Task 5634204
| Name | ParityMachine-1625100104-8779-0_1 |
| Workunit | 3399627 |
| 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, 14:41:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 19 min 34 sec |
| CPU time | 1 hours 19 min 17 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 | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -05 16:23:28 main:574] : INFO : Epoch 1542 | loss: 0.0311523 | val_loss: 0.0311972 | Time: 2121.52 ms [2021-07-05 16:23:30 main:574] : INFO : Epoch 1543 | loss: 0.0311502 | val_loss: 0.031191 | Time: 2129.35 ms [2021-07-05 16:23:33 main:574] : INFO : Epoch 1544 | loss: 0.0311519 | val_loss: 0.0311985 | Time: 2135.2 ms [2021-07-05 16:23:35 main:574] : INFO : Epoch 1545 | loss: 0.0311458 | val_loss: 0.0311881 | Time: 2113.94 ms [2021-07-05 16:23:37 main:574] : INFO : Epoch 1546 | loss: 0.0311461 | val_loss: 0.0311937 | Time: 2100.95 ms [2021-07-05 16:23:39 main:574] : INFO : Epoch 1547 | loss: 0.0311485 | val_loss: 0.0311901 | Time: 2117.29 ms [2021-07-05 16:23:41 main:574] : INFO : Epoch 1548 | loss: 0.0311474 | val_loss: 0.0311927 | Time: 2154.93 ms [2021-07-05 16:23:43 main:574] : INFO : Epoch 1549 | loss: 0.0311505 | val_loss: 0.0311905 | Time: 2150.25 ms [2021-07-05 16:23:45 main:574] : INFO : Epoch 1550 | loss: 0.0311545 | val_loss: 0.0311868 | Time: 2152.8 ms [2021-07-05 16:23:48 main:574] : INFO : Epoch 1551 | loss: 0.0311496 | val_loss: 0.0311886 | Time: 2138.55 ms [2021-07-05 16:23:50 main:574] : INFO : Epoch 1552 | loss: 0.0311455 | val_loss: 0.0311851 | Time: 2116.34 ms [2021-07-05 16:23:52 main:574] : INFO : Epoch 1553 | loss: 0.0311462 | val_loss: 0.0311868 | Time: 2100.63 ms [2021-07-05 16:23:54 main:574] : INFO : Epoch 1554 | loss: 0.0311396 | val_loss: 0.0311959 | Time: 2113.71 ms [2021-07-05 16:23:56 main:574] : INFO : Epoch 1555 | loss: 0.0311508 | val_loss: 0.0311905 | Time: 2114.12 ms [2021-07-05 16:23:58 main:574] : INFO : Epoch 1556 | loss: 0.0311504 | val_loss: 0.0311874 | Time: 2101.54 ms [2021-07-05 16:24:00 main:574] : INFO : Epoch 1557 | loss: 0.0311452 | val_loss: 0.031189 | Time: 2106.13 ms [2021-07-05 16:24:02 main:574] : INFO : Epoch 1558 | loss: 0.0311422 | val_loss: 0.0311884 | Time: 2116.3 ms [2021-07-05 16:24:04 main:574] : INFO : Epoch 1559 | loss: 0.0311403 | val_loss: 0.0311937 | Time: 2146.26 ms [2021-07-05 16:24:07 main:574] : INFO : Epoch 1560 | loss: 0.03114 | val_loss: 0.0311905 | Time: 2138.77 ms [2021-07-05 16:24:09 main:574] : INFO : Epoch 1561 | loss: 0.0311453 | val_loss: 0.0311881 | Time: 2163.91 ms [2021-07-05 16:24:11 main:574] : INFO : Epoch 1562 | loss: 0.0311517 | val_loss: 0.0311904 | Time: 2128 ms [2021-07-05 16:24:13 main:574] : INFO : Epoch 1563 | loss: 0.0311482 | val_loss: 0.0311986 | Time: 2126.98 ms [2021-07-05 16:24:15 main:574] : INFO : Epoch 1564 | loss: 0.0311463 | val_loss: 0.0311981 | Time: 2133.5 ms [2021-07-05 16:24:17 main:574] : INFO : Epoch 1565 | loss: 0.0311425 | val_loss: 0.0311875 | Time: 2130.99 ms [2021-07-05 16:24:19 main:574] : INFO : Epoch 1566 | loss: 0.0311391 | val_loss: 0.0311957 | Time: 2101.95 ms [2021-07-05 16:24:22 main:574] : INFO : Epoch 1567 | loss: 0.031141 | val_loss: 0.0311881 | Time: 2125.85 ms [2021-07-05 16:24:24 main:574] : INFO : Epoch 1568 | loss: 0.0311412 | val_loss: 0.0311909 | Time: 2125.61 ms [2021-07-05 16:24:26 main:574] : INFO : Epoch 1569 | loss: 0.0311373 | val_loss: 0.0311954 | Time: 2127.66 ms [2021-07-05 16:24:28 main:574] : INFO : Epoch 1570 | loss: 0.0311401 | val_loss: 0.0311936 | Time: 2174.58 ms [2021-07-05 16:24:30 main:574] : INFO : Epoch 1571 | loss: 0.0311351 | val_loss: 0.031189 | Time: 2137.43 ms [2021-07-05 16:24:32 main:574] : INFO : Epoch 1572 | loss: 0.0311406 | val_loss: 0.0311837 | Time: 2118.76 ms [2021-07-05 16:24:34 main:574] : INFO : Epoch 1573 | loss: 0.0311439 | val_loss: 0.0311932 | Time: 2086.59 ms [2021-07-05 16:24:37 main:574] : INFO : Epoch 1574 | loss: 0.0311406 | val_loss: 0.0311977 | Time: 2135.19 ms [2021-07-05 16:24:39 main:574] : INFO : Epoch 1575 | loss: 0.0311427 | val_loss: 0.0311975 | Time: 2163.97 ms [2021-07-05 16:24:41 main:574] : INFO : Epoch 1576 | loss: 0.0311437 | val_loss: 0.0311901 | Time: 2125.44 ms [2021-07-05 16:24:43 main:574] : INFO : Epoch 1577 | loss: 0.0311443 | val_loss: 0.0311918 | Time: 2110.65 ms [2021-07-05 16:24:45 main:574] : INFO : Epoch 1578 | loss: 0.0311542 | val_loss: 0.0311809 | Time: 2146.4 ms [2021-07-05 16:24:47 main:574] : INFO : Epoch 1579 | loss: 0.031152 | val_loss: 0.0311858 | Time: 2117.96 ms [2021-07-05 16:24:49 main:574] : INFO : Epoch 1580 | loss: 0.0311538 | val_loss: 0.0311841 | Time: 2126.51 ms [2021-07-05 16:24:51 main:574] : INFO : Epoch 1581 | loss: 0.0311496 | val_loss: 0.0311942 | Time: 2122.65 ms [2021-07-05 16:24:54 main:574] : INFO : Epoch 1582 | loss: 0.0311531 | val_loss: 0.031187 | Time: 2143.7 ms [2021-07-05 16:24:56 main:574] : INFO : Epoch 1583 | loss: 0.0311476 | val_loss: 0.0311923 | Time: 2133.54 ms [2021-07-05 16:24:58 main:574] : INFO : Epoch 1584 | loss: 0.0311441 | val_loss: 0.0312017 | Time: 2130.02 ms [2021-07-05 16:25:00 main:574] : INFO : Epoch 1585 | loss: 0.0311442 | val_loss: 0.0311857 | Time: 2149.99 ms [2021-07-05 16:25:02 main:574] : INFO : Epoch 1586 | loss: 0.0311413 | val_loss: 0.0311929 | Time: 2137.64 ms [2021-07-05 16:25:04 main:574] : INFO : Epoch 1587 | loss: 0.0311381 | val_loss: 0.0311882 | Time: 2116 ms [2021-07-05 16:25:06 main:574] : INFO : Epoch 1588 | loss: 0.0311406 | val_loss: 0.0311915 | Time: 2116.96 ms [2021-07-05 16:25:09 main:574] : INFO : Epoch 1589 | loss: 0.0311403 | val_loss: 0.0311872 | Time: 2132.41 ms [2021-07-05 16:25:11 main:574] : INFO : Epoch 1590 | loss: 0.0311371 | val_loss: 0.0311917 | Time: 2076.35 ms [2021-07-05 16:25:13 main:574] : INFO : Epoch 1591 | loss: 0.0311334 | val_loss: 0.0311912 | Time: 2094.92 ms [2021-07-05 16:25:15 main:574] : INFO : Epoch 1592 | loss: 0.0311344 | val_loss: 0.0311881 | Time: 2142.16 ms [2021-07-05 16:25:17 main:574] : INFO : Epoch 1593 | loss: 0.0311442 | val_loss: 0.0311859 | Time: 2102.82 ms [2021-07-05 16:25:19 main:574] : INFO : Epoch 1594 | loss: 0.0311492 | val_loss: 0.0311872 | Time: 2139.24 ms [2021-07-05 16:25:21 main:574] : INFO : Epoch 1595 | loss: 0.0311414 | val_loss: 0.0311905 | Time: 2123.05 ms [2021-07-05 16:25:23 main:574] : INFO : Epoch 1596 | loss: 0.0311362 | val_loss: 0.0311918 | Time: 2130.07 ms [2021-07-05 16:25:26 main:574] : INFO : Epoch 1597 | loss: 0.031133 | val_loss: 0.0311949 | Time: 2124.64 ms [2021-07-05 16:25:28 main:574] : INFO : Epoch 1598 | loss: 0.0311371 | val_loss: 0.0311928 | Time: 2113.47 ms [2021-07-05 16:25:30 main:574] : INFO : Epoch 1599 | loss: 0.0311369 | val_loss: 0.0311901 | Time: 2112.26 ms [2021-07-05 16:25:32 main:574] : INFO : Epoch 1600 | loss: 0.0311364 | val_loss: 0.0311856 | Time: 2109.97 ms [2021-07-05 16:25:34 main:574] : INFO : Epoch 1601 | loss: 0.0311369 | val_loss: 0.0311918 | Time: 2152.06 ms [2021-07-05 16:25:36 main:574] : INFO : Epoch 1602 | loss: 0.0311357 | val_loss: 0.0311914 | Time: 