Task 4135670
| Name | ParityMachine-1612383759-6389-3_0 |
| Workunit | 2246014 |
| Created | 20 Feb 2021, 14:25:20 UTC |
| Sent | 3 Mar 2021, 1:40:20 UTC |
| Report deadline | 10 Mar 2021, 1:40:20 UTC |
| Received | 3 Mar 2021, 8:39:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 30 min 19 sec |
| CPU time | 1 hours 26 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0309568 | val_loss: 0.0310218 | Time: 2550.11 ms [2021-03-03 15:17:07 main:574] : INFO : Epoch 1543 | loss: 0.030958 | val_loss: 0.0310241 | Time: 2550.18 ms [2021-03-03 15:17:09 main:574] : INFO : Epoch 1544 | loss: 0.0309522 | val_loss: 0.031013 | Time: 2543.19 ms [2021-03-03 15:17:12 main:574] : INFO : Epoch 1545 | loss: 0.030951 | val_loss: 0.0310083 | Time: 2554.85 ms [2021-03-03 15:17:15 main:574] : INFO : Epoch 1546 | loss: 0.0309523 | val_loss: 0.0310171 | Time: 2543.23 ms [2021-03-03 15:17:17 main:574] : INFO : Epoch 1547 | loss: 0.0309541 | val_loss: 0.0310295 | Time: 2546.53 ms [2021-03-03 15:17:20 main:574] : INFO : Epoch 1548 | loss: 0.0309537 | val_loss: 0.0310231 | Time: 2555.87 ms [2021-03-03 15:17:23 main:574] : INFO : Epoch 1549 | loss: 0.0309506 | val_loss: 0.0310099 | Time: 2534.74 ms [2021-03-03 15:17:25 main:574] : INFO : Epoch 1550 | loss: 0.030951 | val_loss: 0.0310141 | Time: 2546.44 ms [2021-03-03 15:17:28 main:574] : INFO : Epoch 1551 | loss: 0.0309473 | val_loss: 0.0310138 | Time: 2546.24 ms [2021-03-03 15:17:30 main:574] : INFO : Epoch 1552 | loss: 0.0309538 | val_loss: 0.0310275 | Time: 2548.26 ms [2021-03-03 15:17:33 main:574] : INFO : Epoch 1553 | loss: 0.0309582 | val_loss: 0.0310064 | Time: 2549.84 ms [2021-03-03 15:17:36 main:574] : INFO : Epoch 1554 | loss: 0.0309565 | val_loss: 0.0310071 | Time: 2553.76 ms [2021-03-03 15:17:38 main:574] : INFO : Epoch 1555 | loss: 0.0309604 | val_loss: 0.0310163 | Time: 2548.91 ms [2021-03-03 15:17:41 main:574] : INFO : Epoch 1556 | loss: 0.0309596 | val_loss: 0.0310075 | Time: 2555.19 ms [2021-03-03 15:17:44 main:574] : INFO : Epoch 1557 | loss: 0.0309541 | val_loss: 0.0310127 | Time: 2542.39 ms [2021-03-03 15:17:46 main:574] : INFO : Epoch 1558 | loss: 0.0309649 | val_loss: 0.0310178 | Time: 2553.13 ms [2021-03-03 15:17:49 main:574] : INFO : Epoch 1559 | loss: 0.0309575 | val_loss: 0.0310167 | Time: 2572.35 ms [2021-03-03 15:17:52 main:574] : INFO : Epoch 1560 | loss: 0.0309532 | val_loss: 0.0310177 | Time: 2541.92 ms [2021-03-03 15:17:54 main:574] : INFO : Epoch 1561 | loss: 0.0309626 | val_loss: 0.0310159 | Time: 2546.89 ms [2021-03-03 15:17:57 main:574] : INFO : Epoch 1562 | loss: 0.0309523 | val_loss: 0.0310151 | Time: 2564.94 ms [2021-03-03 15:17:59 main:574] : INFO : Epoch 1563 | loss: 0.0309547 | val_loss: 0.0310172 | Time: 2540.75 ms [2021-03-03 15:18:02 main:574] : INFO : Epoch 1564 | loss: 0.0309451 | val_loss: 0.0310277 | Time: 2562.61 ms [2021-03-03 15:18:05 main:574] : INFO : Epoch 1565 | loss: 0.0309508 | val_loss: 0.0310352 | Time: 2553.52 ms [2021-03-03 15:18:07 main:574] : INFO : Epoch 1566 | loss: 0.0309456 | val_loss: 0.0310201 | Time: 2538.02 ms [2021-03-03 15:18:10 main:574] : INFO : Epoch 1567 | loss: 0.0309451 | val_loss: 0.0310162 | Time: 2551.97 ms [2021-03-03 15:18:13 main:574] : INFO : Epoch 1568 | loss: 0.0309414 | val_loss: 0.031021 | Time: 2540.96 ms [2021-03-03 15:18:15 main:574] : INFO : Epoch 1569 | loss: 0.0309483 | val_loss: 0.0310253 | Time: 2538.72 ms [2021-03-03 15:18:18 main:574] : INFO : Epoch 1570 | loss: 0.0309951 | val_loss: 0.0310299 | Time: 2550.55 ms [2021-03-03 15:18:20 main:574] : INFO : Epoch 1571 | loss: 0.0309909 | val_loss: 0.0310377 | Time: 2543.22 ms [2021-03-03 15:18:23 main:574] : INFO : Epoch 1572 | loss: 0.030993 | val_loss: 0.0310311 | Time: 2548.4 ms [2021-03-03 15:18:26 main:574] : INFO : Epoch 1573 | loss: 0.0309797 | val_loss: 0.0310179 | Time: 2551.39 ms [2021-03-03 15:18:28 main:574] : INFO : Epoch 1574 | loss: 0.0309862 | val_loss: 0.0310183 | Time: 2537.32 ms [2021-03-03 15:18:31 main:574] : INFO : Epoch 1575 | loss: 0.030974 | val_loss: 0.0310132 | Time: 2553.22 ms [2021-03-03 15:18:34 main:574] : INFO : Epoch 1576 | loss: 0.0309832 | val_loss: 0.0310184 | Time: 2543.06 ms [2021-03-03 15:18:36 main:574] : INFO : Epoch 1577 | loss: 0.0309773 | val_loss: 0.0310186 | Time: 2542.8 ms [2021-03-03 15:18:39 main:574] : INFO : Epoch 1578 | loss: 0.0309807 | val_loss: 0.0310184 | Time: 2572.87 ms [2021-03-03 15:18:42 main:574] : INFO : Epoch 1579 | loss: 0.0309765 | val_loss: 0.0310331 | Time: 2543.74 ms [2021-03-03 15:18:44 main:574] : INFO : Epoch 1580 | loss: 0.0309747 | val_loss: 0.0310252 | Time: 2552.43 ms [2021-03-03 15:18:47 main:574] : INFO : Epoch 1581 | loss: 0.0309692 | val_loss: 0.0310284 | Time: 2540.61 ms [2021-03-03 15:18:49 main:574] : INFO : Epoch 1582 | loss: 0.0309692 | val_loss: 0.0310226 | Time: 2540.46 ms [2021-03-03 15:18:52 main:574] : INFO : Epoch 1583 | loss: 0.0309711 | val_loss: 0.0310271 | Time: 2552.97 ms [2021-03-03 15:18:55 main:574] : INFO : Epoch 1584 | loss: 0.0309673 | val_loss: 0.0310152 | Time: 2537.36 ms [2021-03-03 15:18:57 main:574] : INFO : Epoch 1585 | loss: 0.0309632 | val_loss: 0.0310162 | Time: 2545.05 ms [2021-03-03 15:19:00 main:574] : INFO : Epoch 1586 | loss: 0.0309587 | val_loss: 0.0310124 | Time: 2559.24 ms [2021-03-03 15:19:03 main:574] : INFO : Epoch 1587 | loss: 0.0309644 | val_loss: 0.0310072 | Time: 2540.5 ms [2021-03-03 15:19:05 main:574] : INFO : Epoch 1588 | loss: 0.0309639 | val_loss: 0.0310255 | Time: 2544.24 ms [2021-03-03 15:19:08 main:574] : INFO : Epoch 1589 | loss: 0.0309735 | val_loss: 0.0310071 | Time: 2552.07 ms [2021-03-03 15:19:10 main:574] : INFO : Epoch 1590 | loss: 0.0309637 | val_loss: 0.0310115 | Time: 2543.59 ms [2021-03-03 15:19:13 main:574] : INFO : Epoch 1591 | loss: 0.0309608 | val_loss: 0.0310135 | Time: 2552.43 ms [2021-03-03 15:19:16 main:574] : INFO : Epoch 1592 | loss: 0.030956 | val_loss: 0.0310054 | Time: 2549.69 ms [2021-03-03 15:19:18 main:574] : INFO : Epoch 1593 | loss: 0.0309543 | val_loss: 0.0310091 | Time: 2540.08 ms [2021-03-03 15:19:21 main:574] : INFO : Epoch 1594 | loss: 0.0309543 | val_loss: 0.0310201 | Time: 2554.17 ms [2021-03-03 15:19:24 main:574] : INFO : Epoch 1595 | loss: 0.0309634 | val_loss: 0.0310222 | Time: 2543.15 ms [2021-03-03 15:19:26 main:574] : INFO : Epoch 1596 | loss: 0.0309748 | val_loss: 0.0310231 | Time: 2546.89 ms [2021-03-03 15:19:29 main:574] : INFO : Epoch 1597 | loss: 0.0309892 | val_loss: 0.0310283 | Time: 2560.86 ms [2021-03-03 15:19:31 main:574] : INFO : Epoch 1598 | loss: 0.0309908 | val_loss: 0.0310357 | Time: 2540.23 ms [2021-03-03 15:19:34 main:574] : INFO : Epoch 1599 | loss: 0.0310086 | val_loss: 0.031035 | Time: 2545.2 ms [2021-03-03 15:19:37 main:574] : INFO : Epoch 1600 | loss: 0.0310054 | val_loss: 0.0310334 | Time: 2551.38 ms [2021-03-03 15:19:39 main:574] : INFO : Epoch 1601 | loss: 0.0309932 | val_loss: 0.0310262 | Time: 2542.66 ms [2021-03-03 15:19:42 main:574] : INFO : Epoch 1602 | loss: 0.0309809 | val_loss: 0.0310157 | Time: 2538.26 ms [2021-03-03 