Task 7609105
| Name | ParityModified-1631730663-3885-2_0 |
| Workunit | 5263942 |
| Created | 26 Sep 2021, 15:56:27 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 |
| CPU time | 56 min 56 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> 2:26 main:581] : INFO : Epoch 1538 | loss: 0.0311986 | val_loss: 0.0311955 | Time: 1660.05 ms [2021-09-30 14:02:28 main:581] : INFO : Epoch 1539 | loss: 0.0311967 | val_loss: 0.0311942 | Time: 1639.85 ms [2021-09-30 14:02:29 main:581] : INFO : Epoch 1540 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 1654.05 ms [2021-09-30 14:02:31 main:581] : INFO : Epoch 1541 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1642.81 ms [2021-09-30 14:02:33 main:581] : INFO : Epoch 1542 | loss: 0.0311951 | val_loss: 0.0311933 | Time: 1628.38 ms [2021-09-30 14:02:34 main:581] : INFO : Epoch 1543 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 1630.95 ms [2021-09-30 14:02:36 main:581] : INFO : Epoch 1544 | loss: 0.0311956 | val_loss: 0.0312027 | Time: 1614.32 ms [2021-09-30 14:02:38 main:581] : INFO : Epoch 1545 | loss: 0.031198 | val_loss: 0.0311972 | Time: 1631.38 ms [2021-09-30 14:02:39 main:581] : INFO : Epoch 1546 | loss: 0.031195 | val_loss: 0.0311949 | Time: 1632.05 ms [2021-09-30 14:02:41 main:581] : INFO : Epoch 1547 | loss: 0.0311941 | val_loss: 0.0311961 | Time: 1646.28 ms [2021-09-30 14:02:42 main:581] : INFO : Epoch 1548 | loss: 0.0311948 | val_loss: 0.031196 | Time: 1607.48 ms [2021-09-30 14:02:44 main:581] : INFO : Epoch 1549 | loss: 0.0311948 | val_loss: 0.0311962 | Time: 1646.37 ms [2021-09-30 14:02:46 main:581] : INFO : Epoch 1550 | loss: 0.031195 | val_loss: 0.0311941 | Time: 1634.87 ms [2021-09-30 14:02:47 main:581] : INFO : Epoch 1551 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 1639.28 ms [2021-09-30 14:02:49 main:581] : INFO : Epoch 1552 | loss: 0.0311963 | val_loss: 0.031196 | Time: 1678.94 ms [2021-09-30 14:02:51 main:581] : INFO : Epoch 1553 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 1691.48 ms [2021-09-30 14:02:52 main:581] : INFO : Epoch 1554 | loss: 0.0311947 | val_loss: 0.0311939 | Time: 1669.48 ms [2021-09-30 14:02:54 main:581] : INFO : Epoch 1555 | loss: 0.0311937 | val_loss: 0.031194 | Time: 1679.65 ms [2021-09-30 14:02:56 main:581] : INFO : Epoch 1556 | loss: 0.0311937 | val_loss: 0.031194 | Time: 1666.94 ms [2021-09-30 14:02:57 main:581] : INFO : Epoch 1557 | loss: 0.0311935 | val_loss: 0.0311943 | Time: 1657.85 ms [2021-09-30 14:02:59 main:581] : INFO : Epoch 1558 | loss: 0.0311936 | val_loss: 0.0311956 | Time: 1667.69 ms [2021-09-30 14:03:01 main:581] : INFO : Epoch 1559 | loss: 0.0311956 | val_loss: 0.0311972 | Time: 1659.95 ms [2021-09-30 14:03:02 main:581] : INFO : Epoch 1560 | loss: 0.0311968 | val_loss: 0.0311942 | Time: 1690.42 ms [2021-09-30 14:03:04 main:581] : INFO : Epoch 1561 | loss: 0.0311954 | val_loss: 0.0311936 | Time: 1673.81 ms [2021-09-30 14:03:06 main:581] : INFO : Epoch 1562 | loss: 0.0311931 | val_loss: 0.0311945 | Time: 1667.02 ms [2021-09-30 14:03:07 main:581] : INFO : Epoch 1563 | loss: 0.031193 | val_loss: 0.0311932 | Time: 1668.88 ms [2021-09-30 14:03:09 main:581] : INFO : Epoch 1564 | loss: 0.0311943 | val_loss: 0.031196 | Time: 1689.14 ms [2021-09-30 14:03:11 main:581] : INFO : Epoch 1565 | loss: 0.0311958 | val_loss: 0.0311942 | Time: 1615.33 ms [2021-09-30 14:03:12 main:581] : INFO : Epoch 1566 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 1636.42 ms [2021-09-30 14:03:14 main:581] : INFO : Epoch 1567 | loss: 0.0311946 | val_loss: 0.0311939 | Time: 1617.39 ms [2021-09-30 14:03:16 main:581] : INFO : Epoch 1568 | loss: 0.031198 | val_loss: 0.031197 | Time: 1673.53 ms [2021-09-30 14:03:17 main:581] : INFO : Epoch 1569 | loss: 0.0311971 | val_loss: 0.0311953 | Time: 1698.67 ms [2021-09-30 14:03:19 main:581] : INFO : Epoch 1570 | loss: 0.0311946 | val_loss: 0.0311972 | Time: 1672.48 ms [2021-09-30 14:03:21 main:581] : INFO : Epoch 1571 | loss: 0.0311943 | val_loss: 0.0311986 | Time: 1686.13 ms [2021-09-30 14:03:22 main:581] : INFO : Epoch 1572 | loss: 0.0311942 | val_loss: 0.0311955 | Time: 1666.72 ms [2021-09-30 14:03:24 main:581] : INFO : Epoch 1573 | loss: 0.0311936 | val_loss: 0.0311937 | Time: 1689.06 ms [2021-09-30 14:03:26 main:581] : INFO : Epoch 1574 | loss: 0.0311935 | val_loss: 0.0311963 | Time: 1673.45 ms [2021-09-30 14:03:27 main:581] : INFO : Epoch 1575 | loss: 0.0311937 | val_loss: 0.0311952 | Time: 1690.75 ms [2021-09-30 14:03:29 main:581] : INFO : Epoch 1576 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 1669.35 ms [2021-09-30 14:03:31 main:581] : INFO : Epoch 1577 | loss: 0.0311944 | val_loss: 0.0311948 | Time: 1675.49 ms [2021-09-30 14:03:33 main:581] : INFO : Epoch 1578 | loss: 0.031193 | val_loss: 0.0311952 | Time: 1671.8 ms [2021-09-30 14:03:34 main:581] : INFO : Epoch 1579 | loss: 0.0311972 | val_loss: 0.0311977 | Time: 1683.73 ms [2021-09-30 14:03:36 main:581] : INFO : Epoch 1580 | loss: 0.0311999 | val_loss: 0.0312038 | Time: 1707.21 ms [2021-09-30 14:03:38 main:581] : INFO : Epoch 1581 | loss: 0.0311953 | val_loss: 0.0311931 | Time: 1656.97 ms [2021-09-30 14:03:39 main:581] : INFO : Epoch 1582 | loss: 0.0311942 | val_loss: 0.0311953 | Time: 1654.55 ms [2021-09-30 14:03:41 main:581] : INFO : Epoch 1583 | loss: 0.0311938 | val_loss: 0.0311974 | Time: 1658.61 ms [2021-09-30 14:03:43 main:581] : INFO : Epoch 1584 | loss: 0.0311934 | val_loss: 0.0311935 | Time: 1668.18 ms [2021-09-30 14:03:44 main:581] : INFO : Epoch 1585 | loss: 0.0311974 | val_loss: 0.0312001 | Time: 1652.82 ms [2021-09-30 14:03:46 main:581] : INFO : Epoch 1586 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 1650.21 ms [2021-09-30 14:03:48 main:581] : INFO : Epoch 1587 | loss: 0.0311942 | val_loss: 0.0311942 | Time: 1688.6 ms [2021-09-30 14:03:49 main:581] : INFO : Epoch 1588 | loss: 0.0311956 | val_loss: 0.0311927 | Time: 1657.59 ms [2021-09-30 14:03:51 main:581] : INFO : Epoch 1589 | loss: 0.0311961 | val_loss: 0.031193 | Time: 1642.52 ms [2021-09-30 14:03:52 main:581] : INFO : Epoch 1590 | loss: 0.0311935 | val_loss: 0.0311938 | Time: 1662.28 ms [2021-09-30 14:03:54 main:581] : INFO : Epoch 1591 | loss: 0.0311929 | val_loss: 0.0311943 | Time: 1679.08 ms [2021-09-30 14:03:56 main:581] : INFO : Epoch 1592 | loss: 0.0311924 | val_loss: 0.0312023 | Time: 1664.95 ms [2021-09-30 14:03:58 main:581] : INFO : Epoch 1593 | loss: 0.0311939 | val_loss: 0.0311947 | Time: 1663.41 ms [2021-09-30 14:03:59 main:581] : INFO : Epoch 1594 | loss: 0.0311955 | val_loss: 0.0311976 | Time: 1687.2 ms [2021-09-30 14:04:01 main:581] : INFO : Epoch 1595 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 1700.68 ms [2021-09-30 14:04:03 main:581] : INFO : Epoch 1596 | loss: 0.0311938 | val_loss: 0.0311948 | Time: 1658.39 ms [2021-09-30 14:04:04 main:581] : INFO : Epoch 1597 | loss: 0.031193 | val_loss: 0.0311965 | Time: 1673.51 ms [2021-09-30 14:04:06 main:581] : INFO : Epoch 1598 | loss: 0.0311937 | val_loss: 0.0311953 | Time: 1683.61 ms [2021-09-30 14:04:08 main:581] : INFO : Epoch 1599 | loss: 0.0311933 | val_loss: 0.0311968 | Time: 1665.95 ms [2021-09-30 14:04:09 main:581] : INFO : Epoch 1600 | loss: 0.0311932 | val_loss: 0.0311966 | Time: 1655.76 ms [2021-09-30 14:04:11 main:581] : INFO : Epoch 1601 | loss: 0.031193 | val_loss: 0.0311948 | Time: 1666.93 ms [2021-09-30 14:04:13 main:581] : INFO : Epoch 1602 | loss: 0.0311927 | val_loss: 0.031195 | Time: 1680.64 ms [2021-09-30 14:04:14 main:581] : INFO : Epoch 1603 | loss: 0.0311934 | val_loss: 0.031194 | Time: 1628.86 ms [2021-09-30 14:04:16 main:581] : INFO : Epoch 1604 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 1660.7 ms [2021-09-30 14:04:18 main:581] : INFO : Epoch 1605 | loss: 0.0311914 | val_loss: 0.0311968 | Time: 1660.66 ms [2021-09-30 14:04:19 main:581] : INFO : Epoch 1606 | loss: 0.0311923 | val_loss: 0.0311959 | Time: 1658.66 ms [2021-09-30 14:04:21 main:581] : INFO : Epoch 1607 | loss: 0.0311939 | val_loss: 0.0311978 | Time: 1664.64 ms [2021-09-30 14:04:22 main:581] : INFO : Epoch 1608 | loss: 0.0311976 | val_loss: 0.0311953 | Time: 1604.45 ms [2021-09-30 14:04:24 main:581] : INFO : Epoch 1609 | loss: 0.0311928 | val_loss: 0.0311937 | Time: 1671.97 ms [2021-09-30 14:04:26 main:581] : INFO : Epoch 1610 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 1668.81 ms [2021-09-30 14:04:27 main:581] : INFO : Epoch 1611 | loss: 0.0311941 | val_loss: 0.0311972 | Time: 1654.98 ms [2021-09-30 14:04:29 main:581] : INFO : Epoch 1612 | loss: 0.0311935 | val_loss: 0.0311949 | Time: 1629.95 ms [2021-09-30 14:04:31 main:581] : INFO : Epoch 1613 | loss: 0.0311928 | val_loss: 0.0311971 | Time: 1669.57 ms [2021-09-30 14:04:32 main:581] : INFO : Epoch 1614 | loss: 0.031193 | val_loss: 0.0311979 | Time: 1660.19 ms [2021-09-30 14:04:34 main:581] : INFO : Epoch 1615 | loss: 0.0311943 | val_loss: 0.0311957 | Time: 1685.97 ms [2021-09-30 14:04:36 main:581] : INFO : Epoch 1616 | loss: 0.0311916 | val_loss: 0.031194 | Time: 1647.49 ms [2021-09-30 14:04:37 main:581] : INFO : Epoch 1617 | loss: 0.0311911 | val_loss: 0.0311933 | Time: 1653.06 ms [2021-09-30 14:04:39 main:581] : INFO : Epoch 1618 | loss: 0.0311917 | val_loss: 0.0311934 | Time: 1644.13 ms [2021-09-30 14:04:41 main:581] : INFO : Epoch 1619 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 1617.66 ms [2021-09-30 14:04:42 main:581] : INFO : Epoch 1620 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 1632.69 ms [2021-09-30 14:04:44 main:581] : INFO : Epoch 1621 | loss: 0.0311947 | val_loss: 0.0311997 | Time: 1626.52 ms [2021-09-30 14:04:46 main:581] : INFO : Epoch 1622 | loss: 0.0311951 | val_loss: 0.0311971 | Time: 1642.9 ms [2021-09-30 14:04:47 main:581] : INFO : Epoch 1623 | loss: 0.0311942 | val_loss: 0.031202 | Time: 1647.38 ms [2021-09-30 14:04:49 main:581] : INFO : Epoch 1624 | loss: 0.0311937 | val_loss: 0.0311957 | Time: 1645.25 ms [2021-09-30 14:04:50 main:581] : INFO : Epoch 1625 | loss: 0.0311923 | val_loss: 0.0311933 | Time: 1619.84 ms [2021-09-30 14:04:52 main:581] : INFO : Epoch 1626 | loss: 0.0311954 | val_loss: 0.0311982 | Time: 1642.62 ms [2021-09-30 14:04:54 main:581] : INFO : Epoch 1627 | loss: 0.0311934 | val_loss: 0.0311943 | Time: 1695.55 ms [2021-09-30 14:04:55 main:581] : INFO : Epoch 1628 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 1627.51 ms [2021-09-30 14:04:57 main:581] : INFO : Epoch 1629 | loss: 0.0311943 | val_loss: 0.0311988 | Time: 1650.21 ms [2021-09-30 14:04:59 main:581] : INFO : Epoch 1630 | loss: 0.0311949 | val_loss: 0.0311959 | Time: 1656.17 ms [2021-09-30 14:05:00 main:581] : INFO : Epoch 1631 | loss: 0.0311925 | val_loss: 0.0311941 | Time: 1691.87 ms [2021-09-30 14:05:02 main:581] : INFO : Epoch 1632 | loss: 0.0311928 | val_loss: 0.0311946 | Time: 1683.46 ms [2021-09-30 14:05:04 main:581] : INFO : Epoch 1633 | loss: 0.0311933 | val_loss: 0.0311992 | Time: 1698.87 ms [2021-09-30 14:05:06 main:581] : INFO : Epoch 1634 | loss: 0.0311986 | val_loss: 0.0311985 | Time: 1698.8 ms [2021-09-30 14:05:07 main:581] : INFO : Epoch 1635 | loss: 0.031194 | val_loss: 0.0311934 | Time: 1677.81 ms [2021-09-30 14:05:09 main:581] : INFO : Epoch 1636 | loss: 0.0311937 | val_loss: 0.0311962 | Time: 1690.47 ms [2021-09-30 14:05:11 main:581] : INFO : Epoch 1637 | loss: 0.0311919 | val_loss: 0.0311959 | Time: 1675.7 ms [2021-09-30 14:05:12 main:581] : INFO : Epoch 1638 | loss: 0.0311927 | val_loss: 0.0312025 | Time: 1657.16 ms [2021-09-30 14:05:14 main:581] : INFO : Epoch 1639 | loss: 0.031194 | val_loss: 0.0311993 | Time: 1663.59 ms [2021-09-30 14:05:16 main:581] : INFO : Epoch 1640 | loss: 0.0311947 | val_loss: 0.0311967 | Time: 1639.5 ms [2021-09-30 14:05:17 main:581] : INFO : Epoch 1641 | loss: 0.0311959 | val_loss: 0.031195 | Time: 1651.29 ms [2021-09-30 14:05:19 main:581] : INFO : Epoch 1642 | loss: 0.0311933 | val_loss: 0.031194 | Time: 1659.69 ms [2021-09-30 14:05:21 main:581] : INFO : Epoch 1643 | loss: 0.0311917 | val_loss: 0.0311957 | Time: 1663.3 ms [2021-09-30 14:05:22 main:581] : INFO : Epoch 1644 | loss: 0.0311933 | val_loss: 0.031202 | Time: 1682.89 ms [2021-09-30 14:05:24 main:581] : INFO : Epoch 1645 | loss: 0.0311937 | val_loss: 0.0311973 | Time: 1690.39 ms [2021-09-30 14:05:26 main:581] : INFO : Epoch 1646 | loss: 0.0311934 | val_loss: 0.0311984 | Time: 1636.03 ms [2021-09-30 14:05:27 main:581] : INFO : Epoch 1647 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 1651.03 ms [2021-09-30 14:05:29 main:581] : INFO : Epoch 1648 | loss: 0.031191 | val_loss: 0.0311932 | Time: 1647.67 ms [2021-09-30 14:05:30 main:581] : INFO : Epoch 1649 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 1648.04 ms [2021-09-30 14:05:32 main:581] : INFO : Epoch 1650 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 1670.93 ms [2021-09-30 14:05:34 main:581] : INFO : Epoch 1651 | loss: 0.0311921 | val_loss: 0.0311941 | Time: 1646.09 ms [2021-09-30 14:05:35 main:581] : INFO : Epoch 1652 | loss: 0.0311911 | val_loss: 0.0311931 | Time: 1668.33 ms [2021-09-30 14:05:37 main:581] : INFO : Epoch 1653 | loss: 0.0311916 | val_loss: 0.0311947 | Time: 1672.88 ms [2021-09-30 14:05:39 main:581] : INFO : Epoch 1654 | loss: 0.0311924 | val_loss: 0.0311963 | Time: 1690.17 ms [2021-09-30 14:05:40 main:581] : INFO : Epoch 1655 | loss: 0.0311916 | val_loss: 0.0311926 | Time: 1672.87 ms [2021-09-30 14:05:42 main:581] : INFO : Epoch 1656 | loss: 0.0311911 | val_loss: 0.0311948 | Time: 1679.88 ms [2021-09-30 14:05:44 main:581] : INFO : Epoch 1657 | loss: 0.0311932 | val_loss: 0.0312003 | Time: 1668.74 ms [2021-09-30 14:05:46 main:581] : INFO : Epoch 1658 | loss: 0.0311935 | val_loss: 0.0311947 | Time: 1679.68 ms [2021-09-30 14:05:47 main:581] : INFO : Epoch 1659 | loss: 0.0311907 | val_loss: 0.031194 | Time: 1669.91 ms [2021-09-30 14:05:49 main:581] : INFO : Epoch 1660 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 1678.59 ms [2021-09-30 14:05:51 main:581] : INFO : Epoch 1661 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 1660.56 ms [2021-09-30 14:05:52 main:581] : INFO : Epoch 1662 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 1657.7 ms [2021-09-30 14:05:54 main:581] : INFO : Epoch 1663 | loss: 0.0311905 | val_loss: 0.0311931 | Time: 1638.89 ms [2021-09-30 14:05:55 main:581] : INFO : Epoch 1664 | loss: 0.0311913 | val_loss: 0.0311932 | Time: 1651.16 ms [2021-09-30 14:05:57 main:581] : INFO : Epoch 1665 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 1643.87 ms [2021-09-30 14:05:59 main:581] : INFO : Epoch 1666 | loss: 0.0311928 | val_loss: 0.0311954 | Time: 1636.56 ms [2021-09-30 14:06:00 main:581] : INFO : Epoch 1667 | loss: 0.0311928 | val_loss: 0.0311922 | Time: 1684.31 ms [2021-09-30 14:06:02 main:581] : INFO : Epoch 1668 | loss: 0.0311931 | val_loss: 0.0311919 | Time: 1661.55 ms [2021-09-30 14:06:04 main:581] : INFO : Epoch 1669 | loss: 0.031194 | val_loss: 0.0311935 | Time: 1652.09 ms [2021-09-30 14:06:05 main:581] : INFO : Epoch 1670 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 1690.23 ms [2021-09-30 14:06:07 main:581] : INFO : Epoch 1671 | loss: 0.0311924 | val_loss: 0.031196 | Time: 1671.44 ms [2021-09-30 14:06:09 main:581] : INFO : Epoch 1672 | loss: 0.0311923 | val_loss: 0.031196 | Time: 1689.86 ms [2021-09-30 14:06:10 main:581] : INFO : Epoch 1673 | loss: 0.0311931 | val_loss: 0.0311954 | Time: 1672.97 ms [2021-09-30 14:06:12 main:581] : INFO : Epoch 1674 | loss: 0.0311907 | val_loss: 0.0311944 | Time: 1676.26 ms [2021-09-30 14:06:14 main:581] : INFO : Epoch 1675 | loss: 0.0311905 | val_loss: 0.0311985 | Time: 1661.62 ms [2021-09-30 14:06:15 main:581] : INFO : Epoch 1676 | loss: 0.0311909 | val_loss: 0.0311957 | Time: 1635.44 ms [2021-09-30 14:06:17 main:581] : INFO : Epoch 1677 | loss: 0.0311912 | val_loss: 0.0311927 | Time: 1673.44 ms [2021-09-30 14:06:19 main:581] : INFO : Epoch 1678 | loss: 0.03119 | val_loss: 0.0311966 | Time: 1658.12 ms [2021-09-30 14:06:20 main:581] : INFO : Epoch 1679 | loss: 0.0311905 | val_loss: 0.031193 | Time: 1680.43 ms [2021-09-30 14:06:22 main:581] : INFO : Epoch 1680 | loss: 0.03119 | val_loss: 0.0311929 | Time: 1675.3 ms [2021-09-30 14:06:24 main:581] : INFO : Epoch 1681 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 1679.11 ms [2021-09-30 14:06:25 main:581] : INFO : Epoch 1682 | loss: 0.0311911 | val_loss: 0.0311973 | Time: 1649.24 ms [2021-09-30 14:06:27 main:581] : INFO : Epoch 1683 | loss: 0.0311902 | val_loss: 0.0311955 | Time: 1669.86 ms [2021-09-30 14:06:29 main:581] : INFO : Epoch 1684 | loss: 0.0311897 | val_loss: 0.0311963 | Time: 1677.1 ms [2021-09-30 14:06:30 main:581] : INFO : Epoch 1685 | loss: 0.0311903 | val_loss: 0.0311937 | Time: 1655.45 ms [2021-09-30 14:06:32 main:581] : INFO : Epoch 1686 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 1662.05 ms [2021-09-30 14:06:34 main:581] : INFO : Epoch 1687 | loss: 0.0311902 | val_loss: 0.0311933 | Time: 1718.58 ms [2021-09-30 14:06:36 main:581] : INFO : Epoch 1688 | loss: 0.0311892 | val_loss: 0.0311951 | Time: 1682.24 ms [2021-09-30 14:06:37 main:581] : INFO : Epoch 1689 | loss: 0.0311922 | val_loss: 0.0311944 | Time: 1672.11 ms [2021-09-30 14:06:39 main:581] : INFO : Epoch 1690 | loss: 0.031195 | val_loss: 0.0311961 | Time: 1696.28 ms [2021-09-30 14:06:41 main:581] : INFO : Epoch 1691 | loss: 0.031193 | val_loss: 0.0311941 | Time: 1676.8 ms [2021-09-30 14:06:42 main:581] : INFO : Epoch 1692 | loss: 0.0311905 | val_loss: 0.0311956 | Time: 1705.14 ms [2021-09-30 14:06:44 main:581] : INFO : Epoch 1693 | loss: 0.0311905 | val_loss: 0.0311947 | Time: 1664.72 ms [2021-09-30 14:06:46 main:581] : INFO : Epoch 1694 | loss: 0.031191 | val_loss: 0.0311942 | Time: 1672.82 ms [2021-09-30 14:06:47 main:581] : INFO : Epoch 1695 | loss: 0.0311895 | val_loss: 0.0311934 | Time: 1707.62 ms [2021-09-30 14:06:49 main:581] : INFO : Epoch 1696 | loss: 0.0311887 | val_loss: 0.0311941 | Time: 1696.04 ms [2021-09-30 14:06:51 main:581] : INFO : Epoch 1697 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 1693.35 ms [2021-09-30 14:06:52 main:581] : INFO : Epoch 1698 | loss: 0.0311892 | val_loss: 0.0311968 | Time: 1667.7 ms [2021-09-30 14:06:54 main:581] : INFO : Epoch 1699 | loss: 0.0311913 | val_loss: 0.0311957 | Time: 1652.41 ms [2021-09-30 14:06:56 main:581] : INFO : Epoch 1700 | loss: 0.0311895 | val_loss: 0.0311949 | Time: 1695.16 ms [2021-09-30 14:06:57 main:581] : INFO : Epoch 1701 | loss: 0.0311891 | val_loss: 0.0311929 | Time: 1668.97 ms [2021-09-30 14:06:59 main:581] : INFO : Epoch 1702 | loss: 0.0311889 | val_loss: 0.031196 | Time: 1694.29 ms [2021-09-30 14:07:01 main:581] : INFO : Epoch 1703 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 1667.14 ms [2021-09-30 14:07:02 main:581] : INFO : Epoch 1704 | loss: 0.0311884 | val_loss: 0.031198 | Time: 1687.25 ms [2021-09-30 14:07:04 main:581] : INFO : Epoch 1705 | loss: 0.0311905 | val_loss: 0.0311952 | Time: 1665.98 ms [2021-09-30 14:07:06 main:581] : INFO : Epoch 1706 | loss: 0.0311897 | val_loss: 0.0311937 | Time: 1704.21 ms [2021-09-30 14:07:08 main:581] : INFO : Epoch 1707 | loss: 0.031189 | val_loss: 0.0311942 | Time: 1675.84 ms [2021-09-30 14:07:09 main:581] : INFO : Epoch 1708 | loss: 0.0311906 | val_loss: 0.0311939 | Time: 1657.27 ms [2021-09-30 14:07:11 main:581] : INFO : Epoch 1709 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 1666.1 ms [2021-09-30 14:07:13 main:581] : INFO : Epoch 1710 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 1660.54 ms [2021-09-30 14:07:14 main:581] : INFO : Epoch 1711 | loss: 0.03119 | val_loss: 0.0311933 | Time: 1677.2 ms [2021-09-30 14:07:16 main:581] : INFO : Epoch 1712 | loss: 0.0311906 | val_loss: 0.0311963 | Time: 1683.69 ms [2021-09-30 14:07:18 main:581] : INFO : Epoch 1713 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 1688.13 ms [2021-09-30 14:07:19 main:581] : INFO : Epoch 1714 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 1676.27 ms [2021-09-30 14:07:21 main:581] : INFO : Epoch 1715 | loss: 0.0311944 | val_loss: 0.0311933 | Time: 1660.23 ms [2021-09-30 14:07:23 main:581] : INFO : Epoch 1716 | loss: 0.0311906 | val_loss: 0.0311942 | Time: 1671.21 ms [2021-09-30 14:07:24 main:581] : INFO : Epoch 1717 | loss: 0.0311927 | val_loss: 0.0311938 | Time: 1679.24 ms [2021-09-30 14:07:26 main:581] : INFO : Epoch 1718 | loss: 0.0311948 | val_loss: 0.0311964 | Time: 1671.01 ms [2021-09-30 14:07:28 main:581] : INFO : Epoch 1719 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 1660.5 ms [2021-09-30 14:07:29 main:581] : INFO : Epoch 1720 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 1666.54 ms [2021-09-30 14:07:31 main:581] : INFO : Epoch 1721 | loss: 0.0311913 | val_loss: 0.0311942 | Time: 1671.99 ms [2021-09-30 14:07:33 main:581] : INFO : Epoch 1722 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 1675.2 ms [2021-09-30 14:07:34 main:581] : INFO : Epoch 1723 | loss: 0.0311954 | val_loss: 0.0312046 | Time: 1689.91 ms [2021-09-30 14:07:36 main:581] : INFO : Epoch 1724 | loss: 0.0311903 | val_loss: 0.0311923 | Time: 1663.29 ms [2021-09-30 14:07:38 main:581] : INFO : Epoch 1725 | loss: 0.0311886 | val_loss: 0.0311927 | Time: 1677.98 ms [2021-09-30 14:07:39 main:581] : INFO : Epoch 1726 | loss: 0.0311892 | val_loss: 0.0311952 | Time: 1679.37 ms [2021-09-30 14:07:41 main:581] : INFO : Epoch 1727 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 1695.98 ms [2021-09-30 14:07:43 main:581] : INFO : Epoch 1728 | loss: 0.031191 | val_loss: 0.0311935 | Time: 1686.04 ms [2021-09-30 