2147.02 ms [2021-07-05 16:25:38 main:574] : INFO : Epoch 1603 | loss: 0.0311318 | val_loss: 0.0311889 | Time: 2132.44 ms [2021-07-05 16:25:40 main:574] : INFO : Epoch 1604 | loss: 0.031135 | val_loss: 0.0311949 | Time: 2124.57 ms [2021-07-05 16:25:43 main:574] : INFO : Epoch 1605 | loss: 0.0311342 | val_loss: 0.0311942 | Time: 2141.54 ms [2021-07-05 16:25:45 main:574] : INFO : Epoch 1606 | loss: 0.0311347 | val_loss: 0.0311894 | Time: 2125.87 ms [2021-07-05 16:25:47 main:574] : INFO : Epoch 1607 | loss: 0.0311346 | val_loss: 0.0311897 | Time: 2115.73 ms [2021-07-05 16:25:49 main:574] : INFO : Epoch 1608 | loss: 0.0311341 | val_loss: 0.0312057 | Time: 2134.21 ms [2021-07-05 16:25:51 main:574] : INFO : Epoch 1609 | loss: 0.0311359 | val_loss: 0.0311877 | Time: 2117.51 ms [2021-07-05 16:25:53 main:574] : INFO : Epoch 1610 | loss: 0.0311329 | val_loss: 0.0312008 | Time: 2115.81 ms [2021-07-05 16:25:55 main:574] : INFO : Epoch 1611 | loss: 0.0311337 | val_loss: 0.0312054 | Time: 2153.22 ms [2021-07-05 16:25:58 main:574] : INFO : Epoch 1612 | loss: 0.0311346 | val_loss: 0.0311937 | Time: 2138.01 ms [2021-07-05 16:26:00 main:574] : INFO : Epoch 1613 | loss: 0.0311335 | val_loss: 0.0311931 | Time: 2128.07 ms [2021-07-05 16:26:02 main:574] : INFO : Epoch 1614 | loss: 0.0311355 | val_loss: 0.0311915 | Time: 2099.38 ms [2021-07-05 16:26:04 main:574] : INFO : Epoch 1615 | loss: 0.0311323 | val_loss: 0.031193 | Time: 2137.86 ms [2021-07-05 16:26:06 main:574] : INFO : Epoch 1616 | loss: 0.0311504 | val_loss: 0.0311838 | Time: 2139.24 ms [2021-07-05 16:26:08 main:574] : INFO : Epoch 1617 | loss: 0.0311526 | val_loss: 0.0311807 | Time: 2121.23 ms [2021-07-05 16:26:10 main:574] : INFO : Epoch 1618 | loss: 0.0311458 | val_loss: 0.0311867 | Time: 2128.62 ms [2021-07-05 16:26:12 main:574] : INFO : Epoch 1619 | loss: 0.0311378 | val_loss: 0.0311954 | Time: 2126.81 ms [2021-07-05 16:26:15 main:574] : INFO : Epoch 1620 | loss: 0.0311343 | val_loss: 0.0312003 | Time: 2119.82 ms [2021-07-05 16:26:17 main:574] : INFO : Epoch 1621 | loss: 0.0311437 | val_loss: 0.0311903 | Time: 2125.21 ms [2021-07-05 16:26:19 main:574] : INFO : Epoch 1622 | loss: 0.0311415 | val_loss: 0.0311902 | Time: 2105.34 ms [2021-07-05 16:26:21 main:574] : INFO : Epoch 1623 | loss: 0.0311318 | val_loss: 0.031194 | Time: 2141.98 ms [2021-07-05 16:26:23 main:574] : INFO : Epoch 1624 | loss: 0.0311334 | val_loss: 0.0311954 | Time: 2136.46 ms [2021-07-05 16:26:25 main:574] : INFO : Epoch 1625 | loss: 0.0311325 | val_loss: 0.0312021 | Time: 2128.55 ms [2021-07-05 16:26:27 main:574] : INFO : Epoch 1626 | loss: 0.0311318 | val_loss: 0.0311927 | Time: 2109.68 ms [2021-07-05 16:26:29 main:574] : INFO : Epoch 1627 | loss: 0.0311309 | val_loss: 0.0311955 | Time: 2132.74 ms [2021-07-05 16:26:32 main:574] : INFO : Epoch 1628 | loss: 0.0311305 | val_loss: 0.0311977 | Time: 2167.47 ms [2021-07-05 16:26:34 main:574] : INFO : Epoch 1629 | loss: 0.0311292 | val_loss: 0.0311921 | Time: 2149.53 ms [2021-07-05 16:26:36 main:574] : INFO : Epoch 1630 | loss: 0.0311377 | val_loss: 0.0312019 | Time: 2137.99 ms [2021-07-05 16:26:38 main:574] : INFO : Epoch 1631 | loss: 0.0311587 | val_loss: 0.0311903 | Time: 2132.13 ms [2021-07-05 16:26:40 main:574] : INFO : Epoch 1632 | loss: 0.0311515 | val_loss: 0.0311816 | Time: 2090.22 ms [2021-07-05 16:26:42 main:574] : INFO : Epoch 1633 | loss: 0.0311454 | val_loss: 0.0311849 | Time: 2109.88 ms [2021-07-05 16:26:44 main:574] : INFO : Epoch 1634 | loss: 0.0311416 | val_loss: 0.031191 | Time: 2117.12 ms [2021-07-05 16:26:47 main:574] : INFO : Epoch 1635 | loss: 0.0311377 | val_loss: 0.0311915 | Time: 2111.66 ms [2021-07-05 16:26:49 main:574] : INFO : Epoch 1636 | loss: 0.031141 | val_loss: 0.0311862 | Time: 2093.32 ms [2021-07-05 16:26:51 main:574] : INFO : Epoch 1637 | loss: 0.031134 | val_loss: 0.0311909 | Time: 2115.96 ms [2021-07-05 16:26:53 main:574] : INFO : Epoch 1638 | loss: 0.0311322 | val_loss: 0.0311979 | Time: 2141.93 ms [2021-07-05 16:26:55 main:574] : INFO : Epoch 1639 | loss: 0.0311302 | val_loss: 0.0311883 | Time: 2142.58 ms [2021-07-05 16:26:57 main:574] : INFO : Epoch 1640 | loss: 0.0311334 | val_loss: 0.0311948 | Time: 2140.96 ms [2021-07-05 16:26:59 main:574] : INFO : Epoch 1641 | loss: 0.0311296 | val_loss: 0.0311981 | Time: 2123.22 ms [2021-07-05 16:27:01 main:574] : INFO : Epoch 1642 | loss: 0.0311301 | val_loss: 0.0311925 | Time: 2156.32 ms [2021-07-05 16:27:04 main:574] : INFO : Epoch 1643 | loss: 0.0311267 | val_loss: 0.0312006 | Time: 2117.74 ms [2021-07-05 16:27:06 main:574] : INFO : Epoch 1644 | loss: 0.0311279 | val_loss: 0.0311966 | Time: 2129.3 ms [2021-07-05 16:27:08 main:574] : INFO : Epoch 1645 | loss: 0.0311372 | val_loss: 0.0311978 | Time: 2127.46 ms [2021-07-05 16:27:10 main:574] : INFO : Epoch 1646 | loss: 0.0311304 | val_loss: 0.0311899 | Time: 2141.16 ms [2021-07-05 16:27:12 main:574] : INFO : Epoch 1647 | loss: 0.0311325 | val_loss: 0.0311985 | Time: 2126.96 ms [2021-07-05 16:27:14 main:574] : INFO : Epoch 1648 | loss: 0.031129 | val_loss: 0.0311904 | Time: 2162.22 ms [2021-07-05 16:27:16 main:574] : INFO : Epoch 1649 | loss: 0.0311295 | val_loss: 0.0311906 | Time: 2123.77 ms [2021-07-05 16:27:19 main:574] : INFO : Epoch 1650 | loss: 0.0311263 | val_loss: 0.0311975 | Time: 2131.86 ms [2021-07-05 16:27:21 main:574] : INFO : Epoch 1651 | loss: 0.0311244 | val_loss: 0.0311923 | Time: 2116.32 ms [2021-07-05 16:27:23 main:574] : INFO : Epoch 1652 | loss: 0.0311219 | val_loss: 0.0312009 | Time: 2118.01 ms [2021-07-05 16:27:25 main:574] : INFO : Epoch 1653 | loss: 0.0311263 | val_loss: 0.0311967 | Time: 2090.2 ms [2021-07-05 16:27:27 main:574] : INFO : Epoch 1654 | loss: 0.0311203 | val_loss: 0.0311939 | Time: 2118.61 ms [2021-07-05 16:27:29 main:574] : INFO : Epoch 1655 | loss: 0.0311202 | val_loss: 0.0312005 | Time: 2134.21 ms [2021-07-05 16:27:31 main:574] : INFO : Epoch 1656 | loss: 0.0311238 | val_loss: 0.0311975 | Time: 2112.7 ms [2021-07-05 16:27:33 main:574] : INFO : Epoch 1657 | loss: 0.0311222 | val_loss: 0.0311991 | Time: 2130.32 ms [2021-07-05 16:27:36 main:574] : INFO : Epoch 1658 | loss: 0.0311265 | val_loss: 0.0311924 | Time: 2132.18 ms [2021-07-05 16:27:38 main:574] : INFO : Epoch 1659 | loss: 0.0311294 | val_loss: 0.0311939 | Time: 2099.43 ms [2021-07-05 16:27:40 main:574] : INFO : Epoch 1660 | loss: 0.0311239 | val_loss: 0.0311907 | Time: 2121.59 ms [2021-07-05 16:27:42 main:574] : INFO : Epoch 1661 | loss: 0.031124 | val_loss: 0.0311945 | Time: 2134.99 ms [2021-07-05 16:27:44 main:574] : INFO : Epoch 1662 | loss: 0.0311247 | val_loss: 0.0312025 | Time: 2143.6 ms [2021-07-05 16:27:46 main:574] : INFO : Epoch 1663 | loss: 0.0311246 | val_loss: 0.0312107 | Time: 2109.58 ms [2021-07-05 16:27:48 main:574] : INFO : Epoch 1664 | loss: 0.031124 | val_loss: 0.031204 | Time: 2135.5 ms [2021-07-05 16:27:50 main:574] : INFO : Epoch 1665 | loss: 0.0311233 | val_loss: 0.0312068 | Time: 2153.4 ms [2021-07-05 16:27:53 main:574] : INFO : Epoch 1666 | loss: 0.031126 | val_loss: 0.0311981 | Time: 2125.52 