15:19:45 main:574] : INFO : Epoch 1603 | loss: 0.0309786 | val_loss: 0.0310206 | Time: 2549.45 ms [2021-03-03 15:19:47 main:574] : INFO : Epoch 1604 | loss: 0.0309694 | val_loss: 0.0310144 | Time: 2544.73 ms [2021-03-03 15:19:50 main:574] : INFO : Epoch 1605 | loss: 0.0309642 | val_loss: 0.0310129 | Time: 2542.8 ms [2021-03-03 15:19:52 main:574] : INFO : Epoch 1606 | loss: 0.030963 | val_loss: 0.0310156 | Time: 2559.78 ms [2021-03-03 15:19:55 main:574] : INFO : Epoch 1607 | loss: 0.0309583 | val_loss: 0.0310141 | Time: 2549.37 ms [2021-03-03 15:19:58 main:574] : INFO : Epoch 1608 | loss: 0.0309588 | val_loss: 0.0310127 | Time: 2547.48 ms [2021-03-03 15:20:00 main:574] : INFO : Epoch 1609 | loss: 0.0309574 | val_loss: 0.0310045 | Time: 2534.62 ms [2021-03-03 15:20:03 main:574] : INFO : Epoch 1610 | loss: 0.0309565 | val_loss: 0.0310165 | Time: 2552.44 ms [2021-03-03 15:20:06 main:574] : INFO : Epoch 1611 | loss: 0.0309536 | val_loss: 0.0310083 | Time: 2535.21 ms [2021-03-03 15:20:08 main:574] : INFO : Epoch 1612 | loss: 0.030951 | val_loss: 0.0310054 | Time: 2541.94 ms [2021-03-03 15:20:11 main:574] : INFO : Epoch 1613 | loss: 0.0309521 | val_loss: 0.0310047 | Time: 2555.02 ms [2021-03-03 15:20:14 main:574] : INFO : Epoch 1614 | loss: 0.0309526 | val_loss: 0.0310017 | Time: 2556.78 ms [2021-03-03 15:20:16 main:574] : INFO : Epoch 1615 | loss: 0.0309511 | val_loss: 0.0310074 | Time: 2543.69 ms [2021-03-03 15:20:19 main:574] : INFO : Epoch 1616 | loss: 0.0309596 | val_loss: 0.0310171 | Time: 2558.31 ms [2021-03-03 15:20:21 main:574] : INFO : Epoch 1617 | loss: 0.0309509 | val_loss: 0.0310156 | Time: 2536.36 ms [2021-03-03 15:20:24 main:574] : INFO : Epoch 1618 | loss: 0.0309573 | val_loss: 0.0310139 | Time: 2551.01 ms [2021-03-03 15:20:27 main:574] : INFO : Epoch 1619 | loss: 0.0309517 | val_loss: 0.031013 | Time: 2553.12 ms [2021-03-03 15:20:29 main:574] : INFO : Epoch 1620 | loss: 0.0309465 | val_loss: 0.0310072 | Time: 2546.66 ms [2021-03-03 15:20:32 main:574] : INFO : Epoch 1621 | loss: 0.0309408 | val_loss: 0.031016 | Time: 2565 ms [2021-03-03 15:20:35 main:574] : INFO : Epoch 1622 | loss: 0.0309406 | val_loss: 0.0310229 | Time: 2539.16 ms [2021-03-03 15:20:37 main:574] : INFO : Epoch 1623 | loss: 0.0309418 | val_loss: 0.0310061 | Time: 2549.42 ms [2021-03-03 15:20:40 main:574] : INFO : Epoch 1624 | loss: 0.0309472 | val_loss: 0.031022 | Time: 2586.39 ms [2021-03-03 15:20:42 main:574] : INFO : Epoch 1625 | loss: 0.0309694 | val_loss: 0.0310281 | Time: 2549.31 ms [2021-03-03 15:20:45 main:574] : INFO : Epoch 1626 | loss: 0.0309554 | val_loss: 0.0310187 | Time: 2546.53 ms [2021-03-03 15:20:48 main:574] : INFO : Epoch 1627 | loss: 0.0309525 | val_loss: 0.0310169 | Time: 2566.3 ms [2021-03-03 15:20:50 main:574] : INFO : Epoch 1628 | loss: 0.0309567 | val_loss: 0.0310047 | Time: 2538.56 ms [2021-03-03 15:20:53 main:574] : INFO : Epoch 1629 | loss: 0.0309485 | val_loss: 0.0310027 | Time: 2543.92 ms [2021-03-03 15:20:56 main:574] : INFO : Epoch 1630 | loss: 0.0309411 | val_loss: 0.0310077 | Time: 2547.72 ms [2021-03-03 15:20:58 main:574] : INFO : Epoch 1631 | loss: 0.0309416 | val_loss: 0.0310115 | Time: 2547.29 ms [2021-03-03 15:21:01 main:574] : INFO : Epoch 1632 | loss: 0.0309455 | val_loss: 0.0310382 | Time: 2556.61 ms [2021-03-03 15:21:03 main:574] : INFO : Epoch 1633 | loss: 0.0309909 | val_loss: 0.0310331 | Time: 2550.39 ms [2021-03-03 15:21:06 main:574] : INFO : Epoch 1634 | loss: 0.0309838 | val_loss: 0.0310179 | Time: 2545.88 ms [2021-03-03 15:21:09 main:574] : INFO : Epoch 1635 | loss: 0.030967 | val_loss: 0.0310181 | Time: 2556.73 ms [2021-03-03 15:21:11 main:574] : INFO : Epoch 1636 | loss: 0.0309643 | val_loss: 0.0310098 | Time: 2544.29 ms [2021-03-03 15:21:14 main:574] : INFO : Epoch 1637 | loss: 0.0309615 | val_loss: 0.0310157 | Time: 2534.44 ms [2021-03-03 15:21:17 main:574] : INFO : Epoch 1638 | loss: 0.0309585 | val_loss: 0.0310188 | Time: 2555.65 ms [2021-03-03 15:21:19 main:574] : INFO : Epoch 1639 | loss: 0.0309541 | val_loss: 0.0310211 | Time: 2539.93 ms [2021-03-03 15:21:22 main:574] : INFO : Epoch 1640 | loss: 0.0309591 | val_loss: 0.0310095 | Time: 2550.99 ms [2021-03-03 15:21:25 main:574] : INFO : Epoch 1641 | loss: 0.0309742 | val_loss: 0.0310128 | Time: 2571.93 ms [2021-03-03 15:21:27 main:574] : INFO : Epoch 1642 | loss: 0.0309748 | val_loss: 0.0310158 | Time: 2541.04 ms [2021-03-03 15:21:30 main:574] : INFO : Epoch 1643 | loss: 0.0309683 | val_loss: 0.0310163 | Time: 2548.75 ms [2021-03-03 15:21:33 main:574] : INFO : Epoch 1644 | loss: 0.0309865 | val_loss: 0.031026 | Time: 2544.44 ms [2021-03-03 15:21:35 main:574] : INFO : Epoch 1645 | loss: 0.0309969 | val_loss: 0.0310175 | Time: 2537.61 ms [2021-03-03 15:21:38 main:574] : INFO : Epoch 1646 | loss: 0.0309774 | val_loss: 0.0310038 | Time: 2552.85 ms [2021-03-03 15:21:40 main:574] : INFO : Epoch 1647 | loss: 0.0309741 | val_loss: 0.0310037 | Time: 2536.87 ms [2021-03-03 15:21:43 main:574] : INFO : Epoch 1648 | loss: 0.0309711 | val_loss: 0.0310019 | Time: 2550.86 ms [2021-03-03 15:21:46 main:574] : INFO : Epoch 1649 | loss: 0.0309695 | val_loss: 0.0310087 | Time: 2551.07 ms [2021-03-03 15:21:48 main:574] : INFO : Epoch 1650 | loss: 0.030969 | val_loss: 0.031006 | Time: 2545.5 ms [2021-03-03 15:21:51 main:574] : INFO : Epoch 1651 | loss: 0.0309741 | val_loss: 0.0310022 | Time: 2555.32 ms [2021-03-03 15:21:54 main:574] : INFO : Epoch 1652 | loss: 0.0309732 | val_loss: 0.0310069 | Time: 2550.82 ms [2021-03-03 15:21:56 main:574] : INFO : Epoch 1653 | loss: 0.0309715 | val_loss: 0.0309987 | Time: 2531.08 ms [2021-03-03 15:21:59 main:574] : INFO : Epoch 1654 | loss: 0.0309675 | val_loss: 0.0310012 | Time: 2555.93 ms [2021-03-03 15:22:01 main:574] : INFO : Epoch 1655 | loss: 0.0309593 | val_loss: 0.0310062 | Time: 2564.2 ms [2021-03-03 15:22:04 main:574] : INFO : Epoch 1656 | loss: 0.0309606 | val_loss: 0.0310018 | Time: 2539.9 ms [2021-03-03 15:22:07 main:574] : INFO : Epoch 1657 | loss: 0.0309609 | val_loss: 0.0309969 | Time: 2570.92 ms [2021-03-03 15:22:09 main:574] : INFO : Epoch 1658 | loss: 0.0309633 | val_loss: 0.0310098 | Time: 2540.83 ms [2021-03-03 15:22:12 main:574] : INFO : Epoch 1659 | loss: 0.0309578 | val_loss: 0.0310052 | Time: 2548.46 ms [2021-03-03 15:22:15 main:574] : INFO : Epoch 1660 | loss: 0.0309611 | val_loss: 0.0310096 | Time: 2572.07 ms [2021-03-03 15:22:17 main:574] : INFO : Epoch 1661 | loss: 0.0309579 | val_loss: 0.031002 | Time: 2567.03 ms [2021-03-03 15:22:20 main:574] : INFO : Epoch 1662 | loss: 0.0309566 | val_loss: 0.0310079 | Time: 2558.08 ms [2021-03-03 15:22:23 main:574] : INFO : Epoch 1663 | loss: 0.0309536 | val_loss: 0.0310031 | Time: 2551.27 ms [2021-03-03 15:22:25 main:574] : INFO : Epoch 1664 | loss: 0.0309616 | val_loss: 0.031 | Time: 2546.93 ms [2021-03-03 15:22:28 main:574] : INFO : Epoch 1665 | loss: 0.0309557 | val_loss: 0.0310394 | Time: 2561.79 ms [2021-03-03 15:22:30 main:574] : INFO : Epoch 1666 | loss: 0.030967 | val_loss: 0.0310093 | Time: 2551.21 ms [2021-03-03 15:22:33 