Task 5223770
| Name | ParityMachine-1619236723-31148-3_0 |
| Workunit | 3142998 |
| Created | 23 May 2021, 19:35:27 UTC |
| Sent | 28 May 2021, 15:51:59 UTC |
| Report deadline | 4 Jun 2021, 15:51:59 UTC |
| Received | 28 May 2021, 22:44:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 5 hours 51 min |
| CPU time | 5 hours 29 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0311772 | Time: 10336.3 ms [2021-05-28 22:21:38 main:574] : INFO : Epoch 1542 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 9999.77 ms [2021-05-28 22:21:48 main:574] : INFO : Epoch 1543 | loss: 0.0311814 | val_loss: 0.0311787 | Time: 10158 ms [2021-05-28 22:21:59 main:574] : INFO : Epoch 1544 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 10941.7 ms [2021-05-28 22:22:09 main:574] : INFO : Epoch 1545 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 9749.12 ms [2021-05-28 22:22:19 main:574] : INFO : Epoch 1546 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 9721.62 ms [2021-05-28 22:22:29 main:574] : INFO : Epoch 1547 | loss: 0.031173 | val_loss: 0.0311767 | Time: 10084.7 ms [2021-05-28 22:22:39 main:574] : INFO : Epoch 1548 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 9498.11 ms [2021-05-28 22:22:48 main:574] : INFO : Epoch 1549 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 9425.89 ms [2021-05-28 22:22:58 main:574] : INFO : Epoch 1550 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 9628.57 ms [2021-05-28 22:23:08 main:574] : INFO : Epoch 1551 | loss: 0.0311696 | val_loss: 0.0311753 | Time: 9669.99 ms [2021-05-28 22:23:18 main:574] : INFO : Epoch 1552 | loss: 0.0311697 | val_loss: 0.0311754 | Time: 10123 ms [2021-05-28 22:23:28 main:574] : INFO : Epoch 1553 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 9847.22 ms [2021-05-28 22:23:38 main:574] : INFO : Epoch 1554 | loss: 0.031169 | val_loss: 0.0311747 | Time: 10251.6 ms [2021-05-28 22:23:47 main:574] : INFO : Epoch 1555 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 9417.18 ms [2021-05-28 22:23:57 main:574] : INFO : Epoch 1556 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 9924.19 ms [2021-05-28 22:24:07 main:574] : INFO : Epoch 1557 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 9696.74 ms [2021-05-28 22:24:17 main:574] : INFO : Epoch 1558 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 9939.1 ms [2021-05-28 22:24:27 main:574] : INFO : Epoch 1559 | loss: 0.0311673 | val_loss: 0.0311736 | Time: 9682.73 ms [2021-05-28 22:24:37 main:574] : INFO : Epoch 1560 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 10310.5 ms [2021-05-28 22:24:47 main:574] : INFO : Epoch 1561 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 9477.4 ms [2021-05-28 22:24:57 main:574] : INFO : Epoch 1562 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 9699.45 ms [2021-05-28 22:25:06 main:574] : INFO : Epoch 1563 | loss: 0.0311667 | val_loss: 0.0311742 | Time: 9670.7 ms [2021-05-28 22:25:16 main:574] : INFO : Epoch 1564 | loss: 0.0311666 | val_loss: 0.0311735 | Time: 10173.3 ms [2021-05-28 22:25:26 main:574] : INFO : Epoch 1565 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 9846.97 ms [2021-05-28 22:25:36 main:574] : INFO : Epoch 1566 | loss: 0.031172 | val_loss: 0.0311729 | Time: 10019 ms [2021-05-28 22:25:46 main:574] : INFO : Epoch 1567 | loss: 0.0311715 | val_loss: 0.0311732 | Time: 9791.89 ms [2021-05-28 22:25:56 main:574] : INFO : Epoch 1568 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 9805 ms [2021-05-28 22:26:06 main:574] : INFO : Epoch 1569 | loss: 0.0311682 | val_loss: 0.0311733 | Time: 9699.06 ms [2021-05-28 22:26:16 main:574] : INFO : Epoch 1570 | loss: 0.031168 | val_loss: 0.0311792 | Time: 9952.62 ms [2021-05-28 22:26:25 main:574] : INFO : Epoch 1571 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 9583.1 ms [2021-05-28 22:26:35 main:574] : INFO : Epoch 1572 | loss: 0.0311669 | val_loss: 0.0311702 | Time: 9621.93 ms [2021-05-28 22:26:45 main:574] : INFO : Epoch 1573 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 9632.45 ms [2021-05-28 22:26:56 main:574] : INFO : Epoch 1574 | loss: 0.0311637 | val_loss: 0.0311706 | Time: 10720.7 ms [2021-05-28 22:27:06 main:574] : INFO : Epoch 1575 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 10486.2 ms [2021-05-28 22:27:16 main:574] : INFO : Epoch 1576 | loss: 0.0311648 | val_loss: 0.0311711 | Time: 10074.1 ms [2021-05-28 22:27:27 main:574] : INFO : Epoch 1577 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 10726.8 ms [2021-05-28 22:27:37 main:574] : INFO : Epoch 1578 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 9844.56 ms [2021-05-28 22:27:47 main:574] : INFO : Epoch 1579 | loss: 0.031163 | val_loss: 0.0311705 | Time: 9833.24 ms [2021-05-28 22:27:57 main:574] : INFO : Epoch 1580 | loss: 0.0311641 | val_loss: 0.0311736 | Time: 9591.52 ms [2021-05-28 22:28:07 main:574] : INFO : Epoch 1581 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 10247.8 ms [2021-05-28 22:28:16 main:574] : INFO : Epoch 1582 | loss: 0.031163 | val_loss: 0.0311694 | Time: 8952.67 ms [2021-05-28 22:28:26 main:574] : INFO : Epoch 1583 | loss: 0.0311614 | val_loss: 0.0311705 | Time: 9909.8 ms [2021-05-28 22:28:36 main:574] : INFO : Epoch 1584 | loss: 0.0311609 | val_loss: 0.0311726 | Time: 10150.7 ms [2021-05-28 22:28:46 main:574] : INFO : Epoch 1585 | loss: 0.031162 | val_loss: 0.0311699 | Time: 9668.97 ms [2021-05-28 22:28:55 main:574] : INFO : Epoch 1586 | loss: 0.0311608 | val_loss: 0.031169 | Time: 9458.71 ms [2021-05-28 22:29:06 main:574] : INFO : Epoch 1587 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 10310.8 ms [2021-05-28 22:29:15 main:574] : INFO : Epoch 1588 | loss: 0.0311599 | val_loss: 0.0311738 | Time: 9726.6 ms [2021-05-28 22:29:25 main:574] : INFO : Epoch 1589 | loss: 0.03116 | val_loss: 0.0311737 | Time: 9802.87 ms [2021-05-28 22:29:35 main:574] : INFO : Epoch 1590 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 9988.31 ms [2021-05-28 22:29:45 main:574] : INFO : Epoch 1591 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 9815.93 ms [2021-05-28 22:29:55 main:574] : INFO : Epoch 1592 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 10354.2 ms [2021-05-28 22:30:05 main:574] : INFO : Epoch 1593 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 9477.91 ms [2021-05-28 22:30:14 main:574] : INFO : Epoch 1594 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 9425.78 ms [2021-05-28 22:30:24 main:574] : INFO : Epoch 1595 | loss: 0.0311592 | val_loss: 0.0311684 | Time: 9928.24 ms [2021-05-28 22:30:34 main:574] : INFO : Epoch 1596 | loss: 0.031158 | val_loss: 0.0311682 | Time: 9794.25 ms [2021-05-28 22:30:44 main:574] : INFO : Epoch 1597 | loss: 0.031159 | val_loss: 0.0311683 | Time: 9807.29 ms [2021-05-28 22:30:54 main:574] : INFO : Epoch 1598 | loss: 0.0311564 | val_loss: 0.031169 | Time: 9685.71 ms [2021-05-28 22:31:03 main:574] : INFO : Epoch 1599 | loss: 0.0311562 | val_loss: 0.031169 | Time: 9687 ms [2021-05-28 22:31:14 main:574] : INFO : Epoch 