ms [2021-07-05 16:27:55 main:574] : INFO : Epoch 1667 | loss: 0.0311276 | val_loss: 0.0312024 | Time: 2110.37 ms [2021-07-05 16:27:57 main:574] : INFO : Epoch 1668 | loss: 0.0311242 | val_loss: 0.0311999 | Time: 2125.54 ms [2021-07-05 16:27:59 main:574] : INFO : Epoch 1669 | loss: 0.0311191 | val_loss: 0.0312041 | Time: 2106.46 ms [2021-07-05 16:28:01 main:574] : INFO : Epoch 1670 | loss: 0.0311272 | val_loss: 0.0311921 | Time: 2122.85 ms [2021-07-05 16:28:03 main:574] : INFO : Epoch 1671 | loss: 0.031128 | val_loss: 0.031188 | Time: 2125.79 ms [2021-07-05 16:28:05 main:574] : INFO : Epoch 1672 | loss: 0.0311267 | val_loss: 0.0311987 | Time: 2143.11 ms [2021-07-05 16:28:07 main:574] : INFO : Epoch 1673 | loss: 0.0311234 | val_loss: 0.0311933 | Time: 2128.61 ms [2021-07-05 16:28:10 main:574] : INFO : Epoch 1674 | loss: 0.0311236 | val_loss: 0.0312078 | Time: 2101.36 ms [2021-07-05 16:28:12 main:574] : INFO : Epoch 1675 | loss: 0.0311266 | val_loss: 0.0311943 | Time: 2160.39 ms [2021-07-05 16:28:14 main:574] : INFO : Epoch 1676 | loss: 0.0311291 | val_loss: 0.0312013 | Time: 2116.68 ms [2021-07-05 16:28:16 main:574] : INFO : Epoch 1677 | loss: 0.0311289 | val_loss: 0.0312018 | Time: 2152.22 ms [2021-07-05 16:28:18 main:574] : INFO : Epoch 1678 | loss: 0.0311259 | val_loss: 0.0311879 | Time: 2132.47 ms [2021-07-05 16:28:20 main:574] : INFO : Epoch 1679 | loss: 0.0311274 | val_loss: 0.0312048 | Time: 2134.06 ms [2021-07-05 16:28:22 main:574] : INFO : Epoch 1680 | loss: 0.0311211 | val_loss: 0.0312021 | Time: 2122.72 ms [2021-07-05 16:28:25 main:574] : INFO : Epoch 1681 | loss: 0.0311234 | val_loss: 0.0311942 | Time: 2126.29 ms [2021-07-05 16:28:27 main:574] : INFO : Epoch 1682 | loss: 0.0311204 | val_loss: 0.0312031 | Time: 2135.72 ms [2021-07-05 16:28:29 main:574] : INFO : Epoch 1683 | loss: 0.0311164 | val_loss: 0.0311973 | Time: 2122.03 ms [2021-07-05 16:28:31 main:574] : INFO : Epoch 1684 | loss: 0.0311169 | val_loss: 0.0311969 | Time: 2119.33 ms [2021-07-05 16:28:33 main:574] : INFO : Epoch 1685 | loss: 0.0311229 | val_loss: 0.0312077 | Time: 2139.95 ms [2021-07-05 16:28:35 main:574] : INFO : Epoch 1686 | loss: 0.0311223 | val_loss: 0.0311984 | Time: 2139.36 ms [2021-07-05 16:28:37 main:574] : INFO : Epoch 1687 | loss: 0.0311232 | val_loss: 0.0311932 | Time: 2143.27 ms [2021-07-05 16:28:40 main:574] : INFO : Epoch 1688 | loss: 0.031124 | val_loss: 0.0312018 | Time: 2165.53 ms [2021-07-05 16:28:42 main:574] : INFO : Epoch 1689 | loss: 0.0311231 | val_loss: 0.0311982 | Time: 2129.09 ms [2021-07-05 16:28:44 main:574] : INFO : Epoch 1690 | loss: 0.0311237 | val_loss: 0.0311989 | Time: 2130.49 ms [2021-07-05 16:28:46 main:574] : INFO : Epoch 1691 | loss: 0.0311193 | val_loss: 0.0312134 | Time: 2142.68 ms [2021-07-05 16:28:48 main:574] : INFO : Epoch 1692 | loss: 0.0311216 | val_loss: 0.0311933 | Time: 2167 ms [2021-07-05 16:28:50 main:574] : INFO : Epoch 1693 | loss: 0.0311221 | val_loss: 0.0312079 | Time: 2120.42 ms [2021-07-05 16:28:52 main:574] : INFO : Epoch 1694 | loss: 0.0311186 | val_loss: 0.0312075 | Time: 2130.18 ms [2021-07-05 16:28:55 main:574] : INFO : Epoch 1695 | loss: 0.0311192 | val_loss: 0.0311952 | Time: 2144.66 ms [2021-07-05 16:28:57 main:574] : INFO : Epoch 1696 | loss: 0.0311192 | val_loss: 0.0311977 | Time: 2118.09 ms [2021-07-05 16:28:59 main:574] : INFO : Epoch 1697 | loss: 0.0311173 | val_loss: 0.0312044 | Time: 2142.46 ms [2021-07-05 16:29:01 main:574] : INFO : Epoch 1698 | loss: 0.0311168 | val_loss: 0.0312247 | Time: 2152.54 ms [2021-07-05 16:29:03 main:574] : INFO : Epoch 1699 | loss: 0.0311231 | val_loss: 0.0312009 | Time: 2082.25 ms [2021-07-05 16:29:05 main:574] : INFO : Epoch 1700 | loss: 0.0311211 | val_loss: 0.0311959 | Time: 2134.3 ms [2021-07-05 16:29:07 main:574] : INFO : Epoch 1701 | loss: 0.031118 | val_loss: 0.031203 | Time: 2134.49 ms [2021-07-05 16:29:09 main:574] : INFO : Epoch 1702 | loss: 0.0311192 | val_loss: 0.0312018 | Time: 2112.23 ms [2021-07-05 16:29:12 main:574] : INFO : Epoch 1703 | loss: 0.0311206 | val_loss: 0.0312018 | Time: 2137.99 ms [2021-07-05 16:29:14 main:574] : INFO : Epoch 1704 | loss: 0.031117 | val_loss: 0.0311964 | Time: 2095.68 ms [2021-07-05 16:29:16 main:574] : INFO : Epoch 1705 | loss: 0.0311205 | val_loss: 0.0312069 | Time: 2119.65 ms [2021-07-05 16:29:18 main:574] : INFO : Epoch 1706 | loss: 0.0311213 | val_loss: 0.0311997 | Time: 2150.92 ms [2021-07-05 16:29:20 main:574] : INFO : Epoch 1707 | loss: 0.0311179 | val_loss: 0.0312035 | Time: 2133.71 ms [2021-07-05 16:29:22 main:574] : INFO : Epoch 1708 | loss: 0.0311162 | val_loss: 0.031203 | Time: 2131.82 ms [2021-07-05 16:29:24 main:574] : INFO : Epoch 1709 | loss: 0.0311187 | val_loss: 0.0312024 | Time: 2125.97 ms [2021-07-05 16:29:27 main:574] : INFO : Epoch 1710 | loss: 0.0311231 | val_loss: 0.0312023 | Time: 2126.3 ms [2021-07-05 16:29:29 main:574] : INFO : Epoch 1711 | loss: 0.0311243 | val_loss: 0.0311978 | Time: 2141.35 ms [2021-07-05 16:29:31 main:574] : INFO : Epoch 1712 | loss: 0.0311254 | val_loss: 0.031206 | Time: 2104.3 ms [2021-07-05 16:29:33 main:574] : INFO : Epoch 1713 | loss: 0.0311243 | val_loss: 0.0312023 | Time: 2113.2 ms [2021-07-05 16:29:35 main:574] : INFO : Epoch 1714 | loss: 0.0311288 | val_loss: 0.0312019 | Time: 2121.68 ms [2021-07-05 16:29:37 main:574] : INFO : Epoch 1715 | loss: 0.0311159 | val_loss: 0.0312007 | Time: 2141.77 ms [2021-07-05 16:29:39 main:574] : INFO : Epoch 1716 | loss: 0.0311169 | val_loss: 0.0311937 | Time: 2105.14 ms [2021-07-05 16:29:41 main:574] : INFO : Epoch 1717 | loss: 0.0311158 | val_loss: 0.0312052 | Time: 2142.95 ms [2021-07-05 16:29:44 main:574] : INFO : Epoch 1718 | loss: 0.0311207 | val_loss: 0.0312059 | Time: 2154.06 ms [2021-07-05 16:29:46 main:574] : INFO : Epoch 1719 | loss: 0.0311277 | val_loss: 0.0311978 | Time: 2100.46 ms [2021-07-05 16:29:48 main:574] : INFO : Epoch 1720 | loss: 0.0311351 | val_loss: 0.0311986 | Time: 2125.49 ms [2021-07-05 16:29:50 main:574] : INFO : Epoch 1721 | loss: 0.0311303 | val_loss: 0.0311981 | Time: 2145.41 ms [2021-07-05 16:29:52 main:574] : INFO : Epoch 1722 | loss: 0.0311207 | val_loss: 0.0311983 | Time: 2131.01 ms [2021-07-05 16:29:54 main:574] : INFO : Epoch 1723 | loss: 0.0311225 | val_loss: 0.031194 | Time: 2161.85 ms [2021-07-05 16:29:56 main:574] : INFO : Epoch 1724 | loss: 0.0311216 | val_loss: 0.0311954 | Time: 2117.85 ms [2021-07-05 16:29:59 main:574] : INFO : Epoch 1725 | loss: 0.0311165 | val_loss: 0.0312047 | Time: 2160.05 ms [2021-07-05 16:30:01 main:574] : INFO : Epoch 1726 | loss: 0.0311236 | val_loss: 0.0311976 | Time: 2096.49 ms [2021-07-05 16:30:03 main:574] : INFO : Epoch 1727 | loss: 0.0311188 | val_loss: 0.0312025 | Time: 2147.95 ms [2021-07-05 16:30:05 main:574] : INFO : Epoch 1728 | loss: 0.0311159 | val_loss: 0.0312016 | Time: 2124.69 ms [2021-07-05 16:30:07 main:574] : INFO : Epoch 1729 | loss: 0.031113 | val_loss: 0.031202 | Time: 2130.29 ms [2021-07-05 16:30:09 main:574] : INFO : Epoch 1730 | loss: 0.0311229 | val_loss: 0.0311985 | Time: 2137.44 