Task 4392334
| Name | ParityMachine-1612383299-24201-4_3 |
| Workunit | 2262830 |
| Created | 14 Mar 2021, 6:53:40 UTC |
| Sent | 14 Mar 2021, 7:29:31 UTC |
| Report deadline | 21 Mar 2021, 7:29:31 UTC |
| Received | 14 Mar 2021, 22:17:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 3 min 22 sec |
| CPU time | 1 hours 3 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311974 | val_loss: 0.0311972 | Time: 1855.04 ms
[2021-03-14 17:00:17 main:581] : INFO : Epoch 1539 | loss: 0.0311963 | val_loss: 0.0311958 | Time: 1855.45 ms
[2021-03-14 17:00:19 main:581] : INFO : Epoch 1540 | loss: 0.0311965 | val_loss: 0.0311978 | Time: 1858.29 ms
[2021-03-14 17:00:21 main:581] : INFO : Epoch 1541 | loss: 0.031197 | val_loss: 0.0311981 | Time: 1856.43 ms
[2021-03-14 17:00:23 main:581] : INFO : Epoch 1542 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 1857.03 ms
[2021-03-14 17:00:25 main:581] : INFO : Epoch 1543 | loss: 0.0311967 | val_loss: 0.0311958 | Time: 1853.62 ms
[2021-03-14 17:00:27 main:581] : INFO : Epoch 1544 | loss: 0.0311961 | val_loss: 0.0311962 | Time: 1852.87 ms
[2021-03-14 17:00:28 main:581] : INFO : Epoch 1545 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 1993.04 ms
[2021-03-14 17:00:30 main:581] : INFO : Epoch 1546 | loss: 0.0311969 | val_loss: 0.0311977 | Time: 1865.65 ms
[2021-03-14 17:00:32 main:581] : INFO : Epoch 1547 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 1864.55 ms
[2021-03-14 17:00:34 main:581] : INFO : Epoch 1548 | loss: 0.0311964 | val_loss: 0.0311971 | Time: 1863.48 ms
[2021-03-14 17:00:36 main:581] : INFO : Epoch 1549 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 1860.42 ms
[2021-03-14 17:00:38 main:581] : INFO : Epoch 1550 | loss: 0.0311966 | val_loss: 0.0312032 | Time: 1862.2 ms
[2021-03-14 17:00:40 main:581] : INFO : Epoch 1551 | loss: 0.0312 | val_loss: 0.0312014 | Time: 1860.7 ms
[2021-03-14 17:00:42 main:581] : INFO : Epoch 1552 | loss: 0.0311981 | val_loss: 0.0311962 | Time: 1867.23 ms
[2021-03-14 17:00:43 main:581] : INFO : Epoch 1553 | loss: 0.031197 | val_loss: 0.031196 | Time: 1863.36 ms
[2021-03-14 17:00:45 main:581] : INFO : Epoch 1554 | loss: 0.0311973 | val_loss: 0.0311971 | Time: 1864.19 ms
[2021-03-14 17:00:47 main:581] : INFO : Epoch 1555 | loss: 0.0311968 | val_loss: 0.0311959 | Time: 1863.55 ms
[2021-03-14 17:00:49 main:581] : INFO : Epoch 1556 | loss: 0.0311961 | val_loss: 0.0311976 | Time: 1865.04 ms
[2021-03-14 17:00:51 main:581] : INFO : Epoch 1557 | loss: 0.0311971 | val_loss: 0.0311961 | Time: 1864.2 ms
[2021-03-14 17:00:53 main:581] : INFO : Epoch 1558 | loss: 0.0311968 | val_loss: 0.0311965 | Time: 1863.73 ms
[2021-03-14 17:00:55 main:581] : INFO : Epoch 1559 | loss: 0.0311965 | val_loss: 0.0311961 | Time: 1858.11 ms
[2021-03-14 17:00:56 main:581] : INFO : Epoch 1560 | loss: 0.0311972 | val_loss: 0.0311966 | Time: 1856.19 ms
[2021-03-14 17:00:58 main:581] : INFO : Epoch 1561 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 1859.7 ms
[2021-03-14 17:01:00 main:581] : INFO : Epoch 1562 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 1857.78 ms
[2021-03-14 17:01:02 main:581] : INFO : Epoch 1563 | loss: 0.0311989 | val_loss: 0.0311963 | Time: 1855.18 ms
[2021-03-14 17:01:04 main:581] : INFO : Epoch 1564 | loss: 0.0311982 | val_loss: 0.0311975 | Time: 1857.69 ms
[2021-03-14 17:01:06 main:581] : INFO : Epoch 1565 | loss: 0.0311966 | val_loss: 0.0311977 | Time: 1857.55 ms
[2021-03-14 17:01:08 main:581] : INFO : Epoch 1566 | loss: 0.0311984 | val_loss: 0.0312003 | Time: 1856.78 ms
[2021-03-14 17:01:09 main:581] : INFO : Epoch 1567 | loss: 0.0311985 | val_loss: 0.0312026 | Time: 1859.86 ms
[2021-03-14 17:01:11 main:581] : INFO : Epoch 1568 | loss: 0.0311989 | val_loss: 0.0311991 | Time: 1801.98 ms
[2021-03-14 17:01:13 main:581] : INFO : Epoch 1569 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 1868.48 ms
[2021-03-14 17:01:15 main:581] : INFO : Epoch 1570 | loss: 0.0311968 | val_loss: 0.0311965 | Time: 1865.13 ms
[2021-03-14 17:01:17 main:581] : INFO : Epoch 1571 | loss: 0.0311978 | val_loss: 0.0311966 | Time: 1862.51 ms
[2021-03-14 17:01:19 main:581] : INFO : Epoch 1572 | loss: 0.0311972 | val_loss: 0.0311973 | Time: 1866.51 ms
[2021-03-14 17:01:21 main:581] : INFO : Epoch 1573 | loss: 0.031197 | val_loss: 0.0312002 | Time: 1859.58 ms
[2021-03-14 17:01:22 main:581] : INFO : Epoch 1574 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 1858.45 ms
[2021-03-14 17:01:24 main:581] : INFO : Epoch 1575 | loss: 0.0311977 | val_loss: 0.0312024 | Time: 1855.64 ms
[2021-03-14 17:01:26 main:581] : INFO : Epoch 1576 | loss: 0.031201 | val_loss: 0.0311963 | Time: 1858.13 ms
[2021-03-14 17:01:28 main:581] : INFO : Epoch 1577 | loss: 0.0311978 | val_loss: 0.0311964 | Time: 1857.16 ms
[2021-03-14 17:01:30 main:581] : INFO : Epoch 1578 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 1858.46 ms
[2021-03-14 17:01:32 main:581] : INFO : Epoch 1579 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 1856.45 ms
[2021-03-14 17:01:34 main:581] : INFO : Epoch 1580 | loss: 0.0311998 | val_loss: 0.0311976 | Time: 1855.93 ms
[2021-03-14 17:01:35 main:581] : INFO : Epoch 1581 | loss: 0.0311983 | val_loss: 0.0311974 | Time: 1856.75 ms
[2021-03-14 17:01:37 main:581] : INFO : Epoch 1582 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 1855.71 ms
[2021-03-14 17:01:39 main:581] : INFO : Epoch 1583 | loss: 0.0311971 | val_loss: 0.0311966 | Time: 1856.45 ms
[2021-03-14 17:01:41 main:581] : INFO : Epoch 1584 | loss: 0.0311963 | val_loss: 0.0311959 | Time: 1858.14 ms
[2021-03-14 17:01:43 main:581] : INFO : Epoch 1585 | loss: 0.0311963 | val_loss: 0.0311962 | Time: 1858.46 ms
[2021-03-14 17:01:45 main:581] : INFO : Epoch 1586 | loss: 0.0311964 | val_loss: 0.0311966 | Time: 1855.92 ms
[2021-03-14 17:01:47 main:581] : INFO : Epoch 1587 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 1861.3 ms
[2021-03-14 17:01:48 main:581] : INFO : Epoch 1588 | loss: 0.0311979 | val_loss: 0.0311988 | Time: 1853.47 ms
[2021-03-14 17:01:50 main:581] : INFO : Epoch 1589 | loss: 0.0311968 | val_loss: 0.0311963 | Time: 1855.1 ms
[2021-03-14 17:01:52 main:581] : INFO : Epoch 1590 | loss: 0.0311962 | val_loss: 0.0311959 | Time: 1859.26 ms
[2021-03-14 17:01:54 main:581] : INFO : Epoch 1591 | loss: 0.031197 | val_loss: 0.0311968 | Time: 1857.06 ms
[2021-03-14 17:01:56 main:581] : INFO : Epoch 1592 | loss: 0.0311981 | val_loss: 0.0311989 | Time: 1858.68 ms
[2021-03-14 17:01:58 main:581] : INFO : Epoch 1593 | loss: 0.0311992 | val_loss: 0.0311971 | Time: 1856.73 ms
[2021-03-14 17:02:00 main:581] : INFO : Epoch 1594 | loss: 0.0311974 | val_loss: 0.0311973 | Time: 1860.03 ms
[2021-03-14 17:02:01 main:581] : INFO : Epoch 1595 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 1856.37 ms
[2021-03-14 17:02:03 main:581] : INFO : Epoch 1596 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 1855.65 ms
[2021-03-14 17:02:05 main:581] : INFO : Epoch 1597 | loss: 0.0311962 | val_loss: 0.0311962 | Time: 1857.56 ms
[2021-03-14 17:02:07 main:581] : INFO : Epoch 1598 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 1856.79 ms
[2021-03-14 17:02:09 main:581] : INFO : Epoch 1599 | loss: 0.0311976 | val_loss: 0.0311969 | Time: 1851.94 ms
