Task 3751772
| Name | ParityModified-1609262554-32546-3_1 |
| Workunit | 1924322 |
| Created | 21 Jan 2021, 19:34:25 UTC |
| Sent | 21 Jan 2021, 19:45:16 UTC |
| Report deadline | 28 Jan 2021, 19:45:16 UTC |
| Received | 21 Jan 2021, 21:29:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 30 min 6 sec |
| CPU time | 1 hours 20 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-01-21 13:02:45 main:574] : INFO : Epoch 1542 | loss: 0.0310058 | val_loss: 0.031251 | Time: 2615.69 ms [2021-01-21 13:02:47 main:574] : INFO : Epoch 1543 | loss: 0.0310081 | val_loss: 0.0312603 | Time: 2577.74 ms [2021-01-21 13:02:50 main:574] : INFO : Epoch 1544 | loss: 0.0310079 | val_loss: 0.0312622 | Time: 2574.7 ms [2021-01-21 13:02:52 main:574] : INFO : Epoch 1545 | loss: 0.031005 | val_loss: 0.0312801 | Time: 2593.65 ms [2021-01-21 13:02:55 main:574] : INFO : Epoch 1546 | loss: 0.0310131 | val_loss: 0.0312765 | Time: 2583.49 ms [2021-01-21 13:02:58 main:574] : INFO : Epoch 1547 | loss: 0.0310157 | val_loss: 0.0312525 | Time: 2635.62 ms [2021-01-21 13:03:00 main:574] : INFO : Epoch 1548 | loss: 0.0310114 | val_loss: 0.0312666 | Time: 2607.21 ms [2021-01-21 13:03:03 main:574] : INFO : Epoch 1549 | loss: 0.0310041 | val_loss: 0.0312625 | Time: 2572.2 ms [2021-01-21 13:03:05 main:574] : INFO : Epoch 1550 | loss: 0.0310016 | val_loss: 0.0312364 | Time: 2634.53 ms [2021-01-21 13:03:08 main:574] : INFO : Epoch 1551 | loss: 0.0310064 | val_loss: 0.0312805 | Time: 2613.61 ms [2021-01-21 13:03:11 main:574] : INFO : Epoch 1552 | loss: 0.0310074 | val_loss: 0.0312916 | Time: 2552.22 ms [2021-01-21 13:03:13 main:574] : INFO : Epoch 1553 | loss: 0.031022 | val_loss: 0.031226 | Time: 2560.01 ms [2021-01-21 13:03:16 main:574] : INFO : Epoch 1554 | loss: 0.0310148 | val_loss: 0.0312667 | Time: 2580.45 ms [2021-01-21 13:03:19 main:574] : INFO : Epoch 1555 | loss: 0.031011 | val_loss: 0.031247 | Time: 2575.21 ms [2021-01-21 13:03:21 main:574] : INFO : Epoch 1556 | loss: 0.0310073 | val_loss: 0.0312532 | Time: 2550.69 ms [2021-01-21 13:03:24 main:574] : INFO : Epoch 1557 | loss: 0.031013 | val_loss: 0.0312403 | Time: 2558.4 ms [2021-01-21 13:03:26 main:574] : INFO : Epoch 1558 | loss: 0.0310085 | val_loss: 0.0312555 | Time: 2564.17 ms [2021-01-21 13:03:29 main:574] : INFO : Epoch 1559 | loss: 0.0310108 | val_loss: 0.0312213 | Time: 2535.94 ms [2021-01-21 13:03:31 main:574] : INFO : Epoch 1560 | loss: 0.0310197 | val_loss: 0.0312558 | Time: 2540.05 ms [2021-01-21 13:03:34 main:574] : INFO : Epoch 1561 | loss: 0.0310038 | val_loss: 0.0312808 | Time: 2604.43 ms [2021-01-21 13:03:37 main:574] : INFO : Epoch 1562 | loss: 0.0310044 | val_loss: 0.0312544 | Time: 2633.67 ms [2021-01-21 13:03:39 main:574] : INFO : Epoch 1563 | loss: 0.031003 | val_loss: 0.0312688 | Time: 2594.62 ms [2021-01-21 13:03:42 main:574] : INFO : Epoch 1564 | loss: 0.0310156 | val_loss: 0.031229 | Time: 2592.69 ms [2021-01-21 13:03:45 main:574] : INFO : Epoch 1565 | loss: 0.031031 | val_loss: 0.031221 | Time: 2617.83 ms [2021-01-21 13:03:47 main:574] : INFO : Epoch 1566 | loss: 0.0310176 | val_loss: 0.0312577 | Time: 2583.89 ms [2021-01-21 13:03:50 main:574] : INFO : Epoch 1567 | loss: 0.0310118 | val_loss: 0.0312722 | Time: 2625.39 ms [2021-01-21 13:03:52 main:574] : INFO : Epoch 1568 | loss: 0.0310042 | val_loss: 0.0312322 | Time: 2540.68 ms [2021-01-21 13:03:55 main:574] : INFO : Epoch 1569 | loss: 0.03101 | val_loss: 0.0312542 | Time: 2592.75 ms [2021-01-21 13:03:58 main:574] : INFO : Epoch 1570 | loss: 0.031005 | val_loss: 0.0312658 | Time: 2580.63 ms [2021-01-21 13:04:00 main:574] : INFO : Epoch 1571 | loss: 0.0310085 | val_loss: 0.0312379 | Time: 2565.87 ms [2021-01-21 13:04:03 main:574] : INFO : Epoch 1572 | loss: 0.0310113 | val_loss: 0.0312444 | Time: 2592.2 ms [2021-01-21 13:04:06 main:574] : INFO : Epoch 1573 | loss: 0.0310047 | val_loss: 0.0312334 | Time: 2589.6 ms [2021-01-21 13:04:08 main:574] : INFO : Epoch 1574 | loss: 0.0310163 | val_loss: 0.0312374 | Time: 2577 ms [2021-01-21 13:04:11 main:574] : INFO : Epoch 1575 | loss: 0.0310215 | val_loss: 0.0312317 | Time: 2611.3 ms [2021-01-21 13:04:13 main:574] : INFO : Epoch 1576 | loss: 0.0310166 | val_loss: 0.0312688 | Time: 2591.77 ms [2021-01-21 13:04:16 main:574] : INFO : Epoch 1577 | loss: 0.0310149 | val_loss: 0.0312725 | Time: 2593.91 ms [2021-01-21 13:04:19 main:574] : INFO : Epoch 1578 | loss: 0.0310174 | val_loss: 0.0312434 | Time: 2541.45 ms [2021-01-21 13:04:21 main:574] : INFO : Epoch 1579 | loss: 0.0310117 | val_loss: 0.0312684 | Time: 2635.42 ms [2021-01-21 13:04:24 main:574] : INFO : Epoch 1580 | loss: 0.0310124 | val_loss: 0.0312302 | Time: 2562.84 ms [2021-01-21 13:04:27 main:574] : INFO : Epoch 1581 | loss: 0.0310167 | val_loss: 0.031276 | Time: 2546.53 ms [2021-01-21 13:04:29 main:574] : INFO : Epoch 1582 | loss: 0.0310086 | val_loss: 0.031252 | Time: 2598.9 ms [2021-01-21 13:04:32 main:574] : INFO : Epoch 1583 | loss: 0.0310061 | val_loss: 0.0312939 | Time: 2576.09 ms [2021-01-21 13:04:34 main:574] : INFO : Epoch 1584 | loss: 0.0310093 | val_loss: 0.0312683 | Time: 2563.32 ms [2021-01-21 13:04:37 main:574] : INFO : Epoch 1585 | loss: 0.0310261 | val_loss: 0.0312421 | Time: 2603.55 ms [2021-01-21 13:04:40 main:574] : INFO : Epoch 1586 | loss: 0.0310214 | val_loss: 0.0312863 | Time: 2558.87 ms [2021-01-21 13:04:43 main:574] : INFO : Epoch 1587 | loss: 0.0310081 | val_loss: 0.0312688 | Time: 2590.06 ms [2021-01-21 13:04:45 main:574] : INFO : Epoch 1588 | loss: 0.0310081 | val_loss: 0.0312737 | Time: 2537.59 ms [2021-01-21 13:04:48 main:574] : INFO : Epoch 1589 | loss: 0.0310022 | val_loss: 0.0312773 | Time: 2662.92 ms [2021-01-21 13:04:50 main:574] : INFO : Epoch 1590 | loss: 0.031008 | val_loss: 0.0312635 | Time: 2594.35 ms [2021-01-21 13:04:53 main:574] : INFO : Epoch 1591 | loss: 0.031006 | val_loss: 0.0312869 | Time: 2578.34 ms [2021-01-21 13:04:56 main:574] : INFO : Epoch 1592 | loss: 0.0310112 | val_loss: 0.0312407 | Time: 2570.43 ms [2021-01-21 13:04:59 main:574] : INFO : Epoch 1593 | loss: 0.0310148 | val_loss: 0.0312633 | Time: 2595.89 ms [2021-01-21 13:05:01 main:574] : INFO : Epoch 1594 | loss: 0.0310058 | val_loss: 0.0312761 | Time: 2624.53 ms [2021-01-21 13:05:04 main:574] : INFO : Epoch 1595 | loss: 0.0309986 | val_loss: 0.0312631 | Time: 2545.79 ms [2021-01-21 13:05:07 main:574] : INFO : Epoch 1596 | loss: 0.0310142 | val_loss: 0.0312441 | Time: 2558.85 ms [2021-01-21 13:05:10 main:574] : INFO : Epoch 1597 | loss: 0.0310106 | val_loss: 0.0312349 | Time: 2548.12 ms [2021-01-21 13:05:13 main:574] : INFO : Epoch 1598 | loss: 0.0310213 | val_loss: 0.0312093 | Time: 2536.47 ms [2021-01-21 13:05:16 main:574] : INFO : Epoch 1599 | loss: 0.0310257 | val_loss: 0.0312544 | Time: 2561.56 ms [2021-01-21 13:05:18 main:574] : INFO : Epoch 1600 | loss: 0.0310146 | val_loss: 0.0312583 | Time: 2660.67 ms [2021-01-21 13:05:21 main:574] : INFO : Epoch 1601 | loss: 0.0310171 | val_loss: 0.0312432 | Time: 2558.84 ms [2021-01-21 13:05:24 main:574] : INFO : Epoch 1602 | loss: 0.0310097 | val_loss: 