Task 7616868
| Name | ParityModified-1631730341-24141-2_0 |
| Workunit | 5270992 |
| Created | 26 Sep 2021, 23:55:16 UTC |
| Sent | 30 Sep 2021, 5:46:07 UTC |
| Report deadline | 7 Oct 2021, 5:46:07 UTC |
| Received | 30 Sep 2021, 19:17:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 57 min 33 sec |
| CPU time | 57 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :59:59 main:581] : INFO : Epoch 1538 | loss: 0.0312029 | val_loss: 0.0312101 | Time: 1684.19 ms [2021-09-30 15:00:01 main:581] : INFO : Epoch 1539 | loss: 0.031202 | val_loss: 0.0312065 | Time: 1657.71 ms [2021-09-30 15:00:03 main:581] : INFO : Epoch 1540 | loss: 0.0312017 | val_loss: 0.0312061 | Time: 1670.15 ms [2021-09-30 15:00:04 main:581] : INFO : Epoch 1541 | loss: 0.0312018 | val_loss: 0.0312078 | Time: 1658.97 ms [2021-09-30 15:00:06 main:581] : INFO : Epoch 1542 | loss: 0.0312017 | val_loss: 0.0312059 | Time: 1690.53 ms [2021-09-30 15:00:08 main:581] : INFO : Epoch 1543 | loss: 0.0312008 | val_loss: 0.0312066 | Time: 1693.19 ms [2021-09-30 15:00:09 main:581] : INFO : Epoch 1544 | loss: 0.031202 | val_loss: 0.0312166 | Time: 1639.48 ms [2021-09-30 15:00:11 main:581] : INFO : Epoch 1545 | loss: 0.031203 | val_loss: 0.0312076 | Time: 1666.73 ms [2021-09-30 15:00:13 main:581] : INFO : Epoch 1546 | loss: 0.0312019 | val_loss: 0.0312074 | Time: 1681.96 ms [2021-09-30 15:00:14 main:581] : INFO : Epoch 1547 | loss: 0.0312014 | val_loss: 0.0312076 | Time: 1701.09 ms [2021-09-30 15:00:16 main:581] : INFO : Epoch 1548 | loss: 0.0312012 | val_loss: 0.0312074 | Time: 1682.61 ms [2021-09-30 15:00:18 main:581] : INFO : Epoch 1549 | loss: 0.0312014 | val_loss: 0.0312079 | Time: 1664.82 ms [2021-09-30 15:00:20 main:581] : INFO : Epoch 1550 | loss: 0.0312032 | val_loss: 0.0312079 | Time: 1701.9 ms [2021-09-30 15:00:21 main:581] : INFO : Epoch 1551 | loss: 0.031202 | val_loss: 0.0312079 | Time: 1680.6 ms [2021-09-30 15:00:23 main:581] : INFO : Epoch 1552 | loss: 0.0312006 | val_loss: 0.0312076 | Time: 1688.17 ms [2021-09-30 15:00:25 main:581] : INFO : Epoch 1553 | loss: 0.0312015 | val_loss: 0.031209 | Time: 1647.49 ms [2021-09-30 15:00:26 main:581] : INFO : Epoch 1554 | loss: 0.0312009 | val_loss: 0.0312071 | Time: 1683.79 ms [2021-09-30 15:00:28 main:581] : INFO : Epoch 1555 | loss: 0.0311999 | val_loss: 0.0312069 | Time: 1674.39 ms [2021-09-30 15:00:30 main:581] : INFO : Epoch 1556 | loss: 0.0312005 | val_loss: 0.0312068 | Time: 1678.36 ms [2021-09-30 15:00:31 main:581] : INFO : Epoch 1557 | loss: 0.0312007 | val_loss: 0.0312071 | Time: 1691.27 ms [2021-09-30 15:00:33 main:581] : INFO : Epoch 1558 | loss: 0.0312011 | val_loss: 0.031208 | Time: 1661.3 ms [2021-09-30 15:00:35 main:581] : INFO : Epoch 1559 | loss: 0.0312002 | val_loss: 0.0312072 | Time: 1707.15 ms [2021-09-30 15:00:36 main:581] : INFO : Epoch 1560 | loss: 0.0312 | val_loss: 0.0312068 | Time: 1666.83 ms [2021-09-30 15:00:38 main:581] : INFO : Epoch 1561 | loss: 0.0311995 | val_loss: 0.0312075 | Time: 1676.97 ms [2021-09-30 15:00:40 main:581] : INFO : Epoch 1562 | loss: 0.0312008 | val_loss: 0.0312081 | Time: 1673.37 ms [2021-09-30 15:00:41 main:581] : INFO : Epoch 1563 | loss: 0.0311997 | val_loss: 0.0312075 | Time: 1654.05 ms [2021-09-30 15:00:43 main:581] : INFO : Epoch 1564 | loss: 0.0311997 | val_loss: 0.0312074 | Time: 1669.68 ms [2021-09-30 15:00:45 main:581] : INFO : Epoch 1565 | loss: 0.0312003 | val_loss: 0.0312082 | Time: 1654.2 ms [2021-09-30 15:00:46 main:581] : INFO : Epoch 1566 | loss: 0.0312003 | val_loss: 0.0312071 | Time: 1693.44 ms [2021-09-30 15:00:48 main:581] : INFO : Epoch 1567 | loss: 0.0312008 | val_loss: 0.0312072 | Time: 1692.34 ms [2021-09-30 15:00:50 main:581] : INFO : Epoch 1568 | loss: 0.0311999 | val_loss: 0.0312064 | Time: 1686.66 ms [2021-09-30 15:00:51 main:581] : INFO : Epoch 1569 | loss: 0.0311994 | val_loss: 0.0312065 | Time: 1637.57 ms [2021-09-30 15:00:53 main:581] : INFO : Epoch 1570 | loss: 0.0311995 | val_loss: 0.0312078 | Time: 1659.05 ms [2021-09-30 15:00:55 main:581] : INFO : Epoch 1571 | loss: 0.0311998 | val_loss: 0.031208 | Time: 1645.22 ms [2021-09-30 15:00:56 main:581] : INFO : Epoch 1572 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 1614.81 ms [2021-09-30 15:00:58 main:581] : INFO : Epoch 1573 | loss: 0.0311988 | val_loss: 0.0312066 | Time: 1619.87 ms [2021-09-30 15:01:00 main:581] : INFO : Epoch 1574 | loss: 0.031199 | val_loss: 0.031207 | Time: 1646.63 ms [2021-09-30 15:01:01 main:581] : INFO : Epoch 1575 | loss: 0.0311993 | val_loss: 0.0312076 | Time: 1685.14 ms [2021-09-30 15:01:03 main:581] : INFO : Epoch 1576 | loss: 0.0311997 | val_loss: 0.0312066 | Time: 1646.98 ms [2021-09-30 15:01:05 main:581] : INFO : Epoch 1577 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 1669.47 ms [2021-09-30 15:01:06 main:581] : INFO : Epoch 1578 | loss: 0.0311996 | val_loss: 0.0312065 | Time: 1676.67 ms [2021-09-30 15:01:08 main:581] : INFO : Epoch 1579 | loss: 0.0311989 | val_loss: 0.0312062 | Time: 1687.07 ms [2021-09-30 15:01:10 main:581] : INFO : Epoch 1580 | loss: 0.0311994 | val_loss: 0.031206 | Time: 1671.04 ms [2021-09-30 15:01:11 main:581] : INFO : Epoch 1581 | loss: 0.0311992 | val_loss: 0.0312067 | Time: 1667.4 ms [2021-09-30 15:01:13 main:581] : INFO : Epoch 1582 | loss: 0.0311991 | val_loss: 0.0312096 | Time: 1646.93 ms [2021-09-30 15:01:15 main:581] : INFO : Epoch 1583 | loss: 0.0312004 | val_loss: 0.031206 | Time: 1678.64 ms [2021-09-30 15:01:16 main:581] : INFO : Epoch 1584 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 1661.09 ms [2021-09-30 15:01:18 main:581] : INFO : Epoch 1585 | loss: 0.031199 | val_loss: 0.0312068 | Time: 1669.83 ms [2021-09-30 15:01:20 main:581] : INFO : Epoch 1586 | loss: 0.0311991 | val_loss: 0.0312054 | Time: 1665.3 ms [2021-09-30 15:01:21 main:581] : INFO : Epoch 1587 | loss: 0.0311999 | val_loss: 0.031208 | Time: 1677.04 ms [2021-09-30 15:01:23 main:581] : INFO : Epoch 1588 | loss: 0.0312019 | val_loss: 0.0312091 | Time: 1693.56 ms [2021-09-30 15:01:25 main:581] : INFO : Epoch 1589 | loss: 0.0312015 | val_loss: 0.0312077 | Time: 1638.58 ms [2021-09-30 15:01:26 main:581] : INFO : Epoch 1590 | loss: 0.031201 | val_loss: 0.0312087 | Time: 1633.09 ms [2021-09-30 15:01:28 main:581] : INFO : Epoch 1591 | loss: 0.0312005 | val_loss: 0.0312066 | Time: 1688.91 ms [2021-09-30 15:01:30 main:581] : INFO : Epoch 1592 | loss: 0.0312005 | val_loss: 0.0312057 | Time: 1677.27 ms [2021-09-30 15:01:31 main:581] : INFO : Epoch 1593 | loss: 0.0312002 | val_loss: 0.0312059 | Time: 1703.43 ms [2021-09-30 15:01:33 main:581] : INFO : Epoch 1594 | loss: 0.0311998 | val_loss: 0.0312058 | Time: 1672.27 ms [2021-09-30 15:01:35 main:581] : INFO : Epoch 1595 | loss: 0.0311995 | val_loss: 0.0312055 | Time: 1656.79 ms [2021-09-30 15:01:36 main:581] : INFO : Epoch 1596 | loss: 0.0311993 | val_loss: 0.0312058 | Time: 1698.63 ms [2021-09-30 15:01:38 main:581] : INFO : Epoch 1597 | loss: 0.0311994 | val_loss: 0.0312084 | Time: 1680.83 ms [2021-09-30 15:01:40 main:581] : INFO : Epoch 1598 | loss: 0.031201 | val_loss: 0.031206 | Time: 1680.82 ms [2021-09-30 15:01:41 main:581] : INFO : Epoch 1599 | loss: 0.0312016 | val_loss: 0.0312083 | Time: 1663.67 ms [2021-09-30 15:01:43 main:581] : INFO : Epoch 1600 | loss: 0.0311999 | val_loss: 0.0312065 | Time: 1650.97 ms [2021-09-30 15:01:45 main:581] : INFO : Epoch 1601 | loss: 0.0311996 | val_loss: 0.0312056 | Time: 1673.22 ms [2021-09-30 15:01:46 main:581] : INFO : Epoch 1602 | loss: 0.0311994 | val_loss: 0.031206 | Time: 1663.41 ms [2021-09-30 15:01:48 main:581] : INFO : Epoch 1603 | loss: 0.0311992 | val_loss: 0.0312078 | Time: 1679.14 ms [2021-09-30 15:01:50 main:581] : INFO : Epoch 1604 | loss: 0.0311989 | val_loss: 0.0312068 | Time: 1678 ms [2021-09-30 15:01:51 main:581] : INFO : Epoch 1605 | loss: 0.0311994 | val_loss: 0.0312063 | Time: 1679.89 ms [2021-09-30 15:01:53 main:581] : INFO : Epoch 1606 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 1685.01 ms [2021-09-30 15:01:55 main:581] : INFO : Epoch 1607 | loss: 0.0312006 | val_loss: 0.0312076 | Time: 1651.47 ms [2021-09-30 15:01:56 main:581] : INFO : Epoch 1608 | loss: 0.0312016 | val_loss: 0.0312114 | Time: 1640.8 ms [2021-09-30 15:01:58 main:581] : INFO : Epoch 1609 | loss: 0.0312026 | val_loss: 0.0312073 | Time: 1649.83 ms [2021-09-30 15:02:00 main:581] : INFO : Epoch 1610 | loss: 0.0312018 | val_loss: 0.031207 | Time: 1673.64 ms [2021-09-30 15:02:01 main:581] : INFO : Epoch 1611 | loss: 0.0312022 | val_loss: 0.031208 | Time: 1668.4 ms [2021-09-30 15:02:03 main:581] : INFO : Epoch 1612 | loss: 0.0312023 | val_loss: 0.0312053 | Time: 1706.99 ms [2021-09-30 15:02:05 main:581] : INFO : Epoch 1613 | loss: 0.0312012 | val_loss: 0.0312076 | Time: 1638.7 ms [2021-09-30 15:02:06 main:581] : INFO : Epoch 1614 | loss: 0.0312025 | val_loss: 0.0312067 | Time: 1639.49 ms [2021-09-30 15:02:08 main:581] : INFO : Epoch 1615 | loss: 0.0312011 | val_loss: 0.0312082 | Time: 1709.7 ms [2021-09-30 15:02:10 main:581] : INFO : Epoch 1616 | loss: 0.0312021 | val_loss: 0.0312066 | Time: 1656.27 ms [2021-09-30 15:02:11 main:581] : INFO : Epoch 1617 | loss: 0.031204 | val_loss: 0.0312084 | Time: 1665.57 ms [2021-09-30 15:02:13 main:581] : INFO : Epoch 1618 | loss: 0.0312012 | val_loss: 0.0312064 | Time: 1698.72 ms [2021-09-30 15:02:15 main:581] : INFO : Epoch 1619 | loss: 0.0312008 | val_loss: 0.0312057 | Time: 1727.48 ms [2021-09-30 15:02:16 main:581] : INFO : Epoch 1620 | loss: 0.0312004 | val_loss: 0.0312053 | Time: 1657.67 ms [2021-09-30 15:02:18 main:581] : INFO : Epoch 1621 | loss: 0.0312003 | val_loss: 0.031207 | Time: 1670.62 ms [2021-09-30 15:02:20 main:581] : INFO : Epoch 1622 | loss: 0.0311993 | val_loss: 0.0312048 | Time: 1688.81 ms [2021-09-30 15:02:21 main:581] : INFO : Epoch 1623 | loss: 0.031199 | val_loss: 0.0312047 | Time: 1709.59 ms [2021-09-30 15:02:23 main:581] : INFO : Epoch 1624 | loss: 0.0311996 | val_loss: 0.0312083 | Time: 1673.03 ms [2021-09-30 15:02:25 main:581] : INFO : Epoch 1625 | loss: 0.0312012 | val_loss: 0.031206 | Time: 1681.51 ms [2021-09-30 15:02:26 main:581] : INFO : Epoch 1626 | loss: 0.0312015 | val_loss: 0.031211 | Time: 1645.9 ms [2021-09-30 15:02:28 main:581] : INFO : Epoch 1627 | loss: 0.0312003 | val_loss: 0.0312054 | Time: 1691.36 ms [2021-09-30 15:02:30 main:581] : INFO : Epoch 1628 | loss: 0.0311989 | val_loss: 0.0312043 | Time: 1687.7 ms [2021-09-30 15:02:32 main:581] : INFO : Epoch 1629 | loss: 0.0311987 | val_loss: 0.0312047 | Time: 1686.56 ms [2021-09-30 15:02:33 main:581] : INFO : Epoch 1630 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 1697.09 ms [2021-09-30 15:02:35 main:581] : INFO : Epoch 1631 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 1670.02 ms [2021-09-30 15:02:37 main:581] : INFO : Epoch 1632 | loss: 0.0311989 | val_loss: 0.0312066 | Time: 1690.3 ms [2021-09-30 15:02:38 main:581] : INFO : Epoch 1633 | loss: 0.0311992 | val_loss: 0.0312062 | Time: 1685.72 ms [2021-09-30 15:02:40 main:581] : INFO : Epoch 1634 | loss: 0.0312002 | val_loss: 0.0312051 | Time: 1676.68 ms [2021-09-30 15:02:42 main:581] : INFO : Epoch 1635 | loss: 0.0311997 | val_loss: 0.031207 | Time: 1630.9 ms [2021-09-30 15:02:43 main:581] : INFO : Epoch 1636 | loss: 0.0311991 | val_loss: 0.0312055 | Time: 1660.29 ms [2021-09-30 15:02:45 main:581] : INFO : Epoch 1637 | loss: 0.0311985 | val_loss: 0.0312066 | Time: 1707.55 ms [2021-09-30 15:02:47 main:581] : INFO : Epoch 1638 | loss: 0.0311985 | val_loss: 0.0312066 | Time: 1681.54 ms [2021-09-30 15:02:48 main:581] : INFO : Epoch 1639 | loss: 0.0311993 | val_loss: 0.0312051 | Time: 1711.7 ms [2021-09-30 15:02:50 main:581] : INFO : Epoch 1640 | loss: 0.0312014 | val_loss: 0.0312101 | Time: 1700.5 ms [2021-09-30 15:02:52 main:581] : INFO : Epoch 1641 | loss: 0.0312052 | val_loss: 0.0312082 | Time: 1707.87 ms [2021-09-30 15:02:53 main:581] : INFO : Epoch 1642 | loss: 0.031206 | val_loss: 0.031208 | Time: 1684.22 ms [2021-09-30 15:02:55 main:581] : INFO : Epoch 1643 | loss: 0.0312042 | val_loss: 0.0312076 | Time: 1658.27 ms [2021-09-30 15:02:57 main:581] : INFO : Epoch 1644 | loss: 0.0312037 | val_loss: 0.0312081 | Time: 1703.43 ms [2021-09-30 15:02:59 main:581] : INFO : Epoch 1645 | loss: 0.0312036 | val_loss: 0.0312093 | Time: 1688.6 ms [2021-09-30 15:03:00 main:581] : INFO : Epoch 1646 | loss: 0.0312034 | val_loss: 0.0312079 | Time: 1662.7 ms [2021-09-30 15:03:02 main:581] : INFO : Epoch 1647 | loss: 0.0312028 | val_loss: 0.031207 | Time: 1656.06 ms [2021-09-30 15:03:04 main:581] : INFO : Epoch 1648 | loss: 0.0312031 | val_loss: 0.031211 | Time: 1673.09 ms [2021-09-30 15:03:05 main:581] : INFO : Epoch 1649 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 1676.26 ms [2021-09-30 15:03:07 main:581] : INFO : Epoch 1650 | loss: 0.0312026 | val_loss: 0.03121 | Time: 1681.04 ms [2021-09-30 15:03:09 main:581] : INFO : Epoch 1651 | loss: 0.0312036 | val_loss: 0.0312073 | Time: 1683.17 ms [2021-09-30 15:03:10 main:581] : INFO : Epoch 1652 | loss: 0.0312014 | val_loss: 0.0312069 | Time: 1673.74 ms [2021-09-30 15:03:12 main:581] : INFO : Epoch 1653 | loss: 0.0312026 | val_loss: 0.031207 | Time: 1666.32 ms [2021-09-30 15:03:14 main:581] : INFO : Epoch 1654 | loss: 0.0312011 | val_loss: 0.0312064 | Time: 1650.29 ms [2021-09-30 15:03:15 main:581] : INFO : Epoch 1655 | loss: 0.0312006 | val_loss: 0.0312067 | Time: 1640.53 ms [2021-09-30 15:03:17 main:581] : INFO : Epoch 1656 | loss: 0.0312017 | val_loss: 0.0312067 | Time: 1653.06 ms [2021-09-30 15:03:19 main:581] : INFO : Epoch 1657 | loss: 0.0312013 | val_loss: 0.0312096 | Time: 1670.33 ms [2021-09-30 15:03:20 main:581] : INFO : Epoch 1658 | loss: 0.031201 | val_loss: 0.0312075 | Time: 1640.54 ms [2021-09-30 15:03:22 main:581] : INFO : Epoch 1659 | loss: 0.0312008 | val_loss: 0.0312093 | Time: 1686.39 ms [2021-09-30 15:03:24 main:581] : INFO : Epoch 1660 | loss: 0.0312017 | val_loss: 0.031209 | Time: 1672.63 ms [2021-09-30 15:03:25 main:581] : INFO : Epoch 1661 | loss: 0.0312014 | val_loss: 0.0312083 | Time: 1679.93 ms [2021-09-30 15:03:27 main:581] : INFO : Epoch 1662 | loss: 0.0312009 | val_loss: 0.0312069 | Time: 1696.26 ms [2021-09-30 15:03:29 main:581] : INFO : Epoch 1663 | loss: 0.0312006 | val_loss: 0.0312133 | Time: 1704.69 ms [2021-09-30 15:03:30 main:581] : INFO : Epoch 1664 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 1704.53 ms [2021-09-30 15:03:32 main:581] : INFO : Epoch 1665 | loss: 0.0312034 | val_loss: 0.0312078 | Time: 1671.47 ms [2021-09-30 15:03:34 main:581] : INFO : Epoch 1666 | loss: 0.0312014 | val_loss: 0.0312111 | Time: 1697.07 ms [2021-09-30 15:03:35 main:581] : INFO : Epoch 1667 | loss: 0.0312011 | val_loss: 0.0312081 | Time: 1688.98 ms [2021-09-30 15:03:37 main:581] : INFO : Epoch 1668 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 1697.17 ms [2021-09-30 15:03:39 main:581] : INFO : Epoch 1669 | loss: 0.0311997 | val_loss: 0.0312066 | Time: 1665.49 ms [2021-09-30 15:03:40 main:581] : INFO : Epoch 1670 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 1696.58 ms [2021-09-30 15:03:42 main:581] : INFO : Epoch 1671 | loss: 0.0312004 | val_loss: 0.0312064 | Time: 1687.41 ms [2021-09-30 15:03:44 main:581] : INFO : Epoch 1672 | loss: 0.0311991 | val_loss: 0.0312064 | Time: 1704.09 ms [2021-09-30 15:03:46 main:581] : INFO : Epoch 1673 | loss: 0.0311994 | val_loss: 0.0312059 | Time: 1712.13 ms [2021-09-30 15:03:47 main:581] : INFO : Epoch 1674 | loss: 0.0311983 | val_loss: 0.0312063 | Time: 1671.31 ms [2021-09-30 15:03:49 main:581] : INFO : Epoch 1675 | loss: 0.0311986 | val_loss: 0.0312058 | Time: 1697.41 ms [2021-09-30 15:03:51 main:581] : INFO : Epoch 1676 | loss: 0.0311984 | val_loss: 0.0312058 | Time: 1691.32 ms [2021-09-30 15:03:52 main:581] : INFO : Epoch 1677 | loss: 0.0312003 | val_loss: 0.0312074 | Time: 1651.09 ms [2021-09-30 15:03:54 main:581] : INFO : Epoch 1678 | loss: 0.0312001 | val_loss: 0.031206 | Time: 1674.87 ms [2021-09-30 15:03:56 main:581] : INFO : Epoch 1679 | loss: 0.0311988 | val_loss: 0.0312065 | Time: 1706.51 ms [2021-09-30 15:03:57 main:581] : INFO : Epoch 1680 | loss: 0.0311979 | val_loss: 0.0312083 | Time: 1697.18 ms [2021-09-30 15:03:59 main:581] : INFO : Epoch 1681 | loss: 0.0311991 | val_loss: 0.0312094 | Time: 1679.84 ms [2021-09-30 15:04:01 main:581] : INFO : Epoch 1682 | loss: 0.0311979 | val_loss: 0.0312069 | Time: 1665.17 ms [2021-09-30 15:04:02 main:581] : INFO : Epoch 1683 | loss: 0.0311989 | val_loss: 0.0312115 | Time: 1665.95 ms [2021-09-30 15:04:04 main:581] : INFO : Epoch 1684 | loss: 0.0312025 | val_loss: 0.031211 | Time: 1694.04 ms [2021-09-30 15:04:06 main:581] : INFO : Epoch 1685 | loss: 0.0311998 | val_loss: 0.0312068 | Time: 1706.5 ms [2021-09-30 15:04:07 main:581] : INFO : Epoch 1686 | loss: 0.0312004 | val_loss: 0.0312067 | Time: 1705.58 ms [2021-09-30 15:04:09 main:581] : INFO : Epoch 1687 | loss: 0.0311984 | val_loss: 0.0312074 | Time: 1705.39 ms [2021-09-30 15:04:11 main:581] : INFO : Epoch 1688 | loss: 0.0312002 | val_loss: 0.0312075 | Time: 1694.47 ms [2021-09-30 15:04:13 main:581] : INFO : Epoch 1689 | loss: 0.0312005 | val_loss: 0.0312075 | Time: 1688.22 ms [2021-09-30 15:04:14 main:581] : INFO : Epoch 1690 | loss: 0.0311993 | val_loss: 0.0312087 | Time: 1687.49 ms [2021-09-30 15:04:16 main:581] : INFO : Epoch 1691 | loss: 0.0311986 | val_loss: 0.0312062 | Time: 1679.3 ms [2021-09-30 15:04:18 main:581] : INFO : Epoch 1692 | loss: 0.0311986 | val_loss: 0.0312065 | Time: 1683.84 ms [2021-09-30 15:04:19 main:581] : INFO : Epoch 1693 | loss: 0.0311981 | val_loss: 0.0312065 | Time: 1676.52 ms [2021-09-30 15:04:21 main:581] : INFO : Epoch 1694 | loss: 0.0311984 | val_loss: 0.0312062 | Time: 1680.09 ms [2021-09-30 15:04:23 main:581] : INFO : Epoch 1695 | loss: 0.0311984 | val_loss: 0.031206 | Time: 1698.36 ms [2021-09-30 15:04:24 main:581] : INFO : Epoch 1696 | loss: 0.0311983 | val_loss: 0.0312084 | Time: 1660.8 ms [2021-09-30 15:04:26 main:581] : INFO : Epoch 1697 | loss: 0.0311987 | val_loss: 0.0312071 | Time: 1650.06 ms [2021-09-30 15:04:28 main:581] : INFO : Epoch 1698 | loss: 0.0311988 | val_loss: 0.0312064 | Time: 1684.31 ms [2021-09-30 15:04:29 main:581] : INFO : Epoch 1699 | loss: 0.0311981 | val_loss: 0.0312069 | Time: 1715.55 ms [2021-09-30 15:04:31 main:581] : INFO : Epoch 1700 | loss: 0.031198 | val_loss: 0.0312077 | Time: 1675.97 ms [2021-09-30 15:04:33 main:581] : INFO : Epoch 1701 | loss: 0.0312006 | val_loss: 0.0312056 | Time: 1656.47 ms [2021-09-30 15:04:34 main:581] : INFO : Epoch 1702 | loss: 0.0311975 | val_loss: 0.031206 | Time: 1684.76 ms [2021-09-30 15:04:36 main:581] : INFO : Epoch 1703 | loss: 0.031197 | val_loss: 0.031206 | Time: 1691.53 ms [2021-09-30 15:04:38 main:581] : INFO : Epoch 1704 | loss: 0.0311968 | val_loss: 0.0312066 | Time: 1689.36 ms [2021-09-30 15:04:39 main:581] : INFO : Epoch 1705 | loss: 0.031197 | val_loss: 0.0312083 | Time: 1663.48 ms [2021-09-30 15:04:41 main:581] : INFO : Epoch 1706 | loss: 0.0311977 | val_loss: 0.0312061 | Time: 1668.66 ms [2021-09-30 15:04:43 main:581] : INFO : Epoch 1707 | loss: 0.0311982 | val_loss: 0.0312072 | Time: 1667.07 ms [2021-09-30 15:04:44 main:581] : INFO : Epoch 1708 | loss: 0.0311972 | val_loss: 0.031206 | Time: 1686.58 ms [2021-09-30 15:04:46 main:581] : INFO : Epoch 1709 | loss: 0.0311996 | val_loss: 0.0312123 | Time: 1670.44 ms [2021-09-30 15:04:48 main:581] : INFO : Epoch 1710 | loss: 0.0311984 | val_loss: 0.0312061 | Time: 1701.32 ms [2021-09-30 15:04:49 main:581] : INFO : Epoch 1711 | loss: 0.0311972 | val_loss: 0.0312056 | Time: 1668.18 ms [2021-09-30 15:04:51 main:581] : INFO : Epoch 1712 | loss: 0.0311967 | val_loss: 0.0312109 | Time: 1707.47 ms [2021-09-30 15:04:53 main:581] : INFO : Epoch 1713 | loss: 0.0311982 | val_loss: 0.0312069 | Time: 1678.85 ms [2021-09-30 15:04:55 main:581] : INFO : Epoch 1714 | loss: 0.0311966 | val_loss: 0.0312058 | Time: 1681.24 ms [2021-09-30 15:04:56 main:581] : INFO : Epoch 1715 | loss: 0.0311989 | val_loss: 0.031206 | Time: 1661.25 ms [2021-09-30 15:04:58 main:581] : INFO : Epoch 1716 | loss: 0.0311987 | val_loss: 0.0312051 | Time: 1643.01 ms [2021-09-30 15:05:00 main:581] : INFO : Epoch 1717 | loss: 0.0311997 | val_loss: 0.0312076 | Time: 1676.18 ms [2021-09-30 15:05:01 main:581] : INFO : Epoch 1718 | loss: 0.0311969 | val_loss: 0.0312046 | Time: 1682.46 ms [2021-09-30 15:05:03 main:581] : INFO : Epoch 1719 | loss: 0.031197 | val_loss: 0.0312062 | Time: 1683.27 ms [2021-09-30 15:05:05 main:581] : INFO : Epoch 1720 | loss: 0.0311981 | val_loss: 0.0312095 | Time: 1667.83 ms [2021-09-30 15:05:06 main:581] : INFO : Epoch 1721 | loss: 0.0312015 | val_loss: 0.0312102 | Time: 1675.01 ms [2021-09-30 15:05:08 main:581] : INFO : Epoch 1722 | loss: 0.031198 | val_loss: 0.0312072 | Time: 1685.89 ms [2021-09-30 15:05:10 main:581] : INFO : Epoch 1723 | loss: 0.0311989 | val_loss: 0.0312061 | Time: 1656.96 ms [2021-09-30 15:05:11 main:581] : INFO : Epoch 1724 | loss: 0.0311978 | val_loss: 0.0312069 | Time: 1661.32 ms [2021-09-30 15:05:13 main:581] : INFO : Epoch 1725 | loss: 0.031197 | val_loss: 0.0312063 | Time: 1681.16 ms [2021-09-30 15:05:15 main:581] : INFO : Epoch 1726 | loss: 0.0311968 | val_loss: 0.0312072 | Time: 1635.62 ms [2021-09-30 15:05:16 main:581] : INFO : Epoch 1727 | loss: 0.0311995 | val_loss: 0.0312059 | Time: 1649.57 ms [2021-09-30 15:05:18 main:581] : INFO : Epoch 1728 | loss: 0.0311981 | val_loss: 0.0312055 | Time: 1646.69 ms [2021-09-30 15:05:20 main:581] : INFO : Epoch 1729 | loss: 0.0311972 | val_loss: 0.0312053 | Time: 1667.62 ms [2021-09-30 15:05:21 main:581] : INFO : Epoch 1730 | loss: 0.0311975 | val_loss: 0.0312062 | Time: 1695.37 ms [2021-09-30 15:05:23 main:581] : INFO : Epoch 1731 | loss: 0.0311973 | val_loss: 0.0312077 | Time: 1722.32 ms [2021-09-30 15:05:25 main:581] : INFO : Epoch 1732 | loss: 0.0311973 | val_loss: 0.0312053 | Time: 1690.33 ms [2021-09-30 15:05:26 main:581] : INFO : Epoch 1733 | loss: 0.0311966 | val_loss: 0.0312057 | Time: 1668 ms [2021-09-30 15:05:28 main:581] : INFO : Epoch 1734 | loss: 0.0311971 | val_loss: 0.0312055 | Time: 1683.38 ms [2021-09-30 15:05:30 main:581] : INFO : Epoch 1735 | loss: 0.0311965 | val_loss: 0.0312054 | Time: 1660.36 ms [2021-09-30 15:05:31 main:581] : INFO : Epoch 1736 | loss: 0.0311966 | val_loss: 0.031205 | Time: 1682.42 ms [2021-09-30 15:05:33 main:581] : INFO : Epoch 1737 | loss: 0.0311976 | val_loss: 0.0312048 | Time: 1676.92 ms [2021-09-30 15:05:35 main:581] : INFO : Epoch 1738 | loss: 0.0311982 | val_loss: 0.0312069 | Time: 1682.74 ms [2021-09-30 15:05:36 main:581] : INFO : Epoch 1739 | loss: 0.0311981 | val_loss: 0.0312075 | Time: 1700.83 ms [2021-09-30 15:05:38 main:581] : INFO : Epoch 1740 | loss: 0.0311963 | val_loss: 0.0312054 | Time: 1667.41 ms [2021-09-30 15:05:40 main:581] : INFO : Epoch 1741 | loss: 0.0311958 | val_loss: 0.0312058 | Time: 1693.61 ms [2021-09-30 15:05:41 main:581] : INFO : Epoch 1742 | loss: 0.0311963 | val_loss: 0.0312055 | Time: 1683.57 ms [2021-09-30 15:05:43 main:581] : INFO : Epoch 1743 | loss: 0.0311956 | val_loss: 0.0312055 | Time: 1663.71 ms [2021-09-30 15:05:45 main:581] : INFO : Epoch 1744 | loss: 0.0311971 | val_loss: 0.0312065 | Time: 1688.55 ms [2021-09-30 15:05:46 main:581] : INFO : Epoch 1745 | loss: 0.031198 | val_loss: 0.0312091 | Time: 1655.98 ms [2021-09-30 15:05:48 main:581] : INFO : Epoch 1746 | loss: 0.0311962 | val_loss: 0.0312048 | Time: 1701.03 ms [2021-09-30 15:05:50 main:581] : INFO : Epoch 1747 | loss: 0.0311957 | val_loss: 0.0312077 | Time: 1686.52 ms [2021-09-30 15:05:51 main:581] : INFO : Epoch 1748 | loss: 0.0311973 | val_loss: 0.0312052 | Time: 1648.66 ms [2021-09-30 15:05:53 main:581] : INFO : Epoch 1749 | loss: 0.0311959 | val_loss: 0.0312049 | Time: 1702.15 ms [2021-09-30 15:05:55 main:581] : INFO : Epoch 1750 | loss: 0.0311952 | val_loss: 0.031206 | Time: 1698.63 ms [2021-09-30 15:05:57 main:581] : INFO : Epoch 1751 | loss: 0.0311971 | val_loss: 0.0312103 | Time: 1716.09 ms [2021-09-30 15:05:58 main:581] : INFO : Epoch 1752 | loss: 0.0311965 | val_loss: 0.0312062 | Time: 1684.56 ms [2021-09-30 15:06:00 main:581] : INFO : Epoch 1753 | loss: 0.0311948 | val_loss: 0.0312045 | Time: 1704.75 ms [2021-09-30 15:06:02 main:581] : INFO : Epoch 1754 | loss: 0.0311957 | val_loss: 0.0312055 | Time: 1688.23 ms [2021-09-30 15:06:03 main:581] : INFO : Epoch 1755 | loss: 0.0311958 | val_loss: 0.031205 | Time: 1689.41 ms [2021-09-30 15:06:05 main:581] : INFO : Epoch 1756 | loss: 0.0311952 | val_loss: 0.0312063 | Time: 1702.17 ms [2021-09-30 15:06:07 main:581] : INFO : Epoch 1757 | loss: 0.0311966 | val_loss: 0.0312046 | Time: 1700.07 ms [2021-09-30 15:06:08 main:581] : INFO : Epoch 1758 | loss: 0.0311955 | val_loss: 0.0312047 | Time: 1686.86 ms [2021-09-30 15:06:10 main:581] : INFO : Epoch 1759 | loss: 0.0311952 | val_loss: 0.0312058 | Time: 1682.04 ms [2021-09-30 15:06:12 main:581] : INFO : Epoch 1760 | loss: 0.0311958 | val_loss: 0.0312044 | Time: 1687.83 ms [2021-09-30 15:06:14 main:581] : INFO : Epoch 1761 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 1677.4 ms [2021-09-30 15:06:15 main:581] : INFO : Epoch 1762 | loss: 0.0311967 | val_loss: 0.0312082 | Time: 1661.73 ms [2021-09-30 15:06:17 main:581] : INFO : Epoch 1763 | loss: 0.0311963 | val_loss: 0.0312081 | Time: 1673.48 ms [2021-09-30 15:06:19 main:581] : INFO : Epoch 1764 | loss: 0.031197 | val_loss: 0.0312074 | Time: 1733.73 ms [2021-09-30 15:06:20 main:581] : INFO : Epoch 1765 | loss: 0.0311964 | val_loss: 0.0312059 | Time: 1678.35 ms [2021-09-30 15:06:22 main:581] : INFO : Epoch 1766 | loss: 0.0311969 | val_loss: 0.0312047 | Time: 1678.78 ms [2021-09-30 15:06:24 main:581] : INFO : Epoch 1767 | loss: 0.0311987 | val_loss: 0.031207 | Time: 1680.77 ms [2021-09-30 15:06:25 main:581] : INFO : Epoch 1768 | loss: 0.0312017 | val_loss: 0.0312068 | Time: 1673.92 ms [2021-09-30 15:06:27 main:581] : INFO : Epoch 1769 | loss: 0.0312028 | val_loss: 0.0312075 | Time: 1651.01 ms [2021-09-30 15:06:29 main:581] : INFO : Epoch 1770 | loss: 0.0312016 | val_loss: 0.0312067 | Time: 1700.07 ms [2021-09-30 15:06:30 main:581] : INFO : Epoch 1771 | loss: 0.0312021 | val_loss: 0.0312116 | Time: 1675.52 ms [2021-09-30 15:06:32 main:581] : INFO : Epoch 1772 | loss: 0.0312035 | val_loss: 0.0312088 | Time: 1663.82 ms [2021-09-30 15:06:34 main:581] : INFO : Epoch 1773 | loss: 0.0312031 | val_loss: 0.0312081 | Time: 1647.19 ms [2021-09-30 15:06:35 main:581] : INFO : Epoch 1774 | loss: 0.0312019 | val_loss: 0.0312074 | Time: 1683.6 ms [2021-09-30 15:06:37 main:581] : INFO : Epoch 1775 | loss: 0.0312023 | val_loss: 0.031206 | Time: 1661.85 ms [2021-09-30 15:06:39 main:581] : INFO : Epoch 1776 | loss: 0.0312007 | val_loss: 0.031209 | Time: 1672.61 ms [2021-09-30 15:06:40 main:581] : INFO : Epoch 1777 | loss: 0.0312009 | val_loss: 0.0312064 | Time: 1684.38 ms [2021-09-30 15:06:42 main:581] : INFO : Epoch 1778 | loss: 0.0312027 | val_loss: 0.0312096 | Time: 1665.68 ms [2021-09-30 15:06:44 main:581] : INFO : Epoch 1779 | loss: 0.0312012 | val_loss: 0.031206 | Time: 1683.1 ms [2021-09-30 15:06:45 main:581] : INFO : Epoch 1780 | loss: 0.0311996 | val_loss: 0.0312076 | Time: 1697.22 ms [2021-09-30 15:06:47 main:581] : INFO : Epoch 1781 | loss: 0.0312 | val_loss: 0.0312064 | Time: 1687.36 ms [2021-09-30 15:06:49 main:581] : INFO : Epoch 1782 | loss: 0.0311997 | val_loss: 0.0312096 | Time: 1692.79 ms [2021-09-30 15:06:50 main:581] : INFO : Epoch 1783 | loss: 0.0311993 | val_loss: 0.0312072 | Time: 1666.95 ms [2021-09-30 15:06:52 main:581] : INFO : Epoch 1784 | loss: 0.0311996 | val_loss: 0.0312085 | Time: 1661.09 ms [2021-09-30 15:06:54 main:581] : INFO : Epoch 1785 | loss: 0.0312034 | val_loss: 0.0312108 | Time: 1682.93 ms [2021-09-30 15:06:55 main:581] : INFO : Epoch 1786 | loss: 0.0312013 | val_loss: 0.0312071 | Time: 1676.58 ms [2021-09-30 15:06:57 main:581] : INFO : Epoch 1787 | loss: 0.0311984 | val_loss: 0.0312071 | Time: 1688.83 ms [2021-09-30 15:06:59 main:581] : INFO : Epoch 1788 | loss: 0.0311991 | val_loss: 0.0312072 | Time: 1660.66 ms [2021-09-30 15:07:00 main:581] : INFO : Epoch 1789 | loss: 0.0311989 | val_loss: 0.0312066 | Time: 1689.3 ms [2021-09-30 15:07:02 main:581] : INFO : Epoch 1790 | loss: 0.0311986 | val_loss: 0.031208 | Time: 1707.29 ms [2021-09-30 15:07:04 main:581] : INFO : Epoch 1791 | loss: 0.0311978 | val_loss: 0.0312063 | Time: 1702.6 ms [2021-09-30 15:07:06 main:581] : INFO : Epoch 1792 | loss: 0.0311985 | val_loss: 0.0312063 | Time: 1707.67 ms [2021-09-30 15:07:07 main:581] : INFO : Epoch 1793 | loss: 0.0312006 | val_loss: 0.0312067 | Time: 1684.57 ms [2021-09-30 15:07:09 main:581] : INFO : Epoch 1794 | loss: 0.0311994 | val_loss: 0.0312057 | Time: 1706.13 ms [2021-09-30 15:07:11 main:581] : INFO : Epoch 1795 | loss: 0.0311986 | val_loss: 0.0312074 | Time: 1678.18 ms [2021-09-30 15:07:12 main:581] : INFO : Epoch 1796 | loss: 0.0311993 | val_loss: 0.031208 | Time: 1683.82 ms [2021-09-30 15:07:14 main:581] : INFO : Epoch 1797 | loss: 0.0312023 | val_loss: 0.0312104 | Time: 1677.59 ms [2021-09-30 15:07:16 main:581] : INFO : Epoch 1798 | loss: 0.0312015 | val_loss: 0.0312082 | Time: 1680.05 ms [2021-09-30 15:07:17 main:581] : INFO : Epoch 1799 | loss: 0.0311975 | val_loss: 0.0312047 | Time: 1683.68 ms [2021-09-30 15:07:19 main:581] : INFO : Epoch 1800 | loss: 0.0311972 | val_loss: 0.0312058 | Time: 1677.67 ms [2021-09-30 15:07:21 main:581] : INFO : Epoch 1801 | loss: 0.0311979 | val_loss: 0.0312051 | Time: 1676.48 ms [2021-09-30 15:07:22 main:581] : INFO : Epoch 1802 | loss: 0.0311963 | val_loss: 0.0312057 | Time: 1700.23 ms [2021-09-30 15:07:24 main:581] : INFO : Epoch 1803 | loss: 0.0311961 | val_loss: 0.0312089 | Time: 1719.71 ms [2021-09-30 15:07:26 main:581] : INFO : Epoch 1804 | loss: 0.0311973 | val_loss: 0.031207 | Time: 1689.5 ms [2021-09-30 15:07:28 main:581] : INFO : Epoch 1805 | loss: 0.0311972 | val_loss: 0.0312057 | Time: 1693.68 ms [2021-09-30 15:07:29 main:581] : INFO : Epoch 1806 | loss: 0.0311961 | val_loss: 0.0312058 | Time: 1669.41 ms [2021-09-30 15:07:31 main:581] : INFO : Epoch 1807 | loss: 0.031197 | val_loss: 0.0312069 | Time: 1654.73 ms [2021-09-30 15:07:33 main:581] : INFO : Epoch 1808 | loss: 0.0311979 | val_loss: 0.0312048 | Time: 1643.51 ms [2021-09-30 15:07:34 main:581] : INFO : Epoch 1809 | loss: 0.0311974 | val_loss: 0.031207 | Time: 1696.36 ms [2021-09-30 15:07:36 main:581] : INFO : Epoch 1810 | loss: 0.0311974 | val_loss: 0.03121 | Time: 1678.46 ms [2021-09-30 15:07:38 main:581] : INFO : Epoch 1811 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 1676.7 ms [2021-09-30 15:07:39 main:581] : INFO : Epoch 1812 | loss: 0.0311965 | val_loss: 0.031207 | Time: 1682.62 ms [2021-09-30 15:07:41 main:581] : INFO : Epoch 1813 | loss: 0.0311989 | val_loss: 0.0312082 | Time: 1672.81 ms [2021-09-30 15:07:43 main:581] : INFO : Epoch 1814 | loss: 0.031198 | val_loss: 0.0312087 | Time: 1664.3 ms [2021-09-30 15:07:44 main:581] : INFO : Epoch 1815 | loss: 0.0312002 | val_loss: 0.031209 | Time: 1675.11 ms [2021-09-30 15:07:46 main:581] : INFO : Epoch 1816 | loss: 0.0311989 | val_loss: 0.0312081 | Time: 1639.72 ms [2021-09-30 15:07:48 main:581] : INFO : Epoch 1817 | loss: 0.0312004 | val_loss: 0.0312076 | Time: 1619.81 ms [2021-09-30 15:07:49 main:581] : INFO : Epoch 1818 | loss: 0.0311981 | val_loss: 0.0312065 | Time: 1600.64 ms [2021-09-30 15:07:51 main:581] : INFO : Epoch 1819 | loss: 0.031197 | val_loss: 0.0312078 | Time: 1631.68 ms [2021-09-30 15:07:52 main:581] : INFO : Epoch 1820 | loss: 0.0311973 | val_loss: 0.0312078 | Time: 1617.51 ms [2021-09-30 15:07:54 main:581] : INFO : Epoch 1821 | loss: 0.031197 | val_loss: 0.0312066 | Time: 1607.39 ms [2021-09-30 15:07:56 main:581] : INFO : Epoch 1822 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 1664.76 ms [2021-09-30 15:07:57 main:581] : INFO : Epoch 1823 | loss: 0.0311963 | val_loss: 0.0312078 | Time: 1674.41 ms [2021-09-30 15:07:59 main:581] : INFO : Epoch 1824 | loss: 0.0311975 | val_loss: 0.0312066 | Time: 1672.69 ms [2021-09-30 15:08:01 main:581] : INFO : Epoch 1825 | loss: 0.0312004 | val_loss: 0.0312071 | Time: 1710.5 ms [2021-09-30 15:08:02 main:581] : INFO : Epoch 1826 | loss: 0.0311986 | val_loss: 0.0312064 | Time: 1643.19 ms [2021-09-30 15:08:04 main:581] : INFO : Epoch 1827 | loss: 0.0311971 | val_loss: 0.0312071 | Time: 1654.98 ms [2021-09-30 15:08:06 main:581] : INFO : Epoch 1828 | loss: 0.0311969 | val_loss: 0.0312074 | Time: 1681.01 ms [2021-09-30 15:08:07 main:581] : INFO : Epoch 1829 | loss: 0.0311966 | val_loss: 0.0312075 | Time: 1647.27 ms [2021-09-30 15:08:09 main:581] : INFO : Epoch 1830 | loss: 0.0311969 | val_loss: 0.0312099 | Time: 1710.13 ms [2021-09-30 15:08:11 main:581] : INFO : Epoch 1831 | loss: 0.0311986 | val_loss: 0.0312065 | Time: 1686.92 ms [2021-09-30 15:08:12 main:581] : INFO : Epoch 1832 | loss: 0.0311996 | val_loss: 0.0312136 | Time: 1699.47 ms [2021-09-30 15:08:14 main:581] : INFO : Epoch 1833 | loss: 0.0312025 | val_loss: 0.0312158 | Time: 1695.52 ms [2021-09-30 15:08:16 main:581] : INFO : Epoch 1834 | loss: 0.0312009 | val_loss: 0.031206 | Time: 1648.54 ms [2021-09-30 15:08:17 main:581] : INFO : Epoch 1835 | loss: 0.0311982 | val_loss: 0.031207 | Time: 1677.5 ms [2021-09-30 15:08:19 main:581] : INFO : Epoch 1836 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 1707.91 ms [2021-09-30 15:08:21 main:581] : INFO : Epoch 1837 | loss: 0.0311962 | val_loss: 0.0312043 | Time: 1667.42 ms [2021-09-30 15:08:23 main:581] : INFO : Epoch 1838 | loss: 0.0311959 | val_loss: 0.0312044 | Time: 1668.4 ms [2021-09-30 15:08:24 main:581] : INFO : Epoch 1839 | loss: 0.0311959 | val_loss: 0.0312041 | Time: 1669.68 ms [2021-09-30 15:08:26 main:581] : INFO : Epoch 1840 | loss: 0.0311963 | val_loss: 0.0312057 | Time: 1681.63 ms [2021-09-30 15:08:28 main:581] : INFO : Epoch 1841 | loss: 0.0311961 | val_loss: 0.0312039 | Time: 1700.87 ms [2021-09-30 15:08:29 main:581] : INFO : Epoch 1842 | loss: 0.0311959 | val_loss: 0.0312085 | Time: 1659.7 ms [2021-09-30 15:08:31 main:581] : INFO : Epoch 1843 | loss: 0.0312003 | val_loss: 0.0312045 | Time: 1653.8 ms [2021-09-30 15:08:33 main:581] : INFO : Epoch 1844 | loss: 0.031196 | val_loss: 0.0312049 | Time: 1689.06 ms [2021-09-30 15:08:34 main:581] : INFO : Epoch 1845 | loss: 0.0311964 | val_loss: 0.031205 | Time: 1648.65 ms [2021-09-30 15:08:36 main:581] : INFO : Epoch 1846 | loss: 0.031195 | val_loss: 0.0312068 | Time: 1683.08 ms [2021-09-30 15:08:38 main:581] : INFO : Epoch 1847 | loss: 0.0311953 | val_loss: 0.0312047 | Time: 1700.88 ms [2021-09-30 15:08:39 main:581] : INFO : Epoch 1848 | loss: 0.0311953 | val_loss: 0.0312074 | Time: 1671.1 ms [2021-09-30 15:08:41 main:581] : INFO : Epoch 1849 | loss: 0.031197 | val_loss: 0.0312039 | Time: 1686.52 ms [2021-09-30 15:08:43 main:581] : INFO : Epoch 1850 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 1697.57 ms [2021-09-30 15:08:44 main:581] : INFO : Epoch 1851 | loss: 0.0311953 | val_loss: 0.0312041 | Time: 1690.94 ms [2021-09-30 15:08:46 main:581] : INFO : Epoch 1852 | loss: 0.0311942 | val_loss: 0.0312037 | Time: 1671.77 ms [2021-09-30 15:08:48 main:581] : INFO : Epoch 1853 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 1704.44 ms [2021-09-30 15:08:49 main:581] : INFO : Epoch 1854 | loss: 0.0311974 | val_loss: 0.0312045 | Time: 1689.46 ms [2021-09-30 15:08:51 main:581] : INFO : Epoch 1855 | loss: 0.0311949 | val_loss: 0.0312032 | Time: 1692.3 ms [2021-09-30 15:08:53 main:581] : INFO : Epoch 1856 | loss: 0.031194 | val_loss: 0.0312052 | Time: 1685.88 ms [2021-09-30 15:08:55 main:581] : INFO : Epoch 1857 | loss: 0.0311937 | val_loss: 0.0312037 | Time: 1698.81 