Task 10739369
| Name | ParityModified-1638635123-3041-3-0_0 |
| Workunit | 8056823 |
| Created | 13 Jan 2022, 14:52:31 UTC |
| Sent | 27 Jan 2022, 21:09:42 UTC |
| Report deadline | 4 Feb 2022, 21:09:42 UTC |
| Received | 29 Jan 2022, 0:06:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 34 min 10 sec |
| CPU time | 4 hours 20 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0312031 | val_loss: 0.0312019 | Time: 8663.61 ms [2022-01-28 23:53:39 main:574] : INFO : Epoch 1543 | loss: 0.0312023 | val_loss: 0.0312056 | Time: 8333.71 ms [2022-01-28 23:53:48 main:574] : INFO : Epoch 1544 | loss: 0.0312019 | val_loss: 0.0312024 | Time: 8553.8 ms [2022-01-28 23:53:56 main:574] : INFO : Epoch 1545 | loss: 0.0312013 | val_loss: 0.0312027 | Time: 8395.91 ms [2022-01-28 23:54:04 main:574] : INFO : Epoch 1546 | loss: 0.0312021 | val_loss: 0.031201 | Time: 8374.93 ms [2022-01-28 23:54:13 main:574] : INFO : Epoch 1547 | loss: 0.0312003 | val_loss: 0.0312008 | Time: 8489.69 ms [2022-01-28 23:54:22 main:574] : INFO : Epoch 1548 | loss: 0.0312001 | val_loss: 0.0312017 | Time: 8738.21 ms [2022-01-28 23:54:31 main:574] : INFO : Epoch 1549 | loss: 0.0312 | val_loss: 0.031201 | Time: 8762.78 ms [2022-01-28 23:54:39 main:574] : INFO : Epoch 1550 | loss: 0.0312003 | val_loss: 0.0312011 | Time: 8751.8 ms [2022-01-28 23:54:48 main:574] : INFO : Epoch 1551 | loss: 0.0312 | val_loss: 0.0312009 | Time: 8741.45 ms [2022-01-28 23:54:57 main:574] : INFO : Epoch 1552 | loss: 0.0311998 | val_loss: 0.0312012 | Time: 8473.82 ms [2022-01-28 23:55:05 main:574] : INFO : Epoch 1553 | loss: 0.0312005 | val_loss: 0.0312021 | Time: 8553.23 ms [2022-01-28 23:55:14 main:574] : INFO : Epoch 1554 | loss: 0.0312027 | val_loss: 0.0312008 | Time: 9029.76 ms [2022-01-28 23:55:23 main:574] : INFO : Epoch 1555 | loss: 0.0312025 | val_loss: 0.0312021 | Time: 8599.84 ms [2022-01-28 23:55:32 main:574] : INFO : Epoch 1556 | loss: 0.0312007 | val_loss: 0.0312007 | Time: 8523.28 ms [2022-01-28 23:55:40 main:574] : INFO : Epoch 1557 | loss: 0.0311996 | val_loss: 0.0312009 | Time: 8518.75 ms [2022-01-28 23:55:49 main:574] : INFO : Epoch 1558 | loss: 0.0311992 | val_loss: 0.0312007 | Time: 8510.52 ms [2022-01-28 23:55:58 main:574] : INFO : Epoch 1559 | loss: 0.0311994 | val_loss: 0.0312011 | Time: 8772.68 ms [2022-01-28 23:56:06 main:574] : INFO : Epoch 1560 | loss: 0.0311998 | val_loss: 0.0312022 | Time: 8625.33 ms [2022-01-28 23:56:15 main:574] : INFO : Epoch 1561 | loss: 0.0311996 | val_loss: 0.031202 | Time: 8621.25 ms [2022-01-28 23:56:23 main:574] : INFO : Epoch 1562 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 8382.12 ms [2022-01-28 23:56:32 main:574] : INFO : Epoch 1563 | loss: 0.0312 | val_loss: 0.031201 | Time: 8482.53 ms [2022-01-28 23:56:41 main:574] : INFO : Epoch 1564 | loss: 0.0311992 | val_loss: 0.0312006 | Time: 8790.96 ms [2022-01-28 23:56:49 main:574] : INFO : Epoch 1565 | loss: 0.031199 | val_loss: 0.0312006 | Time: 8706.21 ms [2022-01-28 23:56:58 main:574] : INFO : Epoch 1566 | loss: 0.0311989 | val_loss: 0.0312013 | Time: 8674.98 ms [2022-01-28 23:57:07 main:574] : INFO : Epoch 1567 | loss: 0.0311995 | val_loss: 0.0312007 | Time: 9094.53 ms [2022-01-28 23:57:16 main:574] : INFO : Epoch 1568 | loss: 0.0312002 | val_loss: 0.0312005 | Time: 8538.38 ms [2022-01-28 23:57:25 main:574] : INFO : Epoch 1569 | loss: 0.0312008 | val_loss: 0.0312005 | Time: 8929.93 ms [2022-01-28 23:57:34 main:574] : INFO : Epoch 1570 | loss: 0.0312004 | val_loss: 0.0312002 | Time: 9288.28 ms [2022-01-28 23:57:43 main:574] : INFO : Epoch 1571 | loss: 0.0311996 | val_loss: 0.0312034 | Time: 8845.91 ms [2022-01-28 23:57:51 main:574] : INFO : Epoch 1572 | loss: 0.0311998 | val_loss: 0.0312034 | Time: 8268.98 ms [2022-01-28 23:58:00 main:574] : INFO : Epoch 1573 | loss: 0.0311994 | val_loss: 0.0312005 | Time: 8531.73 ms [2022-01-28 23:58:09 main:574] : INFO : Epoch 1574 | loss: 0.0311988 | val_loss: 0.0312009 | Time: 8613.66 ms [2022-01-28 23:58:17 main:574] : INFO : Epoch 1575 | loss: 0.0311991 | val_loss: 0.0312007 | Time: 8506.57 ms [2022-01-28 23:58:26 main:574] : INFO : Epoch 1576 | loss: 0.0311986 | val_loss: 0.0312026 | Time: 8447.31 ms [2022-01-28 23:58:34 main:574] : INFO : Epoch 1577 | loss: 0.0311992 | val_loss: 0.0312009 | Time: 8502.27 ms [2022-01-28 23:58:43 main:574] : INFO : Epoch 1578 | loss: 0.0311992 | val_loss: 0.031201 | Time: 8340.35 ms [2022-01-28 23:58:51 main:574] : INFO : Epoch 1579 | loss: 0.0311987 | val_loss: 0.0312005 | Time: 8541.73 ms [2022-01-28 23:59:00 main:574] : INFO : Epoch 1580 | loss: 0.0311983 | val_loss: 0.0312003 | Time: 8941.09 ms [2022-01-28 23:59:09 main:574] : INFO : Epoch 1581 | loss: 0.0311983 | val_loss: 0.0312004 | Time: 8709.68 ms [2022-01-28 23:59:18 main:574] : INFO : Epoch 1582 | loss: 0.0311984 | val_loss: 0.0312007 | Time: 8591.17 ms [2022-01-28 23:59:26 main:574] : INFO : Epoch 1583 | loss: 0.0311984 | val_loss: 0.0312012 | Time: 8513.79 ms [2022-01-28 23:59:35 main:574] : INFO : Epoch 1584 | loss: 0.0311983 | val_loss: 0.0312007 | Time: 8415.71 ms [2022-01-28 23:59:43 main:574] : INFO : Epoch 1585 | loss: 0.0311984 | val_loss: 0.031203 | Time: 8622.11 ms [2022-01-28 23:59:52 main:574] : INFO : Epoch 1586 | loss: 0.0311988 | val_loss: 0.0312015 | Time: 8864.28 ms [2022-01-29 00:00:01 main:574] : INFO : Epoch 1587 | loss: 0.0311993 | val_loss: 0.0312004 | Time: 8623.25 ms [2022-01-29 00:00:09 main:574] : INFO : Epoch 1588 | loss: 0.0311985 | val_loss: 0.0312007 | Time: 8286.94 ms [2022-01-29 00:00:18 main:574] : INFO : Epoch 1589 | loss: 0.0311989 | val_loss: 0.0312008 | Time: 8452.68 ms [2022-01-29 00:00:27 main:574] : INFO : Epoch 1590 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 8534.07 ms [2022-01-29 00:00:35 main:574] : INFO : Epoch 1591 | loss: 0.0311989 | val_loss: 0.0312012 | Time: 8652.71 ms [2022-01-29 00:00:44 main:574] : INFO : Epoch 1592 | loss: 0.0312003 | val_loss: 0.0312016 | Time: 8860.66 ms [2022-01-29 00:00:53 main:574] : INFO : Epoch 1593 | loss: 0.031199 | val_loss: 0.0312014 | Time: 9141.21 ms [2022-01-29 00:01:02 main:574] : INFO : Epoch 1594 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 9090.01 ms [2022-01-29 00:01:11 main:574] : INFO : Epoch 1595 | loss: 0.0311987 | val_loss: 0.0312014 | Time: 8459.99 ms [2022-01-29 00:01:19 main:574] : INFO : Epoch 1596 | loss: 0.0311991 | val_loss: 0.0312012 | Time: 8443.65 ms [2022-01-29 00:01:28 main:574] : INFO : Epoch 1597 | loss: 0.0311982 | val_loss: 0.0312025 | Time: 8545.83 ms [2022-01-29 00:01:36 main:574] : INFO : Epoch 1598 | loss: 0.0311986 | val_loss: 0.0312013 | Time: 8375.85 ms [2022-01-29 00:01:45 main:574] : INFO : Epoch 1599 | loss: 0.0311983 | val_loss: 0.031201 | Time: 8400.82 ms [2022-01-29 00:01:53 main:574] : INFO : Epoch 1600 | loss: 0.031199 | val_loss: 0.0312028 | Time: 8467.35 ms [2022-01-29 00:02:02 main:574] : INFO : Epoch 1601 | loss: 0.0311992 | val_loss: 0.0312022 | Time: 8553.49 ms [2022-01-29 00:02:11 main:574] : INFO : Epoch 1602 | loss: 0.0312002 | val_loss: 0.0312021 | Time: 8843.44 ms [2022-01-29 