ms [2021-07-05 16:30:11 main:574] : INFO : Epoch 1731 | loss: 0.0311189 | val_loss: 0.0312069 | Time: 2104.63 ms [2021-07-05 16:30:13 main:574] : INFO : Epoch 1732 | loss: 0.0311152 | val_loss: 0.0312006 | Time: 2142.93 ms [2021-07-05 16:30:16 main:574] : INFO : Epoch 1733 | loss: 0.0311116 | val_loss: 0.031199 | Time: 2132.48 ms [2021-07-05 16:30:18 main:574] : INFO : Epoch 1734 | loss: 0.0311289 | val_loss: 0.0311929 | Time: 2123.06 ms [2021-07-05 16:30:20 main:574] : INFO : Epoch 1735 | loss: 0.0311275 | val_loss: 0.0312006 | Time: 2138.47 ms [2021-07-05 16:30:22 main:574] : INFO : Epoch 1736 | loss: 0.0311233 | val_loss: 0.0312034 | Time: 2133.36 ms [2021-07-05 16:30:24 main:574] : INFO : Epoch 1737 | loss: 0.0311188 | val_loss: 0.031199 | Time: 2110.74 ms [2021-07-05 16:30:26 main:574] : INFO : Epoch 1738 | loss: 0.0311162 | val_loss: 0.0312173 | Time: 2117.95 ms [2021-07-05 16:30:28 main:574] : INFO : Epoch 1739 | loss: 0.0311172 | val_loss: 0.0311968 | Time: 2103.2 ms [2021-07-05 16:30:31 main:574] : INFO : Epoch 1740 | loss: 0.0311187 | val_loss: 0.0312187 | Time: 2136 ms [2021-07-05 16:30:33 main:574] : INFO : Epoch 1741 | loss: 0.0311159 | val_loss: 0.0311998 | Time: 2127.08 ms [2021-07-05 16:30:35 main:574] : INFO : Epoch 1742 | loss: 0.0311149 | val_loss: 0.0312194 | Time: 2111.47 ms [2021-07-05 16:30:37 main:574] : INFO : Epoch 1743 | loss: 0.0311193 | val_loss: 0.0311914 | Time: 2114.34 ms [2021-07-05 16:30:39 main:574] : INFO : Epoch 1744 | loss: 0.0311219 | val_loss: 0.0312006 | Time: 2134.29 ms [2021-07-05 16:30:41 main:574] : INFO : Epoch 1745 | loss: 0.0311193 | val_loss: 0.0311959 | Time: 2135.61 ms [2021-07-05 16:30:43 main:574] : INFO : Epoch 1746 | loss: 0.0311154 | val_loss: 0.0311931 | Time: 2109.91 ms [2021-07-05 16:30:45 main:574] : INFO : Epoch 1747 | loss: 0.0311428 | val_loss: 0.0311864 | Time: 2127.7 ms [2021-07-05 16:30:48 main:574] : INFO : Epoch 1748 | loss: 0.0311335 | val_loss: 0.0312022 | Time: 2117.42 ms [2021-07-05 16:30:50 main:574] : INFO : Epoch 1749 | loss: 0.0311289 | val_loss: 0.0311908 | Time: 2124.84 ms [2021-07-05 16:30:52 main:574] : INFO : Epoch 1750 | loss: 0.0311237 | val_loss: 0.0311951 | Time: 2150.9 ms [2021-07-05 16:30:54 main:574] : INFO : Epoch 1751 | loss: 0.0311183 | val_loss: 0.0312045 | Time: 2131.67 ms [2021-07-05 16:30:56 main:574] : INFO : Epoch 1752 | loss: 0.0311223 | val_loss: 0.0311949 | Time: 2155.41 ms [2021-07-05 16:30:58 main:574] : INFO : Epoch 1753 | loss: 0.0311171 | val_loss: 0.0312059 | Time: 2145.01 ms [2021-07-05 16:31:00 main:574] : INFO : Epoch 1754 | loss: 0.0311199 | val_loss: 0.0311955 | Time: 2142.9 ms [2021-07-05 16:31:03 main:574] : INFO : Epoch 1755 | loss: 0.0311158 | val_loss: 0.0312117 | Time: 2139.84 ms [2021-07-05 16:31:05 main:574] : INFO : Epoch 1756 | loss: 0.0311125 | val_loss: 0.0311966 | Time: 2122.6 ms [2021-07-05 16:31:07 main:574] : INFO : Epoch 1757 | loss: 0.0311124 | val_loss: 0.0311949 | Time: 2122.97 ms [2021-07-05 16:31:09 main:574] : INFO : Epoch 1758 | loss: 0.031124 | val_loss: 0.0312101 | Time: 2125.71 ms [2021-07-05 16:31:11 main:574] : INFO : Epoch 1759 | loss: 0.0311217 | val_loss: 0.031196 | Time: 2124.02 ms [2021-07-05 16:31:13 main:574] : INFO : Epoch 1760 | loss: 0.0311172 | val_loss: 0.0311955 | Time: 2111.23 ms [2021-07-05 16:31:15 main:574] : INFO : Epoch 1761 | loss: 0.0311149 | val_loss: 0.0312019 | Time: 2090.56 ms [2021-07-05 16:31:17 main:574] : INFO : Epoch 1762 | loss: 0.0311137 | val_loss: 0.031201 | Time: 2100.91 ms [2021-07-05 16:31:19 main:574] : INFO : Epoch 1763 | loss: 0.0311065 | val_loss: 0.0311947 | Time: 2115.36 ms [2021-07-05 16:31:22 main:574] : INFO : Epoch 1764 | loss: 0.0311199 | val_loss: 0.0311941 | Time: 2153.09 ms [2021-07-05 16:31:24 main:574] : INFO : Epoch 1765 | loss: 0.0311168 | val_loss: 0.0312045 | Time: 2149.66 ms [2021-07-05 16:31:26 main:574] : INFO : Epoch 1766 | loss: 0.0311119 | val_loss: 0.0311986 | Time: 2132.29 ms [2021-07-05 16:31:28 main:574] : INFO : Epoch 1767 | loss: 0.0311137 | val_loss: 0.0312002 | Time: 2158.99 ms [2021-07-05 16:31:30 main:574] : INFO : Epoch 1768 | loss: 0.0311139 | val_loss: 0.0311986 | Time: 2121.12 ms [2021-07-05 16:31:32 main:574] : INFO : Epoch 1769 | loss: 0.0311082 | val_loss: 0.0312019 | Time: 2109.3 ms [2021-07-05 16:31:34 main:574] : INFO : Epoch 1770 | loss: 0.0311127 | val_loss: 0.0312268 | Time: 2128.38 ms [2021-07-05 16:31:37 main:574] : INFO : Epoch 1771 | loss: 0.0311198 | val_loss: 0.0312028 | Time: 2112.76 ms [2021-07-05 16:31:39 main:574] : INFO : Epoch 1772 | loss: 0.031122 | val_loss: 0.031191 | Time: 2146.35 ms [2021-07-05 16:31:41 main:574] : INFO : Epoch 1773 | loss: 0.0311249 | val_loss: 0.031198 | Time: 2149.28 ms [2021-07-05 16:31:43 main:574] : INFO : Epoch 1774 | loss: 0.0311207 | val_loss: 0.0312136 | Time: 2122.57 ms [2021-07-05 16:31:45 main:574] : INFO : Epoch 1775 | loss: 0.0311139 | val_loss: 0.0312033 | Time: 2122.11 ms [2021-07-05 16:31:47 main:574] : INFO : Epoch 1776 | loss: 0.0311136 | val_loss: 0.0312 | Time: 2132.1 ms [2021-07-05 16:31:49 main:574] : INFO : Epoch 1777 | loss: 0.0311144 | val_loss: 0.0312203 | Time: 2138.28 ms [2021-07-05 16:31:52 main:574] : INFO : Epoch 1778 | loss: 0.031116 | val_loss: 0.0312036 | Time: 2151.47 ms [2021-07-05 16:31:54 main:574] : INFO : Epoch 1779 | loss: 0.0311203 | val_loss: 0.0311965 | Time: 2130.04 ms [2021-07-05 16:31:56 main:574] : INFO : Epoch 1780 | loss: 0.0311171 | val_loss: 0.0312012 | Time: 2168.2 ms [2021-07-05 16:31:58 main:574] : INFO : Epoch 1781 | loss: 0.0311204 | val_loss: 0.0311873 | Time: 2122.23 ms [2021-07-05 16:32:00 main:574] : INFO : Epoch 1782 | loss: 0.0311269 | val_loss: 0.0311943 | Time: 2128.06 ms [2021-07-05 16:32:02 main:574] : INFO : Epoch 1783 | loss: 0.0311189 | val_loss: 0.0311977 | Time: 2124.12 ms [2021-07-05 16:32:04 main:574] : INFO : Epoch 1784 | loss: 0.031112 | val_loss: 0.0312077 | Time: 2109.89 ms [2021-07-05 16:32:07 main:574] : INFO : Epoch 1785 | loss: 0.0311149 | val_loss: 0.031204 | Time: 2119.06 ms [2021-07-05 16:32:09 main:574] : INFO : Epoch 1786 | loss: 0.0311244 | val_loss: 0.0311957 | Time: 2129.34 ms [2021-07-05 16:32:11 main:574] : INFO : Epoch 1787 | loss: 0.0311262 | val_loss: 0.0311966 | Time: 2130.66 ms [2021-07-05 16:32:13 main:574] : INFO : Epoch 1788 | loss: 0.0311235 | val_loss: 0.0311899 | Time: 2127.4 ms [2021-07-05 16:32:15 main:574] : INFO : Epoch 1789 | loss: 0.031119 | val_loss: 0.0312026 | Time: 2124.74 ms [2021-07-05 16:32:17 main:574] : INFO : Epoch 1790 | loss: 0.0311127 | val_loss: 0.0312183 | Time: 2147.81 ms [2021-07-05 16:32:19 main:574] : INFO : Epoch 1791 | loss: 0.0311147 | val_loss: 0.0311997 | Time: 2104.58 ms [2021-07-05 16:32:21 main:574] : INFO : Epoch 1792 | loss: 0.031111 | val_loss: 0.0311991 | Time: 2115.7 ms [2021-07-05 16:32:24 main:574] : INFO : Epoch 1793 | loss: 0.0311071 | val_loss: 0.0312073 | Time: 2120.07 ms [2021-07-05 16:32:26 main:574] : INFO : Epoch 1794 | loss: 0.0311112 | val_loss: 0.0312001 | Time: 2108.31 ms [2021-07-05 