Task 5133719
| Name | ParityMachine-1619579275-23372-0_1 |
| Workunit | 3061931 |
| Created | 2 May 2021, 23:12:27 UTC |
| Sent | 2 May 2021, 23:31:32 UTC |
| Report deadline | 10 May 2021, 23:31:32 UTC |
| Received | 3 May 2021, 3:06:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 9 min 14 sec |
| CPU time | 1 hours 9 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 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> 0 main:581] : INFO : Epoch 1538 | loss: 0.0309758 | val_loss: 0.0313741 | Time: 2026.8 ms [2021-05-02 22:48:52 main:581] : INFO : Epoch 1539 | loss: 0.0309757 | val_loss: 0.0313276 | Time: 2035.28 ms [2021-05-02 22:48:54 main:581] : INFO : Epoch 1540 | loss: 0.0309798 | val_loss: 0.0313305 | Time: 2049.65 ms [2021-05-02 22:48:56 main:581] : INFO : Epoch 1541 | loss: 0.0309782 | val_loss: 0.0313655 | Time: 2013.16 ms [2021-05-02 22:48:58 main:581] : INFO : Epoch 1542 | loss: 0.0309839 | val_loss: 0.0312879 | Time: 1977.84 ms [2021-05-02 22:49:00 main:581] : INFO : Epoch 1543 | loss: 0.0309727 | val_loss: 0.0313283 | Time: 1961.78 ms [2021-05-02 22:49:02 main:581] : INFO : Epoch 1544 | loss: 0.03097 | val_loss: 0.0313513 | Time: 2102.08 ms [2021-05-02 22:49:04 main:581] : INFO : Epoch 1545 | loss: 0.0309644 | val_loss: 0.0312997 | Time: 2091.81 ms [2021-05-02 22:49:06 main:581] : INFO : Epoch 1546 | loss: 0.0309658 | val_loss: 0.0313081 | Time: 1903.01 ms [2021-05-02 22:49:08 main:581] : INFO : Epoch 1547 | loss: 0.0309693 | val_loss: 0.0313135 | Time: 1977.39 ms [2021-05-02 22:49:10 main:581] : INFO : Epoch 1548 | loss: 0.0309696 | val_loss: 0.0313254 | Time: 1867.27 ms [2021-05-02 22:49:12 main:581] : INFO : Epoch 1549 | loss: 0.0309712 | val_loss: 0.0313228 | Time: 2017.78 ms [2021-05-02 22:49:14 main:581] : INFO : Epoch 1550 | loss: 0.0309638 | val_loss: 0.0313318 | Time: 2021.49 ms [2021-05-02 22:49:16 main:581] : INFO : Epoch 1551 | loss: 0.0309636 | val_loss: 0.0313463 | Time: 2028.11 ms [2021-05-02 22:49:18 main:581] : INFO : Epoch 1552 | loss: 0.0309617 | val_loss: 0.0313288 | Time: 1954.74 ms [2021-05-02 22:49:20 main:581] : INFO : Epoch 1553 | loss: 0.0309596 | val_loss: 0.0313538 | Time: 1805.69 ms [2021-05-02 22:49:22 main:581] : INFO : Epoch 1554 | loss: 0.0309619 | val_loss: 0.0313289 | Time: 1814.49 ms [2021-05-02 22:49:24 main:581] : INFO : Epoch 1555 | loss: 0.0309657 | val_loss: 0.0313275 | Time: 1950.56 ms [2021-05-02 22:49:26 main:581] : INFO : Epoch 1556 | loss: 0.0309695 | val_loss: 0.0313648 | Time: 2024.42 ms [2021-05-02 22:49:28 main:581] : INFO : Epoch 1557 | loss: 0.0309794 | val_loss: 0.0313459 | Time: 2001.12 ms [2021-05-02 22:49:30 main:581] : INFO : Epoch 1558 | loss: 0.030969 | val_loss: 0.03133 | Time: 2036.95 ms [2021-05-02 22:49:32 main:581] : INFO : Epoch 1559 | loss: 0.0309702 | val_loss: 0.0313457 | Time: 2031.65 ms [2021-05-02 22:49:34 main:581] : INFO : Epoch 1560 | loss: 0.0309684 | val_loss: 0.0313216 | Time: 2009.5 ms [2021-05-02 22:49:36 main:581] : INFO : Epoch 1561 | loss: 0.0309693 | val_loss: 0.0313244 | Time: 1989.59 ms [2021-05-02 22:49:38 main:581] : INFO : Epoch 1562 | loss: 0.0309706 | val_loss: 0.0313672 | Time: 1940.96 ms [2021-05-02 22:49:40 main:581] : INFO : Epoch 1563 | loss: 0.0309626 | val_loss: 0.0313542 | Time: 2027.83 ms [2021-05-02 22:49:41 main:581] : INFO : Epoch 1564 | loss: 0.0309607 | val_loss: 0.0313506 | Time: 1934.77 ms [2021-05-02 22:49:43 main:581] : INFO : Epoch 1565 | loss: 0.0309583 | val_loss: 0.0313185 | Time: 1970.42 ms [2021-05-02 22:49:46 main:581] : INFO : Epoch 1566 | loss: 0.0309595 | val_loss: 0.0313382 | Time: 2075.16 ms [2021-05-02 22:49:48 main:581] : INFO : Epoch 1567 | loss: 0.0309609 | val_loss: 0.0313164 | Time: 2246.33 ms [2021-05-02 22:49:50 main:581] : INFO : Epoch 1568 | loss: 0.0309656 | val_loss: 0.0313591 | Time: 2098.31 ms [2021-05-02 22:49:52 main:581] : INFO : Epoch 1569 | loss: 0.0309715 | val_loss: 0.0313137 | Time: 2044.43 ms [2021-05-02 22:49:54 main:581] : INFO : Epoch 1570 | loss: 0.0309682 | val_loss: 0.0313149 | Time: 1907.61 ms [2021-05-02 22:49:56 main:581] : INFO : Epoch 1571 | loss: 0.0309723 | val_loss: 0.0313146 | Time: 1945.91 ms [2021-05-02 22:49:58 main:581] : INFO : Epoch 1572 | loss: 0.0309623 | val_loss: 0.0313414 | Time: 1986.4 ms [2021-05-02 22:50:00 main:581] : INFO : Epoch 1573 | loss: 0.0309608 | val_loss: 0.0313486 | Time: 1951.87 ms [2021-05-02 22:50:02 main:581] : INFO : Epoch 1574 | loss: 0.0309637 | val_loss: 0.0313381 | Time: 2056.16 ms [2021-05-02 22:50:04 main:581] : INFO : Epoch 1575 | loss: 0.0309721 | val_loss: 0.0313628 | Time: 2053.39 ms [2021-05-02 22:50:06 main:581] : INFO : Epoch 1576 | loss: 0.0309644 | val_loss: 0.0313172 | Time: 1955.91 ms [2021-05-02 22:50:08 main:581] : INFO : Epoch 1577 | loss: 0.0309663 | val_loss: 0.0313419 | Time: 1879.39 ms [2021-05-02 22:50:10 main:581] : INFO : Epoch 1578 | loss: 0.0309595 | val_loss: 0.031338 | Time: 2049.76 ms [2021-05-02 22:50:12 main:581] : INFO : Epoch 1579 | loss: 0.0309623 | val_loss: 0.0313181 | Time: 2042.74 ms [2021-05-02 22:50:14 main:581] : INFO : Epoch 1580 | loss: 0.0309717 | val_loss: 0.0313124 | Time: 2034.52 ms [2021-05-02 22:50:16 main:581] : INFO : Epoch 1581 | loss: 0.0309715 | val_loss: 0.0313333 | Time: 2023.74 ms [2021-05-02 22:50:18 main:581] : INFO : Epoch 1582 | loss: 0.030981 | val_loss: 0.0313527 | Time: 2068.28 ms [2021-05-02 22:50:20 main:581] : INFO : Epoch 1583 | loss: 0.0309704 | val_loss: 0.0313174 | Time: 2034.62 ms [2021-05-02 22:50:22 main:581] : INFO : Epoch 1584 | loss: 0.0309735 | val_loss: 0.0313595 | Time: 1946.67 ms [2021-05-02 22:50:24 main:581] : INFO : Epoch 1585 | loss: 0.0309666 | val_loss: 0.0313061 | Time: 2113.46 ms [2021-05-02 22:50:26 main:581] : INFO : Epoch 1586 | loss: 0.0309667 | val_loss: 0.0313254 | Time: 2009.59 ms [2021-05-02 22:50:28 main:581] : INFO : Epoch 1587 | loss: 0.0309697 | val_loss: 0.0313361 | Time: 2068.02 ms [2021-05-02 22:50:30 main:581] : INFO : Epoch 1588 | loss: 0.0309649 | val_loss: 0.0313614 | Time: 2132.72 ms [2021-05-02 22:50:32 main:581] : INFO : Epoch 1589 | loss: 0.0309592 | val_loss: 0.0313117 | Time: 1961.03 ms [2021-05-02 22:50:34 main:581] : INFO : Epoch 1590 | loss: 0.0309636 | val_loss: 0.0313684 | Time: 2003.13 ms [2021-05-02 22:50:36 main:581] : INFO : Epoch 1591 | loss: 0.0309741 | val_loss: 0.0312983 | Time: 2032.25 ms [2021-05-02 22:50:38 main:581] : INFO : Epoch 1592 | loss: 0.0309772 | val_loss: 0.0313429 | Time: 2053.99 ms [2021-05-02 22:50:40 main:581] : INFO : Epoch 1593 | loss: 0.0309776 | val_loss: 0.0313368 | Time: 2040.25 ms [2021-05-02 22:50:42 main:581] : INFO : Epoch 1594 | loss: 0.0309738 | val_loss: 0.0313266 | Time: 2052.8 ms [2021-05-02 22:50:44 main:581] : INFO : Epoch 1595 | loss: 0.0309722 | val_loss: 0.031316 | Time: 2028.69 ms [2021-05-02 22:50:46 main:581] : INFO : Epoch 1596 | loss: 0.0309637 | val_loss: 0.0313271 | Time: 2018.86 ms [2021-05-02 22:50:48 main:581] : INFO : Epoch 1597 | loss: 0.0309705 | val_loss: 0.0313142 | Time: 2072.15 ms [2021-05-02 22:50:50 main:581] : INFO : Epoch 1598 | loss: 0.0309733 | val_loss: 0.0313322 | Time: 2001.48 ms [2021-05-02 22:50:52 main:581] : INFO : Epoch 1599 | loss: 0.0309702 | val_loss: 0.0313277 | Time: 2016.95 ms [2021-05-02 22:50:55 main:581] : INFO : Epoch 1600 | loss: 0.0309777 | val_loss: 0.0312898 | Time: 2081.61 ms [2021-05-02 22:50:57 main:581] : INFO : Epoch 1601 | loss: 0.0309693 | val_loss: 0.0313499 | Time: 2057.05 ms [2021-05-02 22:50:59 main:581] : INFO : Epoch 1602 | loss: 0.0309628 | val_loss: 0.0313543 | Time: 1957.4 ms [2021-05-02 22:51:01 main:581] : INFO : Epoch 1603 | loss: 0.0309684 | val_loss: 0.0313429 | Time: 2047.64 ms [2021-05-02 22:51:03 main:581] : INFO : Epoch 1604 | loss: 0.0309793 | val_loss: 0.0313154 | Time: 2025.15 ms [2021-05-02 22:51:05 main:581] : INFO : Epoch 1605 | loss: 0.0309873 | val_loss: 0.031309 | Time: 2009.21 ms [2021-05-02 22:51:07 main:581] : INFO : Epoch 1606 | loss: 0.0309831 | val_loss: 0.0312969 | Time: 2050.93 ms [2021-05-02 22:51:09 main:581] : INFO : Epoch 1607 | loss: 0.0309702 | val_loss: 0.0313346 | Time: 1976.9 ms [2021-05-02 22:51:11 main:581] : INFO : Epoch 1608 | loss: 0.0309594 | val_loss: 0.0313802 | Time: 2041.47 ms [2021-05-02 22:51:13 main:581] : INFO : Epoch 1609 | loss: 0.0309579 | val_loss: 0.0313578 | Time: 1988.3 ms [2021-05-02 22:51:15 main:581] : INFO : Epoch 1610 | loss: 0.030968 | val_loss: 0.0313301 | Time: 2066.74 ms [2021-05-02 22:51:17 main:581] : INFO : Epoch 1611 | loss: 0.0309591 | val_loss: 0.0313215 | Time: 2008.54 ms [2021-05-02 22:51:19 main:581] : INFO : Epoch 1612 | loss: 0.0309639 | val_loss: 0.0313114 | Time: 2017.53 ms [2021-05-02 22:51:21 main:581] : INFO : Epoch 1613 | loss: 0.030961 | val_loss: 0.0313491 | Time: 2007.91 ms [2021-05-02 22:51:23 main:581] : INFO : Epoch 1614 | loss: 0.03096 | val_loss: 0.0313554 | Time: 1995.17 ms [2021-05-02 22:51:25 main:581] : INFO : Epoch 1615 | loss: 0.030966 | val_loss: 0.0312915 | Time: 2006.75 ms [2021-05-02 22:51:27 main:581] : INFO : Epoch 1616 | loss: 0.0309709 | val_loss: 0.0313415 | Time: 1896.03 ms [2021-05-02 22:51:29 main:581] : INFO : Epoch 1617 | loss: 0.0309641 | val_loss: 0.0313608 | Time: 1960.92 ms [2021-05-02 22:51:31 main:581] : INFO : Epoch 1618 | loss: 0.0309667 | val_loss: 0.0313162 | Time: 2021.92 ms [2021-05-02 22:51:33 main:581] : INFO : Epoch 1619 | loss: 0.0309667 | val_loss: 0.0313049 | Time: 1906.17 ms [2021-05-02 22:51:35 main:581] : INFO : Epoch 1620 | loss: 0.0309645 | val_loss: 0.0313508 | Time: 1970.42 ms [2021-05-02 22:51:37 main:581] : INFO : Epoch 1621 | loss: 0.0309726 | val_loss: 0.0313369 | Time: 1977.67 ms [2021-05-02 22:51:39 main:581] : INFO : Epoch 1622 | loss: 0.0309709 | val_loss: 0.031336 | Time: 2052.46 ms [2021-05-02 22:51:41 main:581] : INFO : Epoch 1623 | loss: 0.0309814 | val_loss: 0.0313228 | Time: 2027.18 ms [2021-05-02 22:51:43 main:581] : INFO : Epoch 1624 | loss: 0.0309717 | val_loss: 0.0313146 | Time: 2021.09 ms [2021-05-02 22:51:45 main:581] : INFO : Epoch 1625 | loss: 0.0309618 | val_loss: 0.0313627 | Time: 2006.11 ms [2021-05-02 22:51:47 main:581] : INFO : Epoch 1626 | loss: 0.030966 | val_loss: 0.0313179 | Time: 2028.2 ms [2021-05-02 22:51:49 main:581] : INFO : Epoch 1627 | loss: 0.0309678 | val_loss: 0.0313305 | Time: 2020.88 ms [2021-05-02 22:51:51 main:581] : INFO : Epoch 1628 | loss: 0.0309675 | val_loss: 0.0313358 | Time: 2289.21 ms [2021-05-02 22:51:53 main:581] : INFO : Epoch 1629 | loss: 0.0309649 | val_loss: 0.0313222 | Time: 2140.89 ms [2021-05-02 22:51:55 main:581] : INFO : Epoch 1630 | loss: 0.0309659 | val_loss: 0.0313089 | Time: 1957.65 ms [2021-05-02 22:51:57 main:581] : INFO : Epoch 1631 | loss: 0.0309669 | val_loss: 0.0313496 | Time: 1992.31 ms [2021-05-02 22:51:59 main:581] : INFO : Epoch 1632 | loss: 0.0309806 | val_loss: 0.0313178 | Time: 2071.07 ms [2021-05-02 22:52:01 main:581] : INFO : Epoch 1633 | loss: 0.0309824 | val_loss: 0.0313565 | Time: 2044.11 ms [2021-05-02 22:52:03 main:581] : INFO : Epoch 1634 | loss: 0.0309611 | val_loss: 0.031333 | Time: 2021.58 ms [2021-05-02 22:52:05 main:581] : INFO : Epoch 1635 | loss: 0.0309583 | val_loss: 0.0313793 | Time: 1984.71 ms [2021-05-02 22:52:07 main:581] : INFO : Epoch 1636 | loss: 0.0309742 | val_loss: 0.0312881 | Time: 1961.57 ms [2021-05-02 22:52:09 main:581] : INFO : Epoch 1637 | loss: 0.030977 | val_loss: 0.0313681 | Time: 2132.98 ms [2021-05-02 22:52:11 main:581] : INFO : Epoch 1638 | loss: 0.030989 | val_loss: 0.031323 | Time: 2031.45 ms [2021-05-02 22:52:13 main:581] : INFO : Epoch 1639 | loss: 0.0309953 | val_loss: 0.03133 | Time: 2055.4 ms [2021-05-02 22:52:15 main:581] : INFO : Epoch 1640 | loss: 0.0309751 | val_loss: 0.0313451 | Time: 2007.57 ms [2021-05-02 22:52:17 main:581] : INFO : Epoch 1641 | loss: 0.0309722 | val_loss: 0.0313378 | Time: 1979.61 ms [2021-05-02 22:52:19 main:581] : INFO : Epoch 1642 | loss: 0.0309703 | val_loss: 0.0313227 | Time: 2033.3 ms [2021-05-02 22:52:22 main:581] : INFO : Epoch 1643 | loss: 0.0309621 | val_loss: 0.0313534 | Time: 2161.19 ms [2021-05-02 22:52:24 main:581] : INFO : Epoch 1644 | loss: 0.0309758 | val_loss: 0.0313678 | Time: 2039.48 ms [2021-05-02 22:52:26 main:581] : INFO : Epoch 1645 | loss: 0.0309868 | val_loss: 0.0313487 | Time: 2195.79 ms [2021-05-02 22:52:28 main:581] : INFO : Epoch 1646 | loss: 0.030967 | val_loss: 0.0313269 | Time: 2040.49 ms [2021-05-02 22:52:30 main:581] : INFO : Epoch 1647 | loss: 0.0309766 | val_loss: 0.0313814 | Time: 2055.1 ms [2021-05-02 22:52:32 main:581] : INFO : Epoch 1648 | loss: 0.0309702 | val_loss: 0.0312946 | Time: 1984.41 ms [2021-05-02 22:52:34 main:581] : INFO : Epoch 1649 | loss: 0.0309638 | val_loss: 0.0313658 | Time: 1874.51 ms [2021-05-02 22:52:36 main:581] : INFO : Epoch 1650 | loss: 0.0309613 | val_loss: 0.0313508 | Time: 2040.37 ms [2021-05-02 22:52:38 main:581] : INFO : Epoch 1651 | loss: 0.0309778 | val_loss: 0.0313909 | Time: 1985.4 ms [2021-05-02 22:52:40 main:581] : INFO : Epoch 1652 | loss: 0.030981 | val_loss: 0.0313093 | Time: 1956.61 ms [2021-05-02 22:52:42 main:581] : INFO : Epoch 1653 | loss: 0.0309659 | val_loss: 0.031317 | Time: 1966.15 ms [2021-05-02 22:52:44 main:581] : INFO : Epoch 1654 | loss: 0.0309596 | val_loss: 0.0313667 | Time: 2001.55 ms [2021-05-02 22:52:46 main:581] : INFO : Epoch 1655 | loss: 0.0309716 | val_loss: 0.0313475 | Time: 2034.9 ms [2021-05-02 22:52:48 main:581] : INFO : Epoch 1656 | loss: 0.0309731 | val_loss: 0.0312999 | Time: 2015.78 ms [2021-05-02 22:52:50 main:581] : INFO : Epoch 1657 | loss: 0.0309702 | val_loss: 0.0313245 | Time: 2065.03 ms [2021-05-02 22:52:52 main:581] : INFO : Epoch 1658 | loss: 0.0309645 | val_loss: 0.0313143 | Time: 2008.34 ms [2021-05-02 22:52:54 main:581] : INFO : Epoch 1659 | loss: 0.0309635 | val_loss: 0.0313294 | Time: 2002.84 ms [2021-05-02 22:52:56 main:581] : INFO : Epoch 1660 | loss: 0.0309689 | val_loss: 0.0312664 | Time: 2075.61 ms [2021-05-02 22:52:58 main:581] : INFO : Epoch 1661 | loss: 0.0310166 | val_loss: 0.0312958 | Time: 2020.12 ms [2021-05-02 22:53:00 main:581] : INFO : Epoch 1662 | loss: 0.0309826 | val_loss: 0.0313405 | Time: 2043.18 ms [2021-05-02 22:53:02 main:581] : INFO : Epoch 1663 | loss: 0.0309683 | val_loss: 0.0313429 | Time: 2142.81 ms [2021-05-02 22:53:04 main:581] : INFO : Epoch 1664 | loss: 0.0309667 | val_loss: 0.0313289 | Time: 2107.79 ms [2021-05-02 22:53:06 main:581] : INFO : Epoch 1665 | loss: 0.0309689 | val_loss: 0.031334 | Time: 1883.1 ms [2021-05-02 22:53:08 main:581] : INFO : Epoch 1666 | loss: 0.0309704 | val_loss: 0.0313596 | Time: 1925.85 ms [2021-05-02 22:53:10 main:581] : INFO : Epoch 1667 | loss: 0.0309619 | val_loss: 0.0313274 | Time: 1994.79 ms [2021-05-02 22:53:12 main:581] : INFO : Epoch 1668 | loss: 0.0309667 | val_loss: 0.0313591 | Time: 2024.76 ms [2021-05-02 22:53:14 main:581] : INFO : Epoch 1669 | loss: 0.0309689 | val_loss: 0.0313185 | Time: 2016.01 ms [2021-05-02 22:53:16 main:581] : INFO : Epoch 1670 | loss: 0.0309662 | val_loss: 0.0313113 | Time: 1997.67 ms [2021-05-02 22:53:18 main:581] : INFO : Epoch 1671 | loss: 0.0309657 | val_loss: 0.0313596 | Time: 1920.13 ms [2021-05-02 22:53:20 main:581] : INFO : Epoch 1672 | loss: 0.0309713 | val_loss: 0.0313342 | Time: 2021.94 ms [2021-05-02 22:53:22 main:581] : INFO : Epoch 1673 | loss: 0.0309666 | val_loss: 0.0313097 | Time: 1979.15 ms [2021-05-02 22:53:24 main:581] : INFO : Epoch 1674 | loss: 0.0309685 | val_loss: 0.0313792 | Time: 2045.1 ms [2021-05-02 22:53:26 main:581] : INFO : Epoch 1675 | loss: 0.0309614 | val_loss: 0.0312972 | Time: 2041.11 ms [2021-05-02 22:53:28 main:581] : INFO : Epoch 1676 | loss: 0.0309768 | val_loss: 0.03135 | Time: 2089.77 ms [2021-05-02 22:53:30 main:581] : INFO : Epoch 1677 | loss: 0.0309713 | val_loss: 0.0313006 | Time: 2042.06 ms [2021-05-02 22:53:32 main:581] : INFO : Epoch 1678 | loss: 0.0309663 | val_loss: 0.031341 | Time: 2040.33 ms [2021-05-02 22:53:34 main:581] : INFO : Epoch 1679 | loss: 0.0309611 | val_loss: 0.0313245 | Time: 2087.04 ms [2021-05-02 22:53:36 main:581] : INFO : Epoch 1680 | loss: 0.0309658 | val_loss: 0.03134 | Time: 2063.74 ms [2021-05-02 22:53:38 main:581] : INFO : Epoch 1681 | loss: 0.0309597 | val_loss: 0.0313241 | Time: 2066.37 ms [2021-05-02 22:53:40 main:581] : INFO : Epoch 1682 | loss: 0.0309679 | val_loss: 0.0313463 | Time: 2010.03 ms [2021-05-02 22:53:43 main:581] : INFO : Epoch 1683 | loss: 0.030963 | val_loss: 0.0313595 | Time: 2133.67 ms [2021-05-02 22:53:45 main:581] : INFO : Epoch 1684 | loss: 0.0309646 | val_loss: 0.031304 | Time: 2007.45 ms [2021-05-02 22:53:47 main:581] : INFO : Epoch 1685 | loss: 0.0309685 | val_loss: 0.0313201 | Time: 2078.08 ms [2021-05-02 22:53:49 main:581] : INFO : Epoch 1686 | loss: 0.030978 | val_loss: 0.0313203 | Time: 2092.66 ms [2021-05-02 22:53:51 main:581] : INFO : Epoch 1687 | loss: 0.0309802 | val_loss: 0.0313361 | Time: 2064.16 ms [2021-05-02 22:53:53 main:581] : INFO : Epoch 1688 | loss: 0.0309696 | val_loss: 0.0313329 | Time: 2019.3 ms [2021-05-02 22:53:55 main:581] : INFO : Epoch 1689 | loss: 0.0309618 | val_loss: 0.0313497 | Time: 1986.14 ms [2021-05-02 22:53:57 main:581] : INFO : Epoch 1690 | loss: 0.0309727 | val_loss: 0.0313338 | Time: 1951.59 ms [2021-05-02 22:53:59 main:581] : INFO : Epoch 1691 | loss: 0.0309733 | val_loss: 0.0313362 | Time: 1988.53 ms [2021-05-02 22:54:01 main:581] : INFO : Epoch 1692 | loss: 0.0309769 | val_loss: 0.0313229 | Time: 2042.62 ms [2021-05-02 22:54:03 main:581] : INFO : Epoch 1693 | loss: 0.0309736 | val_loss: 0.0313529 | Time: 2052.11 ms [2021-05-02 22:54:05 main:581] : INFO : Epoch 1694 | loss: 0.0309717 | val_loss: 0.031344 | Time: 2063.39 ms [2021-05-02 22:54:07 main:581] : INFO : Epoch 1695 | loss: 0.0309686 | val_loss: 0.0313109 | Time: 2058.25 ms [2021-05-02 22:54:09 main:581] : INFO : Epoch 1696 | loss: 0.0309664 | val_loss: 0.0313585 | Time: 1972.46 ms [2021-05-02 22:54:11 main:581] : INFO : Epoch 1697 | loss: 0.0309702 | val_loss: 0.0313448 | Time: 1964.24 ms [2021-05-02 22:54:13 main:581] : INFO : Epoch 1698 | loss: 0.030966 | val_loss: 0.0313254 | Time: 1990 ms [2021-05-02 22:54:15 main:581] : INFO : Epoch 1699 | loss: 0.0309694 | val_loss: 0.0313585 | Time: 1985.2 ms [2021-05-02 22:54:17 main:581] : INFO : Epoch 1700 | loss: 0.0309624 | val_loss: 0.0313535 | Time: 1929.69 ms [2021-05-02 22:54:19 main:581] : INFO : Epoch 1701 | loss: 0.030965 | val_loss: 0.0313329 | Time: 1970.61 ms [2021-05-02 22:54:21 main:581] : INFO : Epoch 1702 | loss: 0.0309653 | val_loss: 0.0313651 | Time: 2053.11 ms [2021-05-02 22:54:23 main:581] : INFO : Epoch 1703 | loss: 0.0309655 | val_loss: 0.0313177 | Time: 2039.55 ms [2021-05-02 22:54:25 main:581] : INFO : Epoch 1704 | loss: 0.0309602 | val_loss: 0.0313436 | Time: 1963.23 ms [2021-05-02 22:54:27 main:581] : INFO : Epoch 1705 | loss: 0.0309655 | val_loss: 0.0314023 | Time: 2044.01 ms [2021-05-02 22:54:29 main:581] : INFO : Epoch 1706 | loss: 0.0309704 | val_loss: 0.031292 | Time: 2058.67 ms [2021-05-02 22:54:31 main:581] : INFO : Epoch 1707 | loss: 0.0309721 | val_loss: 0.0313509 | Time: 2037.25 ms [2021-05-02 22:54:33 main:581] : INFO : Epoch 1708 | loss: 0.0309705 | val_loss: 0.0313045 | Time: 2033.92 ms [2021-05-02 22:54:35 main:581] : INFO : Epoch 1709 | loss: 0.0309626 | val_loss: 0.0313187 | Time: 2159.04 ms [2021-05-02 22:54:37 main:581] : INFO : Epoch 1710 | loss: 0.0309649 | val_loss: 0.0313278 | Time: 2122.57 ms [2021-05-02 22:54:39 main:581] : INFO : Epoch 1711 | loss: 0.0309685 | val_loss: 0.0313491 | Time: 2098.9 ms [2021-05-02 22:54:42 main:581] : INFO : Epoch 1712 | loss: 0.0309688 | val_loss: 0.0313409 | Time: 2111.79 ms [2021-05-02 22:54:44 main:581] : INFO : Epoch 1713 | loss: 0.0309594 | val_loss: 0.0313673 | Time: 2068.36 ms [2021-05-02 22:54:46 main:581] : INFO : Epoch 1714 | loss: 0.0309655 | val_loss: 0.0313317 | Time: 2047.32 ms [2021-05-02 22:54:48 main:581] : INFO : Epoch 1715 | loss: 0.0309663 | val_loss: 0.0313372 | Time: 2125.11 ms [2021-05-02 22:54:50 main:581] : INFO : Epoch 1716 | loss: 0.0309659 | val_loss: 0.0313481 | Time: 2035.75 ms [2021-05-02 22:54:52 main:581] : INFO : Epoch 1717 | loss: 0.0309681 | val_loss: 0.0313685 | Time: 2087.38 ms [2021-05-02 22:54:54 main:581] : INFO : Epoch 1718 | loss: 0.0309699 | val_loss: 0.0313295 | Time: 2095.04 ms [2021-05-02 22:54:56 main:581] : INFO : Epoch 1719 | loss: 0.0309703 | val_loss: 0.0313297 | Time: 1968.7 ms [2021-05-02 22:54:58 main:581] : INFO : Epoch 1720 | loss: 0.0309622 | val_loss: 0.0313719 | Time: 2060.15 ms [2021-05-02 22:55:00 main:581] : INFO : Epoch 1721 | loss: 0.0309641 | val_loss: 0.0313134 | Time: 2032.63 ms [2021-05-02 22:55:02 main:581] : INFO : Epoch 1722 | loss: 0.0309699 | val_loss: 0.0313227 | Time: 2121.66 ms [2021-05-02 22:55:04 main:581] : INFO : Epoch 1723 | loss: 0.030967 | val_loss: 0.0313664 | Time: 2061.6 ms [2021-05-02 22:55:06 main:581] : INFO : Epoch 1724 | loss: 0.0309674 | val_loss: 0.0313305 | Time: 2074.27 ms [2021-05-02 22:55:08 main:581] : INFO : Epoch 1725 | loss: 0.0309645 | val_loss: 0.0313303 | Time: 2103.13 ms [2021-05-02 22:55:11 main:581] : INFO : Epoch 1726 | loss: 0.0309694 | val_loss: 0.0313241 | Time: 2091.43 ms [2021-05-02 22:55:13 main:581] : INFO : Epoch 1727 | loss: 0.030971 | val_loss: 0.0313292 | Time: 2029.92 ms [2021-05-02 22:55:15 