Task 13797463
| Name | ParityModified-1647044339-9809-2-0_0 |
| Workunit | 10881139 |
| Created | 26 Mar 2022, 11:17:31 UTC |
| Sent | 1 Apr 2022, 2:46:36 UTC |
| Report deadline | 9 Apr 2022, 2:46:36 UTC |
| Received | 1 Apr 2022, 7:15:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 1 hours 59 min 4 sec |
| CPU time | 1 hours 58 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.93 GB |
| Peak swap size | 4.83 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 31 23:33:47 main:574] : INFO : Epoch 1542 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 2583.01 ms [2022-03-31 23:33:50 main:574] : INFO : Epoch 1543 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 2581.74 ms [2022-03-31 23:33:52 main:574] : INFO : Epoch 1544 | loss: 0.0311716 | val_loss: 0.031178 | Time: 2592.85 ms [2022-03-31 23:33:55 main:574] : INFO : Epoch 1545 | loss: 0.0311707 | val_loss: 0.0311937 | Time: 2581.27 ms [2022-03-31 23:33:57 main:574] : INFO : Epoch 1546 | loss: 0.0311834 | val_loss: 0.0311836 | Time: 2579.93 ms [2022-03-31 23:34:00 main:574] : INFO : Epoch 1547 | loss: 0.0311779 | val_loss: 0.0311773 | Time: 2586.12 ms [2022-03-31 23:34:03 main:574] : INFO : Epoch 1548 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 2603.9 ms [2022-03-31 23:34:05 main:574] : INFO : Epoch 1549 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 2581.67 ms [2022-03-31 23:34:08 main:574] : INFO : Epoch 1550 | loss: 0.0311752 | val_loss: 0.0311772 | Time: 2584.09 ms [2022-03-31 23:34:10 main:574] : INFO : Epoch 1551 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 2583.22 ms [2022-03-31 23:34:13 main:574] : INFO : Epoch 1552 | loss: 0.0311725 | val_loss: 0.031178 | Time: 2604.97 ms [2022-03-31 23:34:16 main:574] : INFO : Epoch 1553 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 2620.69 ms [2022-03-31 23:34:18 main:574] : INFO : Epoch 1554 | loss: 0.0311801 | val_loss: 0.0311873 | Time: 2588.38 ms [2022-03-31 23:34:21 main:574] : INFO : Epoch 1555 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 2585 ms [2022-03-31 23:34:23 main:574] : INFO : Epoch 1556 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 2606.4 ms [2022-03-31 23:34:26 main:574] : INFO : Epoch 1557 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 2588.17 ms [2022-03-31 23:34:29 main:574] : INFO : Epoch 1558 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 2590.97 ms [2022-03-31 23:34:31 main:574] : INFO : Epoch 1559 | loss: 0.0311875 | val_loss: 0.0311855 | Time: 2587.16 ms [2022-03-31 23:34:34 main:574] : INFO : Epoch 1560 | loss: 0.0311932 | val_loss: 0.0311995 | Time: 2603.74 ms [2022-03-31 23:34:36 main:574] : INFO : Epoch 1561 | loss: 0.0311986 | val_loss: 0.031196 | Time: 2575.15 ms [2022-03-31 23:34:39 main:574] : INFO : Epoch 1562 | loss: 0.0311944 | val_loss: 0.0311982 | Time: 2586.56 ms [2022-03-31 23:34:42 main:574] : INFO : Epoch 1563 | loss: 0.0311947 | val_loss: 0.0311939 | Time: 2585.75 ms [2022-03-31 23:34:44 main:574] : INFO : Epoch 1564 | loss: 0.0311958 | val_loss: 0.0311959 | Time: 2599.51 ms [2022-03-31 23:34:47 main:574] : INFO : Epoch 1565 | loss: 0.0311943 | val_loss: 0.0311966 | Time: 2591.56 ms [2022-03-31 23:34:49 main:574] : INFO : Epoch 1566 | loss: 0.0311916 | val_loss: 0.0311957 | Time: 2611.41 ms [2022-03-31 23:34:52 main:574] : INFO : Epoch 1567 | loss: 0.0311928 | val_loss: 0.0312021 | Time: 2587.45 ms [2022-03-31 23:34:55 main:574] : INFO : Epoch 1568 | loss: 0.0311952 | val_loss: 0.0312029 | Time: 2597.08 ms [2022-03-31 23:34:57 main:574] : INFO : Epoch 1569 | loss: 0.0311916 | val_loss: 0.031194 | Time: 2585.79 ms [2022-03-31 23:35:00 main:574] : INFO : Epoch 1570 | loss: 0.0311961 | val_loss: 0.0312031 | Time: 2585.63 ms [2022-03-31 23:35:02 main:574] : INFO : Epoch 1571 | loss: 0.0311917 | val_loss: 0.0311981 | Time: 2583.73 ms [2022-03-31 23:35:05 main:574] : INFO : Epoch 1572 | loss: 0.0311883 | val_loss: 0.0312059 | Time: 2604.54 ms [2022-03-31 23:35:08 main:574] : INFO : Epoch 1573 | loss: 0.0311935 | val_loss: 0.0312014 | Time: 2585.73 ms [2022-03-31 23:35:10 main:574] : INFO : Epoch 1574 | loss: 0.0311889 | val_loss: 0.0311941 | Time: 2590.59 ms [2022-03-31 23:35:13 main:574] : INFO : Epoch 1575 | loss: 0.0311897 | val_loss: 0.0311951 | Time: 2590.3 ms [2022-03-31 23:35:15 main:574] : INFO : Epoch 1576 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 2600.83 ms [2022-03-31 23:35:18 main:574] : INFO : Epoch 1577 | loss: 0.0311915 | val_loss: 0.0311949 | Time: 2592.89 ms [2022-03-31 23:35:21 main:574] : INFO : Epoch 1578 | loss: 0.0311877 | val_loss: 0.0311957 | Time: 2583.72 ms [2022-03-31 23:35:23 main:574] : INFO : Epoch 1579 | loss: 0.0311927 | val_loss: 0.0311973 | Time: 2591.04 ms [2022-03-31 23:35:26 main:574] : INFO : Epoch 1580 | loss: 0.031194 | val_loss: 0.0312045 | Time: 2624.49 ms [2022-03-31 23:35:28 main:574] : INFO : Epoch 1581 | loss: 0.0311976 | val_loss: 0.0312024 | Time: 2574.81 ms [2022-03-31 23:35:31 main:574] : INFO : Epoch 1582 | loss: 0.031192 | val_loss: 0.0311934 | Time: 2603.1 ms [2022-03-31 23:35:34 main:574] : INFO : Epoch 1583 | loss: 0.031189 | val_loss: 0.031199 | Time: 2585.43 ms [2022-03-31 23:35:36 main:574] : INFO : Epoch 1584 | loss: 0.0311893 | val_loss: 0.0312013 | Time: 2592.13 ms [2022-03-31 23:35:39 main:574] : INFO : Epoch 1585 | loss: 0.031191 | val_loss: 0.0311917 | Time: 2588.26 ms [2022-03-31 23:35:41 main:574] : INFO : Epoch 1586 | loss: 0.0311969 | val_loss: 0.0312041 | Time: 2589.13 ms [2022-03-31 23:35:44 main:574] : INFO : Epoch 1587 | loss: 0.0312022 | val_loss: 0.0312035 | Time: 2589.41 ms [2022-03-31 23:35:47 main:574] : INFO : Epoch 1588 | loss: 0.0312004 | val_loss: 0.0312031 | Time: 2614.17 ms [2022-03-31 23:35:49 main:574] : INFO : Epoch 1589 | loss: 0.0311988 | val_loss: 0.0312078 | Time: 2598.96 ms [2022-03-31 23:35:52 main:574] : INFO : Epoch 1590 | loss: 0.031201 | val_loss: 0.0312036 | Time: 2587.15 ms [2022-03-31 23:35:54 main:574] : INFO : Epoch 1591 | loss: 0.0312022 | val_loss: 0.031204 | Time: 2588.77 ms [2022-03-31 23:35:57 main:574] : INFO : Epoch 1592 | loss: 0.0312032 | val_loss: 0.0312034 | Time: 2596.11 ms [2022-03-31 23:35:59 main:574] : INFO : Epoch 1593 | loss: 0.0312003 | val_loss: 0.0312038 | Time: 2586.06 ms [2022-03-31 23:36:02 main:574] : INFO : Epoch 1594 | loss: 0.0311987 | val_loss: 0.0312035 | Time: 2581.49 ms [2022-03-31 23:36:05 main:574] : INFO : Epoch 1595 | loss: 0.0311964 | val_loss: 0.0312001 | Time: 2579.4 ms [2022-03-31 23:36:07 main:574] : INFO : Epoch 1596 | loss: 0.0311962 | val_loss: 0.0312014 | Time: 2594.58 ms [2022-03-31 23:36:10 main:574] : INFO : Epoch 1597 | loss: 0.0311971 | val_loss: 0.0312014 | Time: 2576.63 ms [2022-03-31 23:36:12 main:574] : INFO : Epoch 1598 | loss: 0.0311942 | val_loss: 0.0312015 | Time: 2587.31 ms [2022-03-31 23:36:15 main:574] : INFO : Epoch 1599 | loss: 0.0311933 | val_loss: 0.0312014 | Time: 2580.31 ms [2022-03-31 23:36:18 main:574] : INFO : Epoch 1600 | loss: 0.0311963 | val_loss: 0.0312005 | Time: 2594.62 ms [2022-03-31 23:36:20 main:574] : INFO : Epoch 1601 | loss: 0.0312012 | val_loss: 