16:32:28 main:574] : INFO : Epoch 1795 | loss: 0.0311167 | val_loss: 0.0311919 | Time: 2122.83 ms [2021-07-05 16:32:30 main:574] : INFO : Epoch 1796 | loss: 0.0311177 | val_loss: 0.0312081 | Time: 2130.67 ms [2021-07-05 16:32:32 main:574] : INFO : Epoch 1797 | loss: 0.0311095 | val_loss: 0.0311959 | Time: 2138.99 ms [2021-07-05 16:32:34 main:574] : INFO : Epoch 1798 | loss: 0.0311093 | val_loss: 0.0312102 | Time: 2139.62 ms [2021-07-05 16:32:36 main:574] : INFO : Epoch 1799 | loss: 0.0311133 | val_loss: 0.0311957 | Time: 2105.7 ms [2021-07-05 16:32:38 main:574] : INFO : Epoch 1800 | loss: 0.0311154 | val_loss: 0.0312058 | Time: 2116.58 ms [2021-07-05 16:32:41 main:574] : INFO : Epoch 1801 | loss: 0.0311124 | val_loss: 0.0311944 | Time: 2108.97 ms [2021-07-05 16:32:43 main:574] : INFO : Epoch 1802 | loss: 0.0311103 | val_loss: 0.0312138 | Time: 2133.13 ms [2021-07-05 16:32:45 main:574] : INFO : Epoch 1803 | loss: 0.0311096 | val_loss: 0.0311946 | Time: 2136.49 ms [2021-07-05 16:32:47 main:574] : INFO : Epoch 1804 | loss: 0.0311102 | val_loss: 0.0311985 | Time: 2105.26 ms [2021-07-05 16:32:49 main:574] : INFO : Epoch 1805 | loss: 0.0311113 | val_loss: 0.0312054 | Time: 2131.24 ms [2021-07-05 16:32:51 main:574] : INFO : Epoch 1806 | loss: 0.0311085 | val_loss: 0.0312073 | Time: 2111.84 ms [2021-07-05 16:32:53 main:574] : INFO : Epoch 1807 | loss: 0.0311121 | val_loss: 0.0312004 | Time: 2114.91 ms [2021-07-05 16:32:55 main:574] : INFO : Epoch 1808 | loss: 0.0311062 | val_loss: 0.0312028 | Time: 2139.56 ms [2021-07-05 16:32:58 main:574] : INFO : Epoch 1809 | loss: 0.0311026 | val_loss: 0.0312133 | Time: 2148.18 ms [2021-07-05 16:33:00 main:574] : INFO : Epoch 1810 | loss: 0.0311067 | val_loss: 0.0312316 | Time: 2147.4 ms [2021-07-05 16:33:02 main:574] : INFO : Epoch 1811 | loss: 0.0311124 | val_loss: 0.0312099 | Time: 2140.4 ms [2021-07-05 16:33:04 main:574] : INFO : Epoch 1812 | loss: 0.0311132 | val_loss: 0.0312021 | Time: 2148.2 ms [2021-07-05 16:33:06 main:574] : INFO : Epoch 1813 | loss: 0.0311068 | val_loss: 0.031216 | Time: 2132.96 ms [2021-07-05 16:33:08 main:574] : INFO : Epoch 1814 | loss: 0.0311082 | val_loss: 0.0311972 | Time: 2119.33 ms [2021-07-05 16:33:10 main:574] : INFO : Epoch 1815 | loss: 0.0311044 | val_loss: 0.0311969 | Time: 2138.07 ms [2021-07-05 16:33:13 main:574] : INFO : Epoch 1816 | loss: 0.0311081 | val_loss: 0.031207 | Time: 2112.8 ms [2021-07-05 16:33:15 main:574] : INFO : Epoch 1817 | loss: 0.0311116 | val_loss: 0.0312227 | Time: 2070.65 ms [2021-07-05 16:33:17 main:574] : INFO : Epoch 1818 | loss: 0.0311126 | val_loss: 0.031195 | Time: 2145.32 ms [2021-07-05 16:33:19 main:574] : INFO : Epoch 1819 | loss: 0.0311142 | val_loss: 0.0312054 | Time: 2133.56 ms [2021-07-05 16:33:21 main:574] : INFO : Epoch 1820 | loss: 0.0311155 | val_loss: 0.0312039 | Time: 2139.76 ms [2021-07-05 16:33:23 main:574] : INFO : Epoch 1821 | loss: 0.0311232 | val_loss: 0.0312005 | Time: 2081.63 ms [2021-07-05 16:33:25 main:574] : INFO : Epoch 1822 | loss: 0.0311262 | val_loss: 0.0312027 | Time: 2128.53 ms [2021-07-05 16:33:27 main:574] : INFO : Epoch 1823 | loss: 0.0311262 | val_loss: 0.031196 | Time: 2107.89 ms [2021-07-05 16:33:30 main:574] : INFO : Epoch 1824 | loss: 0.031127 | val_loss: 0.0311935 | Time: 2110.03 ms [2021-07-05 16:33:32 main:574] : INFO : Epoch 1825 | loss: 0.0311173 | val_loss: 0.0312038 | Time: 2118.89 ms [2021-07-05 16:33:34 main:574] : INFO : Epoch 1826 | loss: 0.0311114 | val_loss: 0.0312082 | Time: 2133.62 ms [2021-07-05 16:33:36 main:574] : INFO : Epoch 1827 | loss: 0.0311048 | val_loss: 0.0312098 | Time: 2125.52 ms [2021-07-05 16:33:38 main:574] : INFO : Epoch 1828 | loss: 0.0311034 | val_loss: 0.031206 | Time: 2124.53 ms [2021-07-05 16:33:40 main:574] : INFO : Epoch 1829 | loss: 0.0311057 | val_loss: 0.031197 | Time: 2128.26 ms [2021-07-05 16:33:42 main:574] : INFO : Epoch 1830 | loss: 0.0311085 | val_loss: 0.0312081 | Time: 2153.98 ms [2021-07-05 16:33:44 main:574] : INFO : Epoch 1831 | loss: 0.031108 | val_loss: 0.0312091 | Time: 2102.03 ms [2021-07-05 16:33:47 main:574] : INFO : Epoch 1832 | loss: 0.0311141 | val_loss: 0.0312316 | Time: 2102.57 ms [2021-07-05 16:33:49 main:574] : INFO : Epoch 1833 | loss: 0.0311141 | val_loss: 0.031201 | Time: 2129.05 ms [2021-07-05 16:33:51 main:574] : INFO : Epoch 1834 | loss: 0.0311255 | val_loss: 0.0311962 | Time: 2094.08 ms [2021-07-05 16:33:53 main:574] : INFO : Epoch 1835 | loss: 0.03112 | val_loss: 0.031194 | Time: 2103.05 ms [2021-07-05 16:33:55 main:574] : INFO : Epoch 1836 | loss: 0.0311201 | val_loss: 0.0311983 | Time: 2155.22 ms [2021-07-05 16:33:57 main:574] : INFO : Epoch 1837 | loss: 0.0311213 | val_loss: 0.031209 | Time: 2146.56 ms [2021-07-05 16:33:59 main:574] : INFO : Epoch 1838 | loss: 0.0311172 | val_loss: 0.0311968 | Time: 2107.81 ms [2021-07-05 16:34:01 main:574] : INFO : Epoch 1839 | loss: 0.0311143 | val_loss: 0.0311967 | Time: 2113.05 ms [2021-07-05 16:34:04 main:574] : INFO : Epoch 1840 | loss: 0.0311124 | val_loss: 0.0311998 | Time: 2131.73 ms [2021-07-05 16:34:06 main:574] : INFO : Epoch 1841 | loss: 0.0311036 | val_loss: 0.0311982 | Time: 2077.88 ms [2021-07-05 16:34:08 main:574] : INFO : Epoch 1842 | loss: 0.0311049 | val_loss: 0.0312038 | Time: 2144.12 ms [2021-07-05 16:34:10 main:574] : INFO : Epoch 1843 | loss: 0.0311028 | val_loss: 0.0312011 | Time: 2120.77 ms [2021-07-05 16:34:12 main:574] : INFO : Epoch 1844 | loss: 0.0311041 | val_loss: 0.0312039 | Time: 2134.95 ms [2021-07-05 16:34:14 main:574] : INFO : Epoch 1845 | loss: 0.0311131 | val_loss: 0.0311907 | Time: 2146.73 ms [2021-07-05 16:34:16 main:574] : INFO : Epoch 1846 | loss: 0.0311121 | val_loss: 0.0312056 | Time: 2133.25 ms [2021-07-05 16:34:18 main:574] : INFO : Epoch 1847 | loss: 0.0311121 | val_loss: 0.0312117 | Time: 2104.52 ms [2021-07-05 16:34:21 main:574] : INFO : Epoch 1848 | loss: 0.031114 | val_loss: 0.0312204 | Time: 2090.83 ms [2021-07-05 16:34:23 main:574] : INFO : Epoch 1849 | loss: 0.0311145 | val_loss: 0.0312087 | Time: 2119.31 ms [2021-07-05 16:34:25 main:574] : INFO : Epoch 1850 | loss: 0.0311092 | val_loss: 0.0312115 | Time: 2091.38 ms [2021-07-05 16:34:27 main:574] : INFO : Epoch 1851 | loss: 0.031123 | val_loss: 0.0312031 | Time: 2153.46 ms [2021-07-05 16:34:29 main:574] : INFO : Epoch 1852 | loss: 0.0311112 | val_loss: 0.0312003 | Time: 2154.37 ms [2021-07-05 16:34:31 main:574] : INFO : Epoch 1853 | loss: 0.0311057 | val_loss: 0.0312035 | Time: 2098.94 ms [2021-07-05 16:34:33 main:574] : INFO : Epoch 1854 | loss: 0.0311093 | val_loss: 0.031199 | Time: 2110.01 ms [2021-07-05 16:34:35 main:574] : INFO : Epoch 1855 | loss: 0.0311215 | val_loss: 0.0312082 | Time: 2123.79 ms [2021-07-05 16:34:38 main:574] : INFO : Epoch 1856 | loss: 0.0311151 | val_loss: 0.0312158 | Time: 2115.85 ms [2021-07-05 16:34:40 main:574] : INFO : Epoch 1857 | loss: 0.0311134 | val_loss: 0.0312002 | Time: 2120.98 ms [2021-07-05 16:34:42 main:574] : INFO : Epoch 1858 | loss: 0.0311122 | val_loss: 0.0312143 | Time: 2091.61 ms [2021-07-05 16:34:44 