00:02:19 main:574] : INFO : Epoch 1603 | loss: 0.0311982 | val_loss: 0.0312007 | Time: 8420.54 ms [2022-01-29 00:02:28 main:574] : INFO : Epoch 1604 | loss: 0.0311979 | val_loss: 0.0312019 | Time: 8408.89 ms [2022-01-29 00:02:37 main:574] : INFO : Epoch 1605 | loss: 0.031199 | val_loss: 0.0312008 | Time: 8696.35 ms [2022-01-29 00:02:45 main:574] : INFO : Epoch 1606 | loss: 0.0311984 | val_loss: 0.0312007 | Time: 8418.39 ms [2022-01-29 00:02:54 main:574] : INFO : Epoch 1607 | loss: 0.0311986 | val_loss: 0.0312011 | Time: 8580.88 ms [2022-01-29 00:03:03 main:574] : INFO : Epoch 1608 | loss: 0.0311979 | val_loss: 0.0312009 | Time: 8830.36 ms [2022-01-29 00:03:11 main:574] : INFO : Epoch 1609 | loss: 0.0311976 | val_loss: 0.0312017 | Time: 8728.05 ms [2022-01-29 00:03:20 main:574] : INFO : Epoch 1610 | loss: 0.0311979 | val_loss: 0.031201 | Time: 8365.75 ms [2022-01-29 00:03:28 main:574] : INFO : Epoch 1611 | loss: 0.0311974 | val_loss: 0.0312014 | Time: 8340.49 ms [2022-01-29 00:03:37 main:574] : INFO : Epoch 1612 | loss: 0.0311974 | val_loss: 0.0312007 | Time: 8511.46 ms [2022-01-29 00:03:45 main:574] : INFO : Epoch 1613 | loss: 0.0311978 | val_loss: 0.0312008 | Time: 8553.67 ms [2022-01-29 00:03:54 main:574] : INFO : Epoch 1614 | loss: 0.031198 | val_loss: 0.031201 | Time: 8355 ms [2022-01-29 00:04:02 main:574] : INFO : Epoch 1615 | loss: 0.0311986 | val_loss: 0.031202 | Time: 8539.87 ms [2022-01-29 00:04:11 main:574] : INFO : Epoch 1616 | loss: 0.0311985 | val_loss: 0.0312017 | Time: 8343.3 ms [2022-01-29 00:04:19 main:574] : INFO : Epoch 1617 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 8696.1 ms [2022-01-29 00:04:29 main:574] : INFO : Epoch 1618 | loss: 0.0311993 | val_loss: 0.0312008 | Time: 9169.65 ms [2022-01-29 00:04:38 main:574] : INFO : Epoch 1619 | loss: 0.0311982 | val_loss: 0.031201 | Time: 9190.88 ms [2022-01-29 00:04:47 main:574] : INFO : Epoch 1620 | loss: 0.0311981 | val_loss: 0.0312004 | Time: 9063.83 ms [2022-01-29 00:04:56 main:574] : INFO : Epoch 1621 | loss: 0.0311982 | val_loss: 0.0312007 | Time: 8807.07 ms [2022-01-29 00:05:05 main:574] : INFO : Epoch 1622 | loss: 0.0311987 | val_loss: 0.0312033 | Time: 8491.47 ms [2022-01-29 00:05:14 main:574] : INFO : Epoch 1623 | loss: 0.031199 | val_loss: 0.031202 | Time: 9727.12 ms [2022-01-29 00:05:23 main:574] : INFO : Epoch 1624 | loss: 0.0311978 | val_loss: 0.0312013 | Time: 8860.36 ms [2022-01-29 00:05:32 main:574] : INFO : Epoch 1625 | loss: 0.0311977 | val_loss: 0.0312008 | Time: 8786.68 ms [2022-01-29 00:05:41 main:574] : INFO : Epoch 1626 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 8550.09 ms [2022-01-29 00:05:49 main:574] : INFO : Epoch 1627 | loss: 0.0311975 | val_loss: 0.0312009 | Time: 8553.8 ms [2022-01-29 00:05:58 main:574] : INFO : Epoch 1628 | loss: 0.0311974 | val_loss: 0.0312011 | Time: 8805.62 ms [2022-01-29 00:06:07 main:574] : INFO : Epoch 1629 | loss: 0.0311973 | val_loss: 0.0312012 | Time: 8694.62 ms [2022-01-29 00:06:16 main:574] : INFO : Epoch 1630 | loss: 0.0311973 | val_loss: 0.0312013 | Time: 8577.25 ms [2022-01-29 00:06:24 main:574] : INFO : Epoch 1631 | loss: 0.0311971 | val_loss: 0.0312015 | Time: 8577.17 ms [2022-01-29 00:06:33 main:574] : INFO : Epoch 1632 | loss: 0.0311976 | val_loss: 0.0312021 | Time: 8339.51 ms [2022-01-29 00:06:41 main:574] : INFO : Epoch 1633 | loss: 0.0311979 | val_loss: 0.0312019 | Time: 8708.7 ms [2022-01-29 00:06:50 main:574] : INFO : Epoch 1634 | loss: 0.031197 | val_loss: 0.0312011 | Time: 8694.1 ms [2022-01-29 00:06:59 main:574] : INFO : Epoch 1635 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 8826.73 ms [2022-01-29 00:07:08 main:574] : INFO : Epoch 1636 | loss: 0.0311972 | val_loss: 0.0312011 | Time: 8532.48 ms [2022-01-29 00:07:16 main:574] : INFO : Epoch 1637 | loss: 0.0311978 | val_loss: 0.0312012 | Time: 8480.89 ms [2022-01-29 00:07:25 main:574] : INFO : Epoch 1638 | loss: 0.0311981 | val_loss: 0.0312007 | Time: 8698.85 ms [2022-01-29 00:07:33 main:574] : INFO : Epoch 1639 | loss: 0.0311968 | val_loss: 0.0312013 | Time: 8431.01 ms [2022-01-29 00:07:42 main:574] : INFO : Epoch 1640 | loss: 0.0311967 | val_loss: 0.0312022 | Time: 8567.55 ms [2022-01-29 00:07:50 main:574] : INFO : Epoch 1641 | loss: 0.0311972 | val_loss: 0.0312014 | Time: 8439.6 ms [2022-01-29 00:07:59 main:574] : INFO : Epoch 1642 | loss: 0.0311966 | val_loss: 0.0312015 | Time: 8475.43 ms [2022-01-29 00:08:07 main:574] : INFO : Epoch 1643 | loss: 0.0311968 | val_loss: 0.0312013 | Time: 8488.67 ms [2022-01-29 00:08:16 main:574] : INFO : Epoch 1644 | loss: 0.0311972 | val_loss: 0.0312034 | Time: 8697.73 ms [2022-01-29 00:08:25 main:574] : INFO : Epoch 1645 | loss: 0.0311969 | val_loss: 0.031201 | Time: 8678.62 ms [2022-01-29 00:08:34 main:574] : INFO : Epoch 1646 | loss: 0.0311969 | val_loss: 0.0312014 | Time: 8746.83 ms [2022-01-29 00:08:42 main:574] : INFO : Epoch 1647 | loss: 0.0311967 | val_loss: 0.0312013 | Time: 8473.13 ms [2022-01-29 00:08:51 main:574] : INFO : Epoch 1648 | loss: 0.0311966 | val_loss: 0.0312014 | Time: 8484.67 ms [2022-01-29 00:09:00 main:574] : INFO : Epoch 1649 | loss: 0.0311965 | val_loss: 0.0312014 | Time: 8969.45 ms [2022-01-29 00:09:08 main:574] : INFO : Epoch 1650 | loss: 0.0311966 | val_loss: 0.0312013 | Time: 8409.25 ms [2022-01-29 00:09:17 main:574] : INFO : Epoch 1651 | loss: 0.0311978 | val_loss: 0.0312033 | Time: 8484.44 ms [2022-01-29 00:09:25 main:574] : INFO : Epoch 1652 | loss: 0.0311974 | val_loss: 0.0312032 | Time: 8419.98 ms [2022-01-29 00:09:34 main:574] : INFO : Epoch 1653 | loss: 0.0311971 | val_loss: 0.0312014 | Time: 8683.54 ms [2022-01-29 00:09:43 main:574] : INFO : Epoch 1654 | loss: 0.0311972 | val_loss: 0.0312011 | Time: 8672.29 ms [2022-01-29 00:09:51 main:574] : INFO : Epoch 1655 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 8531.25 ms [2022-01-29 00:10:00 main:574] : INFO : Epoch 1656 | loss: 0.0311976 | val_loss: 0.0312023 | Time: 8501.03 ms [2022-01-29 00:10:08 main:574] : INFO : Epoch 1657 | loss: 0.0311969 | val_loss: 0.031202 | Time: 8395.42 ms [2022-01-29 00:10:17 main:574] : INFO : Epoch 1658 | loss: 0.0311968 | val_loss: 0.0312014 | Time: 8548.94 ms [2022-01-29 00:10:25 main:574] : INFO : Epoch 1659 | loss: 0.0311966 | val_loss: 0.0312037 | Time: 8542.54 ms [2022-01-29 00:10:34 main:574] : INFO : Epoch 1660 | loss: 0.0311969 | val_loss: 0.0312019 | Time: 8806.76 ms [2022-01-29 00:10:43 main:574] : INFO : Epoch 1661 | loss: 0.0311972 | val_loss: 0.0312015 | Time: 8669.89 ms [2022-01-29 00:10:51 main:574] : INFO : Epoch 1662 | loss: 0.0311972 | val_loss: 0.0312017 | Time: 8332.92 ms [2022-01-29 00:11:00 main:574] : INFO : Epoch 1663 | loss: 0.0311968 | val_loss: 0.0312012 | Time: 8404.37 ms [2022-01-29 00:11:08 main:574] : INFO : Epoch 1664 | loss: 0.0311967 | val_loss: 0.0312017 | Time: 8477.54 ms [2022-01-29 00:11:17 main:574] : INFO : Epoch 1665 | loss: 0.0311964 | val_loss: 0.0312016 | Time: 9063.55 ms [2022-01-29 00:11:26 main:574] : INFO : Epoch 1666 | loss: 0.0311965 | val_loss: 0.031201 | Time: 8797.52 ms [2022-01-29 00:11:35 