Task 5634200
| Name | ParityMachine-1625097732-30332-0_1 |
| Workunit | 3395341 |
| Created | 5 Jul 2021, 1:45:23 UTC |
| Sent | 5 Jul 2021, 1:56:57 UTC |
| Report deadline | 13 Jul 2021, 1:56:57 UTC |
| Received | 5 Jul 2021, 15:26:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 12 min 54 sec |
| CPU time | 1 hours 12 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 7-05 17:08:43 main:574] : INFO : Epoch 1542 | loss: 0.0309514 | val_loss: 0.0313297 | Time: 2130.37 ms [2021-07-05 17:08:45 main:574] : INFO : Epoch 1543 | loss: 0.0309618 | val_loss: 0.0312876 | Time: 2127.2 ms [2021-07-05 17:08:48 main:574] : INFO : Epoch 1544 | loss: 0.0309768 | val_loss: 0.0313404 | Time: 2110.09 ms [2021-07-05 17:08:50 main:574] : INFO : Epoch 1545 | loss: 0.03097 | val_loss: 0.0313071 | Time: 2115.36 ms [2021-07-05 17:08:52 main:574] : INFO : Epoch 1546 | loss: 0.0309677 | val_loss: 0.031395 | Time: 2143.63 ms [2021-07-05 17:08:54 main:574] : INFO : Epoch 1547 | loss: 0.0309676 | val_loss: 0.031336 | Time: 2112.02 ms [2021-07-05 17:08:56 main:574] : INFO : Epoch 1548 | loss: 0.0309544 | val_loss: 0.031377 | Time: 2120.33 ms [2021-07-05 17:08:58 main:574] : INFO : Epoch 1549 | loss: 0.030957 | val_loss: 0.031337 | Time: 2136.7 ms [2021-07-05 17:09:00 main:574] : INFO : Epoch 1550 | loss: 0.0309642 | val_loss: 0.0313472 | Time: 2127.51 ms [2021-07-05 17:09:02 main:574] : INFO : Epoch 1551 | loss: 0.0309711 | val_loss: 0.0313809 | Time: 2091.98 ms [2021-07-05 17:09:05 main:574] : INFO : Epoch 1552 | loss: 0.0309573 | val_loss: 0.0313425 | Time: 2094.71 ms [2021-07-05 17:09:07 main:574] : INFO : Epoch 1553 | loss: 0.0309595 | val_loss: 0.0313232 | Time: 2119.64 ms [2021-07-05 17:09:09 main:574] : INFO : Epoch 1554 | loss: 0.0309712 | val_loss: 0.0313701 | Time: 2121.08 ms [2021-07-05 17:09:11 main:574] : INFO : Epoch 1555 | loss: 0.0309698 | val_loss: 0.0313153 | Time: 2112.73 ms [2021-07-05 17:09:13 main:574] : INFO : Epoch 1556 | loss: 0.0309668 | val_loss: 0.0313342 | Time: 2139.07 ms [2021-07-05 17:09:15 main:574] : INFO : Epoch 1557 | loss: 0.0309759 | val_loss: 0.0313447 | Time: 2128.15 ms [2021-07-05 17:09:17 main:574] : INFO : Epoch 1558 | loss: 0.0309639 | val_loss: 0.0313487 | Time: 2119.01 ms [2021-07-05 17:09:19 main:574] : INFO : Epoch 1559 | loss: 0.0309645 | val_loss: 0.0313429 | Time: 2145.57 ms [2021-07-05 17:09:22 main:574] : INFO : Epoch 1560 | loss: 0.030964 | val_loss: 0.0313091 | Time: 2146.27 ms [2021-07-05 17:09:24 main:574] : INFO : Epoch 1561 | loss: 0.0309637 | val_loss: 0.0313719 | Time: 2137.91 ms [2021-07-05 17:09:26 main:574] : INFO : Epoch 1562 | loss: 0.0309717 | val_loss: 0.0313539 | Time: 2154.71 ms [2021-07-05 17:09:28 main:574] : INFO : Epoch 1563 | loss: 0.0309679 | val_loss: 0.0313083 | Time: 2133.45 ms [2021-07-05 17:09:30 main:574] : INFO : Epoch 1564 | loss: 0.0309806 | val_loss: 0.0313613 | Time: 2164.63 ms [2021-07-05 17:09:32 main:574] : INFO : Epoch 1565 | loss: 0.0309633 | val_loss: 0.0313318 | Time: 2133.07 ms [2021-07-05 17:09:34 main:574] : INFO : Epoch 1566 | loss: 0.0309772 | val_loss: 0.0313255 | Time: 2139.64 ms [2021-07-05 17:09:37 main:574] : INFO : Epoch 1567 | loss: 0.0309861 | val_loss: 0.0313363 | Time: 2100.12 ms [2021-07-05 17:09:39 main:574] : INFO : Epoch 1568 | loss: 0.0309716 | val_loss: 0.0313164 | Time: 2116.48 ms [2021-07-05 17:09:41 main:574] : INFO : Epoch 1569 | loss: 0.0309583 | val_loss: 0.0312887 | Time: 2109.13 ms [2021-07-05 17:09:43 main:574] : INFO : Epoch 1570 | loss: 0.0309708 | val_loss: 0.0313735 | Time: 2136.38 ms [2021-07-05 17:09:45 main:574] : INFO : Epoch 1571 | loss: 0.030964 | val_loss: 0.0313173 | Time: 2141.35 ms [2021-07-05 17:09:47 main:574] : INFO : Epoch 1572 | loss: 0.0309607 | val_loss: 0.031343 | Time: 2118.05 ms [2021-07-05 17:09:49 main:574] : INFO : Epoch 1573 | loss: 0.0309626 | val_loss: 0.0313577 | Time: 2103.68 ms [2021-07-05 17:09:51 main:574] : INFO : Epoch 1574 | loss: 0.0309685 | val_loss: 0.0313227 | Time: 2122.81 ms [2021-07-05 17:09:54 main:574] : INFO : Epoch 1575 | loss: 0.0309625 | val_loss: 0.0314151 | Time: 2130.41 ms [2021-07-05 17:09:56 main:574] : INFO : Epoch 1576 | loss: 0.0309706 | val_loss: 0.0313553 | Time: 2075.2 ms [2021-07-05 17:09:58 main:574] : INFO : Epoch 1577 | loss: 0.0309618 | val_loss: 0.0313 | Time: 2148.38 ms [2021-07-05 17:10:00 main:574] : INFO : Epoch 1578 | loss: 0.0309655 | val_loss: 0.0313338 | Time: 2116.58 ms [2021-07-05 17:10:02 main:574] : INFO : Epoch 1579 | loss: 0.0309612 | val_loss: 0.0312963 | Time: 2126.44 ms [2021-07-05 17:10:04 main:574] : INFO : Epoch 1580 | loss: 0.0309676 | val_loss: 0.0313173 | Time: 2136.77 ms [2021-07-05 17:10:06 main:574] : INFO : Epoch 1581 | loss: 0.0309914 | val_loss: 0.0313275 | Time: 2116.31 ms [2021-07-05 17:10:08 main:574] : INFO : Epoch 1582 | loss: 0.0309755 | val_loss: 0.0313385 | Time: 2107.65 ms [2021-07-05 17:10:11 main:574] : INFO : Epoch 1583 | loss: 0.0309581 | val_loss: 0.0313375 | Time: 2109.29 ms [2021-07-05 17:10:13 main:574] : INFO : Epoch 1584 | loss: 0.0309475 | val_loss: 0.0313374 | Time: 2131.08 ms [2021-07-05 17:10:15 main:574] : INFO : Epoch 1585 | loss: 0.0309572 | val_loss: 0.0313275 | Time: 2134.71 ms [2021-07-05 17:10:17 main:574] : INFO : Epoch 1586 | loss: 0.0309626 | val_loss: 0.0313644 | Time: 2121.98 ms [2021-07-05 17:10:19 main:574] : INFO : Epoch 1587 | loss: 0.030962 | val_loss: 0.0313368 | Time: 2126.99 ms [2021-07-05 17:10:21 main:574] : INFO : Epoch 1588 | loss: 0.030963 | val_loss: 0.0313246 | Time: 2115.71 ms [2021-07-05 17:10:23 main:574] : INFO : Epoch 1589 | loss: 0.0309624 | val_loss: 0.0313624 | Time: 2159.89 ms [2021-07-05 17:10:26 main:574] : INFO : Epoch 1590 | loss: 0.0309786 | val_loss: 0.0312883 | Time: 2116.33 ms [2021-07-05 17:10:28 main:574] : INFO : Epoch 1591 | loss: 0.0309885 | val_loss: 0.0313275 | Time: 2106.47 ms [2021-07-05 17:10:30 main:574] : INFO : Epoch 1592 | loss: 0.0309686 | val_loss: 0.0313369 | Time: 2140.26 ms [2021-07-05 17:10:32 main:574] : INFO : Epoch 1593 | loss: 0.030969 | val_loss: 0.0313719 | Time: 2147.44 ms [2021-07-05 17:10:34 main:574] : INFO : Epoch 1594 | loss: 0.0309666 | val_loss: 0.0313386 | Time: 2162.53 ms [2021-07-05 17:10:36 main:574] : INFO : Epoch 1595 | loss: 0.0309678 | val_loss: 0.03133 | Time: 2123.54 ms [2021-07-05 17:10:38 main:574] : INFO : Epoch 1596 | loss: 0.0309576 | val_loss: 0.0313477 | Time: 2088.55 ms [2021-07-05 17:10:40 main:574] : INFO : Epoch 1597 | loss: 0.0309593 | val_loss: 0.0313483 | Time: 2133.97 ms [2021-07-05 17:10:43 main:574] : INFO : Epoch 1598 | loss: 0.0310091 | val_loss: 0.0313251 | Time: 2113.87 ms [2021-07-05 17:10:45 main:574] : INFO : Epoch 1599 | loss: 0.0309896 | val_loss: 0.0313061 | Time: 2134.22 ms [2021-07-05 17:10:47 main:574] : INFO : Epoch 1600 | loss: 0.030963 | val_loss: 0.0313409 | Time: 2111.17 ms [2021-07-05 17:10:49 main:574] : INFO : Epoch 1601 | loss: 0.030966 | val_loss: 0.0313445 | Time: 2130.1 ms [2021-07-05 17:10:51 main:574] : INFO : Epoch 1602 | loss: 0.0309601 | val_loss: 0.0313536 | Time: 2123.59 ms [2021-07-05 17:10:53 main:574] : INFO : Epoch 1603 | loss: 0.0309596 | val_loss: 0.0313484 | Time: 2117.07 ms [2021-07-05 17:10:55 main:574] : INFO : Epoch 1604 | loss: 0.0309597 | val_loss: 0.031343 | Time: 2134.5 ms [2021-07-05 17:10:57 main:574] : INFO : Epoch 1605 | loss: 0.03096 | val_loss: 0.0313393 | Time: 2128.84 ms [2021-07-05 17:11:00 main:574] : INFO : Epoch 1606 | loss: 0.0309582 | val_loss: 0.0313302 | Time: 2153.31 ms [2021-07-05 17:11:02 main:574] : INFO : Epoch 1607 | loss: 0.0309635 | val_loss: 0.031328 | Time: 2118.06 ms [2021-07-05 17:11:04 main:574] : INFO : Epoch 1608 | loss: 0.03095 | val_loss: 0.0313207 | Time: 2107.77 ms [2021-07-05 17:11:06 main:574] : INFO : Epoch 1609 | loss: 0.0309567 | val_loss: 0.0313677 | Time: 2092.62 ms [2021-07-05 17:11:08 main:574] : INFO : Epoch 1610 | loss: 0.0309734 | val_loss: 0.0313052 | Time: 2107.35 ms [2021-07-05 17:11:10 main:574] : INFO : Epoch 1611 | loss: 0.0309622 | val_loss: 0.0313872 | Time: 2109.45 ms [2021-07-05 17:11:12 main:574] : INFO : Epoch 1612 | loss: 0.0309611 | val_loss: 0.0313222 | Time: 2098.84 ms [2021-07-05 17:11:14 main:574] : INFO : Epoch 1613 | loss: 0.0309611 | val_loss: 0.0313213 | Time: 2143.97 ms [2021-07-05 17:11:17 main:574] : INFO : Epoch 1614 | loss: 0.0309806 | val_loss: 0.0313641 | Time: 2139.63 ms [2021-07-05 17:11:19 main:574] : INFO : Epoch 1615 | loss: 0.0309795 | val_loss: 0.0313175 | Time: 2117.99 ms [2021-07-05 17:11:21 main:574] : INFO : Epoch 1616 | loss: 0.0309792 | val_loss: 0.0313415 | Time: 2151.11 ms [2021-07-05 17:11:23 main:574] : INFO : Epoch 1617 | loss: 0.0309642 | val_loss: 0.0313383 | Time: 2117.24 ms [2021-07-05 17:11:25 main:574] : INFO : Epoch 1618 | loss: 0.0309532 | val_loss: 0.0313873 | Time: 2123.72 ms [2021-07-05 17:11:27 main:574] : INFO : Epoch 1619 | loss: 0.0309508 | val_loss: 0.0313286 | Time: 2133.17 ms [2021-07-05 17:11:29 main:574] : INFO : Epoch 1620 | loss: 0.0309575 | val_loss: 0.0313687 | Time: 2119.55 ms [2021-07-05 17:11:32 main:574] : INFO : Epoch 1621 | loss: 0.0309606 | val_loss: 0.0312975 | Time: 2114.16 ms [2021-07-05 17:11:34 main:574] : INFO : Epoch 1622 | loss: 0.0309525 | val_loss: 0.0313281 | Time: 2120.21 ms [2021-07-05 17:11:36 main:574] : INFO : Epoch 1623 | loss: 0.0309548 | val_loss: 0.0313462 | Time: 2120.61 ms [2021-07-05 17:11:38 main:574] : INFO : Epoch 1624 | loss: 0.0309557 | val_loss: 0.0313341 | Time: 2148.48 ms [2021-07-05 17:11:40 main:574] : INFO : Epoch 1625 | loss: 0.0309662 | val_loss: 0.0313939 | Time: 2096.25 ms [2021-07-05 17:11:42 main:574] : INFO : Epoch 1626 | loss: 0.0309685 | val_loss: 0.0313252 | Time: 2140.11 ms [2021-07-05 17:11:44 main:574] : INFO : Epoch 1627 | loss: 0.0309683 | val_loss: 0.031322 | Time: 2129.85 ms [2021-07-05 17:11:46 main:574] : INFO : Epoch 1628 | loss: 0.0309731 | val_loss: 0.0313184 | Time: 2143.81 ms [2021-07-05 17:11:49 main:574] : INFO : Epoch 1629 | loss: 0.0309542 | val_loss: 0.0313358 | Time: 2124.55 ms [2021-07-05 17:11:51 main:574] : INFO : Epoch 1630 | loss: 0.0309468 | val_loss: 0.0313355 | Time: 2134.83 ms [2021-07-05 17:11:53 main:574] : INFO : Epoch 1631 | loss: 0.0309605 | val_loss: 0.0313552 | Time: 2105.72 ms [2021-07-05 17:11:55 main:574] : INFO : Epoch 1632 | loss: 0.0309677 | val_loss: 0.0313033 | Time: 2113.88 ms [2021-07-05 17:11:57 main:574] : INFO : Epoch 1633 | loss: 0.0309813 | val_loss: 0.031332 | Time: 2120.61 ms [2021-07-05 17:11:59 main:574] : INFO : Epoch 1634 | loss: 0.0309588 | val_loss: 0.0313214 | Time: 2112.4 ms [2021-07-05 17:12:01 main:574] : INFO : Epoch 1635 | loss: 0.0309581 | val_loss: 0.0314104 | Time: 2144.53 ms [2021-07-05 17:12:03 main:574] : INFO : Epoch 1636 | loss: 0.0309624 | val_loss: 0.0313544 | Time: 2146.46 ms [2021-07-05 17:12:06 main:574] : INFO : Epoch 1637 | loss: 0.0309586 | val_loss: 0.0313424 | Time: 2141.24 ms [2021-07-05 17:12:08 main:574] : INFO : Epoch 1638 | loss: 0.0309649 | val_loss: 0.0313314 | Time: 2109.87 ms [2021-07-05 17:12:10 main:574] : INFO : Epoch 1639 | loss: 0.0309671 | val_loss: 0.0313361 | Time: 2124.65 ms [2021-07-05 17:12:12 main:574] : INFO : Epoch 1640 | loss: 0.0309649 | val_loss: 0.0314016 | Time: 2138.28 ms [2021-07-05 17:12:14 main:574] : INFO : Epoch 1641 | loss: 0.0309737 | val_loss: 0.0313194 | Time: 2154.1 ms [2021-07-05 17:12:16 main:574] : INFO : Epoch 1642 | loss: 0.0309567 | val_loss: 0.0313335 | Time: 2113.04 ms [2021-07-05 17:12:18 main:574] : INFO : Epoch 1643 | loss: 0.030961 | val_loss: 0.031367 | Time: 2142.44 ms [2021-07-05 17:12:21 main:574] : INFO : Epoch 1644 | loss: 0.0309708 | val_loss: 0.0312889 | Time: 2094.04 ms [2021-07-05 17:12:23 main:574] : INFO : Epoch 1645 | loss: 0.0309734 | val_loss: 0.0313648 | Time: 2119.31 ms [2021-07-05 17:12:25 main:574] : INFO : Epoch 1646 | loss: 0.0309748 | val_loss: 0.0313476 | Time: 2145.07 ms [2021-07-05 17:12:27 main:574] : INFO : Epoch 1647 | loss: 0.0309554 | val_loss: 0.0313351 | Time: 2113.03 ms [2021-07-05 17:12:29 main:574] : INFO : Epoch 1648 | loss: 0.0309486 | val_loss: 0.0313386 | Time: 2156.95 ms [2021-07-05 17:12:31 main:574] : INFO : Epoch 1649 | loss: 0.0309473 | val_loss: 0.0314086 | Time: 2124.9 ms [2021-07-05 17:12:33 main:574] : INFO : Epoch 1650 | loss: 0.030963 | val_loss: 0.0313647 | Time: 2127.17 ms [2021-07-05 17:12:35 main:574] : INFO : Epoch 1651 | loss: 0.0309588 | val_loss: 0.031347 | Time: 2139.42 ms [2021-07-05 17:12:38 main:574] : INFO : Epoch 1652 | loss: 0.030951 | val_loss: 0.0313525 | Time: 2124.2 ms [2021-07-05 17:12:40 main:574] : INFO : Epoch 1653 | loss: 0.0309472 | val_loss: 0.0313307 | Time: 2112.12 ms [2021-07-05 17:12:42 main:574] : INFO : Epoch 1654 | loss: 0.0309633 | val_loss: 0.0313434 | Time: 2120.63 ms [2021-07-05 17:12:44 main:574] : INFO : Epoch 1655 | loss: 0.0309667 | val_loss: 0.0313491 | Time: 2133.82 ms [2021-07-05 17:12:46 main:574] : INFO : Epoch 1656 | loss: 0.0309708 | val_loss: 0.0313143 | Time: 2146.57 ms [2021-07-05 17:12:48 main:574] : INFO : Epoch 1657 | loss: 0.0309704 | val_loss: 0.0313464 | Time: 2111 ms [2021-07-05 17:12:50 main:574] : INFO : Epoch 1658 | loss: 0.030972 | val_loss: 0.0313365 | Time: 2148.58 ms [2021-07-05 17:12:53 main:574] : INFO : Epoch 1659 | loss: 0.0309746 | val_loss: 0.0313325 | Time: 2125.04 ms [2021-07-05 17:12:55 main:574] : INFO : Epoch 1660 | loss: 0.0309587 | val_loss: 0.0313641 | Time: 2133.32 ms [2021-07-05 17:12:57 main:574] : INFO : Epoch 1661 | loss: 0.0309679 | val_loss: 0.0313512 | Time: 2114.55 ms [2021-07-05 17:12:59 main:574] : INFO : Epoch 1662 | loss: 0.0309711 | val_loss: 0.0313126 | Time: 2140.18 ms [2021-07-05 17:13:01 main:574] : INFO : Epoch 1663 | loss: 0.0309624 | val_loss: 0.031335 | Time: 2123.48 ms [2021-07-05 17:13:03 main:574] : INFO : Epoch 1664 | loss: 0.0309569 | val_loss: 0.0313405 | Time: 2114.88 ms [2021-07-05 17:13:05 main:574] : INFO : Epoch 1665 | loss: 0.0309741 | val_loss: 0.0313578 | Time: 2150.34 ms [2021-07-05 17:13:07 main:574] : INFO : Epoch 1666 | loss: 0.0309727 | val_loss: 0.0313977 | Time: 2125.69 ms [2021-07-05 17:13:10 main:574] : INFO : Epoch 1667 | loss: 0.0309657 | val_loss: 0.0313691 | Time: 2122.66 ms [2021-07-05 17:13:12 main:574] : INFO : Epoch 1668 | loss: 0.0309605 | val_loss: 0.0313469 | Time: 2147.92 ms [2021-07-05 17:13:14 main:574] : INFO : Epoch 1669 | loss: 0.0309643 | val_loss: 0.0313661 | Time: 2093.77 ms [2021-07-05 17:13:16 main:574] : INFO : Epoch 1670 | loss: 0.0309789 | val_loss: 0.0312851 | Time: 2109.07 ms [2021-07-05 17:13:18 main:574] : INFO : Epoch 1671 | loss: 0.0310047 | val_loss: 0.0313239 | Time: 2126.03 ms [2021-07-05 17:13:20 main:574] : INFO : Epoch 1672 | loss: 0.0309736 | val_loss: 0.0313636 | Time: 2125.3 ms [2021-07-05 17:13:22 main:574] : INFO : Epoch 1673 | loss: 0.0309608 | val_loss: 0.0313166 | Time: 2122.63 ms [2021-07-05 17:13:24 main:574] : INFO : Epoch 1674 | loss: 0.0309677 | val_loss: 0.0313499 | Time: 2127.32 ms [2021-07-05 17:13:27 main:574] : INFO : Epoch 1675 | loss: 0.0309652 | val_loss: 0.0313105 | Time: 2121.32 ms [2021-07-05 17:13:29 main:574] : INFO : Epoch 1676 | loss: 0.0309651 | val_loss: 0.0313751 | Time: 2107.02 ms [2021-07-05 17:13:31 main:574] : INFO : Epoch 1677 | loss: 0.0309524 | val_loss: 0.0313486 | Time: 2128.09 ms [2021-07-05 17:13:33 main:574] : INFO : Epoch 1678 | loss: 0.0309533 | val_loss: 0.0313441 | Time: 2108.93 ms [2021-07-05 17:13:35 main:574] : INFO : Epoch 1679 | loss: 0.0309579 | val_loss: 0.0313631 | Time: 2134.29 ms [2021-07-05 17:13:37 main:574] : INFO : Epoch 1680 | loss: 0.030955 | val_loss: 0.0313526 | Time: 2121.65 ms [2021-07-05 17:13:39 main:574] : INFO : Epoch 1681 | loss: 0.0309766 | val_loss: 0.0313304 | Time: 2092.34 ms [2021-07-05 17:13:41 main:574] : INFO : Epoch 1682 | loss: 0.0309898 | val_loss: 0.0313057 | Time: 2110.96 ms [2021-07-05 17:13:44 main:574] : INFO : Epoch 1683 | loss: 0.0309786 | val_loss: 0.0313158 | Time: 2119.25 ms [2021-07-05 17:13:46 main:574] : INFO : Epoch 1684 | loss: 0.0309671 | val_loss: 0.031352 | Time: 2148.54 ms [2021-07-05 17:13:48 main:574] : INFO : Epoch 1685 | loss: 0.0309709 | val_loss: 0.0313402 | Time: 2116.89 ms [2021-07-05 17:13:50 main:574] : INFO : Epoch 1686 | loss: 0.0309604 | val_loss: 0.0313496 | Time: 2181.4 ms [2021-07-05 17:13:52 main:574] : INFO : Epoch 1687 | loss: 0.030961 | val_loss: 0.0313573 | Time: 2136.59 ms [2021-07-05 17:13:54 main:574] : INFO : Epoch 1688 | loss: 0.0309601 | val_loss: 0.0313416 | Time: 2124.18 ms [2021-07-05 17:13:56 main:574] : INFO : Epoch 1689 | loss: 0.0309599 | val_loss: 0.0313929 | Time: 2155.37 ms [2021-07-05 17:13:59 main:574] : INFO : Epoch 1690 | loss: 0.0309646 | val_loss: 0.0313222 | Time: 2135 ms [2021-07-05 17:14:01 main:574] : INFO : Epoch 1691 | loss: 0.0309715 | val_loss: 0.0313446 | Time: 2109.08 ms [2021-07-05 17:14:03 main:574] : INFO : Epoch 1692 | loss: 0.030975 | val_loss: 0.0313658 | Time: 2126.93 ms [2021-07-05 17:14:05 main:574] : INFO : Epoch 1693 | loss: 0.0309619 | val_loss: 0.0313248 | Time: 2118.02 ms [2021-07-05 17:14:07 main:574] : INFO : Epoch 1694 | loss: 0.0309535 | val_loss: 0.031341 | Time: 2098.47 ms [2021-07-05 17:14:09 main:574] : INFO : Epoch 1695 | loss: 0.0309756 | val_loss: 0.0313121 | Time: 2135.88 ms [2021-07-05 17:14:11 main:574] : INFO : Epoch 1696 | loss: 0.030995 | val_loss: 0.0313557 | Time: 2077.77 ms [2021-07-05 17:14:13 main:574] : INFO : Epoch 1697 | loss: 0.0309706 | val_loss: 0.0313215 | Time: 2114.44 ms [2021-07-05 17:14:16 main:574] : INFO : Epoch 1698 | loss: 0.0309694 | val_loss: 0.0313419 | Time: 2127.8 ms [2021-07-05 17:14:18 main:574] : INFO : Epoch 1699 | loss: 0.0309598 | val_loss: 0.031346 | Time: 2130.13 ms [2021-07-05 17:14:20 main:574] : INFO : Epoch 1700 | loss: 0.03096 | val_loss: 0.0313207 | Time: 2108.88 ms [2021-07-05 17:14:22 main:574] : INFO : Epoch 1701 | loss: 0.0309586 | val_loss: 0.0313602 | Time: 2104.78 ms [2021-07-05 17:14:24 main:574] : INFO : Epoch 1702 | loss: 0.0309667 | val_loss: 0.031316 | Time: 2111.72 ms [2021-07-05 17:14:26 main:574] : INFO : Epoch 1703 | loss: 0.0309523 | val_loss: 0.031359 | Time: 2100.89 ms [2021-07-05 17:14:28 main:574] : INFO : Epoch 1704 | loss: 0.0309613 | val_loss: 0.031317 | Time: 2121.85 ms [2021-07-05 17:14:30 main:574] : INFO : Epoch 1705 | loss: 0.030969 | val_loss: 0.0313421 | Time: 2090.22 ms [2021-07-05 17:14:32 main:574] : INFO : Epoch 1706 | loss: 0.0309597 | val_loss: 0.0313788 | Time: 2115.21 ms [2021-07-05 17:14:35 main:574] : INFO : Epoch 1707 | loss: 0.030953 | val_loss: 0.0313543 | Time: 2102.87 ms [2021-07-05 17:14:37 main:574] : INFO : Epoch 1708 | loss: 0.0309514 | val_loss: 0.0313881 | Time: 2125.96 ms [2021-07-05 17:14:39 main:574] : INFO : Epoch 1709 | loss: 0.0309491 | val_loss: 0.0313703 | Time: 2123.51 ms [2021-07-05 17:14:41 main:574] : INFO : Epoch 1710 | loss: 0.030954 | val_loss: 0.0314076 | Time: 2124.87 ms [2021-07-05 17:14:43 main:574] : INFO : Epoch 1711 | loss: 0.0309529 | val_loss: 0.0313778 | Time: 2125.11 ms [2021-07-05 17:14:45 main:574] : INFO : Epoch 1712 | loss: 0.0309983 | val_loss: 0.0313237 | Time: 2136.81 ms [2021-07-05 17:14:47 main:574] : INFO : Epoch 1713 | loss: 0.0310104 | val_loss: 0.0313145 | Time: 2117.37 ms [2021-07-05 17:14:49 main:574] : INFO : Epoch 1714 | loss: 0.0309784 | val_loss: 0.0314059 | Time: 2104.04 ms [2021-07-05 17:14:52 main:574] : INFO : Epoch 1715 | loss: 0.0309552 | val_loss: 0.0313715 | Time: 2078.8 ms [2021-07-05 17:14:54 main:574] : INFO : Epoch 1716 | loss: 0.0309594 | val_loss: 0.0314262 | Time: 2112.75 ms [2021-07-05 17:14:56 main:574] : INFO : Epoch 1717 | loss: 0.0309678 | val_loss: 0.031307 | Time: 2131.91 ms [2021-07-05 17:14:58 main:574] : INFO : Epoch 1718 | loss: 0.030967 | val_loss: 0.0313854 | Time: 2102.38 ms [2021-07-05 17:15:00 main:574] : INFO : Epoch 1719 | loss: 0.0309752 | val_loss: 0.0313764 | Time: 2121.39 ms [2021-07-05 17:15:02 main:574] : INFO : Epoch 1720 | loss: 0.0309654 | val_loss: 0.0313314 | Time: 2105.49 ms [2021-07-05 17:15:04 main:574] : INFO : Epoch 1721 | loss: 0.0309612 | val_loss: 0.0313821 | Time: 2126.58 ms [2021-07-05 17:15:06 main:574] : INFO : Epoch 1722 | loss: 0.0309617 | val_loss: 0.0313459 | Time: 2091.35 ms [2021-07-05 17:15:09 main:574] : INFO : Epoch 1723 | loss: 0.0309651 | val_loss: 0.0313248 | Time: 2135.73 ms [2021-07-05 17:15:11 main:574] : INFO : Epoch 1724 | loss: 0.030962 | val_loss: 0.0313385 | Time: 2126.25 ms [2021-07-05 17:15:13 main:574] : INFO : Epoch 1725 | loss: 0.0309679 | val_loss: 0.031316 | Time: 2098.57 ms [2021-07-05 17:15:15 main:574] : INFO : Epoch 1726 | loss: 0.0309779 | val_loss: 0.0313533 | Time: 2134.21 ms [2021-07-05 17:15:17 main:574] : INFO : Epoch 1727 | loss: 0.030973 | val_loss: 0.0313696 | Time: 2112.55 ms [2021-07-05 17:15:19 main:574] : INFO : Epoch 1728 | loss: 0.0309664 | val_loss: 0.0312987 | Time: 2119.46 ms [2021-07-05 17:15:21 main:574] : INFO : Epoch 1729 | loss: 0.0309585 | val_loss: 0.0313583 | Time: 2123.42 ms [2021-07-05 17:15:23 main:574] : INFO : Epoch 1730 | loss: 0.0309525 | val_loss: 0.0313313 | Time: 2111.53 ms [2021-07-05 17:15:26 