Task 10000704
| Name | ParityModified-1639948760-5131-0_0 |
| Workunit | 7379613 |
| Created | 19 Dec 2021, 21:19:25 UTC |
| Sent | 26 Dec 2021, 12:31:37 UTC |
| Report deadline | 3 Jan 2022, 12:31:37 UTC |
| Received | 26 Dec 2021, 13:48:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 13 min 52 sec |
| CPU time | 1 hours 10 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 8 main:574] : INFO : Epoch 1542 | loss: 0.0309796 | val_loss: 0.0312414 | Time: 2085.09 ms [2021-12-26 21:28:20 main:574] : INFO : Epoch 1543 | loss: 0.0309735 | val_loss: 0.0312325 | Time: 2077.86 ms [2021-12-26 21:28:22 main:574] : INFO : Epoch 1544 | loss: 0.0309665 | val_loss: 0.0312289 | Time: 2094.82 ms [2021-12-26 21:28:25 main:574] : INFO : Epoch 1545 | loss: 0.0309675 | val_loss: 0.0312483 | Time: 2129.01 ms [2021-12-26 21:28:27 main:574] : INFO : Epoch 1546 | loss: 0.0309658 | val_loss: 0.031229 | Time: 2090.64 ms [2021-12-26 21:28:29 main:574] : INFO : Epoch 1547 | loss: 0.0309809 | val_loss: 0.0312508 | Time: 2108.77 ms [2021-12-26 21:28:31 main:574] : INFO : Epoch 1548 | loss: 0.0309819 | val_loss: 0.0312178 | Time: 2042.83 ms [2021-12-26 21:28:33 main:574] : INFO : Epoch 1549 | loss: 0.0309841 | val_loss: 0.0312561 | Time: 2068.45 ms [2021-12-26 21:28:35 main:574] : INFO : Epoch 1550 | loss: 0.0309802 | val_loss: 0.0312161 | Time: 2135.81 ms [2021-12-26 21:28:38 main:574] : INFO : Epoch 1551 | loss: 0.0309753 | val_loss: 0.0312431 | Time: 2091.41 ms [2021-12-26 21:28:40 main:574] : INFO : Epoch 1552 | loss: 0.030975 | val_loss: 0.0312191 | Time: 2151.1 ms [2021-12-26 21:28:42 main:574] : INFO : Epoch 1553 | loss: 0.0309784 | val_loss: 0.0312379 | Time: 2091.74 ms [2021-12-26 21:28:44 main:574] : INFO : Epoch 1554 | loss: 0.0309768 | val_loss: 0.0312376 | Time: 2134.19 ms [2021-12-26 21:28:46 main:574] : INFO : Epoch 1555 | loss: 0.0309671 | val_loss: 0.0312261 | Time: 2165.12 ms [2021-12-26 21:28:49 main:574] : INFO : Epoch 1556 | loss: 0.030967 | val_loss: 0.0312699 | Time: 2081.08 ms [2021-12-26 21:28:51 main:574] : INFO : Epoch 1557 | loss: 0.0309738 | val_loss: 0.0312583 | Time: 2096.62 ms [2021-12-26 21:28:53 main:574] : INFO : Epoch 1558 | loss: 0.0309708 | val_loss: 0.0312316 | Time: 2151.25 ms [2021-12-26 21:28:55 main:574] : INFO : Epoch 1559 | loss: 0.0309694 | val_loss: 0.0312291 | Time: 2102.62 ms [2021-12-26 21:28:57 main:574] : INFO : Epoch 1560 | loss: 0.0309607 | val_loss: 0.031244 | Time: 2125.72 ms [2021-12-26 21:28:59 main:574] : INFO : Epoch 1561 | loss: 0.0309665 | val_loss: 0.0312575 | Time: 2098.14 ms [2021-12-26 21:29:02 main:574] : INFO : Epoch 1562 | loss: 0.0309706 | val_loss: 0.0312349 | Time: 2111.94 ms [2021-12-26 21:29:04 main:574] : INFO : Epoch 1563 | loss: 0.0309741 | val_loss: 0.0312408 | Time: 2125.94 ms [2021-12-26 21:29:06 main:574] : INFO : Epoch 1564 | loss: 0.0309667 | val_loss: 0.0312841 | Time: 2121.34 ms [2021-12-26 21:29:08 main:574] : INFO : Epoch 1565 | loss: 0.030971 | val_loss: 0.0312354 | Time: 2134.91 ms [2021-12-26 21:29:10 main:574] : INFO : Epoch 1566 | loss: 0.0309696 | val_loss: 0.0312407 | Time: 2119.48 ms [2021-12-26 21:29:13 main:574] : INFO : Epoch 1567 | loss: 0.030974 | val_loss: 0.0312328 | Time: 2073.47 ms [2021-12-26 21:29:15 main:574] : INFO : Epoch 1568 | loss: 0.0309787 | val_loss: 0.0312479 | Time: 2081.09 ms [2021-12-26 21:29:17 main:574] : INFO : Epoch 1569 | loss: 0.0309658 | val_loss: 0.0312426 | Time: 2153.49 ms [2021-12-26 21:29:19 main:574] : INFO : Epoch 1570 | loss: 0.0309693 | val_loss: 0.0312294 | Time: 2148.77 ms [2021-12-26 21:29:21 main:574] : INFO : Epoch 1571 | loss: 0.0309686 | val_loss: 0.0312642 | Time: 2097.07 ms [2021-12-26 21:29:23 main:574] : INFO : Epoch 1572 | loss: 0.0309677 | val_loss: 0.0312537 | Time: 2105.83 ms [2021-12-26 21:29:26 main:574] : INFO : Epoch 1573 | loss: 0.0309578 | val_loss: 0.0312222 | Time: 2128.71 ms [2021-12-26 21:29:28 main:574] : INFO : Epoch 1574 | loss: 0.030961 | val_loss: 0.0312242 | Time: 2052.51 ms [2021-12-26 21:29:30 main:574] : INFO : Epoch 1575 | loss: 0.0309756 | val_loss: 0.0312098 | Time: 2112.5 ms [2021-12-26 21:29:32 main:574] : INFO : Epoch 1576 | loss: 0.0309731 | val_loss: 0.0312757 | Time: 2109.78 ms [2021-12-26 21:29:34 main:574] : INFO : Epoch 1577 | loss: 0.0309644 | val_loss: 0.0312137 | Time: 2107.71 ms [2021-12-26 21:29:36 main:574] : INFO : Epoch 1578 | loss: 0.0309678 | val_loss: 0.031242 | Time: 2060.05 ms [2021-12-26 21:29:39 main:574] : INFO : Epoch 1579 | loss: 0.0309741 | val_loss: 0.0312633 | Time: 2056.31 ms [2021-12-26 21:29:41 main:574] : INFO : Epoch 1580 | loss: 0.0309723 | val_loss: 0.0312322 | Time: 2068.51 ms [2021-12-26 21:29:43 main:574] : INFO : Epoch 1581 | loss: 0.0309604 | val_loss: 0.0312337 | Time: 2086 ms [2021-12-26 21:29:45 main:574] : INFO : Epoch 1582 | loss: 0.0309615 | val_loss: 0.0312298 | Time: 2085.22 ms [2021-12-26 21:29:47 main:574] : INFO : Epoch 1583 | loss: 0.0309716 | val_loss: 0.0312431 | Time: 2114.97 ms [2021-12-26 21:29:49 main:574] : INFO : Epoch 1584 | loss: 0.030967 | val_loss: 0.0312484 | Time: 2132.9 ms [2021-12-26 21:29:52 main:574] : INFO : Epoch 1585 | loss: 0.0309653 | val_loss: 0.0312513 | Time: 2120.29 ms [2021-12-26 21:29:54 main:574] : INFO : Epoch 1586 | loss: 0.0309589 | val_loss: 0.0312675 | Time: 2126.09 ms [2021-12-26 21:29:56 main:574] : INFO : Epoch 1587 | loss: 0.0309682 | val_loss: 0.0312308 | Time: 2165.13 ms [2021-12-26 21:29:58 main:574] : INFO : Epoch 1588 | loss: 0.0309676 | val_loss: 0.0312442 | Time: 2102.74 ms [2021-12-26 21:30:00 main:574] : INFO : Epoch 1589 | loss: 0.0309635 | val_loss: 0.0312447 | Time: 2093.43 ms [2021-12-26 21:30:03 main:574] : INFO : Epoch 1590 | loss: 0.0309624 | val_loss: 0.0312154 | Time: 2227.64 ms [2021-12-26 21:30:05 main:574] : INFO : Epoch 1591 | loss: 0.0309767 | val_loss: 0.0312445 | Time: 2436.23 ms [2021-12-26 21:30:07 main:574] : INFO : Epoch 1592 | loss: 0.0309654 | val_loss: 0.0312298 | Time: 2120.62 ms [2021-12-26 21:30:10 main:574] : INFO : Epoch 1593 | loss: 0.0309597 | val_loss: 0.0312406 | Time: 2068.25 ms [2021-12-26 21:30:12 main:574] : INFO : Epoch 1594 | loss: 0.0309629 | val_loss: 0.0312273 | Time: 2090.22 ms [2021-12-26 21:30:14 main:574] : INFO : Epoch 1595 | loss: 0.0309622 | val_loss: 0.0312604 | Time: 2114.36 ms [2021-12-26 21:30:16 main:574] : INFO : Epoch 1596 | loss: 0.030968 | val_loss: 0.0312335 | Time: 2078.51 ms [2021-12-26 21:30:18 main:574] : INFO : Epoch 1597 | loss: 0.0309692 | val_loss: 0.0312413 | Time: 2068.29 ms [2021-12-26 21:30:20 main:574] : INFO : Epoch 1598 | loss: 0.0309718 | val_loss: 0.0312198 | Time: 2069.82 ms [2021-12-26 21:30:22 main:574] : INFO : Epoch 1599 | loss: 0.0309638 | val_loss: 0.0312407 | Time: 2066.85 ms [2021-12-26 21:30:25 main:574] : INFO : Epoch 1600 | loss: 0.0309793 | val_loss: 0.0312488 | Time: 2076.94 ms [2021-12-26 21:30:27 main:574] : INFO : Epoch 1601 | loss: 0.0309805 | val_loss: 0.0312395 | Time: 2082.04 ms [2021-12-26 21:30:29 main:574] : INFO : Epoch 1602 | loss: 0.0309599 | val_loss: 