1600 | loss: 0.0311588 | val_loss: 0.0311685 | Time: 9983.02 ms [2021-05-28 22:31:23 main:574] : INFO : Epoch 1601 | loss: 0.0311574 | val_loss: 0.0311664 | Time: 9690.92 ms [2021-05-28 22:31:34 main:574] : INFO : Epoch 1602 | loss: 0.0311566 | val_loss: 0.0311692 | Time: 10280.4 ms [2021-05-28 22:31:43 main:574] : INFO : Epoch 1603 | loss: 0.031156 | val_loss: 0.0311672 | Time: 9694.59 ms [2021-05-28 22:31:53 main:574] : INFO : Epoch 1604 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 9926.38 ms [2021-05-28 22:32:02 main:574] : INFO : Epoch 1605 | loss: 0.031157 | val_loss: 0.0311666 | Time: 9130 ms [2021-05-28 22:32:12 main:574] : INFO : Epoch 1606 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 9814.96 ms [2021-05-28 22:32:22 main:574] : INFO : Epoch 1607 | loss: 0.0311573 | val_loss: 0.0311666 | Time: 9634.76 ms [2021-05-28 22:32:32 main:574] : INFO : Epoch 1608 | loss: 0.0311578 | val_loss: 0.0311668 | Time: 10013.2 ms [2021-05-28 22:32:42 main:574] : INFO : Epoch 1609 | loss: 0.0311581 | val_loss: 0.0311664 | Time: 9815.19 ms [2021-05-28 22:32:52 main:574] : INFO : Epoch 1610 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 10229.7 ms [2021-05-28 22:33:02 main:574] : INFO : Epoch 1611 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 10166.3 ms [2021-05-28 22:33:13 main:574] : INFO : Epoch 1612 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 10133.3 ms [2021-05-28 22:33:23 main:574] : INFO : Epoch 1613 | loss: 0.0311559 | val_loss: 0.0311698 | Time: 10475.2 ms [2021-05-28 22:33:34 main:574] : INFO : Epoch 1614 | loss: 0.0311554 | val_loss: 0.0311663 | Time: 10363.8 ms [2021-05-28 22:33:43 main:574] : INFO : Epoch 1615 | loss: 0.0311544 | val_loss: 0.0311674 | Time: 9526.53 ms [2021-05-28 22:33:52 main:574] : INFO : Epoch 1616 | loss: 0.0311549 | val_loss: 0.0311663 | Time: 9323.47 ms [2021-05-28 22:34:01 main:574] : INFO : Epoch 1617 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 8917.97 ms [2021-05-28 22:34:12 main:574] : INFO : Epoch 1618 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 10094.9 ms [2021-05-28 22:34:22 main:574] : INFO : Epoch 1619 | loss: 0.031154 | val_loss: 0.0311687 | Time: 9675.33 ms [2021-05-28 22:34:32 main:574] : INFO : Epoch 1620 | loss: 0.0311538 | val_loss: 0.0311649 | Time: 9961.08 ms [2021-05-28 22:34:42 main:574] : INFO : Epoch 1621 | loss: 0.0311564 | val_loss: 0.0311707 | Time: 10495.9 ms [2021-05-28 22:34:52 main:574] : INFO : Epoch 1622 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 10180.1 ms [2021-05-28 22:35:02 main:574] : INFO : Epoch 1623 | loss: 0.0311723 | val_loss: 0.031172 | Time: 9834.13 ms [2021-05-28 22:35:12 main:574] : INFO : Epoch 1624 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 9687.12 ms [2021-05-28 22:35:22 main:574] : INFO : Epoch 1625 | loss: 0.0311541 | val_loss: 0.0311659 | Time: 9539.45 ms [2021-05-28 22:35:31 main:574] : INFO : Epoch 1626 | loss: 0.0311543 | val_loss: 0.0311664 | Time: 9621.39 ms [2021-05-28 22:35:41 main:574] : INFO : Epoch 1627 | loss: 0.0311534 | val_loss: 0.031166 | Time: 9957.15 ms [2021-05-28 22:35:51 main:574] : INFO : Epoch 1628 | loss: 0.0311541 | val_loss: 0.0311712 | Time: 9708.05 ms [2021-05-28 22:36:01 main:574] : INFO : Epoch 1629 | loss: 0.0311572 | val_loss: 0.0311657 | Time: 9659.3 ms [2021-05-28 22:36:10 main:574] : INFO : Epoch 1630 | loss: 0.0311571 | val_loss: 0.0311733 | Time: 9682.3 ms [2021-05-28 22:36:20 main:574] : INFO : Epoch 1631 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 9663 ms [2021-05-28 22:36:30 main:574] : INFO : Epoch 1632 | loss: 0.031161 | val_loss: 0.0311669 | Time: 9450.25 ms [2021-05-28 22:36:39 main:574] : INFO : Epoch 1633 | loss: 0.0311594 | val_loss: 0.0311641 | Time: 9794.33 ms [2021-05-28 22:36:49 main:574] : INFO : Epoch 1634 | loss: 0.0311583 | val_loss: 0.0311684 | Time: 9573.29 ms [2021-05-28 22:36:58 main:574] : INFO : Epoch 1635 | loss: 0.0311593 | val_loss: 0.0311643 | Time: 9491 ms [2021-05-28 22:37:08 main:574] : INFO : Epoch 1636 | loss: 0.0311561 | val_loss: 0.0311635 | Time: 9615.49 ms [2021-05-28 22:37:18 main:574] : INFO : Epoch 1637 | loss: 0.0311545 | val_loss: 0.03116 | Time: 9882.32 ms [2021-05-28 22:37:28 main:574] : INFO : Epoch 1638 | loss: 0.0311535 | val_loss: 0.0311607 | Time: 9606.48 ms [2021-05-28 22:37:37 main:574] : INFO : Epoch 1639 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 9568.64 ms [2021-05-28 22:37:47 main:574] : INFO : Epoch 1640 | loss: 0.0311534 | val_loss: 0.0311597 | Time: 9828.35 ms [2021-05-28 22:37:57 main:574] : INFO : Epoch 1641 | loss: 0.031157 | val_loss: 0.0311639 | Time: 9596.06 ms [2021-05-28 22:38:06 main:574] : INFO : Epoch 1642 | loss: 0.0311548 | val_loss: 0.0311589 | Time: 9650.75 ms [2021-05-28 22:38:17 main:574] : INFO : Epoch 1643 | loss: 0.031152 | val_loss: 0.0311605 | Time: 10151.4 ms [2021-05-28 22:38:26 main:574] : INFO : Epoch 1644 | loss: 0.0311531 | val_loss: 0.0311627 | Time: 9841.58 ms [2021-05-28 22:38:36 main:574] : INFO : Epoch 1645 | loss: 0.0311549 | val_loss: 0.0311626 | Time: 9741.01 ms [2021-05-28 22:38:46 main:574] : INFO : Epoch 1646 | loss: 0.0311553 | val_loss: 0.0311632 | Time: 9838.63 ms [2021-05-28 22:38:55 main:574] : INFO : Epoch 1647 | loss: 0.0311553 | val_loss: 0.0311628 | Time: 9365.3 ms [2021-05-28 22:39:05 main:574] : INFO : Epoch 1648 | loss: 0.0311543 | val_loss: 0.0311622 | Time: 9503.67 ms [2021-05-28 22:39:15 main:574] : INFO : Epoch 1649 | loss: 0.0311542 | val_loss: 0.0311638 | Time: 10095.4 ms [2021-05-28 22:39:25 main:574] : INFO : Epoch 1650 | loss: 0.0311542 | val_loss: 0.031164 | Time: 9878.58 ms [2021-05-28 22:39:35 main:574] : INFO : Epoch 1651 | loss: 0.0311543 | val_loss: 0.0311622 | Time: 9712.94 ms [2021-05-28 22:39:45 main:574] : INFO : Epoch 1652 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 9718.66 ms [2021-05-28 22:39:54 main:574] : INFO : Epoch 1653 | loss: 0.0311542 | val_loss: 0.0311656 | Time: 9394.45 ms [2021-05-28 22:40:04 main:574] : INFO : Epoch 1654 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 9928.1 ms [2021-05-28 22:40:14 main:574] : INFO : Epoch 1655 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 9582.48 ms [2021-05-28 22:40:23 main:574] : INFO : Epoch 1656 | loss: 0.0311552 | val_loss: 0.0311685 | Time: 9879.24 ms [2021-05-28 22:40:33 main:574] : INFO : Epoch 1657 | loss: 0.0311549 | val_loss: 0.0311613 | Time: 9668.96 ms [2021-05-28 22:40:43 main:574] : INFO : Epoch 1658 | loss: 0.0311526 | val_loss: 0.0311622 | Time: 9898.9 ms [2021-05-28 22:40:53 main:574] : INFO : Epoch 1659 | loss: 0.0311525 | val_loss: 0.0311617 | Time: 9893.63 ms [2021-05-28 22:41:03 main:574] : INFO : Epoch 1660 | loss: 0.0311534 | val_loss: 0.0311643 | Time: 9670.17 ms [2021-05-28 22:41:12 main:574] : INFO : Epoch 1661 | loss: 0.0311533 | val_loss: 0.0311626 | Time: 9693.38 ms [2021-05-28 22:41:22 main:574] : INFO : Epoch 1662 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 9461.14 ms [2021-05-28 22:41:31 main:574] : INFO : Epoch 1663 | loss: 0.0311517 | val_loss: 0.0311609 | Time: 8906.63 ms [2021-05-28 22:41:41 main:574] : INFO : Epoch 1664 | loss: 0.0311505 | val_loss: 0.0311607 | Time: 9850.59 ms [2021-05-28 22:41:51 main:574] : INFO : Epoch 1665 | loss: 0.0311492 | val_loss: 0.0311609 | Time: 9952.65 ms [2021-05-28 22:42:01 main:574] : INFO : Epoch 1666 | loss: 0.0311499 | val_loss: 0.0311623 | Time: 9976.72 ms [2021-05-28 22:42:11 main:574] : INFO : Epoch 1667 | loss: 0.0311499 | val_loss: 0.0311622 | Time: 9574.72 ms [2021-05-28 22:42:21 main:574] : INFO : Epoch 1668 | loss: 0.0311509 | val_loss: 0.031161 | Time: 9884.67 ms [2021-05-28 22:42:31 main:574] : INFO : Epoch 1669 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 10074.3 ms [2021-05-28 22:42:40 main:574] : INFO : Epoch 1670 | loss: 0.0311552 | val_loss: 0.0311631 | Time: 9549.37 ms [2021-05-28 22:42:50 main:574] : INFO : Epoch 1671 | loss: 0.031153 | val_loss: 0.0311675 | Time: 9991.72 ms [2021-05-28 22:43:00 main:574] : INFO : Epoch 1672 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 9808.76 ms [2021-05-28 22:43:10 main:574] : INFO : Epoch 1673 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 9731.36 ms [2021-05-28 22:43:19 main:574] : INFO : Epoch 1674 | loss: 0.0311516 | val_loss: 0.0311706 | Time: 9387.56 ms [2021-05-28 22:43:29 main:574] : INFO : Epoch 1675 | loss: 0.0311606 | val_loss: 0.0311764 | Time: 9880.58 ms [2021-05-28 22:43:39 main:574] : INFO : Epoch 1676 | loss: 0.0311622 | val_loss: 0.0311666 | Time: 9812.5 ms [2021-05-28 22:43:49 main:574] : INFO : Epoch 1677 | loss: 0.0311569 | val_loss: 0.0311665 | Time: 9690.24 ms [2021-05-28 22:43:59 main:574] : INFO : Epoch 1678 | loss: 0.031154 | val_loss: 0.0311607 | Time: 9614.79 ms [2021-05-28 22:44:08 main:574] : INFO : Epoch 1679 | loss: 0.0311537 | val_loss: 0.0311648 | Time: 9811.99 ms [2021-05-28 22:44:18 main:574] : INFO : Epoch 1680 | loss: 0.0311524 | val_loss: 0.0311637 | Time: 9962.39 ms [2021-05-28 22:44:28 main:574] : INFO : Epoch 1681 | loss: 0.03115 | val_loss: 0.0311629 | Time: 9669.87 ms [2021-05-28 22:44:38 main:574] : INFO : Epoch 1682 | loss: 0.0311502 | val_loss: 0.0311616 | Time: 9739.13 ms [2021-05-28 22:44:48 main:574] : INFO : Epoch 1683 | loss: 0.0311492 | val_loss: 0.0311653 | Time: 9888.54 ms [2021-05-28 22:44:58 main:574] : INFO : Epoch 1684 | loss: 0.0311507 | val_loss: 0.0311638 | Time: 10076 ms [2021-05-28 22:45:08 main:574] : INFO : Epoch 1685 | loss: 0.0311497 | val_loss: 0.0311649 | Time: 9842.23 ms [2021-05-28 22:45:18 main:574] : INFO : Epoch 1686 | loss: 0.0311486 | val_loss: 0.031162 | Time: 9507.05 ms [2021-05-28 22:45:27 main:574] : INFO : Epoch 1687 | loss: 0.0311489 | val_loss: 0.0311659 | Time: 9579.35 ms [2021-05-28 22:45:37 main:574] : INFO : Epoch 1688 | loss: 0.0311499 | val_loss: 0.031169 | Time: 9812.21 ms [2021-05-28 22:45:47 main:574] : INFO : Epoch 1689 | loss: 0.0311498 | val_loss: 0.0311658 | Time: 10058.3 ms [2021-05-28 22:45:57 main:574] : INFO : Epoch 1690 | loss: 0.0311492 | val_loss: 0.0311664 | Time: 9681.1 ms [2021-05-28 22:46:07 main:574] : INFO : Epoch 1691 | loss: 0.0311494 | val_loss: 0.0311641 | Time: 9919.37 ms [2021-05-28 22:46:17 main:574] : INFO : Epoch 1692 | loss: 0.0311506 | val_loss: 0.0311715 | Time: 9406.35 ms [2021-05-28 22:46:26 main:574] : INFO : Epoch 1693 | loss: 0.0311527 | val_loss: 0.0311662 | Time: 9607.88 ms [2021-05-28 22:46:36 main:574] : INFO : Epoch 1694 | loss: 0.0311533 | val_loss: 0.0311685 | Time: 9856.25 ms [2021-05-28 22:46:47 main:574] : INFO : Epoch 1695 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 10381.1 ms [2021-05-28 22:46:57 main:574] : INFO : Epoch 1696 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 10200.2 ms [2021-05-28 22:47:07 main:574] : INFO : Epoch 1697 | loss: 0.0311561 | val_loss: 0.0311666 | Time: 9708 ms [2021-05-28 22:47:17 main:574] : INFO : Epoch 1698 | loss: 0.0311522 | val_loss: 0.0311645 | Time: 10083.6 ms [2021-05-28 22:47:26 main:574] : INFO : Epoch 1699 | loss: 0.0311519 | val_loss: 0.031164 | Time: 9580.1 ms [2021-05-28 22:47:36 main:574] : INFO : Epoch 1700 | loss: 0.0311523 | val_loss: 0.0311638 | Time: 9821.51 ms [2021-05-28 22:47:46 main:574] : INFO : Epoch 1701 | loss: 0.0311524 | val_loss: 0.0311636 | Time: 9674.4 ms [2021-05-28 22:47:56 main:574] : INFO : Epoch 1702 | loss: 0.0311499 | val_loss: 0.0311651 | Time: 10063.9 ms [2021-05-28 22:48:06 main:574] : INFO : Epoch 1703 | loss: 0.0311484 | val_loss: 0.0311637 | Time: 9868.42 ms [2021-05-28 22:48:16 main:574] : INFO : Epoch 1704 | loss: 0.031147 | val_loss: 0.0311619 | Time: 9974.16 ms [2021-05-28 22:48:26 main:574] : INFO : Epoch 1705 | loss: 0.0311472 | val_loss: 0.0311645 | Time: 9724.84 ms [2021-05-28 22:48:36 main:574] : INFO : Epoch 1706 | loss: 0.0311477 | val_loss: 0.0311644 | Time: 9897.71 ms [2021-05-28 22:48:45 main:574] : INFO : Epoch 1707 | loss: 0.0311473 | val_loss: 0.0311624 | Time: 9724.25 ms [2021-05-28 22:48:55 main:574] : INFO : Epoch 1708 | loss: 0.0311482 | val_loss: 0.0311639 | Time: 9532.4 ms [2021-05-28 22:49:05 main:574] : INFO : Epoch 1709 | loss: 0.0311467 | val_loss: 0.0311666 | Time: 9845.31 ms [2021-05-28 22:49:15 main:574] : INFO : Epoch 1710 | loss: 0.0311472 | val_loss: 0.0311626 | Time: 9660.53 ms [2021-05-28 22:49:24 main:574] : INFO : Epoch 1711 | loss: 0.0311477 | val_loss: 0.0311651 | Time: 9310.98 ms [2021-05-28 22:49:34 main:574] : INFO : Epoch 1712 | loss: 0.031146 | val_loss: 0.0311627 | Time: 9982.12 ms [2021-05-28 22:49:44 main:574] : INFO : Epoch 1713 | loss: 0.031145 | val_loss: 0.0311625 | Time: 9722.78 ms [2021-05-28 22:49:53 main:574] : INFO : Epoch 1714 | loss: 0.0311478 | val_loss: 0.0311719 | Time: 9710.03 ms [2021-05-28 22:50:03 main:574] : INFO : Epoch 1715 | loss: 0.0311509 | val_loss: 0.0311662 | Time: 9823.13 ms [2021-05-28 22:50:13 main:574] : INFO : Epoch 1716 | loss: 0.0311464 | val_loss: 0.0311645 | Time: 9574.92 ms [2021-05-28 22:50:23 main:574] : INFO : Epoch 1717 | loss: 0.0311471 | val_loss: 0.0311647 | Time: 9909.89 ms [2021-05-28 22:50:33 main:574] : INFO : Epoch 1718 | loss: 0.0311471 | val_loss: 0.031164 | Time: 10158.9 ms [2021-05-28 22:50:43 main:574] : INFO : Epoch 1719 | loss: 0.0311478 | val_loss: 0.0311648 | Time: 10093 ms [2021-05-28 22:50:53 main:574] : INFO : Epoch 1720 | loss: 0.0311453 | val_loss: 0.0311623 | Time: 9434.84 ms [2021-05-28 22:51:03 main:574] : INFO : Epoch 1721 | loss: 0.0311456 | val_loss: 0.0311674 | Time: 10186.8 ms [2021-05-28 22:51:13 main:574] : INFO : Epoch 1722 | loss: 0.0311451 | val_loss: 0.0311651 | Time: 9580.67 ms [2021-05-28 22:51:23 main:574] : INFO : Epoch 1723 | loss: 0.0311447 | val_loss: 0.0311646 | Time: 10219.4 ms [2021-05-28 22:51:33 main:574] : INFO : Epoch 1724 | loss: 0.0311442 | val_loss: 0.0311636 | Time: 9874.46 ms [2021-05-28 22:51:42 main:574] : INFO : Epoch 1725 | loss: 0.0311437 | val_loss: 0.0311681 | Time: 9563.91 ms [2021-05-28 22:51:53 main:574] : INFO : Epoch 1726 | loss: 0.031149 | val_loss: 