main:574] : INFO : Epoch 1731 | loss: 0.0309485 | val_loss: 0.0313897 | Time: 2130.8 ms [2021-07-05 17:15:28 main:574] : INFO : Epoch 1732 | loss: 0.0309593 | val_loss: 0.0313237 | Time: 2086.64 ms [2021-07-05 17:15:30 main:574] : INFO : Epoch 1733 | loss: 0.0309621 | val_loss: 0.0313707 | Time: 2116.42 ms [2021-07-05 17:15:32 main:574] : INFO : Epoch 1734 | loss: 0.0309724 | val_loss: 0.0313344 | Time: 2122.69 ms [2021-07-05 17:15:34 main:574] : INFO : Epoch 1735 | loss: 0.0309629 | val_loss: 0.0313649 | Time: 2114.35 ms [2021-07-05 17:15:36 main:574] : INFO : Epoch 1736 | loss: 0.0309549 | val_loss: 0.0313179 | Time: 2128.63 ms [2021-07-05 17:15:38 main:574] : INFO : Epoch 1737 | loss: 0.030968 | val_loss: 0.0313525 | Time: 2121.35 ms [2021-07-05 17:15:40 main:574] : INFO : Epoch 1738 | loss: 0.0309618 | val_loss: 0.0313433 | Time: 2116.03 ms [2021-07-05 17:15:42 main:574] : INFO : Epoch 1739 | loss: 0.0309505 | val_loss: 0.0313504 | Time: 2122.22 ms [2021-07-05 17:15:45 main:574] : INFO : Epoch 1740 | loss: 0.0309595 | val_loss: 0.0313724 | Time: 2124 ms [2021-07-05 17:15:47 main:574] : INFO : Epoch 1741 | loss: 0.0309574 | val_loss: 0.031315 | Time: 2115.1 ms [2021-07-05 17:15:49 main:574] : INFO : Epoch 1742 | loss: 0.0309522 | val_loss: 0.0313704 | Time: 2112.8 ms [2021-07-05 17:15:51 main:574] : INFO : Epoch 1743 | loss: 0.030958 | val_loss: 0.0312795 | Time: 2127.48 ms [2021-07-05 17:15:53 main:574] : INFO : Epoch 1744 | loss: 0.0309767 | val_loss: 0.0313686 | Time: 2128.74 ms [2021-07-05 17:15:55 main:574] : INFO : Epoch 1745 | loss: 0.030964 | val_loss: 0.0313615 | Time: 2114.63 ms [2021-07-05 17:15:57 main:574] : INFO : Epoch 1746 | loss: 0.030964 | val_loss: 0.0313234 | Time: 2140.71 ms [2021-07-05 17:15:59 main:574] : INFO : Epoch 1747 | loss: 0.0309728 | val_loss: 0.0313635 | Time: 2068.16 ms [2021-07-05 17:16:02 main:574] : INFO : Epoch 1748 | loss: 0.0309713 | val_loss: 0.0313331 | Time: 2118.48 ms [2021-07-05 17:16:04 main:574] : INFO : Epoch 1749 | loss: 0.0309681 | val_loss: 0.0313442 | Time: 2140.27 ms [2021-07-05 17:16:06 main:574] : INFO : Epoch 1750 | loss: 0.0309518 | val_loss: 0.0313596 | Time: 2114.68 ms [2021-07-05 17:16:08 main:574] : INFO : Epoch 1751 | loss: 0.0309941 | val_loss: 0.0313118 | Time: 2124.19 ms [2021-07-05 17:16:10 main:574] : INFO : Epoch 1752 | loss: 0.0309957 | val_loss: 0.0313004 | Time: 2131.68 ms [2021-07-05 17:16:12 main:574] : INFO : Epoch 1753 | loss: 0.0310508 | val_loss: 0.0312479 | Time: 2111.28 ms [2021-07-05 17:16:14 main:574] : INFO : Epoch 1754 | loss: 0.031031 | val_loss: 0.0312827 | Time: 2102.67 ms [2021-07-05 17:16:16 main:574] : INFO : Epoch 1755 | loss: 0.0309919 | val_loss: 0.0313406 | Time: 2128.64 ms [2021-07-05 17:16:19 main:574] : INFO : Epoch 1756 | loss: 0.0309694 | val_loss: 0.0313466 | Time: 2100.44 ms [2021-07-05 17:16:21 main:574] : INFO : Epoch 1757 | loss: 0.0309627 | val_loss: 0.031337 | Time: 2127.75 ms [2021-07-05 17:16:23 main:574] : INFO : Epoch 1758 | loss: 0.030961 | val_loss: 0.0313615 | Time: 2146.14 ms [2021-07-05 17:16:25 main:574] : INFO : Epoch 1759 | loss: 0.0309518 | val_loss: 0.0313595 | Time: 2106.39 ms [2021-07-05 17:16:27 main:574] : INFO : Epoch 1760 | loss: 0.0309502 | val_loss: 0.0313398 | Time: 2167.38 ms [2021-07-05 17:16:29 main:574] : INFO : Epoch 1761 | loss: 0.0309516 | val_loss: 0.0313643 | Time: 2115.15 ms [2021-07-05 17:16:31 main:574] : INFO : Epoch 1762 | loss: 0.0309548 | val_loss: 0.0313146 | Time: 2138.74 ms [2021-07-05 17:16:34 main:574] : INFO : Epoch 1763 | loss: 0.0309639 | val_loss: 0.0313794 | Time: 2127.79 ms [2021-07-05 17:16:36 main:574] : INFO : Epoch 1764 | loss: 0.0309563 | val_loss: 0.0313361 | Time: 2130.28 ms [2021-07-05 17:16:38 main:574] : INFO : Epoch 1765 | loss: 0.0309539 | val_loss: 0.0312887 | Time: 2118.5 ms [2021-07-05 17:16:40 main:574] : INFO : Epoch 1766 | loss: 0.0309626 | val_loss: 0.0313532 | Time: 2130.23 ms [2021-07-05 17:16:42 main:574] : INFO : Epoch 1767 | loss: 0.0309547 | val_loss: 0.0313051 | Time: 2098.56 ms [2021-07-05 17:16:44 main:574] : INFO : Epoch 1768 | loss: 0.0309655 | val_loss: 0.0313865 | Time: 2136.67 ms [2021-07-05 17:16:46 main:574] : INFO : Epoch 1769 | loss: 0.0309625 | val_loss: 0.0313229 | Time: 2126.28 ms [2021-07-05 17:16:48 main:574] : INFO : Epoch 1770 | loss: 0.0309603 | val_loss: 0.0313135 | Time: 2129.78 ms [2021-07-05 17:16:51 main:574] : INFO : Epoch 1771 | loss: 0.0309635 | val_loss: 0.0313204 | Time: 2106.58 ms [2021-07-05 17:16:53 main:574] : INFO : Epoch 1772 | loss: 0.0309701 | val_loss: 0.0313285 | Time: 2134.65 ms [2021-07-05 17:16:55 main:574] : INFO : Epoch 1773 | loss: 0.0309777 | val_loss: 0.0313815 | Time: 2120.81 ms [2021-07-05 17:16:57 main:574] : INFO : Epoch 1774 | loss: 0.0309737 | val_loss: 0.0313474 | Time: 2102.89 ms [2021-07-05 17:16:59 main:574] : INFO : Epoch 1775 | loss: 0.0309801 | val_loss: 0.0312883 | Time: 2140.1 ms [2021-07-05 17:17:01 main:574] : INFO : Epoch 1776 | loss: 0.0309737 | val_loss: 0.0313563 | Time: 2154.47 ms [2021-07-05 17:17:03 main:574] : INFO : Epoch 1777 | loss: 0.0309658 | val_loss: 0.0313147 | Time: 2124.01 ms [2021-07-05 17:17:05 main:574] : INFO : Epoch 1778 | loss: 0.0309591 | val_loss: 0.0313548 | Time: 2131.8 ms [2021-07-05 17:17:08 main:574] : INFO : Epoch 1779 | loss: 0.0309705 | val_loss: 0.0313697 | Time: 2103.23 ms [2021-07-05 17:17:10 main:574] : INFO : Epoch 1780 | loss: 0.0309617 | val_loss: 0.0313732 | Time: 2116.58 ms [2021-07-05 17:17:12 main:574] : INFO : Epoch 1781 | loss: 0.0309616 | val_loss: 0.0313034 | Time: 2102.75 ms [2021-07-05 17:17:14 main:574] : INFO : Epoch 1782 | loss: 0.0309689 | val_loss: 0.0313536 | Time: 2124.97 ms [2021-07-05 17:17:16 main:574] : INFO : Epoch 1783 | loss: 0.0309533 | val_loss: 0.0313557 | Time: 2107.26 ms [2021-07-05 17:17:18 main:574] : INFO : Epoch 1784 | loss: 0.0309782 | val_loss: 0.0313097 | Time: 2136.59 ms [2021-07-05 17:17:20 main:574] : INFO : Epoch 1785 | loss: 0.0309849 | val_loss: 0.0313161 | Time: 2115.25 ms [2021-07-05 17:17:22 main:574] : INFO : Epoch 1786 | loss: 0.030963 | val_loss: 0.0313666 | Time: 2133.8 ms [2021-07-05 17:17:25 main:574] : INFO : Epoch 1787 | loss: 0.0309495 | val_loss: 0.031386 | Time: 2118.04 ms [2021-07-05 17:17:27 main:574] : INFO : Epoch 1788 | loss: 0.030957 | val_loss: 0.0313248 | Time: 2136.59 ms [2021-07-05 17:17:29 main:574] : INFO : Epoch 1789 | loss: 0.0309552 | val_loss: 0.0313511 | Time: 2121.54 ms [2021-07-05 17:17:31 main:574] : INFO : Epoch 1790 | loss: 0.0309559 | val_loss: 0.0313507 | Time: 2132.08 ms [2021-07-05 17:17:33 main:574] : INFO : Epoch 1791 | loss: 0.0309623 | val_loss: 0.0313587 | Time: 2097.42 ms [2021-07-05 17:17:35 main:574] : INFO : Epoch 1792 | loss: 0.0309615 | val_loss: 0.0313464 | Time: 2109.72 ms [2021-07-05 17:17:37 main:574] : INFO : Epoch 1793 | loss: 0.0309556 | val_loss: 0.03135 | Time: 2115.02 ms [2021-07-05 17:17:39 main:574] : INFO : Epoch 1794 | loss: 0.0309577 | val_loss: 0.0313795 | Time: 2112.28 ms [2021-07-05 17:17:42 main:574] : INFO : Epoch 1795 | loss: 0.0309601 | val_loss: 0.0312874 | Time: 2140.78 ms [2021-07-05 17:17:44 main:574] : INFO : Epoch 1796 | loss: 0.0310256 | val_loss: 0.0312998 | Time: 2115.38 ms [2021-07-05 17:17:46 main:574] : INFO : Epoch 1797 | loss: 0.0310146 | val_loss: 0.0312759 | Time: 2147.3 ms [2021-07-05 17:17:48 main:574] : INFO : Epoch 1798 | loss: 0.0310096 | val_loss: 0.0312943 | Time: 2130.72 ms [2021-07-05 17:17:50 main:574] : INFO : Epoch 1799 | loss: 0.0309771 | val_loss: 0.031312 | Time: 2108.71 ms [2021-07-05 17:17:52 main:574] : INFO : Epoch 1800 | loss: 0.0309603 | val_loss: 0.0313474 | Time: 2170.62 ms [2021-07-05 17:17:54 main:574] : INFO : Epoch 1801 | loss: 0.0309579 | val_loss: 0.0313628 | Time: 2150.85 ms [2021-07-05 17:17:57 main:574] : INFO : Epoch 1802 | loss: 0.0309514 | val_loss: 0.0313746 | Time: 2115.28 ms [2021-07-05 17:17:59 main:574] : INFO : Epoch 1803 | loss: 0.0309651 | val_loss: 0.0313335 | Time: 2103.67 ms [2021-07-05 17:18:01 main:574] : INFO : Epoch 1804 | loss: 0.0309601 | val_loss: 0.0313447 | Time: 2126.27 ms [2021-07-05 17:18:03 main:574] : INFO : Epoch 1805 | loss: 0.0309462 | val_loss: 0.0313703 | Time: 2128.17 ms [2021-07-05 17:18:05 main:574] : INFO : Epoch 1806 | loss: 0.0309636 | val_loss: 0.0313176 | Time: 2130.35 ms [2021-07-05 17:18:07 main:574] : INFO : Epoch 1807 | loss: 0.0309698 | val_loss: 0.0314071 | Time: 2111.06 ms [2021-07-05 17:18:09 main:574] : INFO : Epoch 1808 | loss: 0.0309589 | val_loss: 0.0312938 | Time: 2135.56 ms [2021-07-05 17:18:11 main:574] : INFO : Epoch 1809 | loss: 0.0309815 | val_loss: 0.0313668 | Time: 2116.62 ms [2021-07-05 17:18:14 main:574] : INFO : Epoch 1810 | loss: 0.0309604 | val_loss: 0.0312996 | Time: 2143.44 ms [2021-07-05 17:18:16 main:574] : INFO : Epoch 1811 | loss: 0.0309669 | val_loss: 0.0313666 | Time: 2134.59 ms [2021-07-05 17:18:18 main:574] : INFO : Epoch 1812 | loss: 0.0309577 | val_loss: 0.0313253 | Time: 2104.74 ms [2021-07-05 17:18:20 main:574] : INFO : Epoch 1813 | loss: 0.0309674 | val_loss: 0.0313613 | Time: 2114.8 ms [2021-07-05 17:18:22 main:574] : INFO : Epoch 1814 | loss: 0.0309645 | val_loss: 0.0313377 | Time: 2134.38 ms [2021-07-05 17:18:24 main:574] : INFO : Epoch 1815 | loss: 0.0309583 | val_loss: 0.0314258 | Time: 2110.91 ms [2021-07-05 17:18:26 main:574] : INFO : Epoch 1816 | loss: 0.030975 | val_loss: 0.0312925 | Time: 2114.97 ms [2021-07-05 17:18:28 main:574] : INFO : Epoch 1817 | loss: 0.0309661 | val_loss: 0.0313756 | Time: 2116.05 ms [2021-07-05 17:18:31 main:574] : INFO : Epoch 1818 | loss: 0.0309592 | val_loss: 0.0313223 | Time: 2132.19 ms [2021-07-05 17:18:33 main:574] : INFO : Epoch 1819 | loss: 0.030961 | val_loss: 0.0313069 | Time: 2129.15 ms [2021-07-05 17:18:35 main:574] : INFO : Epoch 1820 | loss: 0.0310014 | val_loss: 0.0313024 | Time: 2110.48 ms [2021-07-05 17:18:37 main:574] : INFO : Epoch 1821 | loss: 0.030982 | val_loss: 0.0313591 | Time: 2152.7 ms [2021-07-05 17:18:39 main:574] : INFO : Epoch 1822 | loss: 0.0309794 | val_loss: 0.0314328 | Time: 2133.55 ms [2021-07-05 17:18:41 main:574] : INFO : Epoch 1823 | loss: 0.0315434 | val_loss: 0.0316663 | Time: 2108.69 ms [2021-07-05 17:18:43 main:574] : INFO : Epoch 1824 | loss: 0.0320859 | val_loss: 0.0315948 | Time: 2132.85 ms [2021-07-05 17:18:46 main:574] : INFO : Epoch 1825 | loss: 0.0313316 | val_loss: 0.0312347 | Time: 2114.37 ms [2021-07-05 17:18:48 main:574] : INFO : Epoch 1826 | loss: 0.0312025 | val_loss: 0.0311896 | Time: 2118.95 ms [2021-07-05 17:18:50 main:574] : INFO : Epoch 1827 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 2102.15 ms [2021-07-05 17:18:52 main:574] : INFO : Epoch 1828 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 2108.6 ms [2021-07-05 17:18:54 main:574] : INFO : Epoch 1829 | loss: 0.0311553 | val_loss: 0.0311709 | Time: 2103.81 ms [2021-07-05 17:18:56 main:574] : INFO : Epoch 1830 | loss: 0.0311511 | val_loss: 0.0311734 | Time: 2124.47 ms [2021-07-05 17:18:58 main:574] : INFO : Epoch 1831 | loss: 0.0311478 | val_loss: 0.0311734 | Time: 2145.75 ms [2021-07-05 17:19:00 main:574] : INFO : Epoch 1832 | loss: 0.0311471 | val_loss: 0.031175 | Time: 2114.37 ms [2021-07-05 17:19:02 main:574] : INFO : Epoch 1833 | loss: 0.031145 | val_loss: 0.0311774 | Time: 2128.7 ms [2021-07-05 17:19:05 main:574] : INFO : Epoch 1834 | loss: 0.0311396 | val_loss: 0.0311896 | Time: 2167.27 ms [2021-07-05 17:19:07 main:574] : INFO : Epoch 1835 | loss: 0.0311322 | val_loss: 0.0311897 | Time: 2113.77 ms [2021-07-05 17:19:09 main:574] : INFO : Epoch 1836 | loss: 0.0311265 | val_loss: 0.0311937 | Time: 2121.77 ms [2021-07-05 17:19:11 main:574] : INFO : Epoch 1837 | loss: 0.031125 | val_loss: 0.0311992 | Time: 2111.16 ms [2021-07-05 17:19:13 main:574] : INFO : Epoch 1838 | loss: 0.0311147 | val_loss: 0.0312075 | Time: 2116.53 ms [2021-07-05 17:19:15 main:574] : INFO : Epoch 1839 | loss: 0.0311045 | val_loss: 0.031216 | Time: 2129.62 ms [2021-07-05 17:19:17 main:574] : INFO : Epoch 1840 | loss: 0.0310959 | val_loss: 0.0312268 | Time: 2129.42 ms [2021-07-05 17:19:20 main:574] : INFO : Epoch 1841 | loss: 0.0310879 | val_loss: 0.031235 | Time: 2145.2 ms [2021-07-05 17:19:22 main:574] : INFO : Epoch 1842 | loss: 0.0310761 | val_loss: 0.0312471 | Time: 2083.02 ms [2021-07-05 17:19:24 main:574] : INFO : Epoch 1843 | loss: 0.0310706 | val_loss: 0.0312527 | Time: 2116.82 ms [2021-07-05 17:19:26 main:574] : INFO : Epoch 1844 | loss: 0.0310623 | val_loss: 0.0312619 | Time: 2139.34 ms [2021-07-05 17:19:28 main:574] : INFO : Epoch 1845 | loss: 0.0310528 | val_loss: 0.0312679 | Time: 2154.46 ms [2021-07-05 17:19:30 main:574] : INFO : Epoch 1846 | loss: 0.0310452 | val_loss: 0.0312708 | Time: 2136.66 ms [2021-07-05 17:19:32 main:574] : INFO : Epoch 1847 | loss: 0.0310379 | val_loss: 0.0312699 | Time: 2125.54 ms [2021-07-05 17:19:34 main:574] : INFO : Epoch 1848 | loss: 0.0310331 | val_loss: 0.0312621 | Time: 2112.74 ms [2021-07-05 17:19:37 main:574] : INFO : Epoch 1849 | loss: 0.0310315 | val_loss: 0.0312861 | Time: 2128.53 ms [2021-07-05 17:19:39 main:574] : INFO : Epoch 1850 | loss: 0.0310265 | val_loss: 0.0312949 | Time: 2114.15 ms [2021-07-05 17:19:41 main:574] : INFO : Epoch 1851 | loss: 0.0310193 | val_loss: 0.0312674 | Time: 2129 ms [2021-07-05 17:19:43 main:574] : INFO : Epoch 1852 | loss: 0.031017 | val_loss: 0.0312846 | Time: 2103.56 ms [2021-07-05 17:19:45 main:574] : INFO : Epoch 1853 | loss: 0.0310109 | val_loss: 0.031282 | Time: 2142.74 ms [2021-07-05 17:19:47 main:574] : INFO : Epoch 1854 | loss: 0.0310107 | val_loss: 0.0313022 | Time: 2130.94 ms [2021-07-05 17:19:49 main:574] : INFO : Epoch 1855 | loss: 0.0310126 | val_loss: 0.0312703 | Time: 2150.44 ms [2021-07-05 17:19:52 main:574] : INFO : Epoch 1856 | loss: 0.0310136 | val_loss: 0.0312596 | Time: 2114 ms [2021-07-05 17:19:54 main:574] : INFO : Epoch 1857 | loss: 0.0310022 | val_loss: 0.0312786 | Time: 2129.94 ms [2021-07-05 17:19:56 main:574] : INFO : Epoch 1858 | loss: 0.0310002 | val_loss: 0.0313351 | Time: 2149.14 ms [2021-07-05 17:19:58 main:574] : INFO : Epoch 1859 | loss: 