0.03124 | Time: 2082.81 ms [2021-12-26 21:30:31 main:574] : INFO : Epoch 1603 | loss: 0.0309655 | val_loss: 0.0312574 | Time: 2077.96 ms [2021-12-26 21:30:33 main:574] : INFO : Epoch 1604 | loss: 0.0309696 | val_loss: 0.0312383 | Time: 2083.41 ms [2021-12-26 21:30:35 main:574] : INFO : Epoch 1605 | loss: 0.030972 | val_loss: 0.0312936 | Time: 2048.02 ms [2021-12-26 21:30:38 main:574] : INFO : Epoch 1606 | loss: 0.0310871 | val_loss: 0.0311783 | Time: 2088.31 ms [2021-12-26 21:30:40 main:574] : INFO : Epoch 1607 | loss: 0.031071 | val_loss: 0.0311897 | Time: 2075.1 ms [2021-12-26 21:30:42 main:574] : INFO : Epoch 1608 | loss: 0.031024 | val_loss: 0.0312056 | Time: 2071.76 ms [2021-12-26 21:30:44 main:574] : INFO : Epoch 1609 | loss: 0.0309941 | val_loss: 0.0312216 | Time: 2096.39 ms [2021-12-26 21:30:46 main:574] : INFO : Epoch 1610 | loss: 0.0309792 | val_loss: 0.0312282 | Time: 2085.73 ms [2021-12-26 21:30:48 main:574] : INFO : Epoch 1611 | loss: 0.0309651 | val_loss: 0.0312389 | Time: 2089.17 ms [2021-12-26 21:30:51 main:574] : INFO : Epoch 1612 | loss: 0.0309719 | val_loss: 0.0312566 | Time: 2057.14 ms [2021-12-26 21:30:53 main:574] : INFO : Epoch 1613 | loss: 0.0309724 | val_loss: 0.0312459 | Time: 2081.31 ms [2021-12-26 21:30:55 main:574] : INFO : Epoch 1614 | loss: 0.0309646 | val_loss: 0.0312256 | Time: 2061.05 ms [2021-12-26 21:30:57 main:574] : INFO : Epoch 1615 | loss: 0.0309677 | val_loss: 0.0312371 | Time: 2076.78 ms [2021-12-26 21:30:59 main:574] : INFO : Epoch 1616 | loss: 0.0309661 | val_loss: 0.0312337 | Time: 2057.23 ms [2021-12-26 21:31:01 main:574] : INFO : Epoch 1617 | loss: 0.0309663 | val_loss: 0.0312347 | Time: 2038.23 ms [2021-12-26 21:31:03 main:574] : INFO : Epoch 1618 | loss: 0.0309664 | val_loss: 0.0312388 | Time: 2064.86 ms [2021-12-26 21:31:06 main:574] : INFO : Epoch 1619 | loss: 0.0309591 | val_loss: 0.0312257 | Time: 2075.21 ms [2021-12-26 21:31:08 main:574] : INFO : Epoch 1620 | loss: 0.0309658 | val_loss: 0.0312504 | Time: 2066.08 ms [2021-12-26 21:31:10 main:574] : INFO : Epoch 1621 | loss: 0.0309734 | val_loss: 0.0312411 | Time: 2063.69 ms [2021-12-26 21:31:12 main:574] : INFO : Epoch 1622 | loss: 0.0309724 | val_loss: 0.0312156 | Time: 2056.19 ms [2021-12-26 21:31:14 main:574] : INFO : Epoch 1623 | loss: 0.0309649 | val_loss: 0.0312441 | Time: 2071.26 ms [2021-12-26 21:31:16 main:574] : INFO : Epoch 1624 | loss: 0.0309649 | val_loss: 0.031228 | Time: 2075.48 ms [2021-12-26 21:31:18 main:574] : INFO : Epoch 1625 | loss: 0.0309691 | val_loss: 0.0312447 | Time: 2088.6 ms [2021-12-26 21:31:21 main:574] : INFO : Epoch 1626 | loss: 0.0309642 | val_loss: 0.0312559 | Time: 2074.66 ms [2021-12-26 21:31:23 main:574] : INFO : Epoch 1627 | loss: 0.0309635 | val_loss: 0.0312582 | Time: 2089.11 ms [2021-12-26 21:31:25 main:574] : INFO : Epoch 1628 | loss: 0.030973 | val_loss: 0.0312393 | Time: 2065.14 ms [2021-12-26 21:31:27 main:574] : INFO : Epoch 1629 | loss: 0.0309659 | val_loss: 0.0312356 | Time: 2049.31 ms [2021-12-26 21:31:29 main:574] : INFO : Epoch 1630 | loss: 0.0309678 | val_loss: 0.0312483 | Time: 2103.29 ms [2021-12-26 21:31:31 main:574] : INFO : Epoch 1631 | loss: 0.0309747 | val_loss: 0.0312809 | Time: 2084.86 ms [2021-12-26 21:31:33 main:574] : INFO : Epoch 1632 | loss: 0.0309766 | val_loss: 0.0312446 | Time: 2050.54 ms [2021-12-26 21:31:36 main:574] : INFO : Epoch 1633 | loss: 0.0309723 | val_loss: 0.0312304 | Time: 2071.34 ms [2021-12-26 21:31:38 main:574] : INFO : Epoch 1634 | loss: 0.0309669 | val_loss: 0.0312515 | Time: 2070 ms [2021-12-26 21:31:40 main:574] : INFO : Epoch 1635 | loss: 0.0309663 | val_loss: 0.0312619 | Time: 2087.18 ms [2021-12-26 21:31:42 main:574] : INFO : Epoch 1636 | loss: 0.0309634 | val_loss: 0.0312357 | Time: 2070.1 ms [2021-12-26 21:31:44 main:574] : INFO : Epoch 1637 | loss: 0.0309883 | val_loss: 0.0311693 | Time: 2078.68 ms [2021-12-26 21:31:46 main:574] : INFO : Epoch 1638 | loss: 0.031066 | val_loss: 0.0311985 | Time: 2070.1 ms [2021-12-26 21:31:49 main:574] : INFO : Epoch 1639 | loss: 0.0310223 | val_loss: 0.0312549 | Time: 2088 ms [2021-12-26 21:31:51 main:574] : INFO : Epoch 1640 | loss: 0.0309898 | val_loss: 0.0312246 | Time: 2045.59 ms [2021-12-26 21:31:53 main:574] : INFO : Epoch 1641 | loss: 0.0309823 | val_loss: 0.031229 | Time: 2055.99 ms [2021-12-26 21:31:55 main:574] : INFO : Epoch 1642 | loss: 0.0309702 | val_loss: 0.0312298 | Time: 2086.88 ms [2021-12-26 21:31:57 main:574] : INFO : Epoch 1643 | loss: 0.0309698 | val_loss: 0.0312506 | Time: 2065.58 ms [2021-12-26 21:31:59 main:574] : INFO : Epoch 1644 | loss: 0.0309698 | val_loss: 0.031251 | Time: 2056.24 ms [2021-12-26 21:32:01 main:574] : INFO : Epoch 1645 | loss: 0.0309606 | val_loss: 0.0312447 | Time: 2070.59 ms [2021-12-26 21:32:04 main:574] : INFO : Epoch 1646 | loss: 0.0309634 | val_loss: 0.031225 | Time: 2079.54 ms [2021-12-26 21:32:06 main:574] : INFO : Epoch 1647 | loss: 0.0309685 | val_loss: 0.0312388 | Time: 2053.29 ms [2021-12-26 21:32:08 main:574] : INFO : Epoch 1648 | loss: 0.0309714 | val_loss: 0.0312462 | Time: 2095.5 ms [2021-12-26 21:32:10 main:574] : INFO : Epoch 1649 | loss: 0.0309831 | val_loss: 0.0312239 | Time: 2094.6 ms [2021-12-26 21:32:12 main:574] : INFO : Epoch 1650 | loss: 0.0309801 | val_loss: 0.0312295 | Time: 2056.57 ms [2021-12-26 21:32:14 main:574] : INFO : Epoch 1651 | loss: 0.030973 | val_loss: 0.0312396 | Time: 2046.76 ms [2021-12-26 21:32:16 main:574] : INFO : Epoch 1652 | loss: 0.0309714 | val_loss: 0.031239 | Time: 2055.56 ms [2021-12-26 21:32:19 main:574] : INFO : Epoch 1653 | loss: 0.0309647 | val_loss: 0.0312256 | Time: 2077.6 ms [2021-12-26 21:32:21 main:574] : INFO : Epoch 1654 | loss: 0.0309578 | val_loss: 0.0312704 | Time: 2061.93 ms [2021-12-26 21:32:23 main:574] : INFO : Epoch 1655 | loss: 0.0309713 | val_loss: 0.0312544 | Time: 2050.1 ms [2021-12-26 21:32:25 main:574] : INFO : Epoch 1656 | loss: 0.0309772 | val_loss: 0.0312235 | Time: 2080.49 ms [2021-12-26 21:32:27 main:574] : INFO : Epoch 1657 | loss: 0.0309794 | val_loss: 0.0312153 | Time: 2062.23 ms [2021-12-26 21:32:29 main:574] : INFO : Epoch 1658 | loss: 0.030978 | val_loss: 0.0312411 | Time: 2090.04 ms [2021-12-26 21:32:31 main:574] : INFO : Epoch 1659 | loss: 0.0309786 | val_loss: 0.0312318 | Time: 2064.88 ms [2021-12-26 21:32:34 main:574] : INFO : Epoch 1660 | loss: 0.0309734 | val_loss: 0.0312331 | Time: 2097.26 ms [2021-12-26 21:32:36 main:574] : INFO : Epoch 1661 | loss: 0.0309724 | val_loss: 0.0312359 | Time: 2054.48 ms [2021-12-26 21:32:38 main:574] : INFO : Epoch 1662 | loss: 0.0309621 | val_loss: 0.0312294 | Time: 2090.78 ms [2021-12-26 21:32:40 main:574] : INFO : Epoch 1663 | loss: 0.0309533 | val_loss: 0.0312675 | Time: 2064.37 ms [2021-12-26 21:32:42 main:574] : INFO : Epoch 1664 | loss: 0.0309569 | val_loss: 0.031247 | Time: 2067.85 ms [2021-12-26 21:32:44 main:574] : INFO : Epoch 1665 | loss: 0.0309605 | val_loss: 0.0312321 | Time: 2069.05 ms [2021-12-26 21:32:46 main:574] : INFO : Epoch 1666 | loss: 0.0309615 | val_loss: 0.0312606 | Time: 