0.0312057 | Time: 2608.1 ms [2022-03-31 23:36:23 main:574] : INFO : Epoch 1602 | loss: 0.031202 | val_loss: 0.0312138 | Time: 2577.01 ms [2022-03-31 23:36:25 main:574] : INFO : Epoch 1603 | loss: 0.0312036 | val_loss: 0.031207 | Time: 2570.06 ms [2022-03-31 23:36:28 main:574] : INFO : Epoch 1604 | loss: 0.0311978 | val_loss: 0.0312025 | Time: 2593.88 ms [2022-03-31 23:36:31 main:574] : INFO : Epoch 1605 | loss: 0.0311969 | val_loss: 0.0311994 | Time: 2574.68 ms [2022-03-31 23:36:33 main:574] : INFO : Epoch 1606 | loss: 0.0311968 | val_loss: 0.0312031 | Time: 2586.17 ms [2022-03-31 23:36:36 main:574] : INFO : Epoch 1607 | loss: 0.0312013 | val_loss: 0.0312023 | Time: 2588.28 ms [2022-03-31 23:36:38 main:574] : INFO : Epoch 1608 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 2594.73 ms [2022-03-31 23:36:41 main:574] : INFO : Epoch 1609 | loss: 0.0311942 | val_loss: 0.031203 | Time: 2598.16 ms [2022-03-31 23:36:43 main:574] : INFO : Epoch 1610 | loss: 0.0311989 | val_loss: 0.0312042 | Time: 2582.29 ms [2022-03-31 23:36:46 main:574] : INFO : Epoch 1611 | loss: 0.0311968 | val_loss: 0.0312002 | Time: 2581.79 ms [2022-03-31 23:36:49 main:574] : INFO : Epoch 1612 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 2599.42 ms [2022-03-31 23:36:51 main:574] : INFO : Epoch 1613 | loss: 0.0311924 | val_loss: 0.0311956 | Time: 2588.9 ms [2022-03-31 23:36:54 main:574] : INFO : Epoch 1614 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 2586.57 ms [2022-03-31 23:36:56 main:574] : INFO : Epoch 1615 | loss: 0.0311922 | val_loss: 0.0311962 | Time: 2583.9 ms [2022-03-31 23:36:59 main:574] : INFO : Epoch 1616 | loss: 0.0311932 | val_loss: 0.0311955 | Time: 2598.27 ms [2022-03-31 23:37:02 main:574] : INFO : Epoch 1617 | loss: 0.0311909 | val_loss: 0.0311974 | Time: 2585.98 ms [2022-03-31 23:37:04 main:574] : INFO : Epoch 1618 | loss: 0.0311901 | val_loss: 0.0311959 | Time: 2593.64 ms [2022-03-31 23:37:07 main:574] : INFO : Epoch 1619 | loss: 0.0311895 | val_loss: 0.0311964 | Time: 2589.55 ms [2022-03-31 23:37:09 main:574] : INFO : Epoch 1620 | loss: 0.0311911 | val_loss: 0.0311963 | Time: 2587.56 ms [2022-03-31 23:37:12 main:574] : INFO : Epoch 1621 | loss: 0.031193 | val_loss: 0.031203 | Time: 2581.08 ms [2022-03-31 23:37:15 main:574] : INFO : Epoch 1622 | loss: 0.0311941 | val_loss: 0.0311996 | Time: 2599.65 ms [2022-03-31 23:37:17 main:574] : INFO : Epoch 1623 | loss: 0.0311944 | val_loss: 0.0312044 | Time: 2582.35 ms [2022-03-31 23:37:20 main:574] : INFO : Epoch 1624 | loss: 0.0311946 | val_loss: 0.0311968 | Time: 2584.3 ms [2022-03-31 23:37:22 main:574] : INFO : Epoch 1625 | loss: 0.0311916 | val_loss: 0.0312026 | Time: 2579.98 ms [2022-03-31 23:37:25 main:574] : INFO : Epoch 1626 | loss: 0.0311968 | val_loss: 0.0312011 | Time: 2594.5 ms [2022-03-31 23:37:28 main:574] : INFO : Epoch 1627 | loss: 0.0311984 | val_loss: 0.0312147 | Time: 2585.06 ms [2022-03-31 23:37:30 main:574] : INFO : Epoch 1628 | loss: 0.0312091 | val_loss: 0.031206 | Time: 2593.87 ms [2022-03-31 23:37:33 main:574] : INFO : Epoch 1629 | loss: 0.0312093 | val_loss: 0.0312145 | Time: 2587.1 ms [2022-03-31 23:37:35 main:574] : INFO : Epoch 1630 | loss: 0.0312101 | val_loss: 0.0312248 | Time: 2588.37 ms [2022-03-31 23:37:38 main:574] : INFO : Epoch 1631 | loss: 0.0312149 | val_loss: 0.031222 | Time: 2605.15 ms [2022-03-31 23:37:41 main:574] : INFO : Epoch 1632 | loss: 0.0312107 | val_loss: 0.0312053 | Time: 2602.79 ms [2022-03-31 23:37:43 main:574] : INFO : Epoch 1633 | loss: 0.031205 | val_loss: 0.0312035 | Time: 2595.62 ms [2022-03-31 23:37:46 main:574] : INFO : Epoch 1634 | loss: 0.031206 | val_loss: 0.0312055 | Time: 2589.25 ms [2022-03-31 23:37:48 main:574] : INFO : Epoch 1635 | loss: 0.0312046 | val_loss: 0.0312046 | Time: 2587.06 ms [2022-03-31 23:37:51 main:574] : INFO : Epoch 1636 | loss: 0.0312042 | val_loss: 0.0312044 | Time: 2598.62 ms [2022-03-31 23:37:53 main:574] : INFO : Epoch 1637 | loss: 0.0312043 | val_loss: 0.0312038 | Time: 2588.11 ms [2022-03-31 23:37:56 main:574] : INFO : Epoch 1638 | loss: 0.0312016 | val_loss: 0.0312033 | Time: 2581.82 ms [2022-03-31 23:37:59 main:574] : INFO : Epoch 1639 | loss: 0.0312006 | val_loss: 0.0312025 | Time: 2587.36 ms [2022-03-31 23:38:01 main:574] : INFO : Epoch 1640 | loss: 0.0311996 | val_loss: 0.0312018 | Time: 2604.89 ms [2022-03-31 23:38:04 main:574] : INFO : Epoch 1641 | loss: 0.0312008 | val_loss: 0.0312022 | Time: 2586.93 ms [2022-03-31 23:38:06 main:574] : INFO : Epoch 1642 | loss: 0.0312005 | val_loss: 0.0312008 | Time: 2578.26 ms [2022-03-31 23:38:09 main:574] : INFO : Epoch 1643 | loss: 0.0311999 | val_loss: 0.0312017 | Time: 2583.78 ms [2022-03-31 23:38:12 main:574] : INFO : Epoch 1644 | loss: 0.0312009 | val_loss: 0.0312031 | Time: 2591.3 ms [2022-03-31 23:38:14 main:574] : INFO : Epoch 1645 | loss: 0.0311991 | val_loss: 0.0312032 | Time: 2572.08 ms [2022-03-31 23:38:17 main:574] : INFO : Epoch 1646 | loss: 0.0312012 | val_loss: 0.0312013 | Time: 2575.06 ms [2022-03-31 23:38:19 main:574] : INFO : Epoch 1647 | loss: 0.0311991 | val_loss: 0.0312015 | Time: 2569.4 ms [2022-03-31 23:38:22 main:574] : INFO : Epoch 1648 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 2594.99 ms [2022-03-31 23:38:25 main:574] : INFO : Epoch 1649 | loss: 0.0311994 | val_loss: 0.0312007 | Time: 2574.01 ms [2022-03-31 23:38:27 main:574] : INFO : Epoch 1650 | loss: 0.0311992 | val_loss: 0.0312 | Time: 2586.74 ms [2022-03-31 23:38:30 main:574] : INFO : Epoch 1651 | loss: 0.0311994 | val_loss: 0.0311993 | Time: 2611.21 ms [2022-03-31 23:38:32 main:574] : INFO : Epoch 1652 | loss: 0.0311995 | val_loss: 0.0312011 | Time: 2595.79 ms [2022-03-31 23:38:35 main:574] : INFO : Epoch 1653 | loss: 0.0311974 | val_loss: 0.0312007 | Time: 2589.45 ms [2022-03-31 23:38:37 main:574] : INFO : Epoch 1654 | loss: 0.0311974 | val_loss: 0.0311991 | Time: 2583.88 ms [2022-03-31 23:38:40 main:574] : INFO : Epoch 1655 | loss: 0.0311981 | val_loss: 0.0312009 | Time: 2586.96 ms [2022-03-31 23:38:43 main:574] : INFO : Epoch 1656 | loss: 0.0311972 | val_loss: 0.0312003 | Time: 2595.02 ms [2022-03-31 23:38:45 main:574] : INFO : Epoch 1657 | loss: 0.0311969 | val_loss: 0.0311986 | Time: 2576.42 ms [2022-03-31 23:38:48 main:574] : INFO : Epoch 1658 | loss: 0.0311969 | val_loss: 0.0312005 | Time: 2581.28 ms [2022-03-31 23:38:50 main:574] : INFO : Epoch 1659 | loss: 0.0311965 | val_loss: 0.031205 | Time: 2569.98 ms [2022-03-31 23:38:53 main:574] : INFO : Epoch 1660 | loss: 0.031198 | val_loss: 0.031198 | Time: 2592.33 ms [2022-03-31 23:38:56 main:574] : INFO : Epoch 1661 | loss: 0.0311997 | val_loss: 0.0311999 | Time: 2574.14 ms [2022-03-31 23:38:58 main:574] : INFO : Epoch 1662 | loss: 0.0311988 | val_loss: 0.0312 | Time: 2576.15 ms [2022-03-31 23:39:01 main:574] : INFO : Epoch 1663 | loss: 0.0311989 | val_loss: 0.0312016 | Time: 2579.33 ms [2022-03-31 23:39:03 main:574] : INFO : Epoch 1664 | loss: 0.0311975 | val_loss: 0.031208 | Time: 2588.02 ms [2022-03-31 23:39:06 main:574] : INFO : Epoch 1665 | loss: 0.0311979 | val_loss: 0.0311995 | Time: 2593.94 ms [2022-03-31 23:39:09 