0.0309994 | val_loss: 0.0313355 | Time: 2119.76 ms [2021-07-05 17:20:00 main:574] : INFO : Epoch 1860 | loss: 0.0310024 | val_loss: 0.0313176 | Time: 2134.65 ms [2021-07-05 17:20:02 main:574] : INFO : Epoch 1861 | loss: 0.0309878 | val_loss: 0.0313116 | Time: 2127.84 ms [2021-07-05 17:20:04 main:574] : INFO : Epoch 1862 | loss: 0.0309874 | val_loss: 0.0313147 | Time: 2133.32 ms [2021-07-05 17:20:06 main:574] : INFO : Epoch 1863 | loss: 0.030993 | val_loss: 0.0313294 | Time: 2134.68 ms [2021-07-05 17:20:09 main:574] : INFO : Epoch 1864 | loss: 0.0309932 | val_loss: 0.0313126 | Time: 2116.85 ms [2021-07-05 17:20:11 main:574] : INFO : Epoch 1865 | loss: 0.0309937 | val_loss: 0.0313339 | Time: 2128.64 ms [2021-07-05 17:20:13 main:574] : INFO : Epoch 1866 | loss: 0.0310013 | val_loss: 0.0313593 | Time: 2098.38 ms [2021-07-05 17:20:15 main:574] : INFO : Epoch 1867 | loss: 0.0309889 | val_loss: 0.0313204 | Time: 2132.14 ms [2021-07-05 17:20:17 main:574] : INFO : Epoch 1868 | loss: 0.0309837 | val_loss: 0.0313328 | Time: 2107.16 ms [2021-07-05 17:20:19 main:574] : INFO : Epoch 1869 | loss: 0.0309859 | val_loss: 0.0313381 | Time: 2132.05 ms [2021-07-05 17:20:21 main:574] : INFO : Epoch 1870 | loss: 0.0309833 | val_loss: 0.0313428 | Time: 2129.01 ms [2021-07-05 17:20:24 main:574] : INFO : Epoch 1871 | loss: 0.0309792 | val_loss: 0.0313296 | Time: 2131.85 ms [2021-07-05 17:20:26 main:574] : INFO : Epoch 1872 | loss: 0.0309804 | val_loss: 0.0313436 | Time: 2102.13 ms [2021-07-05 17:20:28 main:574] : INFO : Epoch 1873 | loss: 0.0309764 | val_loss: 0.0313368 | Time: 2134.1 ms [2021-07-05 17:20:30 main:574] : INFO : Epoch 1874 | loss: 0.0309718 | val_loss: 0.0313244 | Time: 2124.58 ms [2021-07-05 17:20:32 main:574] : INFO : Epoch 1875 | loss: 0.0309804 | val_loss: 0.0313718 | Time: 2134.99 ms [2021-07-05 17:20:34 main:574] : INFO : Epoch 1876 | loss: 0.030979 | val_loss: 0.0313223 | Time: 2119.68 ms [2021-07-05 17:20:36 main:574] : INFO : Epoch 1877 | loss: 0.0309786 | val_loss: 0.031389 | Time: 2147.4 ms [2021-07-05 17:20:38 main:574] : INFO : Epoch 1878 | loss: 0.030981 | val_loss: 0.0312798 | Time: 2120.59 ms [2021-07-05 17:20:41 main:574] : INFO : Epoch 1879 | loss: 0.0309871 | val_loss: 0.031351 | Time: 2131.72 ms [2021-07-05 17:20:43 main:574] : INFO : Epoch 1880 | loss: 0.0309778 | val_loss: 0.0313511 | Time: 2121.9 ms [2021-07-05 17:20:45 main:574] : INFO : Epoch 1881 | loss: 0.0309749 | val_loss: 0.0313074 | Time: 2101.19 ms [2021-07-05 17:20:47 main:574] : INFO : Epoch 1882 | loss: 0.0309745 | val_loss: 0.0313468 | Time: 2160.21 ms [2021-07-05 17:20:49 main:574] : INFO : Epoch 1883 | loss: 0.0309708 | val_loss: 0.0313652 | Time: 2140.74 ms [2021-07-05 17:20:51 main:574] : INFO : Epoch 1884 | loss: 0.0309707 | val_loss: 0.0313462 | Time: 2127.68 ms [2021-07-05 17:20:53 main:574] : INFO : Epoch 1885 | loss: 0.0309659 | val_loss: 0.031298 | Time: 2113.83 ms [2021-07-05 17:20:55 main:574] : INFO : Epoch 1886 | loss: 0.0309896 | val_loss: 0.0313175 | Time: 2129.42 ms [2021-07-05 17:20:58 main:574] : INFO : Epoch 1887 | loss: 0.0309828 | val_loss: 0.0313667 | Time: 2155.24 ms [2021-07-05 17:21:00 main:574] : INFO : Epoch 1888 | loss: 0.030975 | val_loss: 0.0313131 | Time: 2141.42 ms [2021-07-05 17:21:02 main:574] : INFO : Epoch 1889 | loss: 0.0309738 | val_loss: 0.0313258 | Time: 2106.99 ms [2021-07-05 17:21:04 main:574] : INFO : Epoch 1890 | loss: 0.0309804 | val_loss: 0.0313551 | Time: 2146.79 ms [2021-07-05 17:21:06 main:574] : INFO : Epoch 1891 | loss: 0.030978 | val_loss: 0.0312844 | Time: 2135.54 ms [2021-07-05 17:21:08 main:574] : INFO : Epoch 1892 | loss: 0.0309745 | val_loss: 0.0313355 | Time: 2119.3 ms [2021-07-05 17:21:10 main:574] : INFO : Epoch 1893 | loss: 0.0310079 | val_loss: 0.0313059 | Time: 2130.32 ms [2021-07-05 17:21:13 main:574] : INFO : Epoch 1894 | loss: 0.0310103 | val_loss: 0.0313886 | Time: 2129.26 ms [2021-07-05 17:21:15 main:574] : INFO : Epoch 1895 | loss: 0.0309858 | val_loss: 0.0313434 | Time: 2124.58 ms [2021-07-05 17:21:17 main:574] : INFO : Epoch 1896 | loss: 0.0309859 | val_loss: 0.0313681 | Time: 2100.06 ms [2021-07-05 17:21:19 main:574] : INFO : Epoch 1897 | loss: 0.0309812 | val_loss: 0.0312907 | Time: 2118.99 ms [2021-07-05 17:21:21 main:574] : INFO : Epoch 1898 | loss: 0.0309811 | val_loss: 0.031371 | Time: 2140.48 ms [2021-07-05 17:21:23 main:574] : INFO : Epoch 1899 | loss: 0.0309897 | val_loss: 0.0313767 | Time: 2126.54 ms [2021-07-05 17:21:25 main:574] : INFO : Epoch 1900 | loss: 0.0309804 | val_loss: 0.0313037 | Time: 2098.78 ms [2021-07-05 17:21:27 main:574] : INFO : Epoch 1901 | loss: 0.0309705 | val_loss: 0.0313562 | Time: 2118.7 ms [2021-07-05 17:21:30 main:574] : INFO : Epoch 1902 | loss: 0.030974 | val_loss: 0.0313115 | Time: 2136.66 ms [2021-07-05 17:21:32 main:574] : INFO : Epoch 1903 | loss: 0.0309688 | val_loss: 0.0313497 | Time: 2117.17 ms [2021-07-05 17:21:34 main:574] : INFO : Epoch 1904 | loss: 0.0309607 | val_loss: 0.0313471 | Time: 2113.97 ms [2021-07-05 17:21:36 main:574] : INFO : Epoch 1905 | loss: 0.0309754 | val_loss: 0.0314078 | Time: 2139.59 ms [2021-07-05 17:21:38 main:574] : INFO : Epoch 1906 | loss: 0.0309855 | val_loss: 0.0312757 | Time: 2129.93 ms [2021-07-05 17:21:40 main:574] : INFO : Epoch 1907 | loss: 0.030988 | val_loss: 0.0313009 | Time: 2125.1 ms [2021-07-05 17:21:42 main:574] : INFO : Epoch 1908 | loss: 0.0309885 | val_loss: 0.0312885 | Time: 2124.56 ms [2021-07-05 17:21:45 main:574] : INFO : Epoch 1909 | loss: 0.0309996 | val_loss: 0.0313261 | Time: 2126.77 ms [2021-07-05 17:21:47 main:574] : INFO : Epoch 1910 | loss: 0.0309885 | val_loss: 0.0312994 | Time: 2122.41 ms [2021-07-05 17:21:49 main:574] : INFO : Epoch 1911 | loss: 0.030972 | val_loss: 0.0313843 | Time: 2137.42 ms [2021-07-05 17:21:51 main:574] : INFO : Epoch 1912 | loss: 0.0309709 | val_loss: 0.0313404 | Time: 2133.4 ms [2021-07-05 17:21:53 main:574] : INFO : Epoch 1913 | loss: 0.0309625 | val_loss: 0.0313331 | Time: 2154.7 ms [2021-07-05 17:21:55 main:574] : INFO : Epoch 1914 | loss: 0.0309622 | val_loss: 0.0313231 | Time: 2094.38 ms [2021-07-05 17:21:57 main:574] : INFO : Epoch 1915 | loss: 0.030967 | val_loss: 0.0313408 | Time: 2082.16 ms [2021-07-05 17:21:59 main:574] : INFO : Epoch 1916 | loss: 0.0309668 | val_loss: 0.0313305 | Time: 2143.79 ms [2021-07-05 17:22:02 main:574] : INFO : Epoch 1917 | loss: 0.0309652 | val_loss: 0.0313076 | Time: 2124.09 ms [2021-07-05 17:22:04 main:574] : INFO : Epoch 1918 | loss: 0.0309733 | val_loss: 0.0313612 | Time: 2138.19 ms [2021-07-05 17:22:06 main:574] : INFO : Epoch 1919 | loss: 0.0309777 | val_loss: 0.0313196 | Time: 2170.58 ms [2021-07-05 17:22:08 main:574] : INFO : Epoch 1920 | loss: 0.030975 | val_loss: 0.031375 | Time: 2116.79 ms [2021-07-05 17:22:10 main:574] : INFO : Epoch 1921 | loss: 0.0309728 | val_loss: 0.031311 | Time: 2127.75 ms [2021-07-05 17:22:12 main:574] : INFO : Epoch 1922 | loss: 0.0309775 | val_loss: 0.031305 | Time: 2124.34 ms [2021-07-05 17:22:14 main:574] : INFO : Epoch 1923 | loss: 0.0309779 | val_loss: 0.03137 | Time: 2101.1 ms [2021-07-05 17:22:16 main:574] : INFO : Epoch 1924 | loss: 0.0309667 | val_loss: 0.0313363 | Time: 2096.59 ms [2021-07-05 17:22:19 main:574] : INFO : Epoch 1925 | loss: 0.030966 | val_loss: 0.0313382 | Time: 2142.1 ms [2021-07-05 17:22:21 main:574] : INFO : Epoch 1926 | loss: 0.0309797 | val_loss: 0.0313043 | Time: 2121.36 ms [2021-07-05 17:22:23 main:574] : INFO : Epoch 1927 | loss: 0.030975 | val_loss: 0.0313551 | Time: 2117.93 ms [2021-07-05 17:22:25 main:574] : INFO : Epoch 1928 | loss: 0.0309697 | val_loss: 0.0313533 | Time: 2111.56 ms [2021-07-05 17:22:27 main:574] : INFO : Epoch 1929 | loss: 0.0309696 | val_loss: 0.0313184 | Time: 2110.83 ms [2021-07-05 17:22:29 main:574] : INFO : Epoch 1930 | loss: 0.0309683 | val_loss: 0.0313388 | Time: 2165.48 ms [2021-07-05 17:22:31 main:574] : INFO : Epoch 1931 | loss: 0.0309607 | val_loss: 0.0313425 | Time: 2101.7 ms [2021-07-05 17:22:33 main:574] : INFO : Epoch 1932 | loss: 0.0309738 | val_loss: 0.0313511 | Time: 2151.14 ms [2021-07-05 17:22:36 main:574] : INFO : Epoch 1933 | loss: 0.0309757 | val_loss: 0.031384 | Time: 2116.58 ms [2021-07-05 17:22:38 main:574] : INFO : Epoch 1934 | loss: 0.030972 | val_loss: 0.0313242 | Time: 2106.9 ms [2021-07-05 17:22:40 main:574] : INFO : Epoch 1935 | loss: 0.0309627 | val_loss: 0.0313788 | Time: 2149.49 ms [2021-07-05 17:22:42 main:574] : INFO : Epoch 1936 | loss: 0.0309587 | val_loss: 0.0313373 | Time: 2130.87 ms [2021-07-05 17:22:44 main:574] : INFO : Epoch 1937 | loss: 0.0309622 | val_loss: 0.031392 | Time: 2127.36 ms [2021-07-05 17:22:46 main:574] : INFO : Epoch 1938 | loss: 0.0309691 | val_loss: 0.0313259 | Time: 2136.94 ms [2021-07-05 17:22:48 main:574] : INFO : Epoch 1939 | loss: 0.0309653 | val_loss: 0.0313452 | Time: 2107.8 ms [2021-07-05 17:22:51 main:574] : INFO : Epoch 1940 | loss: 0.0309603 | val_loss: 0.0313433 | Time: 2118.13 ms [2021-07-05 17:22:53 main:574] : INFO : Epoch 1941 | loss: 0.0309738 | val_loss: 0.0313315 | Time: 2110.95 ms [2021-07-05 17:22:55 main:574] : INFO : Epoch 1942 | loss: 0.0309692 | val_loss: 0.0313311 | Time: 2133.67 ms [2021-07-05 17:22:57 main:574] : INFO : Epoch 1943 | loss: 0.0309691 | val_loss: 0.0313308 | Time: 2129.44 ms [2021-07-05 17:22:59 main:574] : INFO : Epoch 1944 | loss: 0.0309712 | val_loss: 0.0313336 | Time: 2145.45 ms [2021-07-05 17:23:01 main:574] : INFO : Epoch 1945 | loss: 0.0311794 | val_loss: 0.0311901 | Time: 2128.26 ms [2021-07-05 17:23:03 main:574] : INFO : Epoch 1946 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 2115.85 ms [2021-07-05 17:23:05 main:574] : INFO : Epoch 1947 | loss: 0.031163 | val_loss: 0.0311784 | Time: 2095.58 ms [2021-07-05 17:23:08 main:574] : INFO : Epoch 1948 | loss: 0.0311571 | val_loss: 0.0311771 | Time: 2106.34 ms [2021-07-05 17:23:10 main:574] : INFO : Epoch 1949 | loss: 0.0311521 | val_loss: 0.0311791 | Time: 2129.96 ms [2021-07-05 17:23:12 main:574] : INFO : Epoch 1950 | loss: 0.0311489 | val_loss: 0.0311796 | Time: 2113.47 ms [2021-07-05 17:23:14 main:574] : INFO : Epoch 1951 | loss: 0.0311493 | val_loss: 0.0311796 | Time: 2150.13 ms [2021-07-05 17:23:16 main:574] : INFO : Epoch 1952 | loss: 0.0311453 | val_loss: 0.0311782 | Time: 2119.02 ms [2021-07-05 17:23:18 main:574] : INFO : Epoch 1953 | loss: 0.0311466 | val_loss: 0.0311776 | Time: 2133.14 ms [2021-07-05 17:23:20 main:574] : INFO : Epoch 1954 | loss: 0.0311465 | val_loss: 0.0311828 | Time: 2145.48 ms [2021-07-05 17:23:22 main:574] : INFO : Epoch 1955 | loss: 0.0311453 | val_loss: 0.03118 | Time: 2110.89 ms [2021-07-05 17:23:25 main:574] : INFO : Epoch 1956 | loss: 0.0311376 | val_loss: 0.0311801 | Time: 2145.53 ms [2021-07-05 17:23:27 main:574] : INFO : Epoch 1957 | loss: 0.0311345 | val_loss: 0.031179 | Time: 2104 ms [2021-07-05 17:23:29 main:574] : INFO : Epoch 1958 | loss: 0.031134 | val_loss: 0.0311793 | Time: 2152 ms [2021-07-05 17:23:31 main:574] : INFO : Epoch 1959 | loss: 0.0311312 | val_loss: 0.0311825 | Time: 2094.62 ms [2021-07-05 17:23:33 main:574] : INFO : Epoch 1960 | loss: 0.031129 | val_loss: 0.0311875 | Time: 2148.31 ms [2021-07-05 17:23:35 main:574] : INFO : Epoch 1961 | loss: 0.0311281 | val_loss: 0.0311819 | Time: 2103.17 ms [2021-07-05 17:23:37 main:574] : INFO : Epoch 1962 | loss: 0.0311285 | val_loss: 0.0311832 | Time: 2138.46 ms [2021-07-05 17:23:40 main:574] : INFO : Epoch 1963 | loss: 0.0311251 | val_loss: 0.0311854 | Time: 2144.77 ms [2021-07-05 17:23:42 main:574] : INFO : Epoch 1964 | loss: 0.031123 | val_loss: 0.0311931 | Time: 2142.98 ms [2021-07-05 17:23:44 main:574] : INFO : Epoch 1965 | loss: 0.0311212 | val_loss: 0.0311912 | Time: 2147.2 ms [2021-07-05 17:23:46 main:574] : INFO : Epoch 1966 | loss: 0.0311205 | val_loss: 0.0311887 | Time: 2126.3 ms [2021-07-05 17:23:48 main:574] : INFO : Epoch 1967 | loss: 0.0311196 | val_loss: 0.0312007 | Time: 2132.46 ms [2021-07-05 17:23:50 main:574] : INFO : Epoch 1968 | loss: 0.0311191 | val_loss: 0.031196 | Time: 2144.97 ms [2021-07-05 17:23:52 main:574] : INFO : Epoch 1969 | loss: 0.0311168 | val_loss: 0.0311961 | Time: 2127.15 ms [2021-07-05 17:23:54 main:574] : INFO : Epoch 1970 | loss: 0.0311147 | val_loss: 0.0311997 | Time: 2123.56 ms [2021-07-05 17:23:57 main:574] : INFO : Epoch 1971 | loss: 0.0311148 | val_loss: 0.0312067 | Time: 2118.87 ms [2021-07-05 17:23:59 main:574] : INFO : Epoch 1972 | loss: 0.0311124 | val_loss: 0.0312082 | Time: 2125.21 ms [2021-07-05 17:24:01 main:574] : INFO : Epoch 1973 | loss: 0.0311107 | val_loss: 0.0312152 | Time: 2124.28 ms [2021-07-05 17:24:03 main:574] : INFO : Epoch 1974 | loss: 0.0311108 | val_loss: 0.0312139 | Time: 2133.37 ms [2021-07-05 17:24:05 main:574] : INFO : Epoch 1975 | loss: 0.0311083 | val_loss: 0.0312084 | Time: 2120.43 ms [2021-07-05 17:24:07 main:574] : INFO : Epoch 1976 | loss: 0.031105 | val_loss: 0.0312098 | Time: 2130.83 ms [2021-07-05 17:24:09 main:574] : INFO : Epoch 1977 | loss: 0.0311041 | val_loss: 0.0312175 | Time: 2106.42 ms [2021-07-05 17:24:12 main:574] : INFO : Epoch 1978 | loss: 0.0311026 | val_loss: 0.0312208 | Time: 2146.73 ms [2021-07-05 17:24:14 main:574] : INFO : Epoch 1979 | loss: 0.0311 | val_loss: 0.0312118 | Time: 2125.69 ms [2021-07-05 17:24:16 main:574] : INFO : Epoch 1980 | loss: 0.0311019 | val_loss: 0.0312028 | Time: 2114.65 ms [2021-07-05 17:24:18 main:574] : INFO : Epoch 1981 | loss: 0.031102 | val_loss: 0.0312192 | Time: 2128.89 ms [2021-07-05 17:24:20 main:574] : INFO : Epoch 1982 | loss: 0.0310996 | val_loss: 0.031207 | Time: 2141.06 ms [2021-07-05 17:24:22 main:574] : INFO : Epoch 1983 | loss: 0.0310992 | val_loss: 0.0312371 | Time: 2121.84 ms [2021-07-05 17:24:24 main:574] : INFO : Epoch 1984 | loss: 0.0310974 | val_loss: 0.031224 | Time: 2109.09 ms [2021-07-05 17:24:26 main:574] : INFO : Epoch 1985 | loss: 0.0310981 | val_loss: 0.0312272 | Time: 2119.32 ms [2021-07-05 17:24:29 main:574] : INFO : Epoch 1986 | loss: 0.0310993 | val_loss: 0.0312154 | Time: 2121.69 ms [2021-07-05 17:24:31 main:574] : INFO : Epoch 1987 | loss: 0.0310953 | val_loss: 0.0312197 | Time: 2115.54 ms [2021-07-05 