[2021-03-14 17:02:11 main:581] : INFO : Epoch 1600 | loss: 0.0311966 | val_loss: 0.031196 | Time: 1802.71 ms
[2021-03-14 17:02:13 main:581] : INFO : Epoch 1601 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1868.63 ms
[2021-03-14 17:02:14 main:581] : INFO : Epoch 1602 | loss: 0.0311978 | val_loss: 0.0311966 | Time: 1866.9 ms
[2021-03-14 17:02:16 main:581] : INFO : Epoch 1603 | loss: 0.031197 | val_loss: 0.0311961 | Time: 1869.08 ms
[2021-03-14 17:02:18 main:581] : INFO : Epoch 1604 | loss: 0.0311963 | val_loss: 0.031196 | Time: 1872.99 ms
[2021-03-14 17:02:20 main:581] : INFO : Epoch 1605 | loss: 0.0311962 | val_loss: 0.0311969 | Time: 1869.16 ms
[2021-03-14 17:02:22 main:581] : INFO : Epoch 1606 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1867.57 ms
[2021-03-14 17:02:24 main:581] : INFO : Epoch 1607 | loss: 0.0311972 | val_loss: 0.0312003 | Time: 1865.8 ms
[2021-03-14 17:02:26 main:581] : INFO : Epoch 1608 | loss: 0.0311973 | val_loss: 0.031196 | Time: 1867.21 ms
[2021-03-14 17:02:27 main:581] : INFO : Epoch 1609 | loss: 0.0311985 | val_loss: 0.031198 | Time: 1863.97 ms
[2021-03-14 17:02:29 main:581] : INFO : Epoch 1610 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 1861.5 ms
[2021-03-14 17:02:31 main:581] : INFO : Epoch 1611 | loss: 0.0311967 | val_loss: 0.0311965 | Time: 1870.41 ms
[2021-03-14 17:02:33 main:581] : INFO : Epoch 1612 | loss: 0.0311961 | val_loss: 0.0311964 | Time: 1868.45 ms
[2021-03-14 17:02:35 main:581] : INFO : Epoch 1613 | loss: 0.0311962 | val_loss: 0.0311961 | Time: 1867.03 ms
[2021-03-14 17:02:37 main:581] : INFO : Epoch 1614 | loss: 0.0311966 | val_loss: 0.0311959 | Time: 1869.29 ms
[2021-03-14 17:02:39 main:581] : INFO : Epoch 1615 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 1868.68 ms
[2021-03-14 17:02:41 main:581] : INFO : Epoch 1616 | loss: 0.031196 | val_loss: 0.0311961 | Time: 1869.53 ms
[2021-03-14 17:02:42 main:581] : INFO : Epoch 1617 | loss: 0.0311965 | val_loss: 0.0311963 | Time: 1868.23 ms
[2021-03-14 17:02:44 main:581] : INFO : Epoch 1618 | loss: 0.0311971 | val_loss: 0.0311973 | Time: 1867.95 ms
[2021-03-14 17:02:46 main:581] : INFO : Epoch 1619 | loss: 0.0311964 | val_loss: 0.0311965 | Time: 1863.31 ms
[2021-03-14 17:02:48 main:581] : INFO : Epoch 1620 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 1864.83 ms
[2021-03-14 17:02:50 main:581] : INFO : Epoch 1621 | loss: 0.0311961 | val_loss: 0.0311984 | Time: 1866.53 ms
[2021-03-14 17:02:52 main:581] : INFO : Epoch 1622 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 1868.03 ms
[2021-03-14 17:02:54 main:581] : INFO : Epoch 1623 | loss: 0.0311999 | val_loss: 0.0311989 | Time: 1864.4 ms
[2021-03-14 17:02:55 main:581] : INFO : Epoch 1624 | loss: 0.0312002 | val_loss: 0.031197 | Time: 1864.3 ms
[2021-03-14 17:02:57 main:581] : INFO : Epoch 1625 | loss: 0.0311992 | val_loss: 0.031197 | Time: 1866.78 ms
[2021-03-14 17:02:59 main:581] : INFO : Epoch 1626 | loss: 0.0311969 | val_loss: 0.0311962 | Time: 1866.19 ms
[2021-03-14 17:03:01 main:581] : INFO : Epoch 1627 | loss: 0.0311979 | val_loss: 0.0311961 | Time: 1865.37 ms
[2021-03-14 17:03:03 main:581] : INFO : Epoch 1628 | loss: 0.0311961 | val_loss: 0.0311968 | Time: 1861.14 ms
[2021-03-14 17:03:05 main:581] : INFO : Epoch 1629 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 1866.24 ms
[2021-03-14 17:03:07 main:581] : INFO : Epoch 1630 | loss: 0.0312002 | val_loss: 0.0312033 | Time: 1866.08 ms
[2021-03-14 17:03:09 main:581] : INFO : Epoch 1631 | loss: 0.0311997 | val_loss: 0.0312018 | Time: 1866.84 ms
[2021-03-14 17:03:10 main:581] : INFO : Epoch 1632 | loss: 0.0311983 | val_loss: 0.0311967 | Time: 1864.55 ms
[2021-03-14 17:03:12 main:581] : INFO : Epoch 1633 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 1868.22 ms
[2021-03-14 17:03:14 main:581] : INFO : Epoch 1634 | loss: 0.0311966 | val_loss: 0.0311959 | Time: 1861.74 ms
[2021-03-14 17:03:16 main:581] : INFO : Epoch 1635 | loss: 0.0311974 | val_loss: 0.0311972 | Time: 1847.92 ms
[2021-03-14 17:03:18 main:581] : INFO : Epoch 1636 | loss: 0.0311967 | val_loss: 0.0311962 | Time: 1849.07 ms
[2021-03-14 17:03:20 main:581] : INFO : Epoch 1637 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 1849.21 ms
[2021-03-14 17:03:22 main:581] : INFO : Epoch 1638 | loss: 0.0311967 | val_loss: 0.031196 | Time: 1851.15 ms
[2021-03-14 17:03:23 main:581] : INFO : Epoch 1639 | loss: 0.0311969 | val_loss: 0.031197 | Time: 1848.09 ms
[2021-03-14 17:03:25 main:581] : INFO : Epoch 1640 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 1845.91 ms
[2021-03-14 17:03:27 main:581] : INFO : Epoch 1641 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 1850.66 ms
[2021-03-14 17:03:29 main:581] : INFO : Epoch 1642 | loss: 0.0311965 | val_loss: 0.0311959 | Time: 1851.15 ms
[2021-03-14 17:03:31 main:581] : INFO : Epoch 1643 | loss: 0.0311972 | val_loss: 0.0311966 | Time: 1851.94 ms
[2021-03-14 17:03:33 main:581] : INFO : Epoch 1644 | loss: 0.0311966 | val_loss: 0.0312003 | Time: 1850.5 ms
[2021-03-14 17:03:34 main:581] : INFO : Epoch 1645 | loss: 0.0311986 | val_loss: 0.0311985 | Time: 1851.37 ms
[2021-03-14 17:03:36 main:581] : INFO : Epoch 1646 | loss: 0.031198 | val_loss: 0.0311968 | Time: 1849.33 ms
[2021-03-14 17:03:38 main:581] : INFO : Epoch 1647 | loss: 0.031197 | val_loss: 0.0311974 | Time: 1849.93 ms
[2021-03-14 17:03:40 main:581] : INFO : Epoch 1648 | loss: 0.0311967 | val_loss: 0.031196 | Time: 1850.61 ms
[2021-03-14 17:03:42 main:581] : INFO : Epoch 1649 | loss: 0.0311965 | val_loss: 0.031196 | Time: 1859.22 ms
[2021-03-14 17:03:44 main:581] : INFO : Epoch 1650 | loss: 0.0311969 | val_loss: 0.0311996 | Time: 1859.12 ms
[2021-03-14 17:03:46 main:581] : INFO : Epoch 1651 | loss: 0.0311975 | val_loss: 0.0311959 | Time: 1857.4 ms
[2021-03-14 17:03:47 main:581] : INFO : Epoch 1652 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1861.21 ms
[2021-03-14 17:03:49 main:581] : INFO : Epoch 1653 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1854.15 ms
[2021-03-14 17:03:51 main:581] : INFO : Epoch 1654 | loss: 0.0311961 | val_loss: 0.0311959 | Time: 1853.88 ms
[2021-03-14 17:03:53 main:581] : INFO : Epoch 1655 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1853.11 ms
[2021-03-14 17:03:55 main:581] : INFO : Epoch 1656 | loss: 0.0311965 | val_loss: 0.0311961 | Time: 1850.99 ms
[2021-03-14 17:03:57 main:581] : INFO : Epoch 1657 | loss: 0.0311963 | val_loss: 0.0311961 | Time: 1849.35 ms
[2021-03-14 17:03:59 main:581] : INFO : Epoch 1658 | loss: 0.0311964 | val_loss: 0.0311959 | Time: 1849.97 ms
[2021-03-14 17:04:00 main:581] : INFO : Epoch 1659 | loss: 0.0311964 | val_loss: 0.0311967 | Time: 1851.55 ms
[2021-03-14 17:04:02 main:581] : INFO : Epoch 1660 | loss: 0.0311963 | val_loss: 0.0311965 | Time: 1851.27 ms
[2021-03-14 17:04:04 main:581] : INFO : Epoch 1661 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 1850.95 ms
[2021-03-14 17:04:06 main:581] : INFO : Epoch 1662 | loss: 0.0311984 | val_loss: 0.0311974 | Time: 1852.68 ms
[2021-03-14 17:04:08 main:581] : INFO : Epoch 1663 | loss: 0.0311965 | val_loss: 0.0311959 | Time: 1851.97 ms