0.0311666 | Time: 10295.1 ms [2021-05-28 22:52:03 main:574] : INFO : Epoch 1727 | loss: 0.0311522 | val_loss: 0.0311676 | Time: 9782.64 ms [2021-05-28 22:52:13 main:574] : INFO : Epoch 1728 | loss: 0.0311509 | val_loss: 0.0311663 | Time: 10329.2 ms [2021-05-28 22:52:23 main:574] : INFO : Epoch 1729 | loss: 0.0311521 | val_loss: 0.0311611 | Time: 9576.45 ms [2021-05-28 22:52:32 main:574] : INFO : Epoch 1730 | loss: 0.0311492 | val_loss: 0.0311623 | Time: 9464.65 ms [2021-05-28 22:52:41 main:574] : INFO : Epoch 1731 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 9201.55 ms [2021-05-28 22:52:51 main:574] : INFO : Epoch 1732 | loss: 0.0311467 | val_loss: 0.0311616 | Time: 9338.33 ms [2021-05-28 22:53:00 main:574] : INFO : Epoch 1733 | loss: 0.0311469 | val_loss: 0.0311631 | Time: 9798.71 ms [2021-05-28 22:53:10 main:574] : INFO : Epoch 1734 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 9879.19 ms [2021-05-28 22:53:20 main:574] : INFO : Epoch 1735 | loss: 0.031146 | val_loss: 0.0311607 | Time: 9898.89 ms [2021-05-28 22:53:30 main:574] : INFO : Epoch 1736 | loss: 0.0311466 | val_loss: 0.0311624 | Time: 9844.63 ms [2021-05-28 22:53:40 main:574] : INFO : Epoch 1737 | loss: 0.0311463 | val_loss: 0.0311633 | Time: 9882.96 ms [2021-05-28 22:53:50 main:574] : INFO : Epoch 1738 | loss: 0.0311478 | val_loss: 0.0311592 | Time: 9606.1 ms [2021-05-28 22:54:00 main:574] : INFO : Epoch 1739 | loss: 0.0311444 | val_loss: 0.0311615 | Time: 9816.65 ms [2021-05-28 22:54:09 main:574] : INFO : Epoch 1740 | loss: 0.031145 | val_loss: 0.0311634 | Time: 9660.54 ms [2021-05-28 22:54:19 main:574] : INFO : Epoch 1741 | loss: 0.031145 | val_loss: 0.0311621 | Time: 9899.27 ms [2021-05-28 22:54:29 main:574] : INFO : Epoch 1742 | loss: 0.0311439 | val_loss: 0.0311641 | Time: 9766.51 ms [2021-05-28 22:54:39 main:574] : INFO : Epoch 1743 | loss: 0.0311467 | val_loss: 0.0311625 | Time: 9535.56 ms [2021-05-28 22:54:48 main:574] : INFO : Epoch 1744 | loss: 0.0311447 | val_loss: 0.0311629 | Time: 9381.09 ms [2021-05-28 22:54:58 main:574] : INFO : Epoch 1745 | loss: 0.0311441 | val_loss: 0.031163 | Time: 9555.24 ms [2021-05-28 22:55:08 main:574] : INFO : Epoch 1746 | loss: 0.0311444 | val_loss: 0.0311641 | Time: 10006.3 ms [2021-05-28 22:55:18 main:574] : INFO : Epoch 1747 | loss: 0.0311461 | val_loss: 0.0311638 | Time: 10467.5 ms [2021-05-28 22:55:29 main:574] : INFO : Epoch 1748 | loss: 0.0311457 | val_loss: 0.0311643 | Time: 10385.2 ms [2021-05-28 22:55:39 main:574] : INFO : Epoch 1749 | loss: 0.0311453 | val_loss: 0.0311659 | Time: 10131.6 ms [2021-05-28 22:55:50 main:574] : INFO : Epoch 1750 | loss: 0.0311451 | val_loss: 0.0311664 | Time: 10433 ms [2021-05-28 22:55:59 main:574] : INFO : Epoch 1751 | loss: 0.0311475 | val_loss: 0.0311655 | Time: 9539.4 ms [2021-05-28 22:56:09 main:574] : INFO : Epoch 1752 | loss: 0.031148 | val_loss: 0.031169 | Time: 9615.39 ms [2021-05-28 22:56:19 main:574] : INFO : Epoch 1753 | loss: 0.0311438 | val_loss: 0.0311663 | Time: 9694.89 ms [2021-05-28 22:56:28 main:574] : INFO : Epoch 1754 | loss: 0.0311418 | val_loss: 0.0311655 | Time: 9768.35 ms [2021-05-28 22:56:38 main:574] : INFO : Epoch 1755 | loss: 0.0311433 | val_loss: 0.0311648 | Time: 9884.81 ms [2021-05-28 22:56:48 main:574] : INFO : Epoch 1756 | loss: 0.0311441 | val_loss: 0.031166 | Time: 9659.52 ms [2021-05-28 22:56:58 main:574] : INFO : Epoch 1757 | loss: 0.0311448 | val_loss: 0.0311713 | Time: 10044.8 ms [2021-05-28 22:57:08 main:574] : INFO : Epoch 1758 | loss: 0.0311441 | val_loss: 0.0311678 | Time: 9632.63 ms [2021-05-28 22:57:18 main:574] : INFO : Epoch 1759 | loss: 0.0311448 | val_loss: 0.031165 | Time: 10139.3 ms [2021-05-28 22:57:27 main:574] : INFO : Epoch 1760 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 9503.09 ms [2021-05-28 22:57:37 main:574] : INFO : Epoch 1761 | loss: 0.0311419 | val_loss: 0.0311653 | Time: 9640.27 ms [2021-05-28 22:57:47 main:574] : INFO : Epoch 1762 | loss: 0.0311409 | val_loss: 0.0311632 | Time: 9740.76 ms [2021-05-28 22:57:57 main:574] : INFO : Epoch 1763 | loss: 0.0311444 | val_loss: 0.0311609 | Time: 9650.4 ms [2021-05-28 22:58:07 main:574] : INFO : Epoch 1764 | loss: 0.0311462 | val_loss: 0.0311617 | Time: 9904.68 ms [2021-05-28 22:58:16 main:574] : INFO : Epoch 1765 | loss: 0.0311462 | val_loss: 0.0311634 | Time: 9696.56 ms [2021-05-28 22:58:25 main:574] : INFO : Epoch 1766 | loss: 0.0311469 | val_loss: 0.0311625 | Time: 8886 ms [2021-05-28 22:58:35 main:574] : INFO : Epoch 1767 | loss: 0.0311449 | val_loss: 0.0311646 | Time: 9991.08 ms [2021-05-28 22:58:46 main:574] : INFO : Epoch 1768 | loss: 0.0311446 | val_loss: 0.0311629 | Time: 10571.9 ms [2021-05-28 22:58:56 main:574] : INFO : Epoch 1769 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 9670.65 ms [2021-05-28 22:59:05 main:574] : INFO : Epoch 1770 | loss: 0.0311429 | val_loss: 0.0311641 | Time: 9782.23 ms [2021-05-28 22:59:15 main:574] : INFO : Epoch 1771 | loss: 0.0311415 | val_loss: 0.0311647 | Time: 9587.09 ms [2021-05-28 22:59:24 main:574] : INFO : Epoch 1772 | loss: 0.0311443 | val_loss: 0.031166 | Time: 9156.95 ms [2021-05-28 22:59:34 main:574] : INFO : Epoch 1773 | loss: 0.031146 | val_loss: 0.0311616 | Time: 9988.7 ms [2021-05-28 22:59:44 main:574] : INFO : Epoch 1774 | loss: 0.0311437 | val_loss: 0.0311598 | Time: 9603.32 ms [2021-05-28 22:59:54 main:574] : INFO : Epoch 1775 | loss: 0.0311441 | val_loss: 0.0311636 | Time: 10364.3 ms [2021-05-28 23:00:05 main:574] : INFO : Epoch 1776 | loss: 0.0311421 | val_loss: 0.031158 | Time: 10321.5 ms [2021-05-28 23:00:14 main:574] : INFO : Epoch 1777 | loss: 0.0311416 | val_loss: 0.0311605 | Time: 9532 ms [2021-05-28 23:00:25 main:574] : INFO : Epoch 1778 | loss: 0.0311411 | val_loss: 0.0311604 | Time: 10337.4 ms [2021-05-28 23:00:34 main:574] : INFO : Epoch 1779 | loss: 0.0311402 | val_loss: 0.0311649 | Time: 9445.62 ms [2021-05-28 23:00:44 main:574] : INFO : Epoch 1780 | loss: 0.0311405 | val_loss: 0.0311609 | Time: 9893.66 ms [2021-05-28 23:00:54 main:574] : INFO : Epoch 1781 | loss: 0.0311408 | val_loss: 0.0311636 | Time: 9874.71 ms [2021-05-28 23:01:04 main:574] : INFO : Epoch 1782 | loss: 0.0311398 | val_loss: 0.0311669 | Time: 9760.66 ms [2021-05-28 23:01:13 main:574] : INFO : Epoch 1783 | loss: 0.03114 | val_loss: 0.0311648 | Time: 9347.93 ms [2021-05-28 23:01:23 main:574] : INFO : Epoch 1784 | loss: 0.0311419 | val_loss: 0.0311654 | Time: 9473.86 ms [2021-05-28 23:01:32 main:574] : INFO : Epoch 1785 | loss: 0.0311396 | val_loss: 0.0311608 | Time: 9678.31 ms [2021-05-28 23:01:42 main:574] : INFO : Epoch 1786 | loss: 0.0311384 | val_loss: 0.0311582 | Time: 9713.39 ms [2021-05-28 23:01:52 main:574] : INFO : Epoch 1787 | loss: 0.0311375 | val_loss: 0.0311616 | Time: 9643.89 ms [2021-05-28 23:02:02 main:574] : INFO : Epoch 1788 | loss: 0.0311378 | val_loss: 0.0311622 | Time: 10095.3 ms [2021-05-28 23:02:11 main:574] : INFO : Epoch 1789 | loss: 0.03114 | val_loss: 0.0311642 | Time: 9467 ms [2021-05-28 23:02:21 main:574] : INFO : Epoch 1790 | loss: 0.031139 | val_loss: 0.031164 | Time: 9574.28 ms [2021-05-28 23:02:31 main:574] : INFO : Epoch 1791 | loss: 0.0311398 | val_loss: 0.0311645 | Time: 10247.3 ms [2021-05-28 23:02:41 main:574] : INFO : Epoch 1792 | loss: 0.0311415 | val_loss: 0.0311615 | Time: 9657.25 ms [2021-05-28 23:02:51 main:574] : INFO : Epoch 1793 | loss: 0.0311431 | val_loss: 0.0311578 | Time: 9804.94 ms [2021-05-28 23:03:01 main:574] : INFO : Epoch 1794 | loss: 0.0311431 | val_loss: 0.0311578 | Time: 9944.23 ms [2021-05-28 23:03:11 main:574] : INFO : Epoch 1795 | loss: 0.0311412 | val_loss: 0.0311602 | Time: 9897.21 ms [2021-05-28 23:03:21 main:574] : INFO : Epoch 1796 | loss: 0.0311402 | val_loss: 0.03116 | Time: 10224.3 ms [2021-05-28 23:03:31 main:574] : INFO : Epoch 1797 | loss: 0.0311403 | val_loss: 0.0311602 | Time: 9529.6 ms [2021-05-28 23:03:41 main:574] : INFO : Epoch 1798 | loss: 0.0311398 | val_loss: 0.0311604 | Time: 9757.97 ms [2021-05-28 23:03:51 main:574] : INFO : Epoch 1799 | loss: 0.03114 | val_loss: 0.0311606 | Time: 9970.3 ms [2021-05-28 23:04:02 main:574] : INFO : Epoch 1800 | loss: 0.031141 | val_loss: 0.0311648 | Time: 10945.7 ms [2021-05-28 23:04:12 main:574] : INFO : Epoch 1801 | loss: 0.0311408 | val_loss: 0.0311634 | Time: 9894.64 ms [2021-05-28 23:04:21 main:574] : INFO : Epoch 1802 | loss: 0.0311407 | val_loss: 0.0311632 | Time: 9650.51 ms [2021-05-28 23:04:31 main:574] : INFO : Epoch 1803 | loss: 0.0311397 | val_loss: 0.0311697 | Time: 9876.18 ms [2021-05-28 23:04:41 main:574] : INFO : Epoch 1804 | loss: 0.0311373 | val_loss: 0.0311612 | Time: 9709.35 ms [2021-05-28 23:04:51 main:574] : INFO : Epoch 1805 | loss: 0.0311401 | val_loss: 0.0311647 | Time: 9879.01 ms [2021-05-28 23:05:01 main:574] : INFO : Epoch 1806 | loss: 0.031139 | val_loss: 0.0311618 | Time: 9999.44 ms [2021-05-28 23:05:10 main:574] : INFO : Epoch 1807 | loss: 0.0311382 | val_loss: 0.0311591 | Time: 9503.61 ms [2021-05-28 23:05:21 main:574] : INFO : Epoch 1808 | loss: 0.031139 | val_loss: 0.0311611 | Time: 10597.7 ms [2021-05-28 23:05:31 main:574] : INFO : Epoch 1809 | loss: 0.0311398 | val_loss: 0.0311613 | Time: 9601.7 ms [2021-05-28 23:05:40 main:574] : INFO : Epoch 1810 | loss: 0.0311408 | val_loss: 0.0311597 | Time: 9628.09 ms [2021-05-28 23:05:51 main:574] : INFO : Epoch 1811 | loss: 0.0311391 | val_loss: 0.0311584 | Time: 9993.34 ms [2021-05-28 23:06:00 main:574] : INFO : Epoch 1812 | loss: 0.0311387 | val_loss: 0.031161 | Time: 9740.77 ms [2021-05-28 23:06:10 main:574] : INFO : Epoch 1813 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 9525.47 ms [2021-05-28 23:06:20 main:574] : INFO : Epoch 1814 | loss: 0.0311386 | val_loss: 0.0311605 | Time: 9612.32 ms [2021-05-28 23:06:29 main:574] : INFO : Epoch 1815 | loss: 0.0311387 | val_loss: 0.0311639 | Time: 9462.69 ms [2021-05-28 23:06:39 main:574] : INFO : Epoch 1816 | loss: 0.0311389 | val_loss: 0.0311581 | Time: 10409.1 ms [2021-05-28 23:06:49 main:574] : INFO : Epoch 1817 | loss: 0.0311373 | val_loss: 0.0311593 | Time: 9330.94 ms [2021-05-28 23:06:58 main:574] : INFO : Epoch 1818 | loss: 0.0311397 | val_loss: 0.0311597 | Time: 9476.9 ms [2021-05-28 23:07:08 main:574] : INFO : Epoch 1819 | loss: 0.0311471 | val_loss: 0.0311587 | Time: 9887.44 ms [2021-05-28 23:07:18 main:574] : INFO : Epoch 1820 | loss: 0.031148 | val_loss: 0.0311596 | Time: 9720.29 ms [2021-05-28 23:07:28 main:574] : INFO : Epoch 1821 | loss: 0.0311481 | val_loss: 0.0311606 | Time: 9573.25 ms [2021-05-28 23:07:37 main:574] : INFO : Epoch 1822 | loss: 0.0311469 | val_loss: 0.0311592 | Time: 9611.73 ms [2021-05-28 23:07:46 main:574] : INFO : Epoch 1823 | loss: 0.0311469 | val_loss: 0.0311567 | Time: 9083.36 ms [2021-05-28 23:07:56 main:574] : INFO : Epoch 1824 | loss: 0.0311447 | val_loss: 0.031157 | Time: 9830.71 ms [2021-05-28 23:08:07 main:574] : INFO : Epoch 1825 | loss: 0.0311443 | val_loss: 0.0311594 | Time: 10375.4 ms [2021-05-28 23:08:17 main:574] : INFO : Epoch 1826 | loss: 0.0311427 | val_loss: 0.0311603 | Time: 9853.82 ms [2021-05-28 23:08:26 main:574] : INFO : Epoch 1827 | loss: 0.0311417 | val_loss: 0.0311588 | Time: 9640.06 ms [2021-05-28 23:08:36 main:574] : INFO : Epoch 1828 | loss: 0.0311408 | val_loss: 0.031158 | Time: 9761.65 ms [2021-05-28 23:08:45 main:574] : INFO : Epoch 1829 | loss: 0.031141 | val_loss: 0.031163 | Time: 8812.93 ms [2021-05-28 23:08:55 main:574] : INFO : Epoch 1830 | loss: 0.0311405 | val_loss: 0.0311601 | Time: 9912.29 ms [2021-05-28 23:09:05 main:574] : INFO : Epoch 1831 | loss: 0.0311413 | val_loss: 0.0311612 | Time: 9850.06 ms [2021-05-28 23:09:14 main:574] : INFO : Epoch 1832 | loss: 0.0311414 | val_loss: 0.0311588 | Time: 9463.74 ms [2021-05-28 23:09:24 main:574] : INFO : Epoch 1833 | loss: 0.0311399 | val_loss: 0.03116 | Time: 10095 ms [2021-05-28 23:09:34 main:574] : INFO : Epoch 1834 | loss: 0.0311403 | val_loss: 0.0311603 | Time: 9570.31 ms [2021-05-28 23:09:44 main:574] : INFO : Epoch 1835 | loss: 0.0311409 | val_loss: 0.0311597 | Time: 9755.45 ms [2021-05-28 23:09:54 main:574] : INFO : Epoch 1836 | loss: 0.0311392 | val_loss: 0.0311606 | Time: 9689 ms [2021-05-28 23:10:03 main:574] : INFO : Epoch 1837 | loss: 0.0311401 | val_loss: 0.0311622 | Time: 9369.93 ms [2021-05-28 23:10:13 main:574] : INFO : Epoch 1838 | loss: 0.0311431 | val_loss: 0.0311652 | Time: 9877.24 ms [2021-05-28 23:10:23 main:574] : INFO : Epoch 1839 | loss: 0.031143 | val_loss: 0.0311617 | Time: 9616.47 ms [2021-05-28 23:10:32 main:574] : INFO : Epoch 1840 | loss: 0.0311422 | val_loss: 0.0311667 | Time: 9730.92 ms [2021-05-28 23:10:42 main:574] : INFO : Epoch 1841 | loss: 0.0311459 | val_loss: 0.031171 | Time: 9728.01 ms [2021-05-28 23:10:52 main:574] : INFO : Epoch 1842 | loss: 0.0335254 | val_loss: 0.034651 | Time: 9989.43 ms [2021-05-28 23:11:02 main:574] : INFO : Epoch 1843 | loss: 0.0403026 | val_loss: 0.0370305 | Time: 9887.73 ms [2021-05-28 23:11:12 main:574] : INFO : Epoch 1844 | loss: 0.0630815 | val_loss: 0.0360318 | Time: 10349 ms [2021-05-28 23:11:23 main:574] : INFO : Epoch 1845 | loss: 0.0332971 | val_loss: 0.0318536 | Time: 10248.4 ms [2021-05-28 23:11:32 main:574] : INFO : Epoch 1846 | loss: 0.0315863 | val_loss: 0.0314182 | Time: 9223.69 ms [2021-05-28 23:11:42 main:574] : INFO : Epoch 1847 | loss: 0.0313085 | val_loss: 0.0312459 | Time: 9739.15 ms [2021-05-28 23:11:51 main:574] : INFO : Epoch 1848 | loss: 0.0312532 | val_loss: 0.0312493 | Time: 9735.05 ms [2021-05-28 23:12:01 main:574] : INFO : Epoch 1849 | loss: 0.0312415 | val_loss: 0.031237 | Time: 9585.81 ms [2021-05-28 23:12:11 main:574] : INFO : Epoch 1850 | loss: 0.0312367 | val_loss: 0.0312345 | Time: 9655.99 ms [2021-05-28 23:12:21 main:574] : INFO : Epoch 1851 | loss: 0.0312339 | val_loss: 0.0312321 | Time: 10012.1 ms [2021-05-28 23:12:31 main:574] : INFO : Epoch 1852 | loss: 0.031231 | val_loss: 0.0312294 | Time: 10085.1 ms [2021-05-28 23:12:41 main:574] : INFO : Epoch 1853 | loss: 0.0312289 | val_loss: 0.0312274 | Time: 9727.71 ms [2021-05-28 23:12:51 main:574] : INFO : Epoch 1854 | loss: 0.0312268 | val_loss: 0.0312251 | Time: 9654.16 ms [2021-05-28 23:13:01 main:574] : INFO : Epoch 1855 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 10294.1 ms [2021-05-28 23:13:11 main:574] : INFO : Epoch 1856 | loss: 0.0312217 | val_loss: 0.0312198 | Time: 9918.99 ms [2021-05-28 23:13:20 main:574] : INFO : Epoch 1857 | loss: 0.0312188 | val_loss: 0.0312172 | Time: 9579.83 ms [2021-05-28 23:13:30 main:574] : INFO : Epoch 1858 | loss: 0.0312168 | val_loss: 0.0312157 | Time: 9302.62 ms [2021-05-28 23:13:40 main:574] : INFO : Epoch 1859 | loss: 0.0312152 | val_loss: 0.0312143 | Time: 9622.21 ms [2021-05-28 23:13:50 main:574] : INFO : Epoch 1860 | loss: 0.0312137 | val_loss: 0.0312129 | Time: 9961.25 ms [2021-05-28 23:13:59 main:574] : INFO : Epoch 1861 | loss: 0.0312125 | val_loss: 0.0312119 | Time: 9868.17 ms [2021-05-28 23:14:09 main:574] : INFO : Epoch 1862 | loss: 0.0312114 | val_loss: 0.0312108 | Time: 10001.6 ms [2021-05-28 23:14:19 main:574] : INFO : Epoch 1863 | loss: 0.0312103 | val_loss: 0.0312089 | Time: 9831.37 ms [2021-05-28 23:14:29 main:574] : INFO : Epoch 1864 | loss: 0.0312089 | val_loss: 0.0312086 | Time: 9941.46 ms [2021-05-28 23:14:39 main:574] : INFO : Epoch 1865 | loss: 0.0312083 | val_loss: 0.0312068 | Time: 9848.75 ms [2021-05-28 23:14:49 main:574] : INFO : Epoch 1866 | loss: 0.031207 | val_loss: 0.0312058 | Time: 9726.16 ms [2021-05-28 23:14:59 main:574] : INFO : Epoch 1867 | loss: 0.0312061 | val_loss: 0.0312041 | Time: 9772.12 ms [2021-05-28 23:15:08 main:574] : INFO : Epoch 1868 | loss: 0.0312037 | val_loss: 0.0312019 | Time: 9230.41 ms [2021-05-28 23:15:17 main:574] : INFO : Epoch 1869 | loss: 0.0312024 | val_loss: 0.0312015 | Time: 9257.09 ms [2021-05-28 23:15:27 main:574] : INFO : Epoch 1870 | loss: 0.0312018 | val_loss: 0.0312012 | Time: 9490.79 ms [2021-05-28 23:15:37 main:574] : INFO : Epoch 1871 | loss: 0.0312011 | val_loss: 0.0312004 | Time: 10092.3 ms [2021-05-28 23:15:47 main:574] : INFO : Epoch 1872 | loss: 0.0312006 | val_loss: 0.0311995 | Time: 9830.84 ms [2021-05-28 23:15:57 main:574] : INFO : Epoch 1873 | loss: 0.0312001 | val_loss: 0.0312 | Time: 9725.09 ms [2021-05-28 23:16:06 main:574] : INFO : Epoch 1874 | loss: 0.0311996 | val_loss: 0.0311989 | Time: 9667.35 ms [2021-05-28 23:16:16 main:574] : INFO : Epoch 1875 | loss: 0.0311989 | val_loss: 0.0311982 | Time: 9710.27 ms [2021-05-28 23:16:26 main:574] : INFO : Epoch 1876 | loss: 0.0311984 | val_loss: 0.0311978 | Time: 9415.93 ms [2021-05-28 23:16:35 main:574] : INFO : Epoch 1877 | loss: 0.0311981 | val_loss: 0.0311977 | Time: 9466.01 ms [2021-05-28 23:16:45 main:574] : INFO : Epoch 1878 | loss: 0.0311979 | val_loss: 0.0311974 | Time: 9990.48 ms [2021-05-28 23:16:55 main:574] : INFO : Epoch 1879 | loss: 0.0311978 | val_loss: 0.0311976 | Time: 10325 ms [2021-05-28 23:17:05 main:574] : INFO : Epoch 1880 | loss: 0.0311975 | val_loss: 0.0311977 | Time: 9568.95 ms [2021-05-28 23:17:15 main:574] : INFO : Epoch 1881 | loss: 0.0311972 | val_loss: 0.0311966 | Time: 10141.3 ms [2021-05-28 23:17:26 main:574] : INFO : Epoch 1882 | loss: 0.0311967 | val_loss: 0.0311962 | Time: 10343.3 ms [2021-05-28 23:17:35 main:574] : INFO : Epoch 1883 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 9627.43 ms [2021-05-28 23:17:45 main:574] : INFO : Epoch 1884 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 9497.5 ms [2021-05-28 23:17:55 main:574] : INFO : Epoch 1885 | loss: 0.0311963 | val_loss: 0.0311961 | Time: 10250.9 ms [2021-05-28 23:18:04 main:574] : INFO : Epoch 1886 | loss: 0.0311959 | val_loss: 0.0311957 | Time: 9124.58 ms [2021-05-28 23:18:14 main:574] : INFO : Epoch 1887 | loss: 0.0311959 | val_loss: 0.0311956 | Time: 9592.36 ms [2021-05-28 23:18:24 main:574] : INFO : Epoch 1888 | loss: 0.0311958 | val_loss: 0.031196 | Time: 9903.67 ms [2021-05-28 23:18:34 main:574] : INFO : Epoch 1889 | loss: 0.0311958 | val_loss: 0.0311956 | Time: 9496.77 ms [2021-05-28 23:18:43 main:574] : INFO : Epoch 1890 | loss: 0.0311956 | val_loss: 0.0311953 | Time: 9830.96 ms [2021-05-28 23:18:53 main:574] : INFO : Epoch 1891 | loss: 0.0311958 | val_loss: 0.0311953 | Time: 9455.76 ms [2021-05-28 23:19:03 main:574] : INFO : Epoch 1892 | loss: 0.0311955 | val_loss: 0.0311953 | Time: 9572.88 ms [2021-05-28 23:19:12 main:574] : INFO : Epoch 1893 | loss: 0.0311952 | val_loss: 0.0311963 | Time: 9732.09 ms [2021-05-28 23:19:22 main:574] : INFO : Epoch 1894 | loss: 0.0311955 | val_loss: 0.0311948 | Time: 9596.49 ms [2021-05-28 23:19:32 main:574] : INFO : Epoch 1895 | loss: 0.0311952 | val_loss: 0.0311951 | Time: 10129.7 ms [2021-05-28 23:19:42 main:574] : INFO : Epoch 1896 | loss: 0.0311951 | val_loss: 0.0311948 | Time: 9686.4 ms [2021-05-28 23:19:52 main:574] : INFO : Epoch 1897 | loss: 0.031195 | val_loss: 0.0311951 | Time: 9751.51 ms [2021-05-28 23:20:02 main:574] : INFO : Epoch 1898 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 10257.9 ms [2021-05-28 23:20:12 main:574] : INFO : Epoch 1899 | loss: 0.0311952 | val_loss: 0.031195 | Time: 9688.28 ms [2021-05-28 23:20:22 main:574] : INFO : Epoch 1900 | loss: 0.0311949 | val_loss: 0.0311944 | Time: 10091.7 ms [2021-05-28 23:20:32 main:574] : INFO : Epoch 1901 | loss: 0.0311949 | val_loss: 0.0311953 | Time: 9877.87 ms [2021-05-28 23:20:41 main:574] : INFO : Epoch 1902 | loss: 0.0311948 | val_loss: 0.0311943 | Time: 9706.07 ms [2021-05-28 23:20:51 main:574] : INFO : Epoch 1903 | loss: 0.0311945 | val_loss: 0.0311942 | Time: 9433.2 ms [2021-05-28 23:21:01 main:574] : INFO : Epoch 1904 | loss: 0.0311944 | val_loss: 0.0311941 | Time: 9611.95 ms [2021-05-28 23:21:11 main:574] : INFO : Epoch 1905 | loss: 0.0311945 | val_loss: 0.0311944 | Time: 9970.54 ms [2021-05-28 23:21:20 main:574] : INFO : Epoch 1906 | loss: 0.031194 | val_loss: 0.0311946 | Time: 9762.53 ms [2021-05-28 23:21:30 main:574] : INFO : Epoch 1907 | loss: 0.0311945 | val_loss: 0.031194 | Time: 9549.32 ms [2021-05-28 23:21:40 main:574] : INFO : Epoch 1908 | loss: 0.0311942 | val_loss: 0.0311943 | Time: 9597.72 ms [2021-05-28 23:21:50 main:574] : INFO : Epoch 1909 | loss: 0.0311944 | val_loss: 0.0311938 | Time: 9974 ms [2021-05-28 23:21:59 main:574] : INFO : Epoch 1910 | loss: 0.0311942 | val_loss: 0.0311939 | Time: 9402.04 ms [2021-05-28 23:22:09 main:574] : INFO : Epoch 1911 | loss: 0.031194 | val_loss: 0.0311943 | Time: 9647.3 ms [2021-05-28 23:22:19 main:574] : INFO : Epoch 1912 | loss: 0.0311943 | val_loss: 0.0311943 | Time: 9697.6 ms [2021-05-28 23:22:28 main:574] : INFO : Epoch 1913 | loss: 0.0311943 | val_loss: 0.0311941 | Time: 9494 ms [2021-05-28 23:22:38 main:574] : INFO : Epoch 1914 | loss: 0.031194 | val_loss: 0.0311934 | Time: 9947.9 ms [2021-05-28 23:22:48 main:574] : INFO : Epoch 1915 | loss: 0.031194 | val_loss: 0.0311934 | Time: 9590.36 ms [2021-05-28 23:22:57 main:574] : INFO : Epoch 1916 | loss: 0.0311934 | val_loss: 0.031193 | Time: 9659.5 ms [2021-05-28 23:23:07 main:574] : INFO : Epoch 1917 | loss: 