main:581] : INFO : Epoch 1728 | loss: 0.0309704 | val_loss: 0.0313573 | Time: 1977.07 ms [2021-05-02 22:55:17 main:581] : INFO : Epoch 1729 | loss: 0.030973 | val_loss: 0.031347 | Time: 2065.59 ms [2021-05-02 22:55:19 main:581] : INFO : Epoch 1730 | loss: 0.0309831 | val_loss: 0.0313696 | Time: 1996.73 ms [2021-05-02 22:55:21 main:581] : INFO : Epoch 1731 | loss: 0.0309724 | val_loss: 0.0313216 | Time: 1986.58 ms [2021-05-02 22:55:23 main:581] : INFO : Epoch 1732 | loss: 0.0309694 | val_loss: 0.031315 | Time: 2065.51 ms [2021-05-02 22:55:25 main:581] : INFO : Epoch 1733 | loss: 0.0309631 | val_loss: 0.0313728 | Time: 2050.37 ms [2021-05-02 22:55:27 main:581] : INFO : Epoch 1734 | loss: 0.0309602 | val_loss: 0.0313629 | Time: 2094.92 ms [2021-05-02 22:55:29 main:581] : INFO : Epoch 1735 | loss: 0.0309639 | val_loss: 0.0313239 | Time: 2063.08 ms [2021-05-02 22:55:31 main:581] : INFO : Epoch 1736 | loss: 0.0309727 | val_loss: 0.0313011 | Time: 2010.86 ms [2021-05-02 22:55:33 main:581] : INFO : Epoch 1737 | loss: 0.0309696 | val_loss: 0.0313471 | Time: 2068.44 ms [2021-05-02 22:55:35 main:581] : INFO : Epoch 1738 | loss: 0.0309698 | val_loss: 0.0313671 | Time: 2086.36 ms [2021-05-02 22:55:37 main:581] : INFO : Epoch 1739 | loss: 0.030965 | val_loss: 0.0313046 | Time: 2089.67 ms [2021-05-02 22:55:39 main:581] : INFO : Epoch 1740 | loss: 0.0309644 | val_loss: 0.0313378 | Time: 2110.25 ms [2021-05-02 22:55:41 main:581] : INFO : Epoch 1741 | loss: 0.0309712 | val_loss: 0.0313662 | Time: 2086.31 ms [2021-05-02 22:55:43 main:581] : INFO : Epoch 1742 | loss: 0.0309681 | val_loss: 0.0313272 | Time: 2004.33 ms [2021-05-02 22:55:45 main:581] : INFO : Epoch 1743 | loss: 0.0309698 | val_loss: 0.0313193 | Time: 2023.6 ms [2021-05-02 22:55:47 main:581] : INFO : Epoch 1744 | loss: 0.030971 | val_loss: 0.0313781 | Time: 2002.48 ms [2021-05-02 22:55:50 main:581] : INFO : Epoch 1745 | loss: 0.0309701 | val_loss: 0.0313165 | Time: 2149.93 ms [2021-05-02 22:55:52 main:581] : INFO : Epoch 1746 | loss: 0.0309624 | val_loss: 0.0313176 | Time: 2108.63 ms [2021-05-02 22:55:54 main:581] : INFO : Epoch 1747 | loss: 0.0309657 | val_loss: 0.0313608 | Time: 2031.27 ms [2021-05-02 22:55:56 main:581] : INFO : Epoch 1748 | loss: 0.0309676 | val_loss: 0.0313094 | Time: 2031 ms [2021-05-02 22:55:58 main:581] : INFO : Epoch 1749 | loss: 0.030966 | val_loss: 0.0313197 | Time: 1929.87 ms [2021-05-02 22:56:00 main:581] : INFO : Epoch 1750 | loss: 0.0309618 | val_loss: 0.0313259 | Time: 2070.63 ms [2021-05-02 22:56:02 main:581] : INFO : Epoch 1751 | loss: 0.0309741 | val_loss: 0.0312856 | Time: 2097.42 ms [2021-05-02 22:56:04 main:581] : INFO : Epoch 1752 | loss: 0.0309767 | val_loss: 0.0313501 | Time: 2140.68 ms [2021-05-02 22:56:06 main:581] : INFO : Epoch 1753 | loss: 0.0309646 | val_loss: 0.0313598 | Time: 2109.43 ms [2021-05-02 22:56:08 main:581] : INFO : Epoch 1754 | loss: 0.0309708 | val_loss: 0.0313499 | Time: 2050.57 ms [2021-05-02 22:56:10 main:581] : INFO : Epoch 1755 | loss: 0.0309732 | val_loss: 0.0313165 | Time: 2033.33 ms [2021-05-02 22:56:12 main:581] : INFO : Epoch 1756 | loss: 0.0309721 | val_loss: 0.0313691 | Time: 2002.33 ms [2021-05-02 22:56:14 main:581] : INFO : Epoch 1757 | loss: 0.0309731 | val_loss: 0.0313639 | Time: 1918.59 ms [2021-05-02 22:56:16 main:581] : INFO : Epoch 1758 | loss: 0.030979 | val_loss: 0.0313182 | Time: 1996.9 ms [2021-05-02 22:56:18 main:581] : INFO : Epoch 1759 | loss: 0.0309709 | val_loss: 0.0313604 | Time: 2037.27 ms [2021-05-02 22:56:20 main:581] : INFO : Epoch 1760 | loss: 0.0309677 | val_loss: 0.0313204 | Time: 2042.55 ms [2021-05-02 22:56:22 main:581] : INFO : Epoch 1761 | loss: 0.0309675 | val_loss: 0.0313377 | Time: 2055.67 ms [2021-05-02 22:56:24 main:581] : INFO : Epoch 1762 | loss: 0.0309616 | val_loss: 0.03132 | Time: 2039.91 ms [2021-05-02 22:56:26 main:581] : INFO : Epoch 1763 | loss: 0.0309641 | val_loss: 0.0313369 | Time: 2036.69 ms [2021-05-02 22:56:28 main:581] : INFO : Epoch 1764 | loss: 0.0309628 | val_loss: 0.031352 | Time: 2067.03 ms [2021-05-02 22:56:30 main:581] : INFO : Epoch 1765 | loss: 0.0309656 | val_loss: 0.0313148 | Time: 2047.82 ms [2021-05-02 22:56:32 main:581] : INFO : Epoch 1766 | loss: 0.0309672 | val_loss: 0.0313993 | Time: 2050.14 ms [2021-05-02 22:56:34 main:581] : INFO : Epoch 1767 | loss: 0.0309693 | val_loss: 0.0313057 | Time: 1981.76 ms [2021-05-02 22:56:36 main:581] : INFO : Epoch 1768 | loss: 0.0309672 | val_loss: 0.0313241 | Time: 2001.23 ms [2021-05-02 22:56:38 main:581] : INFO : Epoch 1769 | loss: 0.0309693 | val_loss: 0.031291 | Time: 2020.59 ms [2021-05-02 22:56:40 main:581] : INFO : Epoch 1770 | loss: 0.0309705 | val_loss: 0.0313673 | Time: 2030.76 ms [2021-05-02 22:56:42 main:581] : INFO : Epoch 1771 | loss: 0.0309717 | val_loss: 0.0313259 | Time: 2002.11 ms [2021-05-02 22:56:45 main:581] : INFO : Epoch 1772 | loss: 0.0309737 | val_loss: 0.0313532 | Time: 2049.78 ms [2021-05-02 22:56:47 main:581] : INFO : Epoch 1773 | loss: 0.030981 | val_loss: 0.0313494 | Time: 2076.23 ms [2021-05-02 22:56:49 main:581] : INFO : Epoch 1774 | loss: 0.0309657 | val_loss: 0.0312844 | Time: 2066.32 ms [2021-05-02 22:56:51 main:581] : INFO : Epoch 1775 | loss: 0.0309828 | val_loss: 0.0313197 | Time: 2078.48 ms [2021-05-02 22:56:53 main:581] : INFO : Epoch 1776 | loss: 0.0309764 | val_loss: 0.031343 | Time: 1995.54 ms [2021-05-02 22:56:55 main:581] : INFO : Epoch 1777 | loss: 0.0309663 | val_loss: 0.0313845 | Time: 1946.78 ms [2021-05-02 22:56:57 main:581] : INFO : Epoch 1778 | loss: 0.0309599 | val_loss: 0.0313045 | Time: 2042.73 ms [2021-05-02 22:56:59 main:581] : INFO : Epoch 1779 | loss: 0.0309704 | val_loss: 0.0313159 | Time: 2086.44 ms [2021-05-02 22:57:01 main:581] : INFO : Epoch 1780 | loss: 0.0309669 | val_loss: 0.031366 | Time: 2071.94 ms [2021-05-02 22:57:03 main:581] : INFO : Epoch 1781 | loss: 0.0309667 | val_loss: 0.0313388 | Time: 2063.3 ms [2021-05-02 22:57:05 main:581] : INFO : Epoch 1782 | loss: 0.0309714 | val_loss: 0.0313267 | Time: 2075.23 ms [2021-05-02 22:57:07 main:581] : INFO : Epoch 1783 | loss: 0.0309744 | val_loss: 0.0313282 | Time: 2078.25 ms [2021-05-02 22:57:09 main:581] : INFO : Epoch 1784 | loss: 0.0309674 | val_loss: 0.031356 | Time: 2104.21 ms [2021-05-02 22:57:11 main:581] : INFO : Epoch 1785 | loss: 0.0309721 | val_loss: 0.0313189 | Time: 2093.13 ms [2021-05-02 22:57:13 main:581] : INFO : Epoch 1786 | loss: 0.0309711 | val_loss: 0.0313317 | Time: 2055.55 ms [2021-05-02 22:57:15 main:581] : INFO : Epoch 1787 | loss: 0.030982 | val_loss: 0.0313781 | Time: 2074.62 ms [2021-05-02 22:57:17 main:581] : INFO : Epoch 1788 | loss: 0.0309748 | val_loss: 0.031363 | Time: 2072.53 ms [2021-05-02 22:57:20 main:581] : INFO : Epoch 1789 | loss: 0.0309626 | val_loss: 0.0313143 | Time: 2041.84 ms [2021-05-02 22:57:22 main:581] : INFO : Epoch 1790 | loss: 0.0309653 | val_loss: 0.0313328 | Time: 2049.94 ms [2021-05-02 22:57:24 main:581] : INFO : Epoch 1791 | loss: 0.0309724 | val_loss: 0.0313228 | Time: 2036.66 ms [2021-05-02 22:57:26 main:581] : INFO : Epoch 1792 | loss: 0.0309672 | val_loss: 0.03132 | Time: 