5 hours 20 min 47 sec |
| CPU time | 5 hours 15 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 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: 0.0312138 | val_loss: 0.0312161 | Time: 9163.43 ms [2021-11-25 05:37:35 main:574] : INFO : Epoch 1543 | loss: 0.0312132 | val_loss: 0.0312118 | Time: 9127.77 ms [2021-11-25 05:37:44 main:574] : INFO : Epoch 1544 | loss: 0.0312163 | val_loss: 0.0312145 | Time: 9183.83 ms [2021-11-25 05:37:53 main:574] : INFO : Epoch 1545 | loss: 0.0312139 | val_loss: 0.031212 | Time: 9198.68 ms [2021-11-25 05:38:03 main:574] : INFO : Epoch 1546 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 9138.48 ms [2021-11-25 05:38:12 main:574] : INFO : Epoch 1547 | loss: 0.031212 | val_loss: 0.031211 | Time: 9240.34 ms [2021-11-25 05:38:21 main:574] : INFO : Epoch 1548 | loss: 0.0312123 | val_loss: 0.031212 | Time: 9187.93 ms [2021-11-25 05:38:30 main:574] : INFO : Epoch 1549 | loss: 0.0312131 | val_loss: 0.0312131 | Time: 9219.84 ms [2021-11-25 05:38:40 main:574] : INFO : Epoch 1550 | loss: 0.0312125 | val_loss: 0.0312175 | Time: 9204.36 ms [2021-11-25 05:38:49 main:574] : INFO : Epoch 1551 | loss: 0.0312135 | val_loss: 0.0312108 | Time: 9211.34 ms [2021-11-25 05:38:58 main:574] : INFO : Epoch 1552 | loss: 0.0312122 | val_loss: 0.0312111 | Time: 9208.81 ms [2021-11-25 05:39:07 main:574] : INFO : Epoch 1553 | loss: 0.0312103 | val_loss: 0.0312107 | Time: 9233.5 ms [2021-11-25 05:39:16 main:574] : INFO : Epoch 1554 | loss: 0.0312098 | val_loss: 0.0312105 | Time: 9209.85 ms [2021-11-25 05:39:26 main:574] : INFO : Epoch 1555 | loss: 0.0312112 | val_loss: 0.0312138 | Time: 9363.34 ms [2021-11-25 05:39:35 main:574] : INFO : Epoch 1556 | loss: 0.031215 | val_loss: 0.0312232 | Time: 9207.36 ms [2021-11-25 05:39:44 main:574] : INFO : Epoch 1557 | loss: 0.0312114 | val_loss: 0.0312108 | Time: 9120.63 ms [2021-11-25 05:39:53 main:574] : INFO : Epoch 1558 | loss: 0.0312104 | val_loss: 0.0312161 | Time: 9173.85 ms [2021-11-25 05:40:03 main:574] : INFO : Epoch 1559 | loss: 0.0312114 | val_loss: 0.0312114 | Time: 9167.04 ms [2021-11-25 05:40:12 main:574] : INFO : Epoch 1560 | loss: 0.0312089 | val_loss: 0.0312112 | Time: 9176.28 ms [2021-11-25 05:40:21 main:574] : INFO : Epoch 1561 | loss: 0.0312098 | val_loss: 0.0312121 | Time: 9144.22 ms [2021-11-25 05:40:30 main:574] : INFO : Epoch 1562 | loss: 0.0312083 | val_loss: 0.0312095 | Time: 9231.65 ms [2021-11-25 05:40:39 main:574] : INFO : Epoch 1563 | loss: 0.0312084 | val_loss: 0.0312092 | Time: 9180.03 ms [2021-11-25 05:40:49 main:574] : INFO : Epoch 1564 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 9215.94 ms [2021-11-25 05:40:58 main:574] : INFO : Epoch 1565 | loss: 0.031208 | val_loss: 0.0312104 | Time: 9172.49 ms [2021-11-25 05:41:07 main:574] : INFO : Epoch 1566 | loss: 0.0312078 | val_loss: 0.0312088 | Time: 9252.88 ms [2021-11-25 05:41:16 main:574] : INFO : Epoch 1567 | loss: 0.0312075 | val_loss: 0.0312091 | Time: 9183.72 ms [2021-11-25 05:41:25 main:574] : INFO : Epoch 1568 | loss: 0.0312107 | val_loss: 0.0312208 | Time: 9154.51 ms [2021-11-25 05:41:35 main:574] : INFO : Epoch 1569 | loss: 0.0312094 | val_loss: 0.0312095 | Time: 9165.35 ms [2021-11-25 05:41:44 main:574] : INFO : Epoch 1570 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 9197.18 ms [2021-11-25 05:41:53 main:574] : INFO : Epoch 1571 | loss: 0.0312072 | val_loss: 0.03121 | Time: 9269.22 ms [2021-11-25 05:42:02 main:574] : INFO : Epoch 1572 | loss: 0.0312068 | val_loss: 0.0312093 | Time: 9119.12 ms [2021-11-25 05:42:11 main:574] : INFO : Epoch 1573 | loss: 0.0312063 | val_loss: 0.031208 | Time: 9156.1 ms [2021-11-25 05:42:21 main:574] : INFO : Epoch 1574 | loss: 0.0312065 | val_loss: 0.0312105 | Time: 9134.91 ms [2021-11-25 05:42:30 main:574] : INFO : Epoch 1575 | loss: 0.0312079 | val_loss: 0.0312133 | Time: 9154.9 ms [2021-11-25 05:42:39 main:574] : INFO : Epoch 1576 | loss: 0.0312117 | val_loss: 0.0312218 | Time: 9123.27 ms [2021-11-25 05:42:48 main:574] : INFO : Epoch 1577 | loss: 0.0312117 | val_loss: 0.03121 | Time: 9134.69 ms [2021-11-25 05:42:57 main:574] : INFO : Epoch 1578 | loss: 0.0312077 | val_loss: 0.0312161 | Time: 9140.85 ms [2021-11-25 05:43:06 main:574] : INFO : Epoch 1579 | loss: 0.0312102 | val_loss: 0.0312111 | Time: 9220.68 ms [2021-11-25 05:43:16 main:574] : INFO : Epoch 1580 | loss: 0.0312093 | val_loss: 0.0312184 | Time: 9165.86 ms [2021-11-25 05:43:25 main:574] : INFO : Epoch 1581 | loss: 0.0312087 | val_loss: 0.0312082 | Time: 9134.11 ms [2021-11-25 05:43:34 main:574] : INFO : Epoch 1582 | loss: 0.0312073 | val_loss: 0.0312121 | Time: 9196.87 ms [2021-11-25 05:43:43 main:574] : INFO : Epoch 1583 | loss: 0.0312064 | val_loss: 0.0312087 | Time: 9174.51 ms [2021-11-25 05:43:52 main:574] : INFO : Epoch 1584 | loss: 0.0312056 | val_loss: 0.0312126 | Time: 9136.62 ms [2021-11-25 05:44:01 main:574] : INFO : Epoch 1585 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 9182.39 ms [2021-11-25 05:44:11 main:574] : INFO : Epoch 1586 | loss: 0.0312084 | val_loss: 0.0312081 | Time: 9144.89 ms [2021-11-25 05:44:20 main:574] : INFO : Epoch 1587 | loss: 0.0312081 | val_loss: 0.0312097 | Time: 9156.5 ms [2021-11-25 05:44:29 main:574] : INFO : Epoch 1588 | loss: 0.0312063 | val_loss: 0.0312077 | Time: 9156.83 ms [2021-11-25 05:44:38 main:574] : INFO : Epoch 1589 | loss: 0.0312055 | val_loss: 0.0312069 | Time: 9206.79 ms [2021-11-25 05:44:47 main:574] : INFO : Epoch 1590 | loss: 0.0312085 | val_loss: 0.0312118 | Time: 9168.87 ms [2021-11-25 05:44:56 main:574] : INFO : Epoch 1591 | loss: 0.0312057 | val_loss: 0.0312065 | Time: 9090.75 ms [2021-11-25 05:45:06 main:574] : INFO : Epoch 1592 | loss: 0.0312071 | val_loss: 0.0312072 | Time: 9113.94 ms [2021-11-25 05:45:15 main:574] : INFO : Epoch 1593 | loss: 0.0312042 | val_loss: 0.0312071 | Time: 9186.44 ms [2021-11-25 05:45:24 main:574] : INFO : Epoch 1594 | loss: 0.0312048 | val_loss: 0.0312089 | Time: 9146.6 ms [2021-11-25 05:45:33 main:574] : INFO : Epoch 1595 | loss: 0.0312041 | val_loss: 0.0312077 | Time: 9222.07 ms [2021-11-25 05:45:42 main:574] : INFO : Epoch 1596 | loss: 0.0312062 | val_loss: 0.0312055 | Time: 9178.75 ms [2021-11-25 05:45:52 main:574] : INFO : Epoch 1597 | loss: 0.0312041 | val_loss: 0.0312054 | Time: 9177.31 ms [2021-11-25 05:46:01 main:574] : INFO : Epoch 1598 | loss: 0.0312038 | val_loss: 0.0312058 | Time: 9189.46 ms [2021-11-25 05:46:10 main:574] : INFO : Epoch 1599 | loss: 0.031203 | val_loss: 0.0312056 | Time: 9201.67 ms [2021-11-25 05:46:19 main:574] : INFO : Epoch 1600 | loss: 0.0312028 | val_loss: 0.0312062 | Time: 9149.03 ms [2021-11-25 05:46:28 main:574] : INFO : Epoch 1601 | loss: 0.0312038 | val_loss: 0.0312091 | Time: 9159.29 ms [2021-11-25 05:46:37 main:574] : INFO : Epoch 1602 | loss: 0.0312048 | val_loss: 0.0312076 | Time: 9123.61 ms [2021-11-25 05:46:47 main:574] : INFO : Epoch 1603 | loss: 0.0312043 | val_loss: 0.031205 | Time: 9273.01 ms [2021-11-25 05:46:56 main:574] : INFO : Epoch 1604 | loss: 0.031202 | val_loss: 0.0312062 | Time: 9100.74 ms [2021-11-25 05:47:05 main:574] : INFO : Epoch 1605 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 9211.12 ms [2021-11-25 05:47:14 main:574] : INFO : Epoch 1606 | loss: 0.0312028 | val_loss: 0.0312049 | Time: 9196.13 ms [2021-11-25 05:47:23 main:574] : INFO : Epoch 1607 | loss: 0.0312025 | val_loss: 0.0312059 | Time: 9211.93 ms [2021-11-25 05:47:33 main:574] : INFO : Epoch 1608 | loss: 0.0312012 | val_loss: 0.0312046 | Time: 9200.61 ms [2021-11-25 05:47:42 main:574] : INFO : Epoch 1609 | loss: 0.0312017 | val_loss: 0.0312043 | Time: 9233.54 ms [2021-11-25 05:47:51 main:574] : INFO : Epoch 1610 | loss: 0.031201 | val_loss: 0.0312037 | Time: 9219.2 ms [2021-11-25 05:48:00 main:574] : INFO : Epoch 1611 | loss: 0.0312006 | val_loss: 0.0312042 | Time: 9181.97 ms [2021-11-25 05:48:10 main:574] : INFO : Epoch 1612 | loss: 0.0312017 | val_loss: 0.031209 | Time: 9218.02 ms [2021-11-25 05:48:19 main:574] : INFO : Epoch 1613 | loss: 0.0312016 | val_loss: 0.0312107 | Time: 9199.81 ms [2021-11-25 05:48:28 main:574] : INFO : Epoch 1614 | loss: 0.031204 | val_loss: 0.0312059 | Time: 9242.19 ms [2021-11-25 05:48:37 main:574] : INFO : Epoch 1615 | loss: 0.0312 | val_loss: 0.0312045 | Time: 9204.78 ms [2021-11-25 05:48:46 main:574] : INFO : Epoch 1616 | loss: 0.0311996 | val_loss: 0.0312039 | Time: 9175.3 ms [2021-11-25 05:48:56 main:574] : INFO : Epoch 1617 | loss: 0.0312009 | val_loss: 0.0312053 | Time: 9138.99 ms [2021-11-25 05:49:05 main:574] : INFO : Epoch 1618 | loss: 0.0312004 | val_loss: 0.0312044 | Time: 9202.39 ms [2021-11-25 05:49:14 main:574] : INFO : Epoch 1619 | loss: 0.0312 | val_loss: 0.0312046 | Time: 9172.98 ms [2021-11-25 05:49:23 main:574] : INFO : Epoch 1620 | loss: 0.0311993 | val_loss: 0.0312065 | Time: 9212 ms [2021-11-25 05:49:33 main:574] : INFO : Epoch 1621 | loss: 0.0311999 | val_loss: 0.0312101 | Time: 9242.11 ms [2021-11-25 05:49:42 main:574] : INFO : Epoch 1622 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 9173.89 ms [2021-11-25 05:49:51 main:574] : INFO : Epoch 1623 | loss: 0.0312012 | val_loss: 0.0312032 | Time: 9161.54 ms [2021-11-25 05:50:00 main:574] : INFO : Epoch 1624 | loss: 0.0312031 | val_loss: 0.0312065 | Time: 9140.95 ms [2021-11-25 05:50:09 main:574] : INFO : Epoch 1625 | loss: 0.0312069 | val_loss: 0.0312144 | Time: 9173.33 ms [2021-11-25 05:50:18 main:574] : INFO : Epoch 1626 | loss: 0.0312067 | val_loss: 0.0312046 | Time: 9181.56 ms [2021-11-25 05:50:28 main:574] : INFO : Epoch 1627 | loss: 0.0312 | val_loss: 0.0312041 | Time: 9168.22 ms [2021-11-25 05:50:37 main:574] : INFO : Epoch 1628 | loss: 0.0311989 | val_loss: 0.0312034 | Time: 9121.17 ms [2021-11-25 05:50:46 main:574] : INFO : Epoch 1629 | loss: 0.0311979 | val_loss: 0.031203 | Time: 9128.02 ms [2021-11-25 05:50:55 main:574] : INFO : Epoch 1630 | loss: 0.0311978 | val_loss: 0.031203 | Time: 9092.11 ms [2021-11-25 05:51:04 main:574] : INFO : Epoch 1631 | loss: 0.031198 | val_loss: 0.031205 | Time: 9151.28 ms [2021-11-25 05:51:13 main:574] : INFO : Epoch 1632 | loss: 0.0312 | val_loss: 0.0312029 | Time: 9204.18 ms [2021-11-25 05:51:23 main:574] : INFO : Epoch 1633 | loss: 0.0311977 | val_loss: 0.0312027 | Time: 9150.88 ms [2021-11-25 05:51:32 main:574] : INFO : Epoch 1634 | loss: 0.0311978 | val_loss: 0.0312041 | Time: 9196.95 ms [2021-11-25 05:51:41 main:574] : INFO : Epoch 1635 | loss: 0.0311974 | val_loss: 0.0312027 | Time: 9162.79 ms [2021-11-25 05:51:50 main:574] : INFO : Epoch 1636 | loss: 0.0311985 | val_loss: 0.0312053 | Time: 9122.6 ms [2021-11-25 05:51:59 main:574] : INFO : Epoch 1637 | loss: 0.0311993 | val_loss: 0.0312071 | Time: 9198.2 ms [2021-11-25 05:52:08 main:574] : INFO : Epoch 1638 | loss: 0.0311998 | val_loss: 0.0312023 | Time: 9147.57 ms [2021-11-25 05:52:18 main:574] : INFO : Epoch 1639 | loss: 0.0311989 | val_loss: 0.0312044 | Time: 9155.21 ms [2021-11-25 05:52:27 main:574] : INFO : Epoch 1640 | loss: 0.0311995 | val_loss: 0.0312024 | Time: 9163.65 ms [2021-11-25 05:52:36 main:574] : INFO : Epoch 1641 | loss: 0.0311967 | val_loss: 0.0312026 | Time: 9178.22 ms [2021-11-25 05:52:45 main:574] : INFO : Epoch 1642 | loss: 0.0311977 | val_loss: 0.0312023 | Time: 9163.03 ms [2021-11-25 05:52:54 main:574] : INFO : Epoch 1643 | loss: 0.0311967 | val_loss: 0.0312026 | Time: 9167.53 ms [2021-11-25 05:53:04 main:574] : INFO : Epoch 1644 | loss: 0.0311972 | val_loss: 0.0312024 | Time: 9191.71 ms [2021-11-25 05:53:13 main:574] : INFO : Epoch 1645 | loss: 0.0311975 | val_loss: 0.0312028 | Time: 9200.05 ms [2021-11-25 05:53:22 main:574] : INFO : Epoch 1646 | loss: 0.0311967 | val_loss: 0.0312031 | Time: 9182.73 ms [2021-11-25 05:53:31 main:574] : INFO : Epoch 1647 | loss: 0.0311956 | val_loss: 0.0312036 | Time: 9207.58 ms [2021-11-25 05:53:40 main:574] : INFO : Epoch 1648 | loss: 0.0311983 | val_loss: 0.0312046 | Time: 9250.47 ms [2021-11-25 05:53:50 main:574] : INFO : Epoch 1649 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 9190.56 ms [2021-11-25 05:53:59 main:574] : INFO : Epoch 1650 | loss: 0.0311966 | val_loss: 0.0312101 | Time: 9223.71 ms [2021-11-25 05:54:08 main:574] : INFO : Epoch 1651 | loss: 0.0311991 | val_loss: 0.0312022 | Time: 9212.08 ms [2021-11-25 05:54:17 main:574] : INFO : Epoch 1652 | loss: 0.0312004 | val_loss: 0.0312027 | Time: 9091.07 ms [2021-11-25 05:54:26 main:574] : INFO : Epoch 1653 | loss: 0.0311983 | val_loss: 0.0312041 | Time: 9176.75 ms [2021-11-25 05:54:36 main:574] : INFO : Epoch 1654 | loss: 0.0311976 | val_loss: 0.0312027 | Time: 9189.28 ms [2021-11-25 05:54:45 main:574] : INFO : Epoch 1655 | loss: 0.0311982 | val_loss: 0.0312083 | Time: 9177.9 ms [2021-11-25 05:54:54 main:574] : INFO : Epoch 1656 | loss: 0.0311968 | val_loss: 0.0312018 | Time: 9177.46 ms [2021-11-25 05:55:03 main:574] : INFO : Epoch 1657 | loss: 0.0311959 | val_loss: 0.0312025 | Time: 9120.97 ms [2021-11-25 05:55:12 main:574] : INFO : Epoch 1658 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 9203.82 ms [2021-11-25 05:55:22 main:574] : INFO : Epoch 1659 | loss: 0.0311946 | val_loss: 0.0312015 | Time: 9219.75 ms [2021-11-25 05:55:31 main:574] : INFO : Epoch 1660 | loss: 0.0311941 | val_loss: 0.0312015 | Time: 9155.88 ms [2021-11-25 05:55:40 main:574] : INFO : Epoch 1661 | loss: 0.0311947 | val_loss: 0.0312011 | Time: 9165.76 ms [2021-11-25 05:55:49 main:574] : INFO : Epoch 1662 | loss: 0.0311945 | val_loss: 0.0312016 | Time: 9227.75 ms [2021-11-25 05:55:58 main:574] : INFO : Epoch 1663 | loss: 0.0311949 | val_loss: 0.0312045 | Time: 9241.22 ms [2021-11-25 05:56:08 main:574] : INFO : Epoch 1664 | loss: 0.0311947 | val_loss: 0.0312012 | Time: 9240.8 ms [2021-11-25 05:56:17 main:574] : INFO : Epoch 1665 | loss: 0.0311934 | val_loss: 0.0312047 | Time: 9197.83 ms [2021-11-25 05:56:26 main:574] : INFO : Epoch 1666 | loss: 0.0311941 | val_loss: 0.0312087 | Time: 9187.06 ms [2021-11-25 05:56:35 main:574] : INFO : Epoch 1667 | loss: 0.0311979 | val_loss: 0.0312068 | Time: 9247.73 ms [2021-11-25 05:56:45 main:574] : INFO : Epoch 1668 | loss: 0.031197 | val_loss: 0.0312044 | Time: 9228.75 ms [2021-11-25 05:56:54 main:574] : INFO : Epoch 1669 | loss: 0.0311956 | val_loss: 0.0312073 | Time: 9143.01 ms [2021-11-25 05:57:03 main:574] : INFO : Epoch 1670 | loss: 0.0311956 | val_loss: 0.0312013 | Time: 9181.9 ms [2021-11-25 05:57:12 main:574] : INFO : Epoch 1671 | loss: 0.0311945 | val_loss: 0.0312014 | Time: 9173.19 ms [2021-11-25 05:57:21 main:574] : INFO : Epoch 1672 | loss: 0.0311952 | val_loss: 0.0312028 | Time: 9141.96 ms [2021-11-25 05:57:30 main:574] : INFO : Epoch 1673 | loss: 0.0311935 | val_loss: 0.0312021 | Time: 9113.69 ms [2021-11-25 05:57:40 main:574] : INFO : Epoch 1674 | loss: 0.0311942 | val_loss: 0.0312037 | Time: 9207.41 ms [2021-11-25 05:57:49 main:574] : INFO : Epoch 1675 | loss: 0.0311932 | val_loss: 0.0312018 | Time: 9241.94 ms [2021-11-25 05:57:58 main:574] : INFO : Epoch 1676 | loss: 0.0311933 | val_loss: 0.0312036 | Time: 9211.51 ms [2021-11-25 05:58:07 main:574] : INFO : Epoch 1677 | loss: 0.0311922 | val_loss: 0.0312027 | Time: 9083.24 ms [2021-11-25 05:58:16 main:574] : INFO : Epoch 1678 | loss: 0.031192 | val_loss: 0.031201 | Time: 9196.71 ms [2021-11-25 05:58:26 main:574] : INFO : Epoch 1679 | loss: 0.0311918 | val_loss: 0.0312017 | Time: 9213.37 ms [2021-11-25 05:58:35 main:574] : INFO : Epoch 1680 | loss: 0.031194 | val_loss: 0.0312044 | Time: 9165.4 ms [2021-11-25 05:58:44 main:574] : INFO : Epoch 1681 | loss: 0.0311936 | val_loss: 0.0312033 | Time: 9166.38 ms [2021-11-25 05:58:53 main:574] : INFO : Epoch 1682 | loss: 0.0311922 | val_loss: 0.0312006 | Time: 9122.93 ms [2021-11-25 05:59:02 main:574] : INFO : Epoch 1683 | loss: 0.0311926 | val_loss: 0.0312079 | Time: 9100.19 ms [2021-11-25 05:59:11 main:574] : INFO : Epoch 1684 | loss: 0.0311918 | val_loss: 0.0312024 | Time: 9182.06 ms [2021-11-25 05:59:21 main:574] : INFO : Epoch 1685 | loss: 0.0311911 | val_loss: 0.0312034 | Time: 9222.36 ms [2021-11-25 05:59:30 main:574] : INFO : Epoch 1686 | loss: 0.0311916 | val_loss: 0.0312044 | Time: 9202.58 ms [2021-11-25 05:59:39 main:574] : INFO : Epoch 1687 | loss: 0.0311935 | val_loss: 0.0312031 | Time: 9193.61 ms [2021-11-25 05:59:48 main:574] : INFO : Epoch 1688 | loss: 0.0311912 | val_loss: 0.0312031 | Time: 9198.08 ms [2021-11-25 05:59:58 main:574] : INFO : Epoch 1689 | loss: 0.0311903 | val_loss: 0.0312007 | Time: 9212.54 ms [2021-11-25 06:00:07 main:574] : INFO : Epoch 1690 | loss: 0.0311906 | val_loss: 0.0312014 | Time: 9242.35 ms [2021-11-25 06:00:16 main:574] : INFO : Epoch 1691 | loss: 0.0311897 | val_loss: 0.0312004 | Time: 9234.27 ms [2021-11-25 06:00:25 main:574] : INFO : Epoch 1692 | loss: 0.0311901 | val_loss: 0.0312016 | Time: 9205 ms [2021-11-25 06:00:35 main:574] : INFO : Epoch 1693 | loss: 0.0311913 | val_loss: 0.0312011 | Time: 9205.31 ms [2021-11-25 06:00:44 main:574] : INFO : Epoch 1694 | loss: 0.0311908 | val_loss: 0.0312019 | Time: 9310.58 ms [2021-11-25 06:00:53 main:574] : INFO : Epoch 1695 | loss: 0.03119 | val_loss: 0.031205 | Time: 9242.16 ms [2021-11-25 06:01:02 main:574] : INFO : Epoch 1696 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 9141.77 ms [2021-11-25 06:01:12 main:574] : INFO : Epoch 1697 | loss: 0.0311916 | val_loss: 0.0312145 | Time: 9144.12 ms [2021-11-25 06:01:21 main:574] : INFO : Epoch 1698 | loss: 0.0311967 | val_loss: 0.0312056 | Time: 9167.83 ms [2021-11-25 06:01:30 main:574] : INFO : Epoch 1699 | loss: 0.0311913 | val_loss: 0.031201 | Time: 9228.66 ms [2021-11-25 06:01:39 main:574] : INFO : Epoch 1700 | loss: 0.0311922 | val_loss: 0.0312021 | Time: 9216.22 ms [2021-11-25 06:01:48 main:574] : INFO : Epoch 1701 | loss: 0.0311903 | val_loss: 0.0312009 | Time: 9197.88 ms [2021-11-25 06:01:58 main:574] : INFO : Epoch 1702 | loss: 0.0311896 | val_loss: 0.0312002 | Time: 9259.67 ms [2021-11-25 06:02:07 main:574] : INFO : Epoch 1703 | loss: 0.0311912 | val_loss: 0.0312112 | Time: 9134.55 ms [2021-11-25 06:02:16 main:574] : INFO : Epoch 1704 | loss: 0.0311927 | val_loss: 0.0312007 | Time: 9189.16 ms [2021-11-25 06:02:25 main:574] : INFO : Epoch 1705 | loss: 0.0311963 | val_loss: 0.0312018 | Time: 9097.91 ms [2021-11-25 06:02:34 main:574] : INFO : Epoch 1706 | loss: 0.031197 | val_loss: 0.0311998 | Time: 9233.6 ms [2021-11-25 06:02:44 main:574] : INFO : Epoch 1707 | loss: 0.0311955 | val_loss: 0.0311981 | Time: 9286.49 ms [2021-11-25 06:02:53 main:574] : INFO : Epoch 1708 | loss: 0.031197 | val_loss: 0.0311984 | Time: 9295.61 ms [2021-11-25 06:03:02 main:574] : INFO : Epoch 1709 | loss: 0.0311939 | val_loss: 0.0311981 | Time: 9345.08 ms [2021-11-25 06:03:12 main:574] : INFO : Epoch 1710 | loss: 0.0311948 | val_loss: 0.0312014 | Time: 9416.64 ms [2021-11-25 06:03:21 main:574] : INFO : Epoch 1711 | loss: 0.0311961 | val_loss: 0.031198 | Time: 9246.46 ms [2021-11-25 06:03:30 main:574] : INFO : Epoch 1712 | loss: 0.031194 | val_loss: 0.0311991 | Time: 9133.77 ms [2021-11-25 06:03:39 main:574] : INFO : Epoch 1713 | loss: 0.0311924 | val_loss: 0.0312007 | Time: 9168.92 ms [2021-11-25 06:03:49 main:574] : INFO : Epoch 1714 | loss: 0.0311922 | val_loss: 0.0311981 | Time: 9278.21 ms [2021-11-25 06:03:58 main:574] : INFO : Epoch 1715 | loss: 0.031192 | val_loss: 0.0311995 | Time: 9243.68 ms [2021-11-25 06:04:07 main:574] : INFO : Epoch 1716 | loss: 0.0311931 | val_loss: 0.0312019 | Time: 9124.65 ms [2021-11-25 06:04:16 main:574] : INFO : Epoch 1717 | loss: 0.0311946 | val_loss: 0.0312062 | Time: 9173.43 ms [2021-11-25 06:04:26 main:574] : INFO : Epoch 1718 | loss: 0.0311936 | val_loss: 0.0311983 | Time: 9252.57 ms [2021-11-25 06:04:35 main:574] : INFO : Epoch 1719 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 9270.43 ms [2021-11-25 06:04:44 main:574] : INFO : Epoch 1720 | loss: 0.031195 | val_loss: 0.0311968 | Time: 9167.28 ms [2021-11-25 06:04:53 main:574] : INFO : Epoch 1721 | loss: 0.0311942 | val_loss: 0.0311967 | Time: 9201.1 ms [2021-11-25 06:05:03 main:574] : INFO : Epoch 1722 | loss: 0.0311915 | val_loss: 0.0311988 | Time: 9279.55 ms [2021-11-25 06:05:12 main:574] : INFO : Epoch 1723 | loss: 0.0311909 | val_loss: 0.0311995 | Time: 9147.38 ms [2021-11-25 06:05:21 main:574] : INFO : Epoch 1724 | loss: 0.0311902 | val_loss: 0.0311962 | Time: 9208.83 ms [2021-11-25 06:05:30 main:574] : INFO : Epoch 1725 | loss: 0.0311916 | val_loss: 0.031197 | Time: 9227.33 ms [2021-11-25 06:05:39 main:574] : INFO : Epoch 1726 | loss: 0.0311891 | val_loss: 0.0311983 | Time: 9171.85 ms [2021-11-25 06:05:48 main:574] : INFO : Epoch 1727 | loss: 0.0311893 | val_loss: 0.0311983 | Time: 9163.26 ms [2021-11-25 06:05:58 main:574] : INFO : Epoch 1728 | loss: 0.031189 | val_loss: 0.0311965 | Time: 9309.93 ms [2021-11-25 06:06:07 main:574] : INFO : Epoch 1729 | loss: 0.031188 | val_loss: 0.031197 | Time: 9261.04 ms [2021-11-25 06:06:16 main:574] : INFO : Epoch 1730 | loss: 0.0311882 | val_loss: 0.0311965 | Time: 9255.3 ms [2021-11-25 06:06:26 main:574] : INFO : Epoch 1731 | loss: 0.0311915 | val_loss: 0.0312047 | Time: 9189.59 ms [2021-11-25 06:06:35 main:574] : INFO : Epoch 1732 | loss: 