Task 4270452
| Name | ParityMachine-1612383275-23509-2_2 |
| Workunit | 2246615 |
| Created | 2 Mar 2021, 19:10:54 UTC |
| Sent | 2 Mar 2021, 20:40:07 UTC |
| Report deadline | 9 Mar 2021, 20:40:07 UTC |
| Received | 2 Mar 2021, 23:11:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 29 min 52 sec |
| CPU time | 1 hours 25 min 52 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> : INFO : Epoch 1542 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 2532.04 ms [2021-03-03 05:48:22 main:574] : INFO : Epoch 1543 | loss: 0.0311706 | val_loss: 0.0311796 | Time: 2534.16 ms [2021-03-03 05:48:25 main:574] : INFO : Epoch 1544 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 2533.83 ms [2021-03-03 05:48:27 main:574] : INFO : Epoch 1545 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 2532.51 ms [2021-03-03 05:48:30 main:574] : INFO : Epoch 1546 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 2545.26 ms [2021-03-03 05:48:33 main:574] : INFO : Epoch 1547 | loss: 0.0311674 | val_loss: 0.0311781 | Time: 2540.73 ms [2021-03-03 05:48:35 main:574] : INFO : Epoch 1548 | loss: 0.0311652 | val_loss: 0.0311807 | Time: 2534.08 ms [2021-03-03 05:48:38 main:574] : INFO : Epoch 1549 | loss: 0.0311635 | val_loss: 0.03118 | Time: 2533.38 ms [2021-03-03 05:48:41 main:574] : INFO : Epoch 1550 | loss: 0.0311625 | val_loss: 0.0311809 | Time: 2543.17 ms [2021-03-03 05:48:43 main:574] : INFO : Epoch 1551 | loss: 0.0311624 | val_loss: 0.0311771 | Time: 2543.23 ms [2021-03-03 05:48:46 main:574] : INFO : Epoch 1552 | loss: 0.0311613 | val_loss: 0.0311818 | Time: 2544.34 ms [2021-03-03 05:48:48 main:574] : INFO : Epoch 1553 | loss: 0.0311608 | val_loss: 0.0311828 | Time: 2548.37 ms [2021-03-03 05:48:51 main:574] : INFO : Epoch 1554 | loss: 0.0311608 | val_loss: 0.0311769 | Time: 2548.11 ms [2021-03-03 05:48:54 main:574] : INFO : Epoch 1555 | loss: 0.0311605 | val_loss: 0.0311765 | Time: 2531.99 ms [2021-03-03 05:48:56 main:574] : INFO : Epoch 1556 | loss: 0.0311606 | val_loss: 0.0311771 | Time: 2545.39 ms [2021-03-03 05:48:59 main:574] : INFO : Epoch 1557 | loss: 0.0311605 | val_loss: 0.0311764 | Time: 2539.69 ms [2021-03-03 05:49:01 main:574] : INFO : Epoch 1558 | loss: 0.0311606 | val_loss: 0.0311781 | Time: 2527.44 ms [2021-03-03 05:49:04 main:574] : INFO : Epoch 1559 | loss: 0.031165 | val_loss: 0.0311753 | Time: 2535.46 ms [2021-03-03 05:49:07 main:574] : INFO : Epoch 1560 | loss: 0.0311628 | val_loss: 0.0311877 | Time: 2529.34 ms [2021-03-03 05:49:09 main:574] : INFO : Epoch 1561 | loss: 0.031162 | val_loss: 0.0311771 | Time: 2533.14 ms [2021-03-03 05:49:12 main:574] : INFO : Epoch 1562 | loss: 0.0311597 | val_loss: 0.0311786 | Time: 2532.22 ms [2021-03-03 05:49:14 main:574] : INFO : Epoch 1563 | loss: 0.0311582 | val_loss: 0.0311764 | Time: 2534.13 ms [2021-03-03 05:49:17 main:574] : INFO : Epoch 1564 | loss: 0.0311581 | val_loss: 0.0311778 | Time: 2536.86 ms [2021-03-03 05:49:20 main:574] : INFO : Epoch 1565 | loss: 0.0311584 | val_loss: 0.031176 | Time: 2547.19 ms [2021-03-03 05:49:22 main:574] : INFO : Epoch 1566 | loss: 0.0311575 | val_loss: 0.0311758 | Time: 2538.2 ms [2021-03-03 05:49:25 main:574] : INFO : Epoch 1567 | loss: 0.0311575 | val_loss: 0.0311744 | Time: 2536.03 ms [2021-03-03 05:49:28 main:574] : INFO : Epoch 1568 | loss: 0.0311592 | val_loss: 0.0311762 | Time: 2545.11 ms [2021-03-03 05:49:30 main:574] : INFO : Epoch 1569 | loss: 0.0311584 | val_loss: 0.0311745 | Time: 2539.24 ms [2021-03-03 05:49:33 main:574] : INFO : Epoch 1570 | loss: 0.0311582 | val_loss: 0.0311785 | Time: 2553.07 ms [2021-03-03 05:49:36 main:574] : INFO : Epoch 1571 | loss: 0.0311599 | val_loss: 0.0311809 | Time: 2533.45 ms [2021-03-03 05:49:38 main:574] : INFO : Epoch 1572 | loss: 0.0311602 | val_loss: 0.0311745 | Time: 2529.61 ms [2021-03-03 05:49:41 main:574] : INFO : Epoch 1573 | loss: 0.0311633 | val_loss: 0.0311771 | Time: 2545.53 ms [2021-03-03 05:49:43 main:574] : INFO : Epoch 1574 | loss: 0.0311619 | val_loss: 0.0311763 | Time: 2537.51 ms [2021-03-03 05:49:46 main:574] : INFO : Epoch 1575 | loss: 0.03116 | val_loss: 0.031175 | Time: 2526.73 ms [2021-03-03 05:49:49 main:574] : INFO : Epoch 1576 | loss: 0.0311586 | val_loss: 0.0311737 | Time: 2547.55 ms [2021-03-03 05:49:51 main:574] : INFO : Epoch 1577 | loss: 0.0311594 | val_loss: 0.0311759 | Time: 2537.77 ms [2021-03-03 05:49:54 main:574] : INFO : Epoch 1578 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 2544.39 ms [2021-03-03 05:49:57 main:574] : INFO : Epoch 1579 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 2540.25 ms [2021-03-03 05:49:59 main:574] : INFO : Epoch 1580 | loss: 0.0311598 | val_loss: 0.031175 | Time: 2534.22 ms [2021-03-03 05:50:02 main:574] : INFO : Epoch 1581 | loss: 0.0311606 | val_loss: 0.0311764 | Time: 2544.3 ms [2021-03-03 05:50:04 main:574] : INFO : Epoch 1582 | loss: 0.0311633 | val_loss: 0.031177 | Time: 2534.62 ms [2021-03-03 05:50:07 main:574] : INFO : Epoch 1583 | loss: 0.0311627 | val_loss: 0.0311754 | Time: 2536.16 ms [2021-03-03 05:50:10 main:574] : INFO : Epoch 1584 | loss: 0.0311579 | val_loss: 0.031174 | Time: 2542.88 ms [2021-03-03 05:50:12 main:574] : INFO : Epoch 1585 | loss: 0.031158 | val_loss: 0.0311803 | Time: 2546.7 ms [2021-03-03 05:50:15 main:574] : INFO : Epoch 1586 | loss: 0.0311598 | val_loss: 0.0311733 | Time: 2525.53 ms [2021-03-03 05:50:17 main:574] : INFO : Epoch 1587 | loss: 0.0311575 | val_loss: 0.0311777 | Time: 2537.46 ms [2021-03-03 05:50:20 main:574] : INFO : Epoch 1588 | loss: 0.0311576 | val_loss: 0.0311753 | Time: 2521.42 ms [2021-03-03 05:50:23 main:574] : INFO : Epoch 1589 | loss: 0.0311573 | val_loss: 0.0311747 | Time: 2527.64 ms [2021-03-03 05:50:25 main:574] : INFO : Epoch 1590 | loss: 0.0311565 | val_loss: 0.0311775 | Time: 2536.65 ms [2021-03-03 05:50:28 main:574] : INFO : Epoch 1591 | loss: 0.0311563 | val_loss: 0.0311732 | Time: 2540.1 ms [2021-03-03 05:50:31 main:574] : INFO : Epoch 1592 | loss: 0.0311584 | val_loss: 0.0311755 | Time: 2552.31 ms [2021-03-03 05:50:33 main:574] : INFO : Epoch 1593 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 2538.92 ms [2021-03-03 05:50:36 main:574] : INFO : Epoch 1594 | loss: 0.0311578 | val_loss: 0.0311717 | Time: 2548.62 ms [2021-03-03 05:50:38 main:574] : INFO : Epoch 1595 | loss: 0.0311585 | val_loss: 0.0311782 | Time: 2570.09 ms [2021-03-03 05:50:41 main:574] : INFO : Epoch 1596 | loss: 0.0311633 | val_loss: 0.0311753 | Time: 2552.01 ms [2021-03-03 05:50:44 main:574] : INFO : Epoch 1597 | loss: 0.0311597 | val_loss: 0.0311764 | Time: 2539.9 ms [2021-03-03 05:50:46 main:574] : INFO : Epoch 1598 | loss: 0.0311578 | val_loss: 0.0311753 | Time: 2561.91 ms [2021-03-03 05:50:49 main:574] : INFO : Epoch 1599 | loss: 0.031157 | val_loss: 0.0311773 | Time: 2531.23 ms [2021-03-03 05:50:52 main:574] : INFO : Epoch 1600 | loss: 0.0311557 | val_loss: 0.0311762 | Time: 2536.59 ms [2021-03-03 05:50:54 main:574] : INFO : Epoch 1601 | loss: 0.0311565 | val_loss: 0.0311762 | Time: 2538.56 ms [2021-03-03 05:50:57 main:574] : INFO : Epoch 1602 | loss: 0.0311562 | val_loss: 