main:574] : INFO : Epoch 1666 | loss: 0.0311987 | val_loss: 0.0312023 | Time: 2568.05 ms [2022-03-31 23:39:11 main:574] : INFO : Epoch 1667 | loss: 0.0312012 | val_loss: 0.0312041 | Time: 2583.93 ms [2022-03-31 23:39:14 main:574] : INFO : Epoch 1668 | loss: 0.0311998 | val_loss: 0.0312003 | Time: 2595.33 ms [2022-03-31 23:39:16 main:574] : INFO : Epoch 1669 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 2568.37 ms [2022-03-31 23:39:19 main:574] : INFO : Epoch 1670 | loss: 0.0312039 | val_loss: 0.0312114 | Time: 2580.4 ms [2022-03-31 23:39:21 main:574] : INFO : Epoch 1671 | loss: 0.0312042 | val_loss: 0.0312009 | Time: 2573.05 ms [2022-03-31 23:39:24 main:574] : INFO : Epoch 1672 | loss: 0.0312015 | val_loss: 0.0311988 | Time: 2599.95 ms [2022-03-31 23:39:27 main:574] : INFO : Epoch 1673 | loss: 0.031196 | val_loss: 0.0311964 | Time: 2568.43 ms [2022-03-31 23:39:29 main:574] : INFO : Epoch 1674 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 2580.94 ms [2022-03-31 23:39:32 main:574] : INFO : Epoch 1675 | loss: 0.0311959 | val_loss: 0.0312067 | Time: 2585.74 ms [2022-03-31 23:39:34 main:574] : INFO : Epoch 1676 | loss: 0.0312003 | val_loss: 0.0311986 | Time: 2590.32 ms [2022-03-31 23:39:37 main:574] : INFO : Epoch 1677 | loss: 0.0312017 | val_loss: 0.0311998 | Time: 2577.15 ms [2022-03-31 23:39:40 main:574] : INFO : Epoch 1678 | loss: 0.0312005 | val_loss: 0.0311985 | Time: 2571.68 ms [2022-03-31 23:39:42 main:574] : INFO : Epoch 1679 | loss: 0.0311979 | val_loss: 0.0311966 | Time: 2579.3 ms [2022-03-31 23:39:45 main:574] : INFO : Epoch 1680 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 2616.33 ms [2022-03-31 23:39:47 main:574] : INFO : Epoch 1681 | loss: 0.0311957 | val_loss: 0.0311967 | Time: 2579.82 ms [2022-03-31 23:39:50 main:574] : INFO : Epoch 1682 | loss: 0.031198 | val_loss: 0.0312042 | Time: 2574.44 ms [2022-03-31 23:39:52 main:574] : INFO : Epoch 1683 | loss: 0.031198 | val_loss: 0.0311983 | Time: 2575.5 ms [2022-03-31 23:39:55 main:574] : INFO : Epoch 1684 | loss: 0.0311995 | val_loss: 0.0312045 | Time: 2594.06 ms [2022-03-31 23:39:58 main:574] : INFO : Epoch 1685 | loss: 0.031198 | val_loss: 0.0312021 | Time: 2579.16 ms [2022-03-31 23:40:00 main:574] : INFO : Epoch 1686 | loss: 0.0311954 | val_loss: 0.0311958 | Time: 2577.9 ms [2022-03-31 23:40:03 main:574] : INFO : Epoch 1687 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 2590.91 ms [2022-03-31 23:40:05 main:574] : INFO : Epoch 1688 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 2595.27 ms [2022-03-31 23:40:08 main:574] : INFO : Epoch 1689 | loss: 0.0311958 | val_loss: 0.0312134 | Time: 2592.04 ms [2022-03-31 23:40:11 main:574] : INFO : Epoch 1690 | loss: 0.0312007 | val_loss: 0.0311991 | Time: 2584.64 ms [2022-03-31 23:40:13 main:574] : INFO : Epoch 1691 | loss: 0.0312008 | val_loss: 0.0312179 | Time: 2586.71 ms [2022-03-31 23:40:16 main:574] : INFO : Epoch 1692 | loss: 0.031198 | val_loss: 0.0312013 | Time: 2589.58 ms [2022-03-31 23:40:18 main:574] : INFO : Epoch 1693 | loss: 0.0311952 | val_loss: 0.0312013 | Time: 2576.34 ms [2022-03-31 23:40:21 main:574] : INFO : Epoch 1694 | loss: 0.0311944 | val_loss: 0.031198 | Time: 2592.88 ms [2022-03-31 23:40:24 main:574] : INFO : Epoch 1695 | loss: 0.031197 | val_loss: 0.0311985 | Time: 2592.11 ms [2022-03-31 23:40:26 main:574] : INFO : Epoch 1696 | loss: 0.0311946 | val_loss: 0.0311966 | Time: 2611.47 ms [2022-03-31 23:40:29 main:574] : INFO : Epoch 1697 | loss: 0.0311932 | val_loss: 0.0311962 | Time: 2590.13 ms [2022-03-31 23:40:31 main:574] : INFO : Epoch 1698 | loss: 0.0311945 | val_loss: 0.0311967 | Time: 2577.88 ms [2022-03-31 23:40:34 main:574] : INFO : Epoch 1699 | loss: 0.0311949 | val_loss: 0.0311989 | Time: 2603.34 ms [2022-03-31 23:40:37 main:574] : INFO : Epoch 1700 | loss: 0.0311929 | val_loss: 0.0311949 | Time: 2592.13 ms [2022-03-31 23:40:39 main:574] : INFO : Epoch 1701 | loss: 0.0311925 | val_loss: 0.0311971 | Time: 2593.61 ms [2022-03-31 23:40:42 main:574] : INFO : Epoch 1702 | loss: 0.0311959 | val_loss: 0.0311974 | Time: 2579.69 ms [2022-03-31 23:40:44 main:574] : INFO : Epoch 1703 | loss: 0.0311948 | val_loss: 0.0311955 | Time: 2593.74 ms [2022-03-31 23:40:47 main:574] : INFO : Epoch 1704 | loss: 0.0311938 | val_loss: 0.0312011 | Time: 2595.47 ms [2022-03-31 23:40:50 main:574] : INFO : Epoch 1705 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 2619.82 ms [2022-03-31 23:40:52 main:574] : INFO : Epoch 1706 | loss: 0.0312001 | val_loss: 0.0312018 | Time: 2587.93 ms [2022-03-31 23:40:55 main:574] : INFO : Epoch 1707 | loss: 0.0311958 | val_loss: 0.0311954 | Time: 2613.59 ms [2022-03-31 23:40:57 main:574] : INFO : Epoch 1708 | loss: 0.0311929 | val_loss: 0.0311988 | Time: 2595.72 ms [2022-03-31 23:41:00 main:574] : INFO : Epoch 1709 | loss: 0.0311951 | val_loss: 0.031201 | Time: 2596.4 ms [2022-03-31 23:41:03 main:574] : INFO : Epoch 1710 | loss: 0.0311976 | val_loss: 0.0311986 | Time: 2598.1 ms [2022-03-31 23:41:05 main:574] : INFO : Epoch 1711 | loss: 0.0311947 | val_loss: 0.0312121 | Time: 2612.34 ms [2022-03-31 23:41:08 main:574] : INFO : Epoch 1712 | loss: 0.0311995 | val_loss: 0.0312 | Time: 2604.33 ms [2022-03-31 23:41:10 main:574] : INFO : Epoch 1713 | loss: 0.0311952 | val_loss: 0.0311993 | Time: 2589.94 ms [2022-03-31 23:41:13 main:574] : INFO : Epoch 1714 | loss: 0.0311946 | val_loss: 0.0311948 | Time: 2588.86 ms [2022-03-31 23:41:16 main:574] : INFO : Epoch 1715 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 2606.59 ms [2022-03-31 23:41:18 main:574] : INFO : Epoch 1716 | loss: 0.0311924 | val_loss: 0.0311994 | Time: 2590.04 ms [2022-03-31 23:41:21 main:574] : INFO : Epoch 1717 | loss: 0.0311953 | val_loss: 0.0311956 | Time: 2585.3 ms [2022-03-31 23:41:23 main:574] : INFO : Epoch 1718 | loss: 0.0311972 | val_loss: 0.0311979 | Time: 2585.53 ms [2022-03-31 23:41:26 main:574] : INFO : Epoch 1719 | loss: 0.0311982 | val_loss: 0.0312026 | Time: 2595.73 ms [2022-03-31 23:41:29 main:574] : INFO : Epoch 1720 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 2584.9 ms [2022-03-31 23:41:31 main:574] : INFO : Epoch 1721 | loss: 0.0311929 | val_loss: 0.0311958 | Time: 2577.16 ms [2022-03-31 23:41:34 main:574] : INFO : Epoch 1722 | loss: 0.0311914 | val_loss: 0.0311952 | Time: 2590.03 ms [2022-03-31 23:41:36 main:574] : INFO : Epoch 1723 | loss: 0.0311911 | val_loss: 0.0311961 | Time: 2591.06 ms [2022-03-31 23:41:39 main:574] : INFO : Epoch 1724 | loss: 0.0311907 | val_loss: 0.0311935 | Time: 2600.76 ms [2022-03-31 23:41:41 main:574] : INFO : Epoch 1725 | loss: 0.0311941 | val_loss: 0.0311957 | Time: 2605.49 ms [2022-03-31 23:41:44 main:574] : INFO : Epoch 1726 | loss: 0.0311931 | val_loss: 0.031194 | Time: 2587.97 ms [2022-03-31 23:41:47 main:574] : INFO : Epoch 1727 | loss: 0.0311925 | val_loss: 0.0311993 | Time: 2602.87 ms [2022-03-31 23:41:49 main:574] : INFO : Epoch 1728 | loss: 0.0311934 | val_loss: 0.0312062 | Time: 2621.82 ms [2022-03-31 23:41:52 main:574] : INFO : Epoch 1729 | loss: 0.0311929 | val_loss: 0.0311962 | Time: 2590.07 ms [2022-03-31 23:41:54 main:574] : INFO : Epoch 