0.031191 | val_loss: 0.0311964 | Time: 9212.3 ms [2021-11-25 06:06:44 main:574] : INFO : Epoch 1733 | loss: 0.0311901 | val_loss: 0.0312028 | Time: 9194.98 ms [2021-11-25 06:06:53 main:574] : INFO : Epoch 1734 | loss: 0.0311876 | val_loss: 0.0311962 | Time: 9235.84 ms [2021-11-25 06:07:02 main:574] : INFO : Epoch 1735 | loss: 0.0311872 | val_loss: 0.0311973 | Time: 9175.04 ms [2021-11-25 06:07:12 main:574] : INFO : Epoch 1736 | loss: 0.0311873 | val_loss: 0.0311965 | Time: 9203.76 ms [2021-11-25 06:07:21 main:574] : INFO : Epoch 1737 | loss: 0.0311858 | val_loss: 0.0311958 | Time: 9169.24 ms [2021-11-25 06:07:30 main:574] : INFO : Epoch 1738 | loss: 0.0311858 | val_loss: 0.0311982 | Time: 9229.3 ms [2021-11-25 06:07:39 main:574] : INFO : Epoch 1739 | loss: 0.0311875 | val_loss: 0.0311966 | Time: 9229.22 ms [2021-11-25 06:07:49 main:574] : INFO : Epoch 1740 | loss: 0.0311863 | val_loss: 0.0311995 | Time: 9231.71 ms [2021-11-25 06:07:58 main:574] : INFO : Epoch 1741 | loss: 0.0311869 | val_loss: 0.0311957 | Time: 9192.97 ms [2021-11-25 06:08:07 main:574] : INFO : Epoch 1742 | loss: 0.0311875 | val_loss: 0.0311983 | Time: 9304.7 ms [2021-11-25 06:08:16 main:574] : INFO : Epoch 1743 | loss: 0.0311858 | val_loss: 0.0311964 | Time: 9216.81 ms [2021-11-25 06:08:26 main:574] : INFO : Epoch 1744 | loss: 0.0311879 | val_loss: 0.0312001 | Time: 9212.29 ms [2021-11-25 06:08:35 main:574] : INFO : Epoch 1745 | loss: 0.0311868 | val_loss: 0.0311971 | Time: 9225.12 ms [2021-11-25 06:08:44 main:574] : INFO : Epoch 1746 | loss: 0.031186 | val_loss: 0.0312 | Time: 9251.6 ms [2021-11-25 06:08:53 main:574] : INFO : Epoch 1747 | loss: 0.0311857 | val_loss: 0.0311964 | Time: 9226.38 ms [2021-11-25 06:09:03 main:574] : INFO : Epoch 1748 | loss: 0.0311867 | val_loss: 0.0311957 | Time: 9319.46 ms [2021-11-25 06:09:12 main:574] : INFO : Epoch 1749 | loss: 0.0311846 | val_loss: 0.0311978 | Time: 9181.34 ms [2021-11-25 06:09:21 main:574] : INFO : Epoch 1750 | loss: 0.0311846 | val_loss: 0.0311989 | Time: 9244.98 ms [2021-11-25 06:09:30 main:574] : INFO : Epoch 1751 | loss: 0.031186 | val_loss: 0.0311975 | Time: 9244.94 ms [2021-11-25 06:09:40 main:574] : INFO : Epoch 1752 | loss: 0.0311841 | val_loss: 0.0311961 | Time: 9254.88 ms [2021-11-25 06:09:49 main:574] : INFO : Epoch 1753 | loss: 0.0311844 | val_loss: 0.0311971 | Time: 9304.88 ms [2021-11-25 06:09:58 main:574] : INFO : Epoch 1754 | loss: 0.0311848 | val_loss: 0.0311968 | Time: 9238.7 ms [2021-11-25 06:10:07 main:574] : INFO : Epoch 1755 | loss: 0.0311834 | val_loss: 0.0312018 | Time: 9255.99 ms [2021-11-25 06:10:17 main:574] : INFO : Epoch 1756 | loss: 0.0311882 | val_loss: 0.0311979 | Time: 9181.23 ms [2021-11-25 06:10:26 main:574] : INFO : Epoch 1757 | loss: 0.0311839 | val_loss: 0.0311955 | Time: 9184.08 ms [2021-11-25 06:10:35 main:574] : INFO : Epoch 1758 | loss: 0.031184 | val_loss: 0.0311994 | Time: 9234.63 ms [2021-11-25 06:10:44 main:574] : INFO : Epoch 1759 | loss: 0.0311873 | val_loss: 0.0312027 | Time: 9224.45 ms [2021-11-25 06:10:54 main:574] : INFO : Epoch 1760 | loss: 0.0311882 | val_loss: 0.031208 | Time: 9242.39 ms [2021-11-25 06:11:03 main:574] : INFO : Epoch 1761 | loss: 0.031187 | val_loss: 0.031207 | Time: 9257.02 ms [2021-11-25 06:11:12 main:574] : INFO : Epoch 1762 | loss: 0.031184 | val_loss: 0.0311964 | Time: 9270.94 ms [2021-11-25 06:11:21 main:574] : INFO : Epoch 1763 | loss: 0.0311828 | val_loss: 0.0311983 | Time: 9245.89 ms [2021-11-25 06:11:31 main:574] : INFO : Epoch 1764 | loss: 0.031183 | val_loss: 0.0311974 | Time: 9245.62 ms [2021-11-25 06:11:40 main:574] : INFO : Epoch 1765 | loss: 0.0311821 | val_loss: 0.0312019 | Time: 9206.93 ms [2021-11-25 06:11:49 main:574] : INFO : Epoch 1766 | loss: 0.0311845 | val_loss: 0.0311964 | Time: 9174.21 ms [2021-11-25 06:11:58 main:574] : INFO : Epoch 1767 | loss: 0.0311817 | val_loss: 0.0311974 | Time: 9237.84 ms [2021-11-25 06:12:07 main:574] : INFO : Epoch 1768 | loss: 0.0311816 | val_loss: 0.0311973 | Time: 9129.3 ms [2021-11-25 06:12:17 main:574] : INFO : Epoch 1769 | loss: 0.0311835 | val_loss: 0.0312007 | Time: 9165.51 ms [2021-11-25 06:12:26 main:574] : INFO : Epoch 1770 | loss: 0.0311838 | val_loss: 0.0312073 | Time: 9190 ms [2021-11-25 06:12:35 main:574] : INFO : Epoch 1771 | loss: 0.0311912 | val_loss: 0.0312178 | Time: 9217.75 ms [2021-11-25 06:12:44 main:574] : INFO : Epoch 1772 | loss: 0.0318734 | val_loss: 0.0362688 | Time: 9217.73 ms [2021-11-25 06:12:54 main:574] : INFO : Epoch 1773 | loss: 0.0336774 | val_loss: 0.0315114 | Time: 9221.72 ms [2021-11-25 06:13:03 main:574] : INFO : Epoch 1774 | loss: 0.0314464 | val_loss: 0.0313513 | Time: 9174.19 ms [2021-11-25 06:13:12 main:574] : INFO : Epoch 1775 | loss: 0.0312946 | val_loss: 0.0312592 | Time: 9185.12 ms [2021-11-25 06:13:21 main:574] : INFO : Epoch 1776 | loss: 0.031248 | val_loss: 0.0312419 | Time: 9236.65 ms [2021-11-25 06:13:30 main:574] : INFO : Epoch 1777 | loss: 0.0312382 | val_loss: 0.0312329 | Time: 9169.1 ms [2021-11-25 06:13:40 main:574] : INFO : Epoch 1778 | loss: 0.0312303 | val_loss: 0.0312246 | Time: 9111.72 ms [2021-11-25 06:13:49 main:574] : INFO : Epoch 1779 | loss: 0.0312222 | val_loss: 0.0312193 | Time: 9184.85 ms [2021-11-25 06:13:58 main:574] : INFO : Epoch 1780 | loss: 0.0312166 | val_loss: 0.0312171 | Time: 9188.7 ms [2021-11-25 06:14:07 main:574] : INFO : Epoch 1781 | loss: 0.0312148 | val_loss: 0.0312189 | Time: 9228.55 ms [2021-11-25 06:14:16 main:574] : INFO : Epoch 1782 | loss: 0.0312139 | val_loss: 0.0312101 | Time: 9192.28 ms [2021-11-25 06:14:26 main:574] : INFO : Epoch 1783 | loss: 0.0312092 | val_loss: 0.0312066 | Time: 9156.51 ms [2021-11-25 06:14:35 main:574] : INFO : Epoch 1784 | loss: 0.031207 | val_loss: 0.0312067 | Time: 9209.72 ms [2021-11-25 06:14:44 main:574] : INFO : Epoch 1785 | loss: 0.031207 | val_loss: 0.0312061 | Time: 9215.2 ms [2021-11-25 06:14:53 main:574] : INFO : Epoch 1786 | loss: 0.0312029 | val_loss: 0.0312033 | Time: 9269.89 ms [2021-11-25 06:15:02 main:574] : INFO : Epoch 1787 | loss: 0.0312023 | val_loss: 0.0312032 | Time: 9195.36 ms [2021-11-25 06:15:12 main:574] : INFO : Epoch 1788 | loss: 0.0312017 | val_loss: 0.0312011 | Time: 9169.5 ms [2021-11-25 06:15:21 main:574] : INFO : Epoch 1789 | loss: 0.0312026 | val_loss: 0.0312061 | Time: 9229.11 ms [2021-11-25 06:15:30 main:574] : INFO : Epoch 1790 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 9103.54 ms [2021-11-25 06:15:39 main:574] : INFO : Epoch 1791 | loss: 0.0312008 | val_loss: 0.0312056 | Time: 9140.12 ms [2021-11-25 06:15:48 main:574] : INFO : Epoch 1792 | loss: 0.0312044 | val_loss: 0.0312065 | Time: 9134.69 ms [2021-11-25 06:15:57 main:574] : INFO : Epoch 1793 | loss: 0.0312023 | val_loss: 0.0311983 | Time: 9116.46 ms [2021-11-25 06:16:07 main:574] : INFO : Epoch 1794 | loss: 0.0311979 | val_loss: 0.0312032 | Time: 9165.45 ms [2021-11-25 06:16:16 main:574] : INFO : Epoch 1795 | loss: 0.0312034 | val_loss: 0.0312244 | Time: 9207.74 ms [2021-11-25 06:16:25 main:574] : INFO : Epoch 1796 | loss: 0.0312068 | val_loss: 0.0311995 | Time: 9157.82 ms [2021-11-25 06:16:34 main:574] : INFO : Epoch 1797 | loss: 0.0312021 | val_loss: 0.0312026 | Time: 9138.37 ms [2021-11-25 06:16:43 main:574] : INFO : Epoch 1798 | loss: 0.0311975 | val_loss: 0.0311962 | Time: 9177.86 ms [2021-11-25 06:16:53 main:574] : INFO : Epoch 1799 | loss: 0.0311949 | val_loss: 0.0311962 | Time: 9193.24 ms [2021-11-25 06:17:02 main:574] : INFO : Epoch 1800 | loss: 0.031194 | val_loss: 0.0311949 | Time: 9213.24 ms [2021-11-25 06:17:11 main:574] : INFO : Epoch 1801 | loss: 0.0311949 | val_loss: 0.0312008 | Time: 9119.67 ms [2021-11-25 06:17:20 main:574] : INFO : Epoch 1802 | loss: 0.0311937 | val_loss: 0.0311975 | Time: 9215.97 ms [2021-11-25 06:17:29 main:574] : INFO : Epoch 1803 | loss: 0.0311938 | val_loss: 0.0311945 | Time: 9113.15 ms [2021-11-25 06:17:38 main:574] : INFO : Epoch 1804 | loss: 0.0311953 | val_loss: 0.0311991 | Time: 9097.36 ms [2021-11-25 06:17:48 main:574] : INFO : Epoch 1805 | loss: 0.0311928 | val_loss: 0.0311936 | Time: 9189.73 ms [2021-11-25 06:17:57 main:574] : INFO : Epoch 1806 | loss: 0.0311913 | val_loss: 0.0311939 | Time: 9243.77 ms [2021-11-25 06:18:06 main:574] : INFO : Epoch 1807 | loss: 0.0311942 | val_loss: 0.0311936 | Time: 9196.94 ms [2021-11-25 06:18:15 main:574] : INFO : Epoch 1808 | loss: 0.0311918 | val_loss: 0.0312045 | Time: 9194.92 ms [2021-11-25 06:18:24 main:574] : INFO : Epoch 1809 | loss: 0.0311938 | val_loss: 0.0311946 | Time: 9179.6 ms [2021-11-25 06:18:34 main:574] : INFO : Epoch 1810 | loss: 0.031191 | val_loss: 0.0311968 | Time: 9121.38 ms [2021-11-25 06:18:43 main:574] : INFO : Epoch 1811 | loss: 0.0311896 | val_loss: 0.0311921 | Time: 9157.78 ms [2021-11-25 06:18:52 main:574] : INFO : Epoch 1812 | loss: 0.0311884 | val_loss: 0.0311936 | Time: 9232.19 ms [2021-11-25 06:19:01 main:574] : INFO : Epoch 1813 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 9327.73 ms [2021-11-25 06:19:11 main:574] : INFO : Epoch 1814 | loss: 0.031188 | val_loss: 0.0311922 | Time: 9208.8 ms [2021-11-25 06:19:20 main:574] : INFO : Epoch 1815 | loss: 0.0311884 | val_loss: 0.0311912 | Time: 9198.95 ms [2021-11-25 06:19:29 main:574] : INFO : Epoch 1816 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 9237.07 ms [2021-11-25 06:19:38 main:574] : INFO : Epoch 1817 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 9205.52 ms [2021-11-25 06:19:48 main:574] : INFO : Epoch 1818 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 9183.21 ms [2021-11-25 06:19:57 main:574] : INFO : Epoch 1819 | loss: 0.031186 | val_loss: 0.0311931 | Time: 9193.23 ms [2021-11-25 06:20:06 main:574] : INFO : Epoch 1820 | loss: 0.0311871 | val_loss: 0.0311928 | Time: 9152.47 ms [2021-11-25 06:20:15 main:574] : INFO : Epoch 1821 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 9165.24 ms [2021-11-25 06:20:24 main:574] : INFO : Epoch 1822 | loss: 0.0311873 | val_loss: 0.0311911 | Time: 9246.21 ms [2021-11-25 06:20:33 main:574] : INFO : Epoch 1823 | loss: 0.0311866 | val_loss: 0.031191 | Time: 9162.39 ms [2021-11-25 06:20:43 main:574] : INFO : Epoch 1824 | loss: 0.0311877 | val_loss: 0.0311995 | Time: 9208.99 ms [2021-11-25 06:20:52 main:574] : INFO : Epoch 1825 | loss: 0.0311861 | val_loss: 0.03119 | Time: 9160.46 ms [2021-11-25 06:21:01 main:574] : INFO : Epoch 1826 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 9183.78 ms [2021-11-25 06:21:10 main:574] : INFO : Epoch 1827 | loss: 0.0311846 | val_loss: 0.0311902 | Time: 9215.71 ms [2021-11-25 06:21:20 main:574] : INFO : Epoch 1828 | loss: 0.031184 | val_loss: 0.0311914 | Time: 9252.26 ms [2021-11-25 06:21:29 main:574] : INFO : Epoch 1829 | loss: 0.0311857 | val_loss: 0.0311903 | Time: 9255.4 ms [2021-11-25 06:21:38 main:574] : INFO : Epoch 1830 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 9221.95 ms [2021-11-25 06:21:47 main:574] : INFO : Epoch 1831 | loss: 0.0311838 | val_loss: 0.0311905 | Time: 9263.33 ms [2021-11-25 06:21:57 main:574] : INFO : Epoch 1832 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 9193.87 ms [2021-11-25 06:22:06 main:574] : INFO : Epoch 1833 | loss: 0.0311836 | val_loss: 0.0311906 | Time: 9130.47 ms [2021-11-25 06:22:15 main:574] : INFO : Epoch 1834 | loss: 0.0311841 | val_loss: 0.0311923 | Time: 9127.52 ms [2021-11-25 06:22:24 main:574] : INFO : Epoch 1835 | loss: 0.031188 | val_loss: 0.0311948 | Time: 9163.73 ms [2021-11-25 06:22:33 main:574] : INFO : Epoch 1836 | loss: 0.0311831 | val_loss: 0.0312002 | Time: 9207.65 ms [2021-11-25 06:22:42 main:574] : INFO : Epoch 1837 | loss: 0.0311863 | val_loss: 0.0311907 | Time: 9170.96 ms [2021-11-25 06:22:52 main:574] : INFO : Epoch 1838 | loss: 0.0311828 | val_loss: 0.0311907 | Time: 9259.03 ms [2021-11-25 06:23:01 main:574] : INFO : Epoch 1839 | loss: 0.0311836 | val_loss: 0.0311926 | Time: 9245.79 ms [2021-11-25 06:23:10 main:574] : INFO : Epoch 1840 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 9169.28 ms [2021-11-25 06:23:19 main:574] : INFO : Epoch 1841 | loss: 0.031186 | val_loss: 0.0311911 | Time: 9155.18 ms [2021-11-25 06:23:29 main:574] : INFO : Epoch 1842 | loss: 0.0311827 | val_loss: 0.0311895 | Time: 9158.34 ms [2021-11-25 06:23:38 main:574] : INFO : Epoch 1843 | loss: 0.0311825 | val_loss: 0.0311936 | Time: 9207.88 ms [2021-11-25 06:23:47 main:574] : INFO : Epoch 1844 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 9159.79 ms [2021-11-25 06:23:56 main:574] : INFO : Epoch 1845 | loss: 0.0311838 | val_loss: 0.0311925 | Time: 9221.67 ms [2021-11-25 06:24:05 main:574] : INFO : Epoch 1846 | loss: 0.0311866 | val_loss: 0.03119 | Time: 9256.84 ms [2021-11-25 06:24:15 main:574] : INFO : Epoch 1847 | loss: 0.0311816 | val_loss: 0.0311898 | Time: 9247.08 ms [2021-11-25 06:24:24 main:574] : INFO : Epoch 1848 | loss: 0.0311809 | val_loss: 0.0311897 | Time: 9150.32 ms [2021-11-25 06:24:33 main:574] : INFO : Epoch 1849 | loss: 0.0311804 | val_loss: 0.0311888 | Time: 9090.27 ms [2021-11-25 06:24:42 main:574] : INFO : Epoch 1850 | loss: 0.0311813 | val_loss: 0.0311922 | Time: 9153.19 ms [2021-11-25 06:24:51 main:574] : INFO : Epoch 1851 | loss: 0.0311804 | val_loss: 0.0311926 | Time: 9182.51 ms [2021-11-25 06:25:00 main:574] : INFO : Epoch 1852 | loss: 0.031181 | val_loss: 0.0311921 | Time: 9157.84 ms [2021-11-25 06:25:10 main:574] : INFO : Epoch 1853 | loss: 0.0311826 | val_loss: 0.0311916 | Time: 9152.88 ms [2021-11-25 06:25:19 main:574] : INFO : Epoch 1854 | loss: 0.0311824 | val_loss: 0.03119 | Time: 9200.4 ms [2021-11-25 06:25:28 main:574] : INFO : Epoch 1855 | loss: 0.0311819 | val_loss: 0.03119 | Time: 9256.44 ms [2021-11-25 06:25:37 main:574] : INFO : Epoch 1856 | loss: 0.0311791 | val_loss: 0.0311891 | Time: 9181.87 ms [2021-11-25 06:25:47 main:574] : INFO : Epoch 1857 | loss: 0.0311801 | val_loss: 0.0311894 | Time: 9178.92 ms [2021-11-25 06:25:56 main:574] : INFO : Epoch 1858 | loss: 0.0311792 | val_loss: 0.0311912 | Time: 9235.77 ms [2021-11-25 06:26:05 main:574] : INFO : Epoch 1859 | loss: 0.0311791 | val_loss: 0.031191 | Time: 