2052.08 ms [2021-12-26 21:32:49 main:574] : INFO : Epoch 1667 | loss: 0.0309644 | val_loss: 0.0312582 | Time: 2079.1 ms [2021-12-26 21:32:51 main:574] : INFO : Epoch 1668 | loss: 0.0309638 | val_loss: 0.0312357 | Time: 2067.52 ms [2021-12-26 21:32:53 main:574] : INFO : Epoch 1669 | loss: 0.0309665 | val_loss: 0.0312259 | Time: 2062.7 ms [2021-12-26 21:32:55 main:574] : INFO : Epoch 1670 | loss: 0.0309656 | val_loss: 0.0312374 | Time: 2082.89 ms [2021-12-26 21:32:57 main:574] : INFO : Epoch 1671 | loss: 0.0309712 | val_loss: 0.0312694 | Time: 2062.8 ms [2021-12-26 21:32:59 main:574] : INFO : Epoch 1672 | loss: 0.030974 | val_loss: 0.0312616 | Time: 2056.46 ms [2021-12-26 21:33:01 main:574] : INFO : Epoch 1673 | loss: 0.0309641 | val_loss: 0.0312168 | Time: 2084.07 ms [2021-12-26 21:33:03 main:574] : INFO : Epoch 1674 | loss: 0.0309858 | val_loss: 0.0312587 | Time: 2050.27 ms [2021-12-26 21:33:06 main:574] : INFO : Epoch 1675 | loss: 0.0309739 | val_loss: 0.0312179 | Time: 2074.96 ms [2021-12-26 21:33:08 main:574] : INFO : Epoch 1676 | loss: 0.0309741 | val_loss: 0.0312261 | Time: 2080.84 ms [2021-12-26 21:33:10 main:574] : INFO : Epoch 1677 | loss: 0.030965 | val_loss: 0.0312585 | Time: 2075.55 ms [2021-12-26 21:33:12 main:574] : INFO : Epoch 1678 | loss: 0.0309636 | val_loss: 0.0312498 | Time: 2074.61 ms [2021-12-26 21:33:14 main:574] : INFO : Epoch 1679 | loss: 0.0309747 | val_loss: 0.0312073 | Time: 2070.3 ms [2021-12-26 21:33:16 main:574] : INFO : Epoch 1680 | loss: 0.0309803 | val_loss: 0.0312103 | Time: 2074.51 ms [2021-12-26 21:33:19 main:574] : INFO : Epoch 1681 | loss: 0.0309676 | val_loss: 0.0312571 | Time: 2104.53 ms [2021-12-26 21:33:21 main:574] : INFO : Epoch 1682 | loss: 0.0309644 | val_loss: 0.0312614 | Time: 2072.21 ms [2021-12-26 21:33:23 main:574] : INFO : Epoch 1683 | loss: 0.0309644 | val_loss: 0.0312395 | Time: 2069.68 ms [2021-12-26 21:33:25 main:574] : INFO : Epoch 1684 | loss: 0.0309678 | val_loss: 0.0312335 | Time: 2072.64 ms [2021-12-26 21:33:27 main:574] : INFO : Epoch 1685 | loss: 0.0309747 | val_loss: 0.0312557 | Time: 2091.48 ms [2021-12-26 21:33:29 main:574] : INFO : Epoch 1686 | loss: 0.0309782 | val_loss: 0.0312264 | Time: 2062.72 ms [2021-12-26 21:33:32 main:574] : INFO : Epoch 1687 | loss: 0.0309664 | val_loss: 0.0312579 | Time: 2048.03 ms [2021-12-26 21:33:34 main:574] : INFO : Epoch 1688 | loss: 0.0309634 | val_loss: 0.0312687 | Time: 2063.7 ms [2021-12-26 21:33:36 main:574] : INFO : Epoch 1689 | loss: 0.030963 | val_loss: 0.031232 | Time: 2059.45 ms [2021-12-26 21:33:38 main:574] : INFO : Epoch 1690 | loss: 0.0309649 | val_loss: 0.0312238 | Time: 2071.4 ms [2021-12-26 21:33:40 main:574] : INFO : Epoch 1691 | loss: 0.0309707 | val_loss: 0.0312291 | Time: 2070.73 ms [2021-12-26 21:33:42 main:574] : INFO : Epoch 1692 | loss: 0.0309721 | val_loss: 0.031264 | Time: 2070.82 ms [2021-12-26 21:33:44 main:574] : INFO : Epoch 1693 | loss: 0.0309779 | val_loss: 0.0312501 | Time: 2083.66 ms [2021-12-26 21:33:47 main:574] : INFO : Epoch 1694 | loss: 0.0309596 | val_loss: 0.0312518 | Time: 2062.17 ms [2021-12-26 21:33:49 main:574] : INFO : Epoch 1695 | loss: 0.0309603 | val_loss: 0.031288 | Time: 2062.29 ms [2021-12-26 21:33:51 main:574] : INFO : Epoch 1696 | loss: 0.0309577 | val_loss: 0.0312461 | Time: 2098.17 ms [2021-12-26 21:33:53 main:574] : INFO : Epoch 1697 | loss: 0.0309609 | val_loss: 0.0312627 | Time: 2066.25 ms [2021-12-26 21:33:55 main:574] : INFO : Epoch 1698 | loss: 0.0309689 | val_loss: 0.0312588 | Time: 2068.1 ms [2021-12-26 21:33:57 main:574] : INFO : Epoch 1699 | loss: 0.030963 | val_loss: 0.0312514 | Time: 2059.58 ms [2021-12-26 21:33:59 main:574] : INFO : Epoch 1700 | loss: 0.0309657 | val_loss: 0.0312421 | Time: 2079.27 ms [2021-12-26 21:34:02 main:574] : INFO : Epoch 1701 | loss: 0.0309742 | val_loss: 0.0312152 | Time: 2055.1 ms [2021-12-26 21:34:04 main:574] : INFO : Epoch 1702 | loss: 0.0309869 | val_loss: 0.0312478 | Time: 2077.38 ms [2021-12-26 21:34:06 main:574] : INFO : Epoch 1703 | loss: 0.0309746 | val_loss: 0.0312394 | Time: 2068.56 ms [2021-12-26 21:34:08 main:574] : INFO : Epoch 1704 | loss: 0.0309837 | val_loss: 0.0312389 | Time: 2079.5 ms [2021-12-26 21:34:10 main:574] : INFO : Epoch 1705 | loss: 0.0309669 | val_loss: 0.0312359 | Time: 2062.19 ms [2021-12-26 21:34:12 main:574] : INFO : Epoch 1706 | loss: 0.0309742 | val_loss: 0.031202 | Time: 2070.91 ms [2021-12-26 21:34:14 main:574] : INFO : Epoch 1707 | loss: 0.0309798 | val_loss: 0.0312438 | Time: 2089.13 ms [2021-12-26 21:34:17 main:574] : INFO : Epoch 1708 | loss: 0.0309795 | val_loss: 0.0312303 | Time: 2060.8 ms [2021-12-26 21:34:19 main:574] : INFO : Epoch 1709 | loss: 0.0309639 | val_loss: 0.0312457 | Time: 2038.26 ms [2021-12-26 21:34:21 main:574] : INFO : Epoch 1710 | loss: 0.0309609 | val_loss: 0.031234 | Time: 2084.12 ms [2021-12-26 21:34:23 main:574] : INFO : Epoch 1711 | loss: 0.0309649 | val_loss: 0.0312563 | Time: 2041.09 ms [2021-12-26 21:34:25 main:574] : INFO : Epoch 1712 | loss: 0.0309583 | val_loss: 0.0312571 | Time: 2090.4 ms [2021-12-26 21:34:27 main:574] : INFO : Epoch 1713 | loss: 0.0309578 | val_loss: 0.0312242 | Time: 2064.09 ms [2021-12-26 21:34:29 main:574] : INFO : Epoch 1714 | loss: 0.0309676 | val_loss: 0.0312088 | Time: 2065.36 ms [2021-12-26 21:34:32 main:574] : INFO : Epoch 1715 | loss: 0.030974 | val_loss: 0.0312698 | Time: 2074.01 ms [2021-12-26 21:34:34 main:574] : INFO : Epoch 1716 | loss: 0.0309634 | val_loss: 0.0312527 | Time: 2068.25 ms [2021-12-26 21:34:36 main:574] : INFO : Epoch 1717 | loss: 0.0309605 | val_loss: 0.031226 | Time: 2077.36 ms [2021-12-26 21:34:38 main:574] : INFO : Epoch 1718 | loss: 0.0309578 | val_loss: 0.0312527 | Time: 2081.2 ms [2021-12-26 21:34:40 main:574] : INFO : Epoch 1719 | loss: 0.0309591 | val_loss: 0.0312424 | Time: 2065.87 ms [2021-12-26 21:34:42 main:574] : INFO : Epoch 1720 | loss: 0.0309621 | val_loss: 0.0312361 | Time: 2060.55 ms [2021-12-26 21:34:44 main:574] : INFO : Epoch 1721 | loss: 0.0309573 | val_loss: 0.0312611 | Time: 2067.66 ms [2021-12-26 21:34:47 main:574] : INFO : Epoch 1722 | loss: 0.0309578 | val_loss: 0.0312282 | Time: 2078.25 ms [2021-12-26 21:34:49 main:574] : INFO : Epoch 1723 | loss: 0.030963 | val_loss: 0.0312502 | Time: 2083.11 ms [2021-12-26 21:34:51 main:574] : INFO : Epoch 1724 | loss: 0.0309661 | val_loss: 0.0312373 | Time: 2053.29 ms [2021-12-26 21:34:53 main:574] : INFO : Epoch 1725 | loss: 0.0309783 | val_loss: 0.0312412 | Time: 2089.75 ms [2021-12-26 21:34:55 main:574] : INFO : Epoch 1726 | loss: 0.0309698 | val_loss: 0.0312236 | Time: 2093.95 ms [2021-12-26 21:34:57 main:574] : INFO : Epoch 1727 | loss: 0.0309653 | val_loss: 0.0312669 | Time: 2063.93 ms [2021-12-26 21:35:00 main:574] : INFO : Epoch 1728 | loss: 0.0309655 | val_loss: 0.0312533 | Time: 2078.06 ms [2021-12-26 21:35:02 main:574] : INFO : Epoch 1729 | loss: 0.0309706 | val_loss: 0.0312241 | Time: 2081.11 ms [2021-12-26 21:35:04 main:574] : INFO : Epoch 1730 | loss: 0.0309683 | val_loss: 0.0312639 | Time: 2074.19 ms [2021-12-26 21:35:06 main:574] : INFO : Epoch 1731 | loss: 0.03097 | val_loss: 0.0312512 | Time: 2049.53 ms [2021-12-26 21:35:08 main:574] : INFO : Epoch 1732 | loss: 0.0309764 | val_loss: 0.0312884 | Time: 2056.75 ms [2021-12-26 21:35:10 main:574] : INFO : Epoch 1733 | loss: 0.0310806 | val_loss: 0.031188 | Time: 2048.46 ms [2021-12-26 21:35:12 main:574] : INFO : Epoch 1734 | loss: 0.0310599 | val_loss: 0.0311777 | Time: 2070.57 ms [2021-12-26 21:35:14 main:574] : INFO : Epoch 1735 | loss: 0.0310264 | val_loss: 0.0311996 | Time: 2076.4 ms [2021-12-26 21:35:17 main:574] : INFO : Epoch 1736 | loss: 0.0309955 | val_loss: 0.0312143 | Time: 2047.84 ms [2021-12-26 21:35:19 main:574] : INFO : Epoch 1737 | loss: 0.0309755 | val_loss: 0.0312234 | Time: 2059.22 ms [2021-12-26 21:35:21 main:574] : INFO : Epoch 1738 | loss: 0.0309717 | val_loss: 0.031245 | Time: 2071.45 ms [2021-12-26 21:35:23 main:574] : INFO : Epoch 1739 | loss: 0.030964 | val_loss: 0.0312378 | Time: 2078.61 ms [2021-12-26 21:35:25 main:574] : INFO : Epoch 1740 | loss: 0.0309672 | val_loss: 0.0312434 | Time: 2104.96 ms [2021-12-26 21:35:27 main:574] : INFO : Epoch 1741 | loss: 0.0309607 | val_loss: 0.031231 | Time: 2062.47 ms [2021-12-26 21:35:30 main:574] : INFO : Epoch 1742 | loss: 0.0309588 | val_loss: 0.0312282 | Time: 2088.78 ms [2021-12-26 21:35:32 main:574] : INFO : Epoch 1743 | loss: 0.0309671 | val_loss: 0.0312447 | Time: 2065.53 ms [2021-12-26 21:35:34 main:574] : INFO : Epoch 1744 | loss: 0.0309684 | val_loss: 0.0312473 | Time: 2073.68 ms [2021-12-26 21:35:36 main:574] : INFO : Epoch 1745 | loss: 0.0309912 | val_loss: 0.0312141 | Time: 2040.19 ms [2021-12-26 21:35:38 main:574] : INFO : Epoch 1746 | loss: 0.0309701 | val_loss: 0.0312757 | Time: 2072.7 ms [2021-12-26 21:35:40 main:574] : INFO : Epoch 1747 | loss: 0.0309765 | val_loss: 0.0312299 | Time: 2069.64 ms [2021-12-26 21:35:42 main:574] : INFO : Epoch 1748 | loss: 0.0309677 | val_loss: 0.0312616 | Time: 2057.99 ms [2021-12-26 21:35:45 main:574] : INFO : Epoch 1749 | loss: 0.0309577 | val_loss: 0.0312443 | Time: 2076.28 ms [2021-12-26 21:35:47 main:574] : INFO : Epoch 1750 | loss: 0.0309554 | val_loss: 0.03123 | Time: 2080.7 ms [2021-12-26 21:35:49 main:574] : INFO : Epoch 1751 | loss: 0.0309601 | val_loss: 0.0312547 | Time: 2066.26 ms [2021-12-26 21:35:51 main:574] : INFO : Epoch 1752 | loss: 0.0309615 | val_loss: 0.031273 | Time: 2068.4 ms [2021-12-26 21:35:53 main:574] : INFO : Epoch 1753 | loss: 0.0309777 | val_loss: 0.0312249 | Time: 2092.81 ms [2021-12-26 21:35:55 main:574] : INFO : Epoch 1754 | loss: 0.0309665 | val_loss: 0.0312325 | Time: 2089.54 ms [2021-12-26 21:35:57 main:574] : INFO : Epoch 1755 | loss: 0.0309673 | val_loss: 0.0312448 | Time: 2057.49 ms [2021-12-26 21:36:00 main:574] : INFO : Epoch 1756 | loss: 0.0309652 | val_loss: 0.0312405 | Time: 2069.57 ms [2021-12-26 21:36:02 main:574] : INFO : Epoch 1757 | loss: 0.0309598 | val_loss: 0.0312773 | Time: 2081.33 ms [2021-12-26 21:36:04 main:574] : INFO : Epoch 1758 | loss: 0.0309577 | val_loss: 0.0312607 | Time: 2070.25 ms [2021-12-26 21:36:06 main:574] : INFO : Epoch 1759 | loss: 0.0309613 | val_loss: 0.0312451 | Time: 2182.11 ms [2021-12-26 21:36:08 main:574] : INFO : Epoch 1760 | loss: 0.0309634 | val_loss: 0.0312311 | Time: 2047.11 ms [2021-12-26 21:36:10 main:574] : INFO : Epoch 1761 | loss: 0.0309653 | val_loss: 0.0312453 | Time: 2046.25 ms [2021-12-26 21:36:13 main:574] : INFO : Epoch 1762 | loss: 0.0309606 | val_loss: 0.0312596 | Time: 2424.39 ms [2021-12-26 21:36:15 main:574] : INFO : Epoch 1763 | loss: 0.0309649 | val_loss: 0.0312353 | Time: 2071.8 ms [2021-12-26 21:36:17 main:574] : INFO : Epoch 1764 | loss: 0.0309785 | val_loss: 0.0312475 | Time: 2107.94 ms [2021-12-26 21:36:19 main:574] : INFO : Epoch 1765 | loss: 0.0309687 | val_loss: 0.0312635 | Time: 2092.26 ms [2021-12-26 21:36:22 main:574] : INFO : Epoch 1766 | loss: 0.0309685 | val_loss: 0.031262 | Time: 2210.43 ms [2021-12-26 21:36:24 main:574] : INFO : Epoch 1767 | loss: 0.0309737 | val_loss: 0.0312338 | Time: 2090.56 ms [2021-12-26 21:36:26 main:574] : INFO : Epoch 1768 | loss: 0.0309817 | val_loss: 0.0312355 | Time: 2136.19 ms [2021-12-26 21:36:28 main:574] : INFO : Epoch 1769 | loss: 0.0309766 | val_loss: 0.0312478 | Time: 2145.26 ms [2021-12-26 21:36:30 main:574] : INFO : Epoch 1770 | loss: 0.0309608 | val_loss: 0.0312679 | Time: 2038.36 ms [2021-12-26 21:36:33 main:574] : INFO : Epoch 1771 | loss: 0.0309593 | val_loss: 0.0312597 | Time: 2170.49 ms [2021-12-26 21:36:35 main:574] : INFO : Epoch 1772 | loss: 0.03097 | val_loss: 0.0312233 | Time: 2129.36 ms [2021-12-26 21:36:37 main:574] : INFO : Epoch 1773 | loss: 0.030963 | val_loss: 0.0312188 | Time: 2083.61 ms [2021-12-26 21:36:39 main:574] : INFO : Epoch 1774 | loss: 0.0309691 | val_loss: 0.0312721 | Time: 2071.94 ms [2021-12-26 21:36:41 main:574] : INFO : Epoch 1775 | loss: 0.0310323 | val_loss: 0.0311827 | Time: 2077.6 ms [2021-12-26 21:36:43 main:574] : INFO : Epoch 1776 | loss: 0.0311023 | val_loss: 0.0311827 | Time: 2076.24 ms [2021-12-26 21:36:46 main:574] : INFO : Epoch 1777 | loss: 0.0310626 | val_loss: 0.0311892 | Time: 2107.59 ms [2021-12-26 21:36:48 main:574] : INFO : Epoch 1778 | loss: 0.0310319 | val_loss: 0.0311936 | Time: 2049.11 ms [2021-12-26 21:36:50 main:574] : INFO : Epoch 1779 | loss: 0.0310042 | val_loss: 0.031223 | Time: 2121.58 ms [2021-12-26 21:36:52 main:574] : INFO : Epoch 1780 | loss: 0.0309844 | val_loss: 0.0312386 | Time: 2079.22 ms [2021-12-26 21:36:54 main:574] : INFO : Epoch 1781 | loss: 0.0309794 | val_loss: 0.0312372 | Time: 2158.62 ms [2021-12-26 21:36:57 main:574] : INFO : Epoch 1782 | loss: 0.0309719 | val_loss: 0.0312185 | Time: 2183.95 ms [2021-12-26 21:36:59 main:574] : INFO : Epoch 1783 | loss: 0.0309783 | val_loss: 0.0312317 | Time: 2219.78 ms [2021-12-26 21:37:01 main:574] : INFO : Epoch 1784 | loss: 0.0309707 | val_loss: 0.0312484 | Time: 2296.99 ms [2021-12-26 21:37:03 main:574] : INFO : Epoch 1785 | loss: 0.0309632 | val_loss: 0.0312634 | Time: 2102.11 ms [2021-12-26 21:37:06 main:574] : INFO : Epoch 1786 | loss: 0.0309606 | val_loss: 0.0312428 | Time: 2139.94 ms [2021-12-26 21:37:08 main:574] : INFO : Epoch 1787 | loss: 0.030959 | val_loss: 0.0312297 | Time: 2109.01 ms [2021-12-26 21:37:10 main:574] : INFO : Epoch 1788 | loss: 0.0309866 | val_loss: 0.0312367 | Time: 2154.9 ms [2021-12-26 21:37:12 main:574] : INFO : Epoch 1789 | loss: 0.030985 | val_loss: 0.031213 | Time: 2059.94 ms [2021-12-26 21:37:14 main:574] : INFO : Epoch 1790 | loss: 0.0309747 | val_loss: 0.0312223 | Time: 2062.44 ms [2021-12-26 21:37:17 main:574] : INFO : Epoch 1791 | loss: 0.0310514 | val_loss: 0.0311813 | Time: 2091.55 ms [2021-12-26 21:37:19 main:574] : INFO : Epoch 1792 | loss: 0.0311141 | val_loss: 0.0311851 | Time: 2089.21 ms [2021-12-26 21:37:21 main:574] : INFO : Epoch 1793 | loss: 0.0310867 | val_loss: 0.0311875 | Time: 2056.69 ms [2021-12-26 21:37:23 main:574] : INFO : Epoch 1794 | loss: 0.0310577 | val_loss: 0.0311924 | Time: 2064.29 ms [2021-12-26 