0.0311935 | val_loss: 0.0311929 | Time: 9457.42 ms [2021-05-28 23:23:17 main:574] : INFO : Epoch 1918 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 9486.23 ms [2021-05-28 23:23:26 main:574] : INFO : Epoch 1919 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 9927.2 ms [2021-05-28 23:23:37 main:574] : INFO : Epoch 1920 | loss: 0.0311927 | val_loss: 0.0311925 | Time: 10244.5 ms [2021-05-28 23:23:46 main:574] : INFO : Epoch 1921 | loss: 0.0311925 | val_loss: 0.0311924 | Time: 9608.43 ms [2021-05-28 23:23:56 main:574] : INFO : Epoch 1922 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 9350.85 ms [2021-05-28 23:24:06 main:574] : INFO : Epoch 1923 | loss: 0.0311926 | val_loss: 0.0311919 | Time: 10563.4 ms [2021-05-28 23:24:16 main:574] : INFO : Epoch 1924 | loss: 0.0311919 | val_loss: 0.0311914 | Time: 9673.46 ms [2021-05-28 23:24:26 main:574] : INFO : Epoch 1925 | loss: 0.0311916 | val_loss: 0.0311911 | Time: 9677.06 ms [2021-05-28 23:24:36 main:574] : INFO : Epoch 1926 | loss: 0.0311915 | val_loss: 0.031191 | Time: 9659.35 ms [2021-05-28 23:24:46 main:574] : INFO : Epoch 1927 | loss: 0.0311915 | val_loss: 0.0311912 | Time: 9812.7 ms [2021-05-28 23:24:56 main:574] : INFO : Epoch 1928 | loss: 0.0311915 | val_loss: 0.0311907 | Time: 9977.87 ms [2021-05-28 23:25:06 main:574] : INFO : Epoch 1929 | loss: 0.0311917 | val_loss: 0.0311911 | Time: 9870.37 ms [2021-05-28 23:25:16 main:574] : INFO : Epoch 1930 | loss: 0.0311915 | val_loss: 0.0311907 | Time: 10005.4 ms [2021-05-28 23:25:26 main:574] : INFO : Epoch 1931 | loss: 0.0311912 | val_loss: 0.0311907 | Time: 10160.7 ms [2021-05-28 23:25:35 main:574] : INFO : Epoch 1932 | loss: 0.031191 | val_loss: 0.0311912 | Time: 9502.22 ms [2021-05-28 23:25:45 main:574] : INFO : Epoch 1933 | loss: 0.0311913 | val_loss: 0.0311902 | Time: 9978.51 ms [2021-05-28 23:25:56 main:574] : INFO : Epoch 1934 | loss: 0.0311909 | val_loss: 0.031191 | Time: 10208.2 ms [2021-05-28 23:26:05 main:574] : INFO : Epoch 1935 | loss: 0.0311907 | val_loss: 0.0311902 | Time: 9745.99 ms [2021-05-28 23:26:15 main:574] : INFO : Epoch 1936 | loss: 0.031191 | val_loss: 0.0311907 | Time: 9840.92 ms [2021-05-28 23:26:25 main:574] : INFO : Epoch 1937 | loss: 0.0311906 | val_loss: 0.0311904 | Time: 9970.1 ms [2021-05-28 23:26:35 main:574] : INFO : Epoch 1938 | loss: 0.0311908 | val_loss: 0.0311898 | Time: 9286.47 ms [2021-05-28 23:26:44 main:574] : INFO : Epoch 1939 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 9732.97 ms [2021-05-28 23:26:54 main:574] : INFO : Epoch 1940 | loss: 0.0311904 | val_loss: 0.0311899 | Time: 9466.5 ms [2021-05-28 23:27:04 main:574] : INFO : Epoch 1941 | loss: 0.0311898 | val_loss: 0.0311899 | Time: 9980.68 ms [2021-05-28 23:27:13 main:574] : INFO : Epoch 1942 | loss: 0.0311901 | val_loss: 0.0311907 | Time: 9448.22 ms [2021-05-28 23:27:23 main:574] : INFO : Epoch 1943 | loss: 0.0311899 | val_loss: 0.0311901 | Time: 9959.75 ms [2021-05-28 23:27:33 main:574] : INFO : Epoch 1944 | loss: 0.03119 | val_loss: 0.03119 | Time: 9453.68 ms [2021-05-28 23:27:43 main:574] : INFO : Epoch 1945 | loss: 0.0311899 | val_loss: 0.0311907 | Time: 9884.81 ms [2021-05-28 23:27:53 main:574] : INFO : Epoch 1946 | loss: 0.0311896 | val_loss: 0.0311898 | Time: 10153 ms [2021-05-28 23:28:03 main:574] : INFO : Epoch 1947 | loss: 0.0311891 | val_loss: 0.0311892 | Time: 9782.19 ms [2021-05-28 23:28:13 main:574] : INFO : Epoch 1948 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 10278.4 ms [2021-05-28 23:28:23 main:574] : INFO : Epoch 1949 | loss: 0.0311895 | val_loss: 0.031191 | Time: 9673.1 ms [2021-05-28 23:28:33 main:574] : INFO : Epoch 1950 | loss: 0.0311899 | val_loss: 0.0311904 | Time: 9721.24 ms [2021-05-28 23:28:42 main:574] : INFO : Epoch 1951 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 9598.12 ms [2021-05-28 23:28:52 main:574] : INFO : Epoch 1952 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 9951.53 ms [2021-05-28 23:29:02 main:574] : INFO : Epoch 1953 | loss: 0.0311885 | val_loss: 0.0311896 | Time: 9635.92 ms [2021-05-28 23:29:12 main:574] : INFO : Epoch 1954 | loss: 0.0311889 | val_loss: 0.0311897 | Time: 9896.21 ms [2021-05-28 23:29:21 main:574] : INFO : Epoch 1955 | loss: 0.0311886 | val_loss: 0.0311894 | Time: 9516.8 ms [2021-05-28 23:29:31 main:574] : INFO : Epoch 1956 | loss: 0.0311895 | val_loss: 0.0311889 | Time: 9633.06 ms [2021-05-28 23:29:41 main:574] : INFO : Epoch 1957 | loss: 0.0311884 | val_loss: 0.0311887 | Time: 9648.65 ms [2021-05-28 23:29:51 main:574] : INFO : Epoch 1958 | loss: 0.0311891 | val_loss: 0.0311888 | Time: 9958.26 ms [2021-05-28 23:30:01 main:574] : INFO : Epoch 1959 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 9599.96 ms [2021-05-28 23:30:11 main:574] : INFO : Epoch 1960 | loss: 0.0311894 | val_loss: 0.0311907 | Time: 10079.8 ms [2021-05-28 23:30:20 main:574] : INFO : Epoch 1961 | loss: 0.0311884 | val_loss: 0.0311887 | Time: 9545.89 ms [2021-05-28 23:30:29 main:574] : INFO : Epoch 1962 | loss: 0.0311881 | val_loss: 0.03119 | Time: 9217.64 ms [2021-05-28 23:30:39 main:574] : INFO : Epoch 1963 | loss: 0.031188 | val_loss: 0.0311906 | Time: 9805.45 ms [2021-05-28 23:30:49 main:574] : INFO : Epoch 1964 | loss: 0.0311892 | val_loss: 0.0311896 | Time: 9852.7 ms [2021-05-28 23:30:59 main:574] : INFO : Epoch 1965 | loss: 0.0311885 | val_loss: 0.0311897 | Time: 10193.3 ms [2021-05-28 23:31:09 main:574] : INFO : Epoch 1966 | loss: 0.0311889 | val_loss: 0.0311894 | Time: 9683.3 ms [2021-05-28 23:31:19 main:574] : INFO : Epoch 1967 | loss: 0.031188 | val_loss: 0.0311891 | Time: 9436.55 ms [2021-05-28 23:31:29 main:574] : INFO : Epoch 1968 | loss: 0.0311876 | val_loss: 0.0311901 | Time: 9944.99 ms [2021-05-28 23:31:39 main:574] : INFO : Epoch 1969 | loss: 0.0311884 | val_loss: 0.031189 | Time: 10194 ms [2021-05-28 23:31:49 main:574] : INFO : Epoch 1970 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 9582.8 ms [2021-05-28 23:31:58 main:574] : INFO : Epoch 1971 | loss: 0.0311878 | val_loss: 0.0311882 | Time: 9556.7 ms [2021-05-28 23:32:08 main:574] : INFO : Epoch 1972 | loss: 0.0311879 | val_loss: 0.0311907 | Time: 9728.91 ms [2021-05-28 23:32:17 main:574] : INFO : Epoch 1973 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 9203.97 ms [2021-05-28 23:32:26 main:574] : INFO : Epoch 1974 | loss: 0.0311876 | val_loss: 0.031189 | Time: 9248.01 ms [2021-05-28 23:32:36 main:574] : INFO : Epoch 1975 | loss: 0.0311875 | val_loss: 0.031189 | Time: 9594.49 ms [2021-05-28 23:32:46 main:574] : INFO : Epoch 1976 | loss: 0.0311878 | val_loss: 0.0311898 | Time: 9739.36 ms [2021-05-28 23:32:56 main:574] : INFO : Epoch 1977 | loss: 0.0311874 | val_loss: 0.0311898 | Time: 9672.09 ms [2021-05-28 23:33:06 main:574] : INFO : Epoch 1978 | loss: 0.0311876 | val_loss: 0.0311885 | Time: 9968.95 ms [2021-05-28 23:33:15 main:574] : INFO : Epoch 1979 | loss: 0.031187 | val_loss: 0.0311892 | Time: 9796.17 ms [2021-05-28 23:33:25 main:574] : INFO : Epoch 1980 | loss: 0.0311871 | val_loss: 