1730 | loss: 0.0311912 | val_loss: 0.031195 | Time: 2584.44 ms [2022-03-31 23:41:57 main:574] : INFO : Epoch 1731 | loss: 0.0311904 | val_loss: 0.0311943 | Time: 2602.45 ms [2022-03-31 23:42:00 main:574] : INFO : Epoch 1732 | loss: 0.0311941 | val_loss: 0.0311941 | Time: 2582.73 ms [2022-03-31 23:42:02 main:574] : INFO : Epoch 1733 | loss: 0.0311925 | val_loss: 0.0311947 | Time: 2592.43 ms [2022-03-31 23:42:05 main:574] : INFO : Epoch 1734 | loss: 0.0311917 | val_loss: 0.0311955 | Time: 2576.85 ms [2022-03-31 23:42:07 main:574] : INFO : Epoch 1735 | loss: 0.0311921 | val_loss: 0.031196 | Time: 2591.62 ms [2022-03-31 23:42:10 main:574] : INFO : Epoch 1736 | loss: 0.0311918 | val_loss: 0.0311961 | Time: 2582.4 ms [2022-03-31 23:42:13 main:574] : INFO : Epoch 1737 | loss: 0.0311981 | val_loss: 0.0311967 | Time: 2574.81 ms [2022-03-31 23:42:15 main:574] : INFO : Epoch 1738 | loss: 0.0311952 | val_loss: 0.0311952 | Time: 2578.41 ms [2022-03-31 23:42:18 main:574] : INFO : Epoch 1739 | loss: 0.0311933 | val_loss: 0.031198 | Time: 2595.84 ms [2022-03-31 23:42:20 main:574] : INFO : Epoch 1740 | loss: 0.0311932 | val_loss: 0.0312009 | Time: 2595.78 ms [2022-03-31 23:42:23 main:574] : INFO : Epoch 1741 | loss: 0.0311945 | val_loss: 0.0311995 | Time: 2584.82 ms [2022-03-31 23:42:26 main:574] : INFO : Epoch 1742 | loss: 0.0311941 | val_loss: 0.0311982 | Time: 2581.39 ms [2022-03-31 23:42:28 main:574] : INFO : Epoch 1743 | loss: 0.0311938 | val_loss: 0.0312033 | Time: 2600.39 ms [2022-03-31 23:42:31 main:574] : INFO : Epoch 1744 | loss: 0.0311931 | val_loss: 0.0311987 | Time: 2577.16 ms [2022-03-31 23:42:33 main:574] : INFO : Epoch 1745 | loss: 0.0311913 | val_loss: 0.0311993 | Time: 2581.49 ms [2022-03-31 23:42:36 main:574] : INFO : Epoch 1746 | loss: 0.0311918 | val_loss: 0.031194 | Time: 2588.08 ms [2022-03-31 23:42:39 main:574] : INFO : Epoch 1747 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 2598.42 ms [2022-03-31 23:42:41 main:574] : INFO : Epoch 1748 | loss: 0.0311931 | val_loss: 0.031197 | Time: 2588.7 ms [2022-03-31 23:42:44 main:574] : INFO : Epoch 1749 | loss: 0.0311969 | val_loss: 0.0312049 | Time: 2592.59 ms [2022-03-31 23:42:46 main:574] : INFO : Epoch 1750 | loss: 0.0311951 | val_loss: 0.0311962 | Time: 2587.62 ms [2022-03-31 23:42:49 main:574] : INFO : Epoch 1751 | loss: 0.0311903 | val_loss: 0.0311958 | Time: 2595.47 ms [2022-03-31 23:42:51 main:574] : INFO : Epoch 1752 | loss: 0.0311906 | val_loss: 0.0311953 | Time: 2580.4 ms [2022-03-31 23:42:54 main:574] : INFO : Epoch 1753 | loss: 0.0311922 | val_loss: 0.0311998 | Time: 2624.26 ms [2022-03-31 23:42:57 main:574] : INFO : Epoch 1754 | loss: 0.0311908 | val_loss: 0.031197 | Time: 2587.89 ms [2022-03-31 23:42:59 main:574] : INFO : Epoch 1755 | loss: 0.0311897 | val_loss: 0.0311952 | Time: 2595.52 ms [2022-03-31 23:43:02 main:574] : INFO : Epoch 1756 | loss: 0.0311894 | val_loss: 0.0311949 | Time: 2584.72 ms [2022-03-31 23:43:04 main:574] : INFO : Epoch 1757 | loss: 0.0311906 | val_loss: 0.0311974 | Time: 2580.59 ms [2022-03-31 23:43:07 main:574] : INFO : Epoch 1758 | loss: 0.0311898 | val_loss: 0.031198 | Time: 2582.73 ms [2022-03-31 23:43:10 main:574] : INFO : Epoch 1759 | loss: 0.0311897 | val_loss: 0.0312003 | Time: 2591.28 ms [2022-03-31 23:43:12 main:574] : INFO : Epoch 1760 | loss: 0.0311946 | val_loss: 0.031197 | Time: 2581.54 ms [2022-03-31 23:43:15 main:574] : INFO : Epoch 1761 | loss: 0.0311909 | val_loss: 0.0311952 | Time: 2584.79 ms [2022-03-31 23:43:17 main:574] : INFO : Epoch 1762 | loss: 0.0311899 | val_loss: 0.0311967 | Time: 2581.11 ms [2022-03-31 23:43:20 main:574] : INFO : Epoch 1763 | loss: 0.0311942 | val_loss: 0.031198 | Time: 2603.91 ms [2022-03-31 23:43:23 main:574] : INFO : Epoch 1764 | loss: 0.0312006 | val_loss: 0.0312043 | Time: 2583.94 ms [2022-03-31 23:43:25 main:574] : INFO : Epoch 1765 | loss: 0.0312074 | val_loss: 0.0312032 | Time: 2616.34 ms [2022-03-31 23:43:28 main:574] : INFO : Epoch 1766 | loss: 0.0312063 | val_loss: 0.0312263 | Time: 2593.59 ms [2022-03-31 23:43:30 main:574] : INFO : Epoch 1767 | loss: 0.0480081 | val_loss: 0.0480363 | Time: 2596.6 ms [2022-03-31 23:43:33 main:574] : INFO : Epoch 1768 | loss: 0.0414846 | val_loss: 0.0340123 | Time: 2584.45 ms [2022-03-31 23:43:36 main:574] : INFO : Epoch 1769 | loss: 0.0325808 | val_loss: 0.0318481 | Time: 2580.78 ms [2022-03-31 23:43:38 main:574] : INFO : Epoch 1770 | loss: 0.0315089 | val_loss: 0.0313235 | Time: 2583.34 ms [2022-03-31 23:43:41 main:574] : INFO : Epoch 1771 | loss: 0.0313131 | val_loss: 0.0312852 | Time: 2597.4 ms [2022-03-31 23:43:43 main:574] : INFO : Epoch 1772 | loss: 0.0312786 | val_loss: 0.0312731 | Time: 2579.28 ms [2022-03-31 23:43:46 main:574] : INFO : Epoch 1773 | loss: 0.0312696 | val_loss: 0.0312675 | Time: 2579.81 ms [2022-03-31 23:43:49 main:574] : INFO : Epoch 1774 | loss: 0.0312658 | val_loss: 0.0312647 | Time: 2579.6 ms [2022-03-31 23:43:51 main:574] : INFO : Epoch 1775 | loss: 0.0312631 | val_loss: 0.0312621 | Time: 2611.23 ms [2022-03-31 23:43:54 main:574] : INFO : Epoch 1776 | loss: 0.0312609 | val_loss: 0.0312606 | Time: 2587.52 ms [2022-03-31 23:43:56 main:574] : INFO : Epoch 1777 | loss: 0.0312594 | val_loss: 0.0312592 | Time: 2569.88 ms [2022-03-31 23:43:59 main:574] : INFO : Epoch 1778 | loss: 0.0312582 | val_loss: 0.0312582 | Time: 2596.19 ms [2022-03-31 23:44:01 main:574] : INFO : Epoch 1779 | loss: 0.0312575 | val_loss: 0.0312575 | Time: 2592.83 ms [2022-03-31 23:44:04 main:574] : INFO : Epoch 1780 | loss: 0.0312566 | val_loss: 0.0312567 | Time: 2580.8 ms [2022-03-31 23:44:07 main:574] : INFO : Epoch 1781 | loss: 0.0312559 | val_loss: 0.0312568 | Time: 2579.35 ms [2022-03-31 23:44:09 main:574] : INFO : Epoch 1782 | loss: 0.0312554 | val_loss: 0.0312557 | Time: 2601.85 ms [2022-03-31 23:44:12 main:574] : INFO : Epoch 1783 | loss: 0.0312547 | val_loss: 0.0312547 | Time: 2593.56 ms [2022-03-31 23:44:14 main:574] : INFO : Epoch 1784 | loss: 0.0312542 | val_loss: 0.0312543 | Time: 2580.42 ms [2022-03-31 23:44:17 main:574] : INFO : Epoch 1785 | loss: 0.0312538 | val_loss: 0.0312539 | Time: 2587.97 ms [2022-03-31 23:44:20 main:574] : INFO : Epoch 1786 | loss: 0.0312533 | val_loss: 0.0312535 | Time: 2573.05 ms [2022-03-31 23:44:22 main:574] : INFO : Epoch 1787 | loss: 0.0312529 | val_loss: 0.0312531 | Time: 2603.88 ms [2022-03-31 23:44:25 main:574] : INFO : Epoch 1788 | loss: 0.0312525 | val_loss: 0.0312529 | Time: 2584.06 ms [2022-03-31 23:44:27 main:574] : INFO : Epoch 1789 | loss: 0.0312521 | val_loss: 0.0312523 | Time: 2588.84 ms [2022-03-31 23:44:30 main:574] : INFO : Epoch 1790 | loss: 0.0312519 | val_loss: 0.031252 | Time: 2584.26 ms [2022-03-31 23:44:33 main:574] : INFO : Epoch 1791 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 2596.06 ms [2022-03-31 23:44:35 main:574] : INFO : Epoch 1792 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2596.44 ms [2022-03-31 23:44:38 main:574] : INFO : Epoch 1793 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 2591.57 ms [2022-03-31 23:44:40 main:574] : INFO : Epoch 1794 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2583.24 