main:574] : INFO : Epoch 1859 | loss: 0.0311134 | val_loss: 0.0311939 | Time: 2148.46 ms [2021-07-05 16:34:46 main:574] : INFO : Epoch 1860 | loss: 0.0311221 | val_loss: 0.0311913 | Time: 2135.44 ms [2021-07-05 16:34:48 main:574] : INFO : Epoch 1861 | loss: 0.0311176 | val_loss: 0.0311963 | Time: 2176.85 ms [2021-07-05 16:34:50 main:574] : INFO : Epoch 1862 | loss: 0.0311107 | val_loss: 0.0311965 | Time: 2132.62 ms [2021-07-05 16:34:53 main:574] : INFO : Epoch 1863 | loss: 0.0311067 | val_loss: 0.0312128 | Time: 2125.62 ms [2021-07-05 16:34:55 main:574] : INFO : Epoch 1864 | loss: 0.031104 | val_loss: 0.0312187 | Time: 2113.46 ms [2021-07-05 16:34:57 main:574] : INFO : Epoch 1865 | loss: 0.0311011 | val_loss: 0.0312374 | Time: 2156.27 ms [2021-07-05 16:34:59 main:574] : INFO : Epoch 1866 | loss: 0.0311069 | val_loss: 0.0312073 | Time: 2120.58 ms [2021-07-05 16:35:01 main:574] : INFO : Epoch 1867 | loss: 0.0311086 | val_loss: 0.0311992 | Time: 2126.15 ms [2021-07-05 16:35:03 main:574] : INFO : Epoch 1868 | loss: 0.0311073 | val_loss: 0.0312003 | Time: 2115.48 ms [2021-07-05 16:35:05 main:574] : INFO : Epoch 1869 | loss: 0.031114 | val_loss: 0.0312217 | Time: 2140.4 ms [2021-07-05 16:35:08 main:574] : INFO : Epoch 1870 | loss: 0.031134 | val_loss: 0.0311901 | Time: 2144.8 ms [2021-07-05 16:35:10 main:574] : INFO : Epoch 1871 | loss: 0.0311498 | val_loss: 0.0311929 | Time: 2135.1 ms [2021-07-05 16:35:12 main:574] : INFO : Epoch 1872 | loss: 0.0311423 | val_loss: 0.0311876 | Time: 2153.18 ms [2021-07-05 16:35:14 main:574] : INFO : Epoch 1873 | loss: 0.0311339 | val_loss: 0.0311904 | Time: 2130.59 ms [2021-07-05 16:35:16 main:574] : INFO : Epoch 1874 | loss: 0.0311283 | val_loss: 0.031188 | Time: 2100.84 ms [2021-07-05 16:35:18 main:574] : INFO : Epoch 1875 | loss: 0.0311244 | val_loss: 0.0312002 | Time: 2124.48 ms [2021-07-05 16:35:20 main:574] : INFO : Epoch 1876 | loss: 0.0311172 | val_loss: 0.0311939 | Time: 2132.36 ms [2021-07-05 16:35:22 main:574] : INFO : Epoch 1877 | loss: 0.0311177 | val_loss: 0.0312053 | Time: 2175.23 ms [2021-07-05 16:35:25 main:574] : INFO : Epoch 1878 | loss: 0.0311124 | val_loss: 0.031202 | Time: 2140.88 ms [2021-07-05 16:35:27 main:574] : INFO : Epoch 1879 | loss: 0.0311079 | val_loss: 0.0312039 | Time: 2142.79 ms [2021-07-05 16:35:29 main:574] : INFO : Epoch 1880 | loss: 0.0311048 | val_loss: 0.0312004 | Time: 2139.59 ms [2021-07-05 16:35:31 main:574] : INFO : Epoch 1881 | loss: 0.0311042 | val_loss: 0.0312202 | Time: 2134.78 ms [2021-07-05 16:35:33 main:574] : INFO : Epoch 1882 | loss: 0.0310984 | val_loss: 0.0312249 | Time: 2153.04 ms [2021-07-05 16:35:35 main:574] : INFO : Epoch 1883 | loss: 0.0310993 | val_loss: 0.0312124 | Time: 2152.34 ms [2021-07-05 16:35:38 main:574] : INFO : Epoch 1884 | loss: 0.0310967 | val_loss: 0.0312067 | Time: 2113.67 ms [2021-07-05 16:35:40 main:574] : INFO : Epoch 1885 | loss: 0.0310961 | val_loss: 0.0312131 | Time: 2124.42 ms [2021-07-05 16:35:42 main:574] : INFO : Epoch 1886 | loss: 0.031099 | val_loss: 0.0312069 | Time: 2126.67 ms [2021-07-05 16:35:44 main:574] : INFO : Epoch 1887 | loss: 0.0311019 | val_loss: 0.0311993 | Time: 2141.23 ms [2021-07-05 16:35:46 main:574] : INFO : Epoch 1888 | loss: 0.0311005 | val_loss: 0.0312095 | Time: 2110.92 ms [2021-07-05 16:35:48 main:574] : INFO : Epoch 1889 | loss: 0.03111 | val_loss: 0.0312027 | Time: 2135.13 ms [2021-07-05 16:35:50 main:574] : INFO : Epoch 1890 | loss: 0.0311044 | val_loss: 0.0312079 | Time: 2127.22 ms [2021-07-05 16:35:52 main:574] : INFO : Epoch 1891 | loss: 0.0311028 | val_loss: 0.0312032 | Time: 2093.51 ms [2021-07-05 16:35:55 main:574] : INFO : Epoch 1892 | loss: 0.0310952 | val_loss: 0.0312264 | Time: 2097.63 ms [2021-07-05 16:35:57 main:574] : INFO : Epoch 1893 | loss: 0.0311009 | val_loss: 0.0312184 | Time: 2133.19 ms [2021-07-05 16:35:59 main:574] : INFO : Epoch 1894 | loss: 0.0311076 | val_loss: 0.0312095 | Time: 2162.55 ms [2021-07-05 16:36:01 main:574] : INFO : Epoch 1895 | loss: 0.0311047 | val_loss: 0.0312075 | Time: 2128.85 ms [2021-07-05 16:36:03 main:574] : INFO : Epoch 1896 | loss: 0.0310983 | val_loss: 0.0312145 | Time: 2121.6 ms [2021-07-05 16:36:05 main:574] : INFO : Epoch 1897 | loss: 0.0310983 | val_loss: 0.0312122 | Time: 2125.32 ms [2021-07-05 16:36:07 main:574] : INFO : Epoch 1898 | loss: 0.031107 | val_loss: 0.0312119 | Time: 2106.13 ms [2021-07-05 16:36:09 main:574] : INFO : Epoch 1899 | loss: 0.0311115 | val_loss: 0.0312126 | Time: 2117.58 ms [2021-07-05 16:36:12 main:574] : INFO : Epoch 1900 | loss: 0.0311111 | val_loss: 0.0312004 | Time: 2095 ms [2021-07-05 16:36:14 main:574] : INFO : Epoch 1901 | loss: 0.0311087 | val_loss: 0.0311994 | Time: 2085.91 ms [2021-07-05 16:36:16 main:574] : INFO : Epoch 1902 | loss: 0.0311047 | val_loss: 0.0312066 | Time: 2130.6 ms [2021-07-05 16:36:18 main:574] : INFO : Epoch 1903 | loss: 0.0310986 | val_loss: 0.0312008 | Time: 2133.4 ms [2021-07-05 16:36:20 main:574] : INFO : Epoch 1904 | loss: 0.0311051 | val_loss: 0.0312142 | Time: 2146.38 ms [2021-07-05 16:36:22 main:574] : INFO : Epoch 1905 | loss: 0.031103 | val_loss: 0.0311976 | Time: 2131.91 ms [2021-07-05 16:36:24 main:574] : INFO : Epoch 1906 | loss: 0.0311036 | val_loss: 0.0311967 | Time: 2128.92 ms [2021-07-05 16:36:26 main:574] : INFO : Epoch 1907 | loss: 0.0311037 | val_loss: 0.0312098 | Time: 2123.63 ms [2021-07-05 16:36:29 main:574] : INFO : Epoch 1908 | loss: 0.0310965 | val_loss: 0.0312095 | Time: 2153.12 ms [2021-07-05 16:36:31 main:574] : INFO : Epoch 1909 | loss: 0.031098 | val_loss: 0.0312125 | Time: 2129.71 ms [2021-07-05 16:36:33 main:574] : INFO : Epoch 1910 | loss: 0.0311024 | val_loss: 0.0312093 | Time: 2144.96 ms [2021-07-05 16:36:35 main:574] : INFO : Epoch 1911 | loss: 0.0310994 | val_loss: 0.0312091 | Time: 2130.22 ms [2021-07-05 16:36:37 main:574] : INFO : Epoch 1912 | loss: 0.0310998 | val_loss: 0.0312173 | Time: 2127.01 ms [2021-07-05 16:36:39 main:574] : INFO : Epoch 1913 | loss: 0.0310959 | val_loss: 0.0312125 | Time: 2126.2 ms [2021-07-05 16:36:41 main:574] : INFO : Epoch 1914 | loss: 0.0310954 | val_loss: 0.0312065 | Time: 2106.54 ms [2021-07-05 16:36:44 main:574] : INFO : Epoch 1915 | loss: 0.0311007 | val_loss: 0.0312207 | Time: 2152.06 ms [2021-07-05 16:36:46 main:574] : INFO : Epoch 1916 | loss: 0.0310955 | val_loss: 0.0312084 | Time: 2130.2 ms [2021-07-05 16:36:48 main:574] : INFO : Epoch 1917 | loss: 0.0310987 | val_loss: 0.0312032 | Time: 2092.18 ms [2021-07-05 16:36:50 main:574] : INFO : Epoch 1918 | loss: 0.0311049 | val_loss: 0.0312044 | Time: 2121.7 ms [2021-07-05 16:36:52 main:574] : INFO : Epoch 1919 | loss: 0.0310979 | val_loss: 0.0312161 | Time: 2119.62 ms [2021-07-05 16:36:54 main:574] : INFO : Epoch 1920 | loss: 0.0310924 | val_loss: 0.0312132 | Time: 2156.12 ms [2021-07-05 16:36:56 main:574] : INFO : Epoch 1921 | loss: 0.0310956 | val_loss: 0.0312126 | Time: 2132.59 ms [2021-07-05 16:36:58 main:574] : INFO : Epoch 1922 | loss: 0.0310946 | val_loss: 0.0312239 | Time: 2115.4 ms [2021-07-05 16:37:01 