0.0312499 | Time: 2538.77 ms [2021-01-21 13:05:27 main:574] : INFO : Epoch 1603 | loss: 0.0310115 | val_loss: 0.0312412 | Time: 2533.63 ms [2021-01-21 13:05:30 main:574] : INFO : Epoch 1604 | loss: 0.031006 | val_loss: 0.0312666 | Time: 2560.02 ms [2021-01-21 13:05:33 main:574] : INFO : Epoch 1605 | loss: 0.0310037 | val_loss: 0.031304 | Time: 2558.89 ms [2021-01-21 13:05:37 main:574] : INFO : Epoch 1606 | loss: 0.0310091 | val_loss: 0.0312767 | Time: 2588.57 ms [2021-01-21 13:05:39 main:574] : INFO : Epoch 1607 | loss: 0.0310138 | val_loss: 0.0312547 | Time: 2543.45 ms [2021-01-21 13:05:42 main:574] : INFO : Epoch 1608 | loss: 0.0310028 | val_loss: 0.0312584 | Time: 2557.97 ms [2021-01-21 13:05:44 main:574] : INFO : Epoch 1609 | loss: 0.031002 | val_loss: 0.0312587 | Time: 2570.64 ms [2021-01-21 13:05:47 main:574] : INFO : Epoch 1610 | loss: 0.0310089 | val_loss: 0.0312699 | Time: 2545.44 ms [2021-01-21 13:05:50 main:574] : INFO : Epoch 1611 | loss: 0.0310176 | val_loss: 0.031246 | Time: 2560.89 ms [2021-01-21 13:05:53 main:574] : INFO : Epoch 1612 | loss: 0.031015 | val_loss: 0.0312603 | Time: 2562.2 ms [2021-01-21 13:05:55 main:574] : INFO : Epoch 1613 | loss: 0.0310057 | val_loss: 0.0312508 | Time: 2594.08 ms [2021-01-21 13:05:58 main:574] : INFO : Epoch 1614 | loss: 0.0310033 | val_loss: 0.031257 | Time: 2629.13 ms [2021-01-21 13:06:00 main:574] : INFO : Epoch 1615 | loss: 0.0310066 | val_loss: 0.0312526 | Time: 2586.12 ms [2021-01-21 13:06:03 main:574] : INFO : Epoch 1616 | loss: 0.0310064 | val_loss: 0.0312565 | Time: 2565.99 ms [2021-01-21 13:06:06 main:574] : INFO : Epoch 1617 | loss: 0.0310032 | val_loss: 0.0312515 | Time: 2536.51 ms [2021-01-21 13:06:08 main:574] : INFO : Epoch 1618 | loss: 0.0310006 | val_loss: 0.0312581 | Time: 2568.06 ms [2021-01-21 13:06:11 main:574] : INFO : Epoch 1619 | loss: 0.0310077 | val_loss: 0.0312414 | Time: 2566.12 ms [2021-01-21 13:06:13 main:574] : INFO : Epoch 1620 | loss: 0.0310018 | val_loss: 0.0312525 | Time: 2600.54 ms [2021-01-21 13:06:17 main:574] : INFO : Epoch 1621 | loss: 0.0310068 | val_loss: 0.0312353 | Time: 2561.96 ms [2021-01-21 13:06:19 main:574] : INFO : Epoch 1622 | loss: 0.0310129 | val_loss: 0.0312687 | Time: 2587.56 ms [2021-01-21 13:06:22 main:574] : INFO : Epoch 1623 | loss: 0.0310088 | val_loss: 0.0312593 | Time: 2556.55 ms [2021-01-21 13:06:25 main:574] : INFO : Epoch 1624 | loss: 0.0310058 | val_loss: 0.0312307 | Time: 2589.61 ms [2021-01-21 13:06:27 main:574] : INFO : Epoch 1625 | loss: 0.0309998 | val_loss: 0.0312701 | Time: 2534.82 ms [2021-01-21 13:06:30 main:574] : INFO : Epoch 1626 | loss: 0.0310008 | val_loss: 0.0312492 | Time: 2596.5 ms [2021-01-21 13:06:32 main:574] : INFO : Epoch 1627 | loss: 0.0310055 | val_loss: 0.0312462 | Time: 2644.12 ms [2021-01-21 13:06:35 main:574] : INFO : Epoch 1628 | loss: 0.0310093 | val_loss: 0.0312522 | Time: 2591.91 ms [2021-01-21 13:06:38 main:574] : INFO : Epoch 1629 | loss: 0.0310036 | val_loss: 0.0312656 | Time: 2587.02 ms [2021-01-21 13:06:40 main:574] : INFO : Epoch 1630 | loss: 0.0310021 | val_loss: 0.0312679 | Time: 2536.56 ms [2021-01-21 13:06:43 main:574] : INFO : Epoch 1631 | loss: 0.0310024 | val_loss: 0.0313073 | Time: 2551.94 ms [2021-01-21 13:06:47 main:574] : INFO : Epoch 1632 | loss: 0.0310093 | val_loss: 0.0312537 | Time: 2608.86 ms [2021-01-21 13:06:50 main:574] : INFO : Epoch 1633 | loss: 0.0310174 | val_loss: 0.0312082 | Time: 2556.37 ms [2021-01-21 13:06:53 main:574] : INFO : Epoch 1634 | loss: 0.031011 | val_loss: 0.0312473 | Time: 2549.93 ms [2021-01-21 13:06:56 main:574] : INFO : Epoch 1635 | loss: 0.0310093 | val_loss: 0.0312527 | Time: 2592.97 ms [2021-01-21 13:06:58 main:574] : INFO : Epoch 1636 | loss: 0.0310188 | val_loss: 0.0312321 | Time: 2535.12 ms [2021-01-21 13:07:02 main:574] : INFO : Epoch 1637 | loss: 0.0310088 | val_loss: 0.0312559 | Time: 2607.43 ms [2021-01-21 13:07:05 main:574] : INFO : Epoch 1638 | loss: 0.0310071 | val_loss: 0.0312527 | Time: 2583.52 ms [2021-01-21 13:07:07 main:574] : INFO : Epoch 1639 | loss: 0.0310201 | val_loss: 0.0312429 | Time: 2540.02 ms [2021-01-21 13:07:10 main:574] : INFO : Epoch 1640 | loss: 0.0310215 | val_loss: 0.0312475 | Time: 2541.07 ms [2021-01-21 13:07:13 main:574] : INFO : Epoch 1641 | loss: 0.0310245 | val_loss: 0.0312726 | Time: 2564.86 ms [2021-01-21 13:07:16 main:574] : INFO : Epoch 1642 | loss: 0.03101 | val_loss: 0.0312705 | Time: 2586.16 ms [2021-01-21 13:07:18 main:574] : INFO : Epoch 1643 | loss: 0.0310025 | val_loss: 0.0312795 | Time: 2575.35 ms [2021-01-21 13:07:21 main:574] : INFO : Epoch 1644 | loss: 0.0310024 | val_loss: 0.0312723 | Time: 2590.67 ms [2021-01-21 13:07:23 main:574] : INFO : Epoch 1645 | loss: 0.0310048 | val_loss: 0.03125 | Time: 2616.21 ms [2021-01-21 13:07:26 main:574] : INFO : Epoch 1646 | loss: 0.0310079 | val_loss: 0.0312701 | Time: 2617.68 ms [2021-01-21 13:07:29 main:574] : INFO : Epoch 1647 | loss: 0.0310059 | val_loss: 0.0312514 | Time: 2540.26 ms [2021-01-21 13:07:31 main:574] : INFO : Epoch 1648 | loss: 0.0310083 | val_loss: 0.0312454 | Time: 2560.41 ms [2021-01-21 13:07:34 main:574] : INFO : Epoch 1649 | loss: 0.0310185 | val_loss: 0.0312403 | Time: 2564.7 ms [2021-01-21 13:07:36 main:574] : INFO : Epoch 1650 | loss: 0.0310088 | val_loss: 0.0312572 | Time: 2590.38 ms [2021-01-21 13:07:39 main:574] : INFO : Epoch 1651 | loss: 0.0310144 | val_loss: 0.0312615 | Time: 2587.16 ms [2021-01-21 13:07:42 main:574] : INFO : Epoch 1652 | loss: 0.0310192 | val_loss: 0.0312603 | Time: 2542.35 ms [2021-01-21 13:07:44 main:574] : INFO : Epoch 1653 | loss: 0.031011 | val_loss: 0.0312437 | Time: 2561.03 ms [2021-01-21 13:07:47 main:574] : INFO : Epoch 1654 | loss: 0.0310113 | val_loss: 0.0312675 | Time: 2582.77 ms [2021-01-21 13:07:49 main:574] : INFO : Epoch 1655 | loss: 0.0310069 | val_loss: 0.031283 | Time: 2625.11 ms [2021-01-21 13:07:52 main:574] : INFO : Epoch 1656 | loss: 0.0310035 | val_loss: 0.0312547 | Time: 2568.37 ms [2021-01-21 13:07:55 main:574] : INFO : Epoch 1657 | loss: 0.0310027 | val_loss: 0.0312412 | Time: 2608 ms [2021-01-21 13:07:57 main:574] : INFO : Epoch 1658 | loss: 0.0310046 | val_loss: 0.03123 | Time: 2632.95 ms [2021-01-21 13:08:00 main:574] : INFO : Epoch 1659 | loss: 0.031036 | val_loss: 0.0312514 | Time: 2558.75 ms [2021-01-21 13:08:02 main:574] : INFO : Epoch 1660 | loss: 0.0310099 | val_loss: 0.0312751 | Time: 2585.89 ms [2021-01-21 13:08:05 main:574] : INFO : Epoch 1661 | loss: 0.0310011 | val_loss: 0.0312893 | Time: 2581.49 ms [2021-01-21 13:08:08 main:574] : INFO : Epoch 1662 | loss: 0.0309983 | val_loss: 0.0312631 | Time: 2541.7 ms [2021-01-21 13:08:10 main:574] : INFO : Epoch 1663 | loss: 0.0310025 | val_loss: 0.0312875 | Time: 2620.7 ms [2021-01-21 13:08:13 main:574] : INFO : Epoch 1664 | loss: 0.0310043 | val_loss: 0.0312709 | Time: 2614.75 ms [2021-01-21 13:08:16 main:574] : INFO : Epoch 1665 | loss: 0.0310155 | val_loss: 0.0312686 | Time: 2591.25 ms [2021-01-21 13:08:18 main:574] : INFO : Epoch 1666 | loss: 0.0310006 | val_loss: 0.0312682 | Time: 