ms [2022-03-31 23:44:43 main:574] : INFO : Epoch 1795 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2597.03 ms [2022-03-31 23:44:46 main:574] : INFO : Epoch 1796 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2583.21 ms [2022-03-31 23:44:48 main:574] : INFO : Epoch 1797 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2601.38 ms [2022-03-31 23:44:51 main:574] : INFO : Epoch 1798 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2587.54 ms [2022-03-31 23:44:53 main:574] : INFO : Epoch 1799 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2597.65 ms [2022-03-31 23:44:56 main:574] : INFO : Epoch 1800 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 2582.61 ms [2022-03-31 23:44:58 main:574] : INFO : Epoch 1801 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2581.24 ms [2022-03-31 23:45:01 main:574] : INFO : Epoch 1802 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 2588.03 ms [2022-03-31 23:45:04 main:574] : INFO : Epoch 1803 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 2589.36 ms [2022-03-31 23:45:06 main:574] : INFO : Epoch 1804 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 2580.99 ms [2022-03-31 23:45:09 main:574] : INFO : Epoch 1805 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 2583.73 ms [2022-03-31 23:45:11 main:574] : INFO : Epoch 1806 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2573.73 ms [2022-03-31 23:45:14 main:574] : INFO : Epoch 1807 | loss: 0.0312451 | val_loss: 0.031245 | Time: 2606.84 ms [2022-03-31 23:45:17 main:574] : INFO : Epoch 1808 | loss: 0.031244 | val_loss: 0.031244 | Time: 2592.97 ms [2022-03-31 23:45:19 main:574] : INFO : Epoch 1809 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 2593.12 ms [2022-03-31 23:45:22 main:574] : INFO : Epoch 1810 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 2590.18 ms [2022-03-31 23:45:24 main:574] : INFO : Epoch 1811 | loss: 0.0312409 | val_loss: 0.0312407 | Time: 2602.66 ms [2022-03-31 23:45:27 main:574] : INFO : Epoch 1812 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 2588.94 ms [2022-03-31 23:45:30 main:574] : INFO : Epoch 1813 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 2588 ms [2022-03-31 23:45:32 main:574] : INFO : Epoch 1814 | loss: 0.0312372 | val_loss: 0.0312368 | Time: 2624.58 ms [2022-03-31 23:45:35 main:574] : INFO : Epoch 1815 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 2602.99 ms [2022-03-31 23:45:37 main:574] : INFO : Epoch 1816 | loss: 0.0312344 | val_loss: 0.0312341 | Time: 2576.52 ms [2022-03-31 23:45:40 main:574] : INFO : Epoch 1817 | loss: 0.0312323 | val_loss: 0.0312293 | Time: 2578.78 ms [2022-03-31 23:45:43 main:574] : INFO : Epoch 1818 | loss: 0.0312304 | val_loss: 0.0312285 | Time: 2575.29 ms [2022-03-31 23:45:45 main:574] : INFO : Epoch 1819 | loss: 0.0312291 | val_loss: 0.0312269 | Time: 2600.62 ms [2022-03-31 23:45:48 main:574] : INFO : Epoch 1820 | loss: 0.0312281 | val_loss: 0.0312256 | Time: 2585.36 ms [2022-03-31 23:45:50 main:574] : INFO : Epoch 1821 | loss: 0.031227 | val_loss: 0.0312257 | Time: 2578.86 ms [2022-03-31 23:45:53 main:574] : INFO : Epoch 1822 | loss: 0.0312264 | val_loss: 0.0312238 | Time: 2585.68 ms [2022-03-31 23:45:56 main:574] : INFO : Epoch 1823 | loss: 0.0312251 | val_loss: 0.0312234 | Time: 2599.35 ms [2022-03-31 23:45:58 main:574] : INFO : Epoch 1824 | loss: 0.0312244 | val_loss: 0.0312225 | Time: 2589.9 ms [2022-03-31 23:46:01 main:574] : INFO : Epoch 1825 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 2581.39 ms [2022-03-31 23:46:03 main:574] : INFO : Epoch 1826 | loss: 0.0312232 | val_loss: 0.0312213 | Time: 2596.28 ms [2022-03-31 23:46:06 main:574] : INFO : Epoch 1827 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 2591.24 ms [2022-03-31 23:46:08 main:574] : INFO : Epoch 1828 | loss: 0.0312223 | val_loss: 0.0312202 | Time: 2577.24 ms [2022-03-31 23:46:11 main:574] : INFO : Epoch 1829 | loss: 0.0312216 | val_loss: 0.0312203 | Time: 2588.63 ms [2022-03-31 23:46:14 main:574] : INFO : Epoch 1830 | loss: 0.0312215 | val_loss: 0.0312193 | Time: 2611.87 ms [2022-03-31 23:46:16 main:574] : INFO : Epoch 1831 | loss: 0.031221 | val_loss: 0.0312189 | Time: 2605.89 ms [2022-03-31 23:46:19 main:574] : INFO : Epoch 1832 | loss: 0.0312207 | val_loss: 0.0312192 | Time: 2585.14 ms [2022-03-31 23:46:21 main:574] : INFO : Epoch 1833 | loss: 0.0312205 | val_loss: 0.031218 | Time: 2578.47 ms [2022-03-31 23:46:24 main:574] : INFO : Epoch 1834 | loss: 0.0312197 | val_loss: 0.0312177 | Time: 2576.85 ms [2022-03-31 23:46:27 main:574] : INFO : Epoch 1835 | loss: 0.0312194 | val_loss: 0.0312184 | Time: 2588.26 ms [2022-03-31 23:46:29 main:574] : INFO : Epoch 1836 | loss: 0.0312191 | val_loss: 0.0312173 | Time: 2574.28 ms [2022-03-31 23:46:32 main:574] : INFO : Epoch 1837 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 2580.61 ms [2022-03-31 23:46:34 main:574] : INFO : Epoch 1838 | loss: 0.0312191 | val_loss: 0.031217 | Time: 2576.72 ms [2022-03-31 23:46:37 main:574] : INFO : Epoch 1839 | loss: 0.0312191 | val_loss: 0.031217 | Time: 2593.26 ms [2022-03-31 23:46:40 main:574] : INFO : Epoch 1840 | loss: 0.031218 | val_loss: 0.0312159 | Time: 2580.64 ms [2022-03-31 23:46:42 main:574] : INFO : Epoch 1841 | loss: 0.031218 | val_loss: 0.031216 | Time: 2574.97 ms [2022-03-31 23:46:45 main:574] : INFO : Epoch 1842 | loss: 0.0312176 | val_loss: 0.0312157 | Time: 2584.47 ms [2022-03-31 23:46:47 main:574] : INFO : Epoch 1843 | loss: 0.0312177 | val_loss: 0.0312158 | Time: 2624.45 ms [2022-03-31 23:46:50 main:574] : INFO : Epoch 1844 | loss: 0.0312178 | val_loss: 0.0312154 | Time: 2581.21 ms [2022-03-31 23:46:53 main:574] : INFO : Epoch 1845 | loss: 0.0312169 | val_loss: 0.0312162 | Time: 2579.78 ms [2022-03-31 23:46:55 main:574] : INFO : Epoch 1846 | loss: 0.0312168 | val_loss: 0.0312163 | Time: 2585.26 ms [2022-03-31 23:46:58 main:574] : INFO : Epoch 1847 | loss: 0.0312171 | val_loss: 0.0312166 | Time: 2590.46 ms [2022-03-31 23:47:00 main:574] : INFO : Epoch 1848 | loss: 0.0312168 | val_loss: 0.0312152 | Time: 2580.73 ms [2022-03-31 23:47:03 main:574] : INFO : Epoch 1849 | loss: 0.0312168 | val_loss: 0.0312148 | Time: 2584.91 ms [2022-03-31 23:47:05 main:574] : INFO : Epoch 1850 | loss: 0.0312163 | val_loss: 0.0312149 | Time: 2583.81 ms [2022-03-31 23:47:08 main:574] : INFO : Epoch 1851 | loss: 0.0312162 | val_loss: 0.031215 | Time: 2597 ms [2022-03-31 23:47:11 main:574] : INFO : Epoch 1852 | loss: 0.031216 | val_loss: 0.0312146 | Time: 2577.1 ms [2022-03-31 23:47:13 main:574] : INFO : Epoch 1853 | loss: 0.0312161 | val_loss: 0.0312147 | Time: 2589.37 ms [2022-03-31 23:47:16 main:574] : INFO : Epoch 1854 | loss: 0.031216 | val_loss: 0.031217 | Time: 2575.2 ms [2022-03-31 23:47:18 main:574] : INFO : Epoch 1855 | loss: 0.0312175 | val_loss: 0.0312159 | Time: 2589.77 ms [2022-03-31 23:47:21 main:574] : INFO : Epoch 1856 | loss: 0.0312165 | val_loss: 0.0312149 | Time: 2579.27 ms [2022-03-31 23:47:24 main:574] : INFO : Epoch 1857 | loss: 0.031217 | val_loss: 0.0312144 | Time: 2582.15 ms [2022-03-31 23:47:26 main:574] : INFO : Epoch 