main:574] : INFO : Epoch 1923 | loss: 0.0310998 | val_loss: 0.031222 | Time: 2130.74 ms [2021-07-05 16:37:03 main:574] : INFO : Epoch 1924 | loss: 0.0311091 | val_loss: 0.031207 | Time: 2111.74 ms [2021-07-05 16:37:05 main:574] : INFO : Epoch 1925 | loss: 0.0311063 | val_loss: 0.0312064 | Time: 2143.2 ms [2021-07-05 16:37:07 main:574] : INFO : Epoch 1926 | loss: 0.0310986 | val_loss: 0.0312033 | Time: 2152.97 ms [2021-07-05 16:37:09 main:574] : INFO : Epoch 1927 | loss: 0.0310989 | val_loss: 0.031203 | Time: 2120.46 ms [2021-07-05 16:37:11 main:574] : INFO : Epoch 1928 | loss: 0.0310958 | val_loss: 0.0312051 | Time: 2132.42 ms [2021-07-05 16:37:13 main:574] : INFO : Epoch 1929 | loss: 0.0311059 | val_loss: 0.0311968 | Time: 2125.26 ms [2021-07-05 16:37:16 main:574] : INFO : Epoch 1930 | loss: 0.031106 | val_loss: 0.0312254 | Time: 2123.81 ms [2021-07-05 16:37:18 main:574] : INFO : Epoch 1931 | loss: 0.0311055 | val_loss: 0.0311979 | Time: 2120.96 ms [2021-07-05 16:37:20 main:574] : INFO : Epoch 1932 | loss: 0.0311023 | val_loss: 0.0312198 | Time: 2107.08 ms [2021-07-05 16:37:22 main:574] : INFO : Epoch 1933 | loss: 0.0311009 | val_loss: 0.0312169 | Time: 2112.79 ms [2021-07-05 16:37:24 main:574] : INFO : Epoch 1934 | loss: 0.0310938 | val_loss: 0.0312051 | Time: 2175.36 ms [2021-07-05 16:37:26 main:574] : INFO : Epoch 1935 | loss: 0.0310961 | val_loss: 0.0312099 | Time: 2141.41 ms [2021-07-05 16:37:28 main:574] : INFO : Epoch 1936 | loss: 0.0310949 | val_loss: 0.0312218 | Time: 2126.93 ms [2021-07-05 16:37:30 main:574] : INFO : Epoch 1937 | loss: 0.031086 | val_loss: 0.031214 | Time: 2112.25 ms [2021-07-05 16:37:33 main:574] : INFO : Epoch 1938 | loss: 0.0310897 | val_loss: 0.031213 | Time: 2131.91 ms [2021-07-05 16:37:35 main:574] : INFO : Epoch 1939 | loss: 0.0310883 | val_loss: 0.0312314 | Time: 2129.08 ms [2021-07-05 16:37:37 main:574] : INFO : Epoch 1940 | loss: 0.0310878 | val_loss: 0.0312233 | Time: 2114.45 ms [2021-07-05 16:37:39 main:574] : INFO : Epoch 1941 | loss: 0.0310833 | val_loss: 0.0312255 | Time: 2132.24 ms [2021-07-05 16:37:41 main:574] : INFO : Epoch 1942 | loss: 0.0310865 | val_loss: 0.0312128 | Time: 2129.88 ms [2021-07-05 16:37:43 main:574] : INFO : Epoch 1943 | loss: 0.0310926 | val_loss: 0.0312038 | Time: 2123.35 ms [2021-07-05 16:37:45 main:574] : INFO : Epoch 1944 | loss: 0.0310936 | val_loss: 0.0312069 | Time: 2115.99 ms [2021-07-05 16:37:48 main:574] : INFO : Epoch 1945 | loss: 0.0310904 | val_loss: 0.0312344 | Time: 2149.06 ms [2021-07-05 16:37:50 main:574] : INFO : Epoch 1946 | loss: 0.0310909 | val_loss: 0.03123 | Time: 2112.31 ms [2021-07-05 16:37:52 main:574] : INFO : Epoch 1947 | loss: 0.0310865 | val_loss: 0.0312153 | Time: 2130.5 ms [2021-07-05 16:37:54 main:574] : INFO : Epoch 1948 | loss: 0.0310878 | val_loss: 0.0312216 | Time: 2127.5 ms [2021-07-05 16:37:56 main:574] : INFO : Epoch 1949 | loss: 0.0310924 | val_loss: 0.031216 | Time: 2148.51 ms [2021-07-05 16:37:58 main:574] : INFO : Epoch 1950 | loss: 0.0310941 | val_loss: 0.0312072 | Time: 2110.08 ms [2021-07-05 16:38:00 main:574] : INFO : Epoch 1951 | loss: 0.0310989 | val_loss: 0.0312107 | Time: 2110.19 ms [2021-07-05 16:38:02 main:574] : INFO : Epoch 1952 | loss: 0.0311031 | val_loss: 0.0312049 | Time: 2131.13 ms [2021-07-05 16:38:05 main:574] : INFO : Epoch 1953 | loss: 0.0311006 | val_loss: 0.0312033 | Time: 2140.06 ms [2021-07-05 16:38:07 main:574] : INFO : Epoch 1954 | loss: 0.0310982 | val_loss: 0.0312131 | Time: 2107.33 ms [2021-07-05 16:38:09 main:574] : INFO : Epoch 1955 | loss: 0.0310879 | val_loss: 0.0312176 | Time: 2129.4 ms [2021-07-05 16:38:11 main:574] : INFO : Epoch 1956 | loss: 0.0310895 | val_loss: 0.0312194 | Time: 2121.31 ms [2021-07-05 16:38:13 main:574] : INFO : Epoch 1957 | loss: 0.0310931 | val_loss: 0.0312131 | Time: 2124.26 ms [2021-07-05 16:38:15 main:574] : INFO : Epoch 1958 | loss: 0.0310867 | val_loss: 0.0312111 | Time: 2120.47 ms [2021-07-05 16:38:17 main:574] : INFO : Epoch 1959 | loss: 0.0310936 | val_loss: 0.0312083 | Time: 2142.96 ms [2021-07-05 16:38:19 main:574] : INFO : Epoch 1960 | loss: 0.0311039 | val_loss: 0.0312106 | Time: 2108.72 ms [2021-07-05 16:38:22 main:574] : INFO : Epoch 1961 | loss: 0.0310956 | val_loss: 0.0312193 | Time: 2133.27 ms [2021-07-05 16:38:24 main:574] : INFO : Epoch 1962 | loss: 0.0310867 | val_loss: 0.031233 | Time: 2125.57 ms [2021-07-05 16:38:26 main:574] : INFO : Epoch 1963 | loss: 0.0310869 | val_loss: 0.0312256 | Time: 2113.48 ms [2021-07-05 16:38:28 main:574] : INFO : Epoch 1964 | loss: 0.0310869 | val_loss: 0.031225 | Time: 2102.8 ms [2021-07-05 16:38:30 main:574] : INFO : Epoch 1965 | loss: 0.031085 | val_loss: 0.0312287 | Time: 2111.32 ms [2021-07-05 16:38:32 main:574] : INFO : Epoch 1966 | loss: 0.0310912 | val_loss: 0.031218 | Time: 2119.94 ms [2021-07-05 16:38:34 main:574] : INFO : Epoch 1967 | loss: 0.0310931 | val_loss: 0.0312071 | Time: 2122.48 ms [2021-07-05 16:38:36 main:574] : INFO : Epoch 1968 | loss: 0.0310981 | val_loss: 0.0312076 | Time: 2145.46 ms [2021-07-05 16:38:39 main:574] : INFO : Epoch 1969 | loss: 0.0310965 | val_loss: 0.0312144 | Time: 2144.31 ms [2021-07-05 16:38:41 main:574] : INFO : Epoch 1970 | loss: 0.03109 | val_loss: 0.0312297 | Time: 2110.46 ms [2021-07-05 16:38:43 main:574] : INFO : Epoch 1971 | loss: 0.0310947 | val_loss: 0.0312219 | Time: 2146.08 ms [2021-07-05 16:38:45 main:574] : INFO : Epoch 1972 | loss: 0.0310932 | val_loss: 0.0312083 | Time: 2125.94 ms [2021-07-05 16:38:47 main:574] : INFO : Epoch 1973 | loss: 0.0310882 | val_loss: 0.0312269 | Time: 2124.35 ms [2021-07-05 16:38:49 main:574] : INFO : Epoch 1974 | loss: 0.031087 | val_loss: 0.0312287 | Time: 2133.58 ms [2021-07-05 16:38:51 main:574] : INFO : Epoch 1975 | loss: 0.0310873 | val_loss: 0.031214 | Time: 2137.96 ms [2021-07-05 16:38:54 main:574] : INFO : Epoch 1976 | loss: 0.0310891 | val_loss: 0.0312149 | Time: 2123.07 ms [2021-07-05 16:38:56 main:574] : INFO : Epoch 1977 | loss: 0.0310923 | val_loss: 0.031221 | Time: 2107.01 ms [2021-07-05 16:38:58 main:574] : INFO : Epoch 1978 | loss: 0.0310916 | val_loss: 0.03124 | Time: 2111.8 ms [2021-07-05 16:39:00 main:574] : INFO : Epoch 1979 | loss: 0.0310929 | val_loss: 0.0312111 | Time: 2111.64 ms [2021-07-05 16:39:02 main:574] : INFO : Epoch 1980 | loss: 0.031092 | val_loss: 0.0312171 | Time: 2138.3 ms [2021-07-05 16:39:04 main:574] : INFO : Epoch 1981 | loss: 0.0310838 | val_loss: 0.0312257 | Time: 2106.09 ms [2021-07-05 16:39:06 main:574] : INFO : Epoch 1982 | loss: 0.0310873 | val_loss: 0.0312057 | Time: 2114.81 ms [2021-07-05 16:39:08 main:574] : INFO : Epoch 1983 | loss: 0.0310943 | val_loss: 0.0312306 | Time: 2124.29 ms [2021-07-05 16:39:11 main:574] : INFO : Epoch 1984 | loss: 0.0310899 | val_loss: 0.03121 | Time: 2098.79 ms [2021-07-05 16:39:13 main:574] : INFO : Epoch 1985 | loss: 0.0310936 | val_loss: 0.031209 | Time: 2115.42 ms [2021-07-05 16:39:15 main:574] : INFO : Epoch 1986 | loss: 0.031092 | val_loss: 0.0312325 | Time: 2143.3 ms [2021-07-05 16:39:17 main:574] : INFO : Epoch 