[2021-03-14 17:04:10 main:581] : INFO : Epoch 1664 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1853.6 ms
[2021-03-14 17:04:12 main:581] : INFO : Epoch 1665 | loss: 0.0311967 | val_loss: 0.0311977 | Time: 1853.75 ms
[2021-03-14 17:04:13 main:581] : INFO : Epoch 1666 | loss: 0.0311979 | val_loss: 0.0311961 | Time: 1853.86 ms
[2021-03-14 17:04:15 main:581] : INFO : Epoch 1667 | loss: 0.0311972 | val_loss: 0.0311964 | Time: 1851.72 ms
[2021-03-14 17:04:17 main:581] : INFO : Epoch 1668 | loss: 0.0311968 | val_loss: 0.0311966 | Time: 1853.63 ms
[2021-03-14 17:04:19 main:581] : INFO : Epoch 1669 | loss: 0.0311973 | val_loss: 0.031197 | Time: 1840.33 ms
[2021-03-14 17:04:21 main:581] : INFO : Epoch 1670 | loss: 0.0311974 | val_loss: 0.0311964 | Time: 1860.44 ms
[2021-03-14 17:04:23 main:581] : INFO : Epoch 1671 | loss: 0.0311991 | val_loss: 0.0311992 | Time: 1863.16 ms
[2021-03-14 17:04:25 main:581] : INFO : Epoch 1672 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 1859.42 ms
[2021-03-14 17:04:26 main:581] : INFO : Epoch 1673 | loss: 0.0311991 | val_loss: 0.0311984 | Time: 1861.07 ms
[2021-03-14 17:04:28 main:581] : INFO : Epoch 1674 | loss: 0.0311995 | val_loss: 0.0311968 | Time: 1860.28 ms
[2021-03-14 17:04:30 main:581] : INFO : Epoch 1675 | loss: 0.0311972 | val_loss: 0.0311967 | Time: 1863.18 ms
[2021-03-14 17:04:32 main:581] : INFO : Epoch 1676 | loss: 0.0311969 | val_loss: 0.0311961 | Time: 1864.21 ms
[2021-03-14 17:04:34 main:581] : INFO : Epoch 1677 | loss: 0.0311963 | val_loss: 0.0311977 | Time: 1865.07 ms
[2021-03-14 17:04:36 main:581] : INFO : Epoch 1678 | loss: 0.0311976 | val_loss: 0.0312004 | Time: 1859.79 ms
[2021-03-14 17:04:38 main:581] : INFO : Epoch 1679 | loss: 0.0311975 | val_loss: 0.031196 | Time: 1863.88 ms
[2021-03-14 17:04:39 main:581] : INFO : Epoch 1680 | loss: 0.0311967 | val_loss: 0.0311981 | Time: 1863.99 ms
[2021-03-14 17:04:41 main:581] : INFO : Epoch 1681 | loss: 0.0311964 | val_loss: 0.0311972 | Time: 1865.01 ms
[2021-03-14 17:04:43 main:581] : INFO : Epoch 1682 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 1862.9 ms
[2021-03-14 17:04:45 main:581] : INFO : Epoch 1683 | loss: 0.0311961 | val_loss: 0.0311963 | Time: 1862.97 ms
[2021-03-14 17:04:47 main:581] : INFO : Epoch 1684 | loss: 0.0311963 | val_loss: 0.0311963 | Time: 1860.24 ms
[2021-03-14 17:04:49 main:581] : INFO : Epoch 1685 | loss: 0.0311964 | val_loss: 0.0311965 | Time: 1861.26 ms
[2021-03-14 17:04:51 main:581] : INFO : Epoch 1686 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 1862.43 ms
[2021-03-14 17:04:52 main:581] : INFO : Epoch 1687 | loss: 0.031197 | val_loss: 0.0311962 | Time: 1862.8 ms
[2021-03-14 17:04:54 main:581] : INFO : Epoch 1688 | loss: 0.0311963 | val_loss: 0.031196 | Time: 1868.41 ms
[2021-03-14 17:04:56 main:581] : INFO : Epoch 1689 | loss: 0.031196 | val_loss: 0.0311964 | Time: 1860.6 ms
[2021-03-14 17:04:58 main:581] : INFO : Epoch 1690 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1862.22 ms
[2021-03-14 17:05:00 main:581] : INFO : Epoch 1691 | loss: 0.0311968 | val_loss: 0.031196 | Time: 1860.86 ms
[2021-03-14 17:05:02 main:581] : INFO : Epoch 1692 | loss: 0.0311968 | val_loss: 0.0311965 | Time: 1863.1 ms
[2021-03-14 17:05:04 main:581] : INFO : Epoch 1693 | loss: 0.0311979 | val_loss: 0.0311979 | Time: 1857.61 ms
[2021-03-14 17:05:06 main:581] : INFO : Epoch 1694 | loss: 0.0311987 | val_loss: 0.0311999 | Time: 1855.04 ms
[2021-03-14 17:05:07 main:581] : INFO : Epoch 1695 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 1857.26 ms
[2021-03-14 17:05:09 main:581] : INFO : Epoch 1696 | loss: 0.0311979 | val_loss: 0.0311968 | Time: 1859.06 ms
[2021-03-14 17:05:11 main:581] : INFO : Epoch 1697 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 1853.18 ms
[2021-03-14 17:05:13 main:581] : INFO : Epoch 1698 | loss: 0.0311964 | val_loss: 0.031197 | Time: 1855.89 ms
[2021-03-14 17:05:15 main:581] : INFO : Epoch 1699 | loss: 0.0311977 | val_loss: 0.0312015 | Time: 1856.14 ms
[2021-03-14 17:05:17 main:581] : INFO : Epoch 1700 | loss: 0.0311986 | val_loss: 0.0311974 | Time: 1856.36 ms
[2021-03-14 17:05:19 main:581] : INFO : Epoch 1701 | loss: 0.0311978 | val_loss: 0.031198 | Time: 1859.62 ms
[2021-03-14 17:05:20 main:581] : INFO : Epoch 1702 | loss: 0.0311974 | val_loss: 0.0311962 | Time: 1856.89 ms
[2021-03-14 17:05:22 main:581] : INFO : Epoch 1703 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 1857.71 ms
[2021-03-14 17:05:24 main:581] : INFO : Epoch 1704 | loss: 0.0311967 | val_loss: 0.0311966 | Time: 1857.25 ms
[2021-03-14 17:05:26 main:581] : INFO : Epoch 1705 | loss: 0.0311969 | val_loss: 0.0311959 | Time: 1861.95 ms
[2021-03-14 17:05:28 main:581] : INFO : Epoch 1706 | loss: 0.0311967 | val_loss: 0.031196 | Time: 1858.72 ms
[2021-03-14 17:05:30 main:581] : INFO : Epoch 1707 | loss: 0.0311963 | val_loss: 0.0311969 | Time: 1850.27 ms
[2021-03-14 17:05:32 main:581] : INFO : Epoch 1708 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 1854.16 ms
[2021-03-14 17:05:33 main:581] : INFO : Epoch 1709 | loss: 0.031196 | val_loss: 0.0311981 | Time: 1848.8 ms
[2021-03-14 17:05:35 main:581] : INFO : Epoch 1710 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 1850.72 ms
[2021-03-14 17:05:37 main:581] : INFO : Epoch 1711 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1850.73 ms
[2021-03-14 17:05:39 main:581] : INFO : Epoch 1712 | loss: 0.0311973 | val_loss: 0.0311961 | Time: 1851.1 ms
[2021-03-14 17:05:41 main:581] : INFO : Epoch 1713 | loss: 0.031197 | val_loss: 0.031197 | Time: 1858.08 ms
[2021-03-14 17:05:43 main:581] : INFO : Epoch 1714 | loss: 0.0311978 | val_loss: 0.0311961 | Time: 1851.78 ms
[2021-03-14 17:05:44 main:581] : INFO : Epoch 1715 | loss: 0.0311976 | val_loss: 0.031197 | Time: 1851.56 ms
[2021-03-14 17:05:46 main:581] : INFO : Epoch 1716 | loss: 0.0311963 | val_loss: 0.0311979 | Time: 1858.92 ms
[2021-03-14 17:05:48 main:581] : INFO : Epoch 1717 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 1850.39 ms
[2021-03-14 17:05:50 main:581] : INFO : Epoch 1718 | loss: 0.0311968 | val_loss: 0.0311959 | Time: 1853.58 ms
[2021-03-14 17:05:52 main:581] : INFO : Epoch 1719 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 1851.77 ms
[2021-03-14 17:05:54 main:581] : INFO : Epoch 1720 | loss: 0.0311969 | val_loss: 0.0311979 | Time: 1853.46 ms
[2021-03-14 17:05:56 main:581] : INFO : Epoch 1721 | loss: 0.0311973 | val_loss: 0.0311961 | Time: 1854.28 ms
[2021-03-14 17:05:57 main:581] : INFO : Epoch 1722 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 1850.63 ms
[2021-03-14 17:05:59 main:581] : INFO : Epoch 1723 | loss: 0.031198 | val_loss: 0.0311971 | Time: 1851.55 ms
[2021-03-14 17:06:01 main:581] : INFO : Epoch 1724 | loss: 0.0311984 | val_loss: 0.0312028 | Time: 1851.92 ms
[2021-03-14 17:06:03 main:581] : INFO : Epoch 1725 | loss: 0.0311972 | val_loss: 0.0311963 | Time: 1852 ms
[2021-03-14 17:06:05 main:581] : INFO : Epoch 1726 | loss: 0.0311971 | val_loss: 0.031198 | Time: 1852.48 ms
[2021-03-14 17:06:07 main:581] : INFO : Epoch 1727 | loss: 0.0311977 | val_loss: 0.0311989 | Time: 1859.33 ms
[2021-03-14 17:06:09 main:581] : INFO : Epoch 1728 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 1856.21 ms