main:574] : INFO : Epoch 1667 | loss: 0.0309538 | val_loss: 0.0310062 | Time: 2540.74 ms [2021-03-03 15:22:36 main:574] : INFO : Epoch 1668 | loss: 0.0309565 | val_loss: 0.0310104 | Time: 2556.63 ms [2021-03-03 15:22:38 main:574] : INFO : Epoch 1669 | loss: 0.0309615 | val_loss: 0.0310096 | Time: 2555.68 ms [2021-03-03 15:22:41 main:574] : INFO : Epoch 1670 | loss: 0.0309638 | val_loss: 0.0310178 | Time: 2543.39 ms [2021-03-03 15:22:44 main:574] : INFO : Epoch 1671 | loss: 0.0309688 | val_loss: 0.0310139 | Time: 2563.9 ms [2021-03-03 15:22:46 main:574] : INFO : Epoch 1672 | loss: 0.0309687 | val_loss: 0.0310108 | Time: 2550.1 ms [2021-03-03 15:22:49 main:574] : INFO : Epoch 1673 | loss: 0.0309627 | val_loss: 0.0310032 | Time: 2546.63 ms [2021-03-03 15:22:52 main:574] : INFO : Epoch 1674 | loss: 0.0309578 | val_loss: 0.0310073 | Time: 2544.45 ms [2021-03-03 15:22:54 main:574] : INFO : Epoch 1675 | loss: 0.0309608 | val_loss: 0.0309978 | Time: 2547.13 ms [2021-03-03 15:22:57 main:574] : INFO : Epoch 1676 | loss: 0.030957 | val_loss: 0.0310066 | Time: 2567.82 ms [2021-03-03 15:22:59 main:574] : INFO : Epoch 1677 | loss: 0.0309612 | val_loss: 0.0310113 | Time: 2548.56 ms [2021-03-03 15:23:02 main:574] : INFO : Epoch 1678 | loss: 0.030953 | val_loss: 0.0310028 | Time: 2539.24 ms [2021-03-03 15:23:05 main:574] : INFO : Epoch 1679 | loss: 0.0309468 | val_loss: 0.0310043 | Time: 2566.96 ms [2021-03-03 15:23:07 main:574] : INFO : Epoch 1680 | loss: 0.0309418 | val_loss: 0.0310036 | Time: 2544.34 ms [2021-03-03 15:23:10 main:574] : INFO : Epoch 1681 | loss: 0.030939 | val_loss: 0.0309934 | Time: 2550.71 ms [2021-03-03 15:23:13 main:574] : INFO : Epoch 1682 | loss: 0.0309443 | val_loss: 0.0310072 | Time: 2558.84 ms [2021-03-03 15:23:15 main:574] : INFO : Epoch 1683 | loss: 0.0309418 | val_loss: 0.0310093 | Time: 2535.36 ms [2021-03-03 15:23:18 main:574] : INFO : Epoch 1684 | loss: 0.0309503 | val_loss: 0.0310084 | Time: 2553.34 ms [2021-03-03 15:23:21 main:574] : INFO : Epoch 1685 | loss: 0.0309473 | val_loss: 0.0310334 | Time: 2548.37 ms [2021-03-03 15:23:23 main:574] : INFO : Epoch 1686 | loss: 0.0309416 | val_loss: 0.0310066 | Time: 2552.12 ms [2021-03-03 15:23:26 main:574] : INFO : Epoch 1687 | loss: 0.0309393 | val_loss: 0.0310086 | Time: 2553.66 ms [2021-03-03 15:23:28 main:574] : INFO : Epoch 1688 | loss: 0.0309392 | val_loss: 0.0310252 | Time: 2546.71 ms [2021-03-03 15:23:31 main:574] : INFO : Epoch 1689 | loss: 0.0309382 | val_loss: 0.0310146 | Time: 2549.06 ms [2021-03-03 15:23:34 main:574] : INFO : Epoch 1690 | loss: 0.0309482 | val_loss: 0.0310167 | Time: 2554.89 ms [2021-03-03 15:23:36 main:574] : INFO : Epoch 1691 | loss: 0.0309546 | val_loss: 0.0310116 | Time: 2548.67 ms [2021-03-03 15:23:39 main:574] : INFO : Epoch 1692 | loss: 0.0309435 | val_loss: 0.0310102 | Time: 2549.2 ms [2021-03-03 15:23:42 main:574] : INFO : Epoch 1693 | loss: 0.0309368 | val_loss: 0.0310102 | Time: 2563.14 ms [2021-03-03 15:23:44 main:574] : INFO : Epoch 1694 | loss: 0.0309348 | val_loss: 0.0310089 | Time: 2546.7 ms [2021-03-03 15:23:47 main:574] : INFO : Epoch 1695 | loss: 0.0309351 | val_loss: 0.0310125 | Time: 2606.27 ms [2021-03-03 15:23:50 main:574] : INFO : Epoch 1696 | loss: 0.0309405 | val_loss: 0.0310122 | Time: 2555.75 ms [2021-03-03 15:23:52 main:574] : INFO : Epoch 1697 | loss: 0.030947 | val_loss: 0.0310103 | Time: 2546.13 ms [2021-03-03 15:23:55 main:574] : INFO : Epoch 1698 | loss: 0.0309457 | val_loss: 0.0310157 | Time: 2557.68 ms [2021-03-03 15:23:57 main:574] : INFO : Epoch 1699 | loss: 0.0309439 | val_loss: 0.0310169 | Time: 2533.44 ms [2021-03-03 15:24:00 main:574] : INFO : Epoch 1700 | loss: 0.0309445 | val_loss: 0.0310081 | Time: 2556.65 ms [2021-03-03 15:24:03 main:574] : INFO : Epoch 1701 | loss: 0.0309429 | val_loss: 0.0310101 | Time: 2560.7 ms [2021-03-03 15:24:05 main:574] : INFO : Epoch 1702 | loss: 0.0309454 | val_loss: 0.0310154 | Time: 2552.87 ms [2021-03-03 15:24:08 main:574] : INFO : Epoch 1703 | loss: 0.0309395 | val_loss: 0.0310086 | Time: 2558.8 ms [2021-03-03 15:24:11 main:574] : INFO : Epoch 1704 | loss: 0.0309386 | val_loss: 0.0310071 | Time: 2546.98 ms [2021-03-03 15:24:13 main:574] : INFO : Epoch 1705 | loss: 0.0309373 | val_loss: 0.0310071 | Time: 2545.17 ms [2021-03-03 15:24:16 main:574] : INFO : Epoch 1706 | loss: 0.0309358 | val_loss: 0.0310131 | Time: 2550.76 ms [2021-03-03 15:24:19 main:574] : INFO : Epoch 1707 | loss: 0.0309352 | val_loss: 0.0310103 | Time: 2547.28 ms [2021-03-03 15:24:21 main:574] : INFO : Epoch 1708 | loss: 0.0309436 | val_loss: 0.0310164 | Time: 2549.35 ms [2021-03-03 15:24:24 main:574] : INFO : Epoch 1709 | loss: 0.030973 | val_loss: 0.0310133 | Time: 2549.72 ms [2021-03-03 15:24:26 main:574] : INFO : Epoch 1710 | loss: 0.0309717 | val_loss: 0.0310096 | Time: 2543.09 ms [2021-03-03 15:24:29 main:574] : INFO : Epoch 1711 | loss: 0.0309591 | val_loss: 0.0310251 | Time: 2548.39 ms [2021-03-03 15:24:32 main:574] : INFO : Epoch 1712 | loss: 0.0309618 | val_loss: 0.0310174 | Time: 2547.8 ms [2021-03-03 15:24:34 main:574] : INFO : Epoch 1713 | loss: 0.0309631 | val_loss: 0.0310168 | Time: 2537.4 ms [2021-03-03 15:24:37 main:574] : INFO : Epoch 1714 | loss: 0.0310421 | val_loss: 0.0310697 | Time: 2556.8 ms [2021-03-03 15:24:40 main:574] : INFO : Epoch 1715 | loss: 0.0310334 | val_loss: 0.0310398 | Time: 2544.42 ms [2021-03-03 15:24:42 main:574] : INFO : Epoch 1716 | loss: 0.031006 | val_loss: 0.0310194 | Time: 2544.94 ms [2021-03-03 15:24:45 main:574] : INFO : Epoch 1717 | loss: 0.0309933 | val_loss: 0.0310206 | Time: 2567.01 ms [2021-03-03 15:24:48 main:574] : INFO : Epoch 1718 | loss: 0.030991 | val_loss: 0.0310209 | Time: 2546.02 ms [2021-03-03 15:24:50 main:574] : INFO : Epoch 1719 | loss: 0.0309779 | val_loss: 0.0310287 | Time: 2547.28 ms [2021-03-03 15:24:53 main:574] : INFO : Epoch 1720 | loss: 0.0309823 | val_loss: 0.03102 | Time: 2564.47 ms [2021-03-03 15:24:55 main:574] : INFO : Epoch 1721 | loss: 0.030977 | val_loss: 0.0310161 | Time: 2547.25 ms [2021-03-03 15:24:58 main:574] : INFO : Epoch 1722 | loss: 0.0309808 | val_loss: 0.0310136 | Time: 2526.54 ms [2021-03-03 15:25:01 main:574] : INFO : Epoch 1723 | loss: 0.0309747 | val_loss: 0.0310073 | Time: 2546.88 ms [2021-03-03 15:25:03 main:574] : INFO : Epoch 1724 | loss: 0.0309663 | val_loss: 0.0310085 | Time: 2544.08 ms [2021-03-03 15:25:06 main:574] : INFO : Epoch 1725 | loss: 0.0309573 | val_loss: 0.0309964 | Time: 2555.9 ms [2021-03-03 15:25:08 main:574] : INFO : Epoch 1726 | loss: 0.0309682 | val_loss: 0.0310132 | Time: 2542.77 ms [2021-03-03 15:25:11 main:574] : INFO : Epoch 1727 | loss: 0.0309661 | val_loss: 0.0310037 | Time: 2545.71 ms [2021-03-03 15:25:14 main:574] : INFO : Epoch 1728 | loss: 0.0309566 | val_loss: 0.0310058 | Time: 2562.06 ms [2021-03-03 15:25:16 main:574] : INFO : Epoch 1729 | loss: 0.0309533 | val_loss: 0.031017 | Time: 2541.58 ms [2021-03-03 15:25:19 main:574] : INFO : Epoch 1730 | loss: 0.030953 | val_loss: 0.0310126 | Time: 2547.01 ms [2021-03-03 15:25:22 