14:07:44 main:581] : INFO : Epoch 1729 | loss: 0.0311918 | val_loss: 0.0311911 | Time: 1662.93 ms [2021-09-30 14:07:46 main:581] : INFO : Epoch 1730 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 1665.96 ms [2021-09-30 14:07:48 main:581] : INFO : Epoch 1731 | loss: 0.0311942 | val_loss: 0.031199 | Time: 1690.29 ms [2021-09-30 14:07:49 main:581] : INFO : Epoch 1732 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 1679.48 ms [2021-09-30 14:07:51 main:581] : INFO : Epoch 1733 | loss: 0.0311904 | val_loss: 0.031192 | Time: 1716.96 ms [2021-09-30 14:07:53 main:581] : INFO : Epoch 1734 | loss: 0.0311934 | val_loss: 0.0311977 | Time: 1655.91 ms [2021-09-30 14:07:54 main:581] : INFO : Epoch 1735 | loss: 0.031197 | val_loss: 0.0311986 | Time: 1661.3 ms [2021-09-30 14:07:56 main:581] : INFO : Epoch 1736 | loss: 0.0311935 | val_loss: 0.031192 | Time: 1671.69 ms [2021-09-30 14:07:58 main:581] : INFO : Epoch 1737 | loss: 0.0311893 | val_loss: 0.0311935 | Time: 1639.78 ms [2021-09-30 14:07:59 main:581] : INFO : Epoch 1738 | loss: 0.0311892 | val_loss: 0.0311915 | Time: 1636.2 ms [2021-09-30 14:08:01 main:581] : INFO : Epoch 1739 | loss: 0.0311901 | val_loss: 0.0311979 | Time: 1619.93 ms [2021-09-30 14:08:03 main:581] : INFO : Epoch 1740 | loss: 0.0311929 | val_loss: 0.0311982 | Time: 1646.32 ms [2021-09-30 14:08:04 main:581] : INFO : Epoch 1741 | loss: 0.03119 | val_loss: 0.0311948 | Time: 1696.02 ms [2021-09-30 14:08:06 main:581] : INFO : Epoch 1742 | loss: 0.0311894 | val_loss: 0.0311966 | Time: 1658.09 ms [2021-09-30 14:08:08 main:581] : INFO : Epoch 1743 | loss: 0.0311886 | val_loss: 0.0311971 | Time: 1660.06 ms [2021-09-30 14:08:09 main:581] : INFO : Epoch 1744 | loss: 0.0311882 | val_loss: 0.0311929 | Time: 1687.18 ms [2021-09-30 14:08:11 main:581] : INFO : Epoch 1745 | loss: 0.0311876 | val_loss: 0.0311939 | Time: 1658.08 ms [2021-09-30 14:08:13 main:581] : INFO : Epoch 1746 | loss: 0.0311876 | val_loss: 0.0311929 | Time: 1650.12 ms [2021-09-30 14:08:14 main:581] : INFO : Epoch 1747 | loss: 0.0311889 | val_loss: 0.0311922 | Time: 1703.19 ms [2021-09-30 14:08:16 main:581] : INFO : Epoch 1748 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 1628.6 ms [2021-09-30 14:08:18 main:581] : INFO : Epoch 1749 | loss: 0.031191 | val_loss: 0.0311933 | Time: 1625.13 ms [2021-09-30 14:08:19 main:581] : INFO : Epoch 1750 | loss: 0.0311897 | val_loss: 0.0311914 | Time: 1643.81 ms [2021-09-30 14:08:21 main:581] : INFO : Epoch 1751 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 1669.57 ms [2021-09-30 14:08:23 main:581] : INFO : Epoch 1752 | loss: 0.0311908 | val_loss: 0.0311941 | Time: 1682.91 ms [2021-09-30 14:08:24 main:581] : INFO : Epoch 1753 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 1669.19 ms [2021-09-30 14:08:26 main:581] : INFO : Epoch 1754 | loss: 0.0311911 | val_loss: 0.0311962 | Time: 1669.2 ms [2021-09-30 14:08:28 main:581] : INFO : Epoch 1755 | loss: 0.0311891 | val_loss: 0.0311931 | Time: 1670.93 ms [2021-09-30 14:08:29 main:581] : INFO : Epoch 1756 | loss: 0.0311881 | val_loss: 0.0311924 | Time: 1661.91 ms [2021-09-30 14:08:31 main:581] : INFO : Epoch 1757 | loss: 0.0311878 | val_loss: 0.0311932 | Time: 1673.17 ms [2021-09-30 14:08:33 main:581] : INFO : Epoch 1758 | loss: 0.031188 | val_loss: 0.0312039 | Time: 1654.63 ms [2021-09-30 14:08:34 main:581] : INFO : Epoch 1759 | loss: 0.0311909 | val_loss: 0.0311924 | Time: 1635.03 ms [2021-09-30 14:08:36 main:581] : INFO : Epoch 1760 | loss: 0.0311872 | val_loss: 0.0311923 | Time: 1652.12 ms [2021-09-30 14:08:38 main:581] : INFO : Epoch 1761 | loss: 0.0311872 | val_loss: 0.0311921 | Time: 1659.25 ms [2021-09-30 14:08:39 main:581] : INFO : Epoch 1762 | loss: 0.0311898 | val_loss: 0.0311931 | Time: 1677.67 ms [2021-09-30 14:08:41 main:581] : INFO : Epoch 1763 | loss: 0.0311893 | val_loss: 0.0311933 | Time: 1673.54 ms [2021-09-30 14:08:43 main:581] : INFO : Epoch 1764 | loss: 0.0311879 | val_loss: 0.0311923 | Time: 1676.84 ms [2021-09-30 14:08:44 main:581] : INFO : Epoch 1765 | loss: 0.0311874 | val_loss: 0.0311926 | Time: 1663.39 ms [2021-09-30 14:08:46 main:581] : INFO : Epoch 1766 | loss: 0.0311878 | val_loss: 0.0311938 | Time: 1712.59 ms [2021-09-30 14:08:48 main:581] : INFO : Epoch 1767 | loss: 0.0311886 | val_loss: 0.0311927 | Time: 1690.42 ms [2021-09-30 14:08:49 main:581] : INFO : Epoch 1768 | loss: 0.0311878 | val_loss: 0.0311976 | Time: 1683.07 ms [2021-09-30 14:08:51 main:581] : INFO : Epoch 1769 | loss: 0.0311912 | val_loss: 0.0311955 | Time: 1696.85 ms [2021-09-30 14:08:53 main:581] : INFO : Epoch 1770 | loss: 0.0311884 | val_loss: 0.0311942 | Time: 1679.13 ms [2021-09-30 14:08:54 main:581] : INFO : Epoch 1771 | loss: 0.0311899 | val_loss: 0.0311954 | Time: 1663.73 ms [2021-09-30 14:08:56 main:581] : INFO : Epoch 1772 | loss: 0.0311897 | val_loss: 0.0311945 | Time: 1685.21 ms [2021-09-30 14:08:58 main:581] : INFO : Epoch 1773 | loss: 0.0311922 | val_loss: 0.0311927 | Time: 1700.89 ms [2021-09-30 14:08:59 main:581] : INFO : Epoch 1774 | loss: 0.0311917 | val_loss: 0.0311995 | Time: 1695.33 ms [2021-09-30 14:09:01 main:581] : INFO : Epoch 1775 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 1673.02 ms [2021-09-30 14:09:03 main:581] : INFO : Epoch 1776 | loss: 0.0311888 | val_loss: 0.0311952 | Time: 1680.33 ms [2021-09-30 14:09:05 main:581] : INFO : Epoch 1777 | loss: 0.0311889 | val_loss: 0.0311925 | Time: 1688.67 ms [2021-09-30 14:09:06 main:581] : INFO : Epoch 1778 | loss: 0.0311875 | val_loss: 0.0311926 | Time: 1692.07 ms [2021-09-30 14:09:08 main:581] : INFO : Epoch 1779 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 1680.31 ms [2021-09-30 14:09:10 main:581] : INFO : Epoch 1780 | loss: 0.0311941 | val_loss: 0.0312024 | Time: 1677.05 ms [2021-09-30 14:09:11 main:581] : INFO : Epoch 1781 | loss: 0.0311891 | val_loss: 0.031193 | Time: 1661.89 ms [2021-09-30 14:09:13 main:581] : INFO : Epoch 1782 | loss: 0.0311879 | val_loss: 0.031194 | Time: 1663.09 ms [2021-09-30 14:09:15 main:581] : INFO : Epoch 1783 | loss: 0.0311876 | val_loss: 0.0311961 | Time: 1703.79 ms [2021-09-30 14:09:16 main:581] : INFO : Epoch 1784 | loss: 0.0311893 | val_loss: 0.0311913 | Time: 1662.26 ms [2021-09-30 14:09:18 main:581] : INFO : Epoch 1785 | loss: 0.0311877 | val_loss: 0.0311929 | Time: 1658.56 ms [2021-09-30 14:09:20 main:581] : INFO : Epoch 1786 | loss: 0.0311885 | val_loss: 0.0311916 | Time: 1687.04 ms [2021-09-30 14:09:21 main:581] : INFO : Epoch 1787 | loss: 0.0311881 | val_loss: 0.0312065 | Time: 1669.26 ms [2021-09-30 14:09:23 main:581] : INFO : Epoch 1788 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 1683.65 ms [2021-09-30 14:09:25 main:581] : INFO : Epoch 1789 | loss: 0.0311886 | val_loss: 0.031193 | Time: 1675.09 ms [2021-09-30 14:09:26 main:581] : INFO : Epoch 1790 | loss: 0.0311878 | val_loss: 0.0312001 | Time: 1655.5 ms [2021-09-30 14:09:28 main:581] : INFO : Epoch 1791 | loss: 0.03119 | val_loss: 0.0311959 | Time: 1684.59 ms [2021-09-30 14:09:30 main:581] : INFO : Epoch 1792 | loss: 0.0311888 | val_loss: 0.0311953 | Time: 1659.59 ms [2021-09-30 14:09:31 main:581] : INFO : Epoch 1793 | loss: 0.0311884 | val_loss: 0.0311921 | Time: 1666.18 ms [2021-09-30 14:09:33 main:581] : INFO : Epoch 1794 | loss: 0.0311886 | val_loss: 0.0311919 | Time: 1642.04 ms [2021-09-30 14:09:35 main:581] : INFO : Epoch 1795 | loss: 0.0311892 | val_loss: 0.0311942 | Time: 1670.89 ms [2021-09-30 14:09:36 main:581] : INFO : Epoch 1796 | loss: 0.0311882 | val_loss: 0.0311925 | Time: 1671.88 ms [2021-09-30 14:09:38 main:581] : INFO : Epoch 1797 | loss: 0.0311867 | val_loss: 0.0311912 | Time: 1642.45 ms [2021-09-30 14:09:40 main:581] : INFO : Epoch 1798 | loss: 0.0311862 | val_loss: 0.0311926 | Time: 1643.61 ms [2021-09-30 14:09:41 main:581] : INFO : Epoch 1799 | loss: 0.0311875 | val_loss: 0.0311935 | Time: 1715.26 ms [2021-09-30 14:09:43 main:581] : INFO : Epoch 1800 | loss: 0.0311872 | val_loss: 0.0311918 | Time: 1674.09 ms [2021-09-30 14:09:45 main:581] : INFO : Epoch 1801 | loss: 0.0311868 | val_loss: 0.0311934 | Time: 1680.84 ms [2021-09-30 14:09:46 main:581] : INFO : Epoch 1802 | loss: 0.0311883 | val_loss: 0.0311914 | Time: 1662.63 ms [2021-09-30 14:09:48 main:581] : INFO : Epoch 1803 | loss: 0.0311879 | val_loss: 0.0311956 | Time: 1652.38 ms [2021-09-30 14:09:50 main:581] : INFO : Epoch 1804 | loss: 0.0311914 | val_loss: 0.031192 | Time: 1677.47 ms [2021-09-30 14:09:51 main:581] : INFO : Epoch 1805 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 1674.14 ms [2021-09-30 14:09:53 main:581] : INFO : Epoch 1806 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 1665.6 ms [2021-09-30 14:09:55 main:581] : INFO : Epoch 1807 | loss: 0.0311869 | val_loss: 0.0311911 | Time: 1672.61 ms [2021-09-30 14:09:56 main:581] : INFO : Epoch 1808 | loss: 0.0311895 | val_loss: 0.031197 | Time: 1695.72 ms [2021-09-30 14:09:58 main:581] : INFO : Epoch 1809 | loss: 0.0311902 | val_loss: 0.0311916 | Time: 1667.44 ms [2021-09-30 14:10:00 main:581] : INFO : Epoch 1810 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 1688.14 ms [2021-09-30 14:10:01 main:581] : INFO : Epoch 1811 | loss: 0.031189 | val_loss: 0.0311941 | Time: 1692.11 ms [2021-09-30 14:10:03 main:581] : INFO : Epoch 1812 | loss: 0.031189 | val_loss: 0.0311929 | Time: 1653.76 ms [2021-09-30 14:10:05 main:581] : INFO : Epoch 1813 | loss: 0.0311888 | val_loss: 0.0311933 | Time: 1675.01 ms [2021-09-30 14:10:06 main:581] : INFO : Epoch 1814 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 1675.04 ms [2021-09-30 14:10:08 main:581] : INFO : Epoch 1815 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 1676.75 ms [2021-09-30 14:10:10 main:581] : INFO : Epoch 1816 | loss: 0.0311871 | val_loss: 0.0311969 | Time: 1685.39 ms [2021-09-30 14:10:11 main:581] : INFO : Epoch 1817 | loss: 0.0311882 | val_loss: 0.0311906 | Time: 1693.26 ms [2021-09-30 14:10:13 main:581] : INFO : Epoch 1818 | loss: 0.0311886 | val_loss: 0.0311916 | Time: 1712.09 ms [2021-09-30 14:10:15 main:581] : INFO : Epoch 1819 | loss: 0.031189 | val_loss: 0.0311918 | Time: 1681.27 ms [2021-09-30 14:10:17 main:581] : INFO : Epoch 1820 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 1707.38 ms [2021-09-30 14:10:18 main:581] : INFO : Epoch 1821 | loss: 0.031187 | val_loss: 0.031192 | Time: 1701.56 ms [2021-09-30 14:10:20 main:581] : INFO : Epoch 1822 | loss: 0.0311868 | val_loss: 0.0311938 | Time: 1681.56 ms [2021-09-30 14:10:22 main:581] : INFO : Epoch 1823 | loss: 0.0311906 | val_loss: 0.031196 | Time: 1657.16 ms [2021-09-30 14:10:23 main:581] : INFO : Epoch 1824 | loss: 0.0311879 | val_loss: 0.0311929 | Time: 1701.9 ms [2021-09-30 14:10:25 main:581] : INFO : Epoch 1825 | loss: 0.0311879 | val_loss: 0.0311919 | Time: 1707.62 ms [2021-09-30 14:10:27 main:581] : INFO : Epoch 1826 | loss: 0.0311887 | val_loss: 0.0311942 | Time: 1646.04 ms [2021-09-30 14:10:28 main:581] : INFO : Epoch 1827 | loss: 0.0311879 | val_loss: 0.0312058 | Time: 1677.58 ms [2021-09-30 14:10:30 main:581] : INFO : Epoch 1828 | loss: 0.0311912 | val_loss: 0.0311937 | Time: 1723.7 ms [2021-09-30 14:10:32 main:581] : INFO : Epoch 1829 | loss: 0.0311897 | val_loss: 0.0312013 | Time: 1675.91 ms [2021-09-30 14:10:33 main:581] : INFO : Epoch 1830 | loss: 0.03119 | val_loss: 0.0311951 | Time: 1685.89 ms [2021-09-30 14:10:35 main:581] : INFO : Epoch 1831 | loss: 0.0311868 | val_loss: 0.031192 | Time: 1643.67 ms [2021-09-30 14:10:37 main:581] : INFO : Epoch 1832 | loss: 0.0311873 | val_loss: 0.0311927 | Time: 1662.31 ms [2021-09-30 14:10:38 main:581] : INFO : Epoch 1833 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 1673.35 ms [2021-09-30 14:10:40 main:581] : INFO : Epoch 1834 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 1678.86 ms [2021-09-30 14:10:42 main:581] : INFO : Epoch 1835 | loss: 0.0311886 | val_loss: 0.0311942 | Time: 1684.19 ms [2021-09-30 14:10:43 main:581] : INFO : Epoch 1836 | loss: 0.031189 | val_loss: 0.0311928 | Time: 1684.39 ms [2021-09-30 14:10:45 main:581] : INFO : Epoch 1837 | loss: 0.0311892 | val_loss: 0.0311951 | Time: 1675.35 ms [2021-09-30 14:10:47 main:581] : INFO : Epoch 1838 | loss: 0.0311918 | val_loss: 0.0311959 | Time: 1639 ms [2021-09-30 14:10:48 main:581] : INFO : Epoch 1839 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 1679.39 ms [2021-09-30 14:10:50 main:581] : INFO : Epoch 1840 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 1661.87 ms [2021-09-30 14:10:52 main:581] : INFO : Epoch 1841 | loss: 0.031189 | val_loss: 0.0311929 | Time: 1679.28 ms [2021-09-30 14:10:53 main:581] : INFO : Epoch 1842 | loss: 0.0311878 | val_loss: 0.0311908 | Time: 1690.96 ms [2021-09-30 14:10:55 main:581] : INFO : Epoch 1843 | loss: 0.0311868 | val_loss: 0.0311913 | Time: 1677.8 ms [2021-09-30 14:10:57 main:581] : INFO : Epoch 1844 | loss: 0.0311861 | val_loss: 0.0311925 | Time: 1702.39 ms [2021-09-30 14:10:59 main:581] : INFO : Epoch 1845 | loss: 0.0311864 | val_loss: 0.0311969 | Time: 1699.69 ms [2021-09-30 14:11:00 main:581] : INFO : Epoch 1846 | loss: 0.0311869 | val_loss: 0.0311938 | Time: 1697.38 ms [2021-09-30 14:11:02 main:581] : INFO : Epoch 1847 | loss: 0.0311863 | val_loss: 0.0311938 | Time: 1684.09 ms [2021-09-30 14:11:04 main:581] : INFO : Epoch 1848 | loss: 0.0311878 | val_loss: 0.0311926 | Time: 1672.19 ms [2021-09-30 14:11:05 main:581] : INFO : Epoch 1849 | loss: 0.0311924 | val_loss: 0.0312007 | Time: 1692.08 ms [2021-09-30 14:11:07 main:581] : INFO : Epoch 1850 | loss: 0.0311895 | val_loss: 0.0311906 | Time: 1703.03 ms [2021-09-30 14:11:09 main:581] : INFO : Epoch 1851 | loss: 0.0311861 | val_loss: 0.0311903 | Time: 1673.67 ms [2021-09-30 14:11:10 main:581] : INFO : Epoch 1852 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 1671.89 ms [2021-09-30 14:11:12 main:581] : INFO : Epoch 1853 | loss: 0.0311856 | val_loss: 0.0311913 | Time: 1667.26 ms [2021-09-30 14:11:14 main:581] : INFO : Epoch 1854 | loss: 0.0311849 | val_loss: 0.0311934 | Time: 1695.81 ms [2021-09-30 14:11:15 main:581] : INFO : Epoch 1855 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 1685.12 ms [2021-09-30 14:11:17 main:581] : INFO : Epoch 1856 | loss: 0.0311861 | val_loss: 0.0311902 | Time: 1690.29 ms [2021-09-30 14:11:19 main:581] : INFO : Epoch 1857 | loss: 0.0311856 | val_loss: 0.0311957 | Time: 1678.47 ms [2021-09-30 14:11:20 main:581] : INFO : Epoch 1858 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 1675.43 ms [2021-09-30 14:11:22 main:581] : INFO : Epoch 1859 | loss: 0.0311868 | val_loss: 0.0311921 | Time: 1674.11 ms [2021-09-30 14:11:24 main:581] : INFO : Epoch 1860 | loss: 0.031184 | val_loss: 0.0311908 | Time: 1680.38 ms [2021-09-30 14:11:25 main:581] : INFO : Epoch 1861 | loss: 0.0311857 | val_loss: 0.0311915 | Time: 1685.4 ms [2021-09-30 14:11:27 main:581] : INFO : Epoch 1862 | loss: 0.0311938 | val_loss: 0.0312066 | Time: 1672.88 ms [2021-09-30 14:11:29 main:581] : INFO : Epoch 1863 | loss: 0.0311933 | val_loss: 0.0311923 | Time: 1700.52 ms [2021-09-30 14:11:31 main:581] : INFO : Epoch 1864 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 1685.32 ms [2021-09-30 14:11:32 main:581] : INFO : Epoch 1865 | loss: 0.031187 | val_loss: 0.031191 | Time: 1680.99 ms [2021-09-30 14:11:34 main:581] : INFO : Epoch 1866 | loss: 0.031186 | val_loss: 0.0311955 | Time: 1664.59 ms [2021-09-30 14:11:36 main:581] : INFO : Epoch 1867 | loss: 0.0311856 | val_loss: 0.0311904 | Time: 1687.99 ms [2021-09-30 14:11:37 main:581] : INFO : Epoch 1868 | loss: 0.0311849 | val_loss: 0.0311917 | Time: 1649.65 ms [2021-09-30 14:11:39 main:581] : INFO : Epoch 1869 | loss: 0.0311845 | val_loss: 0.0311896 | Time: 1657.35 ms [2021-09-30 14:11:41 main:581] : INFO : Epoch 1870 | loss: 0.0311867 | val_loss: 0.0311915 | Time: 1649.8 ms [2021-09-30 14:11:42 main:581] : INFO : Epoch 1871 | loss: 0.0311851 | val_loss: 0.0311906 | Time: 1681.77 ms [2021-09-30 14:11:44 main:581] : INFO : Epoch 1872 | loss: 0.0311865 | val_loss: 0.0312031 | Time: 1701.1 ms [2021-09-30 14:11:46 main:581] : INFO : Epoch 1873 | loss: 0.0311895 | val_loss: 0.0311939 | Time: 1666.56 ms [2021-09-30 14:11:47 main:581] : INFO : Epoch 1874 | loss: 0.031184 | val_loss: 0.0311925 | Time: 1686.74 ms [2021-09-30 14:11:49 main:581] : INFO : Epoch 1875 | loss: 0.0311846 | val_loss: 0.0311897 | Time: 1646.9 ms [2021-09-30 14:11:51 main:581] : INFO : Epoch 1876 | loss: 0.0311843 | val_loss: 0.0311903 | Time: 1633.24 ms [2021-09-30 14:11:52 main:581] : INFO : Epoch 1877 | loss: 0.0311854 | val_loss: 0.0311924 | Time: 1672.68 ms [2021-09-30 14:11:54 main:581] : INFO : Epoch 1878 | loss: 0.0311849 | val_loss: 0.0311904 | Time: 1650.77 ms [2021-09-30 14:11:56 main:581] : INFO : Epoch 1879 | loss: 0.0311884 | val_loss: 0.0311906 | Time: 1688.9 ms [2021-09-30 14:11:57 main:581] : INFO : Epoch 1880 | loss: 0.0311886 | val_loss: 0.0311882 | Time: 1710.9 ms [2021-09-30 14:11:59 main:581] : INFO : Epoch 1881 | loss: 0.031185 | val_loss: 0.0311891 | Time: 1648.76 ms [2021-09-30 14:12:01 main:581] : INFO : Epoch 1882 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 1674.6 ms [2021-09-30 14:12:02 main:581] : INFO : Epoch 1883 | loss: 0.0311843 | val_loss: 0.0311939 | Time: 1612.21 ms [2021-09-30 14:12:04 main:581] : INFO : Epoch 1884 | loss: 0.0311844 | val_loss: 0.0311924 | Time: 1662.98 ms [2021-09-30 14:12:06 main:581] : INFO : Epoch 1885 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 1646.81 ms [2021-09-30 14:12:07 main:581] : INFO : Epoch 1886 | loss: 0.0311857 | val_loss: 0.0311913 | Time: 1687.44 ms [2021-09-30 14:12:09 main:581] : INFO : Epoch 1887 | loss: 0.031191 | val_loss: 0.0312016 | Time: 1669.95 ms [2021-09-30 14:12:11 main:581] : INFO : Epoch 1888 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 1671.8 ms [2021-09-30 14:12:12 main:581] : INFO : Epoch 1889 | loss: 0.0311856 | val_loss: 0.0311894 | Time: 1708.04 ms [2021-09-30 14:12:14 main:581] : INFO : Epoch 1890 | loss: 0.0311839 | val_loss: 0.031189 | Time: 1711.2 ms [2021-09-30 14:12:16 main:581] : INFO : Epoch 1891 | loss: 0.0311865 | val_loss: 0.0311931 | Time: 1671.9 ms [2021-09-30 14:12:17 main:581] : INFO : Epoch 1892 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 1676.87 ms [2021-09-30 14:12:19 main:581] : INFO : Epoch 1893 | loss: 0.0311845 | val_loss: 0.0311893 | Time: 1694.06 ms [2021-09-30 14:12:21 main:581] : INFO : Epoch 1894 | loss: 0.031184 | val_loss: 0.0311902 | Time: 1672.67 ms [2021-09-30 14:12:22 main:581] : INFO : Epoch 1895 | loss: 0.0311851 | val_loss: 0.031195 | Time: 1684.66 ms [2021-09-30 14:12:24 main:581] : INFO : Epoch 1896 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 1718.39 ms [2021-09-30 14:12:26 main:581] : INFO : Epoch 1897 | loss: 0.0311833 | val_loss: 0.0311899 | Time: 1697.66 ms [2021-09-30 14:12:27 main:581] : INFO : Epoch 1898 | loss: 0.0311849 | val_loss: 0.0311915 | Time: 1651.66 ms [2021-09-30 14:12:29 main:581] : INFO : Epoch 1899 | loss: 0.0311827 | val_loss: 0.0311907 | Time: 1684.39 ms [2021-09-30 14:12:31 main:581] : INFO : Epoch 1900 | loss: 0.0311843 | val_loss: 0.0311887 | Time: 1647.04 ms [2021-09-30 14:12:32 main:581] : INFO : Epoch 1901 | loss: 0.0311869 | val_loss: 0.0311944 | Time: 1651.22 ms [2021-09-30 14:12:34 main:581] : INFO : Epoch 1902 | loss: 0.0311836 | val_loss: 0.0311891 | Time: 1644 ms [2021-09-30 14:12:36 main:581] : INFO : Epoch 1903 | loss: 0.0311821 | val_loss: 0.0311906 | Time: 1679.36 ms [2021-09-30 14:12:37 main:581] : INFO : Epoch 1904 | loss: 0.0311843 | val_loss: 0.0311966 | Time: 1672.26 ms [2021-09-30 14:12:39 main:581] : INFO : Epoch 1905 | loss: 0.0311905 | val_loss: 0.0312006 | Time: 1678.9 ms [2021-09-30 14:12:41 main:581] : INFO : Epoch 1906 | loss: 0.0311861 | val_loss: 0.03119 | Time: 1684.43 ms [2021-09-30 14:12:42 main:581] : INFO : Epoch 1907 | loss: 0.0311841 | val_loss: 0.0311913 | Time: 1659.96 ms [2021-09-30 14:12:44 main:581] : INFO : Epoch 1908 | loss: 0.0311858 | val_loss: 0.0311923 | Time: 1662.46 ms [2021-09-30 14:12:46 main:581] : INFO : Epoch 1909 | loss: 0.0311891 | val_loss: 0.0311947 | Time: 1647.75 ms [2021-09-30 14:12:47 main:581] : INFO : Epoch 1910 | loss: 0.0311888 | val_loss: 0.0311886 | Time: 1703.81 ms [2021-09-30 14:12:49 main:581] : INFO : Epoch 1911 | loss: 0.031185 | val_loss: 0.0311893 | Time: 1702.48 ms [2021-09-30 14:12:51 main:581] : INFO : Epoch 1912 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 1678.39 ms [2021-09-30 14:12:53 main:581] : INFO : Epoch 1913 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 1714.53 ms [2021-09-30 14:12:54 main:581] : INFO : Epoch 1914 | loss: 0.0311853 | val_loss: 0.031188 | Time: 1690.98 ms [2021-09-30 14:12:56 main:581] : INFO : Epoch 1915 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 1688.72 ms [2021-09-30 14:12:58 main:581] : INFO : Epoch 1916 | loss: 0.0311825 | val_loss: 0.0311884 | Time: 1694.82 ms [2021-09-30 14:12:59 main:581] : INFO : Epoch 1917 | loss: 0.0311835 | val_loss: 0.0311896 | Time: 1679.34 ms [2021-09-30 14:13:01 main:581] : INFO : Epoch 1918 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 1679.75 ms [2021-09-30 14:13:03 main:581] : INFO : Epoch 1919 | loss: 0.031184 | val_loss: 0.0311897 | Time: 1695.15 ms [2021-09-30 14:13:04 main:581] : INFO : Epoch 1920 | loss: 0.0311825 | val_loss: 0.0311916 | Time: 1676.61 ms [2021-09-30 14:13:06 main:581] : INFO : Epoch 1921 | loss: 0.0311849 | val_loss: 0.0311902 | Time: 1685.12 ms [2021-09-30 14:13:08 main:581] : INFO : Epoch 1922 | loss: 0.0311858 | val_loss: 0.0311879 | Time: 1692.59 ms [2021-09-30 14:13:09 main:581] : INFO : Epoch 1923 | loss: 0.0311873 | val_loss: 0.031202 | Time: 1672.09 ms [2021-09-30 14:13:11 main:581] : INFO : Epoch 1924 | loss: 0.0311897 | val_loss: 0.0311929 | Time: 1645.1 ms [2021-09-30 14:13:13 main:581] : INFO : Epoch 1925 | loss: 0.03119 | val_loss: 0.0311925 | Time: 1639.77 ms [2021-09-30 14:13:14 main:581] : INFO : Epoch 1926 | loss: 0.0311925 | val_loss: 0.0312142 | Time: 1647.32 ms [2021-09-30 14:13:16 main:581] : INFO : Epoch 1927 | loss: 0.0311931 | val_loss: 0.0311979 | Time: 1673.08 ms [2021-09-30 14:13:18 main:581] : INFO : Epoch 1928 | loss: 0.0311879 | val_loss: 0.0311935 | Time: 1667.29 ms [2021-09-30 14:13:19 main:581] : INFO : Epoch 1929 | loss: 0.0311845 | val_loss: 0.0311882 | Time: 1702.08 ms [2021-09-30 14:13:21 main:581] : INFO : Epoch 1930 | loss: 0.0311834 | val_loss: 0.0311904 | Time: 1707.19 ms [2021-09-30 14:13:23 main:581] : INFO : Epoch 1931 | loss: 0.0311817 | val_loss: 0.0311905 | Time: 1701.96 ms [2021-09-30 14:13:24 main:581] : INFO : Epoch 1932 | loss: 0.0311805 | val_loss: 0.0311923 | Time: 1655.09 ms [2021-09-30 14:13:26 main:581] : INFO : Epoch 1933 | loss: 0.0311838 | val_loss: 0.0311945 | Time: 1649.37 ms [2021-09-30 14:13:28 main:581] : INFO : Epoch 1934 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 1645.39 ms [2021-09-30 14:13:29 main:581] : INFO : Epoch 1935 | loss: 0.031187 | val_loss: 0.0311901 | Time: 1670.12 ms [2021-09-30 14:13:31 main:581] : INFO : Epoch 1936 | loss: 0.03118 | val_loss: 0.0311905 | Time: 1681.99 ms [2021-09-30 14:13:33 main:581] : INFO : Epoch 1937 | loss: 0.0311813 | val_loss: 0.0311906 | Time: 1708.23 ms [2021-09-30 14:13:35 main:581] : INFO : Epoch 1938 | loss: 0.0311826 | val_loss: 0.0311928 | Time: 1700.39 ms [2021-09-30 14:13:36 main:581] : INFO : Epoch 1939 | loss: 0.0311827 | val_loss: 0.0311907 | Time: 1685.42 ms [2021-09-30 14:13:38 main:581] : INFO : Epoch 1940 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 1668.17 ms [2021-09-30 14:13:40 main:581] : INFO : Epoch 1941 | loss: 0.0311887 | val_loss: 0.0311932 | Time: 1691.77 ms [2021-09-30 14:13:41 main:581] : INFO : Epoch 1942 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 1685.56 ms [2021-09-30 14:13:43 main:581] : INFO : Epoch 1943 | loss: 0.0311841 | val_loss: 0.031189 | Time: 1689.01 ms [2021-09-30 14:13:45 main:581] : INFO : Epoch 1944 | loss: 0.0311832 | val_loss: 0.0311925 | Time: 1676.1 ms [2021-09-30 14:13:46 main:581] : INFO : Epoch 1945 | loss: 0.0311862 | val_loss: 0.0312033 | Time: 1679.47 ms [2021-09-30 14:13:48 main:581] : INFO : Epoch 1946 | loss: 0.0311901 | val_loss: 0.031194 | Time: 1685.84 ms [2021-09-30 14:13:50 main:581] : INFO : Epoch 1947 | loss: 0.031184 | val_loss: 0.0311915 | Time: 1701.73 ms [2021-09-30 14:13:51 main:581] : INFO : Epoch 1948 | loss: 0.031183 | val_loss: 0.031191 | Time: 1662.72 ms [2021-09-30 14:13:53 main:581] : INFO : Epoch 1949 | loss: 0.0311822 | val_loss: 0.0311899 | Time: 1678 ms [2021-09-30 14:13:55 main:581] : INFO : Epoch 1950 | loss: 0.0311816 | val_loss: 0.0311915 | Time: 1700.78 ms [2021-09-30 14:13:56 main:581] : INFO : Epoch 1951 | loss: 0.0311807 | val_loss: 0.0311897 | Time: 1669.01 ms [2021-09-30 14:13:58 main:581] : INFO : Epoch 1952 | loss: 0.0311817 | val_loss: 0.0311914 | Time: 1679.05 ms [2021-09-30 14:14:00 main:581] : INFO : Epoch 1953 | loss: 0.0311835 | val_loss: 0.0311904 | Time: 1687.87 ms [2021-09-30 14:14:01 main:581] : INFO : Epoch 1954 | loss: 0.0311835 | val_loss: 0.0311883 | Time: 1672.71 ms [2021-09-30 14:14:03 main:581] : INFO : Epoch 1955 | loss: 0.0311812 | val_loss: 0.0311926 | Time: 1664.51 ms [2021-09-30 14:14:05 main:581] : INFO : Epoch 1956 | loss: 0.0311816 | val_loss: 0.0311892 | Time: 1711.78 ms [2021-09-30 14:14:07 main:581] : INFO : Epoch 1957 | loss: 0.0311826 | val_loss: 0.0311957 | Time: 1701.32 ms [2021-09-30 14:14:08 main:581] : INFO : Epoch 1958 | loss: 0.0311832 | val_loss: 0.0311955 | Time: 1681.2 ms [2021-09-30 14:14:10 main:581] : INFO : Epoch 1959 | loss: 0.0311818 | val_loss: 0.0311937 | Time: 1687 ms [2021-09-30 14:14:12 main:581] : INFO : Epoch 1960 | loss: 0.0311822 | val_loss: 0.0311944 | Time: 1704.54 ms [2021-09-30 14:14:13 main:581] : INFO : Epoch 1961 | loss: 0.0311817 | val_loss: 0.0311893 | Time: 1690.87 ms [2021-09-30 14:14:15 main:581] : INFO : Epoch 1962 | loss: 0.0311821 | val_loss: 0.0311906 | Time: 1664.58 ms [2021-09-30 14:14:17 main:581] : INFO : Epoch 1963 | loss: 0.0311817 | val_loss: 0.03119 | Time: 1633.47 ms [2021-09-30 14:14:18 main:581] : INFO : Epoch 1964 | loss: 0.0311793 | val_loss: 0.0311885 | Time: 1630.24 ms [2021-09-30 14:14:20 main:581] : INFO : Epoch 1965 | loss: 0.0311803 | val_loss: 0.0311944 | Time: 1652.72 ms [2021-09-30 14:14:22 main:581] : INFO : Epoch 1966 | loss: 0.0311806 | val_loss: 0.0311895 | Time: 1667.59 ms [2021-09-30 14:14:23 main:581] : INFO : Epoch 1967 | loss: 0.0311803 | val_loss: 0.0311993 | Time: 1641.6 ms [2021-09-30 14:14:25 main:581] : INFO : Epoch 1968 | loss: 0.031185 | val_loss: 0.0311934 | Time: 1686.06 ms [2021-09-30 14:14:27 main:581] : INFO : Epoch 1969 | loss: 0.0311845 | val_loss: 0.0311937 | Time: 1699.16 ms [2021-09-30 14:14:28 main:581] : INFO : Epoch 1970 | loss: 0.0311919 | val_loss: 0.0311918 | Time: 1683.31 ms [2021-09-30 14:14:30 main:581] : INFO : Epoch 1971 | loss: 0.0311911 | val_loss: 0.0311932 | Time: 1725.68 ms [2021-09-30 14:14:32 main:581] : INFO : Epoch 1972 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 1667.85 ms [2021-09-30 14:14:33 main:581] : INFO : Epoch 1973 | loss: 0.0311907 | val_loss: 0.0311916 | Time: 1699.44 ms [2021-09-30 14:14:35 main:581] : INFO : Epoch 1974 | loss: 0.0311913 | val_loss: 0.0311975 | Time: 1683.27 ms [2021-09-30 14:14:37 main:581] : INFO : Epoch 1975 | loss: 0.031193 | val_loss: 0.0311964 | Time: 1693.52 ms [2021-09-30 14:14:38 main:581] : INFO : Epoch 1976 | loss: 0.0311911 | val_loss: 0.0311907 | Time: 1681.57 ms [2021-09-30 14:14:40 main:581] : INFO : Epoch 1977 | loss: 0.0311909 | val_loss: 0.0312013 | Time: 1699.93 ms [2021-09-30 14:14:42 main:581] : INFO : Epoch 1978 | loss: 0.0311915 | val_loss: 0.0311912 | Time: 1665.57 ms [2021-09-30 14:14:43 main:581] : INFO : Epoch 1979 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 1671.34 ms [2021-09-30 14:14:45 main:581] : INFO : Epoch 1980 | loss: 0.0311888 | val_loss: 0.0311909 | Time: 1655.32 ms [2021-09-30 14:14:47 main:581] : INFO : Epoch 1981 | loss: 0.0311924 | val_loss: 0.0311929 | Time: 1657.42 ms [2021-09-30 14:14:48 main:581] : INFO : Epoch 1982 | loss: 0.0311911 | val_loss: 0.0311909 | Time: 1695.89 ms [2021-09-30 14:14:50 main:581] : INFO : Epoch 1983 | loss: 0.0311886 | val_loss: 0.0311959 | Time: 1709.89 ms [2021-09-30 14:14:52 main:581] : INFO : Epoch 1984 | loss: 0.0311877 | val_loss: 0.0311903 | Time: 1683.93 ms [2021-09-30 14:14:54 main:581] : INFO : Epoch 1985 | loss: 0.0311865 | val_loss: 0.0311883 | Time: 1680.31 ms [2021-09-30 14:14:55 main:581] : INFO : Epoch 1986 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 1667.77 ms [2021-09-30 14:14:57 