0.0311755 | Time: 2532.21 ms [2021-03-03 05:50:59 main:574] : INFO : Epoch 1603 | loss: 0.0311563 | val_loss: 0.0311736 | Time: 2549.39 ms [2021-03-03 05:51:02 main:574] : INFO : Epoch 1604 | loss: 0.0311567 | val_loss: 0.03118 | Time: 2534.91 ms [2021-03-03 05:51:05 main:574] : INFO : Epoch 1605 | loss: 0.0311586 | val_loss: 0.0311738 | Time: 2537.45 ms [2021-03-03 05:51:07 main:574] : INFO : Epoch 1606 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 2527.66 ms [2021-03-03 05:51:10 main:574] : INFO : Epoch 1607 | loss: 0.0311562 | val_loss: 0.0311737 | Time: 2535.51 ms [2021-03-03 05:51:13 main:574] : INFO : Epoch 1608 | loss: 0.0311544 | val_loss: 0.0311736 | Time: 2534.24 ms [2021-03-03 05:51:15 main:574] : INFO : Epoch 1609 | loss: 0.0311539 | val_loss: 0.0311735 | Time: 2535.02 ms [2021-03-03 05:51:18 main:574] : INFO : Epoch 1610 | loss: 0.0311544 | val_loss: 0.0311741 | Time: 2529.82 ms [2021-03-03 05:51:20 main:574] : INFO : Epoch 1611 | loss: 0.0311547 | val_loss: 0.0311795 | Time: 2550.06 ms [2021-03-03 05:51:23 main:574] : INFO : Epoch 1612 | loss: 0.0311576 | val_loss: 0.0311776 | Time: 2534.51 ms [2021-03-03 05:51:26 main:574] : INFO : Epoch 1613 | loss: 0.031155 | val_loss: 0.0311753 | Time: 2533.38 ms [2021-03-03 05:51:28 main:574] : INFO : Epoch 1614 | loss: 0.0311587 | val_loss: 0.0311745 | Time: 2554.74 ms [2021-03-03 05:51:31 main:574] : INFO : Epoch 1615 | loss: 0.0311563 | val_loss: 0.0311737 | Time: 2541.28 ms [2021-03-03 05:51:34 main:574] : INFO : Epoch 1616 | loss: 0.0311573 | val_loss: 0.0311792 | Time: 2550.54 ms [2021-03-03 05:51:36 main:574] : INFO : Epoch 1617 | loss: 0.0311578 | val_loss: 0.031173 | Time: 2530.32 ms [2021-03-03 05:51:39 main:574] : INFO : Epoch 1618 | loss: 0.0311572 | val_loss: 0.0311753 | Time: 2532.95 ms [2021-03-03 05:51:41 main:574] : INFO : Epoch 1619 | loss: 0.0311547 | val_loss: 0.0311732 | Time: 2540.59 ms [2021-03-03 05:51:44 main:574] : INFO : Epoch 1620 | loss: 0.0311556 | val_loss: 0.0311736 | Time: 2525.03 ms [2021-03-03 05:51:47 main:574] : INFO : Epoch 1621 | loss: 0.0311541 | val_loss: 0.0311747 | Time: 2542.38 ms [2021-03-03 05:51:49 main:574] : INFO : Epoch 1622 | loss: 0.0311549 | val_loss: 0.0311725 | Time: 2551.46 ms [2021-03-03 05:51:52 main:574] : INFO : Epoch 1623 | loss: 0.0311529 | val_loss: 0.031178 | Time: 2532.51 ms [2021-03-03 05:51:54 main:574] : INFO : Epoch 1624 | loss: 0.0311543 | val_loss: 0.031174 | Time: 2523.7 ms [2021-03-03 05:51:57 main:574] : INFO : Epoch 1625 | loss: 0.0311532 | val_loss: 0.0311732 | Time: 2549.63 ms [2021-03-03 05:52:00 main:574] : INFO : Epoch 1626 | loss: 0.031154 | val_loss: 0.0311857 | Time: 2533.33 ms [2021-03-03 05:52:02 main:574] : INFO : Epoch 1627 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 2542.5 ms [2021-03-03 05:52:05 main:574] : INFO : Epoch 1628 | loss: 0.0311579 | val_loss: 0.0311738 | Time: 2537.99 ms [2021-03-03 05:52:08 main:574] : INFO : Epoch 1629 | loss: 0.0311552 | val_loss: 0.0311746 | Time: 2528.58 ms [2021-03-03 05:52:10 main:574] : INFO : Epoch 1630 | loss: 0.0311516 | val_loss: 0.031178 | Time: 2553.79 ms [2021-03-03 05:52:13 main:574] : INFO : Epoch 1631 | loss: 0.0311499 | val_loss: 0.0311772 | Time: 2535.28 ms [2021-03-03 05:52:15 main:574] : INFO : Epoch 1632 | loss: 0.0311523 | val_loss: 0.0311749 | Time: 2527.65 ms [2021-03-03 05:52:18 main:574] : INFO : Epoch 1633 | loss: 0.0311522 | val_loss: 0.0311803 | Time: 2555.32 ms [2021-03-03 05:52:21 main:574] : INFO : Epoch 1634 | loss: 0.0311552 | val_loss: 0.0311766 | Time: 2546.93 ms [2021-03-03 05:52:23 main:574] : INFO : Epoch 1635 | loss: 0.031155 | val_loss: 0.0311746 | Time: 2544.3 ms [2021-03-03 05:52:26 main:574] : INFO : Epoch 1636 | loss: 0.0311527 | val_loss: 0.0311759 | Time: 2557.73 ms [2021-03-03 05:52:29 main:574] : INFO : Epoch 1637 | loss: 0.0311538 | val_loss: 0.0311766 | Time: 2534.11 ms [2021-03-03 05:52:31 main:574] : INFO : Epoch 1638 | loss: 0.0311546 | val_loss: 0.0311732 | Time: 2548.28 ms [2021-03-03 05:52:34 main:574] : INFO : Epoch 1639 | loss: 0.0311524 | val_loss: 0.0311839 | Time: 2543.64 ms [2021-03-03 05:52:36 main:574] : INFO : Epoch 1640 | loss: 0.031156 | val_loss: 0.0311798 | Time: 2536.55 ms [2021-03-03 05:52:39 main:574] : INFO : Epoch 1641 | loss: 0.0311533 | val_loss: 0.031176 | Time: 2547.52 ms [2021-03-03 05:52:42 main:574] : INFO : Epoch 1642 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 2531.33 ms [2021-03-03 05:52:44 main:574] : INFO : Epoch 1643 | loss: 0.0311531 | val_loss: 0.031174 | Time: 2537.41 ms [2021-03-03 05:52:47 main:574] : INFO : Epoch 1644 | loss: 0.0311523 | val_loss: 0.0311721 | Time: 2553.37 ms [2021-03-03 05:52:50 main:574] : INFO : Epoch 1645 | loss: 0.0311521 | val_loss: 0.0311726 | Time: 2546.19 ms [2021-03-03 05:52:52 main:574] : INFO : Epoch 1646 | loss: 0.031155 | val_loss: 0.0311749 | Time: 2532.37 ms [2021-03-03 05:52:55 main:574] : INFO : Epoch 1647 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 2539.65 ms [2021-03-03 05:52:57 main:574] : INFO : Epoch 1648 | loss: 0.0311557 | val_loss: 0.0311734 | Time: 2529.83 ms [2021-03-03 05:53:00 main:574] : INFO : Epoch 1649 | loss: 0.0311532 | val_loss: 0.0311737 | Time: 2549.13 ms [2021-03-03 05:53:03 main:574] : INFO : Epoch 1650 | loss: 0.0311528 | val_loss: 0.0311734 | Time: 2539.84 ms [2021-03-03 05:53:05 main:574] : INFO : Epoch 1651 | loss: 0.0311525 | val_loss: 0.0311766 | Time: 2531.49 ms [2021-03-03 05:53:08 main:574] : INFO : Epoch 1652 | loss: 0.0311525 | val_loss: 0.0311751 | Time: 2550.09 ms [2021-03-03 05:53:11 main:574] : INFO : Epoch 1653 | loss: 0.0311543 | val_loss: 0.0311767 | Time: 2540.19 ms [2021-03-03 05:53:13 main:574] : INFO : Epoch 1654 | loss: 0.0311524 | val_loss: 0.0311736 | Time: 2534.15 ms [2021-03-03 05:53:16 main:574] : INFO : Epoch 1655 | loss: 0.0311523 | val_loss: 0.0311755 | Time: 2547.67 ms [2021-03-03 05:53:18 main:574] : INFO : Epoch 1656 | loss: 0.0311514 | val_loss: 0.0311727 | Time: 2535.66 ms [2021-03-03 05:53:21 main:574] : INFO : Epoch 1657 | loss: 0.0311534 | val_loss: 0.0311769 | Time: 2535.23 ms [2021-03-03 05:53:24 main:574] : INFO : Epoch 1658 | loss: 0.031151 | val_loss: 0.031176 | Time: 2540.02 ms [2021-03-03 05:53:26 main:574] : INFO : Epoch 1659 | loss: 0.0311498 | val_loss: 0.0311755 | Time: 2585.2 ms [2021-03-03 05:53:29 main:574] : INFO : Epoch 1660 | loss: 0.0311497 | val_loss: 0.0311753 | Time: 2561.04 ms [2021-03-03 05:53:32 main:574] : INFO : Epoch 1661 | loss: 0.0311511 | val_loss: 0.0311767 | Time: 2540.47 ms [2021-03-03 05:53:34 main:574] : INFO : Epoch 1662 | loss: 0.0311528 | val_loss: 0.0311766 | Time: 2548.47 ms [2021-03-03 05:53:37 main:574] : INFO : Epoch 1663 | loss: 0.0311546 | val_loss: 0.0311743 | Time: 2548.36 ms [2021-03-03 05:53:40 main:574] : INFO : Epoch 1664 | loss: 0.0311521 | val_loss: 0.0311722 | Time: 2541.34 ms [2021-03-03 05:53:42 main:574] : INFO : Epoch 1665 | loss: 0.0311516 | val_loss: 0.0311718 | Time: 2554.65 ms [2021-03-03 05:53:45 main:574] : INFO : Epoch 1666 | loss: 0.0311526 | val_loss: 0.0311768 | Time: 2542.5 ms [2021-03-03 05:53:47 main:574] : INFO : Epoch 1667 | loss: 0.0311522 | val_loss: 0.0311739 | Time: 2534.31 ms [2021-03-03 05:53:50 main:574] : INFO : Epoch 1668 | loss: 0.0311511 | val_loss: 0.0311744 | Time: 2553.46 ms [2021-03-03 05:53:53 main:574] : INFO : Epoch 1669 | loss: 0.0311511 | val_loss: 0.0311795 | Time: 2542.84 ms [2021-03-03 05:53:55 main:574] : INFO : Epoch 1670 | loss: 0.0311517 | val_loss: 0.0311716 | Time: 2532.97 ms [2021-03-03 05:53:58 main:574] : INFO : Epoch 1671 | loss: 0.0311494 | val_loss: 0.031181 | Time: 2544.82 ms [2021-03-03 05:54:01 main:574] : INFO : Epoch 1672 | loss: 0.0311491 | val_loss: 0.0311723 | Time: 2533.19 ms [2021-03-03 05:54:03 main:574] : INFO : Epoch 1673 | loss: 0.0311516 | val_loss: 0.0311805 | Time: 2554.16 ms [2021-03-03 05:54:06 main:574] : INFO : Epoch 1674 | loss: 0.0311504 | val_loss: 0.0311738 | Time: 2543.27 ms [2021-03-03 05:54:08 main:574] : INFO : Epoch 1675 | loss: 0.0311494 | val_loss: 0.0311741 | Time: 2528.9 ms [2021-03-03 05:54:11 main:574] : INFO : Epoch 1676 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 2547.11 ms [2021-03-03 05:54:14 main:574] : INFO : Epoch 1677 | loss: 0.0311544 | val_loss: 0.0311748 | Time: 2536.49 ms [2021-03-03 05:54:16 main:574] : INFO : Epoch 1678 | loss: 0.0311555 | val_loss: 0.0311797 | Time: 2535.53 ms [2021-03-03 05:54:19 main:574] : INFO : Epoch 1679 | loss: 0.0311571 | val_loss: 0.0311765 | Time: 2553.08 ms [2021-03-03 05:54:22 main:574] : INFO : Epoch 1680 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 2537.3 ms [2021-03-03 05:54:24 main:574] : INFO : Epoch 1681 | loss: 0.0311545 | val_loss: 0.0311756 | Time: 2545.2 ms [2021-03-03 05:54:27 main:574] : INFO : Epoch 1682 | loss: 0.0311558 | val_loss: 0.0311735 | Time: 2558.39 ms [2021-03-03 05:54:29 main:574] : INFO : Epoch 1683 | loss: 0.0311548 | val_loss: 0.0311762 | Time: 2547.7 ms [2021-03-03 05:54:32 main:574] : INFO : Epoch 1684 | loss: 0.0311557 | val_loss: 0.0311729 | Time: 2551.71 ms [2021-03-03 05:54:35 main:574] : INFO : Epoch 1685 | loss: 0.0311535 | val_loss: 0.0311747 | Time: 2533.74 ms [2021-03-03 05:54:37 main:574] : INFO : Epoch 1686 | loss: 0.0311531 | val_loss: 0.0311706 | Time: 2541.47 ms [2021-03-03 05:54:40 main:574] : INFO : Epoch 1687 | loss: 0.0311523 | val_loss: 0.0311707 | Time: 2545.08 ms [2021-03-03 05:54:42 main:574] : INFO : Epoch 1688 | loss: 0.0311506 | val_loss: 0.0311713 | Time: 2548.04 ms [2021-03-03 05:54:45 main:574] : INFO : Epoch 1689 | loss: 0.0311491 | val_loss: 0.0311696 | Time: 2537.19 ms [2021-03-03 05:54:48 main:574] : INFO : Epoch 1690 | loss: 0.031151 | val_loss: 0.0311762 | Time: 2544.76 ms [2021-03-03 05:54:50 main:574] : INFO : Epoch 1691 | loss: 0.0311536 | val_loss: 0.0311824 | Time: 2535.56 ms [2021-03-03 05:54:53 main:574] : INFO : Epoch 1692 | loss: 0.0311527 | val_loss: 0.0311727 | Time: 2549.17 ms [2021-03-03 05:54:56 main:574] : INFO : Epoch 1693 | loss: 0.0311495 | val_loss: 0.0311747 | Time: 2549.69 ms [2021-03-03 05:54:58 main:574] : INFO : Epoch 1694 | loss: 0.0311488 | val_loss: 0.0311739 | Time: 2529.89 ms [2021-03-03 05:55:01 main:574] : INFO : Epoch 1695 | loss: 0.0311461 | val_loss: 0.0311733 | Time: 2552.6 ms [2021-03-03 05:55:03 main:574] : INFO : Epoch 1696 | loss: 0.0311463 | val_loss: 0.0311741 | Time: 2544.22 ms [2021-03-03 05:55:06 main:574] : INFO : Epoch 1697 | loss: 0.0311468 | val_loss: 0.0311736 | Time: 2539 ms [2021-03-03 05:55:09 main:574] : INFO : Epoch 1698 | loss: 0.0311467 | val_loss: 0.0311729 | Time: 2548.76 ms [2021-03-03 05:55:11 main:574] : INFO : Epoch 1699 | loss: 0.0311454 | val_loss: 0.0311747 | Time: 2542.56 ms [2021-03-03 05:55:14 main:574] : INFO : Epoch 1700 | loss: 0.0311463 | val_loss: 0.0311749 | Time: 2541.13 ms [2021-03-03 05:55:17 main:574] : INFO : Epoch 1701 | loss: 0.0311462 | val_loss: 0.0311745 | Time: 2554.18 ms [2021-03-03 05:55:19 main:574] : INFO : Epoch 1702 | loss: 0.0311462 | val_loss: 0.0311748 | Time: 2537.43 ms [2021-03-03 05:55:22 main:574] : INFO : Epoch 1703 | loss: 0.0311473 | val_loss: 0.0311735 | Time: 2535.64 ms [2021-03-03 05:55:25 main:574] : INFO : Epoch 1704 | loss: 0.0311467 | val_loss: 0.0311759 | Time: 2548.27 ms [2021-03-03 05:55:27 main:574] : INFO : Epoch 1705 | loss: 0.0311502 | val_loss: 0.031177 | Time: 2532.86 ms [2021-03-03 05:55:30 main:574] : INFO : Epoch 1706 | loss: 0.031149 | val_loss: 0.0311713 | Time: 2545.4 ms [2021-03-03 05:55:32 main:574] : INFO : Epoch 1707 | loss: 0.0311496 | val_loss: 0.0311769 | Time: 2537.86 ms [2021-03-03 05:55:35 main:574] : INFO : Epoch 1708 | loss: 0.031148 | val_loss: 0.0311739 | Time: 2534.89 ms [2021-03-03 05:55:38 main:574] : INFO : Epoch 1709 | loss: 0.0311495 | val_loss: 0.0311733 | Time: 2552.13 ms [2021-03-03 05:55:40 main:574] : INFO : Epoch 1710 | loss: 0.0311499 | val_loss: 0.0311753 | Time: 2531.53 ms [2021-03-03 05:55:43 main:574] : INFO : Epoch 1711 | loss: 0.0311499 | val_loss: 0.031172 | Time: 2536.86 ms [2021-03-03 05:55:46 main:574] : INFO : Epoch 1712 | loss: 0.0311475 | val_loss: 0.0311735 | Time: 2536.05 ms [2021-03-03 05:55:48 main:574] : INFO : Epoch 1713 | loss: 0.0311499 | val_loss: 0.0311731 | Time: 2529.53 ms [2021-03-03 05:55:51 main:574] : INFO : Epoch 1714 | loss: 0.031149 | val_loss: 0.0311828 | Time: 2557.98 ms [2021-03-03 05:55:53 main:574] : INFO : Epoch 1715 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 2542.24 ms [2021-03-03 05:55:56 main:574] : INFO : Epoch 1716 | loss: 0.0311559 | val_loss: 0.0311719 | Time: 2536.23 ms [2021-03-03 05:55:59 main:574] : INFO : Epoch 1717 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 2552.06 ms [2021-03-03 05:56:01 main:574] : INFO : Epoch 1718 | loss: 0.0311521 | val_loss: 0.0311674 | Time: 2532.83 ms [2021-03-03 05:56:04 main:574] : INFO : Epoch 1719 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 2521.97 ms [2021-03-03 05:56:07 main:574] : INFO : Epoch 1720 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 2549.71 ms [2021-03-03 05:56:09 main:574] : INFO : Epoch 1721 | loss: 0.0311526 | val_loss: 0.0311728 | Time: 2532.01 ms [2021-03-03 05:56:12 main:574] : INFO : Epoch 1722 | loss: 0.031152 | val_loss: 0.0311669 | Time: 2539.75 ms [2021-03-03 05:56:14 main:574] : INFO : Epoch 1723 | loss: 0.0311498 | val_loss: 0.0311695 | Time: 2548.7 ms [2021-03-03 05:56:17 main:574] : INFO : Epoch 1724 | loss: 0.0311511 | val_loss: 0.0311704 | Time: 2538.45 ms [2021-03-03 05:56:20 main:574] : INFO : Epoch 1725 | loss: 0.0311516 | val_loss: 0.0311709 | Time: 2544.81 ms [2021-03-03 05:56:22 main:574] : INFO : Epoch 1726 | loss: 0.0311485 | val_loss: 0.0311687 | Time: 2526.03 ms [2021-03-03 05:56:25 main:574] : INFO : Epoch 1727 | loss: 0.0311478 | val_loss: 0.0311738 | Time: 2528.9 ms [2021-03-03 05:56:28 main:574] : INFO : Epoch 1728 | loss: 0.0311493 | val_loss: 0.0311703 | Time: 2552.28 ms [2021-03-03 05:56:30 main:574] : INFO : Epoch 1729 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 2541.73 ms [2021-03-03 05:56:33 main:574] : INFO : Epoch 1730 | loss: 0.0311486 | val_loss: 0.0311691 | Time: 2533.45 ms [2021-03-03 