2034.1 ms [2021-05-02 22:57:28 main:581] : INFO : Epoch 1793 | loss: 0.0309658 | val_loss: 0.0313193 | Time: 1928.57 ms [2021-05-02 22:57:30 main:581] : INFO : Epoch 1794 | loss: 0.0309587 | val_loss: 0.0313607 | Time: 1994.95 ms [2021-05-02 22:57:32 main:581] : INFO : Epoch 1795 | loss: 0.0309594 | val_loss: 0.0312911 | Time: 2074.97 ms [2021-05-02 22:57:34 main:581] : INFO : Epoch 1796 | loss: 0.0309745 | val_loss: 0.0313579 | Time: 2043.11 ms [2021-05-02 22:57:36 main:581] : INFO : Epoch 1797 | loss: 0.030981 | val_loss: 0.0313317 | Time: 2078.04 ms [2021-05-02 22:57:38 main:581] : INFO : Epoch 1798 | loss: 0.0309778 | val_loss: 0.0313294 | Time: 2059.06 ms [2021-05-02 22:57:40 main:581] : INFO : Epoch 1799 | loss: 0.0309673 | val_loss: 0.0313503 | Time: 1980.18 ms [2021-05-02 22:57:42 main:581] : INFO : Epoch 1800 | loss: 0.0309722 | val_loss: 0.0313477 | Time: 2059.11 ms [2021-05-02 22:57:44 main:581] : INFO : Epoch 1801 | loss: 0.030966 | val_loss: 0.0313457 | Time: 2063.38 ms [2021-05-02 22:57:46 main:581] : INFO : Epoch 1802 | loss: 0.030971 | val_loss: 0.0313245 | Time: 2133.18 ms [2021-05-02 22:57:48 main:581] : INFO : Epoch 1803 | loss: 0.0309678 | val_loss: 0.0313505 | Time: 2056.64 ms [2021-05-02 22:57:50 main:581] : INFO : Epoch 1804 | loss: 0.0309651 | val_loss: 0.031328 | Time: 2116.19 ms [2021-05-02 22:57:52 main:581] : INFO : Epoch 1805 | loss: 0.0309671 | val_loss: 0.0312967 | Time: 2138.9 ms [2021-05-02 22:57:55 main:581] : INFO : Epoch 1806 | loss: 0.0309753 | val_loss: 0.0313459 | Time: 2263.82 ms [2021-05-02 22:57:57 main:581] : INFO : Epoch 1807 | loss: 0.0309633 | val_loss: 0.0313376 | Time: 2042.99 ms [2021-05-02 22:57:59 main:581] : INFO : Epoch 1808 | loss: 0.0309678 | val_loss: 0.031332 | Time: 2065.83 ms [2021-05-02 22:58:01 main:581] : INFO : Epoch 1809 | loss: 0.0309738 | val_loss: 0.0313214 | Time: 2045.9 ms [2021-05-02 22:58:03 main:581] : INFO : Epoch 1810 | loss: 0.0309744 | val_loss: 0.0313562 | Time: 2045.89 ms [2021-05-02 22:58:05 main:581] : INFO : Epoch 1811 | loss: 0.0309676 | val_loss: 0.031339 | Time: 1985.13 ms [2021-05-02 22:58:07 main:581] : INFO : Epoch 1812 | loss: 0.0309648 | val_loss: 0.0313366 | Time: 2097.81 ms [2021-05-02 22:58:09 main:581] : INFO : Epoch 1813 | loss: 0.0309705 | val_loss: 0.0313291 | Time: 2079.22 ms [2021-05-02 22:58:11 main:581] : INFO : Epoch 1814 | loss: 0.0309664 | val_loss: 0.0313171 | Time: 2004.15 ms [2021-05-02 22:58:13 main:581] : INFO : Epoch 1815 | loss: 0.0309721 | val_loss: 0.0313629 | Time: 2042.62 ms [2021-05-02 22:58:15 main:581] : INFO : Epoch 1816 | loss: 0.0309703 | val_loss: 0.0313431 | Time: 2094.8 ms [2021-05-02 22:58:17 main:581] : INFO : Epoch 1817 | loss: 0.0309647 | val_loss: 0.0313466 | Time: 2031.25 ms [2021-05-02 22:58:19 main:581] : INFO : Epoch 1818 | loss: 0.0309667 | val_loss: 0.0313841 | Time: 2106.5 ms [2021-05-02 22:58:21 main:581] : INFO : Epoch 1819 | loss: 0.0309624 | val_loss: 0.0313487 | Time: 2042.45 ms [2021-05-02 22:58:23 main:581] : INFO : Epoch 1820 | loss: 0.0309671 | val_loss: 0.031299 | Time: 2007.97 ms [2021-05-02 22:58:25 main:581] : INFO : Epoch 1821 | loss: 0.0309743 | val_loss: 0.0313433 | Time: 2044.29 ms [2021-05-02 22:58:27 main:581] : INFO : Epoch 1822 | loss: 0.0309685 | val_loss: 0.0313467 | Time: 2094.48 ms [2021-05-02 22:58:30 main:581] : INFO : Epoch 1823 | loss: 0.030964 | val_loss: 0.0313298 | Time: 2082.43 ms [2021-05-02 22:58:32 main:581] : INFO : Epoch 1824 | loss: 0.030965 | val_loss: 0.0313198 | Time: 2054.81 ms [2021-05-02 22:58:34 main:581] : INFO : Epoch 1825 | loss: 0.0309616 | val_loss: 0.0313447 | Time: 2073.81 ms [2021-05-02 22:58:36 main:581] : INFO : Epoch 1826 | loss: 0.0309615 | val_loss: 0.0313531 | Time: 2081.79 ms [2021-05-02 22:58:38 main:581] : INFO : Epoch 1827 | loss: 0.0309609 | val_loss: 0.0313139 | Time: 2058.72 ms [2021-05-02 22:58:40 main:581] : INFO : Epoch 1828 | loss: 0.030974 | val_loss: 0.0313213 | Time: 2060.6 ms [2021-05-02 22:58:42 main:581] : INFO : Epoch 1829 | loss: 0.030966 | val_loss: 0.031334 | Time: 2062.6 ms [2021-05-02 22:58:44 main:581] : INFO : Epoch 1830 | loss: 0.0309607 | val_loss: 0.0313439 | Time: 2104.78 ms [2021-05-02 22:58:46 main:581] : INFO : Epoch 1831 | loss: 0.0309619 | val_loss: 0.0313764 | Time: 2064.61 ms [2021-05-02 22:58:48 main:581] : INFO : Epoch 1832 | loss: 0.0309583 | val_loss: 0.0313363 | Time: 2055.91 ms [2021-05-02 22:58:50 main:581] : INFO : Epoch 1833 | loss: 0.0309679 | val_loss: 0.0313606 | Time: 2048.58 ms [2021-05-02 22:58:52 main:581] : INFO : Epoch 1834 | loss: 0.030979 | val_loss: 0.0313028 | Time: 2064.41 ms [2021-05-02 22:58:54 main:581] : INFO : Epoch 1835 | loss: 0.0309703 | val_loss: 0.0313267 | Time: 2070.56 ms [2021-05-02 22:58:56 main:581] : INFO : Epoch 1836 | loss: 0.0309594 | val_loss: 0.0313463 | Time: 2079.41 ms [2021-05-02 22:58:59 main:581] : INFO : Epoch 1837 | loss: 0.0309586 | val_loss: 0.0313416 | Time: 2080.64 ms [2021-05-02 22:59:01 main:581] : INFO : Epoch 1838 | loss: 0.0309679 | val_loss: 0.0313348 | Time: 2049.56 ms [2021-05-02 22:59:03 main:581] : INFO : Epoch 1839 | loss: 0.0309714 | val_loss: 0.0313334 | Time: 2072.5 ms [2021-05-02 22:59:05 main:581] : INFO : Epoch 1840 | loss: 0.0309636 | val_loss: 0.0313522 | Time: 2110.42 ms [2021-05-02 22:59:07 main:581] : INFO : Epoch 1841 | loss: 0.0309666 | val_loss: 0.0313767 | Time: 2102.77 ms [2021-05-02 22:59:09 main:581] : INFO : Epoch 1842 | loss: 0.0309735 | val_loss: 0.0313345 | Time: 2093.68 ms [2021-05-02 22:59:11 main:581] : INFO : Epoch 1843 | loss: 0.0309744 | val_loss: 0.031383 | Time: 2126.73 ms [2021-05-02 22:59:13 main:581] : INFO : Epoch 1844 | loss: 0.0309742 | val_loss: 0.0313438 | Time: 2077.55 ms [2021-05-02 22:59:15 main:581] : INFO : Epoch 1845 | loss: 0.0309803 | val_loss: 0.0313244 | Time: 2190.89 ms [2021-05-02 22:59:17 main:581] : INFO : Epoch 1846 | loss: 0.0309746 | val_loss: 0.0313215 | Time: 2026.96 ms [2021-05-02 22:59:19 main:581] : INFO : Epoch 1847 | loss: 0.0309672 | val_loss: 0.0313293 | Time: 1872.82 ms [2021-05-02 22:59:21 main:581] : INFO : Epoch 1848 | loss: 0.0309727 | val_loss: 0.0313436 | Time: 1959.46 ms [2021-05-02 22:59:23 main:581] : INFO : Epoch 1849 | loss: 0.0309719 | val_loss: 0.0313544 | Time: 2032.24 ms [2021-05-02 22:59:25 main:581] : INFO : Epoch 1850 | loss: 0.0309695 | val_loss: 0.0313417 | Time: 2038.94 ms [2021-05-02 22:59:27 main:581] : INFO : Epoch 1851 | loss: 0.0309682 | val_loss: 0.0313539 | Time: 1985.12 ms [2021-05-02 22:59:29 main:581] : INFO : Epoch 1852 | loss: 0.030974 | val_loss: 0.0314016 | Time: 2077.57 ms [2021-05-02 22:59:31 main:581] : INFO : Epoch 1853 | loss: 0.0309781 | val_loss: 0.0313061 | Time: 2060.55 ms [2021-05-02 22:59:33 main:581] : INFO : Epoch 1854 | loss: 0.0309704 | val_loss: 0.0313522 | Time: 2081.11 ms [2021-05-02 22:59:36 main:581] : INFO : Epoch 1855 | loss: 0.0309748 | val_loss: 0.0312988 | Time: 2084.39 ms [2021-05-02 22:59:38 main:581] : INFO : Epoch 1856 | loss: 0.030972 | val_loss: 0.0313705 | Time: 1998.8 ms [2021-05-02 22:59:40 main:581] : INFO : Epoch 1857 | loss: 0.0309688 | val_loss: 0.0313435 | Time: 2084.67 ms [2021-05-02 22:59:42 main:581] : INFO : Epoch 1858 | loss: 0.0309589 | val_loss: 0.0313343 | Time: 2073.63 ms [2021-05-02 22:59:44 main:581] : INFO : Epoch 1859 | loss: 0.0309598 | val_loss: 0.0313529 | Time: 2036.22 ms [2021-05-02 22:59:46 main:581] : INFO : Epoch 1860 | loss: 0.0309692 | val_loss: 0.031347 | Time: 1992.97 ms [2021-05-02 22:59:48 main:581] : INFO : Epoch 1861 | loss: 0.0309797 | val_loss: 0.0313788 | Time: 2006.39 ms [2021-05-02 22:59:50 main:581] : INFO : Epoch 1862 | loss: 0.0309785 | val_loss: 0.03134 | Time: 2072.91 ms [2021-05-02 22:59:52 main:581] : INFO : Epoch 1863 | loss: 0.030975 | val_loss: 0.0313705 | Time: 2053.91 ms [2021-05-02 22:59:54 main:581] : INFO : Epoch 1864 | loss: 0.0309746 | val_loss: 0.0313497 | Time: 2053.95 ms [2021-05-02 22:59:56 main:581] : INFO : Epoch 1865 | loss: 0.0309685 | val_loss: 0.0313367 | Time: 2016.09 ms [2021-05-02 22:59:58 main:581] : INFO : Epoch 1866 | loss: 0.0309637 | val_loss: 0.0313384 | Time: 2041.08 ms [2021-05-02 23:00:00 main:581] : INFO : Epoch 1867 | loss: 0.0309671 | val_loss: 0.0313364 | Time: 2066.89 ms [2021-05-02 23:00:02 main:581] : INFO : Epoch 1868 | loss: 0.030968 | val_loss: 0.0313298 | Time: 1955.14 ms [2021-05-02 23:00:04 main:581] : INFO : Epoch 1869 | loss: 0.0309642 | val_loss: 0.0313445 | Time: 2006.67 ms [2021-05-02 23:00:06 main:581] : INFO : Epoch 1870 | loss: 0.0309604 | val_loss: 0.0313287 | Time: 2009.97 ms [2021-05-02 23:00:08 main:581] : INFO : Epoch 1871 | loss: 0.0309642 | val_loss: 0.0313291 | Time: 2037.24 ms [2021-05-02 23:00:10 main:581] : INFO : Epoch 1872 | loss: 0.0309701 | val_loss: 0.0313239 | Time: 2068.43 ms [2021-05-02 23:00:12 main:581] : INFO : Epoch 1873 | loss: 0.0309732 | val_loss: 0.0313377 | Time: 1991.54 ms [2021-05-02 23:00:14 main:581] : INFO : Epoch 1874 | loss: 0.0309682 | val_loss: 0.0313452 | Time: 2077.78 ms [2021-05-02 23:00:16 main:581] : INFO : Epoch 1875 | loss: 0.0309614 | val_loss: 0.0313335 | Time: 2055.98 ms [2021-05-02 23:00:18 main:581] : INFO : Epoch 1876 | loss: 0.0309555 | val_loss: 0.0313511 | Time: 2101.79 ms [2021-05-02 23:00:20 main:581] : INFO : Epoch 1877 | loss: 0.0309555 | val_loss: 0.0313619 | Time: 1991.46 ms [2021-05-02 23:00:22 main:581] : INFO : Epoch 1878 | loss: 0.0309637 | val_loss: 0.0313247 | Time: 2009.34 ms [2021-05-02 23:00:24 main:581] : INFO : Epoch 1879 | loss: 0.0309657 | val_loss: 0.0313382 | Time: 2001.45 ms [2021-05-02 23:00:26 main:581] : INFO : Epoch 1880 | loss: 0.0309694 | val_loss: 0.0313478 | Time: 2041.27 ms [2021-05-02 23:00:28 main:581] : INFO : Epoch 1881 | loss: 0.0309665 | val_loss: 0.0313408 | Time: 2060.69 ms [2021-05-02 23:00:31 main:581] : INFO : Epoch 1882 | loss: 0.0309654 | val_loss: 0.0313132 | Time: 2060.03 ms [2021-05-02 23:00:33 main:581] : INFO : Epoch 1883 | loss: 0.0309663 | val_loss: 0.0313741 | Time: 2076.54 ms [2021-05-02 23:00:35 main:581] : INFO : Epoch 1884 | loss: 0.0309715 | val_loss: 0.0313449 | Time: 2107.9 ms [2021-05-02 23:00:37 main:581] : INFO : Epoch 1885 | loss: 0.0309591 | val_loss: 0.0313656 | Time: 2040.19 ms [2021-05-02 23:00:39 main:581] : INFO : Epoch 1886 | loss: 0.0309653 | val_loss: 0.0313218 | Time: 2027.65 ms [2021-05-02 23:00:41 main:581] : INFO : Epoch 1887 | loss: 0.0309642 | val_loss: 0.0313827 | Time: 2039.86 ms [2021-05-02 23:00:43 main:581] : INFO : Epoch 1888 | loss: 0.030964 | val_loss: 0.0313418 | Time: 2050.25 ms [2021-05-02 23:00:45 main:581] : INFO : Epoch 1889 | loss: 0.030961 | val_loss: 0.0313171 | Time: 1968.25 ms [2021-05-02 23:00:47 main:581] : INFO : Epoch 1890 | loss: 0.0309714 | val_loss: 0.031327 | Time: 2053.23 ms [2021-05-02 23:00:49 main:581] : INFO : Epoch 1891 | loss: 0.0309635 | val_loss: 0.0313257 | Time: 2045.08 ms [2021-05-02 23:00:51 main:581] : INFO : Epoch 1892 | loss: 0.0309634 | val_loss: 0.0313312 | Time: 1974.28 ms [2021-05-02 23:00:53 main:581] : INFO : Epoch 1893 | loss: 0.0309623 | val_loss: 0.03134 | Time: 2032.07 ms [2021-05-02 23:00:55 main:581] : INFO : Epoch 1894 | loss: 0.0309957 | val_loss: 0.0312479 | Time: 2085.75 ms [2021-05-02 23:00:57 main:581] : INFO : Epoch 1895 | loss: 0.0310514 | val_loss: 0.0312733 | Time: 2069.29 ms [2021-05-02 23:00:59 main:581] : INFO : Epoch 1896 | loss: 0.0310074 | val_loss: 0.0313314 | Time: 2082.06 ms [2021-05-02 23:01:01 main:581] : INFO : Epoch 1897 | loss: 0.0309877 | val_loss: 0.0313346 | Time: 2025.78 ms [2021-05-02 23:01:03 main:581] : INFO : Epoch 1898 | loss: 0.0309692 | val_loss: 0.0312931 | Time: 1899.75 ms [2021-05-02 23:01:05 main:581] : INFO : Epoch 1899 | loss: 0.0309707 | val_loss: 0.0313608 | Time: 2014.31 ms [2021-05-02 23:01:07 main:581] : INFO : Epoch 1900 | loss: 0.0309631 | val_loss: 0.0313227 | Time: 2009.68 ms [2021-05-02 23:01:09 main:581] : INFO : Epoch 1901 | loss: 0.0309608 | val_loss: 0.0313196 | Time: 2056.33 ms [2021-05-02 23:01:11 main:581] : INFO : Epoch 1902 | loss: 0.0309711 | val_loss: 0.0313485 | Time: 2100.15 ms [2021-05-02 23:01:13 main:581] : INFO : Epoch 1903 | loss: 0.0309763 | val_loss: 0.0313706 | Time: 1997.05 ms [2021-05-02 23:01:15 main:581] : INFO : Epoch 1904 | loss: 0.0309746 | val_loss: 0.0313101 | Time: 2010.03 ms [2021-05-02 23:01:17 main:581] : INFO : Epoch 1905 | loss: 0.0309801 | val_loss: 0.0313504 | Time: 2111.94 ms [2021-05-02 23:01:20 main:581] : INFO : Epoch 1906 | loss: 0.0309619 | val_loss: 0.0313413 | Time: 2070.39 ms [2021-05-02 23:01:22 main:581] : INFO : Epoch 1907 | loss: 0.0309645 | val_loss: 0.0312961 | Time: 2038.15 ms [2021-05-02 23:01:24 main:581] : INFO : Epoch 1908 | loss: 0.0309818 | val_loss: 0.0313683 | Time: 1997.03 ms [2021-05-02 23:01:26 main:581] : INFO : Epoch 1909 | loss: 0.0309759 | val_loss: 0.0313312 | Time: 1972.56 ms [2021-05-02 23:01:28 main:581] : INFO : Epoch 1910 | loss: 0.0309771 | val_loss: 0.0313662 | Time: 2029.01 ms [2021-05-02 23:01:30 main:581] : INFO : Epoch 1911 | loss: 0.030971 | val_loss: 0.0313335 | Time: 1992.31 ms [2021-05-02 23:01:32 main:581] : INFO : Epoch 1912 | loss: 0.030961 | val_loss: 0.0313443 | Time: 2047.5 ms [2021-05-02 23:01:34 main:581] : INFO : Epoch 1913 | loss: 0.0309604 | val_loss: 0.0313455 | Time: 2082.02 ms [2021-05-02 23:01:36 main:581] : INFO : Epoch 1914 | loss: 0.0309644 | val_loss: 0.0313414 | Time: 2027.25 ms [2021-05-02 23:01:38 main:581] : INFO : Epoch 1915 | loss: 0.0309688 | val_loss: 0.0313294 | Time: 2034.58 ms [2021-05-02 23:01:40 main:581] : INFO : Epoch 1916 | loss: 0.0309632 | val_loss: 0.0313699 | Time: 2042.14 ms [2021-05-02 23:01:42 main:581] : INFO : Epoch 1917 | loss: 0.030976 | val_loss: 0.0313353 | Time: 2018.62 ms [2021-05-02 23:01:44 main:581] : INFO : Epoch 1918 | loss: 0.0309627 | val_loss: 0.0313599 | Time: 1975.38 ms [2021-05-02 23:01:46 main:581] : INFO : Epoch 1919 | loss: 0.0309662 | val_loss: 0.0313689 | Time: 2083.38 ms [2021-05-02 23:01:48 main:581] : INFO : Epoch 1920 | loss: 0.0309711 | val_loss: 0.031349 | Time: 2053.02 ms [2021-05-02 23:01:50 main:581] : INFO : Epoch 1921 | loss: 0.030973 | val_loss: 0.0313256 | Time: 2099.23 ms [2021-05-02 23:01:52 