main:581] : INFO : Epoch 1987 | loss: 0.0311851 | val_loss: 0.0311887 | Time: 1685.52 ms [2021-09-30 14:14:59 main:581] : INFO : Epoch 1988 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 1705.8 ms [2021-09-30 14:15:00 main:581] : INFO : Epoch 1989 | loss: 0.0311847 | val_loss: 0.0311887 | Time: 1663.17 ms [2021-09-30 14:15:02 main:581] : INFO : Epoch 1990 | loss: 0.0311844 | val_loss: 0.0311891 | Time: 1669.82 ms [2021-09-30 14:15:04 main:581] : INFO : Epoch 1991 | loss: 0.031185 | val_loss: 0.0311885 | Time: 1683.33 ms [2021-09-30 14:15:05 main:581] : INFO : Epoch 1992 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 1654.09 ms [2021-09-30 14:15:07 main:581] : INFO : Epoch 1993 | loss: 0.0311837 | val_loss: 0.0311871 | Time: 1667.37 ms [2021-09-30 14:15:09 main:581] : INFO : Epoch 1994 | loss: 0.0311829 | val_loss: 0.0311864 | Time: 1671.17 ms [2021-09-30 14:15:10 main:581] : INFO : Epoch 1995 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 1692.69 ms [2021-09-30 14:15:12 main:581] : INFO : Epoch 1996 | loss: 0.031185 | val_loss: 0.0311877 | Time: 1674.52 ms [2021-09-30 14:15:14 main:581] : INFO : Epoch 1997 | loss: 0.031184 | val_loss: 0.0311918 | Time: 1640.68 ms [2021-09-30 14:15:15 main:581] : INFO : Epoch 1998 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 1622.44 ms [2021-09-30 14:15:17 main:581] : INFO : Epoch 1999 | loss: 0.0311826 | val_loss: 0.0311866 | Time: 1647.92 ms [2021-09-30 14:15:19 main:581] : INFO : Epoch 2000 | loss: 0.0311832 | val_loss: 0.03119 | Time: 1676.42 ms [2021-09-30 14:15:20 main:581] : INFO : Epoch 2001 | loss: 0.0311831 | val_loss: 0.0311871 | Time: 1689.7 ms [2021-09-30 14:15:22 main:581] : INFO : Epoch 2002 | loss: 0.0311819 | val_loss: 0.0311877 | Time: 1729.79 ms [2021-09-30 14:15:24 main:581] : INFO : Epoch 2003 | loss: 0.0311832 | val_loss: 0.0311883 | Time: 1688.45 ms [2021-09-30 14:15:25 main:581] : INFO : Epoch 2004 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 1673.17 ms [2021-09-30 14:15:27 main:581] : INFO : Epoch 2005 | loss: 0.031185 | val_loss: 0.0311865 | Time: 1653.81 ms [2021-09-30 14:15:29 main:581] : INFO : Epoch 2006 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 1673.47 ms [2021-09-30 14:15:30 main:581] : INFO : Epoch 2007 | loss: 0.0311851 | val_loss: 0.0311852 | Time: 1650.18 ms [2021-09-30 14:15:32 main:581] : INFO : Epoch 2008 | loss: 0.0311831 | val_loss: 0.0311926 | Time: 1703.02 ms [2021-09-30 14:15:34 main:581] : INFO : Epoch 2009 | loss: 0.0311836 | val_loss: 0.0311865 | Time: 1670.83 ms [2021-09-30 14:15:35 main:581] : INFO : Epoch 2010 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1702.11 ms [2021-09-30 14:15:37 main:581] : INFO : Epoch 2011 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 1662.77 ms [2021-09-30 14:15:39 main:581] : INFO : Epoch 2012 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 1665.1 ms [2021-09-30 14:15:40 main:581] : INFO : Epoch 2013 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 1676.99 ms [2021-09-30 14:15:42 main:581] : INFO : Epoch 2014 | loss: 0.0311814 | val_loss: 0.031184 | Time: 1662.28 ms [2021-09-30 14:15:44 main:581] : INFO : Epoch 2015 | loss: 0.0311808 | val_loss: 0.0311856 | Time: 1691.87 ms [2021-09-30 14:15:45 main:581] : INFO : Epoch 2016 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 1697.15 ms [2021-09-30 14:15:47 main:581] : INFO : Epoch 2017 | loss: 0.0311802 | val_loss: 0.0311839 | Time: 1669.25 ms [2021-09-30 14:15:49 main:581] : INFO : Epoch 2018 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 1703.28 ms [2021-09-30 14:15:51 main:581] : INFO : Epoch 2019 | loss: 0.031181 | val_loss: 0.0311837 | Time: 1703.51 ms [2021-09-30 14:15:52 main:581] : INFO : Epoch 2020 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 1698.74 ms [2021-09-30 14:15:54 main:581] : INFO : Epoch 2021 | loss: 0.0311807 | val_loss: 0.0311873 | Time: 1669 ms [2021-09-30 14:15:56 main:581] : INFO : Epoch 2022 | loss: 0.0311817 | val_loss: 0.0311869 | Time: 1709.31 ms [2021-09-30 14:15:57 main:581] : INFO : Epoch 2023 | loss: 0.0311811 | val_loss: 0.0311911 | Time: 1704.74 ms [2021-09-30 14:15:59 main:581] : INFO : Epoch 2024 | loss: 0.0316897 | val_loss: 0.04559 | Time: 1694.9 ms [2021-09-30 14:16:01 main:581] : INFO : Epoch 2025 | loss: 0.037783 | val_loss: 0.0434934 | Time: 1698.13 ms [2021-09-30 14:16:02 main:581] : INFO : Epoch 2026 | loss: 0.0345547 | val_loss: 0.0321147 | Time: 1662.96 ms [2021-09-30 14:16:04 main:581] : INFO : Epoch 2027 | loss: 0.0315415 | val_loss: 0.0313204 | Time: 1654.15 ms [2021-09-30 14:16:06 main:581] : INFO : Epoch 2028 | loss: 0.0312875 | val_loss: 0.0312526 | Time: 1663.29 ms [2021-09-30 14:16:07 main:581] : INFO : Epoch 2029 | loss: 0.0312393 | val_loss: 0.0312288 | Time: 1642.4 ms [2021-09-30 14:16:09 main:581] : INFO : Epoch 2030 | loss: 0.0312237 | val_loss: 0.0312165 | Time: 1654 ms [2021-09-30 14:16:11 main:581] : INFO : Epoch 2031 | loss: 0.0312147 | val_loss: 0.0312097 | Time: 1669.01 ms [2021-09-30 14:16:12 main:581] : INFO : Epoch 2032 | loss: 0.0312092 | val_loss: 0.0312057 | Time: 1658.32 ms [2021-09-30 14:16:14 main:581] : INFO : Epoch 2033 | loss: 0.0312066 | val_loss: 0.0312042 | Time: 1673.78 ms [2021-09-30 14:16:16 main:581] : INFO : Epoch 2034 | loss: 0.031205 | val_loss: 0.031203 | Time: 1646.78 ms [2021-09-30 14:16:17 main:581] : INFO : Epoch 2035 | loss: 0.0312041 | val_loss: 0.0312017 | Time: 1660.62 ms [2021-09-30 14:16:19 main:581] : INFO : Epoch 2036 | loss: 0.0312029 | val_loss: 0.0312007 | Time: 1668.89 ms [2021-09-30 14:16:21 main:581] : INFO : Epoch 2037 | loss: 0.031202 | val_loss: 0.0312001 | Time: 1662.82 ms [2021-09-30 14:16:22 main:581] : INFO : Epoch 2038 | loss: 0.0312013 | val_loss: 0.0311996 | Time: 1637.9 ms [2021-09-30 14:16:24 main:581] : INFO : Epoch 2039 | loss: 0.0312008 | val_loss: 0.0311989 | Time: 1645.78 ms [2021-09-30 14:16:26 main:581] : INFO : Epoch 2040 | loss: 0.0312004 | val_loss: 0.0311986 | Time: 1685.5 ms [2021-09-30 14:16:27 main:581] : INFO : Epoch 2041 | loss: 0.0311999 | val_loss: 0.0311984 | Time: 1673.09 ms [2021-09-30 14:16:29 main:581] : INFO : Epoch 2042 | loss: 0.0311994 | val_loss: 0.0311992 | Time: 1633.06 ms [2021-09-30 14:16:31 main:581] : INFO : Epoch 2043 | loss: 0.0311996 | val_loss: 0.0311983 | Time: 1668.22 ms [2021-09-30 14:16:32 main:581] : INFO : Epoch 2044 | loss: 0.0311993 | val_loss: 0.0311977 | Time: 1638.83 ms [2021-09-30 14:16:34 main:581] : INFO : Epoch 2045 | loss: 0.0311984 | val_loss: 0.0311975 | Time: 1649.33 ms [2021-09-30 14:16:35 main:581] : INFO : Epoch 2046 | loss: 0.031198 | val_loss: 0.0311977 | Time: 1630.34 ms [2021-09-30 14:16:37 main:581] : INFO : Epoch 2047 | loss: 0.0311979 | val_loss: 0.0311967 | Time: 1651.16 ms [2021-09-30 14:16:39 main:581] : INFO : Epoch 2048 | loss: 0.0311975 | val_loss: 0.0311965 | Time: 1628.64 ms [2021-09-30 14:16:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311965 [2021-09-30 14:16:39 main:610] : INFO : Saving end state to config to file [2021-09-30 14:16:39 main:615] : INFO : Success, exiting.. 14:16:39 (2422457): 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)