[2021-03-14 17:06:10 main:581] : INFO : Epoch 1729 | loss: 0.0311968 | val_loss: 0.0311966 | Time: 1853.09 ms
[2021-03-14 17:06:12 main:581] : INFO : Epoch 1730 | loss: 0.031197 | val_loss: 0.0311961 | Time: 1854.74 ms
[2021-03-14 17:06:14 main:581] : INFO : Epoch 1731 | loss: 0.0311965 | val_loss: 0.031196 | Time: 1852.81 ms
[2021-03-14 17:06:16 main:581] : INFO : Epoch 1732 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 1851.88 ms
[2021-03-14 17:06:18 main:581] : INFO : Epoch 1733 | loss: 0.0311967 | val_loss: 0.0311966 | Time: 1856.82 ms
[2021-03-14 17:06:20 main:581] : INFO : Epoch 1734 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 1853.41 ms
[2021-03-14 17:06:22 main:581] : INFO : Epoch 1735 | loss: 0.0311965 | val_loss: 0.0311962 | Time: 1851.32 ms
[2021-03-14 17:06:23 main:581] : INFO : Epoch 1736 | loss: 0.0311961 | val_loss: 0.0311976 | Time: 1855.6 ms
[2021-03-14 17:06:25 main:581] : INFO : Epoch 1737 | loss: 0.0311967 | val_loss: 0.0311961 | Time: 1855.04 ms
[2021-03-14 17:06:27 main:581] : INFO : Epoch 1738 | loss: 0.0311968 | val_loss: 0.0311969 | Time: 1854.6 ms
[2021-03-14 17:06:29 main:581] : INFO : Epoch 1739 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 1852.88 ms
[2021-03-14 17:06:31 main:581] : INFO : Epoch 1740 | loss: 0.0311983 | val_loss: 0.0311968 | Time: 1853.89 ms
[2021-03-14 17:06:33 main:581] : INFO : Epoch 1741 | loss: 0.0311979 | val_loss: 0.0311973 | Time: 1854.4 ms
[2021-03-14 17:06:35 main:581] : INFO : Epoch 1742 | loss: 0.0311983 | val_loss: 0.0311984 | Time: 1854.7 ms
[2021-03-14 17:06:36 main:581] : INFO : Epoch 1743 | loss: 0.0311976 | val_loss: 0.0311963 | Time: 1855.92 ms
[2021-03-14 17:06:38 main:581] : INFO : Epoch 1744 | loss: 0.0311963 | val_loss: 0.031196 | Time: 1857.81 ms
[2021-03-14 17:06:40 main:581] : INFO : Epoch 1745 | loss: 0.0311963 | val_loss: 0.0311967 | Time: 1855.74 ms
[2021-03-14 17:06:42 main:581] : INFO : Epoch 1746 | loss: 0.0311967 | val_loss: 0.0311961 | Time: 1853.32 ms
[2021-03-14 17:06:44 main:581] : INFO : Epoch 1747 | loss: 0.0311966 | val_loss: 0.0311978 | Time: 1858.07 ms
[2021-03-14 17:06:46 main:581] : INFO : Epoch 1748 | loss: 0.0311974 | val_loss: 0.031197 | Time: 1855.66 ms
[2021-03-14 17:06:48 main:581] : INFO : Epoch 1749 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 1855.75 ms
[2021-03-14 17:06:49 main:581] : INFO : Epoch 1750 | loss: 0.0311969 | val_loss: 0.0312023 | Time: 1856.88 ms
[2021-03-14 17:06:51 main:581] : INFO : Epoch 1751 | loss: 0.0311989 | val_loss: 0.031198 | Time: 1855.61 ms
[2021-03-14 17:06:53 main:581] : INFO : Epoch 1752 | loss: 0.0311974 | val_loss: 0.0311961 | Time: 1856.3 ms
[2021-03-14 17:06:55 main:581] : INFO : Epoch 1753 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 1857.31 ms
[2021-03-14 17:06:57 main:581] : INFO : Epoch 1754 | loss: 0.0311964 | val_loss: 0.0311962 | Time: 1821.28 ms
[2021-03-14 17:06:59 main:581] : INFO : Epoch 1755 | loss: 0.0311966 | val_loss: 0.0311979 | Time: 1862.18 ms
[2021-03-14 17:07:00 main:581] : INFO : Epoch 1756 | loss: 0.0311976 | val_loss: 0.0311977 | Time: 1861.97 ms
[2021-03-14 17:07:02 main:581] : INFO : Epoch 1757 | loss: 0.0311963 | val_loss: 0.0311959 | Time: 1861.1 ms
[2021-03-14 17:07:04 main:581] : INFO : Epoch 1758 | loss: 0.0311961 | val_loss: 0.0311959 | Time: 1859.96 ms
[2021-03-14 17:07:06 main:581] : INFO : Epoch 1759 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 1860.89 ms
[2021-03-14 17:07:08 main:581] : INFO : Epoch 1760 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1859.18 ms
[2021-03-14 17:07:10 main:581] : INFO : Epoch 1761 | loss: 0.031197 | val_loss: 0.0312021 | Time: 1861.94 ms
[2021-03-14 17:07:12 main:581] : INFO : Epoch 1762 | loss: 0.0311986 | val_loss: 0.0311969 | Time: 1861.72 ms
[2021-03-14 17:07:14 main:581] : INFO : Epoch 1763 | loss: 0.0311964 | val_loss: 0.0311959 | Time: 1860.09 ms
[2021-03-14 17:07:15 main:581] : INFO : Epoch 1764 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 1861.35 ms
[2021-03-14 17:07:17 main:581] : INFO : Epoch 1765 | loss: 0.0311962 | val_loss: 0.0311962 | Time: 1851.06 ms
[2021-03-14 17:07:19 main:581] : INFO : Epoch 1766 | loss: 0.0311971 | val_loss: 0.0312005 | Time: 1842.75 ms
[2021-03-14 17:07:21 main:581] : INFO : Epoch 1767 | loss: 0.0311974 | val_loss: 0.0311961 | Time: 1856.62 ms
[2021-03-14 17:07:23 main:581] : INFO : Epoch 1768 | loss: 0.031196 | val_loss: 0.031196 | Time: 1856.53 ms
[2021-03-14 17:07:25 main:581] : INFO : Epoch 1769 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1854.95 ms
[2021-03-14 17:07:26 main:581] : INFO : Epoch 1770 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1851.44 ms
[2021-03-14 17:07:28 main:581] : INFO : Epoch 1771 | loss: 0.0311974 | val_loss: 0.0311966 | Time: 1851.98 ms
[2021-03-14 17:07:30 main:581] : INFO : Epoch 1772 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 1856.15 ms
[2021-03-14 17:07:32 main:581] : INFO : Epoch 1773 | loss: 0.0312024 | val_loss: 0.031197 | Time: 1857.1 ms
[2021-03-14 17:07:34 main:581] : INFO : Epoch 1774 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 1856.14 ms
[2021-03-14 17:07:36 main:581] : INFO : Epoch 1775 | loss: 0.0311962 | val_loss: 0.0311982 | Time: 1855.47 ms
[2021-03-14 17:07:38 main:581] : INFO : Epoch 1776 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 1856.62 ms
[2021-03-14 17:07:39 main:581] : INFO : Epoch 1777 | loss: 0.0311977 | val_loss: 0.0311958 | Time: 1856.83 ms
[2021-03-14 17:07:41 main:581] : INFO : Epoch 1778 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 1856.75 ms
[2021-03-14 17:07:43 main:581] : INFO : Epoch 1779 | loss: 0.0311969 | val_loss: 0.0311984 | Time: 1854.69 ms
[2021-03-14 17:07:45 main:581] : INFO : Epoch 1780 | loss: 0.0311972 | val_loss: 0.0311973 | Time: 1853.26 ms
[2021-03-14 17:07:47 main:581] : INFO : Epoch 1781 | loss: 0.0311985 | val_loss: 0.0312005 | Time: 1854.04 ms
[2021-03-14 17:07:49 main:581] : INFO : Epoch 1782 | loss: 0.0311981 | val_loss: 0.031196 | Time: 1855.58 ms
[2021-03-14 17:07:51 main:581] : INFO : Epoch 1783 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1854.97 ms
[2021-03-14 17:07:52 main:581] : INFO : Epoch 1784 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1855.97 ms
[2021-03-14 17:07:54 main:581] : INFO : Epoch 1785 | loss: 0.0311965 | val_loss: 0.0311958 | Time: 1829.56 ms
[2021-03-14 17:07:56 main:581] : INFO : Epoch 1786 | loss: 0.031196 | val_loss: 0.0311959 | Time: 1860.28 ms
[2021-03-14 17:07:58 main:581] : INFO : Epoch 1787 | loss: 0.0311965 | val_loss: 0.0312007 | Time: 1856.23 ms
[2021-03-14 17:08:00 main:581] : INFO : Epoch 1788 | loss: 0.0311974 | val_loss: 0.0311957 | Time: 1862.07 ms
[2021-03-14 17:08:02 main:581] : INFO : Epoch 1789 | loss: 0.0311975 | val_loss: 0.0311968 | Time: 1850.16 ms
[2021-03-14 17:08:04 main:581] : INFO : Epoch 1790 | loss: 0.0311975 | val_loss: 0.0311963 | Time: 1859.52 ms
[2021-03-14 17:08:05 main:581] : INFO : Epoch 1791 | loss: 0.0311964 | val_loss: 0.0311959 | Time: 1860.13 ms
[2021-03-14 17:08:07 main:581] : INFO : Epoch 1792 | loss: 0.0311965 | val_loss: 0.0311961 | Time: 1860.32 ms