main:574] : INFO : Epoch 1667 | loss: 0.0311964 | val_loss: 0.0312013 | Time: 8852.39 ms [2022-01-29 00:11:44 main:574] : INFO : Epoch 1668 | loss: 0.0311965 | val_loss: 0.0312012 | Time: 9127.2 ms [2022-01-29 00:11:53 main:574] : INFO : Epoch 1669 | loss: 0.0311961 | val_loss: 0.0312011 | Time: 9014.45 ms [2022-01-29 00:12:03 main:574] : INFO : Epoch 1670 | loss: 0.031197 | val_loss: 0.0312056 | Time: 9131.26 ms [2022-01-29 00:12:11 main:574] : INFO : Epoch 1671 | loss: 0.0311977 | val_loss: 0.0312021 | Time: 8273.18 ms [2022-01-29 00:12:19 main:574] : INFO : Epoch 1672 | loss: 0.0311964 | val_loss: 0.0312011 | Time: 8457.43 ms [2022-01-29 00:12:28 main:574] : INFO : Epoch 1673 | loss: 0.0311965 | val_loss: 0.031201 | Time: 8332.36 ms [2022-01-29 00:12:36 main:574] : INFO : Epoch 1674 | loss: 0.0311963 | val_loss: 0.0312009 | Time: 8447.63 ms [2022-01-29 00:12:45 main:574] : INFO : Epoch 1675 | loss: 0.0311968 | val_loss: 0.0312019 | Time: 8592.23 ms [2022-01-29 00:12:54 main:574] : INFO : Epoch 1676 | loss: 0.0311965 | val_loss: 0.031201 | Time: 8602.38 ms [2022-01-29 00:13:02 main:574] : INFO : Epoch 1677 | loss: 0.0311961 | val_loss: 0.0312014 | Time: 8501.83 ms [2022-01-29 00:13:11 main:574] : INFO : Epoch 1678 | loss: 0.0311966 | val_loss: 0.0312035 | Time: 8769.02 ms [2022-01-29 00:13:19 main:574] : INFO : Epoch 1679 | loss: 0.0311975 | val_loss: 0.0312024 | Time: 8380.76 ms [2022-01-29 00:13:28 main:574] : INFO : Epoch 1680 | loss: 0.031197 | val_loss: 0.0312008 | Time: 8598.89 ms [2022-01-29 00:13:37 main:574] : INFO : Epoch 1681 | loss: 0.031196 | val_loss: 0.0312008 | Time: 8629.13 ms [2022-01-29 00:13:46 main:574] : INFO : Epoch 1682 | loss: 0.0311961 | val_loss: 0.0312009 | Time: 8797.27 ms [2022-01-29 00:13:54 main:574] : INFO : Epoch 1683 | loss: 0.031197 | val_loss: 0.0312012 | Time: 8867.04 ms [2022-01-29 00:14:03 main:574] : INFO : Epoch 1684 | loss: 0.0311967 | val_loss: 0.0312025 | Time: 8543.3 ms [2022-01-29 00:14:12 main:574] : INFO : Epoch 1685 | loss: 0.0311966 | val_loss: 0.0312017 | Time: 8444.72 ms [2022-01-29 00:14:20 main:574] : INFO : Epoch 1686 | loss: 0.0311967 | val_loss: 0.0312027 | Time: 8834.03 ms [2022-01-29 00:14:29 main:574] : INFO : Epoch 1687 | loss: 0.0311961 | val_loss: 0.0312014 | Time: 8569.08 ms [2022-01-29 00:14:37 main:574] : INFO : Epoch 1688 | loss: 0.031196 | val_loss: 0.0312022 | Time: 8335.16 ms [2022-01-29 00:14:46 main:574] : INFO : Epoch 1689 | loss: 0.0311971 | val_loss: 0.0312015 | Time: 8505.06 ms [2022-01-29 00:14:54 main:574] : INFO : Epoch 1690 | loss: 0.0311962 | val_loss: 0.0312001 | Time: 8423.45 ms [2022-01-29 00:15:03 main:574] : INFO : Epoch 1691 | loss: 0.0311994 | val_loss: 0.0312014 | Time: 8684.46 ms [2022-01-29 00:15:12 main:574] : INFO : Epoch 1692 | loss: 0.0311983 | val_loss: 0.0312044 | Time: 8499.02 ms [2022-01-29 00:15:20 main:574] : INFO : Epoch 1693 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 8554.99 ms [2022-01-29 00:15:29 main:574] : INFO : Epoch 1694 | loss: 0.0311967 | val_loss: 0.0312041 | Time: 8519.08 ms [2022-01-29 00:15:37 main:574] : INFO : Epoch 1695 | loss: 0.0311969 | val_loss: 0.0312025 | Time: 8416.05 ms [2022-01-29 00:15:46 main:574] : INFO : Epoch 1696 | loss: 0.0311968 | val_loss: 0.0312016 | Time: 8601.9 ms [2022-01-29 00:15:55 main:574] : INFO : Epoch 1697 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 8482.89 ms [2022-01-29 00:16:03 main:574] : INFO : Epoch 1698 | loss: 0.0311958 | val_loss: 0.0312013 | Time: 8478.1 ms [2022-01-29 00:16:12 main:574] : INFO : Epoch 1699 | loss: 0.031196 | val_loss: 0.0312016 | Time: 8548.54 ms [2022-01-29 00:16:20 main:574] : INFO : Epoch 1700 | loss: 0.0311964 | val_loss: 0.0312023 | Time: 8266.66 ms [2022-01-29 00:16:28 main:574] : INFO : Epoch 1701 | loss: 0.031196 | val_loss: 0.0312012 | Time: 8457.23 ms [2022-01-29 00:16:37 main:574] : INFO : Epoch 1702 | loss: 0.031196 | val_loss: 0.0312022 | Time: 8580.97 ms [2022-01-29 00:16:46 main:574] : INFO : Epoch 1703 | loss: 0.031196 | val_loss: 0.0312013 | Time: 8449.56 ms [2022-01-29 00:16:54 main:574] : INFO : Epoch 1704 | loss: 0.031197 | val_loss: 0.031204 | Time: 8685.7 ms [2022-01-29 00:17:03 main:574] : INFO : Epoch 1705 | loss: 0.0312007 | val_loss: 0.031211 | Time: 8454.17 ms [2022-01-29 00:17:11 main:574] : INFO : Epoch 1706 | loss: 0.0312194 | val_loss: 0.0312133 | Time: 8475.19 ms [2022-01-29 00:17:20 main:574] : INFO : Epoch 1707 | loss: 0.0312088 | val_loss: 0.0312062 | Time: 8711.82 ms [2022-01-29 00:17:28 main:574] : INFO : Epoch 1708 | loss: 0.0312049 | val_loss: 0.0312048 | Time: 8312.85 ms [2022-01-29 00:17:37 main:574] : INFO : Epoch 1709 | loss: 0.0312043 | val_loss: 0.0312042 | Time: 8350.5 ms [2022-01-29 00:17:45 main:574] : INFO : Epoch 1710 | loss: 0.0312028 | val_loss: 0.0312054 | Time: 8404.1 ms [2022-01-29 00:17:54 main:574] : INFO : Epoch 1711 | loss: 0.0312024 | val_loss: 0.0312048 | Time: 8424.22 ms [2022-01-29 00:18:03 main:574] : INFO : Epoch 1712 | loss: 0.031202 | val_loss: 0.0312034 | Time: 9320.6 ms [2022-01-29 00:18:12 main:574] : INFO : Epoch 1713 | loss: 0.0312017 | val_loss: 0.0312039 | Time: 9239.19 ms [2022-01-29 00:18:21 main:574] : INFO : Epoch 1714 | loss: 0.0312023 | val_loss: 0.0312032 | Time: 8750.04 ms [2022-01-29 00:18:30 main:574] : INFO : Epoch 1715 | loss: 0.0312025 | val_loss: 0.0312036 | Time: 8410.99 ms [2022-01-29 00:18:38 main:574] : INFO : Epoch 1716 | loss: 0.0312011 | val_loss: 0.0312035 | Time: 8596.98 ms [2022-01-29 00:18:47 main:574] : INFO : Epoch 1717 | loss: 0.0312013 | val_loss: 0.0312035 | Time: 8318.32 ms [2022-01-29 00:18:56 main:574] : INFO : Epoch 1718 | loss: 0.0312005 | val_loss: 0.0312055 | Time: 8852.94 ms [2022-01-29 00:19:04 main:574] : INFO : Epoch 1719 | loss: 0.0312013 | val_loss: 0.0312042 | Time: 8662.11 ms [2022-01-29 00:19:13 main:574] : INFO : Epoch 1720 | loss: 0.0312006 | val_loss: 0.0312038 | Time: 8731.64 ms [2022-01-29 00:19:22 main:574] : INFO : Epoch 1721 | loss: 0.0312006 | val_loss: 0.0312045 | Time: 8674.74 ms [2022-01-29 00:19:31 main:574] : INFO : Epoch 1722 | loss: 0.0312009 | val_loss: 0.0312027 | Time: 8751.29 ms [2022-01-29 00:19:40 main:574] : INFO : Epoch 1723 | loss: 0.031199 | val_loss: 0.0312031 | Time: 8866.59 ms [2022-01-29 00:19:48 main:574] : INFO : Epoch 1724 | loss: 0.0312 | val_loss: 0.0312033 | Time: 8802.93 ms [2022-01-29 00:19:57 main:574] : INFO : Epoch 1725 | loss: 0.0311994 | val_loss: 0.0312031 | Time: 8735.23 ms [2022-01-29 00:20:06 main:574] : INFO : Epoch 1726 | loss: 0.0311985 | val_loss: 0.031204 | Time: 8651.3 ms [2022-01-29 00:20:14 main:574] : INFO : Epoch 1727 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 8410.69 ms [2022-01-29 00:20:23 main:574] : INFO : Epoch 1728 | loss: 0.0311981 | val_loss: 0.0312019 | Time: 8760.18 ms [2022-01-29 00:20:32 main:574] : INFO : Epoch 1729 | loss: 0.0311992 | val_loss: 0.0312033 | Time: 9048.79 ms [2022-01-29 00:20:41 main:574] : INFO : Epoch 1730 | loss: 0.0311982 | val_loss: 0.0312032 | Time: 8907.05 ms [2022-01-29 00:20:50 main:574] : INFO : Epoch 1731 | loss: 0.0311995 | val_loss: 0.0312049 | Time: 8617.52 ms [2022-01-29 00:20:58 main:574] : INFO : Epoch 1732 | loss: 0.0311989 | val_loss: 0.0312068 | Time: 8355.9 ms [2022-01-29 00:21:07 main:574] : INFO : Epoch 1733 | loss: 0.0311988 | val_loss: 0.0312055 | Time: 8612.58 ms [2022-01-29 00:21:16 main:574] : INFO : Epoch 1734 | loss: 0.0311987 | val_loss: 0.0312036 | Time: 8760.03 ms [2022-01-29 00:21:24 main:574] : INFO : Epoch 1735 | loss: 0.0311986 | val_loss: 0.0312053 | Time: 8644.26 ms [2022-01-29 00:21:33 main:574] : INFO : Epoch 1736 | loss: 0.0311988 | val_loss: 0.031203 | Time: 8748.25 ms [2022-01-29 00:21:42 main:574] : INFO : Epoch 1737 | loss: 0.0311986 | val_loss: 0.0312042 | Time: 8601.15 ms [2022-01-29 00:21:50 main:574] : INFO : Epoch 1738 | loss: 0.0312013 | val_loss: 0.0312037 | Time: 8480.75 ms [2022-01-29 00:21:59 main:574] : INFO : Epoch 1739 | loss: 0.0312004 | val_loss: 0.0312105 | Time: 8744.06 ms [2022-01-29 00:22:08 main:574] : INFO : Epoch 1740 | loss: 0.0311999 | val_loss: 0.0312059 | Time: 8646.74 ms [2022-01-29 00:22:16 main:574] : INFO : Epoch 1741 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 8514.35 ms [2022-01-29 00:22:25 main:574] : INFO : Epoch 1742 | loss: 0.0311986 | val_loss: 0.0312015 | Time: 8364.97 ms [2022-01-29 00:22:33 main:574] : INFO : Epoch 1743 | loss: 0.0311982 | val_loss: 0.0312016 | Time: 8526.44 ms [2022-01-29 00:22:42 main:574] : INFO : Epoch 1744 | loss: 0.0311985 | val_loss: 0.0312016 | Time: 8775.33 ms [2022-01-29 00:22:51 main:574] : INFO : Epoch 1745 | loss: 0.0311981 | val_loss: 0.0312023 | Time: 8653.58 ms [2022-01-29 00:23:00 main:574] : INFO : Epoch 1746 | loss: 0.0311999 | val_loss: 0.0312021 | Time: 9323.48 ms [2022-01-29 00:23:10 main:574] : INFO : Epoch 1747 | loss: 0.0311993 | val_loss: 0.0312019 | Time: 9382.26 ms [2022-01-29 00:23:19 main:574] : INFO : Epoch 1748 | loss: 0.0311988 | val_loss: 0.0312026 | Time: 8801.37 ms [2022-01-29 00:23:28 main:574] : INFO : Epoch 1749 | loss: 0.0311986 | val_loss: 0.0312036 | Time: 8924.99 ms [2022-01-29 00:23:36 main:574] : INFO : Epoch 1750 | loss: 0.0311987 | val_loss: 0.0312052 | Time: 8709.7 ms [2022-01-29 00:23:45 main:574] : INFO : Epoch 1751 | loss: 0.0311994 | val_loss: 0.0312038 | Time: 8503.04 ms [2022-01-29 00:23:53 main:574] : INFO : Epoch 1752 | loss: 0.0311994 | val_loss: 0.0312017 | Time: 8497.12 ms [2022-01-29 00:24:02 main:574] : INFO : Epoch 1753 | loss: 0.0311991 | val_loss: 0.0312026 | Time: 8404.4 ms [2022-01-29 00:24:10 main:574] : INFO : Epoch 1754 | loss: 0.0311976 | val_loss: 0.0312028 | Time: 8403.58 ms [2022-01-29 00:24:19 main:574] : INFO : Epoch 1755 | loss: 0.031198 | val_loss: 0.031202 | Time: 8751.24 ms [2022-01-29 00:24:28 main:574] : INFO : Epoch 1756 | loss: 0.0311976 | val_loss: 0.0312024 | Time: 8730.99 ms [2022-01-29 00:24:37 main:574] : INFO : Epoch 1757 | loss: 0.0311969 | val_loss: 0.0312015 | Time: 8533.81 ms [2022-01-29 00:24:45 main:574] : INFO : Epoch 1758 | loss: 0.0311969 | val_loss: 0.031202 | Time: 8425.74 ms [2022-01-29 00:24:54 main:574] : INFO : Epoch 1759 | loss: 0.0311973 | val_loss: 0.0312018 | Time: 8787.95 ms [2022-01-29 00:25:03 main:574] : INFO : Epoch 1760 | loss: 0.0311975 | val_loss: 0.0312025 | Time: 8709.28 ms [2022-01-29 00:25:11 main:574] : INFO : Epoch 1761 | loss: 0.0311984 | val_loss: 0.0312025 | Time: 8735.01 ms [2022-01-29 00:25:20 main:574] : INFO : Epoch 1762 | loss: 0.0311967 | val_loss: 0.0312017 | Time: 8660.06 ms [2022-01-29 00:25:29 main:574] : INFO : Epoch 1763 | loss: 0.0311964 | val_loss: 0.0312022 | Time: 8739.7 ms [2022-01-29 00:25:38 main:574] : INFO : Epoch 1764 | loss: 0.0311967 | val_loss: 0.0312016 | Time: 8697.87 ms [2022-01-29 00:25:46 main:574] : INFO : Epoch 1765 | loss: 0.0311983 | val_loss: 0.0312052 | Time: 8773.06 ms [2022-01-29 00:25:55 main:574] : INFO : Epoch 1766 | loss: 0.0311973 | val_loss: 0.0312029 | Time: 8439.07 ms [2022-01-29 00:26:03 main:574] : INFO : Epoch 1767 | loss: 0.0311976 | val_loss: 0.0312023 | Time: 8380.73 ms [2022-01-29 00:26:12 main:574] : INFO : Epoch 1768 | loss: 0.0311968 | val_loss: 0.0312037 | Time: 8268.7 ms [2022-01-29 00:26:20 main:574] : INFO : Epoch 1769 | loss: 0.031198 | val_loss: 0.0312028 | Time: 8524.7 ms [2022-01-29 00:26:29 main:574] : INFO : Epoch 1770 | loss: 0.0311975 | val_loss: 0.0312022 | Time: 8583.29 ms [2022-01-29 00:26:38 main:574] : INFO : Epoch 1771 | loss: 0.0311979 | val_loss: 0.0312046 | Time: 9111.48 ms [2022-01-29 00:26:47 main:574] : INFO : Epoch 1772 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 8755.23 ms [2022-01-29 00:26:55 main:574] : INFO : Epoch 1773 | loss: 0.0311969 | val_loss: 0.0312018 | Time: 8333.5 ms [2022-01-29 00:27:04 main:574] : INFO : Epoch 1774 | loss: 0.0311964 | val_loss: 0.0312016 | Time: 8468.95 ms [2022-01-29 00:27:12 main:574] : INFO : Epoch 1775 | loss: 0.0311969 | val_loss: 0.0312021 | Time: 8582.75 ms [2022-01-29 00:27:21 main:574] : INFO : Epoch 1776 | loss: 0.0311969 | val_loss: 0.0312035 | Time: 8477.73 ms [2022-01-29 00:27:30 main:574] : INFO : Epoch 1777 | loss: 0.0311967 | val_loss: 0.031202 | Time: 8563.29 ms [2022-01-29 00:27:38 main:574] : INFO : Epoch 1778 | loss: 0.0311966 | val_loss: 0.031202 | Time: 8703.62 ms [2022-01-29 00:27:47 main:574] : INFO : Epoch 1779 | loss: 0.031196 | val_loss: 0.0312027 | Time: 8593.68 ms [2022-01-29 00:27:56 main:574] : INFO : Epoch 1780 | loss: 0.0311964 | val_loss: 0.031202 | Time: 8528.79 ms [2022-01-29 00:28:05 main:574] : INFO : Epoch 1781 | loss: 0.0311966 | val_loss: 0.0312021 | Time: 8966.23 ms [2022-01-29 00:28:13 main:574] : INFO : Epoch 1782 | loss: 0.0311971 | val_loss: 0.0312021 | Time: 8460.42 ms [2022-01-29 00:28:22 main:574] : INFO : Epoch 1783 | loss: 0.0311968 | val_loss: 0.0312017 | Time: 8356.75 ms [2022-01-29 00:28:31 main:574] : INFO : Epoch 1784 | loss: 0.0311958 | val_loss: 0.0312017 | Time: 8811.6 ms [2022-01-29 00:28:39 main:574] : INFO : Epoch 1785 | loss: 0.0311963 | val_loss: 0.031203 | Time: 8390.38 ms [2022-01-29 00:28:48 main:574] : INFO : Epoch 1786 | loss: 0.0311973 | val_loss: 0.0312065 | Time: 8828.36 ms [2022-01-29 00:28:57 main:574] : INFO : Epoch 1787 | loss: 0.0311986 | val_loss: 0.0312052 | Time: 8705.1 ms [2022-01-29 00:29:05 main:574] : INFO : Epoch 1788 | loss: 0.0311985 | val_loss: 0.0312062 | Time: 8486.41 ms [2022-01-29 00:29:14 main:574] : INFO : Epoch 1789 | loss: 0.0311976 | val_loss: 0.0312023 | Time: 8452.59 ms [2022-01-29 00:29:22 main:574] : INFO : Epoch 1790 | loss: 0.0311967 | val_loss: 0.0312021 | Time: 8543.2 ms [2022-01-29 00:29:31 main:574] : INFO : Epoch 1791 | loss: 0.0311985 | val_loss: 0.0312029 | Time: 8553.33 ms [2022-01-29 00:29:39 main:574] : INFO : Epoch 1792 | loss: 0.0311967 | val_loss: 0.0312023 | Time: 8538.35 ms [2022-01-29 00:29:48 main:574] : INFO : Epoch 1793 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 8638.64 ms [2022-01-29 00:29:57 main:574] : INFO : Epoch 1794 | loss: 0.0311957 | val_loss: 0.0312024 | Time: 8521.6 ms [2022-01-29 00:30:05 main:574] : INFO : Epoch 