21:37:25 main:574] : INFO : Epoch 1795 | loss: 0.0310323 | val_loss: 0.0311854 | Time: 2048.69 ms [2021-12-26 21:37:27 main:574] : INFO : Epoch 1796 | loss: 0.0310085 | val_loss: 0.0312131 | Time: 2034.98 ms [2021-12-26 21:37:29 main:574] : INFO : Epoch 1797 | loss: 0.0309965 | val_loss: 0.0312328 | Time: 2049.77 ms [2021-12-26 21:37:31 main:574] : INFO : Epoch 1798 | loss: 0.0309822 | val_loss: 0.0312069 | Time: 2042.72 ms [2021-12-26 21:37:34 main:574] : INFO : Epoch 1799 | loss: 0.0309748 | val_loss: 0.031242 | Time: 2047.84 ms [2021-12-26 21:37:36 main:574] : INFO : Epoch 1800 | loss: 0.0309702 | val_loss: 0.0312321 | Time: 2042.44 ms [2021-12-26 21:37:38 main:574] : INFO : Epoch 1801 | loss: 0.030974 | val_loss: 0.0312083 | Time: 2064.89 ms [2021-12-26 21:37:40 main:574] : INFO : Epoch 1802 | loss: 0.0309756 | val_loss: 0.0312286 | Time: 2091.88 ms [2021-12-26 21:37:42 main:574] : INFO : Epoch 1803 | loss: 0.0309731 | val_loss: 0.0312473 | Time: 2062.05 ms [2021-12-26 21:37:44 main:574] : INFO : Epoch 1804 | loss: 0.0309816 | val_loss: 0.0312119 | Time: 2225.87 ms [2021-12-26 21:37:47 main:574] : INFO : Epoch 1805 | loss: 0.0309841 | val_loss: 0.031265 | Time: 2177.92 ms [2021-12-26 21:37:49 main:574] : INFO : Epoch 1806 | loss: 0.0309707 | val_loss: 0.0312287 | Time: 2215.09 ms [2021-12-26 21:37:51 main:574] : INFO : Epoch 1807 | loss: 0.0309636 | val_loss: 0.0312625 | Time: 2152.16 ms [2021-12-26 21:37:53 main:574] : INFO : Epoch 1808 | loss: 0.0309754 | val_loss: 0.0312352 | Time: 2235.06 ms [2021-12-26 21:37:56 main:574] : INFO : Epoch 1809 | loss: 0.0309744 | val_loss: 0.0312287 | Time: 2085.36 ms [2021-12-26 21:37:58 main:574] : INFO : Epoch 1810 | loss: 0.0309606 | val_loss: 0.0312438 | Time: 2028.71 ms [2021-12-26 21:38:00 main:574] : INFO : Epoch 1811 | loss: 0.030971 | val_loss: 0.0312288 | Time: 2054.19 ms [2021-12-26 21:38:02 main:574] : INFO : Epoch 1812 | loss: 0.0309665 | val_loss: 0.0312477 | Time: 2068.19 ms [2021-12-26 21:38:04 main:574] : INFO : Epoch 1813 | loss: 0.0309706 | val_loss: 0.0312326 | Time: 2038.08 ms [2021-12-26 21:38:06 main:574] : INFO : Epoch 1814 | loss: 0.0309615 | val_loss: 0.0312283 | Time: 2037.85 ms [2021-12-26 21:38:08 main:574] : INFO : Epoch 1815 | loss: 0.0309651 | val_loss: 0.031242 | Time: 2061.12 ms [2021-12-26 21:38:11 main:574] : INFO : Epoch 1816 | loss: 0.030961 | val_loss: 0.0312505 | Time: 2051.54 ms [2021-12-26 21:38:13 main:574] : INFO : Epoch 1817 | loss: 0.0309623 | val_loss: 0.0312578 | Time: 2052.95 ms [2021-12-26 21:38:15 main:574] : INFO : Epoch 1818 | loss: 0.0309601 | val_loss: 0.0312428 | Time: 2055.14 ms [2021-12-26 21:38:17 main:574] : INFO : Epoch 1819 | loss: 0.0309591 | val_loss: 0.0312525 | Time: 2043.19 ms [2021-12-26 21:38:19 main:574] : INFO : Epoch 1820 | loss: 0.0309712 | val_loss: 0.0312233 | Time: 2058.09 ms [2021-12-26 21:38:21 main:574] : INFO : Epoch 1821 | loss: 0.0309774 | val_loss: 0.0312177 | Time: 2043.09 ms [2021-12-26 21:38:23 main:574] : INFO : Epoch 1822 | loss: 0.0309667 | val_loss: 0.0312459 | Time: 2042.35 ms [2021-12-26 21:38:25 main:574] : INFO : Epoch 1823 | loss: 0.030971 | val_loss: 0.0312439 | Time: 2049.55 ms [2021-12-26 21:38:28 main:574] : INFO : Epoch 1824 | loss: 0.0309686 | val_loss: 0.0312299 | Time: 2045.03 ms [2021-12-26 21:38:30 main:574] : INFO : Epoch 1825 | loss: 0.0309696 | val_loss: 0.0312518 | Time: 2079.34 ms [2021-12-26 21:38:32 main:574] : INFO : Epoch 1826 | loss: 0.0309635 | val_loss: 0.0312588 | Time: 2051.21 ms [2021-12-26 21:38:34 main:574] : INFO : Epoch 1827 | loss: 0.0309641 | val_loss: 0.0312399 | Time: 2062.57 ms [2021-12-26 21:38:36 main:574] : INFO : Epoch 1828 | loss: 0.0309638 | val_loss: 0.0312444 | Time: 2057.49 ms [2021-12-26 21:38:38 main:574] : INFO : Epoch 1829 | loss: 0.0309608 | val_loss: 0.031246 | Time: 2043.25 ms [2021-12-26 21:38:40 main:574] : INFO : Epoch 1830 | loss: 0.0309661 | val_loss: 0.0312326 | Time: 2077.94 ms [2021-12-26 21:38:43 main:574] : INFO : Epoch 1831 | loss: 0.0309903 | val_loss: 0.0312769 | Time: 2040.85 ms [2021-12-26 21:38:45 main:574] : INFO : Epoch 1832 | loss: 0.0310321 | val_loss: 0.0312292 | Time: 2041.95 ms [2021-12-26 21:38:47 main:574] : INFO : Epoch 1833 | loss: 0.0310425 | val_loss: 0.031341 | Time: 2053.82 ms [2021-12-26 21:38:49 main:574] : INFO : Epoch 1834 | loss: 0.0310145 | val_loss: 0.0313088 | Time: 2040.05 ms [2021-12-26 21:38:51 main:574] : INFO : Epoch 1835 | loss: 0.030971 | val_loss: 0.0312352 | Time: 2054.01 ms [2021-12-26 21:38:53 main:574] : INFO : Epoch 1836 | loss: 0.0309692 | val_loss: 0.0312308 | Time: 2036.64 ms [2021-12-26 21:38:55 main:574] : INFO : Epoch 1837 | loss: 0.0309634 | val_loss: 0.0312566 | Time: 2053.29 ms [2021-12-26 21:38:57 main:574] : INFO : Epoch 1838 | loss: 0.0309673 | val_loss: 0.0312256 | Time: 2060.61 ms [2021-12-26 21:39:00 main:574] : INFO : Epoch 1839 | loss: 0.0309595 | val_loss: 0.0312391 | Time: 2050.98 ms [2021-12-26 21:39:02 main:574] : INFO : Epoch 1840 | loss: 0.0309742 | val_loss: 0.0312507 | Time: 2059.48 ms [2021-12-26 21:39:04 main:574] : INFO : Epoch 1841 | loss: 0.0309741 | val_loss: 0.0312534 | Time: 2044.61 ms [2021-12-26 21:39:06 main:574] : INFO : Epoch 1842 | loss: 0.0309782 | val_loss: 0.0312041 | Time: 2028.74 ms [2021-12-26 21:39:08 main:574] : INFO : Epoch 1843 | loss: 0.0309857 | val_loss: 0.0312498 | Time: 2033.78 ms [2021-12-26 21:39:10 main:574] : INFO : Epoch 1844 | loss: 0.0309807 | val_loss: 0.031209 | Time: 2031.48 ms [2021-12-26 21:39:12 main:574] : INFO : Epoch 1845 | loss: 0.0309956 | val_loss: 0.0312384 | Time: 2028.37 ms [2021-12-26 21:39:14 main:574] : INFO : Epoch 1846 | loss: 0.0309949 | val_loss: 0.0312403 | Time: 2055.25 ms [2021-12-26 21:39:16 main:574] : INFO : Epoch 1847 | loss: 0.0309724 | val_loss: 0.03123 | Time: 2043.3 ms [2021-12-26 21:39:19 main:574] : INFO : Epoch 1848 | loss: 0.0309652 | val_loss: 0.0312497 | Time: 2056.93 ms [2021-12-26 21:39:21 main:574] : INFO : Epoch 1849 | loss: 0.0309654 | val_loss: 0.0312382 | Time: 2070.02 ms [2021-12-26 21:39:23 main:574] : INFO : Epoch 1850 | loss: 0.0309758 | val_loss: 0.0312297 | Time: 2061.63 ms [2021-12-26 21:39:25 main:574] : INFO : Epoch 1851 | loss: 0.03097 | val_loss: 0.0312363 | Time: 2059.89 ms [2021-12-26 21:39:27 main:574] : INFO : Epoch 1852 | loss: 0.0309685 | val_loss: 0.0312378 | Time: 2051.38 ms [2021-12-26 21:39:29 main:574] : INFO : Epoch 1853 | loss: 0.0309744 | val_loss: 0.0312153 | Time: 2040.54 ms [2021-12-26 21:39:31 main:574] : INFO : Epoch 1854 | loss: 0.0309815 | val_loss: 0.031233 | Time: 2056.22 ms [2021-12-26 21:39:33 main:574] : INFO : Epoch 1855 | loss: 0.0310905 | val_loss: 0.0311906 | Time: 2037.42 ms [2021-12-26 21:39:36 main:574] : INFO : Epoch 1856 | loss: 0.0310491 | val_loss: 0.0312012 | Time: 2049.85 ms [2021-12-26 21:39:38 main:574] : INFO : Epoch 1857 | loss: 0.031007 | val_loss: 0.0312225 | Time: 2034.62 ms [2021-12-26 21:39:40 main:574] : INFO : Epoch 1858 | loss: 0.0309824 | val_loss: 0.0312198 | Time: 2032.23 ms [2021-12-26 21:39:42 