main:581] : INFO : Epoch 1922 | loss: 0.0309664 | val_loss: 0.0313434 | Time: 2089.01 ms [2021-05-02 23:01:54 main:581] : INFO : Epoch 1923 | loss: 0.0309594 | val_loss: 0.0313369 | Time: 2115.93 ms [2021-05-02 23:01:56 main:581] : INFO : Epoch 1924 | loss: 0.030964 | val_loss: 0.0313464 | Time: 2068.24 ms [2021-05-02 23:01:58 main:581] : INFO : Epoch 1925 | loss: 0.0309588 | val_loss: 0.0313403 | Time: 2028.1 ms [2021-05-02 23:02:00 main:581] : INFO : Epoch 1926 | loss: 0.0309633 | val_loss: 0.031348 | Time: 1992.61 ms [2021-05-02 23:02:02 main:581] : INFO : Epoch 1927 | loss: 0.0309633 | val_loss: 0.031333 | Time: 2009.51 ms [2021-05-02 23:02:04 main:581] : INFO : Epoch 1928 | loss: 0.0309616 | val_loss: 0.0313347 | Time: 2076.73 ms [2021-05-02 23:02:06 main:581] : INFO : Epoch 1929 | loss: 0.0309613 | val_loss: 0.0313411 | Time: 2051.93 ms [2021-05-02 23:02:08 main:581] : INFO : Epoch 1930 | loss: 0.0309652 | val_loss: 0.0313105 | Time: 2040.7 ms [2021-05-02 23:02:11 main:581] : INFO : Epoch 1931 | loss: 0.0309685 | val_loss: 0.0313847 | Time: 2025.57 ms [2021-05-02 23:02:12 main:581] : INFO : Epoch 1932 | loss: 0.0309672 | val_loss: 0.0313332 | Time: 1987.92 ms [2021-05-02 23:02:15 main:581] : INFO : Epoch 1933 | loss: 0.030957 | val_loss: 0.0313338 | Time: 2050.44 ms [2021-05-02 23:02:17 main:581] : INFO : Epoch 1934 | loss: 0.0309578 | val_loss: 0.0313212 | Time: 2046.42 ms [2021-05-02 23:02:19 main:581] : INFO : Epoch 1935 | loss: 0.0309652 | val_loss: 0.0313629 | Time: 2034.09 ms [2021-05-02 23:02:21 main:581] : INFO : Epoch 1936 | loss: 0.0309632 | val_loss: 0.0313326 | Time: 1992.46 ms [2021-05-02 23:02:23 main:581] : INFO : Epoch 1937 | loss: 0.0309766 | val_loss: 0.0313529 | Time: 1924.77 ms [2021-05-02 23:02:25 main:581] : INFO : Epoch 1938 | loss: 0.0309777 | val_loss: 0.0313382 | Time: 2010.91 ms [2021-05-02 23:02:27 main:581] : INFO : Epoch 1939 | loss: 0.0309672 | val_loss: 0.0313074 | Time: 1999.09 ms [2021-05-02 23:02:29 main:581] : INFO : Epoch 1940 | loss: 0.0309807 | val_loss: 0.0313412 | Time: 1999.3 ms [2021-05-02 23:02:31 main:581] : INFO : Epoch 1941 | loss: 0.0309692 | val_loss: 0.0313383 | Time: 2064.27 ms [2021-05-02 23:02:33 main:581] : INFO : Epoch 1942 | loss: 0.0309749 | val_loss: 0.03137 | Time: 2195.21 ms [2021-05-02 23:02:35 main:581] : INFO : Epoch 1943 | loss: 0.0309673 | val_loss: 0.0313452 | Time: 2127.6 ms [2021-05-02 23:02:37 main:581] : INFO : Epoch 1944 | loss: 0.0309699 | val_loss: 0.0313134 | Time: 2084.45 ms [2021-05-02 23:02:39 main:581] : INFO : Epoch 1945 | loss: 0.0309698 | val_loss: 0.0313694 | Time: 1841.04 ms [2021-05-02 23:02:41 main:581] : INFO : Epoch 1946 | loss: 0.0309636 | val_loss: 0.031357 | Time: 2069.71 ms [2021-05-02 23:02:43 main:581] : INFO : Epoch 1947 | loss: 0.03097 | val_loss: 0.0313653 | Time: 2058.72 ms [2021-05-02 23:02:45 main:581] : INFO : Epoch 1948 | loss: 0.0309649 | val_loss: 0.0313347 | Time: 1980.01 ms [2021-05-02 23:02:47 main:581] : INFO : Epoch 1949 | loss: 0.030959 | val_loss: 0.0313313 | Time: 2010.13 ms [2021-05-02 23:02:49 main:581] : INFO : Epoch 1950 | loss: 0.030968 | val_loss: 0.0313434 | Time: 2054.5 ms [2021-05-02 23:02:51 main:581] : INFO : Epoch 1951 | loss: 0.0309679 | val_loss: 0.0313477 | Time: 2047.76 ms [2021-05-02 23:02:53 main:581] : INFO : Epoch 1952 | loss: 0.0309635 | val_loss: 0.0313638 | Time: 2054.21 ms [2021-05-02 23:02:55 main:581] : INFO : Epoch 1953 | loss: 0.0309681 | val_loss: 0.0313287 | Time: 2101.65 ms [2021-05-02 23:02:57 main:581] : INFO : Epoch 1954 | loss: 0.0309654 | val_loss: 0.031347 | Time: 1985.92 ms [2021-05-02 23:02:59 main:581] : INFO : Epoch 1955 | loss: 0.030973 | val_loss: 0.0313221 | Time: 1841.31 ms [2021-05-02 23:03:01 main:581] : INFO : Epoch 1956 | loss: 0.0309751 | val_loss: 0.0313363 | Time: 2024.38 ms [2021-05-02 23:03:03 main:581] : INFO : Epoch 1957 | loss: 0.0309763 | val_loss: 0.0313487 | Time: 1995.86 ms [2021-05-02 23:03:05 main:581] : INFO : Epoch 1958 | loss: 0.0309693 | val_loss: 0.0313472 | Time: 2028.04 ms [2021-05-02 23:03:07 main:581] : INFO : Epoch 1959 | loss: 0.0309729 | val_loss: 0.0313296 | Time: 2009.07 ms [2021-05-02 23:03:09 main:581] : INFO : Epoch 1960 | loss: 0.0309679 | val_loss: 0.0313631 | Time: 1893.5 ms [2021-05-02 23:03:11 main:581] : INFO : Epoch 1961 | loss: 0.0309677 | val_loss: 0.0313209 | Time: 1993.55 ms [2021-05-02 23:03:13 main:581] : INFO : Epoch 1962 | loss: 0.0309635 | val_loss: 0.0313716 | Time: 2054.47 ms [2021-05-02 23:03:15 main:581] : INFO : Epoch 1963 | loss: 0.0309718 | val_loss: 0.0313175 | Time: 2109.61 ms [2021-05-02 23:03:17 main:581] : INFO : Epoch 1964 | loss: 0.0309775 | val_loss: 0.0313197 | Time: 2074.74 ms [2021-05-02 23:03:19 main:581] : INFO : Epoch 1965 | loss: 0.0309759 | val_loss: 0.0313317 | Time: 1914.16 ms [2021-05-02 23:03:21 main:581] : INFO : Epoch 1966 | loss: 0.0309721 | val_loss: 0.0313675 | Time: 2021.11 ms [2021-05-02 23:03:23 main:581] : INFO : Epoch 1967 | loss: 0.0309723 | val_loss: 0.0313361 | Time: 2017.97 ms [2021-05-02 23:03:25 main:581] : INFO : Epoch 1968 | loss: 0.0309813 | val_loss: 0.0313475 | Time: 1954.51 ms [2021-05-02 23:03:27 main:581] : INFO : Epoch 1969 | loss: 0.0309703 | val_loss: 0.0313529 | Time: 1997.21 ms [2021-05-02 23:03:29 main:581] : INFO : Epoch 1970 | loss: 0.0309753 | val_loss: 0.0312972 | Time: 2050.29 ms [2021-05-02 23:03:31 main:581] : INFO : Epoch 1971 | loss: 0.0309765 | val_loss: 0.0313654 | Time: 2118.85 ms [2021-05-02 23:03:33 main:581] : INFO : Epoch 1972 | loss: 0.0309715 | val_loss: 0.0313247 | Time: 2052.48 ms [2021-05-02 23:03:35 main:581] : INFO : Epoch 1973 | loss: 0.0309697 | val_loss: 0.0313235 | Time: 1951.88 ms [2021-05-02 23:03:37 main:581] : INFO : Epoch 1974 | loss: 0.0309717 | val_loss: 0.0313415 | Time: 2035.75 ms [2021-05-02 23:03:39 main:581] : INFO : Epoch 1975 | loss: 0.0309635 | val_loss: 0.0313271 | Time: 2071.86 ms [2021-05-02 23:03:41 main:581] : INFO : Epoch 1976 | loss: 0.0309832 | val_loss: 0.0312968 | Time: 2053.16 ms [2021-05-02 23:03:44 main:581] : INFO : Epoch 1977 | loss: 0.0309747 | val_loss: 0.0313812 | Time: 2101.97 ms [2021-05-02 23:03:46 main:581] : INFO : Epoch 1978 | loss: 0.0309765 | val_loss: 0.0313682 | Time: 1936.34 ms [2021-05-02 23:03:48 main:581] : INFO : Epoch 1979 | loss: 0.0309671 | val_loss: 0.0313216 | Time: 2023.17 ms [2021-05-02 23:03:50 main:581] : INFO : Epoch 1980 | loss: 0.0309626 | val_loss: 0.0313407 | Time: 2044.15 ms [2021-05-02 23:03:52 main:581] : INFO : Epoch 1981 | loss: 0.030961 | val_loss: 0.0313127 | Time: 2072.82 ms [2021-05-02 23:03:54 main:581] : INFO : Epoch 1982 | loss: 0.0309605 | val_loss: 0.0313569 | Time: 2048.23 ms [2021-05-02 23:03:56 main:581] : INFO : Epoch 1983 | loss: 0.0309647 | val_loss: 0.0313436 | Time: 2053.36 ms [2021-05-02 23:03:58 main:581] : INFO : Epoch 1984 | loss: 0.030965 | val_loss: 0.0313302 | Time: 1990.07 ms [2021-05-02 23:04:00 main:581] : INFO : Epoch 1985 | loss: 0.0309647 | val_loss: 0.0313678 | Time: 2009.34 ms [2021-05-02 23:04:02 main:581] : INFO : Epoch 1986 | loss: 0.0309578 | val_loss: 0.0313371 | Time: 