1858 | loss: 0.031216 | val_loss: 0.0312142 | Time: 2616.47 ms [2022-03-31 23:47:29 main:574] : INFO : Epoch 1859 | loss: 0.0312158 | val_loss: 0.031214 | Time: 2592.55 ms [2022-03-31 23:47:31 main:574] : INFO : Epoch 1860 | loss: 0.0312154 | val_loss: 0.0312143 | Time: 2567.38 ms [2022-03-31 23:47:34 main:574] : INFO : Epoch 1861 | loss: 0.031215 | val_loss: 0.0312132 | Time: 2597.05 ms [2022-03-31 23:47:37 main:574] : INFO : Epoch 1862 | loss: 0.031214 | val_loss: 0.0312129 | Time: 2575.02 ms [2022-03-31 23:47:39 main:574] : INFO : Epoch 1863 | loss: 0.0312135 | val_loss: 0.031212 | Time: 2594.68 ms [2022-03-31 23:47:42 main:574] : INFO : Epoch 1864 | loss: 0.0312131 | val_loss: 0.031212 | Time: 2580.41 ms [2022-03-31 23:47:44 main:574] : INFO : Epoch 1865 | loss: 0.0312135 | val_loss: 0.0312129 | Time: 2646.3 ms [2022-03-31 23:47:47 main:574] : INFO : Epoch 1866 | loss: 0.0312133 | val_loss: 0.0312117 | Time: 2620.36 ms [2022-03-31 23:47:50 main:574] : INFO : Epoch 1867 | loss: 0.0312127 | val_loss: 0.0312124 | Time: 2592.17 ms [2022-03-31 23:47:52 main:574] : INFO : Epoch 1868 | loss: 0.031213 | val_loss: 0.0312112 | Time: 2591.79 ms [2022-03-31 23:47:55 main:574] : INFO : Epoch 1869 | loss: 0.0312128 | val_loss: 0.0312111 | Time: 2587.38 ms [2022-03-31 23:47:57 main:574] : INFO : Epoch 1870 | loss: 0.0312134 | val_loss: 0.031212 | Time: 2583.63 ms [2022-03-31 23:48:00 main:574] : INFO : Epoch 1871 | loss: 0.0312136 | val_loss: 0.0312112 | Time: 2594.18 ms [2022-03-31 23:48:03 main:574] : INFO : Epoch 1872 | loss: 0.0312128 | val_loss: 0.0312117 | Time: 2578.93 ms [2022-03-31 23:48:05 main:574] : INFO : Epoch 1873 | loss: 0.0312125 | val_loss: 0.0312109 | Time: 2602.97 ms [2022-03-31 23:48:08 main:574] : INFO : Epoch 1874 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 2581.73 ms [2022-03-31 23:48:10 main:574] : INFO : Epoch 1875 | loss: 0.0312125 | val_loss: 0.031211 | Time: 2596.57 ms [2022-03-31 23:48:13 main:574] : INFO : Epoch 1876 | loss: 0.0312122 | val_loss: 0.031211 | Time: 2580.86 ms [2022-03-31 23:48:15 main:574] : INFO : Epoch 1877 | loss: 0.031212 | val_loss: 0.0312116 | Time: 2585.43 ms [2022-03-31 23:48:18 main:574] : INFO : Epoch 1878 | loss: 0.0312123 | val_loss: 0.0312107 | Time: 2586.51 ms [2022-03-31 23:48:21 main:574] : INFO : Epoch 1879 | loss: 0.0312124 | val_loss: 0.0312108 | Time: 2586.1 ms [2022-03-31 23:48:23 main:574] : INFO : Epoch 1880 | loss: 0.0312135 | val_loss: 0.0312107 | Time: 2585 ms [2022-03-31 23:48:26 main:574] : INFO : Epoch 1881 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 2591.46 ms [2022-03-31 23:48:28 main:574] : INFO : Epoch 1882 | loss: 0.0312136 | val_loss: 0.0312146 | Time: 2583.06 ms [2022-03-31 23:48:31 main:574] : INFO : Epoch 1883 | loss: 0.0312122 | val_loss: 0.0312107 | Time: 2592.52 ms [2022-03-31 23:48:34 main:574] : INFO : Epoch 1884 | loss: 0.0312119 | val_loss: 0.0312107 | Time: 2590.94 ms [2022-03-31 23:48:36 main:574] : INFO : Epoch 1885 | loss: 0.0312119 | val_loss: 0.0312112 | Time: 2591.18 ms [2022-03-31 23:48:39 main:574] : INFO : Epoch 1886 | loss: 0.0312121 | val_loss: 0.0312108 | Time: 2592.56 ms [2022-03-31 23:48:41 main:574] : INFO : Epoch 1887 | loss: 0.0312122 | val_loss: 0.0312109 | Time: 2597.54 ms [2022-03-31 23:48:44 main:574] : INFO : Epoch 1888 | loss: 0.0312121 | val_loss: 0.0312115 | Time: 2584.92 ms [2022-03-31 23:48:47 main:574] : INFO : Epoch 1889 | loss: 0.0312122 | val_loss: 0.0312111 | Time: 2585.44 ms [2022-03-31 23:48:49 main:574] : INFO : Epoch 1890 | loss: 0.031213 | val_loss: 0.0312135 | Time: 2630.72 ms [2022-03-31 23:48:52 main:574] : INFO : Epoch 1891 | loss: 0.0312139 | val_loss: 0.0312114 | Time: 2604.61 ms [2022-03-31 23:48:54 main:574] : INFO : Epoch 1892 | loss: 0.0312115 | val_loss: 0.0312104 | Time: 2574.56 ms [2022-03-31 23:48:57 main:574] : INFO : Epoch 1893 | loss: 0.0312124 | val_loss: 0.0312109 | Time: 2583.07 ms [2022-03-31 23:49:00 main:574] : INFO : Epoch 1894 | loss: 0.0312134 | val_loss: 0.0312127 | Time: 2585.05 ms [2022-03-31 23:49:02 main:574] : INFO : Epoch 1895 | loss: 0.0312136 | val_loss: 0.0312103 | Time: 2594.13 ms [2022-03-31 23:49:05 main:574] : INFO : Epoch 1896 | loss: 0.0312113 | val_loss: 0.0312109 | Time: 2582.71 ms [2022-03-31 23:49:07 main:574] : INFO : Epoch 1897 | loss: 0.0312113 | val_loss: 0.0312101 | Time: 2577.42 ms [2022-03-31 23:49:10 main:574] : INFO : Epoch 1898 | loss: 0.0312114 | val_loss: 0.0312106 | Time: 2587.29 ms [2022-03-31 23:49:13 main:574] : INFO : Epoch 1899 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 2603.29 ms [2022-03-31 23:49:15 main:574] : INFO : Epoch 1900 | loss: 0.0312118 | val_loss: 0.0312102 | Time: 2580.24 ms [2022-03-31 23:49:18 main:574] : INFO : Epoch 1901 | loss: 0.0312118 | val_loss: 0.0312112 | Time: 2587.81 ms [2022-03-31 23:49:20 main:574] : INFO : Epoch 1902 | loss: 0.0312118 | val_loss: 0.0312102 | Time: 2585.81 ms [2022-03-31 23:49:23 main:574] : INFO : Epoch 1903 | loss: 0.0312114 | val_loss: 0.0312114 | Time: 2600.55 ms [2022-03-31 23:49:25 main:574] : INFO : Epoch 1904 | loss: 0.0312121 | val_loss: 0.0312165 | Time: 2583.43 ms [2022-03-31 23:49:28 main:574] : INFO : Epoch 1905 | loss: 0.0312145 | val_loss: 0.0312128 | Time: 2586.32 ms [2022-03-31 23:49:31 main:574] : INFO : Epoch 1906 | loss: 0.0312121 | val_loss: 0.0312102 | Time: 2609.99 ms [2022-03-31 23:49:33 main:574] : INFO : Epoch 1907 | loss: 0.0312131 | val_loss: 0.0312137 | Time: 2605.13 ms [2022-03-31 23:49:36 main:574] : INFO : Epoch 1908 | loss: 0.0312135 | val_loss: 0.0312139 | Time: 2587.93 ms [2022-03-31 23:49:38 main:574] : INFO : Epoch 1909 | loss: 0.0312137 | val_loss: 0.0312107 | Time: 2579.96 ms [2022-03-31 23:49:41 main:574] : INFO : Epoch 1910 | loss: 0.0312114 | val_loss: 0.0312108 | Time: 2576.81 ms [2022-03-31 23:49:44 main:574] : INFO : Epoch 1911 | loss: 0.0312113 | val_loss: 0.0312101 | Time: 2596.9 ms [2022-03-31 23:49:46 main:574] : INFO : Epoch 1912 | loss: 0.0312112 | val_loss: 0.0312097 | Time: 2588.06 ms [2022-03-31 23:49:49 main:574] : INFO : Epoch 1913 | loss: 0.0312113 | val_loss: 0.0312099 | Time: 2583.95 ms [2022-03-31 23:49:51 main:574] : INFO : Epoch 1914 | loss: 0.0312111 | val_loss: 0.0312104 | Time: 2577.13 ms [2022-03-31 23:49:54 main:574] : INFO : Epoch 1915 | loss: 0.031211 | val_loss: 0.03121 | Time: 2596.15 ms [2022-03-31 23:49:57 main:574] : INFO : Epoch 1916 | loss: 0.0312112 | val_loss: 0.0312102 | Time: 2585.02 ms [2022-03-31 23:49:59 main:574] : INFO : Epoch 1917 | loss: 0.031211 | val_loss: 0.0312102 | Time: 2576.94 ms [2022-03-31 23:50:02 main:574] : INFO : Epoch 1918 | loss: 0.031211 | val_loss: 0.031212 | Time: 2575.55 ms [2022-03-31 23:50:04 main:574] : INFO : Epoch 1919 | loss: 0.0312115 | val_loss: 0.03121 | Time: 2587.11 ms [2022-03-31 23:50:07 main:574] : INFO : Epoch 1920 | loss: 0.0312118 | val_loss: 0.0312102 | Time: 2608.77 ms [2022-03-31 23:50:10 main:574] : INFO : Epoch 1921 | loss: 0.0312108 | val_loss: 0.0312099 | Time: 2573.85 ms [2022-03-31 23:50:12 main:574] : INFO : Epoch 1922 | loss: 0.0312108 | val_loss: 0.0312097 | Time: 2583.26 