1987 | loss: 0.0310928 | val_loss: 0.0312302 | Time: 2156.69 ms [2021-07-05 16:39:19 main:574] : INFO : Epoch 1988 | loss: 0.0310952 | val_loss: 0.0312194 | Time: 2121.81 ms [2021-07-05 16:39:21 main:574] : INFO : Epoch 1989 | loss: 0.0310928 | val_loss: 0.0312148 | Time: 2122.38 ms [2021-07-05 16:39:23 main:574] : INFO : Epoch 1990 | loss: 0.0310956 | val_loss: 0.0312213 | Time: 2109.02 ms [2021-07-05 16:39:25 main:574] : INFO : Epoch 1991 | loss: 0.0310864 | val_loss: 0.031222 | Time: 2113.98 ms [2021-07-05 16:39:28 main:574] : INFO : Epoch 1992 | loss: 0.0310862 | val_loss: 0.0312198 | Time: 2121.14 ms [2021-07-05 16:39:30 main:574] : INFO : Epoch 1993 | loss: 0.0310875 | val_loss: 0.0312349 | Time: 2110.91 ms [2021-07-05 16:39:32 main:574] : INFO : Epoch 1994 | loss: 0.0310871 | val_loss: 0.031218 | Time: 2137.45 ms [2021-07-05 16:39:34 main:574] : INFO : Epoch 1995 | loss: 0.031086 | val_loss: 0.0312371 | Time: 2135.25 ms [2021-07-05 16:39:36 main:574] : INFO : Epoch 1996 | loss: 0.0310803 | val_loss: 0.0312388 | Time: 2139.1 ms [2021-07-05 16:39:38 main:574] : INFO : Epoch 1997 | loss: 0.0310857 | val_loss: 0.0312314 | Time: 2148.12 ms [2021-07-05 16:39:40 main:574] : INFO : Epoch 1998 | loss: 0.0310824 | val_loss: 0.0312167 | Time: 2114.6 ms [2021-07-05 16:39:43 main:574] : INFO : Epoch 1999 | loss: 0.0310825 | val_loss: 0.0312252 | Time: 2162.74 ms [2021-07-05 16:39:45 main:574] : INFO : Epoch 2000 | loss: 0.031085 | val_loss: 0.0312146 | Time: 2102.3 ms [2021-07-05 16:39:47 main:574] : INFO : Epoch 2001 | loss: 0.031088 | val_loss: 0.0312204 | Time: 2106 ms [2021-07-05 16:39:49 main:574] : INFO : Epoch 2002 | loss: 0.0310914 | val_loss: 0.0312193 | Time: 2113.37 ms [2021-07-05 16:39:51 main:574] : INFO : Epoch 2003 | loss: 0.0310909 | val_loss: 0.0312222 | Time: 2121.07 ms [2021-07-05 16:39:53 main:574] : INFO : Epoch 2004 | loss: 0.0310894 | val_loss: 0.031209 | Time: 2131.14 ms [2021-07-05 16:39:55 main:574] : INFO : Epoch 2005 | loss: 0.0310846 | val_loss: 0.0312201 | Time: 2071.23 ms [2021-07-05 16:39:57 main:574] : INFO : Epoch 2006 | loss: 0.0310883 | val_loss: 0.0312163 | Time: 2116.76 ms [2021-07-05 16:39:59 main:574] : INFO : Epoch 2007 | loss: 0.0310855 | val_loss: 0.0312161 | Time: 2117.35 ms [2021-07-05 16:40:02 main:574] : INFO : Epoch 2008 | loss: 0.0310914 | val_loss: 0.031223 | Time: 2152.99 ms [2021-07-05 16:40:04 main:574] : INFO : Epoch 2009 | loss: 0.0310898 | val_loss: 0.0312214 | Time: 2166.46 ms [2021-07-05 16:40:06 main:574] : INFO : Epoch 2010 | loss: 0.0310788 | val_loss: 0.0312307 | Time: 2089.69 ms [2021-07-05 16:40:08 main:574] : INFO : Epoch 2011 | loss: 0.0310819 | val_loss: 0.0312239 | Time: 2106.08 ms [2021-07-05 16:40:10 main:574] : INFO : Epoch 2012 | loss: 0.031081 | val_loss: 0.031218 | Time: 2115.66 ms [2021-07-05 16:40:12 main:574] : INFO : Epoch 2013 | loss: 0.03108 | val_loss: 0.0312309 | Time: 2105.06 ms [2021-07-05 16:40:14 main:574] : INFO : Epoch 2014 | loss: 0.0310903 | val_loss: 0.0312421 | Time: 2095.88 ms [2021-07-05 16:40:16 main:574] : INFO : Epoch 2015 | loss: 0.0310824 | val_loss: 0.0312297 | Time: 2108.7 ms [2021-07-05 16:40:19 main:574] : INFO : Epoch 2016 | loss: 0.0310963 | val_loss: 0.0311962 | Time: 2104.05 ms [2021-07-05 16:40:21 main:574] : INFO : Epoch 2017 | loss: 0.0311098 | val_loss: 0.0312259 | Time: 2142.92 ms [2021-07-05 16:40:23 main:574] : INFO : Epoch 2018 | loss: 0.0310958 | val_loss: 0.0312118 | Time: 2099.87 ms [2021-07-05 16:40:25 main:574] : INFO : Epoch 2019 | loss: 0.031092 | val_loss: 0.0312254 | Time: 2127.62 ms [2021-07-05 16:40:27 main:574] : INFO : Epoch 2020 | loss: 0.0310827 | val_loss: 0.03123 | Time: 2141.37 ms [2021-07-05 16:40:29 main:574] : INFO : Epoch 2021 | loss: 0.0310875 | val_loss: 0.0312154 | Time: 2167.65 ms [2021-07-05 16:40:31 main:574] : INFO : Epoch 2022 | loss: 0.0310902 | val_loss: 0.0311995 | Time: 2123.33 ms [2021-07-05 16:40:33 main:574] : INFO : Epoch 2023 | loss: 0.0310954 | val_loss: 0.0312102 | Time: 2106.67 ms [2021-07-05 16:40:36 main:574] : INFO : Epoch 2024 | loss: 0.0311091 | val_loss: 0.031248 | Time: 2150.98 ms [2021-07-05 16:40:38 main:574] : INFO : Epoch 2025 | loss: 0.0311029 | val_loss: 0.0312123 | Time: 2106.3 ms [2021-07-05 16:40:40 main:574] : INFO : Epoch 2026 | loss: 0.031102 | val_loss: 0.0312159 | Time: 2118.91 ms [2021-07-05 16:40:42 main:574] : INFO : Epoch 2027 | loss: 0.0310962 | val_loss: 0.031225 | Time: 2103.9 ms [2021-07-05 16:40:44 main:574] : INFO : Epoch 2028 | loss: 0.0310887 | val_loss: 0.0312283 | Time: 2135.34 ms [2021-07-05 16:40:46 main:574] : INFO : Epoch 2029 | loss: 0.0310897 | val_loss: 0.0312245 | Time: 2102.18 ms [2021-07-05 16:40:48 main:574] : INFO : Epoch 2030 | loss: 0.031084 | val_loss: 0.0312144 | Time: 2137.84 ms [2021-07-05 16:40:50 main:574] : INFO : Epoch 2031 | loss: 0.0310824 | val_loss: 0.0312236 | Time: 2130.28 ms [2021-07-05 16:40:53 main:574] : INFO : Epoch 2032 | loss: 0.0310864 | val_loss: 0.0312186 | Time: 2142.83 ms [2021-07-05 16:40:55 main:574] : INFO : Epoch 2033 | loss: 0.0310787 | val_loss: 0.0312196 | Time: 2104.73 ms [2021-07-05 16:40:57 main:574] : INFO : Epoch 2034 | loss: 0.0310775 | val_loss: 0.031232 | Time: 2124.3 ms [2021-07-05 16:40:59 main:574] : INFO : Epoch 2035 | loss: 0.0310819 | val_loss: 0.0312126 | Time: 2117.29 ms [2021-07-05 16:41:01 main:574] : INFO : Epoch 2036 | loss: 0.0310762 | val_loss: 0.0312253 | Time: 2121.46 ms [2021-07-05 16:41:03 main:574] : INFO : Epoch 2037 | loss: 0.0310732 | val_loss: 0.0312259 | Time: 2146.7 ms [2021-07-05 16:41:05 main:574] : INFO : Epoch 2038 | loss: 0.0310739 | val_loss: 0.0312397 | Time: 2111.94 ms [2021-07-05 16:41:08 main:574] : INFO : Epoch 2039 | loss: 0.0310849 | val_loss: 0.031228 | Time: 2140.98 ms [2021-07-05 16:41:10 main:574] : INFO : Epoch 2040 | loss: 0.0310748 | val_loss: 0.0312504 | Time: 2098.53 ms [2021-07-05 16:41:12 main:574] : INFO : Epoch 2041 | loss: 0.0310788 | val_loss: 0.0312191 | Time: 2113.42 ms [2021-07-05 16:41:14 main:574] : INFO : Epoch 2042 | loss: 0.0311031 | val_loss: 0.0312081 | Time: 2131.47 ms [2021-07-05 16:41:16 main:574] : INFO : Epoch 2043 | loss: 0.0310966 | val_loss: 0.0312152 | Time: 2127.04 ms [2021-07-05 16:41:18 main:574] : INFO : Epoch 2044 | loss: 0.0310945 | val_loss: 0.0312238 | Time: 2135.33 ms [2021-07-05 16:41:20 main:574] : INFO : Epoch 2045 | loss: 0.0310896 | val_loss: 0.0312333 | Time: 2110.72 ms [2021-07-05 16:41:22 main:574] : INFO : Epoch 2046 | loss: 0.0310865 | val_loss: 0.0312367 | Time: 2108.98 ms [2021-07-05 16:41:25 main:574] : INFO : Epoch 2047 | loss: 0.0310872 | val_loss: 0.0312175 | Time: 2153.38 ms [2021-07-05 16:41:27 main:574] : INFO : Epoch 2048 | loss: 0.0310825 | val_loss: 0.0312195 | Time: 2067.59 ms [2021-07-05 16:41:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312195 [2021-07-05 16:41:27 main:603] : INFO : Saving end state to config to file [2021-07-05 16:41:27 main:608] : INFO : Success, exiting.. 16:41:27 (53228): 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)