[2021-03-14 17:08:09 main:581] : INFO : Epoch 1793 | loss: 0.0311974 | val_loss: 0.0311962 | Time: 1863.16 ms
[2021-03-14 17:08:11 main:581] : INFO : Epoch 1794 | loss: 0.031197 | val_loss: 0.0311966 | Time: 1859.46 ms
[2021-03-14 17:08:13 main:581] : INFO : Epoch 1795 | loss: 0.0311978 | val_loss: 0.0312027 | Time: 1850.79 ms
[2021-03-14 17:08:15 main:581] : INFO : Epoch 1796 | loss: 0.0311981 | val_loss: 0.0311965 | Time: 1856.6 ms
[2021-03-14 17:08:17 main:581] : INFO : Epoch 1797 | loss: 0.0311981 | val_loss: 0.031196 | Time: 1857 ms
[2021-03-14 17:08:18 main:581] : INFO : Epoch 1798 | loss: 0.0311978 | val_loss: 0.0311964 | Time: 1859.56 ms
[2021-03-14 17:08:20 main:581] : INFO : Epoch 1799 | loss: 0.0311965 | val_loss: 0.0311958 | Time: 1857.61 ms
[2021-03-14 17:08:22 main:581] : INFO : Epoch 1800 | loss: 0.0311966 | val_loss: 0.0311964 | Time: 1857.13 ms
[2021-03-14 17:08:24 main:581] : INFO : Epoch 1801 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 1851.05 ms
[2021-03-14 17:08:26 main:581] : INFO : Epoch 1802 | loss: 0.0312014 | val_loss: 0.0311995 | Time: 1854.31 ms
[2021-03-14 17:08:28 main:581] : INFO : Epoch 1803 | loss: 0.0312027 | val_loss: 0.0311981 | Time: 1851.01 ms
[2021-03-14 17:08:30 main:581] : INFO : Epoch 1804 | loss: 0.0312006 | val_loss: 0.0312006 | Time: 1855.26 ms
[2021-03-14 17:08:31 main:581] : INFO : Epoch 1805 | loss: 0.0311996 | val_loss: 0.0311967 | Time: 1855.86 ms
[2021-03-14 17:08:33 main:581] : INFO : Epoch 1806 | loss: 0.031197 | val_loss: 0.0311958 | Time: 1853.15 ms
[2021-03-14 17:08:35 main:581] : INFO : Epoch 1807 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 1851.97 ms
[2021-03-14 17:08:37 main:581] : INFO : Epoch 1808 | loss: 0.0311972 | val_loss: 0.031197 | Time: 1849.86 ms
[2021-03-14 17:08:39 main:581] : INFO : Epoch 1809 | loss: 0.0311972 | val_loss: 0.0311966 | Time: 1855.41 ms
[2021-03-14 17:08:41 main:581] : INFO : Epoch 1810 | loss: 0.0311976 | val_loss: 0.0311995 | Time: 1853.55 ms
[2021-03-14 17:08:43 main:581] : INFO : Epoch 1811 | loss: 0.0311967 | val_loss: 0.0311968 | Time: 1852.8 ms
[2021-03-14 17:08:44 main:581] : INFO : Epoch 1812 | loss: 0.0311965 | val_loss: 0.0311981 | Time: 1858.81 ms
[2021-03-14 17:08:46 main:581] : INFO : Epoch 1813 | loss: 0.0311969 | val_loss: 0.0311957 | Time: 1854.95 ms
[2021-03-14 17:08:48 main:581] : INFO : Epoch 1814 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 1856.48 ms
[2021-03-14 17:08:50 main:581] : INFO : Epoch 1815 | loss: 0.0311964 | val_loss: 0.0311959 | Time: 1852.47 ms
[2021-03-14 17:08:52 main:581] : INFO : Epoch 1816 | loss: 0.0311959 | val_loss: 0.0311961 | Time: 1849.28 ms
[2021-03-14 17:08:54 main:581] : INFO : Epoch 1817 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1857.37 ms
[2021-03-14 17:08:56 main:581] : INFO : Epoch 1818 | loss: 0.0311978 | val_loss: 0.0311963 | Time: 1857.77 ms
[2021-03-14 17:08:57 main:581] : INFO : Epoch 1819 | loss: 0.0311963 | val_loss: 0.0311963 | Time: 1862.46 ms
[2021-03-14 17:08:59 main:581] : INFO : Epoch 1820 | loss: 0.0311964 | val_loss: 0.0311963 | Time: 1860.19 ms
[2021-03-14 17:09:01 main:581] : INFO : Epoch 1821 | loss: 0.0311968 | val_loss: 0.031197 | Time: 1857.54 ms
[2021-03-14 17:09:03 main:581] : INFO : Epoch 1822 | loss: 0.0311969 | val_loss: 0.0311957 | Time: 1858.82 ms
[2021-03-14 17:09:05 main:581] : INFO : Epoch 1823 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 1860.78 ms
[2021-03-14 17:09:07 main:581] : INFO : Epoch 1824 | loss: 0.0311979 | val_loss: 0.0311996 | Time: 1857.69 ms
[2021-03-14 17:09:09 main:581] : INFO : Epoch 1825 | loss: 0.0311968 | val_loss: 0.0311958 | Time: 1858.93 ms
[2021-03-14 17:09:10 main:581] : INFO : Epoch 1826 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1860.17 ms
[2021-03-14 17:09:12 main:581] : INFO : Epoch 1827 | loss: 0.0311968 | val_loss: 0.0311958 | Time: 1860.93 ms
[2021-03-14 17:09:14 main:581] : INFO : Epoch 1828 | loss: 0.0311962 | val_loss: 0.0311962 | Time: 1862.88 ms
[2021-03-14 17:09:16 main:581] : INFO : Epoch 1829 | loss: 0.0311967 | val_loss: 0.031196 | Time: 1857.46 ms
[2021-03-14 17:09:18 main:581] : INFO : Epoch 1830 | loss: 0.0311971 | val_loss: 0.0311985 | Time: 1856.92 ms
[2021-03-14 17:09:20 main:581] : INFO : Epoch 1831 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 1857.7 ms
[2021-03-14 17:09:22 main:581] : INFO : Epoch 1832 | loss: 0.0311963 | val_loss: 0.0311958 | Time: 1860 ms
[2021-03-14 17:09:23 main:581] : INFO : Epoch 1833 | loss: 0.0311963 | val_loss: 0.0311963 | Time: 1848.7 ms
[2021-03-14 17:09:25 main:581] : INFO : Epoch 1834 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1855.51 ms
[2021-03-14 17:09:27 main:581] : INFO : Epoch 1835 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 1857.59 ms
[2021-03-14 17:09:29 main:581] : INFO : Epoch 1836 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1857.86 ms
[2021-03-14 17:09:31 main:581] : INFO : Epoch 1837 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 1856.97 ms
[2021-03-14 17:09:33 main:581] : INFO : Epoch 1838 | loss: 0.0311966 | val_loss: 0.0311967 | Time: 1852.78 ms
[2021-03-14 17:09:35 main:581] : INFO : Epoch 1839 | loss: 0.0311967 | val_loss: 0.0311961 | Time: 1858.83 ms
[2021-03-14 17:09:36 main:581] : INFO : Epoch 1840 | loss: 0.031197 | val_loss: 0.0311959 | Time: 1855.8 ms
[2021-03-14 17:09:38 main:581] : INFO : Epoch 1841 | loss: 0.0311966 | val_loss: 0.0311975 | Time: 1863.18 ms
[2021-03-14 17:09:40 main:581] : INFO : Epoch 1842 | loss: 0.031197 | val_loss: 0.0311963 | Time: 1853.57 ms
[2021-03-14 17:09:42 main:581] : INFO : Epoch 1843 | loss: 0.0311964 | val_loss: 0.0311962 | Time: 1865.11 ms
[2021-03-14 17:09:44 main:581] : INFO : Epoch 1844 | loss: 0.0311958 | val_loss: 0.0311973 | Time: 1865.57 ms
[2021-03-14 17:09:46 main:581] : INFO : Epoch 1845 | loss: 0.0311969 | val_loss: 0.031198 | Time: 1867.73 ms
[2021-03-14 17:09:48 main:581] : INFO : Epoch 1846 | loss: 0.0311976 | val_loss: 0.0311959 | Time: 1865.69 ms
[2021-03-14 17:09:49 main:581] : INFO : Epoch 1847 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1866.31 ms
[2021-03-14 17:09:51 main:581] : INFO : Epoch 1848 | loss: 0.0311965 | val_loss: 0.0311965 | Time: 1863.84 ms
[2021-03-14 17:09:53 main:581] : INFO : Epoch 1849 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1860.98 ms
[2021-03-14 17:09:55 main:581] : INFO : Epoch 1850 | loss: 0.0311959 | val_loss: 0.0311958 | Time: 1861.58 ms
[2021-03-14 17:09:57 main:581] : INFO : Epoch 1851 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 1861.65 ms
[2021-03-14 17:09:59 main:581] : INFO : Epoch 1852 | loss: 0.0311962 | val_loss: 0.0311962 | Time: 1862.08 ms
[2021-03-14 17:10:01 main:581] : INFO : Epoch 1853 | loss: 0.0311969 | val_loss: 0.0311961 | Time: 1864.27 ms
[2021-03-14 17:10:03 main:581] : INFO : Epoch 1854 | loss: 0.0311965 | val_loss: 0.0311958 | Time: 1864.01 ms
[2021-03-14 17:10:04 main:581] : INFO : Epoch 1855 | loss: 0.031196 | val_loss: 0.0311958 | Time: 1863.46 ms
[2021-03-14 17:10:06 main:581] : INFO : Epoch 1856 | loss: 0.031196 | val_loss: 0.0311959 | Time: 1861.09 ms
[2021-03-14 17:10:08 main:581] : INFO : Epoch 1857 | loss: 0.0311966 | val_loss: 0.0311963 | Time: 1862.13 ms