1972.91 ms [2021-05-02 23:04:04 main:581] : INFO : Epoch 1987 | loss: 0.0309634 | val_loss: 0.0313544 | Time: 2071.61 ms [2021-05-02 23:04:06 main:581] : INFO : Epoch 1988 | loss: 0.0309622 | val_loss: 0.0313255 | Time: 2033.35 ms [2021-05-02 23:04:08 main:581] : INFO : Epoch 1989 | loss: 0.0309665 | val_loss: 0.0313659 | Time: 2039.59 ms [2021-05-02 23:04:10 main:581] : INFO : Epoch 1990 | loss: 0.0309617 | val_loss: 0.0313153 | Time: 2067.49 ms [2021-05-02 23:04:12 main:581] : INFO : Epoch 1991 | loss: 0.0309678 | val_loss: 0.0313525 | Time: 2066.67 ms [2021-05-02 23:04:14 main:581] : INFO : Epoch 1992 | loss: 0.0309605 | val_loss: 0.031341 | Time: 2060.21 ms [2021-05-02 23:04:16 main:581] : INFO : Epoch 1993 | loss: 0.0309628 | val_loss: 0.0313322 | Time: 2083.93 ms [2021-05-02 23:04:18 main:581] : INFO : Epoch 1994 | loss: 0.0309692 | val_loss: 0.031368 | Time: 2029.82 ms [2021-05-02 23:04:20 main:581] : INFO : Epoch 1995 | loss: 0.0309737 | val_loss: 0.0313259 | Time: 1995.95 ms [2021-05-02 23:04:22 main:581] : INFO : Epoch 1996 | loss: 0.0309662 | val_loss: 0.0313883 | Time: 2047.71 ms [2021-05-02 23:04:24 main:581] : INFO : Epoch 1997 | loss: 0.0309794 | val_loss: 0.0312784 | Time: 2057.81 ms [2021-05-02 23:04:26 main:581] : INFO : Epoch 1998 | loss: 0.030979 | val_loss: 0.031338 | Time: 2026.69 ms [2021-05-02 23:04:28 main:581] : INFO : Epoch 1999 | loss: 0.0309688 | val_loss: 0.0313259 | Time: 2049.26 ms [2021-05-02 23:04:30 main:581] : INFO : Epoch 2000 | loss: 0.030969 | val_loss: 0.0313802 | Time: 2063.26 ms [2021-05-02 23:04:32 main:581] : INFO : Epoch 2001 | loss: 0.03096 | val_loss: 0.0313612 | Time: 2014.51 ms [2021-05-02 23:04:35 main:581] : INFO : Epoch 2002 | loss: 0.0309576 | val_loss: 0.0313515 | Time: 2061.65 ms [2021-05-02 23:04:37 main:581] : INFO : Epoch 2003 | loss: 0.0309646 | val_loss: 0.0313269 | Time: 2044.02 ms [2021-05-02 23:04:39 main:581] : INFO : Epoch 2004 | loss: 0.0309651 | val_loss: 0.0313531 | Time: 2046.58 ms [2021-05-02 23:04:41 main:581] : INFO : Epoch 2005 | loss: 0.0309573 | val_loss: 0.0313751 | Time: 1996.87 ms [2021-05-02 23:04:43 main:581] : INFO : Epoch 2006 | loss: 0.0309547 | val_loss: 0.0313562 | Time: 2041.29 ms [2021-05-02 23:04:45 main:581] : INFO : Epoch 2007 | loss: 0.0309686 | val_loss: 0.0313613 | Time: 1987.53 ms [2021-05-02 23:04:47 main:581] : INFO : Epoch 2008 | loss: 0.0309659 | val_loss: 0.0313475 | Time: 2110.46 ms [2021-05-02 23:04:49 main:581] : INFO : Epoch 2009 | loss: 0.0309657 | val_loss: 0.0313056 | Time: 1929.31 ms [2021-05-02 23:04:51 main:581] : INFO : Epoch 2010 | loss: 0.0309649 | val_loss: 0.0313474 | Time: 2042.52 ms [2021-05-02 23:04:53 main:581] : INFO : Epoch 2011 | loss: 0.0309708 | val_loss: 0.0313314 | Time: 2027.88 ms [2021-05-02 23:04:55 main:581] : INFO : Epoch 2012 | loss: 0.0309702 | val_loss: 0.0313449 | Time: 2055.23 ms [2021-05-02 23:04:57 main:581] : INFO : Epoch 2013 | loss: 0.0309712 | val_loss: 0.0313409 | Time: 2081.02 ms [2021-05-02 23:04:59 main:581] : INFO : Epoch 2014 | loss: 0.0309685 | val_loss: 0.0313566 | Time: 1987.54 ms [2021-05-02 23:05:01 main:581] : INFO : Epoch 2015 | loss: 0.0309673 | val_loss: 0.0313597 | Time: 2039.52 ms [2021-05-02 23:05:03 main:581] : INFO : Epoch 2016 | loss: 0.0309594 | val_loss: 0.0313516 | Time: 2057.56 ms [2021-05-02 23:05:05 main:581] : INFO : Epoch 2017 | loss: 0.0309637 | val_loss: 0.031331 | Time: 2017.19 ms [2021-05-02 23:05:07 main:581] : INFO : Epoch 2018 | loss: 0.0309672 | val_loss: 0.0313683 | Time: 2080.5 ms [2021-05-02 23:05:09 main:581] : INFO : Epoch 2019 | loss: 0.030966 | val_loss: 0.0313294 | Time: 2030.22 ms [2021-05-02 23:05:11 main:581] : INFO : Epoch 2020 | loss: 0.0309623 | val_loss: 0.0313449 | Time: 2046.3 ms [2021-05-02 23:05:13 main:581] : INFO : Epoch 2021 | loss: 0.0309609 | val_loss: 0.0313789 | Time: 2081.13 ms [2021-05-02 23:05:15 main:581] : INFO : Epoch 2022 | loss: 0.0309654 | val_loss: 0.031318 | Time: 2055.27 ms [2021-05-02 23:05:17 main:581] : INFO : Epoch 2023 | loss: 0.0309807 | val_loss: 0.0313356 | Time: 2035.8 ms [2021-05-02 23:05:19 main:581] : INFO : Epoch 2024 | loss: 0.0309734 | val_loss: 0.0313526 | Time: 2048 ms [2021-05-02 23:05:21 main:581] : INFO : Epoch 2025 | loss: 0.0309655 | val_loss: 0.0313265 | Time: 2030.55 ms [2021-05-02 23:05:23 main:581] : INFO : Epoch 2026 | loss: 0.0309644 | val_loss: 0.0313338 | Time: 2068.82 ms [2021-05-02 23:05:26 main:581] : INFO : Epoch 2027 | loss: 0.0309662 | val_loss: 0.0313545 | Time: 2030.59 ms [2021-05-02 23:05:28 main:581] : INFO : Epoch 2028 | loss: 0.0309633 | val_loss: 0.0313447 | Time: 2033.98 ms [2021-05-02 23:05:30 main:581] : INFO : Epoch 2029 | loss: 0.0309636 | val_loss: 0.031354 | Time: 2087.02 ms [2021-05-02 23:05:32 main:581] : INFO : Epoch 2030 | loss: 0.030967 | val_loss: 0.03132 | Time: 2068.19 ms [2021-05-02 23:05:34 main:581] : INFO : Epoch 2031 | loss: 0.0309681 | val_loss: 0.0313444 | Time: 2046.41 ms [2021-05-02 23:05:36 main:581] : INFO : Epoch 2032 | loss: 0.030968 | val_loss: 0.0313177 | Time: 2056.09 ms [2021-05-02 23:05:38 main:581] : INFO : Epoch 2033 | loss: 0.0309649 | val_loss: 0.0313821 | Time: 2075.03 ms [2021-05-02 23:05:40 main:581] : INFO : Epoch 2034 | loss: 0.0309592 | val_loss: 0.0313217 | Time: 2072.33 ms [2021-05-02 23:05:42 main:581] : INFO : Epoch 2035 | loss: 0.0309632 | val_loss: 0.0313465 | Time: 2069.55 ms [2021-05-02 23:05:44 main:581] : INFO : Epoch 2036 | loss: 0.0309646 | val_loss: 0.0313642 | Time: 2047.21 ms [2021-05-02 23:05:46 main:581] : INFO : Epoch 2037 | loss: 0.0309617 | val_loss: 0.0313907 | Time: 1985.97 ms [2021-05-02 23:05:48 main:581] : INFO : Epoch 2038 | loss: 0.0309704 | val_loss: 0.0313028 | Time: 1988.45 ms [2021-05-02 23:05:50 main:581] : INFO : Epoch 2039 | loss: 0.0309734 | val_loss: 0.0313752 | Time: 2104.17 ms [2021-05-02 23:05:52 main:581] : INFO : Epoch 2040 | loss: 0.0309607 | val_loss: 0.031353 | Time: 2144.04 ms [2021-05-02 23:05:54 main:581] : INFO : Epoch 2041 | loss: 0.030967 | val_loss: 0.031325 | Time: 2014.31 ms [2021-05-02 23:05:56 main:581] : INFO : Epoch 2042 | loss: 0.0309635 | val_loss: 0.0313863 | Time: 2052.8 ms [2021-05-02 23:05:58 main:581] : INFO : Epoch 2043 | loss: 0.0309591 | val_loss: 0.0313208 | Time: 2032.15 ms [2021-05-02 23:06:00 main:581] : INFO : Epoch 2044 | loss: 0.0309644 | val_loss: 0.0313342 | Time: 2017.85 ms [2021-05-02 23:06:02 main:581] : INFO : Epoch 2045 | loss: 0.0309683 | val_loss: 0.0313656 | Time: 2018.88 ms [2021-05-02 23:06:04 main:581] : INFO : Epoch 2046 | loss: 0.0309585 | val_loss: 0.0313143 | Time: 2047.5 ms [2021-05-02 23:06:06 main:581] : INFO : Epoch 2047 | loss: 0.0309712 | val_loss: 0.031317 | Time: 1987.95 ms [2021-05-02 23:06:09 main:581] : INFO : Epoch 2048 | loss: 0.0309671 | val_loss: 0.0313434 | Time: 2068.83 ms [2021-05-02 23:06:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313434 [2021-05-02 23:06:09 main:610] : INFO : Saving end state to config to file [2021-05-02 23:06:09 main:615] : INFO : Success, exiting.. 23:06:09 (842375): 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)