ms [2021-09-30 15:08:56 main:581] : INFO : Epoch 1858 | loss: 0.0311942 | val_loss: 0.0312036 | Time: 1719.52 ms [2021-09-30 15:08:58 main:581] : INFO : Epoch 1859 | loss: 0.0311941 | val_loss: 0.0312024 | Time: 1675.71 ms [2021-09-30 15:09:00 main:581] : INFO : Epoch 1860 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 1678.86 ms [2021-09-30 15:09:01 main:581] : INFO : Epoch 1861 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 1681.39 ms [2021-09-30 15:09:03 main:581] : INFO : Epoch 1862 | loss: 0.031193 | val_loss: 0.0312042 | Time: 1677.54 ms [2021-09-30 15:09:05 main:581] : INFO : Epoch 1863 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 1680.38 ms [2021-09-30 15:09:06 main:581] : INFO : Epoch 1864 | loss: 0.0311953 | val_loss: 0.0312044 | Time: 1693.8 ms [2021-09-30 15:09:08 main:581] : INFO : Epoch 1865 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 1707.87 ms [2021-09-30 15:09:10 main:581] : INFO : Epoch 1866 | loss: 0.0311941 | val_loss: 0.0312032 | Time: 1702.51 ms [2021-09-30 15:09:11 main:581] : INFO : Epoch 1867 | loss: 0.0311938 | val_loss: 0.0312035 | Time: 1704.62 ms [2021-09-30 15:09:13 main:581] : INFO : Epoch 1868 | loss: 0.031194 | val_loss: 0.0312039 | Time: 1685.07 ms [2021-09-30 15:09:15 main:581] : INFO : Epoch 1869 | loss: 0.0311935 | val_loss: 0.0312027 | Time: 1700.52 ms [2021-09-30 15:09:16 main:581] : INFO : Epoch 1870 | loss: 0.0311931 | val_loss: 0.0312025 | Time: 1679.53 ms [2021-09-30 15:09:18 main:581] : INFO : Epoch 1871 | loss: 0.0311919 | val_loss: 0.0312029 | Time: 1698.95 ms [2021-09-30 15:09:20 main:581] : INFO : Epoch 1872 | loss: 0.0311928 | val_loss: 0.0312011 | Time: 1666.04 ms [2021-09-30 15:09:22 main:581] : INFO : Epoch 1873 | loss: 0.0311915 | val_loss: 0.0312029 | Time: 1642.46 ms [2021-09-30 15:09:23 main:581] : INFO : Epoch 1874 | loss: 0.0311915 | val_loss: 0.0312019 | Time: 1671.54 ms [2021-09-30 15:09:25 main:581] : INFO : Epoch 1875 | loss: 0.0311927 | val_loss: 0.0312021 | Time: 1668.76 ms [2021-09-30 15:09:27 main:581] : INFO : Epoch 1876 | loss: 0.0311923 | val_loss: 0.0312031 | Time: 1683.66 ms [2021-09-30 15:09:28 main:581] : INFO : Epoch 1877 | loss: 0.0311918 | val_loss: 0.0312019 | Time: 1700.66 ms [2021-09-30 15:09:30 main:581] : INFO : Epoch 1878 | loss: 0.0311926 | val_loss: 0.0312015 | Time: 1710.89 ms [2021-09-30 15:09:32 main:581] : INFO : Epoch 1879 | loss: 0.0311928 | val_loss: 0.0312025 | Time: 1674.69 ms [2021-09-30 15:09:33 main:581] : INFO : Epoch 1880 | loss: 0.0311927 | val_loss: 0.0312035 | Time: 1676.34 ms [2021-09-30 15:09:35 main:581] : INFO : Epoch 1881 | loss: 0.0311953 | val_loss: 0.0312062 | Time: 1683.65 ms [2021-09-30 15:09:37 main:581] : INFO : Epoch 1882 | loss: 0.0311931 | val_loss: 0.0312096 | Time: 1655.77 ms [2021-09-30 15:09:38 main:581] : INFO : Epoch 1883 | loss: 0.0311959 | val_loss: 0.0312038 | Time: 1704.49 ms [2021-09-30 15:09:40 main:581] : INFO : Epoch 1884 | loss: 0.0311933 | val_loss: 0.0312031 | Time: 1673.64 ms [2021-09-30 15:09:42 main:581] : INFO : Epoch 1885 | loss: 0.0311923 | val_loss: 0.0312061 | Time: 1678.79 ms [2021-09-30 15:09:43 main:581] : INFO : Epoch 1886 | loss: 0.0311926 | val_loss: 0.0312021 | Time: 1704.03 ms [2021-09-30 15:09:45 main:581] : INFO : Epoch 1887 | loss: 0.0311918 | val_loss: 0.031203 | Time: 1676.49 ms [2021-09-30 15:09:47 main:581] : INFO : Epoch 1888 | loss: 0.0311914 | val_loss: 0.0312029 | Time: 1705 ms [2021-09-30 15:09:48 main:581] : INFO : Epoch 1889 | loss: 0.0311908 | val_loss: 0.0312028 | Time: 1689.07 ms [2021-09-30 15:09:50 main:581] : INFO : Epoch 1890 | loss: 0.0311912 | val_loss: 0.0312029 | Time: 1689.91 ms [2021-09-30 15:09:52 main:581] : INFO : Epoch 1891 | loss: 0.0311915 | val_loss: 0.031207 | Time: 1684.88 ms [2021-09-30 15:09:54 main:581] : INFO : Epoch 1892 | loss: 0.0311922 | val_loss: 0.031202 | Time: 1685 ms [2021-09-30 15:09:55 main:581] : INFO : Epoch 1893 | loss: 0.0311939 | val_loss: 0.0312071 | Time: 1647.26 ms [2021-09-30 15:09:57 main:581] : INFO : Epoch 1894 | loss: 0.0311916 | val_loss: 0.0312022 | Time: 1661.53 ms [2021-09-30 15:09:59 main:581] : INFO : Epoch 1895 | loss: 0.0311919 | val_loss: 0.0312029 | Time: 1679.82 ms [2021-09-30 15:10:00 main:581] : INFO : Epoch 1896 | loss: 0.0311909 | val_loss: 0.0312046 | Time: 1680.81 ms [2021-09-30 15:10:02 main:581] : INFO : Epoch 1897 | loss: 0.0311907 | val_loss: 0.0312021 | Time: 1630.34 ms [2021-09-30 15:10:03 main:581] : INFO : Epoch 1898 | loss: 0.0311926 | val_loss: 0.0312034 | Time: 1653.12 ms [2021-09-30 15:10:05 main:581] : INFO : Epoch 1899 | loss: 0.0311974 | val_loss: 0.0312041 | Time: 1694.54 ms [2021-09-30 15:10:07 main:581] : INFO : Epoch 1900 | loss: 0.0311976 | val_loss: 0.031203 | Time: 1668.76 ms [2021-09-30 15:10:08 main:581] : INFO : Epoch 1901 | loss: 0.0311978 | val_loss: 0.0312051 | Time: 1644.02 ms [2021-09-30 15:10:10 main:581] : INFO : Epoch 1902 | loss: 0.0312021 | val_loss: 0.0312099 | Time: 1673.53 ms [2021-09-30 15:10:12 main:581] : INFO : Epoch 1903 | loss: 0.0312053 | val_loss: 0.0312094 | Time: 1654.21 ms [2021-09-30 15:10:14 main:581] : INFO : Epoch 1904 | loss: 0.0312047 | val_loss: 0.031208 | Time: 1676.29 ms [2021-09-30 15:10:15 main:581] : INFO : Epoch 1905 | loss: 0.0312053 | val_loss: 0.0312082 | Time: 1681.04 ms [2021-09-30 15:10:17 main:581] : INFO : Epoch 1906 | loss: 0.0312045 | val_loss: 0.0312075 | Time: 1686.82 ms [2021-09-30 15:10:19 main:581] : INFO : Epoch 1907 | loss: 0.0312047 | val_loss: 0.0312071 | Time: 1650.18 ms [2021-09-30 15:10:20 main:581] : INFO : Epoch 1908 | loss: 0.0312046 | val_loss: 0.0312063 | Time: 1706.79 ms [2021-09-30 15:10:22 main:581] : INFO : Epoch 1909 | loss: 0.0312045 | val_loss: 0.0312084 | Time: 1676.09 ms [2021-09-30 15:10:24 main:581] : INFO : Epoch 1910 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 1702 ms [2021-09-30 15:10:25 main:581] : INFO : Epoch 1911 | loss: 0.0312081 | val_loss: 0.031217 | Time: 1714.45 ms [2021-09-30 15:10:27 main:581] : INFO : Epoch 1912 | loss: 0.031215 | val_loss: 0.0312085 | Time: 1678.99 ms [2021-09-30 15:10:29 main:581] : INFO : Epoch 1913 | loss: 0.0312093 | val_loss: 0.0312097 | Time: 1715.53 ms [2021-09-30 15:10:30 main:581] : INFO : Epoch 1914 | loss: 0.0312086 | val_loss: 0.0312084 | Time: 1726.71 ms [2021-09-30 15:10:32 main:581] : INFO : Epoch 1915 | loss: 0.0312082 | val_loss: 0.0312103 | Time: 1673.81 ms [2021-09-30 15:10:34 main:581] : INFO : Epoch 1916 | loss: 0.0312082 | val_loss: 0.0312102 | Time: 1672.42 ms [2021-09-30 15:10:35 main:581] : INFO : Epoch 1917 | loss: 0.0312086 | val_loss: 0.0312095 | Time: 1661.71 ms [2021-09-30 15:10:37 main:581] : INFO : Epoch 1918 | loss: 0.0312069 | val_loss: 0.0312074 | Time: 1693 ms [2021-09-30 15:10:39 main:581] : INFO : Epoch 1919 | loss: 0.0312096 | val_loss: 0.0312073 | Time: 1671.89 ms [2021-09-30 15:10:40 main:581] : INFO : Epoch 1920 | loss: 0.0312056 | val_loss: 0.0312051 | Time: 1638.83 ms [2021-09-30 15:10:42 main:581] : INFO : Epoch 1921 | loss: 0.0312057 | val_loss: 0.0312066 | Time: 1617.77 ms [2021-09-30 15:10:44 main:581] : INFO : Epoch 1922 | loss: 0.0312114 | val_loss: 0.0312206 | Time: 1614.23 ms [2021-09-30 15:10:45 main:581] : INFO : Epoch 1923 | loss: 0.0312107 | val_loss: 0.0312059 | Time: 1628.31 ms [2021-09-30 15:10:47 main:581] : INFO : Epoch 1924 | loss: 0.0312059 | val_loss: 0.0312067 | Time: 1620.96 ms [2021-09-30 15:10:49 main:581] : INFO : Epoch 1925 | loss: 0.0312059 | val_loss: 0.0312072 | Time: 1615.62 ms [2021-09-30 15:10:50 main:581] : INFO : Epoch 1926 | loss: 0.0312052 | val_loss: 0.0312052 | Time: 1626.79 ms [2021-09-30 15:10:52 main:581] : INFO : Epoch 1927 | loss: 0.0312052 | val_loss: 0.0312057 | Time: 1707.56 ms [2021-09-30 15:10:54 main:581] : INFO : Epoch 1928 | loss: 0.0312035 | val_loss: 0.0312048 | Time: 1684.33 ms [2021-09-30 15:10:55 main:581] : INFO : Epoch 1929 | loss: 0.031203 | val_loss: 0.0312043 | Time: 1726.6 ms [2021-09-30 15:10:57 main:581] : INFO : Epoch 1930 | loss: 0.0312026 | val_loss: 0.0312038 | Time: 1761.7 ms [2021-09-30 15:10:59 main:581] : INFO : Epoch 1931 | loss: 0.0312023 | val_loss: 0.0312033 | Time: 1687.24 ms [2021-09-30 15:11:00 main:581] : INFO : Epoch 1932 | loss: 0.0312013 | val_loss: 0.0312033 | Time: 1682.38 ms [2021-09-30 15:11:02 main:581] : INFO : Epoch 1933 | loss: 0.0312006 | val_loss: 0.031203 | Time: 1680.5 ms [2021-09-30 15:11:04 main:581] : INFO : Epoch 1934 | loss: 0.031201 | val_loss: 0.0312031 | Time: 1664.96 ms [2021-09-30 15:11:05 main:581] : INFO : Epoch 1935 | loss: 0.0312045 | val_loss: 0.0312056 | Time: 1657.39 ms [2021-09-30 15:11:07 main:581] : INFO : Epoch 1936 | loss: 0.0312013 | val_loss: 0.0312022 | Time: 1684.76 ms [2021-09-30 15:11:09 main:581] : INFO : Epoch 1937 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 1671.84 ms [2021-09-30 15:11:10 main:581] : INFO : Epoch 1938 | loss: 0.0312007 | val_loss: 0.0312029 | Time: 1706.14 ms [2021-09-30 15:11:12 main:581] : INFO : Epoch 1939 | loss: 0.0311996 | val_loss: 0.0312008 | Time: 1679.69 ms [2021-09-30 15:11:14 main:581] : INFO : Epoch 1940 | loss: 0.0311998 | val_loss: 0.0312023 | Time: 1705.69 ms [2021-09-30 15:11:16 main:581] : INFO : Epoch 1941 | loss: 0.0312019 | val_loss: 0.0312022 | Time: 1631.67 ms [2021-09-30 15:11:17 main:581] : INFO : Epoch 1942 | loss: 0.0312013 | val_loss: 0.0312043 | Time: 1716.15 ms [2021-09-30 15:11:19 main:581] : INFO : Epoch 1943 | loss: 0.0311997 | val_loss: 0.0312055 | Time: 1683.95 ms [2021-09-30 15:11:21 main:581] : INFO : Epoch 1944 | loss: 0.0312027 | val_loss: 0.0312023 | Time: 1741.84 ms [2021-09-30 15:11:22 main:581] : INFO : Epoch 1945 | loss: 0.0312006 | val_loss: 0.0312016 | Time: 1683.13 ms [2021-09-30 15:11:24 main:581] : INFO : Epoch 1946 | loss: 0.0312011 | val_loss: 0.0312076 | Time: 1694.34 ms [2021-09-30 15:11:26 main:581] : INFO : Epoch 1947 | loss: 0.0312002 | val_loss: 0.0312021 | Time: 1692.26 ms [2021-09-30 15:11:27 main:581] : INFO : Epoch 1948 | loss: 0.031199 | val_loss: 0.0312013 | Time: 1671.97 ms [2021-09-30 15:11:29 main:581] : INFO : Epoch 1949 | loss: 0.0311985 | val_loss: 0.0312008 | Time: 1654.35 ms [2021-09-30 15:11:31 main:581] : INFO : Epoch 1950 | loss: 0.0311985 | val_loss: 0.0312014 | Time: 1706.4 ms [2021-09-30 15:11:32 main:581] : INFO : Epoch 1951 | loss: 0.0311997 | val_loss: 0.0311994 | Time: 1704.53 ms [2021-09-30 15:11:34 main:581] : INFO : Epoch 1952 | loss: 0.0312014 | val_loss: 0.0311991 | Time: 1700.23 ms [2021-09-30 15:11:36 main:581] : INFO : Epoch 1953 | loss: 0.0312006 | val_loss: 0.0312027 | Time: 1695.15 ms [2021-09-30 15:11:38 main:581] : INFO : Epoch 1954 | loss: 0.0311996 | val_loss: 0.0312017 | Time: 1678.84 ms [2021-09-30 15:11:39 main:581] : INFO : Epoch 1955 | loss: 0.0311999 | val_loss: 0.0312036 | Time: 1677.26 ms [2021-09-30 15:11:41 main:581] : INFO : Epoch 1956 | loss: 0.0312003 | val_loss: 0.0312009 | Time: 1686.63 ms [2021-09-30 15:11:43 main:581] : INFO : Epoch 1957 | loss: 0.0311992 | val_loss: 0.0312032 | Time: 1660.32 ms [2021-09-30 15:11:44 main:581] : INFO : Epoch 1958 | loss: 0.0311996 | val_loss: 0.0312016 | Time: 1643.94 ms [2021-09-30 15:11:46 main:581] : INFO : Epoch 1959 | loss: 0.0311986 | val_loss: 0.0312022 | Time: 1667.31 ms [2021-09-30 15:11:48 main:581] : INFO : Epoch 1960 | loss: 0.0311985 | val_loss: 0.0312011 | Time: 1665.26 ms [2021-09-30 15:11:49 main:581] : INFO : Epoch 1961 | loss: 0.0311977 | val_loss: 0.0311999 | Time: 1687.11 ms [2021-09-30 15:11:51 main:581] : INFO : Epoch 1962 | loss: 0.0311974 | val_loss: 0.0311998 | Time: 1693.54 ms [2021-09-30 15:11:53 main:581] : INFO : Epoch 1963 | loss: 0.0311967 | val_loss: 0.031199 | Time: 1714.1 ms [2021-09-30 15:11:54 main:581] : INFO : Epoch 1964 | loss: 0.0311966 | val_loss: 0.0311987 | Time: 1681.82 ms [2021-09-30 15:11:56 main:581] : INFO : Epoch 1965 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 1666.43 ms [2021-09-30 15:11:58 main:581] : INFO : Epoch 1966 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 1700.37 ms [2021-09-30 15:11:59 main:581] : INFO : Epoch 1967 | loss: 0.0311968 | val_loss: 0.0312011 | Time: 1714.92 ms [2021-09-30 15:12:01 main:581] : INFO : Epoch 1968 | loss: 0.0311967 | val_loss: 0.0312008 | Time: 1671.83 ms [2021-09-30 15:12:03 main:581] : INFO : Epoch 1969 | loss: 0.0311967 | val_loss: 0.031204 | Time: 1708.49 ms [2021-09-30 15:12:04 main:581] : INFO : Epoch 1970 | loss: 0.0311977 | val_loss: 0.0312031 | Time: 1687.03 ms [2021-09-30 15:12:06 main:581] : INFO : Epoch 1971 | loss: 0.0311984 | val_loss: 0.0311999 | Time: 1672.83 ms [2021-09-30 15:12:08 main:581] : INFO : Epoch 1972 | loss: 0.0311973 | val_loss: 0.0312001 | Time: 1692.79 ms [2021-09-30 15:12:10 main:581] : INFO : Epoch 1973 | loss: 0.0311962 | val_loss: 0.031199 | Time: 1700.57 ms [2021-09-30 15:12:11 main:581] : INFO : Epoch 1974 | loss: 0.0311966 | val_loss: 0.0311983 | Time: 1666.82 ms [2021-09-30 15:12:13 main:581] : INFO : Epoch 1975 | loss: 0.0311963 | val_loss: 0.0311987 | Time: 1736.79 ms [2021-09-30 15:12:15 main:581] : INFO : Epoch 1976 | loss: 0.0311962 | val_loss: 0.0312013 | Time: 1723.73 ms [2021-09-30 15:12:16 main:581] : INFO : Epoch 1977 | loss: 0.0311966 | val_loss: 0.0311996 | Time: 1691.08 ms [2021-09-30 15:12:18 main:581] : INFO : Epoch 1978 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 1720.99 ms [2021-09-30 15:12:20 main:581] : INFO : Epoch 1979 | loss: 0.0311958 | val_loss: 0.0311982 | Time: 1672.24 ms [2021-09-30 15:12:21 main:581] : INFO : Epoch 1980 | loss: 0.0311978 | val_loss: 0.031199 | Time: 1671.41 ms [2021-09-30 15:12:23 main:581] : INFO : Epoch 1981 | loss: 0.0311988 | val_loss: 0.0311988 | Time: 1732.66 ms [2021-09-30 15:12:25 main:581] : INFO : Epoch 1982 | loss: 0.031198 | val_loss: 0.031199 | Time: 1684.14 ms [2021-09-30 15:12:27 main:581] : INFO : Epoch 1983 | loss: 0.0311979 | val_loss: 0.0311975 | Time: 1706.52 ms [2021-09-30 15:12:28 main:581] : INFO : Epoch 1984 | loss: 0.0311981 | val_loss: 0.0311977 | Time: 1693.98 ms [2021-09-30 15:12:30 main:581] : INFO : Epoch 1985 | loss: 0.031198 | val_loss: 0.0312001 | Time: 1707.79 ms [2021-09-30 15:12:32 main:581] : INFO : Epoch 1986 | loss: 0.0311972 | val_loss: 0.0311974 | Time: 1697.68 ms [2021-09-30 15:12:33 main:581] : INFO : Epoch 1987 | loss: 0.0311961 | val_loss: 0.0311978 | Time: 1691.32 ms [2021-09-30 15:12:35 main:581] : INFO : Epoch 1988 | loss: 0.0311976 | val_loss: 0.0311987 | Time: 1720.84 ms [2021-09-30 15:12:37 main:581] : INFO : Epoch 1989 | loss: 0.031197 | val_loss: 0.0311978 | Time: 1672.82 ms [2021-09-30 15:12:38 main:581] : INFO : Epoch 1990 | loss: 0.0311969 | val_loss: 0.0311985 | Time: 1632.61 ms [2021-09-30 15:12:40 main:581] : INFO : Epoch 1991 | loss: 0.031197 | val_loss: 0.0311978 | Time: 1702.96 ms [2021-09-30 15:12:42 main:581] : INFO : Epoch 1992 | loss: 0.0311979 | val_loss: 0.0311974 | Time: 1668.8 ms [2021-09-30 15:12:43 main:581] : INFO : Epoch 1993 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 1671.02 ms [2021-09-30 15:12:45 main:581] : INFO : Epoch 1994 | loss: 0.0311954 | val_loss: 0.031199 | Time: 1716.01 ms [2021-09-30 15:12:47 main:581] : INFO : Epoch 1995 | loss: 0.0311956 | val_loss: 0.0311981 | Time: 1652.23 ms [2021-09-30 15:12:48 main:581] : INFO : Epoch 1996 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 1676.02 ms [2021-09-30 15:12:50 main:581] : INFO : Epoch 1997 | loss: 0.0311972 | val_loss: 0.0311951 | Time: 1683.41 ms [2021-09-30 15:12:52 main:581] : INFO : Epoch 1998 | loss: 0.0311968 | val_loss: 0.0312009 | Time: 1664.21 ms [2021-09-30 15:12:54 main:581] : INFO : Epoch 1999 | loss: 0.0311978 | val_loss: 0.0311963 | Time: 1704.88 ms [2021-09-30 15:12:55 main:581] : INFO : Epoch 2000 | loss: 0.0311965 | val_loss: 0.031194 | Time: 1660.31 ms [2021-09-30 15:12:57 main:581] : INFO : Epoch 2001 | loss: 0.0311954 | val_loss: 0.0311947 | Time: 1696.04 ms [2021-09-30 15:12:59 main:581] : INFO : Epoch 2002 | loss: 0.0311953 | val_loss: 0.031194 | Time: 1688.7 ms [2021-09-30 15:13:00 main:581] : INFO : Epoch 2003 | loss: 0.0311956 | val_loss: 0.0311937 | Time: 1690.48 ms [2021-09-30 15:13:02 main:581] : INFO : Epoch 2004 | loss: 0.0311953 | val_loss: 0.031194 | Time: 1654.55 ms [2021-09-30 15:13:04 main:581] : INFO : Epoch 2005 | loss: 0.0311966 | val_loss: 0.0311973 | Time: 1638.25 ms [2021-09-30 15:13:05 main:581] : INFO : Epoch 2006 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 1709.12 ms [2021-09-30 15:13:07 main:581] : INFO : Epoch 2007 | loss: 0.0311953 | val_loss: 0.0311961 | Time: 1697.45 ms [2021-09-30 15:13:09 main:581] : INFO : Epoch 2008 | loss: 0.0311947 | val_loss: 0.0311941 | Time: 1694.91 ms [2021-09-30 15:13:10 main:581] : INFO : Epoch 2009 | loss: 0.0311949 | val_loss: 0.031195 | Time: 1664.33 ms [2021-09-30 15:13:12 main:581] : INFO : Epoch 2010 | loss: 0.0311945 | val_loss: 0.0311957 | Time: 1657.76 ms [2021-09-30 15:13:14 main:581] : INFO : Epoch 2011 | loss: 0.0311946 | val_loss: 0.0311946 | Time: 1673.98 ms [2021-09-30 15:13:15 main:581] : INFO : Epoch 2012 | loss: 0.0311927 | val_loss: 0.0311934 | Time: 1729.79 ms [2021-09-30 15:13:17 main:581] : INFO : Epoch 2013 | loss: 0.0311927 | val_loss: 0.0311938 | Time: 1665.1 ms [2021-09-30 15:13:19 main:581] : INFO : Epoch 2014 | loss: 0.0311927 | val_loss: 0.0311939 | Time: 1689.78 ms [2021-09-30 15:13:20 main:581] : INFO : Epoch 2015 | loss: 0.0311941 | val_loss: 0.0311978 | Time: 1681.9 ms [2021-09-30 15:13:22 main:581] : INFO : Epoch 2016 | loss: 0.0311927 | val_loss: 0.0311931 | Time: 1717.96 ms [2021-09-30 15:13:24 main:581] : INFO : Epoch 2017 | loss: 0.0311923 | val_loss: 0.0311928 | Time: 1705.92 ms [2021-09-30 15:13:26 main:581] : INFO : Epoch 2018 | loss: 0.0311921 | val_loss: 0.0311949 | Time: 1674.18 ms [2021-09-30 15:13:27 main:581] : INFO : Epoch 2019 | loss: 0.0311936 | val_loss: 0.0311921 | Time: 1660.83 ms [2021-09-30 15:13:29 main:581] : INFO : Epoch 2020 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 1686.24 ms [2021-09-30 15:13:31 main:581] : INFO : Epoch 2021 | loss: 0.031193 | val_loss: 0.0311937 | Time: 1674.15 ms [2021-09-30 15:13:32 main:581] : INFO : Epoch 2022 | loss: 0.0311936 | val_loss: 0.0311934 | Time: 1700.06 ms [2021-09-30 15:13:34 main:581] : INFO : Epoch 2023 | loss: 0.0311936 | val_loss: 0.0311964 | Time: 1703.15 ms [2021-09-30 15:13:36 main:581] : INFO : Epoch 2024 | loss: 0.0311956 | val_loss: 0.0311928 | Time: 1667.16 ms [2021-09-30 15:13:37 main:581] : INFO : Epoch 2025 | loss: 0.031195 | val_loss: 0.0311935 | Time: 1694.99 ms [2021-09-30 15:13:39 main:581] : INFO : Epoch 2026 | loss: 0.0311936 | val_loss: 0.0311925 | Time: 1702.11 ms [2021-09-30 15:13:41 main:581] : INFO : Epoch 2027 | loss: 0.0311931 | val_loss: 0.0311921 | Time: 1676.46 ms [2021-09-30 15:13:42 main:581] : INFO : Epoch 2028 | loss: 0.0311925 | val_loss: 0.0311936 | Time: 1687.9 ms [2021-09-30 15:13:44 main:581] : INFO : Epoch 2029 | loss: 0.0311932 | val_loss: 0.0311927 | Time: 1698.7 ms [2021-09-30 15:13:46 main:581] : INFO : Epoch 2030 | loss: 0.0311967 | val_loss: 0.031209 | Time: 1680.14 ms [2021-09-30 15:13:47 main:581] : INFO : Epoch 2031 | loss: 0.0312109 | val_loss: 0.031207 | Time: 1710.66 ms [2021-09-30 15:13:49 main:581] : INFO : Epoch 2032 | loss: 0.0312085 | val_loss: 0.0312074 | Time: 1653.66 ms [2021-09-30 15:13:51 main:581] : INFO : Epoch 2033 | loss: 0.0312129 | val_loss: 0.031211 | Time: 1711.02 ms [2021-09-30 15:13:53 main:581] : INFO : Epoch 2034 | loss: 0.0312138 | val_loss: 0.0312103 | Time: 1687.03 ms [2021-09-30 15:13:54 main:581] : INFO : Epoch 2035 | loss: 0.0312127 | val_loss: 0.0312108 | Time: 1661.92 ms [2021-09-30 15:13:56 main:581] : INFO : Epoch 2036 | loss: 0.0312147 | val_loss: 0.0312178 | Time: 1687.91 ms [2021-09-30 15:13:58 main:581] : INFO : Epoch 2037 | loss: 0.0312169 | val_loss: 0.0312139 | Time: 1739.96 ms [2021-09-30 15:13:59 main:581] : INFO : Epoch 2038 | loss: 0.0312154 | val_loss: 0.0312107 | Time: 1674.78 ms [2021-09-30 15:14:01 main:581] : INFO : Epoch 2039 | loss: 0.0312127 | val_loss: 0.0312104 | Time: 1682.25 ms [2021-09-30 15:14:03 main:581] : INFO : Epoch 2040 | loss: 0.0312121 | val_loss: 0.031209 | Time: 1682.57 ms [2021-09-30 15:14:04 main:581] : INFO : Epoch 2041 | loss: 0.0312108 | val_loss: 0.0312086 | Time: 1697.25 ms [2021-09-30 15:14:06 main:581] : INFO : Epoch 2042 | loss: 0.0312105 | val_loss: 0.0312085 | Time: 1692.83 ms [2021-09-30 15:14:08 main:581] : INFO : Epoch 2043 | loss: 0.0312106 | val_loss: 0.0312099 | Time: 1684.2 ms [2021-09-30 15:14:09 main:581] : INFO : Epoch 2044 | loss: 0.0312109 | val_loss: 0.0312089 | Time: 1676.58 ms [2021-09-30 15:14:11 main:581] : INFO : Epoch 2045 | loss: 0.0312105 | val_loss: 0.0312082 | Time: 1664.85 ms [2021-09-30 15:14:13 main:581] : INFO : Epoch 2046 | loss: 0.0312119 | val_loss: 0.0312106 | Time: 1668.29 ms [2021-09-30 15:14:14 main:581] : INFO : Epoch 2047 | loss: 0.0312111 | val_loss: 0.0312097 | Time: 1673.2 ms [2021-09-30 15:14:16 main:581] : INFO : Epoch 2048 | loss: 0.03121 | val_loss: 0.0312081 | Time: 1661.09 ms [2021-09-30 15:14:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312081 [2021-09-30 15:14:16 main:610] : INFO : Saving end state to config to file [2021-09-30 15:14:16 main:615] : INFO : Success, exiting.. 15:14:16 (2574117): 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)