17:24:33 main:574] : INFO : Epoch 1988 | loss: 0.0310932 | val_loss: 0.0312297 | Time: 2107.83 ms [2021-07-05 17:24:35 main:574] : INFO : Epoch 1989 | loss: 0.0310934 | val_loss: 0.0312324 | Time: 2107.12 ms [2021-07-05 17:24:37 main:574] : INFO : Epoch 1990 | loss: 0.0310893 | val_loss: 0.0312455 | Time: 2142.02 ms [2021-07-05 17:24:39 main:574] : INFO : Epoch 1991 | loss: 0.0310903 | val_loss: 0.0312137 | Time: 2118.58 ms [2021-07-05 17:24:41 main:574] : INFO : Epoch 1992 | loss: 0.0310899 | val_loss: 0.0312211 | Time: 2101.18 ms [2021-07-05 17:24:43 main:574] : INFO : Epoch 1993 | loss: 0.0310957 | val_loss: 0.0312376 | Time: 2112.22 ms [2021-07-05 17:24:46 main:574] : INFO : Epoch 1994 | loss: 0.0310913 | val_loss: 0.0312185 | Time: 2123.62 ms [2021-07-05 17:24:48 main:574] : INFO : Epoch 1995 | loss: 0.0310902 | val_loss: 0.0312377 | Time: 2128.29 ms [2021-07-05 17:24:50 main:574] : INFO : Epoch 1996 | loss: 0.0310872 | val_loss: 0.0312254 | Time: 2121.14 ms [2021-07-05 17:24:52 main:574] : INFO : Epoch 1997 | loss: 0.0310892 | val_loss: 0.0312151 | Time: 2121.2 ms [2021-07-05 17:24:54 main:574] : INFO : Epoch 1998 | loss: 0.0310879 | val_loss: 0.0312107 | Time: 2124.4 ms [2021-07-05 17:24:56 main:574] : INFO : Epoch 1999 | loss: 0.0310885 | val_loss: 0.0312118 | Time: 2121.57 ms [2021-07-05 17:24:58 main:574] : INFO : Epoch 2000 | loss: 0.0310916 | val_loss: 0.0312312 | Time: 2107.47 ms [2021-07-05 17:25:00 main:574] : INFO : Epoch 2001 | loss: 0.0310861 | val_loss: 0.031203 | Time: 2112.95 ms [2021-07-05 17:25:03 main:574] : INFO : Epoch 2002 | loss: 0.0310868 | val_loss: 0.0312415 | Time: 2142.56 ms [2021-07-05 17:25:05 main:574] : INFO : Epoch 2003 | loss: 0.0310846 | val_loss: 0.0312327 | Time: 2152.73 ms [2021-07-05 17:25:07 main:574] : INFO : Epoch 2004 | loss: 0.0310821 | val_loss: 0.0312254 | Time: 2120.68 ms [2021-07-05 17:25:09 main:574] : INFO : Epoch 2005 | loss: 0.031084 | val_loss: 0.0312306 | Time: 2144.87 ms [2021-07-05 17:25:11 main:574] : INFO : Epoch 2006 | loss: 0.0310861 | val_loss: 0.031226 | Time: 2150.64 ms [2021-07-05 17:25:13 main:574] : INFO : Epoch 2007 | loss: 0.0310827 | val_loss: 0.0312406 | Time: 2097.93 ms [2021-07-05 17:25:15 main:574] : INFO : Epoch 2008 | loss: 0.031086 | val_loss: 0.0312265 | Time: 2098.69 ms [2021-07-05 17:25:17 main:574] : INFO : Epoch 2009 | loss: 0.0310803 | val_loss: 0.0312419 | Time: 2134.9 ms [2021-07-05 17:25:20 main:574] : INFO : Epoch 2010 | loss: 0.0310819 | val_loss: 0.0312342 | Time: 2122.16 ms [2021-07-05 17:25:22 main:574] : INFO : Epoch 2011 | loss: 0.0310804 | val_loss: 0.0312256 | Time: 2104.35 ms [2021-07-05 17:25:24 main:574] : INFO : Epoch 2012 | loss: 0.0310875 | val_loss: 0.0312233 | Time: 2107.01 ms [2021-07-05 17:25:26 main:574] : INFO : Epoch 2013 | loss: 0.0310839 | val_loss: 0.0312196 | Time: 2105.06 ms [2021-07-05 17:25:28 main:574] : INFO : Epoch 2014 | loss: 0.0310841 | val_loss: 0.0312146 | Time: 2140.51 ms [2021-07-05 17:25:30 main:574] : INFO : Epoch 2015 | loss: 0.0310875 | val_loss: 0.0312289 | Time: 2111.61 ms [2021-07-05 17:25:32 main:574] : INFO : Epoch 2016 | loss: 0.0310801 | val_loss: 0.0312337 | Time: 2141.51 ms [2021-07-05 17:25:34 main:574] : INFO : Epoch 2017 | loss: 0.0310829 | val_loss: 0.0312441 | Time: 2119.31 ms [2021-07-05 17:25:37 main:574] : INFO : Epoch 2018 | loss: 0.0310847 | val_loss: 0.0312182 | Time: 2125.62 ms [2021-07-05 17:25:39 main:574] : INFO : Epoch 2019 | loss: 0.0310801 | val_loss: 0.0312435 | Time: 2123.51 ms [2021-07-05 17:25:41 main:574] : INFO : Epoch 2020 | loss: 0.031088 | val_loss: 0.0313052 | Time: 2146.6 ms [2021-07-05 17:25:43 main:574] : INFO : Epoch 2021 | loss: 0.0314968 | val_loss: 0.032107 | Time: 2121.76 ms [2021-07-05 17:25:45 main:574] : INFO : Epoch 2022 | loss: 0.0314316 | val_loss: 0.0312898 | Time: 2141.97 ms [2021-07-05 17:25:47 main:574] : INFO : Epoch 2023 | loss: 0.0312685 | val_loss: 0.0312596 | Time: 2122.68 ms [2021-07-05 17:25:49 main:574] : INFO : Epoch 2024 | loss: 0.0312545 | val_loss: 0.0312528 | Time: 2167.77 ms [2021-07-05 17:25:52 main:574] : INFO : Epoch 2025 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2123.15 ms [2021-07-05 17:25:54 main:574] : INFO : Epoch 2026 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2148.58 ms [2021-07-05 17:25:56 main:574] : INFO : Epoch 2027 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 2134.38 ms [2021-07-05 17:25:58 main:574] : INFO : Epoch 2028 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2122.53 ms [2021-07-05 17:26:00 main:574] : INFO : Epoch 2029 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 2128.36 ms [2021-07-05 17:26:02 main:574] : INFO : Epoch 2030 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 2151.05 ms [2021-07-05 17:26:04 main:574] : INFO : Epoch 2031 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 2111.15 ms [2021-07-05 17:26:07 main:574] : INFO : Epoch 2032 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2135.33 ms [2021-07-05 17:26:09 main:574] : INFO : Epoch 2033 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 2125.19 ms [2021-07-05 17:26:11 main:574] : INFO : Epoch 2034 | loss: 0.0312477 | val_loss: 0.0312522 | Time: 2127.14 ms [2021-07-05 17:26:13 main:574] : INFO : Epoch 2035 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 2140.83 ms [2021-07-05 17:26:15 main:574] : INFO : Epoch 2036 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 2141.47 ms [2021-07-05 17:26:17 main:574] : INFO : Epoch 2037 | loss: 0.031247 | val_loss: 0.0312513 | Time: 2118.46 ms [2021-07-05 17:26:19 main:574] : INFO : Epoch 2038 | loss: 0.0312464 | val_loss: 0.031248 | Time: 2138.62 ms [2021-07-05 17:26:21 main:574] : INFO : Epoch 2039 | loss: 0.031245 | val_loss: 0.031245 | Time: 2121.04 ms [2021-07-05 17:26:24 main:574] : INFO : Epoch 2040 | loss: 0.0312435 | val_loss: 0.0312481 | Time: 2144.18 ms [2021-07-05 17:26:26 main:574] : INFO : Epoch 2041 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 2119.61 ms [2021-07-05 17:26:28 main:574] : INFO : Epoch 2042 | loss: 0.0312457 | val_loss: 0.0312486 | Time: 2132.55 ms [2021-07-05 17:26:30 main:574] : INFO : Epoch 2043 | loss: 0.0312434 | val_loss: 0.0312454 | Time: 2120.92 ms [2021-07-05 17:26:32 main:574] : INFO : Epoch 2044 | loss: 0.0312432 | val_loss: 0.0312481 | Time: 2127.6 ms [2021-07-05 17:26:34 main:574] : INFO : Epoch 2045 | loss: 0.0312439 | val_loss: 0.0312557 | Time: 2148.83 ms [2021-07-05 17:26:36 main:574] : INFO : Epoch 2046 | loss: 0.0312427 | val_loss: 0.0312465 | Time: 2121.61 ms [2021-07-05 17:26:39 main:574] : INFO : Epoch 2047 | loss: 0.0312418 | val_loss: 0.0312439 | Time: 2104.5 ms [2021-07-05 17:26:41 main:574] : INFO : Epoch 2048 | loss: 0.0312421 | val_loss: 0.0312466 | Time: 2102.96 ms [2021-07-05 17:26:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312466 [2021-07-05 17:26:41 main:603] : INFO : Saving end state to config to file [2021-07-05 17:26:41 main:608] : INFO : Success, exiting.. 17:26:41 (59680): 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)