[2021-03-14 17:10:10 main:581] : INFO : Epoch 1858 | loss: 0.0311973 | val_loss: 0.0311956 | Time: 1860.87 ms
[2021-03-14 17:10:12 main:581] : INFO : Epoch 1859 | loss: 0.0311964 | val_loss: 0.0311957 | Time: 1859.83 ms
[2021-03-14 17:10:14 main:581] : INFO : Epoch 1860 | loss: 0.0311967 | val_loss: 0.0311993 | Time: 1862.17 ms
[2021-03-14 17:10:16 main:581] : INFO : Epoch 1861 | loss: 0.031197 | val_loss: 0.0311957 | Time: 1861.27 ms
[2021-03-14 17:10:17 main:581] : INFO : Epoch 1862 | loss: 0.0311965 | val_loss: 0.031196 | Time: 1855.67 ms
[2021-03-14 17:10:19 main:581] : INFO : Epoch 1863 | loss: 0.031196 | val_loss: 0.0311957 | Time: 1861.49 ms
[2021-03-14 17:10:21 main:581] : INFO : Epoch 1864 | loss: 0.031196 | val_loss: 0.0311967 | Time: 1859.68 ms
[2021-03-14 17:10:23 main:581] : INFO : Epoch 1865 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 1855.69 ms
[2021-03-14 17:10:25 main:581] : INFO : Epoch 1866 | loss: 0.0311971 | val_loss: 0.0311975 | Time: 1865.32 ms
[2021-03-14 17:10:27 main:581] : INFO : Epoch 1867 | loss: 0.0312014 | val_loss: 0.0312063 | Time: 1872.73 ms
[2021-03-14 17:10:29 main:581] : INFO : Epoch 1868 | loss: 0.0312728 | val_loss: 0.0314385 | Time: 1872.87 ms
[2021-03-14 17:10:30 main:581] : INFO : Epoch 1869 | loss: 0.0322325 | val_loss: 0.0315898 | Time: 1870.45 ms
[2021-03-14 17:10:32 main:581] : INFO : Epoch 1870 | loss: 0.0317512 | val_loss: 0.031402 | Time: 1871.8 ms
[2021-03-14 17:10:34 main:581] : INFO : Epoch 1871 | loss: 0.0312705 | val_loss: 0.0312124 | Time: 1865.24 ms
[2021-03-14 17:10:36 main:581] : INFO : Epoch 1872 | loss: 0.0312091 | val_loss: 0.0312045 | Time: 1863.75 ms
[2021-03-14 17:10:38 main:581] : INFO : Epoch 1873 | loss: 0.0311996 | val_loss: 0.0311973 | Time: 1866.61 ms
[2021-03-14 17:10:40 main:581] : INFO : Epoch 1874 | loss: 0.0311995 | val_loss: 0.0311989 | Time: 1863.75 ms
[2021-03-14 17:10:42 main:581] : INFO : Epoch 1875 | loss: 0.0311973 | val_loss: 0.0311964 | Time: 1863.32 ms
[2021-03-14 17:10:44 main:581] : INFO : Epoch 1876 | loss: 0.0311965 | val_loss: 0.031196 | Time: 1865.36 ms
[2021-03-14 17:10:45 main:581] : INFO : Epoch 1877 | loss: 0.0311965 | val_loss: 0.0311959 | Time: 1844.6 ms
[2021-03-14 17:10:47 main:581] : INFO : Epoch 1878 | loss: 0.0311967 | val_loss: 0.0311967 | Time: 1856.49 ms
[2021-03-14 17:10:49 main:581] : INFO : Epoch 1879 | loss: 0.0311967 | val_loss: 0.0311962 | Time: 1855.89 ms
[2021-03-14 17:10:51 main:581] : INFO : Epoch 1880 | loss: 0.0311974 | val_loss: 0.0311984 | Time: 1858.1 ms
[2021-03-14 17:10:53 main:581] : INFO : Epoch 1881 | loss: 0.0311975 | val_loss: 0.0312001 | Time: 1857.93 ms
[2021-03-14 17:10:55 main:581] : INFO : Epoch 1882 | loss: 0.0311976 | val_loss: 0.031196 | Time: 1858.33 ms
[2021-03-14 17:10:56 main:581] : INFO : Epoch 1883 | loss: 0.0311977 | val_loss: 0.031197 | Time: 1845 ms
[2021-03-14 17:10:58 main:581] : INFO : Epoch 1884 | loss: 0.0311971 | val_loss: 0.0311989 | Time: 1858.41 ms
[2021-03-14 17:11:00 main:581] : INFO : Epoch 1885 | loss: 0.0311971 | val_loss: 0.0311961 | Time: 1856.55 ms
[2021-03-14 17:11:02 main:581] : INFO : Epoch 1886 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1856.98 ms
[2021-03-14 17:11:04 main:581] : INFO : Epoch 1887 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 1856.86 ms
[2021-03-14 17:11:06 main:581] : INFO : Epoch 1888 | loss: 0.0311971 | val_loss: 0.0311984 | Time: 1858.85 ms
[2021-03-14 17:11:08 main:581] : INFO : Epoch 1889 | loss: 0.0311973 | val_loss: 0.0311959 | Time: 1866.75 ms
[2021-03-14 17:11:10 main:581] : INFO : Epoch 1890 | loss: 0.0311961 | val_loss: 0.0311969 | Time: 1866.31 ms
[2021-03-14 17:11:11 main:581] : INFO : Epoch 1891 | loss: 0.0311963 | val_loss: 0.0311964 | Time: 1866.49 ms
[2021-03-14 17:11:13 main:581] : INFO : Epoch 1892 | loss: 0.031196 | val_loss: 0.0311965 | Time: 1859.48 ms
[2021-03-14 17:11:15 main:581] : INFO : Epoch 1893 | loss: 0.0311965 | val_loss: 0.0311959 | Time: 1854.36 ms
[2021-03-14 17:11:17 main:581] : INFO : Epoch 1894 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1859.99 ms
[2021-03-14 17:11:19 main:581] : INFO : Epoch 1895 | loss: 0.0311977 | val_loss: 0.031196 | Time: 1857.11 ms
[2021-03-14 17:11:21 main:581] : INFO : Epoch 1896 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1856.84 ms
[2021-03-14 17:11:23 main:581] : INFO : Epoch 1897 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 1858.36 ms
[2021-03-14 17:11:24 main:581] : INFO : Epoch 1898 | loss: 0.0311962 | val_loss: 0.0311963 | Time: 1857.51 ms
[2021-03-14 17:11:26 main:581] : INFO : Epoch 1899 | loss: 0.0311966 | val_loss: 0.0311984 | Time: 1852.8 ms
[2021-03-14 17:11:28 main:581] : INFO : Epoch 1900 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1856.94 ms
[2021-03-14 17:11:30 main:581] : INFO : Epoch 1901 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 1848.94 ms
[2021-03-14 17:11:32 main:581] : INFO : Epoch 1902 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1851.59 ms
[2021-03-14 17:11:34 main:581] : INFO : Epoch 1903 | loss: 0.0311985 | val_loss: 0.0311963 | Time: 1852.87 ms
[2021-03-14 17:11:36 main:581] : INFO : Epoch 1904 | loss: 0.0311972 | val_loss: 0.0312009 | Time: 1850.34 ms
[2021-03-14 17:11:37 main:581] : INFO : Epoch 1905 | loss: 0.031199 | val_loss: 0.0311963 | Time: 1853.76 ms
[2021-03-14 17:11:39 main:581] : INFO : Epoch 1906 | loss: 0.0311967 | val_loss: 0.031198 | Time: 1846.78 ms
[2021-03-14 17:11:41 main:581] : INFO : Epoch 1907 | loss: 0.0311975 | val_loss: 0.0311965 | Time: 1850.85 ms
[2021-03-14 17:11:43 main:581] : INFO : Epoch 1908 | loss: 0.0311963 | val_loss: 0.0311967 | Time: 1849.61 ms
[2021-03-14 17:11:45 main:581] : INFO : Epoch 1909 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 1854.31 ms
[2021-03-14 17:11:47 main:581] : INFO : Epoch 1910 | loss: 0.0311964 | val_loss: 0.031198 | Time: 1858.77 ms
[2021-03-14 17:11:48 main:581] : INFO : Epoch 1911 | loss: 0.0311965 | val_loss: 0.0311967 | Time: 1856.6 ms
[2021-03-14 17:11:50 main:581] : INFO : Epoch 1912 | loss: 0.0311961 | val_loss: 0.0311995 | Time: 1858.94 ms
[2021-03-14 17:11:52 main:581] : INFO : Epoch 1913 | loss: 0.0311973 | val_loss: 0.0311968 | Time: 1857.93 ms
[2021-03-14 17:11:54 main:581] : INFO : Epoch 1914 | loss: 0.0311965 | val_loss: 0.0311962 | Time: 1860.58 ms
[2021-03-14 17:11:56 main:581] : INFO : Epoch 1915 | loss: 0.0311961 | val_loss: 0.0311956 | Time: 1859.05 ms
[2021-03-14 17:11:58 main:581] : INFO : Epoch 1916 | loss: 0.0311978 | val_loss: 0.0311983 | Time: 1860.17 ms
[2021-03-14 17:12:00 main:581] : INFO : Epoch 1917 | loss: 0.0311967 | val_loss: 0.0311965 | Time: 1855.24 ms
[2021-03-14 17:12:01 main:581] : INFO : Epoch 1918 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 1856.19 ms
[2021-03-14 17:12:03 main:581] : INFO : Epoch 1919 | loss: 0.0311968 | val_loss: 0.031198 | Time: 1854.99 ms
[2021-03-14 17:12:05 main:581] : INFO : Epoch 1920 | loss: 0.0311967 | val_loss: 0.0311997 | Time: 1854.8 ms
[2021-03-14 17:12:07 main:581] : INFO : Epoch 1921 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 1858.45 ms