2582.85 ms [2021-01-21 13:08:21 main:574] : INFO : Epoch 1667 | loss: 0.0309994 | val_loss: 0.0312394 | Time: 2630.76 ms [2021-01-21 13:08:23 main:574] : INFO : Epoch 1668 | loss: 0.0310039 | val_loss: 0.03123 | Time: 2596.43 ms [2021-01-21 13:08:26 main:574] : INFO : Epoch 1669 | loss: 0.0310072 | val_loss: 0.031251 | Time: 2555.54 ms [2021-01-21 13:08:29 main:574] : INFO : Epoch 1670 | loss: 0.0310084 | val_loss: 0.0312525 | Time: 2555.65 ms [2021-01-21 13:08:31 main:574] : INFO : Epoch 1671 | loss: 0.0310104 | val_loss: 0.031253 | Time: 2644.19 ms [2021-01-21 13:08:34 main:574] : INFO : Epoch 1672 | loss: 0.031006 | val_loss: 0.0312694 | Time: 2609.79 ms [2021-01-21 13:08:37 main:574] : INFO : Epoch 1673 | loss: 0.0310221 | val_loss: 0.0312522 | Time: 2541.05 ms [2021-01-21 13:08:39 main:574] : INFO : Epoch 1674 | loss: 0.0310296 | val_loss: 0.0312501 | Time: 2552.19 ms [2021-01-21 13:08:42 main:574] : INFO : Epoch 1675 | loss: 0.0310103 | val_loss: 0.0312688 | Time: 2567.62 ms [2021-01-21 13:08:44 main:574] : INFO : Epoch 1676 | loss: 0.03101 | val_loss: 0.0312463 | Time: 2577.75 ms [2021-01-21 13:08:47 main:574] : INFO : Epoch 1677 | loss: 0.0310186 | val_loss: 0.0312355 | Time: 2543.31 ms [2021-01-21 13:08:50 main:574] : INFO : Epoch 1678 | loss: 0.0310241 | val_loss: 0.0312453 | Time: 2654.65 ms [2021-01-21 13:08:52 main:574] : INFO : Epoch 1679 | loss: 0.0310124 | val_loss: 0.0312688 | Time: 2561.06 ms [2021-01-21 13:08:55 main:574] : INFO : Epoch 1680 | loss: 0.0310272 | val_loss: 0.0312839 | Time: 2617.54 ms [2021-01-21 13:08:57 main:574] : INFO : Epoch 1681 | loss: 0.0310101 | val_loss: 0.0312429 | Time: 2542.01 ms [2021-01-21 13:09:00 main:574] : INFO : Epoch 1682 | loss: 0.0310059 | val_loss: 0.0312555 | Time: 2555.59 ms [2021-01-21 13:09:02 main:574] : INFO : Epoch 1683 | loss: 0.0310015 | val_loss: 0.031258 | Time: 2582.72 ms [2021-01-21 13:09:05 main:574] : INFO : Epoch 1684 | loss: 0.0309957 | val_loss: 0.0312774 | Time: 2604.55 ms [2021-01-21 13:09:08 main:574] : INFO : Epoch 1685 | loss: 0.031 | val_loss: 0.0312636 | Time: 2551.66 ms [2021-01-21 13:09:10 main:574] : INFO : Epoch 1686 | loss: 0.0310098 | val_loss: 0.0312664 | Time: 2603.72 ms [2021-01-21 13:09:13 main:574] : INFO : Epoch 1687 | loss: 0.0310081 | val_loss: 0.0312639 | Time: 2562.43 ms [2021-01-21 13:09:15 main:574] : INFO : Epoch 1688 | loss: 0.031001 | val_loss: 0.0312654 | Time: 2601.07 ms [2021-01-21 13:09:18 main:574] : INFO : Epoch 1689 | loss: 0.0309944 | val_loss: 0.0312644 | Time: 2670.85 ms [2021-01-21 13:09:21 main:574] : INFO : Epoch 1690 | loss: 0.0310027 | val_loss: 0.0312616 | Time: 2588.35 ms [2021-01-21 13:09:23 main:574] : INFO : Epoch 1691 | loss: 0.0310051 | val_loss: 0.03126 | Time: 2612.48 ms [2021-01-21 13:09:26 main:574] : INFO : Epoch 1692 | loss: 0.030997 | val_loss: 0.0312546 | Time: 2585.85 ms [2021-01-21 13:09:29 main:574] : INFO : Epoch 1693 | loss: 0.0310123 | val_loss: 0.0312562 | Time: 2593.68 ms [2021-01-21 13:09:31 main:574] : INFO : Epoch 1694 | loss: 0.0310076 | val_loss: 0.0312746 | Time: 2611.44 ms [2021-01-21 13:09:34 main:574] : INFO : Epoch 1695 | loss: 0.0310009 | val_loss: 0.0312954 | Time: 2629.34 ms [2021-01-21 13:09:37 main:574] : INFO : Epoch 1696 | loss: 0.031006 | val_loss: 0.0312452 | Time: 2602.9 ms [2021-01-21 13:09:39 main:574] : INFO : Epoch 1697 | loss: 0.0310143 | val_loss: 0.0312742 | Time: 2604.38 ms [2021-01-21 13:09:42 main:574] : INFO : Epoch 1698 | loss: 0.0310074 | val_loss: 0.0312656 | Time: 2540.79 ms [2021-01-21 13:09:45 main:574] : INFO : Epoch 1699 | loss: 0.0309974 | val_loss: 0.0312663 | Time: 2591.99 ms [2021-01-21 13:09:47 main:574] : INFO : Epoch 1700 | loss: 0.0310082 | val_loss: 0.031276 | Time: 2562.89 ms [2021-01-21 13:09:50 main:574] : INFO : Epoch 1701 | loss: 0.0310096 | val_loss: 0.0312747 | Time: 2590.11 ms [2021-01-21 13:09:52 main:574] : INFO : Epoch 1702 | loss: 0.0310023 | val_loss: 0.0312777 | Time: 2564.14 ms [2021-01-21 13:09:55 main:574] : INFO : Epoch 1703 | loss: 0.0310009 | val_loss: 0.03126 | Time: 2573.52 ms [2021-01-21 13:09:58 main:574] : INFO : Epoch 1704 | loss: 0.0310052 | val_loss: 0.0312588 | Time: 2595.16 ms [2021-01-21 13:10:00 main:574] : INFO : Epoch 1705 | loss: 0.0310078 | val_loss: 0.0312831 | Time: 2601.8 ms [2021-01-21 13:10:03 main:574] : INFO : Epoch 1706 | loss: 0.0310121 | val_loss: 0.0312393 | Time: 2559.1 ms [2021-01-21 13:10:05 main:574] : INFO : Epoch 1707 | loss: 0.0310054 | val_loss: 0.0312218 | Time: 2651.96 ms [2021-01-21 13:10:08 main:574] : INFO : Epoch 1708 | loss: 0.0310092 | val_loss: 0.0312912 | Time: 2610.46 ms [2021-01-21 13:10:11 main:574] : INFO : Epoch 1709 | loss: 0.031008 | val_loss: 0.0312236 | Time: 2612.64 ms [2021-01-21 13:10:13 main:574] : INFO : Epoch 1710 | loss: 0.0310151 | val_loss: 0.0312717 | Time: 2545.86 ms [2021-01-21 13:10:16 main:574] : INFO : Epoch 1711 | loss: 0.0310091 | val_loss: 0.0312729 | Time: 2568.48 ms [2021-01-21 13:10:19 main:574] : INFO : Epoch 1712 | loss: 0.0310052 | val_loss: 0.0312736 | Time: 2545.5 ms [2021-01-21 13:10:21 main:574] : INFO : Epoch 1713 | loss: 0.0310151 | val_loss: 0.0312712 | Time: 2592.34 ms [2021-01-21 13:10:24 main:574] : INFO : Epoch 1714 | loss: 0.0310108 | val_loss: 0.0312922 | Time: 2576.95 ms [2021-01-21 13:10:26 main:574] : INFO : Epoch 1715 | loss: 0.0334342 | val_loss: 0.0696645 | Time: 2588.85 ms [2021-01-21 13:10:29 main:574] : INFO : Epoch 1716 | loss: 0.0420674 | val_loss: 0.0331387 | Time: 2601.41 ms [2021-01-21 13:10:32 main:574] : INFO : Epoch 1717 | loss: 0.0320208 | val_loss: 0.031426 | Time: 2592.38 ms [2021-01-21 13:10:34 main:574] : INFO : Epoch 1718 | loss: 0.0313461 | val_loss: 0.0313016 | Time: 2577.97 ms [2021-01-21 13:10:37 main:574] : INFO : Epoch 1719 | loss: 0.031272 | val_loss: 0.0312585 | Time: 2567.59 ms [2021-01-21 13:10:40 main:574] : INFO : Epoch 1720 | loss: 0.0312532 | val_loss: 0.0312494 | Time: 2611.58 ms [2021-01-21 13:10:43 main:574] : INFO : Epoch 1721 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 2564.69 ms [2021-01-21 13:10:45 main:574] : INFO : Epoch 1722 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 2588.2 ms [2021-01-21 13:10:48 main:574] : INFO : Epoch 1723 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 2555.68 ms [2021-01-21 13:10:50 main:574] : INFO : Epoch 1724 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2560.46 ms [2021-01-21 13:10:53 main:574] : INFO : Epoch 1725 | loss: 0.0312444 | val_loss: 0.0312447 | Time: 2612.15 ms [2021-01-21 13:10:56 main:574] : INFO : Epoch 1726 | loss: 0.0312437 | val_loss: 0.0312447 | Time: 2539.36 ms [2021-01-21 13:10:58 main:574] : INFO : Epoch 1727 | loss: 0.0312434 | val_loss: 0.0312446 | Time: 2622.65 ms [2021-01-21 13:11:01 main:574] : INFO : Epoch 1728 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 2561.94 ms [2021-01-21 13:11:04 main:574] : INFO : Epoch 1729 | loss: 0.0312428 | val_loss: 0.0312437 | Time: 2563.33 ms [2021-01-21 13:11:06 main:574] : INFO : Epoch 1730 | loss: 0.0312424 | val_loss: 0.0312444 | Time: 2558.31 ms [2021-01-21 13:11:09 main:574] : INFO : Epoch 1731 | loss: 0.0312418 | val_loss: 0.0312429 | Time: 2550.11 ms [2021-01-21 13:11:11 main:574] : INFO : Epoch 1732 | loss: 0.0312414 | val_loss: 0.0312427 | Time: 2545.77 ms [2021-01-21 13:11:14 main:574] : INFO : Epoch 1733 | loss: 0.0312411 | val_loss: 0.0312425 | Time: 2595.58 ms [2021-01-21 13:11:17 main:574] : INFO : Epoch 1734 | loss: 0.031241 | val_loss: 0.0312419 | Time: 2628.73 ms [2021-01-21 13:11:19 main:574] : INFO : Epoch 1735 | loss: 0.03124 | val_loss: 0.0312417 | Time: 2619.88 ms [2021-01-21 13:11:22 main:574] : INFO : Epoch 1736 | loss: 0.0312399 | val_loss: 0.0312415 | Time: 2618.31 ms [2021-01-21 13:11:24 main:574] : INFO : Epoch 1737 | loss: 0.0312392 | val_loss: 0.031241 | Time: 2592.56 ms [2021-01-21 13:11:27 main:574] : INFO : Epoch 1738 | loss: 0.0312389 | val_loss: 0.0312405 | Time: 2563.8 ms [2021-01-21 13:11:30 main:574] : INFO : Epoch 1739 | loss: 0.0312387 | val_loss: 0.0312404 | Time: 2587.82 ms [2021-01-21 13:11:32 main:574] : INFO : Epoch 1740 | loss: 0.031238 | val_loss: 0.0312397 | Time: 2593.34 ms [2021-01-21 13:11:35 main:574] : INFO : Epoch 1741 | loss: 0.0312375 | val_loss: 0.0312396 | Time: 2633.49 ms [2021-01-21 13:11:38 main:574] : INFO : Epoch 1742 | loss: 0.0312371 | val_loss: 0.0312392 | Time: 2542.52 ms [2021-01-21 13:11:40 main:574] : INFO : Epoch 1743 | loss: 0.031237 | val_loss: 0.0312391 | Time: 2654.92 ms [2021-01-21 13:11:43 main:574] : INFO : Epoch 1744 | loss: 0.0312366 | val_loss: 0.0312392 | Time: 2560.53 ms [2021-01-21 13:11:46 main:574] : INFO : Epoch 1745 | loss: 0.0312366 | val_loss: 0.0312392 | Time: 2572.04 ms [2021-01-21 13:11:49 main:574] : INFO : Epoch 1746 | loss: 0.0312363 | val_loss: 0.0312377 | Time: 2595.81 ms [2021-01-21 13:11:51 main:574] : INFO : Epoch 1747 | loss: 0.0312352 | val_loss: 0.0312368 | Time: 2563.57 ms [2021-01-21 13:11:54 main:574] : INFO : Epoch 1748 | loss: 0.0312346 | val_loss: 0.0312369 | Time: 2562.15 ms [2021-01-21 13:11:57 main:574] : INFO : Epoch 1749 | loss: 0.0312343 | val_loss: 0.031236 | Time: 2543.92 ms [2021-01-21 13:11:59 main:574] : INFO : Epoch 1750 | loss: 0.0312336 | val_loss: 0.0312369 | Time: 2593.75 ms [2021-01-21 13:12:02 main:574] : INFO : Epoch 1751 | loss: 0.0312327 | val_loss: 0.031235 | Time: 2574.81 ms [2021-01-21 13:12:04 main:574] : INFO : Epoch 1752 | loss: 0.0312324 | val_loss: 0.0312347 | Time: 2599.47 ms [2021-01-21 13:12:07 main:574] : INFO : Epoch 1753 | loss: 0.0312322 | val_loss: 0.0312357 | Time: 2619.65 ms [2021-01-21 13:12:10 main:574] : INFO : Epoch 1754 | loss: 0.0312318 | val_loss: 0.0312339 | Time: 2669.77 ms [2021-01-21 13:12:12 main:574] : INFO : Epoch 1755 | loss: 0.0312312 | val_loss: 0.0312331 | Time: 2537.18 ms [2021-01-21 13:12:15 main:574] : INFO : Epoch 1756 | loss: 0.0312312 | val_loss: 0.0312359 | Time: 2536.24 ms [2021-01-21 13:12:18 main:574] : INFO : Epoch 1757 | loss: 0.0312308 | val_loss: 0.0312327 | Time: 2591.19 ms [2021-01-21 13:12:20 main:574] : INFO : Epoch 1758 | loss: 0.0312296 | val_loss: 0.0312324 | Time: 2604.06 ms [2021-01-21 13:12:23 main:574] : INFO : Epoch 1759 | loss: 0.0312288 | val_loss: 0.0312315 | Time: 2604.28 ms [2021-01-21 13:12:25 main:574] : INFO : Epoch 1760 | loss: 0.0312283 | val_loss: 0.0312315 | Time: 2560.56 ms [2021-01-21 13:12:28 main:574] : INFO : Epoch 1761 | loss: 0.031228 | val_loss: 0.0312309 | Time: 2561.55 ms [2021-01-21 13:12:31 main:574] : INFO : Epoch 1762 | loss: 0.0312275 | val_loss: 0.0312309 | Time: 2581.8 ms [2021-01-21 13:12:33 main:574] : INFO : Epoch 1763 | loss: 0.0312272 | val_loss: 0.0312303 | Time: 2616.75 ms [2021-01-21 13:12:36 main:574] : INFO : Epoch 1764 | loss: 0.0312271 | val_loss: 0.0312296 | Time: 2573.47 ms [2021-01-21 13:12:38 main:574] : INFO : Epoch 1765 | loss: 0.0312263 | val_loss: 0.0312318 | Time: 2541.2 ms [2021-01-21 13:12:41 main:574] : INFO : Epoch 1766 | loss: 0.0312275 | val_loss: 0.0312323 | Time: 2603.28 ms [2021-01-21 13:12:44 main:574] : INFO : Epoch 1767 | loss: 0.0312269 | val_loss: 0.0312289 | Time: 2574.49 ms [2021-01-21 13:12:46 main:574] : INFO : Epoch 1768 | loss: 0.0312253 | val_loss: 0.031228 | Time: 2584.98 ms [2021-01-21 13:12:49 main:574] : INFO : Epoch 1769 | loss: 0.0312259 | val_loss: 0.0312282 | Time: 2579.37 ms [2021-01-21 13:12:52 main:574] : INFO : Epoch 1770 | loss: 0.0312249 | val_loss: 0.0312286 | Time: 2604.55 ms [2021-01-21 13:12:54 main:574] : INFO : Epoch 1771 | loss: 0.0312242 | val_loss: 0.031228 | Time: 2592.89 ms [2021-01-21 13:12:57 main:574] : INFO : Epoch 1772 | loss: 0.0312239 | val_loss: 0.031227 | Time: 2633.57 ms [2021-01-21 13:13:00 main:574] : INFO : Epoch 1773 | loss: 0.031224 | val_loss: 0.031228 | Time: 2611.22 ms [2021-01-21 13:13:02 main:574] : INFO : Epoch 1774 | loss: 0.0312233 | val_loss: 0.0312263 | Time: 2604.91 ms [2021-01-21 13:13:05 main:574] : INFO : Epoch 1775 | loss: 0.0312235 | val_loss: 0.0312275 | Time: 2608.85 ms [2021-01-21 13:13:07 main:574] : INFO : Epoch 1776 | loss: 0.0312238 | val_loss: 0.031228 | Time: 2581.69 ms [2021-01-21 13:13:10 main:574] : INFO : Epoch 1777 | loss: 0.031223 | val_loss: 0.0312268 | Time: 2618.69 ms [2021-01-21 13:13:13 main:574] : INFO : Epoch 1778 | loss: 0.0312239 | val_loss: 0.031233 | Time: 2636.96 ms [2021-01-21 13:13:15 main:574] : INFO : Epoch 1779 | loss: 0.0312251 | val_loss: 0.0312291 | Time: 2544.55 ms [2021-01-21 13:13:18 main:574] : INFO : Epoch 1780 | loss: 0.0312229 | val_loss: 0.031225 | Time: 2554.92 ms [2021-01-21 13:13:21 main:574] : INFO : Epoch 1781 | loss: 0.0312223 | val_loss: 0.0312254 | Time: 2586.66 ms [2021-01-21 13:13:23 main:574] : INFO : Epoch 1782 | loss: 0.0312226 | val_loss: 0.0312283 | Time: 2550.9 ms [2021-01-21 13:13:26 main:574] : INFO : Epoch 1783 | loss: 0.031224 | val_loss: 0.0312282 | Time: 2634.91 ms [2021-01-21 13:13:28 main:574] : INFO : Epoch 1784 | loss: 0.0312238 | val_loss: 0.0312262 | Time: 2589.3 ms [2021-01-21 13:13:31 main:574] : INFO : Epoch 1785 | loss: 0.0312224 | val_loss: 0.031224 | Time: 2544.99 ms [2021-01-21 13:13:34 main:574] : INFO : Epoch 1786 | loss: 0.0312209 | val_loss: 0.0312273 | Time: 2603.2 ms [2021-01-21 13:13:36 main:574] : INFO : Epoch 1787 | loss: 0.0312213 | val_loss: 0.031224 | Time: 2664.04 ms [2021-01-21 13:13:39 main:574] : INFO : Epoch 1788 | loss: 0.0312205 | val_loss: 0.0312258 | Time: 2611.15 ms [2021-01-21 13:13:42 main:574] : INFO : Epoch 1789 | loss: 0.0312208 | val_loss: 0.0312238 | Time: 2540.16 ms [2021-01-21 13:13:44 main:574] : INFO : Epoch 1790 | loss: 0.0312221 | val_loss: 0.0312258 | Time: 2641.47 ms [2021-01-21 13:13:47 main:574] : INFO : Epoch 1791 | loss: 0.031221 | val_loss: 0.0312261 | Time: 2633.45 ms [2021-01-21 13:13:50 main:574] : INFO : Epoch 1792 | loss: 0.0312225 | val_loss: 0.0312234 | Time: 2590.29 ms [2021-01-21 13:13:52 main:574] : INFO : Epoch 1793 | loss: 0.0312224 | val_loss: 0.0312233 | Time: 2575.53 ms [2021-01-21 13:13:55 main:574] : INFO : Epoch 1794 | loss: 0.0312199 | val_loss: 0.0312236 | Time: 2612.18 ms [2021-01-21 13:13:58 main:574] : INFO : Epoch 1795 | loss: 0.03122 | val_loss: 0.0312229 | Time: 2640.25 ms [2021-01-21 13:14:00 main:574] : INFO : Epoch 1796 | loss: 0.0312203 | val_loss: 0.0312246 | Time: 2613.3 ms [2021-01-21 13:14:03 main:574] : INFO : Epoch 1797 | loss: 0.0312201 | val_loss: 0.0312268 | Time: 2613.14 ms [2021-01-21 13:14:05 main:574] : INFO : Epoch 1798 | loss: 0.0312219 | val_loss: 0.0312247 | Time: 2548.46 ms [2021-01-21 13:14:08 main:574] : INFO : Epoch 1799 | loss: 0.0312199 | val_loss: 0.0312222 | Time: 2561.46 ms [2021-01-21 13:14:11 main:574] : INFO : Epoch 1800 | loss: 0.0312229 | val_loss: 0.031228 | Time: 2540.03 ms [2021-01-21 13:14:13 main:574] : INFO : Epoch 1801 | loss: 0.0312196 | val_loss: 0.0312222 | Time: 2579.65 ms [2021-01-21 13:14:16 main:574] : INFO : Epoch 1802 | loss: 0.0312204 | val_loss: 0.0312228 | Time: 2540.68 ms [2021-01-21 13:14:18 main:574] : INFO : Epoch 1803 | loss: 0.0312212 | val_loss: 0.0312238 | Time: 2543.91 ms [2021-01-21 13:14:21 main:574] : INFO : Epoch 1804 | loss: 0.0312207 | val_loss: 0.0312241 | Time: 2560.37 ms [2021-01-21 13:14:24 main:574] : INFO : Epoch 1805 | loss: 0.0312201 | val_loss: 0.0312217 | Time: 2595.66 ms [2021-01-21 13:14:26 main:574] : INFO : Epoch 1806 | loss: 0.031219 | val_loss: 0.0312223 | Time: 2639.21 ms [2021-01-21 13:14:29 main:574] : INFO : Epoch 1807 | loss: 0.0312187 | val_loss: 0.0312248 | Time: 2566.99 ms [2021-01-21 13:14:32 main:574] : INFO : Epoch 1808 | loss: 0.0312186 | val_loss: 0.0312211 | Time: 2621.75 ms [2021-01-21 13:14:34 main:574] : INFO : Epoch 1809 | loss: 0.0312196 | val_loss: 0.0312259 | Time: 2583.79 ms [2021-01-21 13:14:37 main:574] : INFO : Epoch 1810 | loss: 0.0312233 | val_loss: 0.031221 | Time: 2581.38 ms [2021-01-21 13:14:39 main:574] : INFO : Epoch 1811 | loss: 0.0312194 | val_loss: 0.0312232 | Time: 2558.34 ms [2021-01-21 13:14:42 main:574] : INFO : Epoch 1812 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 2638.94 ms [2021-01-21 13:14:45 main:574] : INFO : Epoch 1813 | loss: 0.0312171 | val_loss: 0.0312219 | Time: 2604.59 ms [2021-01-21 13:14:47 main:574] : INFO : Epoch 1814 | loss: 0.0312171 | val_loss: 0.0312213 | Time: 2552.67 ms [2021-01-21 13:14:50 main:574] : INFO : Epoch 1815 | loss: 0.0312183 | val_loss: 0.0312222 | Time: 2612.39 ms [2021-01-21 13:14:53 main:574] : INFO : Epoch 1816 | loss: 0.0312176 | val_loss: 0.0312219 | Time: 2590.76 ms [2021-01-21 13:14:55 main:574] : INFO : Epoch 1817 | loss: 0.0312169 | val_loss: 0.0312219 | Time: 2559.14 ms [2021-01-21 13:14:58 main:574] : INFO : Epoch 1818 | loss: 0.0312174 | val_loss: 0.0312204 | Time: 2637.62 ms [2021-01-21 13:15:01 main:574] : INFO : Epoch 1819 | loss: 0.0312196 | val_loss: 0.0312282 | Time: 2547.25 ms [2021-01-21 13:15:03 main:574] : INFO : Epoch 1820 | loss: 0.0312203 | val_loss: 0.03122 | Time: 2573.88 ms [2021-01-21 13:15:06 main:574] : INFO : Epoch 1821 | loss: 0.0312177 | val_loss: 0.0312224 | Time: 2646.58 ms [2021-01-21 13:15:09 main:574] : INFO : Epoch 1822 | loss: 0.0312175 | val_loss: 0.0312222 | Time: 2538.7 ms [2021-01-21 13:15:11 main:574] : INFO : Epoch 1823 | loss: 0.031217 | val_loss: 0.0312206 | Time: 2592.54 ms [2021-01-21 13:15:14 main:574] : INFO : Epoch 1824 | loss: 0.0312167 | val_loss: 0.0312256 | Time: 2561.94 ms [2021-01-21 13:15:16 main:574] : INFO : Epoch 1825 | loss: 0.0312164 | val_loss: 0.0312202 | Time: 2575.67 ms [2021-01-21 13:15:19 main:574] : INFO : Epoch 1826 | loss: 0.0312167 | val_loss: 0.0312255 | Time: 2613.36 ms [2021-01-21 13:15:22 main:574] : INFO : Epoch 1827 | loss: 0.0312191 | val_loss: 0.0312278 | Time: 2544.82 ms [2021-01-21 13:15:24 main:574] : INFO : Epoch 1828 | loss: 0.0312176 | val_loss: 0.0312193 | Time: 2567.82 ms [2021-01-21 13:15:27 main:574] : INFO : Epoch 1829 | loss: 0.0312165 | val_loss: 0.0312204 | Time: 2601.76 ms [2021-01-21 13:15:29 main:574] : INFO : Epoch 1830 | loss: 0.0312192 | val_loss: 0.0312206 | Time: 2586.16 ms [2021-01-21 13:15:32 main:574] : INFO : Epoch 1831 | loss: 0.0312167 | val_loss: 0.0312195 | Time: 2635.74 ms [2021-01-21 13:15:35 main:574] : INFO : Epoch 1832 | loss: 0.0312201 | val_loss: 0.0312273 | Time: 2639.99 ms [2021-01-21 13:15:38 main:574] : INFO : Epoch 1833 | loss: 0.0312176 | val_loss: 0.0312223 | Time: 2593.56 ms [2021-01-21 13:15:41 main:574] : INFO : Epoch 1834 | loss: 0.0312159 | val_loss: 0.0312201 | Time: 2595.13 ms [2021-01-21 13:15:43 main:574] : INFO : Epoch 1835 | loss: 0.0312167 | val_loss: 0.0312205 | Time: 2570.99 ms [2021-01-21 13:15:46 main:574] : INFO : Epoch 1836 | loss: 0.0312158 | val_loss: 0.0312216 | Time: 2623.47 ms [2021-01-21 13:15:48 main:574] : INFO : Epoch 1837 | loss: 0.0312144 | val_loss: 0.0312196 | Time: 2548.06 ms [2021-01-21 13:15:51 main:574] : INFO : Epoch 1838 | loss: 0.0312153 | val_loss: 0.0312243 | Time: 2576.2 ms [2021-01-21 13:15:54 main:574] : INFO : Epoch 1839 | loss: 0.0312162 | val_loss: 0.0312308 | Time: 2604.65 ms [2021-01-21 13:15:56 main:574] : INFO : Epoch 1840 | loss: 0.0312242 | val_loss: 0.0312187 | Time: 2632.93 ms [2021-01-21 13:15:59 main:574] : INFO : Epoch 1841 | loss: 0.0312163 | val_loss: 0.0312222 | Time: 2642.74 ms [2021-01-21 13:16:02 main:574] : INFO : Epoch 1842 | loss: 0.031214 | val_loss: 0.0312195 | Time: 2579.26 ms [2021-01-21 13:16:04 main:574] : INFO : Epoch 1843 | loss: 0.0312145 | val_loss: 0.0312188 | Time: 2551.48 ms [2021-01-21 13:16:07 main:574] : INFO : Epoch 1844 | loss: 0.0312136 | val_loss: 0.0312185 | Time: 2623.71 ms [2021-01-21 13:16:10 main:574] : INFO : Epoch 1845 | loss: 0.0312144 | val_loss: 0.0312218 | Time: 2659.38 ms [2021-01-21 13:16:12 main:574] : INFO : Epoch 1846 | loss: 0.0312158 | val_loss: 0.0312203 | Time: 2591.5 ms [2021-01-21 13:16:15 main:574] : INFO : Epoch 1847 | loss: 0.0312154 | val_loss: 0.0312183 | Time: 2562.58 ms [2021-01-21 13:16:17 main:574] : INFO : Epoch 1848 | loss: 0.0312206 | val_loss: 0.0312263 | Time: 2564.03 ms [2021-01-21 13:16:20 main:574] : INFO : Epoch 1849 | loss: 0.031216 | val_loss: 0.031219 | Time: 2611.41 ms [2021-01-21 13:16:23 main:574] : INFO : Epoch 1850 | loss: 0.0312137 | val_loss: 0.0312186 | Time: 2550.36 ms [2021-01-21 13:16:25 main:574] : INFO : Epoch 1851 | loss: 0.0312149 | val_loss: 0.031218 | Time: 2588.28 ms [2021-01-21 13:16:28 main:574] : INFO : Epoch 1852 | loss: 0.0312125 | val_loss: 0.0312187 | Time: 2534.69 ms [2021-01-21 13:16:30 main:574] : INFO : Epoch 1853 | loss: 0.0312127 | val_loss: 0.031218 | Time: 2573.21 ms [2021-01-21 13:16:33 main:574] : INFO : Epoch 1854 | loss: 0.0312124 | val_loss: 0.0312182 | Time: 2595.07 ms [2021-01-21 13:16:36 main:574] : INFO : Epoch 1855 | loss: 0.0312139 | val_loss: 0.0312185 | Time: 2545.58 ms [2021-01-21 13:16:38 main:574] : INFO : Epoch 1856 | loss: 0.031217 | val_loss: 0.0312196 | Time: 2547.89 ms [2021-01-21 13:16:41 main:574] : INFO : Epoch 1857 | loss: 0.0312142 | val_loss: 0.0312197 | Time: 2578.58 ms [2021-01-21 13:16:44 main:574] : INFO : Epoch 1858 | loss: 0.0312154 | val_loss: 0.0312219 | Time: 2619.19 ms [2021-01-21 