1795 | loss: 0.0311961 | val_loss: 0.0312024 | Time: 8429.76 ms [2022-01-29 00:30:14 main:574] : INFO : Epoch 1796 | loss: 0.0311955 | val_loss: 0.0312022 | Time: 8522.01 ms [2022-01-29 00:30:23 main:574] : INFO : Epoch 1797 | loss: 0.0311957 | val_loss: 0.031202 | Time: 9098.61 ms [2022-01-29 00:30:32 main:574] : INFO : Epoch 1798 | loss: 0.031196 | val_loss: 0.0312037 | Time: 8731.2 ms [2022-01-29 00:30:41 main:574] : INFO : Epoch 1799 | loss: 0.0311977 | val_loss: 0.0312039 | Time: 9020.04 ms [2022-01-29 00:30:50 main:574] : INFO : Epoch 1800 | loss: 0.0311963 | val_loss: 0.0312013 | Time: 8857.92 ms [2022-01-29 00:30:58 main:574] : INFO : Epoch 1801 | loss: 0.0311956 | val_loss: 0.031202 | Time: 8470.59 ms [2022-01-29 00:31:07 main:574] : INFO : Epoch 1802 | loss: 0.0311961 | val_loss: 0.0312023 | Time: 8664.81 ms [2022-01-29 00:31:16 main:574] : INFO : Epoch 1803 | loss: 0.0311957 | val_loss: 0.0312023 | Time: 8882.72 ms [2022-01-29 00:31:24 main:574] : INFO : Epoch 1804 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 8401.76 ms [2022-01-29 00:31:33 main:574] : INFO : Epoch 1805 | loss: 0.0311958 | val_loss: 0.0312031 | Time: 8385.37 ms [2022-01-29 00:31:41 main:574] : INFO : Epoch 1806 | loss: 0.0311962 | val_loss: 0.0312014 | Time: 8549.85 ms [2022-01-29 00:31:50 main:574] : INFO : Epoch 1807 | loss: 0.0311955 | val_loss: 0.0312019 | Time: 8567.81 ms [2022-01-29 00:31:59 main:574] : INFO : Epoch 1808 | loss: 0.0311959 | val_loss: 0.0312014 | Time: 8843.6 ms [2022-01-29 00:32:08 main:574] : INFO : Epoch 1809 | loss: 0.0311957 | val_loss: 0.031202 | Time: 9153.62 ms [2022-01-29 00:32:17 main:574] : INFO : Epoch 1810 | loss: 0.0311964 | val_loss: 0.031204 | Time: 8582.44 ms [2022-01-29 00:32:25 main:574] : INFO : Epoch 1811 | loss: 0.0311958 | val_loss: 0.0312016 | Time: 8457.55 ms [2022-01-29 00:32:34 main:574] : INFO : Epoch 1812 | loss: 0.0311962 | val_loss: 0.0312028 | Time: 8542.4 ms [2022-01-29 00:32:43 main:574] : INFO : Epoch 1813 | loss: 0.0311962 | val_loss: 0.0312028 | Time: 8794.98 ms [2022-01-29 00:32:51 main:574] : INFO : Epoch 1814 | loss: 0.0311963 | val_loss: 0.0312033 | Time: 8573.82 ms [2022-01-29 00:33:00 main:574] : INFO : Epoch 1815 | loss: 0.0311959 | val_loss: 0.0312026 | Time: 8408.68 ms [2022-01-29 00:33:08 main:574] : INFO : Epoch 1816 | loss: 0.0311968 | val_loss: 0.0312013 | Time: 8267.65 ms [2022-01-29 00:33:17 main:574] : INFO : Epoch 1817 | loss: 0.0311965 | val_loss: 0.0312025 | Time: 8478.13 ms [2022-01-29 00:33:26 main:574] : INFO : Epoch 1818 | loss: 0.0311962 | val_loss: 0.0312032 | Time: 8794.55 ms [2022-01-29 00:33:34 main:574] : INFO : Epoch 1819 | loss: 0.0311964 | val_loss: 0.0312016 | Time: 8628.21 ms [2022-01-29 00:33:43 main:574] : INFO : Epoch 1820 | loss: 0.0311958 | val_loss: 0.0312018 | Time: 8295.37 ms [2022-01-29 00:33:51 main:574] : INFO : Epoch 1821 | loss: 0.0311959 | val_loss: 0.0312018 | Time: 8392.56 ms [2022-01-29 00:34:00 main:574] : INFO : Epoch 1822 | loss: 0.0311967 | val_loss: 0.0312032 | Time: 8604.79 ms [2022-01-29 00:34:08 main:574] : INFO : Epoch 1823 | loss: 0.0311957 | val_loss: 0.0312029 | Time: 8557.41 ms [2022-01-29 00:34:17 main:574] : INFO : Epoch 1824 | loss: 0.0311964 | val_loss: 0.031202 | Time: 8739.65 ms [2022-01-29 00:34:26 main:574] : INFO : Epoch 1825 | loss: 0.031196 | val_loss: 0.0312044 | Time: 8722.57 ms [2022-01-29 00:34:34 main:574] : INFO : Epoch 1826 | loss: 0.031196 | val_loss: 0.0312047 | Time: 8544.82 ms [2022-01-29 00:34:43 main:574] : INFO : Epoch 1827 | loss: 0.0311965 | val_loss: 0.0312027 | Time: 8852 ms [2022-01-29 00:34:52 main:574] : INFO : Epoch 1828 | loss: 0.0311966 | val_loss: 0.0312021 | Time: 8619.35 ms [2022-01-29 00:35:01 main:574] : INFO : Epoch 1829 | loss: 0.0311991 | val_loss: 0.0312093 | Time: 8778.16 ms [2022-01-29 00:35:10 main:574] : INFO : Epoch 1830 | loss: 0.0311987 | val_loss: 0.0312047 | Time: 8816.47 ms [2022-01-29 00:35:19 main:574] : INFO : Epoch 1831 | loss: 0.0311961 | val_loss: 0.0312014 | Time: 8772.86 ms [2022-01-29 00:35:27 main:574] : INFO : Epoch 1832 | loss: 0.0311954 | val_loss: 0.0312027 | Time: 8601.32 ms [2022-01-29 00:35:36 main:574] : INFO : Epoch 1833 | loss: 0.0311954 | val_loss: 0.0312028 | Time: 8557.17 ms [2022-01-29 00:35:45 main:574] : INFO : Epoch 1834 | loss: 0.0311956 | val_loss: 0.0312058 | Time: 8821.34 ms [2022-01-29 00:35:53 main:574] : INFO : Epoch 1835 | loss: 0.0311969 | val_loss: 0.0312022 | Time: 8647.2 ms [2022-01-29 00:36:02 main:574] : INFO : Epoch 1836 | loss: 0.0311956 | val_loss: 0.0312028 | Time: 8797.21 ms [2022-01-29 00:36:11 main:574] : INFO : Epoch 1837 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 8533.17 ms [2022-01-29 00:36:19 main:574] : INFO : Epoch 1838 | loss: 0.0311966 | val_loss: 0.0312028 | Time: 8320.51 ms [2022-01-29 00:36:28 main:574] : INFO : Epoch 1839 | loss: 0.031197 | val_loss: 0.0312023 | Time: 8734.7 ms [2022-01-29 00:36:37 main:574] : INFO : Epoch 1840 | loss: 0.0311957 | val_loss: 0.0312015 | Time: 8704.67 ms [2022-01-29 00:36:45 main:574] : INFO : Epoch 1841 | loss: 0.0311959 | val_loss: 0.031202 | Time: 8518.31 ms [2022-01-29 00:36:54 main:574] : INFO : Epoch 1842 | loss: 0.0311951 | val_loss: 0.031202 | Time: 8490.18 ms [2022-01-29 00:37:02 main:574] : INFO : Epoch 1843 | loss: 0.0311956 | val_loss: 0.0312036 | Time: 8400.42 ms [2022-01-29 00:37:11 main:574] : INFO : Epoch 1844 | loss: 0.031196 | val_loss: 0.0312027 | Time: 8664.74 ms [2022-01-29 00:37:20 main:574] : INFO : Epoch 1845 | loss: 0.0311953 | val_loss: 0.0312021 | Time: 8737.77 ms [2022-01-29 00:37:28 main:574] : INFO : Epoch 1846 | loss: 0.0311951 | val_loss: 0.0312017 | Time: 8487.27 ms [2022-01-29 00:37:37 main:574] : INFO : Epoch 1847 | loss: 0.0311958 | val_loss: 0.0312062 | Time: 8343.49 ms [2022-01-29 00:37:45 main:574] : INFO : Epoch 1848 | loss: 0.0311971 | val_loss: 0.0312022 | Time: 8499.53 ms [2022-01-29 00:37:54 main:574] : INFO : Epoch 1849 | loss: 0.0311958 | val_loss: 0.0312047 | Time: 8340.56 ms [2022-01-29 00:38:02 main:574] : INFO : Epoch 1850 | loss: 0.0311967 | val_loss: 0.0312047 | Time: 8574.1 ms [2022-01-29 00:38:11 main:574] : INFO : Epoch 1851 | loss: 0.0311956 | val_loss: 0.0312017 | Time: 8567.71 ms [2022-01-29 00:38:20 main:574] : INFO : Epoch 1852 | loss: 0.0311952 | val_loss: 0.0312024 | Time: 8579.22 ms [2022-01-29 00:38:28 main:574] : INFO : Epoch 1853 | loss: 0.0311955 | val_loss: 0.031202 | Time: 8497.59 ms [2022-01-29 00:38:37 main:574] : INFO : Epoch 1854 | loss: 0.0311959 | val_loss: 0.031202 | Time: 8313.53 ms [2022-01-29 00:38:45 main:574] : INFO : Epoch 1855 | loss: 0.0311955 | val_loss: 0.0312028 | Time: 8754.45 ms [2022-01-29 00:38:54 main:574] : INFO : Epoch 1856 | loss: 0.0311957 | val_loss: 0.0312022 | Time: 8764.28 ms [2022-01-29 00:39:03 main:574] : INFO : Epoch 1857 | loss: 0.0311951 | val_loss: 0.0312017 | Time: 8884.91 ms [2022-01-29 00:39:12 main:574] : INFO : Epoch 1858 | loss: 0.0311952 | val_loss: 0.0312032 | Time: 8781.65 ms [2022-01-29 00:39:21 main:574] : INFO : Epoch 1859 | loss: 0.0311958 | val_loss: 0.0312038 | Time: 8473.06 ms [2022-01-29 00:39:29 main:574] : INFO : Epoch 1860 | loss: 0.0311961 | val_loss: 0.0312019 | Time: 8458.87 ms [2022-01-29 00:39:38 main:574] : INFO : Epoch 1861 | loss: 0.0311958 | val_loss: 0.031202 | Time: 8659.49 ms [2022-01-29 00:39:47 main:574] : INFO : Epoch 1862 | loss: 0.0311968 | val_loss: 0.0312016 | Time: 8857.97 ms [2022-01-29 00:39:56 main:574] : INFO : Epoch 1863 | loss: 0.0311964 | val_loss: 0.0312017 | Time: 8898.48 ms [2022-01-29 00:40:05 main:574] : INFO : Epoch 1864 | loss: 0.0311949 | val_loss: 0.0312036 | Time: 9430.65 ms [2022-01-29 00:40:14 main:574] : INFO : Epoch 1865 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 8754.84 ms [2022-01-29 00:40:23 main:574] : INFO : Epoch 1866 | loss: 0.0311966 | val_loss: 0.0312016 | Time: 8708.02 ms [2022-01-29 00:40:31 main:574] : INFO : Epoch 1867 | loss: 0.0311949 | val_loss: 0.0312026 | Time: 8676.48 ms [2022-01-29 00:40:40 main:574] : INFO : Epoch 1868 | loss: 0.0311962 | val_loss: 0.0312017 | Time: 8787.66 ms [2022-01-29 00:40:49 main:574] : INFO : Epoch 1869 | loss: 0.0311972 | val_loss: 0.0312098 | Time: 8864.85 ms [2022-01-29 00:40:58 main:574] : INFO : Epoch 1870 | loss: 0.0311971 | val_loss: 0.0312056 | Time: 8705.01 ms [2022-01-29 00:41:07 main:574] : INFO : Epoch 1871 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 8862.44 ms [2022-01-29 00:41:16 main:574] : INFO : Epoch 1872 | loss: 0.0311954 | val_loss: 0.0312023 | Time: 8765.68 ms [2022-01-29 00:41:24 main:574] : INFO : Epoch 1873 | loss: 0.0311965 | val_loss: 0.0312058 | Time: 8458.22 ms [2022-01-29 00:41:33 main:574] : INFO : Epoch 1874 | loss: 0.0311958 | val_loss: 0.0312017 | Time: 8582.3 ms [2022-01-29 00:41:41 main:574] : INFO : Epoch 1875 | loss: 0.0311948 | val_loss: 0.0312018 | Time: 8503.68 ms [2022-01-29 00:41:50 main:574] : INFO : Epoch 1876 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 8332.94 ms [2022-01-29 00:41:59 main:574] : INFO : Epoch 1877 | loss: 0.0311966 | val_loss: 0.0312099 | Time: 8790.8 ms [2022-01-29 00:42:07 main:574] : INFO : Epoch 1878 | loss: 0.0311978 | val_loss: 0.0312024 | Time: 8236.15 ms [2022-01-29 00:42:15 main:574] : INFO : Epoch 1879 | loss: 0.0311948 | val_loss: 0.0312023 | Time: 8066.73 ms [2022-01-29 00:42:23 main:574] : INFO : Epoch 1880 | loss: 0.031195 | val_loss: 0.0312016 | Time: 8256.76 ms [2022-01-29 00:42:32 main:574] : INFO : Epoch 1881 | loss: 0.0311963 | val_loss: 0.0312028 | Time: 8140.45 ms [2022-01-29 00:42:40 main:574] : INFO : Epoch 1882 | loss: 0.0311978 | val_loss: 0.0312049 | Time: 8587.29 ms [2022-01-29 00:42:48 main:574] : INFO : Epoch 1883 | loss: 0.031199 | val_loss: 0.0312037 | Time: 8144.43 ms [2022-01-29 00:42:57 main:574] : INFO : Epoch 1884 | loss: 0.0311971 | val_loss: 0.0312064 | Time: 8225.56 ms [2022-01-29 00:43:05 main:574] : INFO : Epoch 1885 | loss: 0.0311966 | val_loss: 0.0312021 | Time: 8127.62 ms [2022-01-29 00:43:13 main:574] : INFO : Epoch 1886 | loss: 0.0311971 | val_loss: 0.0312028 | Time: 8279.23 ms [2022-01-29 00:43:21 main:574] : INFO : Epoch 1887 | loss: 0.0311973 | val_loss: 0.0312039 | Time: 8146.64 ms [2022-01-29 00:43:30 main:574] : INFO : Epoch 1888 | loss: 0.0311985 | val_loss: 0.0312054 | Time: 8168.76 ms [2022-01-29 00:43:38 main:574] : INFO : Epoch 1889 | loss: 0.0311973 | val_loss: 0.0312048 | Time: 8112.56 ms [2022-01-29 00:43:47 main:574] : INFO : Epoch 1890 | loss: 0.0311954 | val_loss: 0.0312021 | Time: 8717.41 ms [2022-01-29 00:43:56 main:574] : INFO : Epoch 1891 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 9679.53 ms [2022-01-29 00:44:05 main:574] : INFO : Epoch 1892 | loss: 0.031195 | val_loss: 0.0312032 | Time: 8315.73 ms [2022-01-29 00:44:13 main:574] : INFO : Epoch 1893 | loss: 0.0311953 | val_loss: 0.0312036 | Time: 8172.28 ms [2022-01-29 00:44:21 main:574] : INFO : Epoch 1894 | loss: 0.031195 | val_loss: 0.0312035 | Time: 8311.74 ms [2022-01-29 00:44:30 main:574] : INFO : Epoch 1895 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 8550.37 ms [2022-01-29 00:44:38 main:574] : INFO : Epoch 1896 | loss: 0.0311952 | val_loss: 0.0312027 | Time: 8347.29 ms [2022-01-29 00:44:47 main:574] : INFO : Epoch 1897 | loss: 0.0311954 | val_loss: 0.0312048 | Time: 8745.39 ms [2022-01-29 00:44:55 main:574] : INFO : Epoch 1898 | loss: 0.0311959 | val_loss: 0.0312022 | Time: 8314.09 ms [2022-01-29 00:45:04 main:574] : INFO : Epoch 1899 | loss: 0.0311952 | val_loss: 0.0312047 | Time: 8416.76 ms [2022-01-29 00:45:12 main:574] : INFO : Epoch 1900 | loss: 0.031195 | val_loss: 0.0312027 | Time: 8300.88 ms [2022-01-29 00:45:20 main:574] : INFO : Epoch 1901 | loss: 0.0311954 | val_loss: 0.0312038 | Time: 8119.02 ms [2022-01-29 00:45:29 main:574] : INFO : Epoch 1902 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 8394.64 ms [2022-01-29 00:45:37 main:574] : INFO : Epoch 1903 | loss: 0.0311953 | val_loss: 0.0312042 | Time: 8190.22 ms [2022-01-29 00:45:46 main:574] : INFO : Epoch 1904 | loss: 0.0311957 | val_loss: 0.0312032 | Time: 8665.06 ms [2022-01-29 00:45:57 main:574] : INFO : Epoch 1905 | loss: 0.0311948 | val_loss: 0.0312021 | Time: 11330.8 ms [2022-01-29 00:46:06 main:574] : INFO : Epoch 1906 | loss: 0.0311971 | val_loss: 0.0312094 | Time: 8516.06 ms [2022-01-29 00:46:15 main:574] : INFO : Epoch 1907 | loss: 0.0311962 | val_loss: 0.0312027 | Time: 8564.92 ms [2022-01-29 00:46:23 main:574] : INFO : Epoch 1908 | loss: 0.0311956 | val_loss: 0.0312038 | Time: 8407.32 ms [2022-01-29 00:46:31 main:574] : INFO : Epoch 1909 | loss: 0.031195 | val_loss: 0.0312024 | Time: 8059.63 ms [2022-01-29 00:46:39 main:574] : INFO : Epoch 1910 | loss: 0.0311949 | val_loss: 0.0312027 | Time: 8127.01 ms [2022-01-29 00:46:47 main:574] : INFO : Epoch 1911 | loss: 0.0311949 | val_loss: 0.031202 | Time: 8079.31 ms [2022-01-29 00:46:56 main:574] : INFO : Epoch 1912 | loss: 0.0311948 | val_loss: 0.031202 | Time: 8408.51 ms [2022-01-29 00:47:05 main:574] : INFO : Epoch 1913 | loss: 0.0311945 | val_loss: 0.0312024 | Time: 8523.01 ms [2022-01-29 00:47:13 main:574] : INFO : Epoch 1914 | loss: 0.0311942 | val_loss: 0.0312035 | Time: 8056.5 ms [2022-01-29 00:47:21 main:574] : INFO : Epoch 1915 | loss: 0.0311944 | val_loss: 0.0312022 | Time: 8027.08 ms [2022-01-29 00:47:29 main:574] : INFO : Epoch 1916 | loss: 0.0311941 | val_loss: 0.0312046 | Time: 8132.06 ms [2022-01-29 00:47:37 main:574] : INFO : Epoch 1917 | loss: 0.0311951 | val_loss: 0.0312023 | Time: 8200.78 ms [2022-01-29 00:47:45 main:574] : INFO : Epoch 1918 | loss: 0.031195 | val_loss: 0.031203 | Time: 8179.56 ms [2022-01-29 00:47:53 main:574] : INFO : Epoch 1919 | loss: 0.0311957 | val_loss: 0.0312027 | Time: 8088.88 ms [2022-01-29 00:48:02 main:574] : INFO : Epoch 1920 | loss: 0.031196 | val_loss: 0.0312023 | Time: 8014.52 ms [2022-01-29 00:48:10 main:574] : INFO : Epoch 1921 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 8348.55 ms [2022-01-29 00:48:18 main:574] : INFO : Epoch 1922 | loss: 0.0311954 | val_loss: 0.0312029 | Time: 7941.56 ms [2022-01-29 00:48:26 main:574] : INFO : Epoch 