05:56:36 main:574] : INFO : Epoch 1731 | loss: 0.0311485 | val_loss: 0.0311676 | Time: 2553.9 ms [2021-03-03 05:56:38 main:574] : INFO : Epoch 1732 | loss: 0.0311482 | val_loss: 0.0311704 | Time: 2540.86 ms [2021-03-03 05:56:41 main:574] : INFO : Epoch 1733 | loss: 0.0311492 | val_loss: 0.0311689 | Time: 2539.99 ms [2021-03-03 05:56:43 main:574] : INFO : Epoch 1734 | loss: 0.0311488 | val_loss: 0.0311726 | Time: 2536.23 ms [2021-03-03 05:56:46 main:574] : INFO : Epoch 1735 | loss: 0.0311467 | val_loss: 0.0311687 | Time: 2542.34 ms [2021-03-03 05:56:49 main:574] : INFO : Epoch 1736 | loss: 0.0311475 | val_loss: 0.0311679 | Time: 2557.02 ms [2021-03-03 05:56:51 main:574] : INFO : Epoch 1737 | loss: 0.0311468 | val_loss: 0.0311722 | Time: 2537.23 ms [2021-03-03 05:56:54 main:574] : INFO : Epoch 1738 | loss: 0.0311483 | val_loss: 0.0311687 | Time: 2534.8 ms [2021-03-03 05:56:56 main:574] : INFO : Epoch 1739 | loss: 0.0311453 | val_loss: 0.0311765 | Time: 2541.83 ms [2021-03-03 05:56:59 main:574] : INFO : Epoch 1740 | loss: 0.0311454 | val_loss: 0.0311704 | Time: 2533.68 ms [2021-03-03 05:57:02 main:574] : INFO : Epoch 1741 | loss: 0.0311454 | val_loss: 0.0311706 | Time: 2535.66 ms [2021-03-03 05:57:04 main:574] : INFO : Epoch 1742 | loss: 0.0311466 | val_loss: 0.031172 | Time: 2536.3 ms [2021-03-03 05:57:07 main:574] : INFO : Epoch 1743 | loss: 0.031147 | val_loss: 0.0311725 | Time: 2538.81 ms [2021-03-03 05:57:10 main:574] : INFO : Epoch 1744 | loss: 0.0311454 | val_loss: 0.0311689 | Time: 2553.54 ms [2021-03-03 05:57:12 main:574] : INFO : Epoch 1745 | loss: 0.0311462 | val_loss: 0.0311709 | Time: 2529.3 ms [2021-03-03 05:57:15 main:574] : INFO : Epoch 1746 | loss: 0.0311456 | val_loss: 0.0311727 | Time: 2535.13 ms [2021-03-03 05:57:17 main:574] : INFO : Epoch 1747 | loss: 0.0311457 | val_loss: 0.031171 | Time: 2556.87 ms [2021-03-03 05:57:20 main:574] : INFO : Epoch 1748 | loss: 0.0311477 | val_loss: 0.0311853 | Time: 2549.68 ms [2021-03-03 05:57:23 main:574] : INFO : Epoch 1749 | loss: 0.0311567 | val_loss: 0.0311837 | Time: 2553.9 ms [2021-03-03 05:57:25 main:574] : INFO : Epoch 1750 | loss: 0.0311589 | val_loss: 0.0311852 | Time: 2537.99 ms [2021-03-03 05:57:28 main:574] : INFO : Epoch 1751 | loss: 0.0312007 | val_loss: 0.0315092 | Time: 2552.81 ms [2021-03-03 05:57:31 main:574] : INFO : Epoch 1752 | loss: 0.0315623 | val_loss: 0.031224 | Time: 2548.9 ms [2021-03-03 05:57:33 main:574] : INFO : Epoch 1753 | loss: 0.0311886 | val_loss: 0.0311822 | Time: 2542.56 ms [2021-03-03 05:57:36 main:574] : INFO : Epoch 1754 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 2541.74 ms [2021-03-03 05:57:38 main:574] : INFO : Epoch 1755 | loss: 0.0311458 | val_loss: 0.0311689 | Time: 2543.57 ms [2021-03-03 05:57:41 main:574] : INFO : Epoch 1756 | loss: 0.0311453 | val_loss: 0.0311708 | Time: 2543.87 ms [2021-03-03 05:57:44 main:574] : INFO : Epoch 1757 | loss: 0.0311446 | val_loss: 0.031174 | Time: 2538.06 ms [2021-03-03 05:57:46 main:574] : INFO : Epoch 1758 | loss: 0.0311442 | val_loss: 0.0311701 | Time: 2558.11 ms [2021-03-03 05:57:49 main:574] : INFO : Epoch 1759 | loss: 0.0311432 | val_loss: 0.031174 | Time: 2522.12 ms [2021-03-03 05:57:52 main:574] : INFO : Epoch 1760 | loss: 0.0311445 | val_loss: 0.0311709 | Time: 2556.37 ms [2021-03-03 05:57:54 main:574] : INFO : Epoch 1761 | loss: 0.0311448 | val_loss: 0.0311735 | Time: 2537.17 ms [2021-03-03 05:57:57 main:574] : INFO : Epoch 1762 | loss: 0.0311445 | val_loss: 0.0311761 | Time: 2538.14 ms [2021-03-03 05:57:59 main:574] : INFO : Epoch 1763 | loss: 0.0311427 | val_loss: 0.0311774 | Time: 2552.03 ms [2021-03-03 05:58:02 main:574] : INFO : Epoch 1764 | loss: 0.0311422 | val_loss: 0.031173 | Time: 2534.17 ms [2021-03-03 05:58:05 main:574] : INFO : Epoch 1765 | loss: 0.0311428 | val_loss: 0.0311723 | Time: 2531.63 ms [2021-03-03 05:58:07 main:574] : INFO : Epoch 1766 | loss: 0.0311415 | val_loss: 0.031173 | Time: 2557.09 ms [2021-03-03 05:58:10 main:574] : INFO : Epoch 1767 | loss: 0.0311433 | val_loss: 0.0311736 | Time: 2533.03 ms [2021-03-03 05:58:12 main:574] : INFO : Epoch 1768 | loss: 0.0311443 | val_loss: 0.0311755 | Time: 2536.56 ms [2021-03-03 05:58:15 main:574] : INFO : Epoch 1769 | loss: 0.031145 | val_loss: 0.0311713 | Time: 2554.18 ms [2021-03-03 05:58:18 main:574] : INFO : Epoch 1770 | loss: 0.0311443 | val_loss: 0.0311766 | Time: 2539.44 ms [2021-03-03 05:58:20 main:574] : INFO : Epoch 1771 | loss: 0.0311452 | val_loss: 0.0311744 | Time: 2541.4 ms [2021-03-03 05:58:23 main:574] : INFO : Epoch 1772 | loss: 0.0311439 | val_loss: 0.0311701 | Time: 2541.8 ms [2021-03-03 05:58:26 main:574] : INFO : Epoch 1773 | loss: 0.0311443 | val_loss: 0.0311731 | Time: 2537.54 ms [2021-03-03 05:58:28 main:574] : INFO : Epoch 1774 | loss: 0.0311452 | val_loss: 0.0311784 | Time: 2570.89 ms [2021-03-03 05:58:31 main:574] : INFO : Epoch 1775 | loss: 0.031146 | val_loss: 0.0311723 | Time: 2536.6 ms [2021-03-03 05:58:33 main:574] : INFO : Epoch 1776 | loss: 0.0311423 | val_loss: 0.0311737 | Time: 2542.75 ms [2021-03-03 05:58:36 main:574] : INFO : Epoch 1777 | loss: 0.0311433 | val_loss: 0.031169 | Time: 2539.34 ms [2021-03-03 05:58:39 main:574] : INFO : Epoch 1778 | loss: 0.031144 | val_loss: 0.0311684 | Time: 2530.09 ms [2021-03-03 05:58:41 main:574] : INFO : Epoch 1779 | loss: 0.0311438 | val_loss: 0.0311706 | Time: 2542.8 ms [2021-03-03 05:58:44 main:574] : INFO : Epoch 1780 | loss: 0.0311434 | val_loss: 0.0311738 | Time: 2554.99 ms [2021-03-03 05:58:47 main:574] : INFO : Epoch 1781 | loss: 0.031142 | val_loss: 0.0311719 | Time: 2541.24 ms [2021-03-03 05:58:49 main:574] : INFO : Epoch 1782 | loss: 0.0311429 | val_loss: 0.0311723 | Time: 2543.5 ms [2021-03-03 05:58:52 main:574] : INFO : Epoch 1783 | loss: 0.0311419 | val_loss: 0.031175 | Time: 2538.9 ms [2021-03-03 05:58:54 main:574] : INFO : Epoch 1784 | loss: 0.0311435 | val_loss: 0.0311794 | Time: 2531.42 ms [2021-03-03 05:58:57 main:574] : INFO : Epoch 1785 | loss: 0.0311439 | val_loss: 0.0311708 | Time: 2553.06 ms [2021-03-03 05:59:00 main:574] : INFO : Epoch 1786 | loss: 0.0311435 | val_loss: 0.0311706 | Time: 2538.54 ms [2021-03-03 05:59:02 main:574] : INFO : Epoch 1787 | loss: 0.0311428 | val_loss: 0.0311731 | Time: 2548.4 ms [2021-03-03 05:59:05 main:574] : INFO : Epoch 1788 | loss: 0.0311438 | val_loss: 0.0311729 | Time: 2537.65 ms [2021-03-03 05:59:08 main:574] : INFO : Epoch 1789 | loss: 0.0311432 | val_loss: 0.0311718 | Time: 2527.29 ms [2021-03-03 05:59:10 main:574] : INFO : Epoch 1790 | loss: 0.0311433 | val_loss: 0.0311747 | Time: 2550.2 ms [2021-03-03 05:59:13 main:574] : INFO : Epoch 1791 | loss: 0.0311466 | val_loss: 0.0311822 | Time: 2538.5 ms [2021-03-03 05:59:15 main:574] : INFO : Epoch 1792 | loss: 0.0311459 | val_loss: 0.0311741 | Time: 2533.89 ms [2021-03-03 05:59:18 main:574] : INFO : Epoch 1793 | loss: 0.0311428 | val_loss: 0.0311732 | Time: 2553.07 ms [2021-03-03 05:59:21 main:574] : INFO : Epoch 1794 | loss: 0.0311704 | val_loss: 0.0311884 | Time: 2539.43 ms [2021-03-03 05:59:23 main:574] : INFO : Epoch 1795 