13:16:46 main:574] : INFO : Epoch 1859 | loss: 0.0312141 | val_loss: 0.0312201 | Time: 2654.28 ms [2021-01-21 13:16:49 main:574] : INFO : Epoch 1860 | loss: 0.0312141 | val_loss: 0.031219 | Time: 2612.4 ms [2021-01-21 13:16:51 main:574] : INFO : Epoch 1861 | loss: 0.0312132 | val_loss: 0.0312185 | Time: 2593.18 ms [2021-01-21 13:16:54 main:574] : INFO : Epoch 1862 | loss: 0.0312161 | val_loss: 0.0312279 | Time: 2593.44 ms [2021-01-21 13:16:57 main:574] : INFO : Epoch 1863 | loss: 0.0312166 | val_loss: 0.0312225 | Time: 2561.51 ms [2021-01-21 13:16:59 main:574] : INFO : Epoch 1864 | loss: 0.0312135 | val_loss: 0.0312182 | Time: 2550.82 ms [2021-01-21 13:17:02 main:574] : INFO : Epoch 1865 | loss: 0.0312115 | val_loss: 0.0312169 | Time: 2586.9 ms [2021-01-21 13:17:05 main:574] : INFO : Epoch 1866 | loss: 0.0312129 | val_loss: 0.03122 | Time: 2555.41 ms [2021-01-21 13:17:07 main:574] : INFO : Epoch 1867 | loss: 0.0312139 | val_loss: 0.0312213 | Time: 2592.45 ms [2021-01-21 13:17:10 main:574] : INFO : Epoch 1868 | loss: 0.0312136 | val_loss: 0.0312233 | Time: 2584.47 ms [2021-01-21 13:17:12 main:574] : INFO : Epoch 1869 | loss: 0.0312151 | val_loss: 0.0312193 | Time: 2580.38 ms [2021-01-21 13:17:15 main:574] : INFO : Epoch 1870 | loss: 0.0312123 | val_loss: 0.0312169 | Time: 2574.39 ms [2021-01-21 13:17:18 main:574] : INFO : Epoch 1871 | loss: 0.0312131 | val_loss: 0.0312171 | Time: 2569.59 ms [2021-01-21 13:17:20 main:574] : INFO : Epoch 1872 | loss: 0.0312143 | val_loss: 0.0312176 | Time: 2670.79 ms [2021-01-21 13:17:23 main:574] : INFO : Epoch 1873 | loss: 0.0312141 | val_loss: 0.0312182 | Time: 2585.21 ms [2021-01-21 13:17:26 main:574] : INFO : Epoch 1874 | loss: 0.0312116 | val_loss: 0.0312175 | Time: 2654.02 ms [2021-01-21 13:17:28 main:574] : INFO : Epoch 1875 | loss: 0.0312151 | val_loss: 0.0312208 | Time: 2608.84 ms [2021-01-21 13:17:31 main:574] : INFO : Epoch 1876 | loss: 0.0312139 | val_loss: 0.0312174 | Time: 2547.78 ms [2021-01-21 13:17:33 main:574] : INFO : Epoch 1877 | loss: 0.0312129 | val_loss: 0.0312175 | Time: 2613.32 ms [2021-01-21 13:17:36 main:574] : INFO : Epoch 1878 | loss: 0.0312142 | val_loss: 0.0312168 | Time: 2590.9 ms [2021-01-21 13:17:39 main:574] : INFO : Epoch 1879 | loss: 0.0312128 | val_loss: 0.0312192 | Time: 2563.9 ms [2021-01-21 13:17:41 main:574] : INFO : Epoch 1880 | loss: 0.0312116 | val_loss: 0.0312159 | Time: 2546.97 ms [2021-01-21 13:17:44 main:574] : INFO : Epoch 1881 | loss: 0.0312125 | val_loss: 0.0312215 | Time: 2639.14 ms [2021-01-21 13:17:47 main:574] : INFO : Epoch 1882 | loss: 0.0312164 | val_loss: 0.031223 | Time: 2599.26 ms [2021-01-21 13:17:49 main:574] : INFO : Epoch 1883 | loss: 0.0312124 | val_loss: 0.0312179 | Time: 2616.84 ms [2021-01-21 13:17:52 main:574] : INFO : Epoch 1884 | loss: 0.0312129 | val_loss: 0.0312159 | Time: 2571.19 ms [2021-01-21 13:17:54 main:574] : INFO : Epoch 1885 | loss: 0.0312106 | val_loss: 0.031222 | Time: 2625.7 ms [2021-01-21 13:17:57 main:574] : INFO : Epoch 1886 | loss: 0.0312125 | val_loss: 0.0312153 | Time: 2543.72 ms [2021-01-21 13:18:00 main:574] : INFO : Epoch 1887 | loss: 0.0312149 | val_loss: 0.0312229 | Time: 2536.31 ms [2021-01-21 13:18:02 main:574] : INFO : Epoch 1888 | loss: 0.0312135 | val_loss: 0.0312171 | Time: 2562.04 ms [2021-01-21 13:18:05 main:574] : INFO : Epoch 1889 | loss: 0.0312118 | val_loss: 0.0312178 | Time: 2607.36 ms [2021-01-21 13:18:07 main:574] : INFO : Epoch 1890 | loss: 0.0312097 | val_loss: 0.0312154 | Time: 2604.15 ms [2021-01-21 13:18:10 main:574] : INFO : Epoch 1891 | loss: 0.0312109 | val_loss: 0.0312153 | Time: 2604.35 ms [2021-01-21 13:18:13 main:574] : INFO : Epoch 1892 | loss: 0.03121 | val_loss: 0.0312173 | Time: 2651.52 ms [2021-01-21 13:18:15 main:574] : INFO : Epoch 1893 | loss: 0.0312116 | val_loss: 0.0312274 | Time: 2636.7 ms [2021-01-21 13:18:18 main:574] : INFO : Epoch 1894 | loss: 0.0312116 | val_loss: 0.0312178 | Time: 2564.56 ms [2021-01-21 13:18:21 main:574] : INFO : Epoch 1895 | loss: 0.0312096 | val_loss: 0.0312161 | Time: 2593.14 ms [2021-01-21 13:18:23 main:574] : INFO : Epoch 1896 | loss: 0.0312126 | val_loss: 0.0312152 | Time: 2623.07 ms [2021-01-21 13:18:26 main:574] : INFO : Epoch 1897 | loss: 0.0312126 | val_loss: 0.031215 | Time: 2549.49 ms [2021-01-21 13:18:29 main:574] : INFO : Epoch 1898 | loss: 0.0312102 | val_loss: 0.0312151 | Time: 2619.55 ms [2021-01-21 13:18:31 main:574] : INFO : Epoch 1899 | loss: 0.0312085 | val_loss: 0.0312152 | Time: 2537.25 ms [2021-01-21 13:18:34 main:574] : INFO : Epoch 1900 | loss: 0.0312105 | val_loss: 0.0312162 | Time: 2591.6 ms [2021-01-21 13:18:36 main:574] : INFO : Epoch 1901 | loss: 0.0312085 | val_loss: 0.0312143 | Time: 2574.64 ms [2021-01-21 13:18:39 main:574] : INFO : Epoch 1902 | loss: 0.031209 | val_loss: 0.0312264 | Time: 2562.84 ms [2021-01-21 13:18:42 main:574] : INFO : Epoch 1903 | loss: 0.0312122 | val_loss: 0.0312197 | Time: 2577.15 ms [2021-01-21 13:18:44 main:574] : INFO : Epoch 1904 | loss: 0.0312146 | val_loss: 0.0312179 | Time: 2574.08 ms [2021-01-21 13:18:47 main:574] : INFO : Epoch 1905 | loss: 0.0312131 | val_loss: 0.0312178 | Time: 2574.88 ms [2021-01-21 13:18:49 main:574] : INFO : Epoch 1906 | loss: 0.0312107 | val_loss: 0.0312154 | Time: 2581.4 ms [2021-01-21 13:18:52 main:574] : INFO : Epoch 1907 | loss: 0.0312094 | val_loss: 0.0312164 | Time: 2626.22 ms [2021-01-21 13:18:55 main:574] : INFO : Epoch 1908 | loss: 0.0312126 | val_loss: 0.031231 | Time: 2574.11 ms [2021-01-21 13:18:57 main:574] : INFO : Epoch 1909 | loss: 0.0312121 | val_loss: 0.0312199 | Time: 2632.67 ms [2021-01-21 13:19:00 main:574] : INFO : Epoch 1910 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 2588.88 ms [2021-01-21 13:19:03 main:574] : INFO : Epoch 1911 | loss: 0.0312116 | val_loss: 0.0312192 | Time: 2551.31 ms [2021-01-21 13:19:05 main:574] : INFO : Epoch 1912 | loss: 0.0312122 | val_loss: 0.0312173 | Time: 2644.74 ms [2021-01-21 13:19:08 main:574] : INFO : Epoch 1913 | loss: 0.0312114 | val_loss: 0.0312182 | Time: 2594.59 ms [2021-01-21 13:19:11 main:574] : INFO : Epoch 1914 | loss: 0.0312109 | val_loss: 0.0312251 | Time: 2602.52 ms [2021-01-21 13:19:13 main:574] : INFO : Epoch 1915 | loss: 0.0312122 | val_loss: 0.0312147 | Time: 2552.88 ms [2021-01-21 13:19:16 main:574] : INFO : Epoch 1916 | loss: 0.03121 | val_loss: 0.031213 | Time: 2551.24 ms [2021-01-21 13:19:18 main:574] : INFO : Epoch 1917 | loss: 0.0312161 | val_loss: 0.0312184 | Time: 2609.22 ms [2021-01-21 13:19:21 main:574] : INFO : Epoch 1918 | loss: 0.0312118 | val_loss: 0.0312141 | Time: 2560.55 ms [2021-01-21 13:19:24 main:574] : INFO : Epoch 1919 | loss: 0.0312077 | val_loss: 0.0312136 | Time: 2623.39 ms [2021-01-21 13:19:26 main:574] : INFO : Epoch 1920 | loss: 0.0312096 | val_loss: 0.0312128 | Time: 2568.19 ms [2021-01-21 13:19:29 main:574] : INFO : Epoch 1921 | loss: 0.0312075 | val_loss: 0.031213 | Time: 2610.93 ms [2021-01-21 13:19:32 main:574] : INFO : Epoch 1922 | loss: 0.0312091 | val_loss: 0.0312133 | Time: 2563.22 ms [2021-01-21 13:19:34 