[2021-03-14 17:12:09 main:581] : INFO : Epoch 1922 | loss: 0.0311968 | val_loss: 0.0311974 | Time: 1855.11 ms
[2021-03-14 17:12:11 main:581] : INFO : Epoch 1923 | loss: 0.031197 | val_loss: 0.0311987 | Time: 1851.86 ms
[2021-03-14 17:12:13 main:581] : INFO : Epoch 1924 | loss: 0.0311966 | val_loss: 0.0311974 | Time: 1857.89 ms
[2021-03-14 17:12:14 main:581] : INFO : Epoch 1925 | loss: 0.0311963 | val_loss: 0.0311969 | Time: 1858.34 ms
[2021-03-14 17:12:16 main:581] : INFO : Epoch 1926 | loss: 0.0311969 | val_loss: 0.0311973 | Time: 1855.79 ms
[2021-03-14 17:12:18 main:581] : INFO : Epoch 1927 | loss: 0.031197 | val_loss: 0.0311997 | Time: 1856.06 ms
[2021-03-14 17:12:20 main:581] : INFO : Epoch 1928 | loss: 0.0311967 | val_loss: 0.031197 | Time: 1856.08 ms
[2021-03-14 17:12:22 main:581] : INFO : Epoch 1929 | loss: 0.0311965 | val_loss: 0.0311992 | Time: 1857.4 ms
[2021-03-14 17:12:24 main:581] : INFO : Epoch 1930 | loss: 0.0311974 | val_loss: 0.0311987 | Time: 1852.66 ms
[2021-03-14 17:12:26 main:581] : INFO : Epoch 1931 | loss: 0.0311974 | val_loss: 0.0311977 | Time: 1855.13 ms
[2021-03-14 17:12:27 main:581] : INFO : Epoch 1932 | loss: 0.0311961 | val_loss: 0.0311963 | Time: 1856.54 ms
[2021-03-14 17:12:29 main:581] : INFO : Epoch 1933 | loss: 0.0311978 | val_loss: 0.0311977 | Time: 1854.04 ms
[2021-03-14 17:12:31 main:581] : INFO : Epoch 1934 | loss: 0.0311969 | val_loss: 0.031201 | Time: 1857.1 ms
[2021-03-14 17:12:33 main:581] : INFO : Epoch 1935 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 1860.18 ms
[2021-03-14 17:12:35 main:581] : INFO : Epoch 1936 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 1856.72 ms
[2021-03-14 17:12:37 main:581] : INFO : Epoch 1937 | loss: 0.0311968 | val_loss: 0.031199 | Time: 1853.38 ms
[2021-03-14 17:12:39 main:581] : INFO : Epoch 1938 | loss: 0.0311963 | val_loss: 0.0311974 | Time: 1857.94 ms
[2021-03-14 17:12:40 main:581] : INFO : Epoch 1939 | loss: 0.031197 | val_loss: 0.031198 | Time: 1852.51 ms
[2021-03-14 17:12:42 main:581] : INFO : Epoch 1940 | loss: 0.0311963 | val_loss: 0.0311969 | Time: 1851.6 ms
[2021-03-14 17:12:44 main:581] : INFO : Epoch 1941 | loss: 0.0311957 | val_loss: 0.0311968 | Time: 1852.21 ms
[2021-03-14 17:12:46 main:581] : INFO : Epoch 1942 | loss: 0.0311955 | val_loss: 0.0311967 | Time: 1853.74 ms
[2021-03-14 17:12:48 main:581] : INFO : Epoch 1943 | loss: 0.031197 | val_loss: 0.0312025 | Time: 1847.87 ms
[2021-03-14 17:12:50 main:581] : INFO : Epoch 1944 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 1850.58 ms
[2021-03-14 17:12:52 main:581] : INFO : Epoch 1945 | loss: 0.0311972 | val_loss: 0.0311982 | Time: 1848.95 ms
[2021-03-14 17:12:53 main:581] : INFO : Epoch 1946 | loss: 0.0311969 | val_loss: 0.0311976 | Time: 1852.18 ms
[2021-03-14 17:12:55 main:581] : INFO : Epoch 1947 | loss: 0.0311967 | val_loss: 0.0311966 | Time: 1850.29 ms
[2021-03-14 17:12:57 main:581] : INFO : Epoch 1948 | loss: 0.0311972 | val_loss: 0.0311982 | Time: 1853.36 ms
[2021-03-14 17:12:59 main:581] : INFO : Epoch 1949 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 1857.17 ms
[2021-03-14 17:13:01 main:581] : INFO : Epoch 1950 | loss: 0.0311957 | val_loss: 0.0311969 | Time: 1858.01 ms
[2021-03-14 17:13:03 main:581] : INFO : Epoch 1951 | loss: 0.0311972 | val_loss: 0.0311983 | Time: 1855.32 ms
[2021-03-14 17:13:05 main:581] : INFO : Epoch 1952 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 1858.47 ms
[2021-03-14 17:13:06 main:581] : INFO : Epoch 1953 | loss: 0.0311962 | val_loss: 0.0311973 | Time: 1860.45 ms
[2021-03-14 17:13:08 main:581] : INFO : Epoch 1954 | loss: 0.0311964 | val_loss: 0.0311993 | Time: 1861.34 ms
[2021-03-14 17:13:10 main:581] : INFO : Epoch 1955 | loss: 0.0311969 | val_loss: 0.0311983 | Time: 1865.47 ms
[2021-03-14 17:13:12 main:581] : INFO : Epoch 1956 | loss: 0.031196 | val_loss: 0.0311972 | Time: 1859.23 ms
[2021-03-14 17:13:14 main:581] : INFO : Epoch 1957 | loss: 0.0311966 | val_loss: 0.0311984 | Time: 1862.49 ms
[2021-03-14 17:13:16 main:581] : INFO : Epoch 1958 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 1860.66 ms
[2021-03-14 17:13:18 main:581] : INFO : Epoch 1959 | loss: 0.0311957 | val_loss: 0.0311972 | Time: 1858.81 ms
[2021-03-14 17:13:19 main:581] : INFO : Epoch 1960 | loss: 0.0311965 | val_loss: 0.0311985 | Time: 1857.51 ms
[2021-03-14 17:13:21 main:581] : INFO : Epoch 1961 | loss: 0.0311967 | val_loss: 0.0311983 | Time: 1858.4 ms
[2021-03-14 17:13:23 main:581] : INFO : Epoch 1962 | loss: 0.0311963 | val_loss: 0.0311988 | Time: 1767.8 ms
[2021-03-14 17:13:25 main:581] : INFO : Epoch 1963 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 1909.06 ms
[2021-03-14 17:13:27 main:581] : INFO : Epoch 1964 | loss: 0.0311962 | val_loss: 0.0311973 | Time: 1959.45 ms
[2021-03-14 17:13:29 main:581] : INFO : Epoch 1965 | loss: 0.031196 | val_loss: 0.0311966 | Time: 1860.04 ms
[2021-03-14 17:13:31 main:581] : INFO : Epoch 1966 | loss: 0.0311966 | val_loss: 0.0311973 | Time: 1861.42 ms
[2021-03-14 17:13:33 main:581] : INFO : Epoch 1967 | loss: 0.031196 | val_loss: 0.0311975 | Time: 1859.45 ms
[2021-03-14 17:13:34 main:581] : INFO : Epoch 1968 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 1860.07 ms
[2021-03-14 17:13:36 main:581] : INFO : Epoch 1969 | loss: 0.0311963 | val_loss: 0.0311971 | Time: 1856.67 ms
[2021-03-14 17:13:38 main:581] : INFO : Epoch 1970 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 1859.21 ms
[2021-03-14 17:13:40 main:581] : INFO : Epoch 1971 | loss: 0.0311964 | val_loss: 0.0311977 | Time: 1859.59 ms
[2021-03-14 17:13:42 main:581] : INFO : Epoch 1972 | loss: 0.0311966 | val_loss: 0.0311976 | Time: 1857.05 ms
[2021-03-14 17:13:44 main:581] : INFO : Epoch 1973 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 1860.53 ms
[2021-03-14 17:13:46 main:581] : INFO : Epoch 1974 | loss: 0.0311969 | val_loss: 0.0312002 | Time: 1853.41 ms
[2021-03-14 17:13:47 main:581] : INFO : Epoch 1975 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 1860.66 ms
[2021-03-14 17:13:49 main:581] : INFO : Epoch 1976 | loss: 0.0311955 | val_loss: 0.0311962 | Time: 1858.88 ms
[2021-03-14 17:13:51 main:581] : INFO : Epoch 1977 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 1860.68 ms
[2021-03-14 17:13:53 main:581] : INFO : Epoch 1978 | loss: 0.0311969 | val_loss: 0.0311966 | Time: 1860.48 ms
[2021-03-14 17:13:55 main:581] : INFO : Epoch 1979 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 1857.8 ms
[2021-03-14 17:13:57 main:581] : INFO : Epoch 1980 | loss: 0.0311965 | val_loss: 0.0311967 | Time: 1860.6 ms
[2021-03-14 17:13:59 main:581] : INFO : Epoch 1981 | loss: 0.0311961 | val_loss: 0.0311984 | Time: 1858.36 ms
[2021-03-14 17:14:00 main:581] : INFO : Epoch 1982 | loss: 0.031197 | val_loss: 0.0311984 | Time: 1858.44 ms
[2021-03-14 17:14:02 main:581] : INFO : Epoch 1983 | loss: 0.0311968 | val_loss: 0.0311975 | Time: 1859.69 ms
[2021-03-14 17:14:04 main:581] : INFO : Epoch 1984 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 1856.8 ms
[2021-03-14 17:14:06 main:581] : INFO : Epoch 1985 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 1858.39 ms
[2021-03-14 17:14:08 main:581] : INFO : Epoch 1986 | loss: 0.031197 | val_loss: 0.0311961 | Time: 1867.88 ms