main:574] : INFO : Epoch 1731 | loss: 0.0309552 | val_loss: 0.031007 | Time: 2559.38 ms [2021-03-03 15:25:24 main:574] : INFO : Epoch 1732 | loss: 0.0309471 | val_loss: 0.0310145 | Time: 2538.4 ms [2021-03-03 15:25:27 main:574] : INFO : Epoch 1733 | loss: 0.0309435 | val_loss: 0.0310079 | Time: 2551.98 ms [2021-03-03 15:25:30 main:574] : INFO : Epoch 1734 | loss: 0.0309447 | val_loss: 0.0310064 | Time: 2547.71 ms [2021-03-03 15:25:32 main:574] : INFO : Epoch 1735 | loss: 0.0309415 | val_loss: 0.0310087 | Time: 2544.16 ms [2021-03-03 15:25:35 main:574] : INFO : Epoch 1736 | loss: 0.0309438 | val_loss: 0.0309987 | Time: 2549.44 ms [2021-03-03 15:25:38 main:574] : INFO : Epoch 1737 | loss: 0.0309422 | val_loss: 0.0310018 | Time: 2534.28 ms [2021-03-03 15:25:40 main:574] : INFO : Epoch 1738 | loss: 0.0309393 | val_loss: 0.0309997 | Time: 2545.45 ms [2021-03-03 15:25:43 main:574] : INFO : Epoch 1739 | loss: 0.0309462 | val_loss: 0.0310044 | Time: 2557.53 ms [2021-03-03 15:25:45 main:574] : INFO : Epoch 1740 | loss: 0.0309414 | val_loss: 0.0309997 | Time: 2544.99 ms [2021-03-03 15:25:48 main:574] : INFO : Epoch 1741 | loss: 0.0309422 | val_loss: 0.0309967 | Time: 2545.79 ms [2021-03-03 15:25:51 main:574] : INFO : Epoch 1742 | loss: 0.0309424 | val_loss: 0.0310021 | Time: 2560.6 ms [2021-03-03 15:25:53 main:574] : INFO : Epoch 1743 | loss: 0.0309387 | val_loss: 0.0310084 | Time: 2539.81 ms [2021-03-03 15:25:56 main:574] : INFO : Epoch 1744 | loss: 0.0309397 | val_loss: 0.0310164 | Time: 2554.26 ms [2021-03-03 15:25:59 main:574] : INFO : Epoch 1745 | loss: 0.0309367 | val_loss: 0.0310095 | Time: 2551.04 ms [2021-03-03 15:26:01 main:574] : INFO : Epoch 1746 | loss: 0.0309427 | val_loss: 0.0310077 | Time: 2534.77 ms [2021-03-03 15:26:04 main:574] : INFO : Epoch 1747 | loss: 0.0309361 | val_loss: 0.0310054 | Time: 2552.22 ms [2021-03-03 15:26:06 main:574] : INFO : Epoch 1748 | loss: 0.0309351 | val_loss: 0.0310105 | Time: 2551.57 ms [2021-03-03 15:26:09 main:574] : INFO : Epoch 1749 | loss: 0.0309417 | val_loss: 0.031008 | Time: 2543.79 ms [2021-03-03 15:26:12 main:574] : INFO : Epoch 1750 | loss: 0.0309519 | val_loss: 0.031002 | Time: 2551.3 ms [2021-03-03 15:26:14 main:574] : INFO : Epoch 1751 | loss: 0.0309474 | val_loss: 0.0309991 | Time: 2546.14 ms [2021-03-03 15:26:17 main:574] : INFO : Epoch 1752 | loss: 0.0309479 | val_loss: 0.031003 | Time: 2546.95 ms [2021-03-03 15:26:20 main:574] : INFO : Epoch 1753 | loss: 0.0309359 | val_loss: 0.0310057 | Time: 2546.47 ms [2021-03-03 15:26:22 main:574] : INFO : Epoch 1754 | loss: 0.0309357 | val_loss: 0.0310119 | Time: 2549.88 ms [2021-03-03 15:26:25 main:574] : INFO : Epoch 1755 | loss: 0.0309338 | val_loss: 0.0310068 | Time: 2547.64 ms [2021-03-03 15:26:28 main:574] : INFO : Epoch 1756 | loss: 0.0309305 | val_loss: 0.0310036 | Time: 2545.77 ms [2021-03-03 15:26:30 main:574] : INFO : Epoch 1757 | loss: 0.0309501 | val_loss: 0.0310062 | Time: 2538.64 ms [2021-03-03 15:26:33 main:574] : INFO : Epoch 1758 | loss: 0.0309665 | val_loss: 0.03103 | Time: 2556.08 ms [2021-03-03 15:26:35 main:574] : INFO : Epoch 1759 | loss: 0.0310139 | val_loss: 0.0310713 | Time: 2545.96 ms [2021-03-03 15:26:38 main:574] : INFO : Epoch 1760 | loss: 0.0310064 | val_loss: 0.0310337 | Time: 2552.21 ms [2021-03-03 15:26:41 main:574] : INFO : Epoch 1761 | loss: 0.0309903 | val_loss: 0.0310379 | Time: 2546.72 ms [2021-03-03 15:26:43 main:574] : INFO : Epoch 1762 | loss: 0.0309724 | val_loss: 0.0310291 | Time: 2531.17 ms [2021-03-03 15:26:46 main:574] : INFO : Epoch 1763 | loss: 0.0309677 | val_loss: 0.0310173 | Time: 2572.7 ms [2021-03-03 15:26:49 main:574] : INFO : Epoch 1764 | loss: 0.030964 | val_loss: 0.0310045 | Time: 2552.81 ms [2021-03-03 15:26:51 main:574] : INFO : Epoch 1765 | loss: 0.0309562 | val_loss: 0.0309961 | Time: 2546.99 ms [2021-03-03 15:26:54 main:574] : INFO : Epoch 1766 | loss: 0.0309493 | val_loss: 0.0310025 | Time: 2564.14 ms [2021-03-03 15:26:57 main:574] : INFO : Epoch 1767 | loss: 0.0309468 | val_loss: 0.0309915 | Time: 2547.57 ms [2021-03-03 15:26:59 main:574] : INFO : Epoch 1768 | loss: 0.0309565 | val_loss: 0.0310035 | Time: 2541.88 ms [2021-03-03 15:27:02 main:574] : INFO : Epoch 1769 | loss: 0.0309568 | val_loss: 0.0310006 | Time: 2576.82 ms [2021-03-03 15:27:04 main:574] : INFO : Epoch 1770 | loss: 0.0309647 | val_loss: 0.0310151 | Time: 2542.84 ms [2021-03-03 15:27:07 main:574] : INFO : Epoch 1771 | loss: 0.0309622 | val_loss: 0.0310233 | Time: 2544.69 ms [2021-03-03 15:27:10 main:574] : INFO : Epoch 1772 | loss: 0.0309467 | val_loss: 0.0310069 | Time: 2558.09 ms [2021-03-03 15:27:12 main:574] : INFO : Epoch 1773 | loss: 0.0309432 | val_loss: 0.0310147 | Time: 2544.52 ms [2021-03-03 15:27:15 main:574] : INFO : Epoch 1774 | loss: 0.0309622 | val_loss: 0.0310678 | Time: 2551.78 ms [2021-03-03 15:27:18 main:574] : INFO : Epoch 1775 | loss: 0.0309879 | val_loss: 0.0310206 | Time: 2552.38 ms [2021-03-03 15:27:20 main:574] : INFO : Epoch 1776 | loss: 0.0309745 | val_loss: 0.0310163 | Time: 2557.32 ms [2021-03-03 15:27:23 main:574] : INFO : Epoch 1777 | loss: 0.0309575 | val_loss: 0.0310088 | Time: 2550.24 ms [2021-03-03 15:27:26 main:574] : INFO : Epoch 1778 | loss: 0.0309666 | val_loss: 0.0310271 | Time: 2548.28 ms [2021-03-03 15:27:28 main:574] : INFO : Epoch 1779 | loss: 0.0309996 | val_loss: 0.0310229 | Time: 2547.08 ms [2021-03-03 15:27:31 main:574] : INFO : Epoch 1780 | loss: 0.0309848 | val_loss: 0.0310119 | Time: 2553.43 ms [2021-03-03 15:27:34 main:574] : INFO : Epoch 1781 | loss: 0.0309753 | val_loss: 0.031006 | Time: 2544.8 ms [2021-03-03 15:27:36 main:574] : INFO : Epoch 1782 | loss: 0.0309676 | val_loss: 0.0310059 | Time: 2544.58 ms [2021-03-03 15:27:39 main:574] : INFO : Epoch 1783 | loss: 0.0309673 | val_loss: 0.0309986 | Time: 2544.66 ms [2021-03-03 15:27:41 main:574] : INFO : Epoch 1784 | loss: 0.0309614 | val_loss: 0.030998 | Time: 2548.84 ms [2021-03-03 15:27:44 main:574] : INFO : Epoch 1785 | loss: 0.0309568 | val_loss: 0.0310021 | Time: 2551.19 ms [2021-03-03 15:27:47 main:574] : INFO : Epoch 1786 | loss: 0.030971 | val_loss: 0.0310191 | Time: 2549.77 ms [2021-03-03 15:27:49 main:574] : INFO : Epoch 1787 | loss: 0.0309726 | val_loss: 0.0310142 | Time: 2546.23 ms [2021-03-03 15:27:52 main:574] : INFO : Epoch 1788 | loss: 0.0309665 | val_loss: 0.0310177 | Time: 2562.06 ms [2021-03-03 15:27:55 main:574] : INFO : Epoch 1789 | loss: 0.0309596 | val_loss: 0.0310136 | Time: 2539.07 ms [2021-03-03 15:27:57 main:574] : INFO : Epoch 1790 | loss: 0.0309696 | val_loss: 0.0310032 | Time: 2546.59 ms [2021-03-03 15:28:00 main:574] : INFO : Epoch 1791 | loss: 0.0309618 | val_loss: 0.0310027 | Time: 2550.6 ms [2021-03-03 15:28:02 main:574] : INFO : Epoch 1792 | loss: 0.0309563 | val_loss: 0.0310058 | Time: 2539.08 ms [2021-03-03 15:28:05 main:574] : INFO : Epoch 1793 | loss: 0.0309554 | val_loss: 0.0310079 | Time: 2552.86 ms [2021-03-03 15:28:08 main:574] : INFO : Epoch 1794 | loss: 0.0309521 | val_loss: 0.031009 | Time: 2546.1 ms [2021-03-03 15:28:10 main:574] : INFO : Epoch 1795 | loss: 0.0309509 | val_loss: 0.0310067 | Time: 2535.89 ms [2021-03-03 15:28:13 main:574] : INFO : Epoch 1796 | loss: 0.0310339 | val_loss: 0.0311007 | Time: 2555.35 ms [2021-03-03 15:28:16 main:574] : INFO : Epoch 1797 | loss: 0.0310698 | val_loss: 0.0311077 | Time: 2543.78 ms [2021-03-03 15:28:18 main:574] : INFO : Epoch 1798 | loss: 0.0310685 | val_loss: 0.0310879 | Time: 2543.04 ms [2021-03-03 15:28:21 main:574] : INFO : Epoch 1799 | loss: 0.0310424 | val_loss: 0.0310668 | Time: 2575.12 ms [2021-03-03 15:28:23 main:574] : INFO : Epoch 1800 | loss: 0.0310437 | val_loss: 0.0310773 | Time: 2542.09 ms [2021-03-03 15:28:26 main:574] : INFO : Epoch 1801 | loss: 0.031041 | val_loss: 0.0310545 | Time: 2548.53 ms [2021-03-03 15:28:29 main:574] : INFO : Epoch 1802 | loss: 0.0310292 | val_loss: 0.031059 | Time: 2563.36 ms [2021-03-03 15:28:31 main:574] : INFO : Epoch 1803 | loss: 0.0310275 | val_loss: 0.0310505 | Time: 2535.68 ms [2021-03-03 15:28:34 main:574] : INFO : Epoch 1804 | loss: 0.0310277 | val_loss: 0.0310542 | Time: 2551.87 ms [2021-03-03 15:28:37 main:574] : INFO : Epoch 1805 | loss: 0.0310255 | val_loss: 0.0310517 | Time: 2554.46 ms [2021-03-03 15:28:39 main:574] : INFO : Epoch 1806 | loss: 0.0310111 | val_loss: 0.0310389 | Time: 2541.94 ms [2021-03-03 15:28:42 main:574] : INFO : Epoch 1807 | loss: 0.0310044 | val_loss: 0.031037 | Time: 2553.05 ms [2021-03-03 15:28:45 main:574] : INFO : Epoch 1808 | loss: 0.0310005 | val_loss: 0.0310297 | Time: 2547.84 ms [2021-03-03 15:28:47 main:574] : INFO : Epoch 1809 | loss: 0.0309943 | val_loss: 0.0310287 | Time: 2538.87 ms [2021-03-03 15:28:50 main:574] : INFO : Epoch 1810 | loss: 0.0309906 | val_loss: 0.0310237 | Time: 2570.08 ms [2021-03-03 15:28:52 main:574] : INFO : Epoch 1811 | loss: 0.0309883 | val_loss: 0.0310189 | Time: 2547.71 ms [2021-03-03 15:28:55 main:574] : INFO : Epoch 1812 | loss: 0.0309827 | val_loss: 0.0310235 | Time: 2556.94 ms [2021-03-03 15:28:58 main:574] : INFO : Epoch 1813 | loss: 0.0309802 | val_loss: 0.0310188 | Time: 2545.45 ms [2021-03-03 15:29:00 main:574] : INFO : Epoch 1814 | loss: 0.030975 | val_loss: 0.0310175 | Time: 2549.08 ms [2021-03-03 15:29:03 main:574] : INFO : Epoch 1815 | loss: 0.0309739 | val_loss: 0.0310238 | Time: 2557.11 ms [2021-03-03 15:29:06 main:574] : INFO : Epoch 1816 | loss: 0.0309707 | val_loss: 0.0310177 | Time: 2544.78 ms [2021-03-03 15:29:08 main:574] : INFO : Epoch 1817 | loss: 0.03097 | val_loss: 0.0310135 | Time: 2546.82 ms [2021-03-03 15:29:11 main:574] : INFO : Epoch 1818 | loss: 0.0309666 | val_loss: 0.0310079 | Time: 2555.71 ms [2021-03-03 15:29:14 main:574] : INFO : Epoch 1819 | loss: 0.0309657 | val_loss: 0.0310156 | Time: 2549.45 ms [2021-03-03 15:29:16 main:574] : INFO : Epoch 1820 | loss: 0.0309696 | val_loss: 0.0310243 | Time: 2547.77 ms [2021-03-03 15:29:19 main:574] : INFO : Epoch 1821 | loss: 0.030971 | val_loss: 0.0310175 | Time: 2555.39 ms [2021-03-03 15:29:21 main:574] : INFO : Epoch 1822 | loss: 0.0309783 | val_loss: 0.0310249 | Time: 2545.35 ms [2021-03-03 15:29:24 main:574] : INFO : Epoch 1823 | loss: 0.030976 | val_loss: 0.0310144 | Time: 2561.6 ms [2021-03-03 15:29:27 main:574] : INFO : Epoch 1824 | loss: 0.0309632 | val_loss: 0.0310133 | Time: 2542.8 ms [2021-03-03 15:29:29 main:574] : INFO : Epoch 1825 | loss: 0.0309612 | val_loss: 0.0310172 | Time: 2537.24 ms [2021-03-03 15:29:32 main:574] : INFO : Epoch 1826 | loss: 0.0309624 | val_loss: 0.0310236 | Time: 2566.47 ms [2021-03-03 15:29:35 main:574] : INFO : Epoch 1827 | loss: 0.030959 | val_loss: 0.0310187 | Time: 2542.75 ms [2021-03-03 15:29:37 main:574] : INFO : Epoch 1828 | loss: 0.0309615 | val_loss: 0.0310104 | Time: 2543.75 ms [2021-03-03 15:29:40 main:574] : INFO : Epoch 1829 | loss: 0.0309765 | val_loss: 0.0310233 | Time: 2552.65 ms [2021-03-03 15:29:43 main:574] : INFO : Epoch 1830 | loss: 0.030976 | val_loss: 0.0310195 | Time: 2539.14 ms [2021-03-03 15:29:45 main:574] : INFO : Epoch 1831 | loss: 0.0309688 | val_loss: 0.0310227 | Time: 2542.32 ms [2021-03-03 15:29:48 main:574] : INFO : Epoch 1832 | loss: 0.0309621 | val_loss: 0.0310115 | Time: 2567.07 ms [2021-03-03 15:29:50 main:574] : INFO : Epoch 1833 | loss: 0.0309592 | val_loss: 0.0310119 | Time: 2553.35 ms [2021-03-03 15:29:53 main:574] : INFO : Epoch 1834 | loss: 0.0309528 | val_loss: 0.0310149 | Time: 2560.53 ms [2021-03-03 15:29:56 main:574] : INFO : Epoch 1835 | loss: 0.0309505 | val_loss: 0.0310127 | Time: 2556.94 ms [2021-03-03 15:29:58 main:574] : INFO : Epoch 1836 | loss: 0.0309504 | val_loss: 0.0310293 | Time: 2538.11 ms [2021-03-03 15:30:01 main:574] : INFO : Epoch 1837 | loss: 0.030955 | val_loss: 0.0310257 | Time: 2556.63 ms [2021-03-03 15:30:04 main:574] : INFO : Epoch 1838 | loss: 0.0309793 | val_loss: 0.0310259 | Time: 2546.31 ms [2021-03-03 15:30:06 main:574] : INFO : Epoch 1839 | loss: 0.0309847 | val_loss: 0.0310145 | Time: 2543.2 ms [2021-03-03 15:30:09 main:574] : INFO : Epoch 1840 | loss: 0.030991 | val_loss: 0.0310201 | Time: 2551.02 ms [2021-03-03 15:30:11 main:574] : INFO : Epoch 1841 | loss: 0.0309756 | val_loss: 0.0310153 | Time: 2538.07 ms [2021-03-03 15:30:14 main:574] : INFO : Epoch 1842 | loss: 0.0309909 | val_loss: 0.0310211 | Time: 2549.3 ms [2021-03-03 15:30:17 main:574] : INFO : Epoch 1843 | loss: 0.0309847 | val_loss: 0.0310067 | Time: 2548.95 ms [2021-03-03 15:30:19 main:574] : INFO : Epoch 1844 | loss: 0.0309751 | val_loss: 0.0310065 | Time: 2537.43 ms [2021-03-03 15:30:22 main:574] : INFO : Epoch 1845 | loss: 0.030966 | val_loss: 0.0310081 | Time: 2558.78 ms [2021-03-03 15:30:25 main:574] : INFO : Epoch 1846 | loss: 0.030958 | val_loss: 0.031009 | Time: 2566.11 ms [2021-03-03 15:30:27 main:574] : INFO : Epoch 1847 | loss: 0.0309534 | val_loss: 0.0310032 | Time: 2550.7 ms [2021-03-03 15:30:30 main:574] : INFO : Epoch 1848 | loss: 0.0309567 | val_loss: 0.0310254 | Time: 2555.51 ms [2021-03-03 15:30:33 main:574] : INFO : Epoch 1849 | loss: 0.0309637 | val_loss: 0.0310101 | Time: 2543.38 ms [2021-03-03 15:30:35 main:574] : INFO : Epoch 1850 | loss: 0.0309565 | val_loss: 0.031003 | Time: 2567.2 ms [2021-03-03 15:30:38 main:574] : INFO : Epoch 1851 | loss: 0.0309527 | val_loss: 0.0310098 | Time: 2554.46 ms [2021-03-03 15:30:40 main:574] : INFO : Epoch 1852 | loss: 0.0309557 | val_loss: 0.0310174 | Time: 2553.02 ms [2021-03-03 15:30:43 main:574] : INFO : Epoch 1853 | loss: 0.0309623 | val_loss: 0.0310168 | Time: 2552.69 ms [2021-03-03 15:30:46 main:574] : INFO : Epoch 1854 | loss: 0.0309625 | val_loss: 0.0310191 | Time: 2558.02 ms [2021-03-03 15:30:48 main:574] : INFO : Epoch 1855 | loss: 0.030995 | val_loss: 0.0310417 | Time: 2546.68 ms [2021-03-03 15:30:51 main:574] : INFO : Epoch 1856 | loss: 0.0309874 | val_loss: 0.0310322 | Time: 2583.05 ms [2021-03-03 15:30:54 main:574] : INFO : Epoch 1857 | loss: 0.030984 | val_loss: 0.0310324 | Time: 2541.1 ms [2021-03-03 15:30:56 main:574] : INFO : Epoch 1858 | loss: 0.0310207 | val_loss: 0.0310419 | Time: 2537.74 ms [2021-03-03 15:30:59 main:574] : INFO : Epoch 