ms [2022-03-31 23:50:15 main:574] : INFO : Epoch 1923 | loss: 0.0312115 | val_loss: 0.0312099 | Time: 2587.05 ms [2022-03-31 23:50:17 main:574] : INFO : Epoch 1924 | loss: 0.0312112 | val_loss: 0.0312125 | Time: 2582.94 ms [2022-03-31 23:50:20 main:574] : INFO : Epoch 1925 | loss: 0.0312112 | val_loss: 0.0312112 | Time: 2582.32 ms [2022-03-31 23:50:22 main:574] : INFO : Epoch 1926 | loss: 0.031213 | val_loss: 0.0312095 | Time: 2586.42 ms [2022-03-31 23:50:25 main:574] : INFO : Epoch 1927 | loss: 0.031211 | val_loss: 0.03121 | Time: 2592.31 ms [2022-03-31 23:50:28 main:574] : INFO : Epoch 1928 | loss: 0.0312111 | val_loss: 0.0312095 | Time: 2576.91 ms [2022-03-31 23:50:30 main:574] : INFO : Epoch 1929 | loss: 0.0312109 | val_loss: 0.031212 | Time: 2593.35 ms [2022-03-31 23:50:33 main:574] : INFO : Epoch 1930 | loss: 0.0312114 | val_loss: 0.0312095 | Time: 2593.19 ms [2022-03-31 23:50:35 main:574] : INFO : Epoch 1931 | loss: 0.0312107 | val_loss: 0.0312097 | Time: 2591.41 ms [2022-03-31 23:50:38 main:574] : INFO : Epoch 1932 | loss: 0.0312108 | val_loss: 0.0312095 | Time: 2581.16 ms [2022-03-31 23:50:41 main:574] : INFO : Epoch 1933 | loss: 0.0312112 | val_loss: 0.0312087 | Time: 2574.83 ms [2022-03-31 23:50:43 main:574] : INFO : Epoch 1934 | loss: 0.0312091 | val_loss: 0.03121 | Time: 2588.8 ms [2022-03-31 23:50:46 main:574] : INFO : Epoch 1935 | loss: 0.0312033 | val_loss: 0.0311991 | Time: 2580.86 ms [2022-03-31 23:50:48 main:574] : INFO : Epoch 1936 | loss: 0.0312005 | val_loss: 0.0312004 | Time: 2580.22 ms [2022-03-31 23:50:51 main:574] : INFO : Epoch 1937 | loss: 0.0311999 | val_loss: 0.031198 | Time: 2574.2 ms [2022-03-31 23:50:54 main:574] : INFO : Epoch 1938 | loss: 0.0311988 | val_loss: 0.0311978 | Time: 2615.64 ms [2022-03-31 23:50:56 main:574] : INFO : Epoch 1939 | loss: 0.0311987 | val_loss: 0.0311991 | Time: 2593.21 ms [2022-03-31 23:50:59 main:574] : INFO : Epoch 1940 | loss: 0.0311984 | val_loss: 0.0311973 | Time: 2585.94 ms [2022-03-31 23:51:01 main:574] : INFO : Epoch 1941 | loss: 0.0311979 | val_loss: 0.0311971 | Time: 2579.44 ms [2022-03-31 23:51:04 main:574] : INFO : Epoch 1942 | loss: 0.0311977 | val_loss: 0.0311966 | Time: 2595.2 ms [2022-03-31 23:51:06 main:574] : INFO : Epoch 1943 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 2579.42 ms [2022-03-31 23:51:09 main:574] : INFO : Epoch 1944 | loss: 0.031197 | val_loss: 0.0311961 | Time: 2583.29 ms [2022-03-31 23:51:12 main:574] : INFO : Epoch 1945 | loss: 0.0311965 | val_loss: 0.0311967 | Time: 2576.29 ms [2022-03-31 23:51:14 main:574] : INFO : Epoch 1946 | loss: 0.0311974 | val_loss: 0.031201 | Time: 2593.74 ms [2022-03-31 23:51:17 main:574] : INFO : Epoch 1947 | loss: 0.0311994 | val_loss: 0.0311968 | Time: 2578.09 ms [2022-03-31 23:51:19 main:574] : INFO : Epoch 1948 | loss: 0.0312021 | val_loss: 0.031197 | Time: 2576.36 ms [2022-03-31 23:51:22 main:574] : INFO : Epoch 1949 | loss: 0.0311977 | val_loss: 0.0311996 | Time: 2585.32 ms [2022-03-31 23:51:25 main:574] : INFO : Epoch 1950 | loss: 0.031197 | val_loss: 0.0311963 | Time: 2592.99 ms [2022-03-31 23:51:27 main:574] : INFO : Epoch 1951 | loss: 0.0311958 | val_loss: 0.0311961 | Time: 2589.99 ms [2022-03-31 23:51:30 main:574] : INFO : Epoch 1952 | loss: 0.031196 | val_loss: 0.0311982 | Time: 2573.52 ms [2022-03-31 23:51:32 main:574] : INFO : Epoch 1953 | loss: 0.0311968 | val_loss: 0.0311981 | Time: 2581.67 ms [2022-03-31 23:51:35 main:574] : INFO : Epoch 1954 | loss: 0.0311977 | val_loss: 0.0311956 | Time: 2585.74 ms [2022-03-31 23:51:37 main:574] : INFO : Epoch 1955 | loss: 0.031196 | val_loss: 0.0311959 | Time: 2583.29 ms [2022-03-31 23:51:40 main:574] : INFO : Epoch 1956 | loss: 0.0311957 | val_loss: 0.0311958 | Time: 2581.12 ms [2022-03-31 23:51:43 main:574] : INFO : Epoch 1957 | loss: 0.0311966 | val_loss: 0.0311976 | Time: 2620.23 ms [2022-03-31 23:51:45 main:574] : INFO : Epoch 1958 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 2600.95 ms [2022-03-31 23:51:48 main:574] : INFO : Epoch 1959 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 2587.33 ms [2022-03-31 23:51:50 main:574] : INFO : Epoch 1960 | loss: 0.0311968 | val_loss: 0.0311972 | Time: 2580.56 ms [2022-03-31 23:51:53 main:574] : INFO : Epoch 1961 | loss: 0.0311961 | val_loss: 0.0311967 | Time: 2597.54 ms [2022-03-31 23:51:56 main:574] : INFO : Epoch 1962 | loss: 0.0311957 | val_loss: 0.0311961 | Time: 2603.03 ms [2022-03-31 23:51:58 main:574] : INFO : Epoch 1963 | loss: 0.0311957 | val_loss: 0.0311958 | Time: 2593.68 ms [2022-03-31 23:52:01 main:574] : INFO : Epoch 1964 | loss: 0.0311967 | val_loss: 0.0311964 | Time: 2603.55 ms [2022-03-31 23:52:03 main:574] : INFO : Epoch 1965 | loss: 0.0311958 | val_loss: 0.0311956 | Time: 2591.49 ms [2022-03-31 23:52:06 main:574] : INFO : Epoch 1966 | loss: 0.0311972 | val_loss: 0.0311971 | Time: 2600.03 ms [2022-03-31 23:52:09 main:574] : INFO : Epoch 1967 | loss: 0.0311975 | val_loss: 0.0311955 | Time: 2581.87 ms [2022-03-31 23:52:11 main:574] : INFO : Epoch 1968 | loss: 0.0311953 | val_loss: 0.0311953 | Time: 2585.61 ms [2022-03-31 23:52:14 main:574] : INFO : Epoch 1969 | loss: 0.0311952 | val_loss: 0.0311968 | Time: 2581.96 ms [2022-03-31 23:52:16 main:574] : INFO : Epoch 1970 | loss: 0.0311959 | val_loss: 0.0311961 | Time: 2585.31 ms [2022-03-31 23:52:19 main:574] : INFO : Epoch 1971 | loss: 0.0311957 | val_loss: 0.0311958 | Time: 2574.67 ms [2022-03-31 23:52:22 main:574] : INFO : Epoch 1972 | loss: 0.0311955 | val_loss: 0.0311959 | Time: 2573.37 ms [2022-03-31 23:52:24 main:574] : INFO : Epoch 1973 | loss: 0.0311954 | val_loss: 0.0311953 | Time: 2612.97 ms [2022-03-31 23:52:27 main:574] : INFO : Epoch 1974 | loss: 0.0311971 | val_loss: 0.0311953 | Time: 2593.91 ms [2022-03-31 23:52:29 main:574] : INFO : Epoch 1975 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 2688.09 ms [2022-03-31 23:52:32 main:574] : INFO : Epoch 1976 | loss: 0.0311963 | val_loss: 0.0311961 | Time: 2593.71 ms [2022-03-31 23:52:35 main:574] : INFO : Epoch 1977 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 2604 ms [2022-03-31 23:52:37 main:574] : INFO : Epoch 1978 | loss: 0.0311971 | val_loss: 0.0311957 | Time: 2617.48 ms [2022-03-31 23:52:40 main:574] : INFO : Epoch 1979 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 2596.4 ms [2022-03-31 23:52:42 main:574] : INFO : Epoch 1980 | loss: 0.0311964 | val_loss: 0.0311972 | Time: 2577.1 ms [2022-03-31 23:52:45 main:574] : INFO : Epoch 1981 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 2582.23 ms [2022-03-31 23:52:48 main:574] : INFO : Epoch 1982 | loss: 0.0311961 | val_loss: 0.0311964 | Time: 2584 ms [2022-03-31 23:52:50 main:574] : INFO : Epoch 1983 | loss: 0.0311958 | val_loss: 0.0311952 | Time: 2591.21 ms [2022-03-31 23:52:53 main:574] : INFO : Epoch 1984 | loss: 0.0311957 | val_loss: 0.0311957 | Time: 2587.09 ms [2022-03-31 23:52:55 main:574] : INFO : Epoch 1985 | loss: 0.0311981 | val_loss: 0.0311954 | Time: 2579.67 ms [2022-03-31 23:52:58 main:574] : INFO : Epoch 1986 | loss: 0.0311967 | val_loss: 0.031195 | Time: 2598.81 ms [2022-03-31 23:53:01 