main:574] : INFO : Epoch 1923 | loss: 0.0312104 | val_loss: 0.0312155 | Time: 2590.2 ms [2021-01-21 13:19:37 main:574] : INFO : Epoch 1924 | loss: 0.0312097 | val_loss: 0.0312165 | Time: 2599.13 ms [2021-01-21 13:19:39 main:574] : INFO : Epoch 1925 | loss: 0.0312133 | val_loss: 0.0312205 | Time: 2568.06 ms [2021-01-21 13:19:42 main:574] : INFO : Epoch 1926 | loss: 0.0312104 | val_loss: 0.0312152 | Time: 2545.1 ms [2021-01-21 13:19:45 main:574] : INFO : Epoch 1927 | loss: 0.0312082 | val_loss: 0.0312174 | Time: 2651.34 ms [2021-01-21 13:19:47 main:574] : INFO : Epoch 1928 | loss: 0.031208 | val_loss: 0.0312122 | Time: 2589.3 ms [2021-01-21 13:19:50 main:574] : INFO : Epoch 1929 | loss: 0.0312067 | val_loss: 0.0312138 | Time: 2622.74 ms [2021-01-21 13:19:53 main:574] : INFO : Epoch 1930 | loss: 0.0312068 | val_loss: 0.0312138 | Time: 2671.38 ms [2021-01-21 13:19:55 main:574] : INFO : Epoch 1931 | loss: 0.031209 | val_loss: 0.0312136 | Time: 2632.91 ms [2021-01-21 13:19:58 main:574] : INFO : Epoch 1932 | loss: 0.0312079 | val_loss: 0.0312171 | Time: 2580.65 ms [2021-01-21 13:20:00 main:574] : INFO : Epoch 1933 | loss: 0.0312089 | val_loss: 0.0312192 | Time: 2577.37 ms [2021-01-21 13:20:03 main:574] : INFO : Epoch 1934 | loss: 0.0312106 | val_loss: 0.0312181 | Time: 2575.72 ms [2021-01-21 13:20:06 main:574] : INFO : Epoch 1935 | loss: 0.031208 | val_loss: 0.0312185 | Time: 2619.04 ms [2021-01-21 13:20:08 main:574] : INFO : Epoch 1936 | loss: 0.0312081 | val_loss: 0.0312168 | Time: 2595.75 ms [2021-01-21 13:20:11 main:574] : INFO : Epoch 1937 | loss: 0.0312105 | val_loss: 0.0312158 | Time: 2592.8 ms [2021-01-21 13:20:14 main:574] : INFO : Epoch 1938 | loss: 0.0312095 | val_loss: 0.0312177 | Time: 2588.97 ms [2021-01-21 13:20:16 main:574] : INFO : Epoch 1939 | loss: 0.0312072 | val_loss: 0.0312171 | Time: 2602.2 ms [2021-01-21 13:20:19 main:574] : INFO : Epoch 1940 | loss: 0.0312097 | val_loss: 0.0312135 | Time: 2598.11 ms [2021-01-21 13:20:21 main:574] : INFO : Epoch 1941 | loss: 0.0312061 | val_loss: 0.0312115 | Time: 2540.49 ms [2021-01-21 13:20:24 main:574] : INFO : Epoch 1942 | loss: 0.031207 | val_loss: 0.0312124 | Time: 2598.55 ms [2021-01-21 13:20:27 main:574] : INFO : Epoch 1943 | loss: 0.0312062 | val_loss: 0.0312116 | Time: 2536.74 ms [2021-01-21 13:20:29 main:574] : INFO : Epoch 1944 | loss: 0.031206 | val_loss: 0.031214 | Time: 2628 ms [2021-01-21 13:20:32 main:574] : INFO : Epoch 1945 | loss: 0.0312066 | val_loss: 0.0312134 | Time: 2583.72 ms [2021-01-21 13:20:35 main:574] : INFO : Epoch 1946 | loss: 0.0312052 | val_loss: 0.0312119 | Time: 2630.16 ms [2021-01-21 13:20:37 main:574] : INFO : Epoch 1947 | loss: 0.0312059 | val_loss: 0.031211 | Time: 2598.6 ms [2021-01-21 13:20:40 main:574] : INFO : Epoch 1948 | loss: 0.0312104 | val_loss: 0.0312128 | Time: 2662.64 ms [2021-01-21 13:20:42 main:574] : INFO : Epoch 1949 | loss: 0.0312168 | val_loss: 0.0312287 | Time: 2574.89 ms [2021-01-21 13:20:45 main:574] : INFO : Epoch 1950 | loss: 0.0312099 | val_loss: 0.0312145 | Time: 2562.35 ms [2021-01-21 13:20:48 main:574] : INFO : Epoch 1951 | loss: 0.0312076 | val_loss: 0.0312108 | Time: 2599.1 ms [2021-01-21 13:20:50 main:574] : INFO : Epoch 1952 | loss: 0.0312053 | val_loss: 0.0312103 | Time: 2557.41 ms [2021-01-21 13:20:53 main:574] : INFO : Epoch 1953 | loss: 0.0312045 | val_loss: 0.0312116 | Time: 2589.62 ms [2021-01-21 13:20:55 main:574] : INFO : Epoch 1954 | loss: 0.0312076 | val_loss: 0.0312113 | Time: 2633.09 ms [2021-01-21 13:20:58 main:574] : INFO : Epoch 1955 | loss: 0.0312063 | val_loss: 0.0312234 | Time: 2585.51 ms [2021-01-21 13:21:01 main:574] : INFO : Epoch 1956 | loss: 0.0312127 | val_loss: 0.0312173 | Time: 2595.93 ms [2021-01-21 13:21:03 main:574] : INFO : Epoch 1957 | loss: 0.0312097 | val_loss: 0.0312148 | Time: 2596.25 ms [2021-01-21 13:21:06 main:574] : INFO : Epoch 1958 | loss: 0.031209 | val_loss: 0.0312151 | Time: 2616.72 ms [2021-01-21 13:21:09 main:574] : INFO : Epoch 1959 | loss: 0.031206 | val_loss: 0.0312107 | Time: 2575.05 ms [2021-01-21 13:21:11 main:574] : INFO : Epoch 1960 | loss: 0.0312064 | val_loss: 0.0312107 | Time: 2611.77 ms [2021-01-21 13:21:14 main:574] : INFO : Epoch 1961 | loss: 0.0312041 | val_loss: 0.031213 | Time: 2601.45 ms [2021-01-21 13:21:16 main:574] : INFO : Epoch 1962 | loss: 0.031205 | val_loss: 0.0312105 | Time: 2625.89 ms [2021-01-21 13:21:19 main:574] : INFO : Epoch 1963 | loss: 0.0312044 | val_loss: 0.0312125 | Time: 2616.98 ms [2021-01-21 13:21:22 main:574] : INFO : Epoch 1964 | loss: 0.0312039 | val_loss: 0.0312108 | Time: 2617.36 ms [2021-01-21 13:21:24 main:574] : INFO : Epoch 1965 | loss: 0.0312096 | val_loss: 0.0312301 | Time: 2581.91 ms [2021-01-21 13:21:27 main:574] : INFO : Epoch 1966 | loss: 0.0312094 | val_loss: 0.0312146 | Time: 2573.47 ms [2021-01-21 13:21:30 main:574] : INFO : Epoch 1967 | loss: 0.0312072 | val_loss: 0.0312153 | Time: 2624.28 ms [2021-01-21 13:21:32 main:574] : INFO : Epoch 1968 | loss: 0.0312037 | val_loss: 0.0312107 | Time: 2557.15 ms [2021-01-21 13:21:35 main:574] : INFO : Epoch 1969 | loss: 0.0312058 | val_loss: 0.0312127 | Time: 2561.47 ms [2021-01-21 13:21:37 main:574] : INFO : Epoch 1970 | loss: 0.0312069 | val_loss: 0.0312148 | Time: 2580.38 ms [2021-01-21 13:21:40 main:574] : INFO : Epoch 1971 | loss: 0.0312067 | val_loss: 0.0312126 | Time: 2622.62 ms [2021-01-21 13:21:43 main:574] : INFO : Epoch 1972 | loss: 0.0312054 | val_loss: 0.0312156 | Time: 2605.6 ms [2021-01-21 13:21:45 main:574] : INFO : Epoch 1973 | loss: 0.0312084 | val_loss: 0.0312159 | Time: 2539.85 ms [2021-01-21 13:21:48 main:574] : INFO : Epoch 1974 | loss: 0.0312075 | val_loss: 0.0312115 | Time: 2610.87 ms [2021-01-21 13:21:51 main:574] : INFO : Epoch 1975 | loss: 0.031204 | val_loss: 0.031211 | Time: 2614.31 ms [2021-01-21 13:21:53 main:574] : INFO : Epoch 1976 | loss: 0.0312042 | val_loss: 0.0312123 | Time: 2573.17 ms [2021-01-21 13:21:56 main:574] : INFO : Epoch 1977 | loss: 0.0312077 | val_loss: 0.0312233 | Time: 2539.76 ms [2021-01-21 13:21:58 main:574] : INFO : Epoch 1978 | loss: 0.0312062 | val_loss: 0.0312146 | Time: 2635.58 ms [2021-01-21 13:22:01 main:574] : INFO : Epoch 1979 | loss: 0.0312034 | val_loss: 0.0312106 | Time: 2559.77 ms [2021-01-21 13:22:04 main:574] : INFO : Epoch 1980 | loss: 0.0312099 | val_loss: 0.0312256 | Time: 2604.82 ms [2021-01-21 13:22:06 main:574] : INFO : Epoch 1981 | loss: 0.0312112 | val_loss: 0.0312119 | Time: 2563.8 ms [2021-01-21 13:22:09 main:574] : INFO : Epoch 1982 | loss: 0.0312057 | val_loss: 0.0312118 | Time: 2574.63 ms [2021-01-21 13:22:11 main:574] : INFO : Epoch 1983 | loss: 0.031204 | val_loss: 0.03121 | Time: 2540.19 ms [2021-01-21 13:22:14 main:574] : INFO : Epoch 1984 | loss: 0.0312033 | val_loss: 0.0312092 | Time: 2590.06 ms [2021-01-21 13:22:17 main:574] : INFO : Epoch 1985 | loss: 0.031203 | val_loss: 0.0312093 | Time: 2627.07 ms [2021-01-21 13:22:19 main:574] : INFO : Epoch 1986 | loss: 0.0312089 | val_loss: 0.031212 | Time: 2538.75 ms [2021-01-21 13:22:22 main:574] : INFO : Epoch 