1859 | loss: 0.0310055 | val_loss: 0.0310299 | Time: 2562.52 ms [2021-03-03 15:31:02 main:574] : INFO : Epoch 1860 | loss: 0.0309927 | val_loss: 0.0310195 | Time: 2546.06 ms [2021-03-03 15:31:04 main:574] : INFO : Epoch 1861 | loss: 0.0309876 | val_loss: 0.0310206 | Time: 2548.34 ms [2021-03-03 15:31:07 main:574] : INFO : Epoch 1862 | loss: 0.0309797 | val_loss: 0.0310209 | Time: 2554.05 ms [2021-03-03 15:31:09 main:574] : INFO : Epoch 1863 | loss: 0.0309748 | val_loss: 0.0310123 | Time: 2546.89 ms [2021-03-03 15:31:12 main:574] : INFO : Epoch 1864 | loss: 0.0309795 | val_loss: 0.0310131 | Time: 2546.06 ms [2021-03-03 15:31:15 main:574] : INFO : Epoch 1865 | loss: 0.0309732 | val_loss: 0.0310092 | Time: 2540.24 ms [2021-03-03 15:31:17 main:574] : INFO : Epoch 1866 | loss: 0.0309714 | val_loss: 0.0310231 | Time: 2533.62 ms [2021-03-03 15:31:20 main:574] : INFO : Epoch 1867 | loss: 0.0309673 | val_loss: 0.0310164 | Time: 2552.67 ms [2021-03-03 15:31:23 main:574] : INFO : Epoch 1868 | loss: 0.0309663 | val_loss: 0.0310147 | Time: 2541.16 ms [2021-03-03 15:31:25 main:574] : INFO : Epoch 1869 | loss: 0.0309616 | val_loss: 0.0310018 | Time: 2592.05 ms [2021-03-03 15:31:28 main:574] : INFO : Epoch 1870 | loss: 0.0309588 | val_loss: 0.0309988 | Time: 2547.84 ms [2021-03-03 15:31:31 main:574] : INFO : Epoch 1871 | loss: 0.0309529 | val_loss: 0.031004 | Time: 2542.84 ms [2021-03-03 15:31:33 main:574] : INFO : Epoch 1872 | loss: 0.0309537 | val_loss: 0.0310132 | Time: 2555.22 ms [2021-03-03 15:31:36 main:574] : INFO : Epoch 1873 | loss: 0.0309631 | val_loss: 0.0310116 | Time: 2548.46 ms [2021-03-03 15:31:38 main:574] : INFO : Epoch 1874 | loss: 0.0309624 | val_loss: 0.0310095 | Time: 2539.29 ms [2021-03-03 15:31:41 main:574] : INFO : Epoch 1875 | loss: 0.0309579 | val_loss: 0.0310097 | Time: 2561.01 ms [2021-03-03 15:31:44 main:574] : INFO : Epoch 1876 | loss: 0.0309552 | val_loss: 0.0310117 | Time: 2545.97 ms [2021-03-03 15:31:46 main:574] : INFO : Epoch 1877 | loss: 0.0309544 | val_loss: 0.0310105 | Time: 2542.47 ms [2021-03-03 15:31:49 main:574] : INFO : Epoch 1878 | loss: 0.0309559 | val_loss: 0.0310052 | Time: 2560.17 ms [2021-03-03 15:31:52 main:574] : INFO : Epoch 1879 | loss: 0.0309474 | val_loss: 0.0310155 | Time: 2552.56 ms [2021-03-03 15:31:54 main:574] : INFO : Epoch 1880 | loss: 0.0309441 | val_loss: 0.0310184 | Time: 2556.86 ms [2021-03-03 15:31:57 main:574] : INFO : Epoch 1881 | loss: 0.0309494 | val_loss: 0.0309989 | Time: 2553.79 ms [2021-03-03 15:31:59 main:574] : INFO : Epoch 1882 | loss: 0.0309663 | val_loss: 0.0310073 | Time: 2544.97 ms [2021-03-03 15:32:02 main:574] : INFO : Epoch 1883 | loss: 0.0309624 | val_loss: 0.0310107 | Time: 2540.5 ms [2021-03-03 15:32:05 main:574] : INFO : Epoch 1884 | loss: 0.0309638 | val_loss: 0.0310047 | Time: 2550.82 ms [2021-03-03 15:32:07 main:574] : INFO : Epoch 1885 | loss: 0.0309565 | val_loss: 0.0310108 | Time: 2536.94 ms [2021-03-03 15:32:10 main:574] : INFO : Epoch 1886 | loss: 0.0309547 | val_loss: 0.0310205 | Time: 2551.21 ms [2021-03-03 15:32:13 main:574] : INFO : Epoch 1887 | loss: 0.0309533 | val_loss: 0.0310141 | Time: 2532.93 ms [2021-03-03 15:32:15 main:574] : INFO : Epoch 1888 | loss: 0.0309521 | val_loss: 0.0309983 | Time: 2560.28 ms [2021-03-03 15:32:18 main:574] : INFO : Epoch 1889 | loss: 0.0309499 | val_loss: 0.0310065 | Time: 2563.12 ms [2021-03-03 15:32:21 main:574] : INFO : Epoch 1890 | loss: 0.0309525 | val_loss: 0.0310132 | Time: 2567.32 ms [2021-03-03 15:32:23 main:574] : INFO : Epoch 1891 | loss: 0.0309536 | val_loss: 0.0310052 | Time: 2533.07 ms [2021-03-03 15:32:26 main:574] : INFO : Epoch 1892 | loss: 0.0309515 | val_loss: 0.0310058 | Time: 2549.91 ms [2021-03-03 15:32:28 main:574] : INFO : Epoch 1893 | loss: 0.0309614 | val_loss: 0.0310196 | Time: 2548.29 ms [2021-03-03 15:32:31 main:574] : INFO : Epoch 1894 | loss: 0.0309869 | val_loss: 0.0310265 | Time: 2545.24 ms [2021-03-03 15:32:34 main:574] : INFO : Epoch 1895 | loss: 0.0309801 | val_loss: 0.031022 | Time: 2547.22 ms [2021-03-03 15:32:36 main:574] : INFO : Epoch 1896 | loss: 0.0309761 | val_loss: 0.0310107 | Time: 2549.36 ms [2021-03-03 15:32:39 main:574] : INFO : Epoch 1897 | loss: 0.0309671 | val_loss: 0.0310168 | Time: 2548.98 ms [2021-03-03 15:32:42 main:574] : INFO : Epoch 1898 | loss: 0.0309696 | val_loss: 0.0310152 | Time: 2537.9 ms [2021-03-03 15:32:44 main:574] : INFO : Epoch 1899 | loss: 0.0309631 | val_loss: 0.0310141 | Time: 2543.47 ms [2021-03-03 15:32:47 main:574] : INFO : Epoch 1900 | loss: 0.030961 | val_loss: 0.0310113 | Time: 2553.71 ms [2021-03-03 15:32:49 main:574] : INFO : Epoch 1901 | loss: 0.0309709 | val_loss: 0.0310208 | Time: 2547.33 ms [2021-03-03 15:32:52 main:574] : INFO : Epoch 1902 | loss: 0.0309732 | val_loss: 0.0310162 | Time: 2556.02 ms [2021-03-03 15:32:55 main:574] : INFO : Epoch 1903 | loss: 0.0309759 | val_loss: 0.0310259 | Time: 2545.89 ms [2021-03-03 15:32:57 main:574] : INFO : Epoch 1904 | loss: 0.0309698 | val_loss: 0.0310122 | Time: 2538.39 ms [2021-03-03 15:33:00 main:574] : INFO : Epoch 1905 | loss: 0.0309665 | val_loss: 0.0310073 | Time: 2560.79 ms [2021-03-03 15:33:03 main:574] : INFO : Epoch 1906 | loss: 0.0309629 | val_loss: 0.0310051 | Time: 2550.01 ms [2021-03-03 15:33:05 main:574] : INFO : Epoch 1907 | loss: 0.0309619 | val_loss: 0.0310061 | Time: 2529.1 ms [2021-03-03 15:33:08 main:574] : INFO : Epoch 1908 | loss: 0.0309572 | val_loss: 0.0310051 | Time: 2559.06 ms [2021-03-03 15:33:11 main:574] : INFO : Epoch 1909 | loss: 0.0309518 | val_loss: 0.0310096 | Time: 2551.18 ms [2021-03-03 15:33:13 main:574] : INFO : Epoch 1910 | loss: 0.0309546 | val_loss: 0.0310065 | Time: 2530.99 ms [2021-03-03 15:33:16 main:574] : INFO : Epoch 1911 | loss: 0.0309575 | val_loss: 0.0310025 | Time: 2542.47 ms [2021-03-03 15:33:19 main:574] : INFO : Epoch 1912 | loss: 0.0309541 | val_loss: 0.0310069 | Time: 2558.59 ms [2021-03-03 15:33:21 main:574] : INFO : Epoch 1913 | loss: 0.0309574 | val_loss: 0.0309999 | Time: 2556.13 ms [2021-03-03 15:33:24 main:574] : INFO : Epoch 1914 | loss: 0.0309504 | val_loss: 0.031008 | Time: 2548.17 ms [2021-03-03 15:33:27 main:574] : INFO : Epoch 1915 | loss: 0.0309555 | val_loss: 0.0309972 | Time: 2544.76 ms [2021-03-03 15:33:29 main:574] : INFO : Epoch 1916 | loss: 0.0309498 | val_loss: 0.0310057 | Time: 2558.42 ms [2021-03-03 15:33:32 main:574] : INFO : Epoch 1917 | loss: 0.0309517 | val_loss: 0.0310052 | Time: 2544.2 ms [2021-03-03 15:33:34 main:574] : INFO : Epoch 1918 | loss: 0.0309457 | val_loss: 0.0310096 | Time: 2553.49 ms [2021-03-03 15:33:37 main:574] : INFO : Epoch 1919 | loss: 0.0309438 | val_loss: 0.0310163 | Time: 2559.28 ms [2021-03-03 15:33:40 main:574] : INFO : Epoch 1920 | loss: 0.0309593 | val_loss: 0.0310165 | Time: 2549.12 ms [2021-03-03 15:33:42 main:574] : INFO : Epoch 1921 | loss: 0.0309562 | val_loss: 0.0310022 | Time: 2556.55 ms [2021-03-03 15:33:45 main:574] : INFO : Epoch 1922 | loss: 0.030953 | val_loss: 0.0310126 | Time: 2541.89 ms [2021-03-03 15:33:48 main:574] : INFO : Epoch 1923 | loss: 0.0309487 | val_loss: 0.0310066 | Time: 2533.04 ms [2021-03-03 15:33:50 main:574] : INFO : Epoch 1924 | loss: 0.0309601 | val_loss: 0.0310028 | Time: 2551.09 ms [2021-03-03 15:33:53 main:574] : INFO : Epoch 1925 | loss: 0.0309522 | val_loss: 0.0309934 | Time: 2539.52 ms [2021-03-03 15:33:55 main:574] : INFO : Epoch 1926 | loss: 0.0309442 | val_loss: 0.0309942 | Time: 2546.24 ms [2021-03-03 15:33:58 main:574] : INFO : Epoch 1927 | loss: 0.0309387 | val_loss: 0.030995 | Time: 2564.55 ms [2021-03-03 15:34:01 main:574] : INFO : Epoch 1928 | loss: 0.0309728 | val_loss: 0.0310369 | Time: 2549.6 ms [2021-03-03 15:34:03 main:574] : INFO : Epoch 1929 | loss: 0.0309931 | val_loss: 0.0310279 | Time: 2546.39 ms [2021-03-03 15:34:06 main:574] : INFO : Epoch 1930 | loss: 0.0309788 | val_loss: 0.0310245 | Time: 2557.57 ms [2021-03-03 15:34:09 main:574] : INFO : Epoch 1931 | loss: 0.0309666 | val_loss: 0.03102 | Time: 2554.01 ms [2021-03-03 15:34:11 main:574] : INFO : Epoch 1932 | loss: 0.0309593 | val_loss: 0.0310201 | Time: 2547.47 ms [2021-03-03 15:34:14 main:574] : INFO : Epoch 1933 | loss: 0.0309507 | val_loss: 0.0310172 | Time: 2550.06 ms [2021-03-03 15:34:17 main:574] : INFO : Epoch 1934 | loss: 0.0309558 | val_loss: 0.0310337 | Time: 2543.08 ms [2021-03-03 15:34:19 main:574] : INFO : Epoch 1935 | loss: 0.0309872 | val_loss: 0.0310481 | Time: 2571.88 ms [2021-03-03 15:34:22 main:574] : INFO : Epoch 1936 | loss: 0.0309766 | val_loss: 0.031017 | Time: 2537.38 ms [2021-03-03 15:34:24 main:574] : INFO : Epoch 1937 | loss: 0.0309645 | val_loss: 0.0310068 | Time: 2542.38 ms [2021-03-03 15:34:27 main:574] : INFO : Epoch 1938 | loss: 0.0309562 | val_loss: 0.0310122 | Time: 2564 ms [2021-03-03 15:34:30 main:574] : INFO : Epoch 1939 | loss: 0.0309553 | val_loss: 0.0310082 | Time: 2534.88 ms [2021-03-03 15:34:32 main:574] : INFO : Epoch 1940 | loss: 0.0309595 | val_loss: 0.0310107 | Time: 2569.36 ms [2021-03-03 15:34:35 main:574] : INFO : Epoch 1941 | loss: 0.0309616 | val_loss: 0.0310042 | Time: 2563.97 ms [2021-03-03 15:34:38 main:574] : INFO : Epoch 1942 | loss: 0.0309579 | val_loss: 0.0310024 | Time: 2547.7 ms [2021-03-03 15:34:40 main:574] : INFO : Epoch 1943 | loss: 0.0309739 | val_loss: 0.0310303 | Time: 2555.57 ms [2021-03-03 15:34:43 main:574] : INFO : Epoch 1944 | loss: 0.0309836 | val_loss: 0.031021 | Time: 2554.14 ms [2021-03-03 15:34:45 main:574] : INFO : Epoch 1945 | loss: 0.0309614 | val_loss: 0.0310122 | Time: 2540.96 ms [2021-03-03 15:34:48 main:574] : INFO : Epoch 1946 | loss: 0.0309628 | val_loss: 0.0310091 | Time: 2552.26 ms [2021-03-03 15:34:51 main:574] : INFO : Epoch 1947 | loss: 0.0309554 | val_loss: 0.0310145 | Time: 2545.55 ms [2021-03-03 15:34:53 main:574] : INFO : Epoch 1948 | loss: 0.030953 | val_loss: 0.0309989 | Time: 2538.21 ms [2021-03-03 15:34:56 main:574] : INFO : Epoch 1949 | loss: 0.0309547 | val_loss: 0.0309988 | Time: 2560.79 ms [2021-03-03 15:34:59 main:574] : INFO : Epoch 1950 | loss: 0.03095 | val_loss: 0.0310119 | Time: 2546.4 ms [2021-03-03 15:35:01 main:574] : INFO : Epoch 1951 | loss: 0.0309457 | val_loss: 0.0310075 | Time: 2555.37 ms [2021-03-03 15:35:04 main:574] : INFO : Epoch 1952 | loss: 0.0309384 | val_loss: 0.0310046 | Time: 2539.04 ms [2021-03-03 15:35:07 main:574] : INFO : Epoch 1953 | loss: 0.0309364 | val_loss: 0.0309947 | Time: 2529.67 ms [2021-03-03 15:35:09 main:574] : INFO : Epoch 1954 | loss: 0.0309328 | val_loss: 0.030997 | Time: 2554.4 ms [2021-03-03 15:35:12 main:574] : INFO : Epoch 1955 | loss: 0.0309345 | val_loss: 0.0309888 | Time: 2536.27 ms [2021-03-03 15:35:14 main:574] : INFO : Epoch 1956 | loss: 0.0309328 | val_loss: 0.0310022 | Time: 2545.5 ms [2021-03-03 15:35:17 main:574] : INFO : Epoch 1957 | loss: 0.0309322 | val_loss: 0.0309977 | Time: 2565.61 ms [2021-03-03 15:35:20 main:574] : INFO : Epoch 1958 | loss: 0.0309316 | val_loss: 0.0309961 | Time: 2542.91 ms [2021-03-03 15:35:22 main:574] : INFO : Epoch 1959 | loss: 0.0309419 | val_loss: 0.0310017 | Time: 2546.66 ms [2021-03-03 15:35:25 main:574] : INFO : Epoch 1960 | loss: 0.030947 | val_loss: 0.0310051 | Time: 2558.54 ms [2021-03-03 15:35:28 main:574] : INFO : Epoch 1961 | loss: 0.0309383 | val_loss: 0.0309979 | Time: 2545.18 ms [2021-03-03 15:35:30 main:574] : INFO : Epoch 1962 | loss: 0.0309301 | val_loss: 0.0310048 | Time: 2546.94 ms [2021-03-03 15:35:33 main:574] : INFO : Epoch 1963 | loss: 0.030926 | val_loss: 0.0310053 | Time: 2537.5 ms [2021-03-03 15:35:35 main:574] : INFO : Epoch 1964 | loss: 0.030928 | val_loss: 0.0309973 | Time: 2543.01 ms [2021-03-03 15:35:38 main:574] : INFO : Epoch 1965 | loss: 0.0309262 | val_loss: 0.0309917 | Time: 2552.45 ms [2021-03-03 15:35:41 main:574] : INFO : Epoch 1966 | loss: 0.030926 | val_loss: 0.0309984 | Time: 2547.46 ms [2021-03-03 15:35:43 main:574] : INFO : Epoch 1967 | loss: 0.0309258 | val_loss: 0.0309932 | Time: 2549.09 ms [2021-03-03 15:35:46 main:574] : INFO : Epoch 1968 | loss: 0.0309326 | val_loss: 0.0309906 | Time: 2551.93 ms [2021-03-03 15:35:49 main:574] : INFO : Epoch 1969 | loss: 0.0309423 | val_loss: 0.031 | Time: 2544.01 ms [2021-03-03 15:35:51 main:574] : INFO : Epoch 1970 | loss: 0.0309413 | val_loss: 0.0309911 | Time: 2536.25 ms [2021-03-03 15:35:54 main:574] : INFO : Epoch 1971 | loss: 0.0309412 | val_loss: 0.0309997 | Time: 2564.01 ms [2021-03-03 15:35:56 main:574] : INFO : Epoch 1972 | loss: 0.0309349 | val_loss: 0.0310003 | Time: 2545.28 ms [2021-03-03 15:35:59 main:574] : INFO : Epoch 1973 | loss: 0.0309353 | val_loss: 0.0310009 | Time: 2548.1 ms [2021-03-03 15:36:02 main:574] : INFO : Epoch 1974 | loss: 0.0309458 | val_loss: 0.0310123 | Time: 2540.43 ms [2021-03-03 15:36:04 main:574] : INFO : Epoch 1975 | loss: 0.0309367 | val_loss: 0.0310135 | Time: 2539.62 ms [2021-03-03 15:36:07 main:574] : INFO : Epoch 1976 | loss: 0.0309495 | val_loss: 0.0310217 | Time: 2555.26 ms [2021-03-03 15:36:10 main:574] : INFO : Epoch 1977 | loss: 0.0309476 | val_loss: 0.031006 | Time: 2550.29 ms [2021-03-03 15:36:12 main:574] : INFO : Epoch 1978 | loss: 0.0309462 | val_loss: 0.0310243 | Time: 2546.33 ms [2021-03-03 15:36:15 main:574] : INFO : Epoch 1979 | loss: 0.0309647 | val_loss: 0.0310161 | Time: 2545.41 ms [2021-03-03 15:36:18 main:574] : INFO : Epoch 1980 | loss: 0.0309465 | val_loss: 0.0310203 | Time: 2537.97 ms [2021-03-03 15:36:20 main:574] : INFO : Epoch 1981 | loss: 0.0309633 | val_loss: 0.0310193 | Time: 2544.94 ms [2021-03-03 15:36:23 main:574] : INFO : Epoch 1982 | loss: 0.0309683 | val_loss: 0.0310098 | Time: 2549.87 ms [2021-03-03 15:36:25 main:574] : INFO : Epoch 1983 | loss: 0.0309555 | val_loss: 0.0310109 | Time: 2558.46 ms [2021-03-03 15:36:28 main:574] : INFO : Epoch 1984 | loss: 0.0309478 | val_loss: 0.0309997 | Time: 2553.27 ms [2021-03-03 15:36:31 main:574] : INFO : Epoch 1985 | loss: 0.030953 | val_loss: 0.031006 | Time: 2544.67 ms [2021-03-03 15:36:33 main:574] : INFO : Epoch 1986 | loss: 0.0309548 | val_loss: 0.0310234 | Time: 2532.73 ms [2021-03-03 15:36:36 main:574] : INFO : Epoch 1987 | loss: 