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 2535.15 ms [2021-03-03 05:59:26 main:574] : INFO : Epoch 1796 | loss: 0.0311595 | val_loss: 0.0311664 | Time: 2542.89 ms [2021-03-03 05:59:29 main:574] : INFO : Epoch 1797 | loss: 0.0311533 | val_loss: 0.0311696 | Time: 2535.71 ms [2021-03-03 05:59:31 main:574] : INFO : Epoch 1798 | loss: 0.0311532 | val_loss: 0.0311698 | Time: 2552.19 ms [2021-03-03 05:59:34 main:574] : INFO : Epoch 1799 | loss: 0.0311516 | val_loss: 0.0311694 | Time: 2563.89 ms [2021-03-03 05:59:36 main:574] : INFO : Epoch 1800 | loss: 0.0311499 | val_loss: 0.0311698 | Time: 2542.73 ms [2021-03-03 05:59:39 main:574] : INFO : Epoch 1801 | loss: 0.0311487 | val_loss: 0.0311687 | Time: 2543.23 ms [2021-03-03 05:59:42 main:574] : INFO : Epoch 1802 | loss: 0.0311474 | val_loss: 0.0311691 | Time: 2534.26 ms [2021-03-03 05:59:44 main:574] : INFO : Epoch 1803 | loss: 0.0311476 | val_loss: 0.031169 | Time: 2538.34 ms [2021-03-03 05:59:47 main:574] : INFO : Epoch 1804 | loss: 0.0311474 | val_loss: 0.0311719 | Time: 2545.15 ms [2021-03-03 05:59:50 main:574] : INFO : Epoch 1805 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 2533.49 ms [2021-03-03 05:59:52 main:574] : INFO : Epoch 1806 | loss: 0.031155 | val_loss: 0.0311715 | Time: 2534.28 ms [2021-03-03 05:59:55 main:574] : INFO : Epoch 1807 | loss: 0.0311544 | val_loss: 0.0311713 | Time: 2544.96 ms [2021-03-03 05:59:57 main:574] : INFO : Epoch 1808 | loss: 0.0311548 | val_loss: 0.0311728 | Time: 2538.47 ms [2021-03-03 06:00:00 main:574] : INFO : Epoch 1809 | loss: 0.0311531 | val_loss: 0.0311731 | Time: 2546.93 ms [2021-03-03 06:00:03 main:574] : INFO : Epoch 1810 | loss: 0.0311521 | val_loss: 0.0311728 | Time: 2531.61 ms [2021-03-03 06:00:05 main:574] : INFO : Epoch 1811 | loss: 0.0311513 | val_loss: 0.0311723 | Time: 2534.03 ms [2021-03-03 06:00:08 main:574] : INFO : Epoch 1812 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 2546.94 ms [2021-03-03 06:00:11 main:574] : INFO : Epoch 1813 | loss: 0.0311513 | val_loss: 0.0311723 | Time: 2544.42 ms [2021-03-03 06:00:13 main:574] : INFO : Epoch 1814 | loss: 0.0311504 | val_loss: 0.0311726 | Time: 2532.21 ms [2021-03-03 06:00:16 main:574] : INFO : Epoch 1815 | loss: 0.0311509 | val_loss: 0.0311803 | Time: 2540.87 ms [2021-03-03 06:00:18 main:574] : INFO : Epoch 1816 | loss: 0.0311488 | val_loss: 0.0311716 | Time: 2532.67 ms [2021-03-03 06:00:21 main:574] : INFO : Epoch 1817 | loss: 0.0311466 | val_loss: 0.0311717 | Time: 2541.44 ms [2021-03-03 06:00:24 main:574] : INFO : Epoch 1818 | loss: 0.0311475 | val_loss: 0.0311737 | Time: 2539.3 ms [2021-03-03 06:00:26 main:574] : INFO : Epoch 1819 | loss: 0.0311497 | val_loss: 0.0311745 | Time: 2540.13 ms [2021-03-03 06:00:29 main:574] : INFO : Epoch 1820 | loss: 0.0311489 | val_loss: 0.0311726 | Time: 2543.18 ms [2021-03-03 06:00:32 main:574] : INFO : Epoch 1821 | loss: 0.0311482 | val_loss: 0.0311731 | Time: 2526.97 ms [2021-03-03 06:00:34 main:574] : INFO : Epoch 1822 | loss: 0.0311475 | val_loss: 0.0311731 | Time: 2530.63 ms [2021-03-03 06:00:37 main:574] : INFO : Epoch 1823 | loss: 0.0311524 | val_loss: 0.0311724 | Time: 2569.48 ms [2021-03-03 06:00:39 main:574] : INFO : Epoch 1824 | loss: 0.0311491 | val_loss: 0.0311754 | Time: 2542.77 ms [2021-03-03 06:00:42 main:574] : INFO : Epoch 1825 | loss: 0.0311461 | val_loss: 0.0311735 | Time: 2535.6 ms [2021-03-03 06:00:45 main:574] : INFO : Epoch 1826 | loss: 0.0311457 | val_loss: 0.0311746 | Time: 2581.9 ms [2021-03-03 06:00:47 main:574] : INFO : Epoch 1827 | loss: 0.0311446 | val_loss: 0.0311778 | Time: 2540.82 ms [2021-03-03 06:00:50 main:574] : INFO : Epoch 1828 | loss: 0.0311446 | val_loss: 0.0311737 | Time: 2553.41 ms [2021-03-03 06:00:53 main:574] : INFO : Epoch 1829 | loss: 0.0311441 | val_loss: 0.0311741 | Time: 2533.74 ms [2021-03-03 06:00:55 main:574] : INFO : Epoch 1830 | loss: 0.0311451 | val_loss: 0.0311765 | Time: 2542.7 ms [2021-03-03 06:00:58 main:574] : INFO : Epoch 1831 | loss: 0.0311434 | val_loss: 0.0311752 | Time: 2547.65 ms [2021-03-03 06:01:00 main:574] : INFO : Epoch 1832 | loss: 0.0311433 | val_loss: 0.0311741 | Time: 2534.31 ms [2021-03-03 06:01:03 main:574] : INFO : Epoch 1833 | loss: 0.0311444 | val_loss: 0.0311752 | Time: 2535.58 ms [2021-03-03 06:01:06 main:574] : INFO : Epoch 1834 | loss: 0.0311438 | val_loss: 0.0311736 | Time: 2534.18 ms [2021-03-03 06:01:08 main:574] : INFO : Epoch 1835 | loss: 0.0311441 | val_loss: 0.0311743 | Time: 2546.02 ms [2021-03-03 06:01:11 main:574] : INFO : Epoch 1836 | loss: 0.0311431 | val_loss: 0.0311771 | Time: 2531.06 ms [2021-03-03 06:01:14 main:574] : INFO : Epoch 1837 | loss: 0.0311442 | val_loss: 0.0311763 | Time: 2533.14 ms [2021-03-03 06:01:16 main:574] : INFO : Epoch 1838 | loss: 0.031145 | val_loss: 0.0311757 | Time: 2532.57 ms [2021-03-03 06:01:19 main:574] : INFO : Epoch 1839 | loss: 0.0311427 | val_loss: 0.0311782 | Time: 2536.81 ms [2021-03-03 06:01:21 main:574] : INFO : Epoch 1840 | loss: 0.031144 | val_loss: 0.0311744 | Time: 2531.74 ms [2021-03-03 06:01:24 main:574] : INFO : Epoch 1841 | loss: 0.0311441 | val_loss: 0.0311877 | Time: 2532.11 ms [2021-03-03 06:01:27 main:574] : INFO : Epoch 1842 | loss: 0.031147 | val_loss: 0.0311914 | Time: 2539.69 ms [2021-03-03 06:01:29 main:574] : INFO : Epoch 1843 | loss: 0.0311478 | val_loss: 0.0311837 | Time: 2544.2 ms [2021-03-03 06:01:32 main:574] : INFO : Epoch 1844 | loss: 0.0311431 | val_loss: 0.0311777 | Time: 2545.08 ms [2021-03-03 06:01:34 main:574] : INFO : Epoch 1845 | loss: 0.0311431 | val_loss: 0.0311814 | Time: 2538.21 ms [2021-03-03 06:01:37 main:574] : INFO : Epoch 1846 | loss: 0.0311408 | val_loss: 0.031175 | Time: 2534.14 ms [2021-03-03 06:01:40 main:574] : INFO : Epoch 1847 | loss: 0.0311435 | val_loss: 0.0311782 | Time: 2537.82 ms [2021-03-03 06:01:42 main:574] : INFO : Epoch 1848 | loss: 0.0311425 | val_loss: 0.0311788 | Time: 2526.85 ms [2021-03-03 06:01:45 main:574] : INFO : Epoch 1849 | loss: 0.0311426 | val_loss: 0.0311746 | Time: 2528.29 ms [2021-03-03 06:01:48 main:574] : INFO : Epoch 1850 | loss: 0.031145 | val_loss: 0.0311727 | Time: 2542.81 ms [2021-03-03 06:01:50 main:574] : INFO : Epoch 1851 | loss: 0.0311448 | val_loss: 0.0311758 | Time: 2536.27 ms [2021-03-03 06:01:53 main:574] : INFO : Epoch 1852 | loss: 0.0311463 | val_loss: 0.0311758 | Time: 2532.15 ms [2021-03-03 06:01:55 main:574] : INFO : Epoch 1853 | loss: 0.031149 | val_loss: 0.0311737 | Time: 2546.85 ms [2021-03-03 06:01:58 main:574] : INFO : Epoch 1854 | loss: 0.0311473 | val_loss: 0.0311734 | Time: 2530.48 ms [2021-03-03 06:02:01 main:574] : INFO : Epoch 1855 | loss: 0.031146 | val_loss: 0.0311767 | Time: 2547.73 ms [2021-03-03 06:02:03 main:574] : INFO : Epoch 1856 | loss: 0.0311443 | val_loss: 0.031173 | Time: 2543.07 ms [2021-03-03 06:02:06 main:574] : INFO : Epoch 1857 | loss: 0.0311459 | val_loss: 0.0311773 | Time: 2521.68 ms [2021-03-03 06:02:08 main:574] : INFO : Epoch 1858 | loss: 0.0311444 | val_loss: 0.0311736 | Time: 2544.24 ms [2021-03-03 06:02:11 main:574] : INFO : Epoch 1859 | loss: 0.0311445 | val_loss: 0.0311739 | Time: 2541.21 ms [2021-03-03 06:02:14 main:574] : INFO : Epoch 1860 | loss: 0.0311439 | val_loss: 0.0311745 | Time: 2543.71 ms [2021-03-03 06:02:16 main:574] : INFO : Epoch 1861 | loss: 0.0311435 | val_loss: 0.0311794 | Time: 2541.49 ms [2021-03-03 06:02:19 main:574] : INFO : Epoch 1862 | loss: 0.0311447 | val_loss: 0.0311773 | Time: 2536.59 ms [2021-03-03 06:02:22 main:574] : INFO : Epoch 1863 | loss: 0.0311477 | val_loss: 0.0311751 | Time: 2550.48 ms [2021-03-03 06:02:24 main:574] : INFO : Epoch 1864 | loss: 0.0311468 | val_loss: 0.0311725 | Time: 2527.6 ms [2021-03-03 06:02:27 main:574] : INFO : Epoch 1865 | loss: 0.0311453 | val_loss: 0.0311721 | Time: 2528.51 ms [2021-03-03 06:02:29 main:574] : INFO : Epoch 1866 | loss: 0.0311449 | val_loss: 0.0311756 | Time: 2548.02 ms [2021-03-03 06:02:32 main:574] : INFO : Epoch 1867 | loss: 0.0311425 | val_loss: 0.0311722 | Time: 2527.76 ms [2021-03-03 06:02:35 main:574] : INFO : Epoch 1868 | loss: 0.0311424 | val_loss: 0.0311741 | Time: 2533.76 ms [2021-03-03 06:02:37 main:574] : INFO : Epoch 1869 | loss: 0.0311424 | val_loss: 0.0311752 | Time: 2551.2 ms [2021-03-03 06:02:40 main:574] : INFO : Epoch 1870 | loss: 0.0311417 | val_loss: 0.0311759 | Time: 2533.03 ms [2021-03-03 06:02:42 main:574] : INFO : Epoch 1871 | loss: 0.0311414 | val_loss: 0.0311762 | Time: 2540.38 ms [2021-03-03 06:02:45 main:574] : INFO : Epoch 1872 | loss: 0.0311416 | val_loss: 0.0311783 | Time: 2557.18 ms [2021-03-03 06:02:48 main:574] : INFO : Epoch 1873 | loss: 0.0311416 | val_loss: 0.0311732 | Time: 2538.97 ms [2021-03-03 06:02:50 main:574] : INFO : Epoch 1874 | loss: 0.0311422 | val_loss: 0.0311734 | Time: 2535.11 ms [2021-03-03 06:02:53 main:574] : INFO : Epoch 1875 | loss: 0.0311424 | val_loss: 0.0311754 | Time: 2529.82 ms [2021-03-03 06:02:56 main:574] : INFO : Epoch 1876 | loss: 0.0311439 | val_loss: 0.0311802 | Time: 2533.49 ms [2021-03-03 06:02:58 main:574] : INFO : Epoch 1877 | loss: 0.0311462 | val_loss: 0.0311791 | Time: 2550.16 ms [2021-03-03 06:03:01 main:574] : INFO : Epoch 1878 | loss: 0.0311406 | val_loss: 0.0311744 | Time: 2542.79 ms [2021-03-03 06:03:04 main:574] : INFO : Epoch 1879 | loss: 0.03114 | val_loss: 0.031177 | Time: 2531.57 ms [2021-03-03 06:03:06 main:574] : INFO : Epoch 1880 | loss: 0.0311391 | val_loss: 0.0311759 | Time: 2555.43 ms [2021-03-03 06:03:09 main:574] : INFO : Epoch 1881 | loss: 0.0311384 | val_loss: 0.0311716 | Time: 2537.14 ms [2021-03-03 06:03:11 main:574] : INFO : Epoch 1882 | loss: 0.0311385 | val_loss: 0.031177 | Time: 2543.43 ms [2021-03-03 06:03:14 main:574] : INFO : Epoch 1883 | loss: 0.0311387 | val_loss: 0.0311741 | Time: 2551.95 ms [2021-03-03 06:03:17 main:574] : INFO : Epoch 1884 | loss: 0.0311383 | val_loss: 0.0311782 | Time: 2538.07 ms [2021-03-03 06:03:19 main:574] : INFO : Epoch 1885 | loss: 0.0311387 | val_loss: 0.0311759 | Time: 2556.24 ms [2021-03-03 06:03:22 main:574] : INFO : Epoch 1886 | loss: 0.0311388 | val_loss: 0.0311771 | Time: 2533.84 ms [2021-03-03 06:03:24 main:574] : INFO : Epoch 1887 | loss: 0.0311401 | val_loss: 0.0311773 | Time: 2539.84 ms [2021-03-03 06:03:27 main:574] : INFO : Epoch 1888 | loss: 0.0311388 | val_loss: 0.0311793 | Time: 2541.84 ms [2021-03-03 06:03:30 main:574] : INFO : Epoch 1889 | loss: 0.0311406 | val_loss: 0.0311789 | Time: 2538.49 ms [2021-03-03 06:03:32 main:574] : INFO : Epoch 1890 | loss: 0.0311427 | val_loss: 0.0311764 | Time: 2537.76 ms [2021-03-03 06:03:35 main:574] : INFO : Epoch 1891 | loss: 0.0311433 | val_loss: 0.0311763 | Time: 2544.06 ms [2021-03-03 06:03:38 main:574] : INFO : Epoch 1892 | loss: 0.0311413 | val_loss: 0.031175 | Time: 2524.93 ms [2021-03-03 06:03:40 main:574] : INFO : Epoch 1893 | loss: 0.0311406 | val_loss: 0.0311805 | Time: 2549.51 ms [2021-03-03 06:03:43 main:574] : INFO : Epoch 1894 | loss: 0.0311439 | val_loss: 0.0311773 | Time: 2530.87 ms [2021-03-03 06:03:45 main:574] : INFO : Epoch 1895 | loss: 0.0311431 | val_loss: 0.0311773 | Time: 2536.88 ms [2021-03-03 06:03:48 main:574] : INFO : Epoch 1896 | loss: 0.0311394 | val_loss: 0.0311759 | Time: 2540.24 ms [2021-03-03 06:03:51 main:574] : INFO : Epoch 1897 | loss: 0.0311406 | val_loss: 0.0311768 | Time: 2536.73 ms [2021-03-03 06:03:53 main:574] : INFO : Epoch 1898 | loss: 0.031144 | val_loss: 0.0311719 | Time: 2528.96 ms [2021-03-03 06:03:56 main:574] : INFO : Epoch 1899 | loss: 0.0311479 | val_loss: 0.0311772 | Time: 2552.14 ms [2021-03-03 06:03:58 main:574] : INFO : Epoch 1900 | loss: 0.0311528 | val_loss: 0.0311755 | Time: 2534.24 ms [2021-03-03 06:04:01 main:574] : INFO : Epoch 1901 | loss: 0.0311517 | val_loss: 0.0311738 | Time: 2543.93 ms [2021-03-03 06:04:04 main:574] : INFO : Epoch 1902 | loss: 0.031151 | val_loss: 0.0311723 | Time: 2535.52 ms [2021-03-03 06:04:06 main:574] : INFO : Epoch 1903 | loss: 0.03115 | val_loss: 0.0311713 | Time: 2529.32 ms [2021-03-03 06:04:09 main:574] : INFO : Epoch 1904 | loss: 0.0311475 | val_loss: 0.0311731 | Time: 2543.71 ms [2021-03-03 06:04:12 main:574] : INFO : Epoch 1905 | loss: 0.031145 | val_loss: 0.0311743 | Time: 2566.44 ms [2021-03-03 06:04:14 main:574] : INFO : Epoch 1906 | loss: 0.0311491 | val_loss: 0.0311752 | Time: 2541.3 ms [2021-03-03 06:04:17 main:574] : INFO : Epoch 1907 | loss: 0.0311495 | val_loss: 0.0311795 | Time: 2543.58 ms [2021-03-03 06:04:19 main:574] : INFO : Epoch 1908 | loss: 0.0311475 | val_loss: 0.0311701 | Time: 2542.13 ms [2021-03-03 06:04:22 main:574] : INFO : Epoch 1909 | loss: 0.0311499 | val_loss: 0.0311731 | Time: 2530.71 ms [2021-03-03 06:04:25 main:574] : INFO : Epoch 1910 | loss: 0.0311477 | val_loss: 0.0311712 | Time: 2540.88 ms [2021-03-03 06:04:27 main:574] : INFO : Epoch 1911 | loss: 0.0311455 | val_loss: 0.0311714 | Time: 2531.81 ms [2021-03-03 06:04:30 main:574] : INFO : Epoch 1912 | loss: 0.0311447 | val_loss: 0.0311716 | Time: 2547.84 ms [2021-03-03 06:04:33 main:574] : INFO : Epoch 1913 | loss: 0.0311446 | val_loss: 0.0311736 | Time: 2538.88 ms [2021-03-03 06:04:35 main:574] : INFO : Epoch 1914 | loss: 0.0311451 | val_loss: 0.0311765 | Time: 2541.97 ms [2021-03-03 06:04:38 main:574] : INFO : Epoch 1915 | loss: 0.0311444 | val_loss: 0.0311763 | Time: 2565.44 ms [2021-03-03 06:04:40 main:574] : INFO : Epoch 1916 | loss: 0.0311462 | val_loss: 0.0311752 | Time: 2533.2 ms [2021-03-03 06:04:43 main:574] : INFO : Epoch 1917 | loss: 0.0311446 | val_loss: 0.0311701 | Time: 2530.46 ms [2021-03-03 06:04:46 main:574] : INFO : Epoch 1918 | loss: 0.0311438 | val_loss: 0.0311737 | Time: 2568.83 ms [2021-03-03 06:04:48 main:574] : INFO : Epoch 1919 | loss: 0.0311577 | val_loss: 0.031177 | Time: 2542.3 ms [2021-03-03 06:04:51 main:574] : INFO : Epoch 1920 | loss: 0.0311558 | val_loss: 0.0311771 | Time: 2543.09 ms [2021-03-03 06:04:54 main:574] : INFO : Epoch 1921 | loss: 0.031153 | val_loss: 0.0311718 | Time: 2547.36 ms [2021-03-03 06:04:56 main:574] : INFO : Epoch 1922 | loss: 0.0311464 | val_loss: 0.0311737 | Time: 2543.64 ms [2021-03-03 06:04:59 main:574] : INFO : Epoch 1923 | loss: 0.0311444 | val_loss: 0.0311756 | Time: 2555.66 ms [2021-03-03 06:05:01 