main:574] : INFO : Epoch 1859 | loss: 0.0309815 | val_loss: 0.0312119 | Time: 2042.28 ms [2021-12-26 21:39:44 main:574] : INFO : Epoch 1860 | loss: 0.0309876 | val_loss: 0.0312322 | Time: 2045.36 ms [2021-12-26 21:39:46 main:574] : INFO : Epoch 1861 | loss: 0.030973 | val_loss: 0.0312399 | Time: 2043.43 ms [2021-12-26 21:39:48 main:574] : INFO : Epoch 1862 | loss: 0.0309662 | val_loss: 0.0312077 | Time: 2035.79 ms [2021-12-26 21:39:50 main:574] : INFO : Epoch 1863 | loss: 0.0309698 | val_loss: 0.0312612 | Time: 2053.04 ms [2021-12-26 21:39:53 main:574] : INFO : Epoch 1864 | loss: 0.0309745 | val_loss: 0.0312266 | Time: 2040.38 ms [2021-12-26 21:39:55 main:574] : INFO : Epoch 1865 | loss: 0.0309668 | val_loss: 0.0312231 | Time: 2039.02 ms [2021-12-26 21:39:57 main:574] : INFO : Epoch 1866 | loss: 0.030977 | val_loss: 0.0312466 | Time: 2068.57 ms [2021-12-26 21:39:59 main:574] : INFO : Epoch 1867 | loss: 0.0309841 | val_loss: 0.0312201 | Time: 2049.98 ms [2021-12-26 21:40:01 main:574] : INFO : Epoch 1868 | loss: 0.0309734 | val_loss: 0.03123 | Time: 2054.15 ms [2021-12-26 21:40:03 main:574] : INFO : Epoch 1869 | loss: 0.0309633 | val_loss: 0.0312494 | Time: 2042.39 ms [2021-12-26 21:40:05 main:574] : INFO : Epoch 1870 | loss: 0.0309641 | val_loss: 0.0312226 | Time: 2052.6 ms [2021-12-26 21:40:07 main:574] : INFO : Epoch 1871 | loss: 0.0309584 | val_loss: 0.0312484 | Time: 2047.43 ms [2021-12-26 21:40:10 main:574] : INFO : Epoch 1872 | loss: 0.030954 | val_loss: 0.0312388 | Time: 2054.27 ms [2021-12-26 21:40:12 main:574] : INFO : Epoch 1873 | loss: 0.0309687 | val_loss: 0.0312104 | Time: 2045.07 ms [2021-12-26 21:40:14 main:574] : INFO : Epoch 1874 | loss: 0.0309788 | val_loss: 0.0312349 | Time: 2040.78 ms [2021-12-26 21:40:16 main:574] : INFO : Epoch 1875 | loss: 0.0309658 | val_loss: 0.0312599 | Time: 2046.13 ms [2021-12-26 21:40:18 main:574] : INFO : Epoch 1876 | loss: 0.0309703 | val_loss: 0.0312378 | Time: 2030.54 ms [2021-12-26 21:40:20 main:574] : INFO : Epoch 1877 | loss: 0.0309666 | val_loss: 0.0312158 | Time: 2049.93 ms [2021-12-26 21:40:22 main:574] : INFO : Epoch 1878 | loss: 0.030971 | val_loss: 0.0312298 | Time: 2055.13 ms [2021-12-26 21:40:24 main:574] : INFO : Epoch 1879 | loss: 0.0309616 | val_loss: 0.0312433 | Time: 2054.58 ms [2021-12-26 21:40:26 main:574] : INFO : Epoch 1880 | loss: 0.0309592 | val_loss: 0.0312663 | Time: 2038.92 ms [2021-12-26 21:40:28 main:574] : INFO : Epoch 1881 | loss: 0.0309602 | val_loss: 0.0312461 | Time: 2043.76 ms [2021-12-26 21:40:31 main:574] : INFO : Epoch 1882 | loss: 0.0309541 | val_loss: 0.0312488 | Time: 2047.59 ms [2021-12-26 21:40:33 main:574] : INFO : Epoch 1883 | loss: 0.0309537 | val_loss: 0.0312454 | Time: 2052.17 ms [2021-12-26 21:40:35 main:574] : INFO : Epoch 1884 | loss: 0.0309732 | val_loss: 0.0312194 | Time: 2049.15 ms [2021-12-26 21:40:37 main:574] : INFO : Epoch 1885 | loss: 0.0309808 | val_loss: 0.0312217 | Time: 2063.25 ms [2021-12-26 21:40:39 main:574] : INFO : Epoch 1886 | loss: 0.0309736 | val_loss: 0.031252 | Time: 2051.6 ms [2021-12-26 21:40:41 main:574] : INFO : Epoch 1887 | loss: 0.030961 | val_loss: 0.0312299 | Time: 2047.06 ms [2021-12-26 21:40:43 main:574] : INFO : Epoch 1888 | loss: 0.0309652 | val_loss: 0.0312365 | Time: 2061.51 ms [2021-12-26 21:40:46 main:574] : INFO : Epoch 1889 | loss: 0.0309695 | val_loss: 0.0312144 | Time: 2055.82 ms [2021-12-26 21:40:48 main:574] : INFO : Epoch 1890 | loss: 0.0309643 | val_loss: 0.0312518 | Time: 2047.64 ms [2021-12-26 21:40:50 main:574] : INFO : Epoch 1891 | loss: 0.030956 | val_loss: 0.0312404 | Time: 2027.73 ms [2021-12-26 21:40:52 main:574] : INFO : Epoch 1892 | loss: 0.0309577 | val_loss: 0.031244 | Time: 2043.6 ms [2021-12-26 21:40:54 main:574] : INFO : Epoch 1893 | loss: 0.0309749 | val_loss: 0.0312452 | Time: 2041.6 ms [2021-12-26 21:40:56 main:574] : INFO : Epoch 1894 | loss: 0.0309749 | val_loss: 0.0312254 | Time: 2039.68 ms [2021-12-26 21:40:58 main:574] : INFO : Epoch 1895 | loss: 0.0309669 | val_loss: 0.0312317 | Time: 2052.36 ms [2021-12-26 21:41:00 main:574] : INFO : Epoch 1896 | loss: 0.0309646 | val_loss: 0.0312473 | Time: 2046.33 ms [2021-12-26 21:41:02 main:574] : INFO : Epoch 1897 | loss: 0.0309626 | val_loss: 0.0312637 | Time: 2049.12 ms [2021-12-26 21:41:05 main:574] : INFO : Epoch 1898 | loss: 0.0309607 | val_loss: 0.0312657 | Time: 2047.06 ms [2021-12-26 21:41:07 main:574] : INFO : Epoch 1899 | loss: 0.0309706 | val_loss: 0.0312173 | Time: 2052.51 ms [2021-12-26 21:41:09 main:574] : INFO : Epoch 1900 | loss: 0.0309804 | val_loss: 0.0312412 | Time: 2040.46 ms [2021-12-26 21:41:11 main:574] : INFO : Epoch 1901 | loss: 0.0309844 | val_loss: 0.0312553 | Time: 2059.36 ms [2021-12-26 21:41:13 main:574] : INFO : Epoch 1902 | loss: 0.0309711 | val_loss: 0.0312388 | Time: 2050.35 ms [2021-12-26 21:41:15 main:574] : INFO : Epoch 1903 | loss: 0.0309609 | val_loss: 0.031238 | Time: 2090.03 ms [2021-12-26 21:41:17 main:574] : INFO : Epoch 1904 | loss: 0.0309595 | val_loss: 0.0312302 | Time: 2024.76 ms [2021-12-26 21:41:19 main:574] : INFO : Epoch 1905 | loss: 0.0309718 | val_loss: 0.0312573 | Time: 2017.18 ms [2021-12-26 21:41:22 main:574] : INFO : Epoch 1906 | loss: 0.0309687 | val_loss: 0.0312475 | Time: 2055.83 ms [2021-12-26 21:41:24 main:574] : INFO : Epoch 1907 | loss: 0.0309667 | val_loss: 0.0312585 | Time: 2040.78 ms [2021-12-26 21:41:26 main:574] : INFO : Epoch 1908 | loss: 0.0309599 | val_loss: 0.031254 | Time: 2031.88 ms [2021-12-26 21:41:28 main:574] : INFO : Epoch 1909 | loss: 0.0309569 | val_loss: 0.0312414 | Time: 2059.28 ms [2021-12-26 21:41:30 main:574] : INFO : Epoch 1910 | loss: 0.030965 | val_loss: 0.0312586 | Time: 2056.65 ms [2021-12-26 21:41:32 main:574] : INFO : Epoch 1911 | loss: 0.0309762 | val_loss: 0.03122 | Time: 2042.04 ms [2021-12-26 21:41:34 main:574] : INFO : Epoch 1912 | loss: 0.0309764 | val_loss: 0.0312261 | Time: 2076.13 ms [2021-12-26 21:41:36 main:574] : INFO : Epoch 1913 | loss: 0.0309715 | val_loss: 0.0312458 | Time: 2057.37 ms [2021-12-26 21:41:39 main:574] : INFO : Epoch 1914 | loss: 0.0309665 | val_loss: 0.0312282 | Time: 2075.48 ms [2021-12-26 21:41:41 main:574] : INFO : Epoch 1915 | loss: 0.0309732 | val_loss: 0.0312866 | Time: 2026.73 ms [2021-12-26 21:41:43 main:574] : INFO : Epoch 1916 | loss: 0.0309555 | val_loss: 0.0312463 | Time: 2055.64 ms [2021-12-26 21:41:45 main:574] : INFO : Epoch 1917 | loss: 0.0309673 | val_loss: 0.0312398 | Time: 2052.49 ms [2021-12-26 21:41:47 main:574] : INFO : Epoch 1918 | loss: 0.0309744 | val_loss: 0.0312249 | Time: 2071.52 ms [2021-12-26 21:41:49 main:574] : INFO : Epoch 1919 | loss: 0.0309611 | val_loss: 0.031235 | Time: 2039.85 ms [2021-12-26 21:41:51 main:574] : INFO : Epoch 1920 | loss: 0.0309597 | val_loss: 0.0312868 | Time: 2052.63 ms [2021-12-26 21:41:53 main:574] : INFO : Epoch 1921 | loss: 0.0309809 | val_loss: 0.031213 | Time: 2028.58 ms [2021-12-26 21:41:55 main:574] : INFO : Epoch 1922 | loss: 0.0309911 | val_loss: 0.031219 | Time: 2029.2 ms [2021-12-26 21:41:58 main:574] : INFO : Epoch 1923 | loss: 0.0309768 | val_loss: 0.0312513 | Time: 2134.05 ms [2021-12-26 21:42:00 main:574] : INFO : Epoch 1924 | loss: 0.0309584 | val_loss: 0.0312391 | Time: 2047.96 ms [2021-12-26 21:42:02 main:574] : INFO : Epoch 1925 | loss: 0.0309528 | val_loss: 0.0312607 | Time: 2035.31 ms [2021-12-26 21:42:04 main:574] : INFO : Epoch 1926 | loss: 0.0309628 | val_loss: 0.031264 | Time: 2039.97 ms [2021-12-26 21:42:06 main:574] : INFO : Epoch 1927 | loss: 0.0309637 | val_loss: 0.0312514 | Time: 2035.79 ms [2021-12-26 21:42:08 main:574] : INFO : Epoch 1928 | loss: 0.0309786 | val_loss: 0.0312089 | Time: 2064.9 ms [2021-12-26 21:42:10 main:574] : INFO : Epoch 1929 | loss: 0.0309722 | val_loss: 0.0312653 | Time: 2052.04 ms [2021-12-26 21:42:13 main:574] : INFO : Epoch 1930 | loss: 0.03096 | val_loss: 0.0312468 | Time: 2051.54 ms [2021-12-26 21:42:15 main:574] : INFO : Epoch 1931 | loss: 0.0309594 | val_loss: 0.031246 | Time: 2057.72 ms [2021-12-26 21:42:17 main:574] : INFO : Epoch 1932 | loss: 0.0309648 | val_loss: 0.0312218 | Time: 2045.33 ms [2021-12-26 21:42:19 main:574] : INFO : Epoch 1933 | loss: 0.0309638 | val_loss: 0.0312266 | Time: 2049 ms [2021-12-26 21:42:21 main:574] : INFO : Epoch 1934 | loss: 0.0309734 | val_loss: 0.0312771 | Time: 2046.95 ms [2021-12-26 21:42:23 main:574] : INFO : Epoch 1935 | loss: 0.0309615 | val_loss: 0.0312322 | Time: 2066.46 ms [2021-12-26 21:42:25 main:574] : INFO : Epoch 1936 | loss: 0.0309583 | val_loss: 0.0312369 | Time: 2029.6 ms [2021-12-26 21:42:27 main:574] : INFO : Epoch 1937 | loss: 0.0309672 | val_loss: 0.0312505 | Time: 2043.41 ms [2021-12-26 21:42:30 main:574] : INFO : Epoch 1938 | loss: 0.0309719 | val_loss: 0.0312477 | Time: 2054.45 ms [2021-12-26 21:42:32 main:574] : INFO : Epoch 1939 | loss: 0.0309638 | val_loss: 0.0312513 | Time: 2078.6 ms [2021-12-26 21:42:34 main:574] : INFO : Epoch 1940 | loss: 0.0309608 | val_loss: 0.0312453 | Time: 2050.6 ms [2021-12-26 21:42:36 main:574] : INFO : Epoch 1941 | loss: 0.0309611 | val_loss: 0.0312476 | Time: 2048.06 ms [2021-12-26 21:42:38 main:574] : INFO : Epoch 1942 | loss: 0.0309615 | val_loss: 0.0312491 | Time: 2051.54 ms [2021-12-26 21:42:40 main:574] : INFO : Epoch 1943 | loss: 0.0309673 | val_loss: 0.0312395 | Time: 2041.88 ms [2021-12-26 21:42:43 main:574] : INFO : Epoch 1944 | loss: 0.0309673 | val_loss: 0.031254 | Time: 2065.69 ms [2021-12-26 21:42:45 main:574] : INFO : Epoch 1945 | loss: 0.0309639 | val_loss: 0.0312435 | Time: 2100.41 ms [2021-12-26 21:42:47 main:574] : INFO : Epoch 1946 | loss: 0.0309553 | val_loss: 0.0312432 | Time: 2146.53 ms [2021-12-26 21:42:49 main:574] : INFO : Epoch 1947 | loss: 0.0309584 | val_loss: 0.0312318 | Time: 2113.82 ms [2021-12-26 21:42:52 main:574] : INFO : Epoch 1948 | loss: 0.0309696 | val_loss: 0.0312469 | Time: 2116.62 ms [2021-12-26 21:42:54 main:574] : INFO : Epoch 1949 | loss: 0.0309696 | val_loss: 0.031228 | Time: 2095.97 ms [2021-12-26 21:42:56 main:574] : INFO : Epoch 1950 | loss: 0.0309628 | val_loss: 0.031248 | Time: 2115.72 ms [2021-12-26 21:42:58 main:574] : INFO : Epoch 1951 | loss: 0.0309631 | val_loss: 0.0312395 | Time: 2073.9 ms [2021-12-26 21:43:00 main:574] : INFO : Epoch 1952 | loss: 0.030962 | val_loss: 0.0312589 | Time: 2073.91 ms [2021-12-26 21:43:02 main:574] : INFO : Epoch 1953 | loss: 0.0309674 | val_loss: 0.0312501 | Time: 2073.45 ms [2021-12-26 21:43:05 main:574] : INFO : Epoch 1954 | loss: 0.0309607 | val_loss: 0.0312441 | Time: 2059.6 ms [2021-12-26 21:43:07 main:574] : INFO : Epoch 1955 | loss: 0.0309696 | val_loss: 0.0312372 | Time: 2087.07 ms [2021-12-26 21:43:09 main:574] : INFO : Epoch 1956 | loss: 0.0309632 | val_loss: 0.0312549 | Time: 2209.81 ms [2021-12-26 21:43:11 main:574] : INFO : Epoch 1957 | loss: 0.0309648 | val_loss: 0.0312564 | Time: 2172.65 ms [2021-12-26 21:43:13 main:574] : INFO : Epoch 1958 | loss: 0.0309652 | val_loss: 0.0312567 | Time: 2152.46 ms [2021-12-26 21:43:16 main:574] : INFO : Epoch 1959 | loss: 0.030961 | val_loss: 0.0312527 | Time: 2220.7 ms [2021-12-26 21:43:18 main:574] : INFO : Epoch 1960 | loss: 0.0309593 | val_loss: 0.0312643 | Time: 2109.98 ms [2021-12-26 21:43:20 main:574] : INFO : Epoch 1961 | loss: 0.0309576 | val_loss: 0.0312616 | Time: 2173.42 ms [2021-12-26 21:43:22 main:574] : INFO : Epoch 1962 | loss: 0.0309733 | val_loss: 0.0312432 | Time: 2147.83 ms [2021-12-26 21:43:25 main:574] : INFO : Epoch 1963 | loss: 0.0309688 | val_loss: 0.0312425 | Time: 2489.93 ms [2021-12-26 21:43:27 main:574] : INFO : Epoch 1964 | loss: 0.0309638 | val_loss: 0.0312304 | Time: 2136.58 ms [2021-12-26 21:43:29 main:574] : INFO : Epoch 1965 | loss: 0.0309684 | val_loss: 0.031231 | Time: 2319.7 ms [2021-12-26 21:43:32 main:574] : INFO : Epoch 1966 | loss: 0.0309725 | val_loss: 0.0312244 | Time: 2575.28 ms [2021-12-26 21:43:35 main:574] : INFO : Epoch 1967 | loss: 0.0310111 | val_loss: 0.0311891 | Time: 2369.67 ms [2021-12-26 21:43:37 main:574] : INFO : Epoch 1968 | loss: 0.0310584 | val_loss: 0.0312036 | Time: 2384.58 ms [2021-12-26 21:43:39 main:574] : INFO : Epoch 1969 | loss: 0.0310107 | val_loss: 0.0312365 | Time: 2225.28 ms [2021-12-26 21:43:42 main:574] : INFO : Epoch 1970 | loss: 0.0309877 | val_loss: 0.0312541 | Time: 2208.06 ms [2021-12-26 21:43:44 main:574] : INFO : Epoch 1971 | loss: 0.030976 | val_loss: 0.0312304 | Time: 2258.84 ms [2021-12-26 21:43:46 main:574] : INFO : Epoch 1972 | loss: 0.0309603 | val_loss: 0.0312616 | Time: 2162.28 ms [2021-12-26 21:43:48 main:574] : INFO : Epoch 1973 | loss: 0.0309516 | val_loss: 0.0312508 | Time: 2261.2 ms [2021-12-26 21:43:51 main:574] : INFO : Epoch 1974 | loss: 0.0309604 | val_loss: 0.0312217 | Time: 2317.74 ms [2021-12-26 21:43:53 main:574] : INFO : Epoch 1975 | loss: 0.0309601 | val_loss: 0.0312393 | Time: 2123.67 ms [2021-12-26 21:43:55 main:574] : INFO : Epoch 1976 | loss: 0.0309577 | val_loss: 0.031258 | Time: 2129.46 ms [2021-12-26 21:43:58 main:574] : INFO : Epoch 1977 | loss: 0.0309714 | val_loss: 0.0312563 | Time: 2140.43 ms [2021-12-26 21:44:00 main:574] : INFO : Epoch 1978 | loss: 0.0309649 | val_loss: 0.0312248 | Time: 2209.24 ms [2021-12-26 21:44:02 main:574] : INFO : Epoch 1979 | loss: 0.0309656 | val_loss: 0.0312792 | Time: 2140.08 ms [2021-12-26 21:44:04 main:574] : INFO : Epoch 1980 | loss: 0.0309607 | val_loss: 0.0312271 | Time: 2114.48 ms [2021-12-26 21:44:06 main:574] : INFO : Epoch 1981 | loss: 0.0309617 | val_loss: 0.0312292 | Time: 2173.92 ms [2021-12-26 21:44:09 main:574] : INFO : Epoch 1982 | loss: 0.0309601 | val_loss: 0.0312457 | Time: 2150.35 ms [2021-12-26 21:44:11 main:574] : INFO : Epoch 1983 | loss: 0.0309664 | val_loss: 0.0312389 | Time: 2267.85 ms [2021-12-26 21:44:13 main:574] : INFO : Epoch 1984 | loss: 0.0309618 | val_loss: 0.0312366 | Time: 2298.12 ms [2021-12-26 21:44:16 main:574] : INFO : Epoch 1985 | loss: 0.0309641 | val_loss: 0.031258 | Time: 2223.98 ms [2021-12-26 21:44:18 main:574] : INFO : Epoch 1986 | loss: 0.0309618 | val_loss: 0.0312328 | Time: 2258.63 ms [2021-12-26 21:44:20 main:574] : INFO : Epoch 1987 | loss: 0.0309645 | val_loss: 0.0312252 | Time: 2086.89 ms [2021-12-26 21:44:22 main:574] : INFO : Epoch 1988 | loss: 0.0309745 | val_loss: 0.0312253 | Time: 2132.55 ms [2021-12-26 21:44:25 main:574] : INFO : Epoch 1989 | loss: 0.0309705 | val_loss: 0.0312622 | Time: 2123.85 ms [2021-12-26 21:44:27 main:574] : INFO : Epoch 1990 | loss: 0.0309737 | val_loss: 0.0312295 | Time: 2174.14 ms [2021-12-26 21:44:29 main:574] : INFO : Epoch 1991 | loss: 0.0309653 | val_loss: 0.0312476 | Time: 2090.8 ms [2021-12-26 21:44:31 main:574] : INFO : Epoch 1992 | loss: 0.0309593 | val_loss: 0.0312508 | Time: 2078.7 ms [2021-12-26 21:44:33 main:574] : INFO : Epoch 1993 | loss: 0.0309685 | val_loss: 0.0312192 | Time: 2103.24 ms [2021-12-26 21:44:36 main:574] : INFO : Epoch 1994 | loss: 0.0309707 | val_loss: 0.0312354 | Time: 2107.62 ms [2021-12-26 21:44:38 main:574] : INFO : Epoch 1995 | loss: 0.0309707 | val_loss: 0.0312242 | Time: 2097.13 ms [2021-12-26 21:44:40 main:574] : INFO : Epoch 1996 | loss: 0.0309789 | val_loss: 0.03126 | Time: 2072.84 ms [2021-12-26 21:44:42 main:574] : INFO : Epoch 1997 | loss: 0.0309807 | val_loss: 0.0312426 | Time: 2088.97 ms [2021-12-26 21:44:44 main:574] : INFO : Epoch 1998 | loss: 0.0309741 | val_loss: 0.0312428 | Time: 2135.28 ms [2021-12-26 21:44:46 main:574] : INFO : Epoch 1999 | loss: 0.0309729 | val_loss: 0.0312215 | Time: 2092.66 ms [2021-12-26 21:44:49 main:574] : INFO : Epoch 2000 | loss: 0.0309713 | val_loss: 0.031247 | Time: 2086.64 ms [2021-12-26 21:44:51 main:574] : INFO : Epoch 2001 | loss: 0.0309655 | val_loss: 0.031246 | Time: 2077.48 ms [2021-12-26 21:44:53 main:574] : INFO : Epoch 2002 | loss: 0.0309678 | val_loss: 0.0312408 | Time: 2114.82 ms [2021-12-26 21:44:55 main:574] : INFO : Epoch 2003 | loss: 0.0309686 | val_loss: 0.0312334 | Time: 2155.74 ms [2021-12-26 21:44:57 main:574] : INFO : Epoch 2004 | loss: 0.0309726 | val_loss: 0.0312564 | Time: 2091.53 ms [2021-12-26 21:45:00 main:574] : INFO : Epoch 2005 | loss: 0.030963 | val_loss: 0.0312469 | Time: 2076.93 ms [2021-12-26 21:45:02 main:574] : INFO : Epoch 2006 | loss: 0.0309622 | val_loss: 0.0312705 | Time: 2114.05 ms [2021-12-26 21:45:04 main:574] : INFO : Epoch 2007 | loss: 0.0309684 | val_loss: 0.0312557 | Time: 2127.4 ms [2021-12-26 21:45:06 main:574] : INFO : Epoch 2008 | loss: 0.0309683 | val_loss: 0.0312443 | Time: 2119.5 ms [2021-12-26 21:45:08 main:574] : INFO : Epoch 2009 | loss: 0.0309726 | val_loss: 0.0312466 | Time: 2058.57 ms [2021-12-26 21:45:10 main:574] : INFO : Epoch 2010 | loss: 0.0309653 | val_loss: 0.0312426 | Time: 2141.3 ms [2021-12-26 21:45:13 main:574] : INFO : Epoch 2011 | loss: 0.030964 | val_loss: 0.0312345 | Time: 2049.12 ms [2021-12-26 21:45:15 main:574] : INFO : Epoch 2012 | loss: 0.030963 | val_loss: 0.0312495 | Time: 2101.57 ms [2021-12-26 21:45:17 main:574] : INFO : Epoch 2013 | loss: 0.0309658 | val_loss: 0.0312432 | Time: 2127.5 ms [2021-12-26 21:45:19 main:574] : INFO : Epoch 2014 | loss: 0.0309544 | val_loss: 0.0312827 | Time: 2074.92 ms [2021-12-26 21:45:22 main:574] : INFO : Epoch 2015 | loss: 0.0309552 | val_loss: 0.0312768 | Time: 2037.72 ms [2021-12-26 21:45:24 main:574] : INFO : Epoch 2016 | loss: 0.0309567 | val_loss: 0.0312544 | Time: 2064.29 ms [2021-12-26 21:45:26 main:574] : INFO : Epoch 2017 | loss: 0.0309639 | val_loss: 0.0312281 | Time: 2059.23 ms [2021-12-26 21:45:28 main:574] : INFO : Epoch 2018 | loss: 0.0309681 | val_loss: 0.0312283 | Time: 2070.97 ms [2021-12-26 21:45:30 main:574] : INFO : Epoch 2019 | loss: 0.0309609 | val_loss: 0.0312587 | Time: 2043.53 ms [2021-12-26 21:45:32 main:574] : INFO : Epoch 2020 | loss: 0.030965 | val_loss: 0.0312288 | Time: 2037.33 ms [2021-12-26 21:45:34 main:574] : INFO : Epoch 2021 | loss: 0.0309689 | val_loss: 0.0312624 | Time: 2043.8 ms [2021-12-26 21:45:37 main:574] : INFO : Epoch 2022 | loss: 0.0309632 | val_loss: 0.0312331 | Time: 2041.73 ms [2021-12-26 21:45:39 main:574] : INFO : Epoch 2023 | loss: 0.0309634 | val_loss: 0.0312475 | Time: 2046.83 ms [2021-12-26 21:45:41 main:574] : INFO : Epoch 2024 | loss: 0.0309644 | val_loss: 0.0312467 | Time: 2042.63 ms [2021-12-26 21:45:43 main:574] : INFO : Epoch 2025 | loss: 0.0309915 | val_loss: 0.0312301 | Time: 2043.93 ms [2021-12-26 21:45:45 main:574] : INFO : Epoch 2026 | loss: 0.0310029 | val_loss: 0.031232 | Time: 2059.41 ms [2021-12-26 21:45:47 main:574] : INFO : Epoch 2027 | loss: 0.0309804 | val_loss: 0.0312258 | Time: 2050 ms [2021-12-26 21:45:49 main:574] : INFO : Epoch 2028 | loss: 0.0309715 | val_loss: 0.0312351 | Time: 2043.18 ms [2021-12-26 21:45:51 main:574] : INFO : Epoch 2029 | loss: 0.0309617 | val_loss: 0.0312589 | Time: 2030.18 ms [2021-12-26 21:45:53 main:574] : INFO : Epoch 2030 | loss: 0.0309615 | val_loss: 0.0312307 | Time: 2068.5 ms [2021-12-26 21:45:56 main:574] : INFO : Epoch 2031 | loss: 0.0309641 | val_loss: 0.0312537 | Time: 2048.69 ms [2021-12-26 21:45:58 main:574] : INFO : Epoch 2032 | loss: 0.0309702 | val_loss: 0.0312174 | Time: 2050.26 ms [2021-12-26 21:46:00 main:574] : INFO : Epoch 2033 | loss: 0.0309663 | val_loss: 0.0312266 | Time: 2058.9 ms [2021-12-26 21:46:02 main:574] : INFO : Epoch 2034 | loss: 0.0309734 | val_loss: 0.0312441 | Time: 2046.12 ms [2021-12-26 21:46:04 main:574] : INFO : Epoch 2035 | loss: 0.0309913 | val_loss: 0.0312177 | Time: 2063.99 ms [2021-12-26 21:46:06 main:574] : INFO : Epoch 2036 | loss: 0.0309853 | val_loss: 0.0312663 | Time: 2058.03 ms [2021-12-26 21:46:08 main:574] : INFO : Epoch 2037 | loss: 0.0309771 | val_loss: 0.0312447 | Time: 2049.07 ms [2021-12-26 21:46:11 main:574] : INFO : Epoch 2038 | loss: 0.0309776 | val_loss: 0.031217 | Time: 2057.12 ms [2021-12-26 21:46:13 main:574] : INFO : Epoch 2039 | loss: 0.030962 | val_loss: 0.0312514 | Time: 2060.21 ms [2021-12-26 21:46:15 main:574] : INFO : Epoch 2040 | loss: 0.0309586 | val_loss: 0.0312516 | Time: 2039.92 ms [2021-12-26 21:46:17 main:574] : INFO : Epoch 2041 | loss: 0.0309578 | val_loss: 0.0312472 | Time: 2046.19 ms [2021-12-26 21:46:19 main:574] : INFO : Epoch 2042 | loss: 0.0309628 | val_loss: 0.0312381 | Time: 2055.72 ms [2021-12-26 21:46:21 main:574] : INFO : Epoch 2043 | loss: 0.0309681 | val_loss: 0.0312506 | Time: 2058.58 ms [2021-12-26 21:46:23 main:574] : INFO : Epoch 2044 | loss: 0.0309643 | val_loss: 0.031264 | Time: 2063.59 ms [2021-12-26 21:46:25 main:574] : INFO : Epoch 2045 | loss: 0.0309523 | val_loss: 0.0312756 | Time: 2039.01 ms [2021-12-26 21:46:28 main:574] : INFO : Epoch 2046 | loss: 0.0309709 | val_loss: 0.0312328 | Time: 2061.79 ms [2021-12-26 21:46:30 main:574] : INFO : Epoch 2047 | loss: 0.030978 | val_loss: 0.0312294 | Time: 2030.91 ms [2021-12-26 21:46:32 main:574] : INFO : Epoch 2048 | loss: 0.0309664 | val_loss: 0.0312466 | Time: 2067.62 ms [2021-12-26 21:46:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312466 [2021-12-26 21:46:32 main:603] : INFO : Saving end state to config to file [2021-12-26 21:46:32 main:608] : INFO : Success, exiting.. 21:46:32 (10448): 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)