[2021-03-14 17:14:10 main:581] : INFO : Epoch 1987 | loss: 0.0311962 | val_loss: 0.0311961 | Time: 1857.03 ms
[2021-03-14 17:14:12 main:581] : INFO : Epoch 1988 | loss: 0.0311957 | val_loss: 0.031197 | Time: 1860.68 ms
[2021-03-14 17:14:13 main:581] : INFO : Epoch 1989 | loss: 0.0311961 | val_loss: 0.031199 | Time: 1861.22 ms
[2021-03-14 17:14:15 main:581] : INFO : Epoch 1990 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 1874.24 ms
[2021-03-14 17:14:17 main:581] : INFO : Epoch 1991 | loss: 0.0311962 | val_loss: 0.0311962 | Time: 1859.01 ms
[2021-03-14 17:14:19 main:581] : INFO : Epoch 1992 | loss: 0.0311957 | val_loss: 0.0311967 | Time: 1852.93 ms
[2021-03-14 17:14:21 main:581] : INFO : Epoch 1993 | loss: 0.0311962 | val_loss: 0.031197 | Time: 1857.68 ms
[2021-03-14 17:14:23 main:581] : INFO : Epoch 1994 | loss: 0.0311972 | val_loss: 0.0312009 | Time: 1854.07 ms
[2021-03-14 17:14:25 main:581] : INFO : Epoch 1995 | loss: 0.0311974 | val_loss: 0.0311975 | Time: 1865.24 ms
[2021-03-14 17:14:26 main:581] : INFO : Epoch 1996 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 1863.88 ms
[2021-03-14 17:14:28 main:581] : INFO : Epoch 1997 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1864.14 ms
[2021-03-14 17:14:30 main:581] : INFO : Epoch 1998 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 1862.06 ms
[2021-03-14 17:14:32 main:581] : INFO : Epoch 1999 | loss: 0.031197 | val_loss: 0.0311976 | Time: 1864.43 ms
[2021-03-14 17:14:34 main:581] : INFO : Epoch 2000 | loss: 0.0311966 | val_loss: 0.0311975 | Time: 1861.73 ms
[2021-03-14 17:14:36 main:581] : INFO : Epoch 2001 | loss: 0.0311967 | val_loss: 0.0311978 | Time: 1861.72 ms
[2021-03-14 17:14:38 main:581] : INFO : Epoch 2002 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 1862.52 ms
[2021-03-14 17:14:39 main:581] : INFO : Epoch 2003 | loss: 0.0311967 | val_loss: 0.031197 | Time: 1863.43 ms
[2021-03-14 17:14:41 main:581] : INFO : Epoch 2004 | loss: 0.0311976 | val_loss: 0.0311976 | Time: 1866.17 ms
[2021-03-14 17:14:43 main:581] : INFO : Epoch 2005 | loss: 0.0311967 | val_loss: 0.0311962 | Time: 1827.93 ms
[2021-03-14 17:14:45 main:581] : INFO : Epoch 2006 | loss: 0.0311955 | val_loss: 0.031196 | Time: 1866.64 ms
[2021-03-14 17:14:47 main:581] : INFO : Epoch 2007 | loss: 0.0311958 | val_loss: 0.0311962 | Time: 1862.27 ms
[2021-03-14 17:14:49 main:581] : INFO : Epoch 2008 | loss: 0.0311957 | val_loss: 0.0311966 | Time: 1862.9 ms
[2021-03-14 17:14:51 main:581] : INFO : Epoch 2009 | loss: 0.031196 | val_loss: 0.0311968 | Time: 1861.47 ms
[2021-03-14 17:14:53 main:581] : INFO : Epoch 2010 | loss: 0.031196 | val_loss: 0.0311962 | Time: 1862.92 ms
[2021-03-14 17:14:54 main:581] : INFO : Epoch 2011 | loss: 0.0311956 | val_loss: 0.0311961 | Time: 1866.25 ms
[2021-03-14 17:14:56 main:581] : INFO : Epoch 2012 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 1864.83 ms
[2021-03-14 17:14:58 main:581] : INFO : Epoch 2013 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 1864.2 ms
[2021-03-14 17:15:00 main:581] : INFO : Epoch 2014 | loss: 0.0311962 | val_loss: 0.0311977 | Time: 1863.44 ms
[2021-03-14 17:15:02 main:581] : INFO : Epoch 2015 | loss: 0.0311966 | val_loss: 0.0311966 | Time: 1864.91 ms
[2021-03-14 17:15:04 main:581] : INFO : Epoch 2016 | loss: 0.0311973 | val_loss: 0.0311976 | Time: 1864.62 ms
[2021-03-14 17:15:06 main:581] : INFO : Epoch 2017 | loss: 0.0311959 | val_loss: 0.031197 | Time: 1865.93 ms
[2021-03-14 17:15:07 main:581] : INFO : Epoch 2018 | loss: 0.0311962 | val_loss: 0.0311962 | Time: 1868.44 ms
[2021-03-14 17:15:09 main:581] : INFO : Epoch 2019 | loss: 0.031196 | val_loss: 0.0311967 | Time: 1863.51 ms
[2021-03-14 17:15:11 main:581] : INFO : Epoch 2020 | loss: 0.0311957 | val_loss: 0.0311961 | Time: 1865.17 ms
[2021-03-14 17:15:13 main:581] : INFO : Epoch 2021 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 1847.33 ms
[2021-03-14 17:15:15 main:581] : INFO : Epoch 2022 | loss: 0.0311963 | val_loss: 0.0311969 | Time: 1855.04 ms
[2021-03-14 17:15:17 main:581] : INFO : Epoch 2023 | loss: 0.031197 | val_loss: 0.0311979 | Time: 1860.09 ms
[2021-03-14 17:15:19 main:581] : INFO : Epoch 2024 | loss: 0.0311978 | val_loss: 0.0311978 | Time: 1861 ms
[2021-03-14 17:15:20 main:581] : INFO : Epoch 2025 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 1857.83 ms
[2021-03-14 17:15:22 main:581] : INFO : Epoch 2026 | loss: 0.0311997 | val_loss: 0.0311985 | Time: 1856.89 ms
[2021-03-14 17:15:24 main:581] : INFO : Epoch 2027 | loss: 0.0311981 | val_loss: 0.0311965 | Time: 1858.83 ms
[2021-03-14 17:15:26 main:581] : INFO : Epoch 2028 | loss: 0.0311966 | val_loss: 0.0311963 | Time: 1862.61 ms
[2021-03-14 17:15:28 main:581] : INFO : Epoch 2029 | loss: 0.0311964 | val_loss: 0.0311968 | Time: 1859.63 ms
[2021-03-14 17:15:30 main:581] : INFO : Epoch 2030 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 1865.69 ms
[2021-03-14 17:15:32 main:581] : INFO : Epoch 2031 | loss: 0.0311997 | val_loss: 0.0312043 | Time: 1859.97 ms
[2021-03-14 17:15:33 main:581] : INFO : Epoch 2032 | loss: 0.0311979 | val_loss: 0.0311983 | Time: 1862.79 ms
[2021-03-14 17:15:35 main:581] : INFO : Epoch 2033 | loss: 0.031197 | val_loss: 0.0311971 | Time: 1861.1 ms
[2021-03-14 17:15:37 main:581] : INFO : Epoch 2034 | loss: 0.0311972 | val_loss: 0.0312019 | Time: 1864.21 ms
[2021-03-14 17:15:39 main:581] : INFO : Epoch 2035 | loss: 0.0311984 | val_loss: 0.0311978 | Time: 1863.76 ms
[2021-03-14 17:15:41 main:581] : INFO : Epoch 2036 | loss: 0.0311967 | val_loss: 0.0311975 | Time: 1863.2 ms
[2021-03-14 17:15:43 main:581] : INFO : Epoch 2037 | loss: 0.0311985 | val_loss: 0.031199 | Time: 1861.9 ms
[2021-03-14 17:15:45 main:581] : INFO : Epoch 2038 | loss: 0.0311984 | val_loss: 0.0311975 | Time: 1861.72 ms
[2021-03-14 17:15:47 main:581] : INFO : Epoch 2039 | loss: 0.0311966 | val_loss: 0.031197 | Time: 1861.48 ms
[2021-03-14 17:15:48 main:581] : INFO : Epoch 2040 | loss: 0.0311966 | val_loss: 0.0311982 | Time: 1864.83 ms
[2021-03-14 17:15:50 main:581] : INFO : Epoch 2041 | loss: 0.0311971 | val_loss: 0.0311966 | Time: 1861.59 ms
[2021-03-14 17:15:52 main:581] : INFO : Epoch 2042 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 1858.69 ms
[2021-03-14 17:15:54 main:581] : INFO : Epoch 2043 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 1861.42 ms
[2021-03-14 17:15:56 main:581] : INFO : Epoch 2044 | loss: 0.0311967 | val_loss: 0.0311971 | Time: 1861.51 ms
[2021-03-14 17:15:58 main:581] : INFO : Epoch 2045 | loss: 0.0311958 | val_loss: 0.0311963 | Time: 1863.04 ms
[2021-03-14 17:16:00 main:581] : INFO : Epoch 2046 | loss: 0.0311957 | val_loss: 0.0311961 | Time: 1859.63 ms
[2021-03-14 17:16:01 main:581] : INFO : Epoch 2047 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 1862.74 ms
[2021-03-14 17:16:03 main:581] : INFO : Epoch 2048 | loss: 0.0311965 | val_loss: 0.0311971 | Time: 1861.07 ms
[2021-03-14 17:16:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311971
[2021-03-14 17:16:03 main:610] : INFO : Saving end state to config to file
[2021-03-14 17:16:03 main:615] : INFO : Success, exiting..
17:16:03 (2126409): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)