main:574] : INFO : Epoch 1924 | loss: 0.0311435 | val_loss: 0.0311733 | Time: 2541.06 ms [2021-03-03 06:05:04 main:574] : INFO : Epoch 1925 | loss: 0.0311434 | val_loss: 0.0311748 | Time: 2543.28 ms [2021-03-03 06:05:07 main:574] : INFO : Epoch 1926 | loss: 0.0311439 | val_loss: 0.0311732 | Time: 2555.34 ms [2021-03-03 06:05:09 main:574] : INFO : Epoch 1927 | loss: 0.031144 | val_loss: 0.0311701 | Time: 2529.14 ms [2021-03-03 06:05:12 main:574] : INFO : Epoch 1928 | loss: 0.0311428 | val_loss: 0.0311744 | Time: 2545.18 ms [2021-03-03 06:05:14 main:574] : INFO : Epoch 1929 | loss: 0.0311417 | val_loss: 0.031171 | Time: 2540.09 ms [2021-03-03 06:05:17 main:574] : INFO : Epoch 1930 | loss: 0.0311412 | val_loss: 0.0311769 | Time: 2535.38 ms [2021-03-03 06:05:20 main:574] : INFO : Epoch 1931 | loss: 0.0311395 | val_loss: 0.0311774 | Time: 2543.31 ms [2021-03-03 06:05:22 main:574] : INFO : Epoch 1932 | loss: 0.0311434 | val_loss: 0.0311753 | Time: 2532.91 ms [2021-03-03 06:05:25 main:574] : INFO : Epoch 1933 | loss: 0.0311443 | val_loss: 0.0311765 | Time: 2535.24 ms [2021-03-03 06:05:28 main:574] : INFO : Epoch 1934 | loss: 0.0311464 | val_loss: 0.0311741 | Time: 2550.84 ms [2021-03-03 06:05:30 main:574] : INFO : Epoch 1935 | loss: 0.0311437 | val_loss: 0.0311748 | Time: 2538.02 ms [2021-03-03 06:05:33 main:574] : INFO : Epoch 1936 | loss: 0.0311429 | val_loss: 0.0311734 | Time: 2534.52 ms [2021-03-03 06:05:35 main:574] : INFO : Epoch 1937 | loss: 0.0311409 | val_loss: 0.0311751 | Time: 2546.45 ms [2021-03-03 06:05:38 main:574] : INFO : Epoch 1938 | loss: 0.0311419 | val_loss: 0.0311783 | Time: 2535.71 ms [2021-03-03 06:05:41 main:574] : INFO : Epoch 1939 | loss: 0.0311399 | val_loss: 0.0311791 | Time: 2540.91 ms [2021-03-03 06:05:43 main:574] : INFO : Epoch 1940 | loss: 0.0311428 | val_loss: 0.031176 | Time: 2555.13 ms [2021-03-03 06:05:46 main:574] : INFO : Epoch 1941 | loss: 0.0311422 | val_loss: 0.0311752 | Time: 2523.29 ms [2021-03-03 06:05:49 main:574] : INFO : Epoch 1942 | loss: 0.0311426 | val_loss: 0.0311749 | Time: 2542.47 ms [2021-03-03 06:05:51 main:574] : INFO : Epoch 1943 | loss: 0.0311414 | val_loss: 0.0311769 | Time: 2542.38 ms [2021-03-03 06:05:54 main:574] : INFO : Epoch 1944 | loss: 0.0311438 | val_loss: 0.0311836 | Time: 2535.42 ms [2021-03-03 06:05:56 main:574] : INFO : Epoch 1945 | loss: 0.0311415 | val_loss: 0.0311758 | Time: 2552.86 ms [2021-03-03 06:05:59 main:574] : INFO : Epoch 1946 | loss: 0.0311389 | val_loss: 0.031184 | Time: 2535.94 ms [2021-03-03 06:06:02 main:574] : INFO : Epoch 1947 | loss: 0.0311408 | val_loss: 0.0311863 | Time: 2544.1 ms [2021-03-03 06:06:04 main:574] : INFO : Epoch 1948 | loss: 0.0311405 | val_loss: 0.0311802 | Time: 2571.31 ms [2021-03-03 06:06:07 main:574] : INFO : Epoch 1949 | loss: 0.0311392 | val_loss: 0.0311854 | Time: 2537.6 ms [2021-03-03 06:06:10 main:574] : INFO : Epoch 1950 | loss: 0.0311394 | val_loss: 0.0311797 | Time: 2545.16 ms [2021-03-03 06:06:12 main:574] : INFO : Epoch 1951 | loss: 0.0311394 | val_loss: 0.0311811 | Time: 2531.76 ms [2021-03-03 06:06:15 main:574] : INFO : Epoch 1952 | loss: 0.0311388 | val_loss: 0.0311844 | Time: 2541.25 ms [2021-03-03 06:06:17 main:574] : INFO : Epoch 1953 | loss: 0.0311379 | val_loss: 0.0311776 | Time: 2547.78 ms [2021-03-03 06:06:20 main:574] : INFO : Epoch 1954 | loss: 0.0311379 | val_loss: 0.0311794 | Time: 2537.64 ms [2021-03-03 06:06:23 main:574] : INFO : Epoch 1955 | loss: 0.0311365 | val_loss: 0.0311785 | Time: 2540.07 ms [2021-03-03 06:06:25 main:574] : INFO : Epoch 1956 | loss: 0.0311382 | val_loss: 0.0311816 | Time: 2550.07 ms [2021-03-03 06:06:28 main:574] : INFO : Epoch 1957 | loss: 0.0311368 | val_loss: 0.0311801 | Time: 2542.29 ms [2021-03-03 06:06:31 main:574] : INFO : Epoch 1958 | loss: 0.0311375 | val_loss: 0.0311888 | Time: 2540.89 ms [2021-03-03 06:06:33 main:574] : INFO : Epoch 1959 | loss: 0.0311395 | val_loss: 0.0311762 | Time: 2540.92 ms [2021-03-03 06:06:36 main:574] : INFO : Epoch 1960 | loss: 0.0311424 | val_loss: 0.0311802 | Time: 2536.6 ms [2021-03-03 06:06:38 main:574] : INFO : Epoch 1961 | loss: 0.0311444 | val_loss: 0.0311838 | Time: 2544.97 ms [2021-03-03 06:06:41 main:574] : INFO : Epoch 1962 | loss: 0.0311417 | val_loss: 0.0311761 | Time: 2528.27 ms [2021-03-03 06:06:44 main:574] : INFO : Epoch 1963 | loss: 0.031146 | val_loss: 0.0311786 | Time: 2537.21 ms [2021-03-03 06:06:46 main:574] : INFO : Epoch 1964 | loss: 0.0311439 | val_loss: 0.0311836 | Time: 2552.5 ms [2021-03-03 06:06:49 main:574] : INFO : Epoch 1965 | loss: 0.0311454 | val_loss: 0.0311811 | Time: 2539.97 ms [2021-03-03 06:06:52 main:574] : INFO : Epoch 1966 | loss: 0.0311435 | val_loss: 0.0311737 | Time: 2527.43 ms [2021-03-03 06:06:54 main:574] : INFO : Epoch 1967 | loss: 0.0311429 | val_loss: 0.0311785 | Time: 2542.23 ms [2021-03-03 06:06:57 main:574] : INFO : Epoch 1968 | loss: 0.0311413 | val_loss: 0.0311771 | Time: 2544.08 ms [2021-03-03 06:06:59 main:574] : INFO : Epoch 1969 | loss: 0.031141 | val_loss: 0.0311779 | Time: 2544.77 ms [2021-03-03 06:07:02 main:574] : INFO : Epoch 1970 | loss: 0.0311453 | val_loss: 0.0311784 | Time: 2537.59 ms [2021-03-03 06:07:05 main:574] : INFO : Epoch 1971 | loss: 0.0311442 | val_loss: 0.0311768 | Time: 2535.95 ms [2021-03-03 06:07:07 main:574] : INFO : Epoch 1972 | loss: 0.0311431 | val_loss: 0.0311772 | Time: 2550.31 ms [2021-03-03 06:07:10 main:574] : INFO : Epoch 1973 | loss: 0.0311431 | val_loss: 0.0311818 | Time: 2541.64 ms [2021-03-03 06:07:13 main:574] : INFO : Epoch 1974 | loss: 0.0311568 | val_loss: 0.0311903 | Time: 2540.31 ms [2021-03-03 06:07:15 main:574] : INFO : Epoch 1975 | loss: 0.0311881 | val_loss: 0.0312162 | Time: 2537.26 ms [2021-03-03 06:07:18 main:574] : INFO : Epoch 1976 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 2525.05 ms [2021-03-03 06:07:20 main:574] : INFO : Epoch 1977 | loss: 0.0312118 | val_loss: 0.0312023 | Time: 2537.02 ms [2021-03-03 06:07:23 main:574] : INFO : Epoch 1978 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 2539.04 ms [2021-03-03 06:07:26 main:574] : INFO : Epoch 1979 | loss: 0.0311949 | val_loss: 0.0312051 | Time: 2536.81 ms [2021-03-03 06:07:28 main:574] : INFO : Epoch 1980 | loss: 0.0311842 | val_loss: 0.0311875 | Time: 2544.25 ms [2021-03-03 06:07:31 main:574] : INFO : Epoch 1981 | loss: 0.0311797 | val_loss: 0.0311922 | Time: 2528.85 ms [2021-03-03 06:07:34 main:574] : INFO : Epoch 1982 | loss: 0.0311796 | val_loss: 0.0311924 | Time: 2535.03 ms [2021-03-03 06:07:36 main:574] : INFO : Epoch 1983 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 2538.96 ms [2021-03-03 06:07:39 main:574] : INFO : Epoch 1984 | loss: 0.0311748 | val_loss: 0.031177 | Time: 2527.15 ms [2021-03-03 06:07:41 main:574] : INFO : Epoch 1985 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 2547.88 ms [2021-03-03 06:07:44 main:574] : INFO : Epoch 1986 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 2548.45 ms [2021-03-03 06:07:47 main:574] : INFO : Epoch 1987 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 2532.95 ms [2021-03-03 06:07:49 