9249.16 ms [2021-11-25 06:26:14 main:574] : INFO : Epoch 1860 | loss: 0.0311818 | val_loss: 0.0311964 | Time: 9210.71 ms [2021-11-25 06:26:23 main:574] : INFO : Epoch 1861 | loss: 0.0311814 | val_loss: 0.031189 | Time: 9113.81 ms [2021-11-25 06:26:33 main:574] : INFO : Epoch 1862 | loss: 0.0311786 | val_loss: 0.0311956 | Time: 9147.65 ms [2021-11-25 06:26:42 main:574] : INFO : Epoch 1863 | loss: 0.0311817 | val_loss: 0.0311909 | Time: 9146.82 ms [2021-11-25 06:26:51 main:574] : INFO : Epoch 1864 | loss: 0.0311788 | val_loss: 0.031192 | Time: 9188.87 ms [2021-11-25 06:27:00 main:574] : INFO : Epoch 1865 | loss: 0.0311817 | val_loss: 0.0311896 | Time: 9186.75 ms [2021-11-25 06:27:09 main:574] : INFO : Epoch 1866 | loss: 0.0311838 | val_loss: 0.031207 | Time: 9187.82 ms [2021-11-25 06:27:19 main:574] : INFO : Epoch 1867 | loss: 0.0311817 | val_loss: 0.0311917 | Time: 9224.37 ms [2021-11-25 06:27:28 main:574] : INFO : Epoch 1868 | loss: 0.0311778 | val_loss: 0.0311896 | Time: 9153.82 ms [2021-11-25 06:27:37 main:574] : INFO : Epoch 1869 | loss: 0.0311772 | val_loss: 0.0312009 | Time: 9154.51 ms [2021-11-25 06:27:46 main:574] : INFO : Epoch 1870 | loss: 0.0311789 | val_loss: 0.0311952 | Time: 9207.08 ms [2021-11-25 06:27:55 main:574] : INFO : Epoch 1871 | loss: 0.0311815 | val_loss: 0.0311987 | Time: 9192.46 ms [2021-11-25 06:28:04 main:574] : INFO : Epoch 1872 | loss: 0.0311797 | val_loss: 0.0311895 | Time: 9140.66 ms [2021-11-25 06:28:14 main:574] : INFO : Epoch 1873 | loss: 0.0311801 | val_loss: 0.031189 | Time: 9224.67 ms [2021-11-25 06:28:23 main:574] : INFO : Epoch 1874 | loss: 0.0311818 | val_loss: 0.0311887 | Time: 9201.72 ms [2021-11-25 06:28:32 main:574] : INFO : Epoch 1875 | loss: 0.0311811 | val_loss: 0.0311905 | Time: 9207.69 ms [2021-11-25 06:28:41 main:574] : INFO : Epoch 1876 | loss: 0.0311759 | val_loss: 0.0311923 | Time: 9203.42 ms [2021-11-25 06:28:51 main:574] : INFO : Epoch 1877 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 9239.56 ms [2021-11-25 06:29:00 main:574] : INFO : Epoch 1878 | loss: 0.0311757 | val_loss: 0.0311893 | Time: 9197.39 ms [2021-11-25 06:29:09 main:574] : INFO : Epoch 1879 | loss: 0.0311752 | val_loss: 0.031192 | Time: 9228.1 ms [2021-11-25 06:29:18 main:574] : INFO : Epoch 1880 | loss: 0.0311754 | val_loss: 0.0311905 | Time: 9191.69 ms [2021-11-25 06:29:28 main:574] : INFO : Epoch 1881 | loss: 0.031176 | val_loss: 0.0311908 | Time: 9198.71 ms [2021-11-25 06:29:37 main:574] : INFO : Epoch 1882 | loss: 0.0311781 | val_loss: 0.0311929 | Time: 9201.62 ms [2021-11-25 06:29:46 main:574] : INFO : Epoch 1883 | loss: 0.0311761 | val_loss: 0.0311906 | Time: 9229.71 ms [2021-11-25 06:29:55 main:574] : INFO : Epoch 1884 | loss: 0.0311768 | val_loss: 0.0311914 | Time: 9160.22 ms [2021-11-25 06:30:04 main:574] : INFO : Epoch 1885 | loss: 0.0311744 | val_loss: 0.0311901 | Time: 9182.47 ms [2021-11-25 06:30:14 main:574] : INFO : Epoch 1886 | loss: 0.0311734 | val_loss: 0.0311934 | Time: 9187.66 ms [2021-11-25 06:30:23 main:574] : INFO : Epoch 1887 | loss: 0.0311734 | val_loss: 0.0311902 | Time: 9195.35 ms [2021-11-25 06:30:32 main:574] : INFO : Epoch 1888 | loss: 0.0311736 | val_loss: 0.0311936 | Time: 9201.42 ms [2021-11-25 06:30:41 main:574] : INFO : Epoch 1889 | loss: 0.0311746 | val_loss: 0.0311903 | Time: 9119.94 ms [2021-11-25 06:30:50 main:574] : INFO : Epoch 1890 | loss: 0.0311732 | val_loss: 0.0311937 | Time: 9254.73 ms [2021-11-25 06:31:00 main:574] : INFO : Epoch 1891 | loss: 0.0311776 | val_loss: 0.0311898 | Time: 9175.61 ms [2021-11-25 06:31:09 main:574] : INFO : Epoch 1892 | loss: 0.0311801 | val_loss: 0.0311931 | Time: 9160.57 ms [2021-11-25 06:31:18 main:574] : INFO : Epoch 1893 | loss: 0.0311794 | val_loss: 0.0311878 | Time: 9123.37 ms [2021-11-25 06:31:27 main:574] : INFO : Epoch 1894 | loss: 0.0311829 | val_loss: 0.0311988 | Time: 9262.87 ms [2021-11-25 06:31:37 main:574] : INFO : Epoch 1895 | loss: 0.0311827 | val_loss: 0.0311871 | Time: 9269.21 ms [2021-11-25 06:31:46 main:574] : INFO : Epoch 1896 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 9203.82 ms [2021-11-25 06:31:55 main:574] : INFO : Epoch 1897 | loss: 0.0311798 | val_loss: 0.0311862 | Time: 9161.23 ms [2021-11-25 06:32:04 main:574] : INFO : Epoch 1898 | loss: 0.0311795 | val_loss: 0.0311882 | Time: 9156.08 ms [2021-11-25 06:32:13 main:574] : INFO : Epoch 1899 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 9172.09 ms [2021-11-25 06:32:23 main:574] : INFO : Epoch 1900 | loss: 0.0311764 | val_loss: 0.0311863 | Time: 9279.12 ms [2021-11-25 06:32:32 main:574] : INFO : Epoch 1901 | loss: 0.0311765 | val_loss: 0.0311869 | Time: 9150.99 ms [2021-11-25 06:32:41 main:574] : INFO : Epoch 1902 | loss: 0.031177 | val_loss: 0.0311921 | Time: 9114.89 ms [2021-11-25 06:32:50 main:574] : INFO : Epoch 1903 | loss: 0.0311791 | val_loss: 0.0311876 | Time: 9240.39 ms [2021-11-25 06:32:59 main:574] : INFO : Epoch 1904 | loss: 0.0311752 | val_loss: 0.0311878 | Time: 9154.84 ms [2021-11-25 06:33:09 main:574] : INFO : Epoch 1905 | loss: 0.0311745 | val_loss: 0.0311873 | Time: 9318.92 ms [2021-11-25 06:33:18 main:574] : INFO : Epoch 1906 | loss: 0.0311745 | val_loss: 0.0311889 | Time: 9225.46 ms [2021-11-25 06:33:27 main:574] : INFO : Epoch 1907 | loss: 0.0311786 | val_loss: 0.0311938 | Time: 9141.48 ms [2021-11-25 06:33:36 main:574] : INFO : Epoch 1908 | loss: 0.0311778 | val_loss: 0.0311902 | Time: 9159.19 ms [2021-11-25 06:33:45 main:574] : INFO : Epoch 1909 | loss: 0.0311756 | val_loss: 0.0311935 | Time: 9133.41 ms [2021-11-25 06:33:54 main:574] : INFO : Epoch 1910 | loss: 0.0311751 | val_loss: 0.0311876 | Time: 9142.08 ms [2021-11-25 06:34:04 main:574] : INFO : Epoch 1911 | loss: 0.0311747 | val_loss: 0.0311903 | Time: 9148.82 ms [2021-11-25 06:34:13 main:574] : INFO : Epoch 1912 | loss: 0.0311743 | val_loss: 0.031194 | Time: 9164.5 ms [2021-11-25 06:34:22 main:574] : INFO : Epoch 1913 | loss: 0.0311772 | val_loss: 0.0311955 | Time: 9208.6 ms [2021-11-25 06:34:31 main:574] : INFO : Epoch 1914 | loss: 0.0311766 | val_loss: 0.031187 | Time: 9237.76 ms [2021-11-25 06:34:40 main:574] : INFO : Epoch 1915 | loss: 0.0311719 | val_loss: 0.0311862 | Time: 9140.6 ms [2021-11-25 06:34:50 main:574] : INFO : Epoch 1916 | loss: 0.0311779 | val_loss: 0.0311892 | Time: 9216.34 ms [2021-11-25 06:34:59 main:574] : INFO : Epoch 1917 | loss: 0.0311772 | val_loss: 0.0311883 | Time: 9098.45 ms [2021-11-25 06:35:08 main:574] : INFO : Epoch 1918 | loss: 0.0311719 | val_loss: 0.0311866 | Time: 9121.82 ms [2021-11-25 06:35:17 main:574] : INFO : Epoch 1919 | loss: 0.031172 | val_loss: 0.0311873 | Time: 9146.5 ms [2021-11-25 06:35:26 main:574] : INFO : Epoch 1920 | loss: 0.03117 | val_loss: 0.0311884 | Time: 9147.92 ms [2021-11-25 06:35:35 main:574] : INFO : Epoch 1921 | loss: 0.0311753 | val_loss: 0.0311887 | Time: 9088.91 ms [2021-11-25 06:35:45 main:574] : INFO : Epoch 1922 | loss: 0.0311772 | val_loss: 0.0311892 | Time: 9153.86 ms [2021-11-25 06:35:54 main:574] : INFO : Epoch 1923 | loss: 0.0311748 | val_loss: 0.0311899 | Time: 9105.45 ms [2021-11-25 06:36:03 main:574] : INFO : Epoch 1924 | loss: 0.0311744 | val_loss: 0.0311862 | Time: 9078 ms [2021-11-25 06:36:12 main:574] : INFO : Epoch 1925 | loss: 0.031177 | val_loss: 0.0311898 | Time: 9158.7 ms [2021-11-25 06:36:21 main:574] : INFO : Epoch 1926 | loss: 0.031176 | val_loss: 0.031189 | Time: 9139.53 ms [2021-11-25 06:36:30 main:574] : INFO : Epoch 1927 | loss: 0.031175 | val_loss: 0.0311881 | Time: 9165.04 ms [2021-11-25 06:36:39 main:574] : INFO : Epoch 1928 | loss: 0.0311751 | val_loss: 0.0311923 | Time: 9103.09 ms [2021-11-25 06:36:48 main:574] : INFO : Epoch 1929 | loss: 0.031175 | val_loss: 0.0311867 | Time: 9109.17 ms [2021-11-25 06:36:58 main:574] : INFO : Epoch 1930 | loss: 0.0311768 | val_loss: 0.0311909 | Time: 9121.83 ms [2021-11-25 06:37:07 main:574] : INFO : Epoch 1931 | loss: 0.0311816 | val_loss: 0.0311892 | Time: 9103.76 ms [2021-11-25 06:37:16 main:574] : INFO : Epoch 1932 | loss: 0.0311781 | val_loss: 0.0311905 | Time: 9121.27 ms [2021-11-25 06:37:25 main:574] : INFO : Epoch 1933 | loss: 0.0311792 | val_loss: 0.0311928 | Time: 9201.48 ms [2021-11-25 06:37:34 main:574] : INFO : Epoch 1934 | loss: 0.0311766 | val_loss: 0.0311853 | Time: 9186.21 ms [2021-11-25 06:37:43 main:574] : INFO : Epoch 1935 | loss: 0.031174 | val_loss: 0.0311846 | Time: 9156.04 ms [2021-11-25 06:37:53 main:574] : INFO : Epoch 1936 | loss: 0.0311717 | val_loss: 0.0311855 | Time: 9150.46 ms [2021-11-25 06:38:02 main:574] : INFO : Epoch 1937 | loss: 0.0311725 | val_loss: 0.0311893 | Time: 9178.08 ms [2021-11-25 06:38:11 main:574] : INFO : Epoch 1938 | loss: 0.0311734 | val_loss: 0.0311853 | Time: 9169.4 ms [2021-11-25 06:38:20 main:574] : INFO : Epoch 1939 | loss: 0.0311713 | val_loss: 0.0311873 | Time: 9130.68 ms [2021-11-25 06:38:29 main:574] : INFO : Epoch 1940 | loss: 0.0311736 | val_loss: 0.0311979 | Time: 9148.41 ms [2021-11-25 06:38:38 main:574] : INFO : Epoch 1941 | loss: 0.0311724 | val_loss: 0.0311886 | Time: 9131.99 ms [2021-11-25 06:38:48 main:574] : INFO : Epoch 1942 | loss: 0.0311735 | val_loss: 0.0311896 | Time: 9079.34 ms [2021-11-25 06:38:57 main:574] : INFO : Epoch 1943 | loss: 0.0311705 | val_loss: 0.0311852 | Time: 9120.47 ms [2021-11-25 06:39:06 main:574] : INFO : Epoch 1944 | loss: 0.031169 | val_loss: 0.0311865 | Time: 9080.09 ms [2021-11-25 06:39:15 main:574] : INFO : Epoch 1945 | loss: 0.0311733 | val_loss: 0.0311884 | Time: 9089.07 ms [2021-11-25 06:39:24 main:574] : INFO : Epoch 1946 | loss: 0.0311723 | val_loss: 0.0311901 | Time: 9153.84 ms [2021-11-25 06:39:33 main:574] : INFO : Epoch 1947 | loss: 0.0311723 | val_loss: 0.0311893 | Time: 9342.01 ms [2021-11-25 06:39:43 main:574] : INFO : Epoch 1948 | loss: 0.0311684 | val_loss: 0.0311897 | Time: 9248.38 ms [2021-11-25 06:39:52 main:574] : INFO : Epoch 1949 | loss: 0.0311711 | val_loss: 0.0311898 | Time: 9332.99 ms [2021-11-25 06:40:01 main:574] : INFO : Epoch 1950 | loss: 0.0311713 | val_loss: 0.0311942 | Time: 9257.05 ms [2021-11-25 06:40:11 main:574] : INFO : Epoch 1951 | loss: 0.0311712 | val_loss: 0.0311934 | Time: 9237.03 ms [2021-11-25 06:40:20 main:574] : INFO : Epoch 1952 | loss: 0.0311716 | val_loss: 0.0311883 | Time: 9161.67 ms [2021-11-25 06:40:29 main:574] : INFO : Epoch 1953 | loss: 0.0311692 | val_loss: 0.0311895 | Time: 9208.5 ms [2021-11-25 06:40:38 main:574] : INFO : Epoch 1954 | loss: 0.0311721 | val_loss: 0.0311885 | Time: 9204.58 ms [2021-11-25 06:40:47 main:574] : INFO : Epoch 1955 | loss: 0.0311712 | val_loss: 0.0311862 | Time: 9185.6 ms [2021-11-25 06:40:57 main:574] : INFO : Epoch 1956 | loss: 0.0311692 | val_loss: 0.031188 | Time: 9195.91 ms [2021-11-25 06:41:06 main:574] : INFO : Epoch 1957 | loss: 0.0311693 | val_loss: 0.0311876 | Time: 9277.93 ms [2021-11-25 06:41:15 main:574] : INFO : Epoch 1958 | loss: 0.0311684 | val_loss: 0.0311888 | Time: 9191.98 ms [2021-11-25 06:41:24 main:574] : INFO : Epoch 1959 | loss: 0.0311692 | val_loss: 0.0311862 | Time: 9193.3 ms [2021-11-25 06:41:33 main:574] : INFO : Epoch 1960 | loss: 0.0311691 | val_loss: 0.0311924 | Time: 9228.26 ms [2021-11-25 06:41:43 main:574] : INFO : Epoch 1961 | loss: 0.0311751 | val_loss: 0.0311962 | Time: 9200 ms [2021-11-25 06:41:52 main:574] : INFO : Epoch 1962 | loss: 0.0311796 | val_loss: 0.0312094 | Time: 9289.86 ms [2021-11-25 06:42:01 main:574] : INFO : Epoch 1963 | loss: 0.0311731 | val_loss: 0.0311899 | Time: 9157.31 ms [2021-11-25 06:42:10 main:574] : INFO : Epoch 1964 | loss: 0.0311648 | val_loss: 0.0311891 | Time: 9224.7 ms [2021-11-25 06:42:20 main:574] : INFO : Epoch 1965 | loss: 0.0311642 | val_loss: 0.0311876 | Time: 9325.15 ms [2021-11-25 06:42:29 main:574] : INFO : Epoch 1966 | loss: 0.0311648 | val_loss: 0.0311887 | Time: 9198.89 ms [2021-11-25 06:42:38 main:574] : INFO : Epoch 1967 | loss: 0.0311651 | val_loss: 0.0311915 | Time: 9121.32 ms [2021-11-25 06:42:47 main:574] : INFO : Epoch 1968 | loss: 0.0311669 | val_loss: 0.0311907 | Time: 9186.09 ms [2021-11-25 06:42:57 main:574] : INFO : Epoch 1969 | loss: 0.0311661 | val_loss: 0.0311901 | Time: 9213.77 ms [2021-11-25 06:43:06 main:574] : INFO : Epoch 1970 | loss: 0.0311695 | val_loss: 0.0311923 | Time: 9128.74 ms [2021-11-25 06:43:15 main:574] : INFO : Epoch 1971 | loss: 0.0311671 | val_loss: 0.0311944 | Time: 9190.42 ms [2021-11-25 06:43:24 main:574] : INFO : Epoch 1972 | loss: 0.0311652 | val_loss: 0.0311908 | Time: 9156.56 ms [2021-11-25 06:43:33 main:574] : INFO : Epoch 1973 | loss: 0.0311649 | val_loss: 0.0311894 | Time: 9158.29 ms [2021-11-25 06:43:42 main:574] : INFO : Epoch 1974 | loss: 0.0311645 | val_loss: 0.0311938 | Time: 9160.79 ms [2021-11-25 06:43:52 main:574] : INFO : Epoch 1975 | loss: 0.0311626 | val_loss: 0.0311898 | Time: 9151.98 ms [2021-11-25 06:44:01 main:574] : INFO : Epoch 1976 | loss: 0.0311631 | val_loss: 0.0311924 | Time: 9191.72 ms [2021-11-25 06:44:10 main:574] : INFO : Epoch 1977 | loss: 0.0311628 | val_loss: 0.0311895 | Time: 9150.63 ms [2021-11-25 06:44:19 main:574] : INFO : Epoch 1978 | loss: 0.0311642 | val_loss: 0.0311916 | Time: 9186.25 ms [2021-11-25 06:44:28 main:574] : INFO : Epoch 1979 | loss: 0.031163 | val_loss: 0.0311902 | Time: 9157.93 ms [2021-11-25 06:44:37 main:574] : INFO : Epoch 1980 | loss: 0.0311637 | val_loss: 0.0311935 | Time: 9150.88 ms [2021-11-25 06:44:47 main:574] : INFO : Epoch 1981 | loss: 0.0311642 | val_loss: 0.0311887 | Time: 9167.33 ms [2021-11-25 06:44:56 main:574] : INFO : Epoch 1982 | loss: 0.0311639 | val_loss: 0.031192 | Time: 9296.05 ms [2021-11-25 06:45:05 main:574] : INFO : Epoch 1983 | loss: 0.0311629 | val_loss: 0.0311889 | Time: 9228.3 ms [2021-11-25 06:45:14 main:574] : INFO : Epoch 1984 | loss: 0.0311624 | val_loss: 0.0311932 | Time: 9186.02 ms [2021-11-25 06:45:24 main:574] : INFO : Epoch 1985 | loss: 0.0311625 | val_loss: 0.0311898 | Time: 9218.06 ms [2021-11-25 06:45:33 main:574] : INFO : Epoch 1986 | loss: 0.0311661 | val_loss: 0.0311898 | Time: 9238.42 ms [2021-11-25 06:45:42 main:574] : INFO : Epoch 1987 | loss: 0.0311625 | val_loss: 0.0311952 | Time: 9210.58 ms [2021-11-25 06:45:51 main:574] : INFO : Epoch 1988 | loss: 0.0311621 | val_loss: 0.0311947 | Time: 9162.87 ms [2021-11-25 06:46:00 main:574] : INFO : Epoch 1989 | loss: 0.031161 | val_loss: 0.0311945 | Time: 9186.5 ms [2021-11-25 06:46:10 main:574] : INFO : Epoch 1990 | loss: 0.0311628 | val_loss: 0.0311877 | Time: 9170.31 ms [2021-11-25 06:46:19 main:574] : INFO : Epoch 1991 | loss: 0.0311612 | val_loss: 0.0311938 | Time: 9236.62 ms [2021-11-25 06:46:28 main:574] : INFO : Epoch 1992 | loss: 0.0311649 | val_loss: 0.0311905 | Time: 9227.57 ms [2021-11-25 06:46:37 main:574] : INFO : Epoch 1993 | loss: 0.0311629 | val_loss: 0.0311943 | Time: 9167.98 ms [2021-11-25 06:46:46 main:574] : INFO : Epoch 1994 | loss: 0.0311641 | val_loss: 0.0312026 | Time: 9122.35 ms [2021-11-25 06:46:56 main:574] : INFO : Epoch 1995 | loss: 0.0311613 | val_loss: 0.0311905 | Time: 9194.4 ms [2021-11-25 06:47:05 main:574] : INFO : Epoch 1996 | loss: 0.0311609 | val_loss: 0.0312011 | Time: 9162.86 ms [2021-11-25 06:47:14 main:574] : INFO : Epoch 1997 | loss: 0.0311615 | val_loss: 0.031192 | Time: 9229.34 ms [2021-11-25 06:47:23 main:574] : INFO : Epoch 1998 | loss: 0.0311589 | val_loss: 0.0311936 | Time: 9160.19 ms [2021-11-25 06:47:32 main:574] : INFO : Epoch 1999 | loss: 0.0311584 | val_loss: 0.0311897 | Time: 9171.34 ms [2021-11-25 06:47:42 main:574] : INFO : Epoch 2000 | loss: 0.0311627 | val_loss: 0.0311977 | Time: 9227.85 ms [2021-11-25 06:47:51 main:574] : INFO : Epoch 2001 | loss: 0.0311644 | val_loss: 0.0311932 | Time: 9218.14 ms [2021-11-25 06:48:00 main:574] : INFO : Epoch 2002 | loss: 0.031166 | val_loss: 0.0311901 | Time: 9151.48 ms [2021-11-25 06:48:09 main:574] : INFO : Epoch 2003 | loss: 0.0311623 | val_loss: 0.0311959 | Time: 9175.62 ms [2021-11-25 06:48:18 main:574] : INFO : Epoch 2004 | loss: 0.0311625 | val_loss: 0.0311957 | Time: 9122.35 ms [2021-11-25 06:48:28 main:574] : INFO : Epoch 2005 | loss: 0.031161 | val_loss: 0.0311911 | Time: 9196.83 ms [2021-11-25 06:48:37 main:574] : INFO : Epoch 2006 | loss: 0.0311644 | val_loss: 0.0311926 | Time: 9152.02 ms [2021-11-25 06:48:46 main:574] : INFO : Epoch 2007 | loss: 0.0311644 | val_loss: 0.0311924 | Time: 9175.35 ms [2021-11-25 06:48:55 main:574] : INFO : Epoch 2008 | loss: 0.0311655 | val_loss: 0.0311973 | Time: 9130.28 ms [2021-11-25 06:49:04 main:574] : INFO : Epoch 2009 | loss: 0.03116 | val_loss: 0.0311937 | Time: 9165.47 ms [2021-11-25 06:49:14 main:574] : INFO : Epoch 2010 | loss: 0.0311595 | val_loss: 0.031193 | Time: 9199.41 ms [2021-11-25 06:49:23 main:574] : INFO : Epoch 2011 | loss: 0.0311602 | val_loss: 0.0311927 | Time: 9193.69 ms [2021-11-25 06:49:32 main:574] : INFO : Epoch 2012 | loss: 0.0311662 | val_loss: 0.031191 | Time: 9202.53 ms [2021-11-25 06:49:41 main:574] : INFO : Epoch 2013 | loss: 0.0311677 | val_loss: 0.0311859 | Time: 9256.63 ms [2021-11-25 06:49:50 main:574] : INFO : Epoch 2014 | loss: 0.0311664 | val_loss: 0.0311873 | Time: 9147.79 ms [2021-11-25 06:50:00 main:574] : INFO : Epoch 2015 | loss: 0.0311661 | val_loss: 0.031189 | Time: 9178.79 ms [2021-11-25 06:50:09 main:574] : INFO : Epoch 2016 | loss: 0.031166 | val_loss: 0.0311904 | Time: 9224.97 ms [2021-11-25 06:50:18 main:574] : INFO : Epoch 2017 | loss: 0.0311638 | val_loss: 0.0311889 | Time: 9210.43 ms [2021-11-25 06:50:27 main:574] : INFO : Epoch 2018 | loss: 0.0311667 | val_loss: 0.0311904 | Time: 9182.23 ms [2021-11-25 06:50:36 main:574] : INFO : Epoch 2019 | loss: 0.0311646 | val_loss: 0.0311897 | Time: 9176.25 ms [2021-11-25 06:50:46 main:574] : INFO : Epoch 2020 | loss: 0.0311621 | val_loss: 0.0311901 | Time: 9200.18 ms [2021-11-25 06:50:55 main:574] : INFO : Epoch 2021 | loss: 0.031161 | val_loss: 0.0311912 | Time: 9224.31 ms [2021-11-25 06:51:04 main:574] : INFO : Epoch 2022 | loss: 0.0311619 | val_loss: 0.0311949 | Time: 9146.82 ms [2021-11-25 06:51:13 main:574] : INFO : Epoch 2023 | loss: 0.0311606 | val_loss: 0.0311973 | Time: 9213.59 ms [2021-11-25 06:51:23 main:574] : INFO : Epoch 2024 | loss: 0.0311614 | val_loss: 0.0311961 | Time: 9228.95 ms [2021-11-25 06:51:32 main:574] : INFO : Epoch 2025 | loss: 0.0311608 | val_loss: 0.0311954 | Time: 9171.06 ms [2021-11-25 06:51:41 main:574] : INFO : Epoch 2026 | loss: 0.0311591 | val_loss: 0.0311995 | Time: 9116.04 ms [2021-11-25 06:51:50 main:574] : INFO : Epoch 2027 | loss: 0.0311595 | val_loss: 0.0311938 | Time: 9244.1 ms [2021-11-25 06:51:59 main:574] : INFO : Epoch 2028 | loss: 0.0311609 | val_loss: 0.0311932 | Time: 9252.51 ms [2021-11-25 06:52:09 main:574] : INFO : Epoch 2029 | loss: 0.0311579 | val_loss: 0.0311966 | Time: 9223.59 ms [2021-11-25 06:52:18 main:574] : INFO : Epoch 2030 | loss: 0.0311589 | val_loss: 0.0311927 | Time: 9225.01 ms [2021-11-25 06:52:27 main:574] : INFO : Epoch 2031 | loss: 0.0311586 | val_loss: 0.0311984 | Time: 9181.1 ms [2021-11-25 06:52:36 main:574] : INFO : Epoch 2032 | loss: 0.0311583 | val_loss: 0.0311914 | Time: 9207.58 ms [2021-11-25 06:52:46 main:574] : INFO : Epoch 2033 | loss: 0.0311611 | val_loss: 0.0311944 | Time: 9225.84 ms [2021-11-25 06:52:55 main:574] : INFO : Epoch 2034 | loss: 0.0311636 | val_loss: 0.0311968 | Time: 9224.71 ms [2021-11-25 06:53:04 main:574] : INFO : Epoch 2035 | loss: 0.0311675 | val_loss: 0.0311964 | Time: 9143.29 ms [2021-11-25 06:53:13 main:574] : INFO : Epoch 2036 | loss: 0.0311609 | val_loss: 0.0311973 | Time: 9138.39 ms [2021-11-25 06:53:22 main:574] : INFO : Epoch 2037 | loss: 0.0311598 | val_loss: 0.031195 | Time: 9155.05 ms [2021-11-25 06:53:32 main:574] : INFO : Epoch 2038 | loss: 0.0311615 | val_loss: 0.0311951 | Time: 9169.32 ms [2021-11-25 06:53:41 main:574] : INFO : Epoch 2039 | loss: 0.031163 | val_loss: 0.0311921 | Time: 9120.03 ms [2021-11-25 06:53:50 main:574] : INFO : Epoch 2040 | loss: 0.031165 | val_loss: 0.0311951 | Time: 9109.04 ms [2021-11-25 06:53:59 main:574] : INFO : Epoch 2041 | loss: 0.0311656 | val_loss: 0.0311969 | Time: 9133.43 ms [2021-11-25 06:54:08 main:574] : INFO : Epoch 2042 | loss: 0.0311595 | val_loss: 0.0311922 | Time: 9165.8 ms [2021-11-25 06:54:17 main:574] : INFO : Epoch 2043 | loss: 0.031159 | val_loss: 0.0311907 | Time: 9138.68 ms [2021-11-25 06:54:27 main:574] : INFO : Epoch 2044 | loss: 0.0311619 | val_loss: 0.0312033 | Time: 9249.16 ms [2021-11-25 06:54:36 main:574] : INFO : Epoch 2045 | loss: 0.0311574 | val_loss: 0.0311934 | Time: 9209.88 ms [2021-11-25 06:54:45 main:574] : INFO : Epoch 2046 | loss: 0.0311572 | val_loss: 0.0311995 | Time: 9121.66 ms [2021-11-25 06:54:54 main:574] : INFO : Epoch 2047 | loss: 0.0311571 | val_loss: 0.0311953 | Time: 9090.85 ms [2021-11-25 06:55:03 main:574] : INFO : Epoch 2048 | loss: 0.0311634 | val_loss: 0.0311931 | Time: 9124.42 ms [2021-11-25 06:55:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311931 [2021-11-25 06:55:03 main:603] : INFO : Saving end state to config to file [2021-11-25 06:55:03 main:608] : INFO : Success, exiting.. 06:55:03 (10204): 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)