1923 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 8010.22 ms [2022-01-29 00:48:34 main:574] : INFO : Epoch 1924 | loss: 0.0311948 | val_loss: 0.0312016 | Time: 7837.69 ms [2022-01-29 00:48:42 main:574] : INFO : Epoch 1925 | loss: 0.031195 | val_loss: 0.0312031 | Time: 7990.93 ms [2022-01-29 00:48:50 main:574] : INFO : Epoch 1926 | loss: 0.0311961 | val_loss: 0.0312041 | Time: 8085.82 ms [2022-01-29 00:48:58 main:574] : INFO : Epoch 1927 | loss: 0.031195 | val_loss: 0.0312031 | Time: 8032.91 ms [2022-01-29 00:49:06 main:574] : INFO : Epoch 1928 | loss: 0.0311953 | val_loss: 0.0312017 | Time: 7956.94 ms [2022-01-29 00:49:14 main:574] : INFO : Epoch 1929 | loss: 0.0311947 | val_loss: 0.0312026 | Time: 8040.99 ms [2022-01-29 00:49:22 main:574] : INFO : Epoch 1930 | loss: 0.0311955 | val_loss: 0.031202 | Time: 7927.32 ms [2022-01-29 00:49:30 main:574] : INFO : Epoch 1931 | loss: 0.0311946 | val_loss: 0.0312026 | Time: 7980.94 ms [2022-01-29 00:49:38 main:574] : INFO : Epoch 1932 | loss: 0.0311951 | val_loss: 0.0312048 | Time: 8051.02 ms [2022-01-29 00:49:46 main:574] : INFO : Epoch 1933 | loss: 0.0311959 | val_loss: 0.0312047 | Time: 7953.8 ms [2022-01-29 00:49:54 main:574] : INFO : Epoch 1934 | loss: 0.0311948 | val_loss: 0.0312038 | Time: 7925.52 ms [2022-01-29 00:50:03 main:574] : INFO : Epoch 1935 | loss: 0.0311947 | val_loss: 0.0312028 | Time: 8086 ms [2022-01-29 00:50:11 main:574] : INFO : Epoch 1936 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 7901.57 ms [2022-01-29 00:50:18 main:574] : INFO : Epoch 1937 | loss: 0.0311943 | val_loss: 0.0312043 | Time: 7836.75 ms [2022-01-29 00:50:26 main:574] : INFO : Epoch 1938 | loss: 0.0311944 | val_loss: 0.0312034 | Time: 7931.51 ms [2022-01-29 00:50:35 main:574] : INFO : Epoch 1939 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 8118.49 ms [2022-01-29 00:50:42 main:574] : INFO : Epoch 1940 | loss: 0.0311939 | val_loss: 0.0312021 | Time: 7845.41 ms [2022-01-29 00:50:51 main:574] : INFO : Epoch 1941 | loss: 0.0311944 | val_loss: 0.0312032 | Time: 8056.38 ms [2022-01-29 00:50:59 main:574] : INFO : Epoch 1942 | loss: 0.0311969 | val_loss: 0.031205 | Time: 7974.04 ms [2022-01-29 00:51:07 main:574] : INFO : Epoch 1943 | loss: 0.0311946 | val_loss: 0.0312031 | Time: 7930.81 ms [2022-01-29 00:51:15 main:574] : INFO : Epoch 1944 | loss: 0.0311943 | val_loss: 0.0312022 | Time: 7995.31 ms [2022-01-29 00:51:23 main:574] : INFO : Epoch 1945 | loss: 0.0311952 | val_loss: 0.0312047 | Time: 8151.23 ms [2022-01-29 00:51:31 main:574] : INFO : Epoch 1946 | loss: 0.0311969 | val_loss: 0.0312027 | Time: 8038.82 ms [2022-01-29 00:51:39 main:574] : INFO : Epoch 1947 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 7982.47 ms [2022-01-29 00:51:47 main:574] : INFO : Epoch 1948 | loss: 0.0311957 | val_loss: 0.031202 | Time: 7999.85 ms [2022-01-29 00:51:55 main:574] : INFO : Epoch 1949 | loss: 0.0311961 | val_loss: 0.0312022 | Time: 7822.06 ms [2022-01-29 00:52:03 main:574] : INFO : Epoch 1950 | loss: 0.0311948 | val_loss: 0.0312023 | Time: 8015.33 ms [2022-01-29 00:52:11 main:574] : INFO : Epoch 1951 | loss: 0.0311955 | val_loss: 0.0312039 | Time: 8107.48 ms [2022-01-29 00:52:19 main:574] : INFO : Epoch 1952 | loss: 0.0311957 | val_loss: 0.0312049 | Time: 7849.44 ms [2022-01-29 00:52:27 main:574] : INFO : Epoch 1953 | loss: 0.031195 | val_loss: 0.031205 | Time: 7946.42 ms [2022-01-29 00:52:35 main:574] : INFO : Epoch 1954 | loss: 0.0311942 | val_loss: 0.0312032 | Time: 7941.49 ms [2022-01-29 00:52:43 main:574] : INFO : Epoch 1955 | loss: 0.0311949 | val_loss: 0.031202 | Time: 7913.63 ms [2022-01-29 00:52:51 main:574] : INFO : Epoch 1956 | loss: 0.0311943 | val_loss: 0.031205 | Time: 8120.95 ms [2022-01-29 00:53:01 main:574] : INFO : Epoch 1957 | loss: 0.0311954 | val_loss: 0.0312041 | Time: 9407.18 ms [2022-01-29 00:53:09 main:574] : INFO : Epoch 1958 | loss: 0.0311951 | val_loss: 0.0312025 | Time: 8534.44 ms [2022-01-29 00:53:17 main:574] : INFO : Epoch 1959 | loss: 0.0311945 | val_loss: 0.0312028 | Time: 8079.52 ms [2022-01-29 00:53:25 main:574] : INFO : Epoch 1960 | loss: 0.0311948 | val_loss: 0.0312048 | Time: 8037.88 ms [2022-01-29 00:53:34 main:574] : INFO : Epoch 1961 | loss: 0.0311946 | val_loss: 0.0312023 | Time: 8561.84 ms [2022-01-29 00:53:46 main:574] : INFO : Epoch 1962 | loss: 0.0311948 | val_loss: 0.0312018 | Time: 11585.1 ms [2022-01-29 00:53:54 main:574] : INFO : Epoch 1963 | loss: 0.0311955 | val_loss: 0.0312034 | Time: 7931.92 ms [2022-01-29 00:54:02 main:574] : INFO : Epoch 1964 | loss: 0.0311953 | val_loss: 0.0312033 | Time: 8620.68 ms [2022-01-29 00:54:11 main:574] : INFO : Epoch 1965 | loss: 0.0311957 | val_loss: 0.0312061 | Time: 8154.36 ms [2022-01-29 00:54:19 main:574] : INFO : Epoch 1966 | loss: 0.0311947 | val_loss: 0.0312027 | Time: 8043.65 ms [2022-01-29 00:54:27 main:574] : INFO : Epoch 1967 | loss: 0.0311957 | val_loss: 0.0312024 | Time: 8138.04 ms [2022-01-29 00:54:35 main:574] : INFO : Epoch 1968 | loss: 0.0311956 | val_loss: 0.031204 | Time: 7900.44 ms [2022-01-29 00:54:43 main:574] : INFO : Epoch 1969 | loss: 0.0311969 | val_loss: 0.0312023 | Time: 8094.35 ms [2022-01-29 00:54:51 main:574] : INFO : Epoch 1970 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 7906.35 ms [2022-01-29 00:54:59 main:574] : INFO : Epoch 1971 | loss: 0.0311967 | val_loss: 0.0312056 | Time: 8285.15 ms [2022-01-29 00:55:07 main:574] : INFO : Epoch 1972 | loss: 0.0311994 | val_loss: 0.0312027 | Time: 7941.83 ms [2022-01-29 00:55:15 main:574] : INFO : Epoch 1973 | loss: 0.0311963 | val_loss: 0.031202 | Time: 8009.75 ms [2022-01-29 00:55:23 main:574] : INFO : Epoch 1974 | loss: 0.0311952 | val_loss: 0.0312028 | Time: 8006.56 ms [2022-01-29 00:55:31 main:574] : INFO : Epoch 1975 | loss: 0.0311943 | val_loss: 0.0312023 | Time: 7970.26 ms [2022-01-29 00:55:39 main:574] : INFO : Epoch 1976 | loss: 0.0311959 | val_loss: 0.0312027 | Time: 7983.57 ms [2022-01-29 00:55:48 main:574] : INFO : Epoch 1977 | loss: 0.0311944 | val_loss: 0.0312036 | Time: 8250.13 ms [2022-01-29 00:55:56 main:574] : INFO : Epoch 1978 | loss: 0.0311979 | val_loss: 0.0312036 | Time: 8069.17 ms [2022-01-29 00:56:04 main:574] : INFO : Epoch 1979 | loss: 0.0311951 | val_loss: 0.0312043 | Time: 7994.65 ms [2022-01-29 00:56:12 main:574] : INFO : Epoch 1980 | loss: 0.0311952 | val_loss: 0.0312024 | Time: 8124.89 ms [2022-01-29 00:56:20 main:574] : INFO : Epoch 1981 | loss: 0.0311946 | val_loss: 0.0312043 | Time: 7876.48 ms [2022-01-29 00:56:28 main:574] : INFO : Epoch 1982 | loss: 0.0311946 | val_loss: 0.0312017 | Time: 7963.06 ms [2022-01-29 00:56:36 main:574] : INFO : Epoch 1983 | loss: 0.031195 | val_loss: 0.0312056 | Time: 8097.43 ms [2022-01-29 00:56:44 main:574] : INFO : Epoch 1984 | loss: 0.0311951 | val_loss: 0.0312027 | Time: 8149.43 ms [2022-01-29 00:56:53 main:574] : INFO : Epoch 1985 | loss: 0.0311943 | val_loss: 0.0312017 | Time: 8235.85 ms [2022-01-29 00:57:01 main:574] : INFO : Epoch 1986 | loss: 0.0311947 | val_loss: 0.0312068 | Time: 8028.81 ms [2022-01-29 00:57:09 main:574] : INFO : Epoch 1987 | loss: 0.0311959 | val_loss: 0.031202 | Time: 7989.92 ms [2022-01-29 00:57:17 main:574] : INFO : Epoch 1988 | loss: 0.0311943 | val_loss: 0.0312025 | Time: 8679.01 ms [2022-01-29 00:57:27 main:574] : INFO : Epoch 1989 | loss: 0.0311955 | val_loss: 0.0312025 | Time: 9358.39 ms [2022-01-29 00:57:36 main:574] : INFO : Epoch 1990 | loss: 0.0311943 | val_loss: 0.0312023 | Time: 8603.34 ms [2022-01-29 00:57:44 main:574] : INFO : Epoch 1991 | loss: 0.0311943 | val_loss: 0.0312019 | Time: 8574.62 ms [2022-01-29 00:57:53 main:574] : INFO : Epoch 1992 | loss: 0.0311941 | val_loss: 0.0312084 | Time: 8595.46 ms [2022-01-29 00:58:01 main:574] : INFO : Epoch 1993 | loss: 0.0311947 | val_loss: 0.0312035 | Time: 8477.03 ms [2022-01-29 00:58:10 main:574] : INFO : Epoch 1994 | loss: 0.0311942 | val_loss: 0.0312022 | Time: 8504.56 ms [2022-01-29 00:58:19 main:574] : INFO : Epoch 1995 | loss: 0.0311961 | val_loss: 0.0312049 | Time: 8627.54 ms [2022-01-29 00:58:27 main:574] : INFO : Epoch 1996 | loss: 0.0312008 | val_loss: 0.0312092 | Time: 8804.62 ms [2022-01-29 00:58:36 main:574] : INFO : Epoch 1997 | loss: 0.0312245 | val_loss: 0.0312136 | Time: 8590.99 ms [2022-01-29 00:58:45 main:574] : INFO : Epoch 1998 | loss: 0.0313175 | val_loss: 0.0313044 | Time: 8763.81 ms [2022-01-29 00:58:54 main:574] : INFO : Epoch 1999 | loss: 0.0312352 | val_loss: 0.0312157 | Time: 8588.25 ms [2022-01-29 00:59:02 main:574] : INFO : Epoch 2000 | loss: 0.0312044 | val_loss: 0.0312068 | Time: 8525.72 ms [2022-01-29 00:59:11 main:574] : INFO : Epoch 2001 | loss: 0.0311966 | val_loss: 0.031208 | Time: 8486.69 ms [2022-01-29 00:59:19 main:574] : INFO : Epoch 2002 | loss: 0.0311958 | val_loss: 0.031203 | Time: 8532.8 ms [2022-01-29 00:59:28 main:574] : INFO : Epoch 2003 | loss: 0.0311952 | val_loss: 0.0312019 | Time: 8622.36 ms [2022-01-29 00:59:37 main:574] : INFO : Epoch 2004 | loss: 0.0311943 | val_loss: 0.0312029 | Time: 8587.31 ms [2022-01-29 00:59:45 main:574] : INFO : Epoch 2005 | loss: 0.031194 | val_loss: 0.0312022 | Time: 8471.31 ms [2022-01-29 00:59:54 main:574] : INFO : Epoch 2006 | loss: 0.0311945 | val_loss: 0.0312025 | Time: 8561.85 ms [2022-01-29 01:00:02 main:574] : INFO : Epoch 2007 | loss: 0.0311952 | val_loss: 0.0312042 | Time: 8535.66 ms [2022-01-29 01:00:11 main:574] : INFO : Epoch 2008 | loss: 0.0311963 | val_loss: 0.0312018 | Time: 8410.35 ms [2022-01-29 01:00:19 main:574] : INFO : Epoch 2009 | loss: 0.0311966 | val_loss: 0.0312068 | Time: 8538.48 ms [2022-01-29 01:00:28 main:574] : INFO : Epoch 2010 | loss: 0.0311964 | val_loss: 0.031203 | Time: 8874.33 ms [2022-01-29 01:00:37 main:574] : INFO : Epoch 2011 | loss: 0.0311991 | val_loss: 0.0312055 | Time: 8410.35 ms [2022-01-29 01:00:45 main:574] : INFO : Epoch 2012 | loss: 0.031197 | val_loss: 0.0312037 | Time: 8563.76 ms [2022-01-29 01:00:54 main:574] : INFO : Epoch 2013 | loss: 0.0311944 | val_loss: 0.0312032 | Time: 8505.49 ms [2022-01-29 01:01:03 main:574] : INFO : Epoch 2014 | loss: 0.0311941 | val_loss: 0.0312042 | Time: 8472.2 ms [2022-01-29 01:01:11 main:574] : INFO : Epoch 2015 | loss: 0.0311945 | val_loss: 0.0312035 | Time: 8506.51 ms [2022-01-29 01:01:20 main:574] : INFO : Epoch 2016 | loss: 0.0311962 | val_loss: 0.031202 | Time: 8430.11 ms [2022-01-29 01:01:28 main:574] : INFO : Epoch 2017 | loss: 0.0311944 | val_loss: 0.031204 | Time: 8473.79 ms [2022-01-29 01:01:37 main:574] : INFO : Epoch 2018 | loss: 0.0311937 | val_loss: 0.0312035 | Time: 8539.75 ms [2022-01-29 01:01:45 main:574] : INFO : Epoch 2019 | loss: 0.0311962 | val_loss: 0.0312057 | Time: 8492.21 ms [2022-01-29 01:01:54 main:574] : INFO : Epoch 2020 | loss: 0.0311946 | val_loss: 0.0312024 | Time: 8497.19 ms [2022-01-29 01:02:03 main:574] : INFO : Epoch 2021 | loss: 0.0311938 | val_loss: 0.0312038 | Time: 8657.66 ms [2022-01-29 01:02:11 main:574] : INFO : Epoch 2022 | loss: 0.0311951 | val_loss: 0.031206 | Time: 8639.19 ms [2022-01-29 01:02:20 main:574] : INFO : Epoch 2023 | loss: 0.0311953 | val_loss: 0.0312027 | Time: 8660.66 ms [2022-01-29 01:02:28 main:574] : INFO : Epoch 2024 | loss: 0.0311949 | val_loss: 0.0312024 | Time: 8418.08 ms [2022-01-29 01:02:37 main:574] : INFO : Epoch 2025 | loss: 0.0311948 | val_loss: 0.0312021 | Time: 8574.37 ms [2022-01-29 01:02:46 main:574] : INFO : Epoch 2026 | loss: 0.0311943 | val_loss: 0.0312031 | Time: 8530.64 ms [2022-01-29 01:02:54 main:574] : INFO : Epoch 2027 | loss: 0.0311941 | val_loss: 0.0312025 | Time: 8562.67 ms [2022-01-29 01:03:03 main:574] : INFO : Epoch 2028 | loss: 0.0311963 | val_loss: 0.0312059 | Time: 8362.09 ms [2022-01-29 01:03:11 main:574] : INFO : Epoch 2029 | loss: 0.0311968 | val_loss: 0.0312017 | Time: 8640.22 ms [2022-01-29 01:03:20 main:574] : INFO : Epoch 2030 | loss: 0.0311966 | val_loss: 0.0312068 | Time: 8463.89 ms [2022-01-29 01:03:28 main:574] : INFO : Epoch 2031 | loss: 0.0311992 | val_loss: 0.031206 | Time: 8453.56 ms [2022-01-29 01:03:37 main:574] : INFO : Epoch 2032 | loss: 0.0312019 | val_loss: 0.0312039 | Time: 8503.72 ms [2022-01-29 01:03:45 main:574] : INFO : Epoch 2033 | loss: 0.0312007 | val_loss: 0.0312052 | Time: 8426.61 ms [2022-01-29 01:03:54 main:574] : INFO : Epoch 2034 | loss: 0.0311982 | val_loss: 0.0312044 | Time: 8551.42 ms [2022-01-29 01:04:03 main:574] : INFO : Epoch 2035 | loss: 0.0311961 | val_loss: 0.0312031 | Time: 8584.06 ms [2022-01-29 01:04:12 main:574] : INFO : Epoch 2036 | loss: 0.0311954 | val_loss: 0.0312023 | Time: 9506.82 ms [2022-01-29 01:04:21 main:574] : INFO : Epoch 2037 | loss: 0.0311958 | val_loss: 0.0312028 | Time: 8401.54 ms [2022-01-29 01:04:29 main:574] : INFO : Epoch 2038 | loss: 0.0311949 | val_loss: 0.0312017 | Time: 8730.49 ms [2022-01-29 01:04:38 main:574] : INFO : Epoch 2039 | loss: 0.0311955 | val_loss: 0.031202 | Time: 8448.16 ms [2022-01-29 01:04:47 main:574] : INFO : Epoch 2040 | loss: 0.0311949 | val_loss: 0.0312038 | Time: 8814.29 ms [2022-01-29 01:04:55 main:574] : INFO : Epoch 2041 | loss: 0.0311957 | val_loss: 0.0312027 | Time: 8579.42 ms [2022-01-29 01:05:04 main:574] : INFO : Epoch 2042 | loss: 0.0311942 | val_loss: 0.0312023 | Time: 8535.58 ms [2022-01-29 01:05:13 main:574] : INFO : Epoch 2043 | loss: 0.0311953 | val_loss: 0.0312038 | Time: 8563.44 ms [2022-01-29 01:05:21 main:574] : INFO : Epoch 2044 | loss: 0.0311941 | val_loss: 0.0312022 | Time: 8492.2 ms [2022-01-29 01:05:30 main:574] : INFO : Epoch 2045 | loss: 0.0311949 | val_loss: 0.0312033 | Time: 8769.57 ms [2022-01-29 01:05:39 main:574] : INFO : Epoch 2046 | loss: 0.0311972 | val_loss: 0.0312021 | Time: 8509.96 ms [2022-01-29 01:05:47 main:574] : INFO : Epoch 2047 | loss: 0.0311953 | val_loss: 0.0312016 | Time: 8413.86 ms [2022-01-29 01:05:56 main:574] : INFO : Epoch 2048 | loss: 0.0311944 | val_loss: 0.031203 | Time: 8892.12 ms [2022-01-29 01:05:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031203 [2022-01-29 01:05:56 main:603] : INFO : Saving end state to config to file [2022-01-29 01:05:56 main:608] : INFO : Success, exiting.. 01:05:56 (7760): 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)