main:574] : INFO : Epoch 1988 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 2539.05 ms [2021-03-03 06:07:52 main:574] : INFO : Epoch 1989 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 2536.82 ms [2021-03-03 06:07:54 main:574] : INFO : Epoch 1990 | loss: 0.0311668 | val_loss: 0.031171 | Time: 2532.35 ms [2021-03-03 06:07:57 main:574] : INFO : Epoch 1991 | loss: 0.0311677 | val_loss: 0.031173 | Time: 2553.19 ms [2021-03-03 06:08:00 main:574] : INFO : Epoch 1992 | loss: 0.0311704 | val_loss: 0.031176 | Time: 2531.04 ms [2021-03-03 06:08:02 main:574] : INFO : Epoch 1993 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2530.19 ms [2021-03-03 06:08:05 main:574] : INFO : Epoch 1994 | loss: 0.0311656 | val_loss: 0.0311696 | Time: 2537.22 ms [2021-03-03 06:08:08 main:574] : INFO : Epoch 1995 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 2531.61 ms [2021-03-03 06:08:10 main:574] : INFO : Epoch 1996 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 2536.82 ms [2021-03-03 06:08:13 main:574] : INFO : Epoch 1997 | loss: 0.0311663 | val_loss: 0.0311697 | Time: 2544.25 ms [2021-03-03 06:08:15 main:574] : INFO : Epoch 1998 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 2530.4 ms [2021-03-03 06:08:18 main:574] : INFO : Epoch 1999 | loss: 0.0311661 | val_loss: 0.03117 | Time: 2545.1 ms [2021-03-03 06:08:21 main:574] : INFO : Epoch 2000 | loss: 0.031163 | val_loss: 0.0311684 | Time: 2532.78 ms [2021-03-03 06:08:23 main:574] : INFO : Epoch 2001 | loss: 0.031164 | val_loss: 0.0311691 | Time: 2535.98 ms [2021-03-03 06:08:26 main:574] : INFO : Epoch 2002 | loss: 0.0311644 | val_loss: 0.0311692 | Time: 2545.2 ms [2021-03-03 06:08:29 main:574] : INFO : Epoch 2003 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 2539.07 ms [2021-03-03 06:08:31 main:574] : INFO : Epoch 2004 | loss: 0.0311632 | val_loss: 0.0311684 | Time: 2536.76 ms [2021-03-03 06:08:34 main:574] : INFO : Epoch 2005 | loss: 0.0311631 | val_loss: 0.0311719 | Time: 2554.33 ms [2021-03-03 06:08:36 main:574] : INFO : Epoch 2006 | loss: 0.0311655 | val_loss: 0.0311775 | Time: 2539.67 ms [2021-03-03 06:08:39 main:574] : INFO : Epoch 2007 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 2539.76 ms [2021-03-03 06:08:42 main:574] : INFO : Epoch 2008 | loss: 0.0311622 | val_loss: 0.0311692 | Time: 2539.94 ms [2021-03-03 06:08:44 main:574] : INFO : Epoch 2009 | loss: 0.031161 | val_loss: 0.0311702 | Time: 2546.07 ms [2021-03-03 06:08:47 main:574] : INFO : Epoch 2010 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 2572.98 ms [2021-03-03 06:08:50 main:574] : INFO : Epoch 2011 | loss: 0.0311624 | val_loss: 0.0311771 | Time: 2536.6 ms [2021-03-03 06:08:52 main:574] : INFO : Epoch 2012 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 2542.58 ms [2021-03-03 06:08:55 main:574] : INFO : Epoch 2013 | loss: 0.0311608 | val_loss: 0.0311703 | Time: 2551.25 ms [2021-03-03 06:08:58 main:574] : INFO : Epoch 2014 | loss: 0.03116 | val_loss: 0.0311712 | Time: 2521.47 ms [2021-03-03 06:09:00 main:574] : INFO : Epoch 2015 | loss: 0.031163 | val_loss: 0.0311697 | Time: 2539.82 ms [2021-03-03 06:09:03 main:574] : INFO : Epoch 2016 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 2544.31 ms [2021-03-03 06:09:05 main:574] : INFO : Epoch 2017 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 2530.87 ms [2021-03-03 06:09:08 main:574] : INFO : Epoch 2018 | loss: 0.0311625 | val_loss: 0.0311767 | Time: 2539.57 ms [2021-03-03 06:09:11 main:574] : INFO : Epoch 2019 | loss: 0.0311646 | val_loss: 0.0311782 | Time: 2535.77 ms [2021-03-03 06:09:13 main:574] : INFO : Epoch 2020 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 2541.57 ms [2021-03-03 06:09:16 main:574] : INFO : Epoch 2021 | loss: 0.031168 | val_loss: 0.0311769 | Time: 2541.02 ms [2021-03-03 06:09:19 main:574] : INFO : Epoch 2022 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 2538.14 ms [2021-03-03 06:09:21 main:574] : INFO : Epoch 2023 | loss: 0.0311638 | val_loss: 0.0311748 | Time: 2528.02 ms [2021-03-03 06:09:24 main:574] : INFO : Epoch 2024 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 2537.93 ms [2021-03-03 06:09:26 main:574] : INFO : Epoch 2025 | loss: 0.0311631 | val_loss: 0.0311749 | Time: 2533.63 ms [2021-03-03 06:09:29 main:574] : INFO : Epoch 2026 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 2540.42 ms [2021-03-03 06:09:32 main:574] : INFO : Epoch 2027 | loss: 0.0311631 | val_loss: 0.031174 | Time: 2535.65 ms [2021-03-03 06:09:34 main:574] : INFO : Epoch 2028 | loss: 0.0311624 | val_loss: 0.0311751 | Time: 2533.71 ms [2021-03-03 06:09:37 main:574] : INFO : Epoch 2029 | loss: 0.0311621 | val_loss: 0.0311995 | Time: 2544.83 ms [2021-03-03 06:09:39 main:574] : INFO : Epoch 2030 | loss: 0.0311663 | val_loss: 0.0311777 | Time: 2538.48 ms [2021-03-03 06:09:42 main:574] : INFO : Epoch 2031 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 2540.29 ms [2021-03-03 06:09:45 main:574] : INFO : Epoch 2032 | loss: 0.0311637 | val_loss: 0.0311748 | Time: 2549.98 ms [2021-03-03 06:09:47 main:574] : INFO : Epoch 2033 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 2526.97 ms [2021-03-03 06:09:50 main:574] : INFO : Epoch 2034 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 2545.16 ms [2021-03-03 06:09:53 main:574] : INFO : Epoch 2035 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 2548.57 ms [2021-03-03 06:09:55 main:574] : INFO : Epoch 2036 | loss: 0.0311622 | val_loss: 0.0311736 | Time: 2533.67 ms [2021-03-03 06:09:58 main:574] : INFO : Epoch 2037 | loss: 0.0311619 | val_loss: 0.0311746 | Time: 2540.19 ms [2021-03-03 06:10:00 main:574] : INFO : Epoch 2038 | loss: 0.031163 | val_loss: 0.031177 | Time: 2538.55 ms [2021-03-03 06:10:03 main:574] : INFO : Epoch 2039 | loss: 0.0311618 | val_loss: 0.0311759 | Time: 2529.74 ms [2021-03-03 06:10:06 main:574] : INFO : Epoch 2040 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 2540.54 ms [2021-03-03 06:10:08 main:574] : INFO : Epoch 2041 | loss: 0.03116 | val_loss: 0.0311751 | Time: 2528.1 ms [2021-03-03 06:10:11 main:574] : INFO : Epoch 2042 | loss: 0.0311609 | val_loss: 0.0311765 | Time: 2531.21 ms [2021-03-03 06:10:13 main:574] : INFO : Epoch 2043 | loss: 0.03117 | val_loss: 0.0311769 | Time: 2553.3 ms [2021-03-03 06:10:16 main:574] : INFO : Epoch 2044 | loss: 0.031173 | val_loss: 0.0311729 | Time: 2534.54 ms [2021-03-03 06:10:19 main:574] : INFO : Epoch 2045 | loss: 0.0311692 | val_loss: 0.0311731 | Time: 2536.24 ms [2021-03-03 06:10:21 main:574] : INFO : Epoch 2046 | loss: 0.0311691 | val_loss: 0.0311709 | Time: 2547.94 ms [2021-03-03 06:10:24 main:574] : INFO : Epoch 2047 | loss: 0.0311677 | val_loss: 0.0311715 | Time: 2541.8 ms [2021-03-03 06:10:27 main:574] : INFO : Epoch 2048 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 2553.99 ms [2021-03-03 06:10:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311727 [2021-03-03 06:10:27 main:603] : INFO : Saving end state to config to file [2021-03-03 06:10:27 main:608] : INFO : Success, exiting.. 06:10:27 (3024): 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)