0.0309505 | val_loss: 0.0310088 | Time: 2553.96 ms [2021-03-03 15:36:39 main:574] : INFO : Epoch 1988 | loss: 0.0309468 | val_loss: 0.0310055 | Time: 2548.48 ms [2021-03-03 15:36:41 main:574] : INFO : Epoch 1989 | loss: 0.0309459 | val_loss: 0.0310137 | Time: 2544.59 ms [2021-03-03 15:36:44 main:574] : INFO : Epoch 1990 | loss: 0.0309378 | val_loss: 0.0310019 | Time: 2551.81 ms [2021-03-03 15:36:47 main:574] : INFO : Epoch 1991 | loss: 0.0309485 | val_loss: 0.0310037 | Time: 2539.51 ms [2021-03-03 15:36:49 main:574] : INFO : Epoch 1992 | loss: 0.0309382 | val_loss: 0.0310003 | Time: 2548.6 ms [2021-03-03 15:36:52 main:574] : INFO : Epoch 1993 | loss: 0.0309327 | val_loss: 0.0309973 | Time: 2555.71 ms [2021-03-03 15:36:54 main:574] : INFO : Epoch 1994 | loss: 0.030938 | val_loss: 0.0309939 | Time: 2536.22 ms [2021-03-03 15:36:57 main:574] : INFO : Epoch 1995 | loss: 0.0309343 | val_loss: 0.0309952 | Time: 2554.82 ms [2021-03-03 15:37:00 main:574] : INFO : Epoch 1996 | loss: 0.0309301 | val_loss: 0.0309979 | Time: 2547.68 ms [2021-03-03 15:37:02 main:574] : INFO : Epoch 1997 | loss: 0.0309305 | val_loss: 0.0310045 | Time: 2545.91 ms [2021-03-03 15:37:05 main:574] : INFO : Epoch 1998 | loss: 0.0309634 | val_loss: 0.0310031 | Time: 2556.83 ms [2021-03-03 15:37:08 main:574] : INFO : Epoch 1999 | loss: 0.0309615 | val_loss: 0.0310141 | Time: 2544.38 ms [2021-03-03 15:37:10 main:574] : INFO : Epoch 2000 | loss: 0.0309685 | val_loss: 0.0309982 | Time: 2549.07 ms [2021-03-03 15:37:13 main:574] : INFO : Epoch 2001 | loss: 0.0309582 | val_loss: 0.0309877 | Time: 2557.14 ms [2021-03-03 15:37:16 main:574] : INFO : Epoch 2002 | loss: 0.0309552 | val_loss: 0.0310062 | Time: 2547.48 ms [2021-03-03 15:37:18 main:574] : INFO : Epoch 2003 | loss: 0.0309838 | val_loss: 0.0310134 | Time: 2555.03 ms [2021-03-03 15:37:21 main:574] : INFO : Epoch 2004 | loss: 0.0309782 | val_loss: 0.0309949 | Time: 2545.45 ms [2021-03-03 15:37:23 main:574] : INFO : Epoch 2005 | loss: 0.0309677 | val_loss: 0.0309915 | Time: 2543.24 ms [2021-03-03 15:37:26 main:574] : INFO : Epoch 2006 | loss: 0.0309692 | val_loss: 0.0310031 | Time: 2562.08 ms [2021-03-03 15:37:29 main:574] : INFO : Epoch 2007 | loss: 0.0309839 | val_loss: 0.0310172 | Time: 2544.23 ms [2021-03-03 15:37:31 main:574] : INFO : Epoch 2008 | loss: 0.0309934 | val_loss: 0.0310209 | Time: 2541.83 ms [2021-03-03 15:37:34 main:574] : INFO : Epoch 2009 | loss: 0.030991 | val_loss: 0.0310134 | Time: 2566.2 ms [2021-03-03 15:37:37 main:574] : INFO : Epoch 2010 | loss: 0.0309782 | val_loss: 0.0310201 | Time: 2539.38 ms [2021-03-03 15:37:39 main:574] : INFO : Epoch 2011 | loss: 0.0309781 | val_loss: 0.0310088 | Time: 2539.81 ms [2021-03-03 15:37:42 main:574] : INFO : Epoch 2012 | loss: 0.0309684 | val_loss: 0.0309996 | Time: 2548.26 ms [2021-03-03 15:37:44 main:574] : INFO : Epoch 2013 | loss: 0.0309684 | val_loss: 0.031001 | Time: 2536.39 ms [2021-03-03 15:37:47 main:574] : INFO : Epoch 2014 | loss: 0.0309653 | val_loss: 0.0310027 | Time: 2567.97 ms [2021-03-03 15:37:50 main:574] : INFO : Epoch 2015 | loss: 0.0309586 | val_loss: 0.0309995 | Time: 2549.19 ms [2021-03-03 15:37:52 main:574] : INFO : Epoch 2016 | loss: 0.0309616 | val_loss: 0.0310088 | Time: 2551.29 ms [2021-03-03 15:37:55 main:574] : INFO : Epoch 2017 | loss: 0.0309614 | val_loss: 0.0310051 | Time: 2548.83 ms [2021-03-03 15:37:58 main:574] : INFO : Epoch 2018 | loss: 0.0309559 | val_loss: 0.0310045 | Time: 2542.1 ms [2021-03-03 15:38:00 main:574] : INFO : Epoch 2019 | loss: 0.0309717 | val_loss: 0.0310414 | Time: 2552.09 ms [2021-03-03 15:38:03 main:574] : INFO : Epoch 2020 | loss: 0.0309716 | val_loss: 0.0310236 | Time: 2554.57 ms [2021-03-03 15:38:06 main:574] : INFO : Epoch 2021 | loss: 0.0309645 | val_loss: 0.0310043 | Time: 2549.94 ms [2021-03-03 15:38:08 main:574] : INFO : Epoch 2022 | loss: 0.0309641 | val_loss: 0.0310038 | Time: 2555 ms [2021-03-03 15:38:11 main:574] : INFO : Epoch 2023 | loss: 0.0309701 | val_loss: 0.0309952 | Time: 2543.48 ms [2021-03-03 15:38:13 main:574] : INFO : Epoch 2024 | loss: 0.0309606 | val_loss: 0.031007 | Time: 2546.67 ms [2021-03-03 15:38:16 main:574] : INFO : Epoch 2025 | loss: 0.030972 | val_loss: 0.0310115 | Time: 2548.18 ms [2021-03-03 15:38:19 main:574] : INFO : Epoch 2026 | loss: 0.0309753 | val_loss: 0.0310041 | Time: 2544.35 ms [2021-03-03 15:38:21 main:574] : INFO : Epoch 2027 | loss: 0.0309614 | val_loss: 0.0309999 | Time: 2538.57 ms [2021-03-03 15:38:24 main:574] : INFO : Epoch 2028 | loss: 0.0309569 | val_loss: 0.0309929 | Time: 2559.52 ms [2021-03-03 15:38:27 main:574] : INFO : Epoch 2029 | loss: 0.0309508 | val_loss: 0.0309897 | Time: 2541.02 ms [2021-03-03 15:38:29 main:574] : INFO : Epoch 2030 | loss: 0.0309466 | val_loss: 0.030998 | Time: 2549.06 ms [2021-03-03 15:38:32 main:574] : INFO : Epoch 2031 | loss: 0.030947 | val_loss: 0.0309927 | Time: 2567.53 ms [2021-03-03 15:38:35 main:574] : INFO : Epoch 2032 | loss: 0.0309456 | val_loss: 0.0309981 | Time: 2537.54 ms [2021-03-03 15:38:37 main:574] : INFO : Epoch 2033 | loss: 0.0309385 | val_loss: 0.031 | Time: 2545.99 ms [2021-03-03 15:38:40 main:574] : INFO : Epoch 2034 | loss: 0.0309377 | val_loss: 0.0310036 | Time: 2551.63 ms [2021-03-03 15:38:42 main:574] : INFO : Epoch 2035 | loss: 0.0309375 | val_loss: 0.0309953 | Time: 2547.81 ms [2021-03-03 15:38:45 main:574] : INFO : Epoch 2036 | loss: 0.0309441 | val_loss: 0.0309979 | Time: 2552.41 ms [2021-03-03 15:38:48 main:574] : INFO : Epoch 2037 | loss: 0.0309439 | val_loss: 0.0310032 | Time: 2582.87 ms [2021-03-03 15:38:50 main:574] : INFO : Epoch 2038 | loss: 0.0309361 | val_loss: 0.031003 | Time: 2554.42 ms [2021-03-03 15:38:53 main:574] : INFO : Epoch 2039 | loss: 0.0309364 | val_loss: 0.0310013 | Time: 2562.91 ms [2021-03-03 15:38:56 main:574] : INFO : Epoch 2040 | loss: 0.0309299 | val_loss: 0.030998 | Time: 2555.56 ms [2021-03-03 15:38:58 main:574] : INFO : Epoch 2041 | loss: 0.0309285 | val_loss: 0.0309972 | Time: 2536.71 ms [2021-03-03 15:39:01 main:574] : INFO : Epoch 2042 | loss: 0.0309254 | val_loss: 0.0310087 | Time: 2565.36 ms [2021-03-03 15:39:04 main:574] : INFO : Epoch 2043 | loss: 0.0309253 | val_loss: 0.0309865 | Time: 2545.81 ms [2021-03-03 15:39:06 main:574] : INFO : Epoch 2044 | loss: 0.0309239 | val_loss: 0.0309971 | Time: 2551.47 ms [2021-03-03 15:39:09 main:574] : INFO : Epoch 2045 | loss: 0.0309297 | val_loss: 0.0309938 | Time: 2536.04 ms [2021-03-03 15:39:11 main:574] : INFO : Epoch 2046 | loss: 0.0309263 | val_loss: 0.0310116 | Time: 2539.29 ms [2021-03-03 15:39:14 main:574] : INFO : Epoch 2047 | loss: 0.0309389 | val_loss: 0.0310088 | Time: 2555.06 ms [2021-03-03 15:39:17 main:574] : INFO : Epoch 2048 | loss: 0.030956 | val_loss: 0.031002 | Time: 2541.35 ms [2021-03-03 15:39:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031002 [2021-03-03 15:39:17 main:603] : INFO : Saving end state to config to file [2021-03-03 15:39:17 main:608] : INFO : Success, exiting.. 15:39:17 (12496): 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)