1987 | loss: 0.0312111 | val_loss: 0.0312121 | Time: 2661.54 ms [2021-01-21 13:22:25 main:574] : INFO : Epoch 1988 | loss: 0.0312033 | val_loss: 0.031215 | Time: 2616.06 ms [2021-01-21 13:22:27 main:574] : INFO : Epoch 1989 | loss: 0.0312031 | val_loss: 0.0312098 | Time: 2638.79 ms [2021-01-21 13:22:30 main:574] : INFO : Epoch 1990 | loss: 0.0312036 | val_loss: 0.0312159 | Time: 2554.53 ms [2021-01-21 13:22:32 main:574] : INFO : Epoch 1991 | loss: 0.0312075 | val_loss: 0.0312107 | Time: 2610.31 ms [2021-01-21 13:22:35 main:574] : INFO : Epoch 1992 | loss: 0.0312156 | val_loss: 0.0312116 | Time: 2564.77 ms [2021-01-21 13:22:38 main:574] : INFO : Epoch 1993 | loss: 0.0312054 | val_loss: 0.0312134 | Time: 2563.21 ms [2021-01-21 13:22:40 main:574] : INFO : Epoch 1994 | loss: 0.0312038 | val_loss: 0.031212 | Time: 2578.77 ms [2021-01-21 13:22:43 main:574] : INFO : Epoch 1995 | loss: 0.0312044 | val_loss: 0.0312086 | Time: 2565.02 ms [2021-01-21 13:22:45 main:574] : INFO : Epoch 1996 | loss: 0.0312021 | val_loss: 0.0312091 | Time: 2561.94 ms [2021-01-21 13:22:48 main:574] : INFO : Epoch 1997 | loss: 0.0312056 | val_loss: 0.0312156 | Time: 2581.45 ms [2021-01-21 13:22:51 main:574] : INFO : Epoch 1998 | loss: 0.0312053 | val_loss: 0.0312087 | Time: 2577.26 ms [2021-01-21 13:22:53 main:574] : INFO : Epoch 1999 | loss: 0.0312054 | val_loss: 0.0312096 | Time: 2613.34 ms [2021-01-21 13:22:56 main:574] : INFO : Epoch 2000 | loss: 0.0312025 | val_loss: 0.031223 | Time: 2569.65 ms [2021-01-21 13:22:59 main:574] : INFO : Epoch 2001 | loss: 0.0312069 | val_loss: 0.031212 | Time: 2671.35 ms [2021-01-21 13:23:01 main:574] : INFO : Epoch 2002 | loss: 0.0312027 | val_loss: 0.0312098 | Time: 2658.62 ms [2021-01-21 13:23:04 main:574] : INFO : Epoch 2003 | loss: 0.0312051 | val_loss: 0.0312132 | Time: 2594.5 ms [2021-01-21 13:23:06 main:574] : INFO : Epoch 2004 | loss: 0.0312123 | val_loss: 0.03121 | Time: 2558.11 ms [2021-01-21 13:23:09 main:574] : INFO : Epoch 2005 | loss: 0.0312027 | val_loss: 0.0312097 | Time: 2602.44 ms [2021-01-21 13:23:12 main:574] : INFO : Epoch 2006 | loss: 0.0312026 | val_loss: 0.0312157 | Time: 2607.55 ms [2021-01-21 13:23:14 main:574] : INFO : Epoch 2007 | loss: 0.0312013 | val_loss: 0.031208 | Time: 2585.03 ms [2021-01-21 13:23:17 main:574] : INFO : Epoch 2008 | loss: 0.0312029 | val_loss: 0.0312153 | Time: 2555.56 ms [2021-01-21 13:23:19 main:574] : INFO : Epoch 2009 | loss: 0.0312067 | val_loss: 0.0312197 | Time: 2594.85 ms [2021-01-21 13:23:22 main:574] : INFO : Epoch 2010 | loss: 0.0312066 | val_loss: 0.0312136 | Time: 2570.26 ms [2021-01-21 13:23:25 main:574] : INFO : Epoch 2011 | loss: 0.0312053 | val_loss: 0.0312073 | Time: 2602.81 ms [2021-01-21 13:23:27 main:574] : INFO : Epoch 2012 | loss: 0.0312018 | val_loss: 0.0312109 | Time: 2537.76 ms [2021-01-21 13:23:30 main:574] : INFO : Epoch 2013 | loss: 0.0312009 | val_loss: 0.031211 | Time: 2565.35 ms [2021-01-21 13:23:32 main:574] : INFO : Epoch 2014 | loss: 0.031201 | val_loss: 0.0312081 | Time: 2610.42 ms [2021-01-21 13:23:35 main:574] : INFO : Epoch 2015 | loss: 0.0312002 | val_loss: 0.0312104 | Time: 2566.59 ms [2021-01-21 13:23:38 main:574] : INFO : Epoch 2016 | loss: 0.0312031 | val_loss: 0.0312119 | Time: 2548.84 ms [2021-01-21 13:23:40 main:574] : INFO : Epoch 2017 | loss: 0.0312024 | val_loss: 0.0312118 | Time: 2565.58 ms [2021-01-21 13:23:43 main:574] : INFO : Epoch 2018 | loss: 0.0312045 | val_loss: 0.0312069 | Time: 2550.44 ms [2021-01-21 13:23:46 main:574] : INFO : Epoch 2019 | loss: 0.0312 | val_loss: 0.0312181 | Time: 2599.76 ms [2021-01-21 13:23:48 main:574] : INFO : Epoch 2020 | loss: 0.0312027 | val_loss: 0.0312099 | Time: 2579.54 ms [2021-01-21 13:23:51 main:574] : INFO : Epoch 2021 | loss: 0.0312038 | val_loss: 0.0312077 | Time: 2577.03 ms [2021-01-21 13:23:53 main:574] : INFO : Epoch 2022 | loss: 0.0312014 | val_loss: 0.0312107 | Time: 2566.91 ms [2021-01-21 13:23:56 main:574] : INFO : Epoch 2023 | loss: 0.0312004 | val_loss: 0.0312064 | Time: 2697.19 ms [2021-01-21 13:23:59 main:574] : INFO : Epoch 2024 | loss: 0.0312014 | val_loss: 0.031207 | Time: 2543.76 ms [2021-01-21 13:24:01 main:574] : INFO : Epoch 2025 | loss: 0.031203 | val_loss: 0.0312179 | Time: 2569.83 ms [2021-01-21 13:24:04 main:574] : INFO : Epoch 2026 | loss: 0.0312077 | val_loss: 0.0312182 | Time: 2573.31 ms [2021-01-21 13:24:06 main:574] : INFO : Epoch 2027 | loss: 0.0312033 | val_loss: 0.0312086 | Time: 2589.93 ms [2021-01-21 13:24:09 main:574] : INFO : Epoch 2028 | loss: 0.0312024 | val_loss: 0.0312103 | Time: 2583.87 ms [2021-01-21 13:24:12 main:574] : INFO : Epoch 2029 | loss: 0.0312009 | val_loss: 0.0312108 | Time: 2551.64 ms [2021-01-21 13:24:14 main:574] : INFO : Epoch 2030 | loss: 0.031202 | val_loss: 0.0312138 | Time: 2627.57 ms [2021-01-21 13:24:17 main:574] : INFO : Epoch 2031 | loss: 0.0312002 | val_loss: 0.0312091 | Time: 2559.66 ms [2021-01-21 13:24:19 main:574] : INFO : Epoch 2032 | loss: 0.0312003 | val_loss: 0.0312066 | Time: 2676.55 ms [2021-01-21 13:24:22 main:574] : INFO : Epoch 2033 | loss: 0.031199 | val_loss: 0.031207 | Time: 2544.98 ms [2021-01-21 13:24:25 main:574] : INFO : Epoch 2034 | loss: 0.0311978 | val_loss: 0.0312075 | Time: 2622.49 ms [2021-01-21 13:24:27 main:574] : INFO : Epoch 2035 | loss: 0.0311981 | val_loss: 0.0312136 | Time: 2610.88 ms [2021-01-21 13:24:30 main:574] : INFO : Epoch 2036 | loss: 0.0312022 | val_loss: 0.0312063 | Time: 2554.09 ms [2021-01-21 13:24:33 main:574] : INFO : Epoch 2037 | loss: 0.0312013 | val_loss: 0.0312142 | Time: 2554.3 ms [2021-01-21 13:24:35 main:574] : INFO : Epoch 2038 | loss: 0.0311991 | val_loss: 0.0312068 | Time: 2544.05 ms [2021-01-21 13:24:38 main:574] : INFO : Epoch 2039 | loss: 0.0311973 | val_loss: 0.0312068 | Time: 2533.74 ms [2021-01-21 13:24:40 main:574] : INFO : Epoch 2040 | loss: 0.0312019 | val_loss: 0.0312094 | Time: 2612.33 ms [2021-01-21 13:24:43 main:574] : INFO : Epoch 2041 | loss: 0.0312014 | val_loss: 0.0312107 | Time: 2662.79 ms [2021-01-21 13:24:46 main:574] : INFO : Epoch 2042 | loss: 0.0312004 | val_loss: 0.0312068 | Time: 2564.4 ms [2021-01-21 13:24:48 main:574] : INFO : Epoch 2043 | loss: 0.0311977 | val_loss: 0.0312088 | Time: 2541.95 ms [2021-01-21 13:24:51 main:574] : INFO : Epoch 2044 | loss: 0.0311996 | val_loss: 0.0312058 | Time: 2584.21 ms [2021-01-21 13:24:53 main:574] : INFO : Epoch 2045 | loss: 0.0311968 | val_loss: 0.0312106 | Time: 2579.6 ms [2021-01-21 13:24:57 main:574] : INFO : Epoch 2046 | loss: 0.031198 | val_loss: 0.0312064 | Time: 2587.58 ms [2021-01-21 13:24:59 main:574] : INFO : Epoch 2047 | loss: 0.0311988 | val_loss: 0.0312077 | Time: 2555.01 ms [2021-01-21 13:25:02 main:574] : INFO : Epoch 2048 | loss: 0.0312012 | val_loss: 0.0312103 | Time: 2576.65 ms [2021-01-21 13:25:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312103 [2021-01-21 13:25:02 main:603] : INFO : Saving end state to config to file [2021-01-21 13:25:02 main:608] : INFO : Success, exiting.. 13:25:02 (14868): 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)