main:574] : INFO : Epoch 1987 | loss: 0.0311951 | val_loss: 0.0311961 | Time: 2583.27 ms [2022-03-31 23:53:03 main:574] : INFO : Epoch 1988 | loss: 0.0311956 | val_loss: 0.0311976 | Time: 2587.83 ms [2022-03-31 23:53:06 main:574] : INFO : Epoch 1989 | loss: 0.0311969 | val_loss: 0.031198 | Time: 2602.59 ms [2022-03-31 23:53:08 main:574] : INFO : Epoch 1990 | loss: 0.031196 | val_loss: 0.0311955 | Time: 2594.66 ms [2022-03-31 23:53:11 main:574] : INFO : Epoch 1991 | loss: 0.0311961 | val_loss: 0.0311956 | Time: 2579.96 ms [2022-03-31 23:53:14 main:574] : INFO : Epoch 1992 | loss: 0.0311951 | val_loss: 0.0311966 | Time: 2579.16 ms [2022-03-31 23:53:16 main:574] : INFO : Epoch 1993 | loss: 0.031195 | val_loss: 0.0311954 | Time: 2573.39 ms [2022-03-31 23:53:19 main:574] : INFO : Epoch 1994 | loss: 0.0311954 | val_loss: 0.0311988 | Time: 2593.48 ms [2022-03-31 23:53:21 main:574] : INFO : Epoch 1995 | loss: 0.031198 | val_loss: 0.0312021 | Time: 2577.15 ms [2022-03-31 23:53:24 main:574] : INFO : Epoch 1996 | loss: 0.031198 | val_loss: 0.0311972 | Time: 2584.44 ms [2022-03-31 23:53:26 main:574] : INFO : Epoch 1997 | loss: 0.0311957 | val_loss: 0.0311952 | Time: 2582.77 ms [2022-03-31 23:53:29 main:574] : INFO : Epoch 1998 | loss: 0.0311961 | val_loss: 0.031197 | Time: 2596.44 ms [2022-03-31 23:53:32 main:574] : INFO : Epoch 1999 | loss: 0.0311956 | val_loss: 0.0311955 | Time: 2581.09 ms [2022-03-31 23:53:34 main:574] : INFO : Epoch 2000 | loss: 0.0311953 | val_loss: 0.0311953 | Time: 2586.91 ms [2022-03-31 23:53:37 main:574] : INFO : Epoch 2001 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 2583.8 ms [2022-03-31 23:53:39 main:574] : INFO : Epoch 2002 | loss: 0.0311956 | val_loss: 0.0311955 | Time: 2593.3 ms [2022-03-31 23:53:42 main:574] : INFO : Epoch 2003 | loss: 0.0311951 | val_loss: 0.0311981 | Time: 2584.21 ms [2022-03-31 23:53:45 main:574] : INFO : Epoch 2004 | loss: 0.0311982 | val_loss: 0.0312038 | Time: 2581.44 ms [2022-03-31 23:53:47 main:574] : INFO : Epoch 2005 | loss: 0.0311984 | val_loss: 0.0311973 | Time: 2585.19 ms [2022-03-31 23:53:50 main:574] : INFO : Epoch 2006 | loss: 0.0311982 | val_loss: 0.0311958 | Time: 2584.78 ms [2022-03-31 23:53:52 main:574] : INFO : Epoch 2007 | loss: 0.0311961 | val_loss: 0.0311947 | Time: 2621.62 ms [2022-03-31 23:53:55 main:574] : INFO : Epoch 2008 | loss: 0.0311958 | val_loss: 0.0311956 | Time: 2570.88 ms [2022-03-31 23:53:58 main:574] : INFO : Epoch 2009 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 2578.48 ms [2022-03-31 23:54:00 main:574] : INFO : Epoch 2010 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 2595.63 ms [2022-03-31 23:54:03 main:574] : INFO : Epoch 2011 | loss: 0.031198 | val_loss: 0.0311985 | Time: 2585.36 ms [2022-03-31 23:54:05 main:574] : INFO : Epoch 2012 | loss: 0.0312 | val_loss: 0.0311949 | Time: 2579.75 ms [2022-03-31 23:54:08 main:574] : INFO : Epoch 2013 | loss: 0.0311957 | val_loss: 0.031195 | Time: 2577.16 ms [2022-03-31 23:54:11 main:574] : INFO : Epoch 2014 | loss: 0.0311963 | val_loss: 0.0311949 | Time: 2594 ms [2022-03-31 23:54:13 main:574] : INFO : Epoch 2015 | loss: 0.0311963 | val_loss: 0.0311949 | Time: 2582.1 ms [2022-03-31 23:54:16 main:574] : INFO : Epoch 2016 | loss: 0.0311948 | val_loss: 0.0311969 | Time: 2577.88 ms [2022-03-31 23:54:18 main:574] : INFO : Epoch 2017 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 2581.81 ms [2022-03-31 23:54:21 main:574] : INFO : Epoch 2018 | loss: 0.0311954 | val_loss: 0.0311995 | Time: 2600.77 ms [2022-03-31 23:54:23 main:574] : INFO : Epoch 2019 | loss: 0.0311957 | val_loss: 0.0311974 | Time: 2574.86 ms [2022-03-31 23:54:26 main:574] : INFO : Epoch 2020 | loss: 0.0311957 | val_loss: 0.0311944 | Time: 2589.7 ms [2022-03-31 23:54:29 main:574] : INFO : Epoch 2021 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 2586.69 ms [2022-03-31 23:54:31 main:574] : INFO : Epoch 2022 | loss: 0.0311949 | val_loss: 0.0311981 | Time: 2592.56 ms [2022-03-31 23:54:34 main:574] : INFO : Epoch 2023 | loss: 0.0311954 | val_loss: 0.0311958 | Time: 2587.22 ms [2022-03-31 23:54:36 main:574] : INFO : Epoch 2024 | loss: 0.0311953 | val_loss: 0.0311947 | Time: 2604.89 ms [2022-03-31 23:54:39 main:574] : INFO : Epoch 2025 | loss: 0.0311955 | val_loss: 0.0311952 | Time: 2587.15 ms [2022-03-31 23:54:42 main:574] : INFO : Epoch 2026 | loss: 0.0311972 | val_loss: 0.0312027 | Time: 2598.46 ms [2022-03-31 23:54:44 main:574] : INFO : Epoch 2027 | loss: 0.0312007 | val_loss: 0.0311998 | Time: 2583.56 ms [2022-03-31 23:54:47 main:574] : INFO : Epoch 2028 | loss: 0.0311972 | val_loss: 0.0311957 | Time: 2575.3 ms [2022-03-31 23:54:49 main:574] : INFO : Epoch 2029 | loss: 0.0311956 | val_loss: 0.0311971 | Time: 2572.1 ms [2022-03-31 23:54:52 main:574] : INFO : Epoch 2030 | loss: 0.0311954 | val_loss: 0.0311985 | Time: 2590.61 ms [2022-03-31 23:54:55 main:574] : INFO : Epoch 2031 | loss: 0.0311954 | val_loss: 0.0311958 | Time: 2575.12 ms [2022-03-31 23:54:57 main:574] : INFO : Epoch 2032 | loss: 0.0311949 | val_loss: 0.031196 | Time: 2586.93 ms [2022-03-31 23:55:00 main:574] : INFO : Epoch 2033 | loss: 0.0311957 | val_loss: 0.0311951 | Time: 2581.3 ms [2022-03-31 23:55:02 main:574] : INFO : Epoch 2034 | loss: 0.031195 | val_loss: 0.0311953 | Time: 2595.31 ms [2022-03-31 23:55:05 main:574] : INFO : Epoch 2035 | loss: 0.0311956 | val_loss: 0.0311959 | Time: 2583.13 ms [2022-03-31 23:55:07 main:574] : INFO : Epoch 2036 | loss: 0.0311954 | val_loss: 0.0311959 | Time: 2582.96 ms [2022-03-31 23:55:10 main:574] : INFO : Epoch 2037 | loss: 0.0311953 | val_loss: 0.0311951 | Time: 2585.23 ms [2022-03-31 23:55:13 main:574] : INFO : Epoch 2038 | loss: 0.0311949 | val_loss: 0.0311955 | Time: 2601.18 ms [2022-03-31 23:55:15 main:574] : INFO : Epoch 2039 | loss: 0.0311966 | val_loss: 0.0311995 | Time: 2608.18 ms [2022-03-31 23:55:18 main:574] : INFO : Epoch 2040 | loss: 0.031197 | val_loss: 0.0312029 | Time: 2586.54 ms [2022-03-31 23:55:20 main:574] : INFO : Epoch 2041 | loss: 0.0311996 | val_loss: 0.0312024 | Time: 2586.7 ms [2022-03-31 23:55:23 main:574] : INFO : Epoch 2042 | loss: 0.0311986 | val_loss: 0.031195 | Time: 2608.41 ms [2022-03-31 23:55:26 main:574] : INFO : Epoch 2043 | loss: 0.0311956 | val_loss: 0.0311972 | Time: 2583.12 ms [2022-03-31 23:55:28 main:574] : INFO : Epoch 2044 | loss: 0.0311948 | val_loss: 0.031195 | Time: 2580.89 ms [2022-03-31 23:55:31 main:574] : INFO : Epoch 2045 | loss: 0.0311946 | val_loss: 0.031195 | Time: 2585.21 ms [2022-03-31 23:55:33 main:574] : INFO : Epoch 2046 | loss: 0.0311978 | val_loss: 0.0311958 | Time: 2596.79 ms [2022-03-31 23:55:36 main:574] : INFO : Epoch 2047 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 2581.84 ms [2022-03-31 23:55:39 main:574] : INFO : Epoch 2048 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 2575.32 ms [2022-03-31 23:55:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311953 [2022-03-31 23:55:39 main:603] : INFO : Saving end state to config to file [2022-03-31 23:55:39 main:608] : INFO : Success, exiting.. 23:55:39 (15408): 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)