0.0311889 | Time: 9687.35 ms [2021-05-28 23:33:35 main:574] : INFO : Epoch 1981 | loss: 0.0311877 | val_loss: 0.0311884 | Time: 9500.45 ms [2021-05-28 23:33:45 main:574] : INFO : Epoch 1982 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 10212.4 ms [2021-05-28 23:33:55 main:574] : INFO : Epoch 1983 | loss: 0.0311874 | val_loss: 0.0311884 | Time: 9575 ms [2021-05-28 23:34:04 main:574] : INFO : Epoch 1984 | loss: 0.0311868 | val_loss: 0.0311884 | Time: 9695.41 ms [2021-05-28 23:34:14 main:574] : INFO : Epoch 1985 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 9605.67 ms [2021-05-28 23:34:24 main:574] : INFO : Epoch 1986 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 10110 ms [2021-05-28 23:34:34 main:574] : INFO : Epoch 1987 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 9421.89 ms [2021-05-28 23:34:43 main:574] : INFO : Epoch 1988 | loss: 0.0311876 | val_loss: 0.0311887 | Time: 9432.64 ms [2021-05-28 23:34:53 main:574] : INFO : Epoch 1989 | loss: 0.031188 | val_loss: 0.0311907 | Time: 9565.46 ms [2021-05-28 23:35:02 main:574] : INFO : Epoch 1990 | loss: 0.0311872 | val_loss: 0.0311886 | Time: 9634.81 ms [2021-05-28 23:35:12 main:574] : INFO : Epoch 1991 | loss: 0.0311867 | val_loss: 0.0311882 | Time: 9870.5 ms [2021-05-28 23:35:23 main:574] : INFO : Epoch 1992 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 10152.3 ms [2021-05-28 23:35:32 main:574] : INFO : Epoch 1993 | loss: 0.0311871 | val_loss: 0.031189 | Time: 9817.36 ms [2021-05-28 23:35:42 main:574] : INFO : Epoch 1994 | loss: 0.0311873 | val_loss: 0.0311889 | Time: 9604.87 ms [2021-05-28 23:35:52 main:574] : INFO : Epoch 1995 | loss: 0.0311872 | val_loss: 0.0311893 | Time: 9939.27 ms [2021-05-28 23:36:02 main:574] : INFO : Epoch 1996 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 10061.3 ms [2021-05-28 23:36:12 main:574] : INFO : Epoch 1997 | loss: 0.0311873 | val_loss: 0.03119 | Time: 9959.99 ms [2021-05-28 23:36:22 main:574] : INFO : Epoch 1998 | loss: 0.031188 | val_loss: 0.0311883 | Time: 9576.08 ms [2021-05-28 23:36:33 main:574] : INFO : Epoch 1999 | loss: 0.031187 | val_loss: 0.031188 | Time: 11006.4 ms [2021-05-28 23:36:43 main:574] : INFO : Epoch 2000 | loss: 0.0311869 | val_loss: 0.0311898 | Time: 9840.78 ms [2021-05-28 23:36:53 main:574] : INFO : Epoch 2001 | loss: 0.0311878 | val_loss: 0.0311922 | Time: 9813.15 ms [2021-05-28 23:37:03 main:574] : INFO : Epoch 2002 | loss: 0.031187 | val_loss: 0.0311886 | Time: 10257.1 ms [2021-05-28 23:37:13 main:574] : INFO : Epoch 2003 | loss: 0.0311867 | val_loss: 0.031189 | Time: 9881.39 ms [2021-05-28 23:37:23 main:574] : INFO : Epoch 2004 | loss: 0.0311868 | val_loss: 0.0311878 | Time: 10084 ms [2021-05-28 23:37:33 main:574] : INFO : Epoch 2005 | loss: 0.0311863 | val_loss: 0.0311885 | Time: 9878.03 ms [2021-05-28 23:37:42 main:574] : INFO : Epoch 2006 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 9453.89 ms [2021-05-28 23:37:52 main:574] : INFO : Epoch 2007 | loss: 0.0311868 | val_loss: 0.0311881 | Time: 9182.8 ms [2021-05-28 23:38:01 main:574] : INFO : Epoch 2008 | loss: 0.0311863 | val_loss: 0.031189 | Time: 9733.01 ms [2021-05-28 23:38:11 main:574] : INFO : Epoch 2009 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 9527.89 ms [2021-05-28 23:38:21 main:574] : INFO : Epoch 2010 | loss: 0.0311871 | val_loss: 0.031189 | Time: 9895.22 ms [2021-05-28 23:38:31 main:574] : INFO : Epoch 2011 | loss: 0.0311869 | val_loss: 0.0311928 | Time: 9581.65 ms [2021-05-28 23:38:40 main:574] : INFO : Epoch 2012 | loss: 0.0311876 | val_loss: 0.0311898 | Time: 9639.19 ms [2021-05-28 23:38:50 main:574] : INFO : Epoch 2013 | loss: 0.031186 | val_loss: 0.0311888 | Time: 9578.12 ms [2021-05-28 23:39:00 main:574] : INFO : Epoch 2014 | loss: 0.0311866 | val_loss: 0.031189 | Time: 10128 ms [2021-05-28 23:39:10 main:574] : INFO : Epoch 2015 | loss: 0.0311868 | val_loss: 0.0311881 | Time: 9821.74 ms [2021-05-28 23:39:20 main:574] : INFO : Epoch 2016 | loss: 0.0311854 | val_loss: 0.0311881 | Time: 9934.37 ms [2021-05-28 23:39:29 main:574] : INFO : Epoch 2017 | loss: 0.0311854 | val_loss: 0.0311894 | Time: 9471.02 ms [2021-05-28 23:39:39 main:574] : INFO : Epoch 2018 | loss: 0.0311862 | val_loss: 0.0311894 | Time: 9346.07 ms [2021-05-28 23:39:49 main:574] : INFO : Epoch 2019 | loss: 0.0311857 | val_loss: 0.0311886 | Time: 10623.5 ms [2021-05-28 23:39:59 main:574] : INFO : Epoch 2020 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 9360.64 ms [2021-05-28 23:40:09 main:574] : INFO : Epoch 2021 | loss: 0.0311864 | val_loss: 0.0311886 | Time: 9866.29 ms [2021-05-28 23:40:19 main:574] : INFO : Epoch 2022 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 9775.61 ms [2021-05-28 23:40:28 main:574] : INFO : Epoch 2023 | loss: 0.0311862 | val_loss: 0.0311904 | Time: 9584.25 ms [2021-05-28 23:40:38 main:574] : INFO : Epoch 2024 | loss: 0.0311866 | val_loss: 0.0311887 | Time: 9743.48 ms [2021-05-28 23:40:48 main:574] : INFO : Epoch 2025 | loss: 0.0311864 | val_loss: 0.03119 | Time: 9804.6 ms [2021-05-28 23:40:58 main:574] : INFO : Epoch 2026 | loss: 0.0311874 | val_loss: 0.0311893 | Time: 9260.64 ms [2021-05-28 23:41:08 main:574] : INFO : Epoch 2027 | loss: 0.0311869 | val_loss: 0.0311891 | Time: 9615.82 ms [2021-05-28 23:41:18 main:574] : INFO : Epoch 2028 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 10074.8 ms [2021-05-28 23:41:28 main:574] : INFO : Epoch 2029 | loss: 0.0311885 | val_loss: 0.0311941 | Time: 10035 ms [2021-05-28 23:41:37 main:574] : INFO : Epoch 2030 | loss: 0.0311869 | val_loss: 0.0311893 | Time: 9414.54 ms [2021-05-28 23:41:47 main:574] : INFO : Epoch 2031 | loss: 0.0311865 | val_loss: 0.0311898 | Time: 9736.35 ms [2021-05-28 23:41:57 main:574] : INFO : Epoch 2032 | loss: 0.0311858 | val_loss: 0.0311888 | Time: 9860.95 ms [2021-05-28 23:42:07 main:574] : INFO : Epoch 2033 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 9568.23 ms [2021-05-28 23:42:16 main:574] : INFO : Epoch 2034 | loss: 0.0311873 | val_loss: 0.0311902 | Time: 9407.61 ms [2021-05-28 23:42:26 main:574] : INFO : Epoch 2035 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 10054.7 ms [2021-05-28 23:42:36 main:574] : INFO : Epoch 2036 | loss: 0.031187 | val_loss: 0.0311897 | Time: 9640.82 ms [2021-05-28 23:42:45 main:574] : INFO : Epoch 2037 | loss: 0.0311861 | val_loss: 0.0311883 | Time: 9345.2 ms [2021-05-28 23:42:55 main:574] : INFO : Epoch 2038 | loss: 0.0311865 | val_loss: 0.0311883 | Time: 9729.92 ms [2021-05-28 23:43:05 main:574] : INFO : Epoch 2039 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 9740.34 ms [2021-05-28 23:43:14 main:574] : INFO : Epoch 2040 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 9416.14 ms [2021-05-28 23:43:24 main:574] : INFO : Epoch 2041 | loss: 0.031188 | val_loss: 0.031189 | Time: 9674.58 ms [2021-05-28 23:43:34 main:574] : INFO : Epoch 2042 | loss: 0.0311877 | val_loss: 0.031189 | Time: 9562.23 ms [2021-05-28 23:43:43 main:574] : INFO : Epoch 2043 | loss: 0.0311877 | val_loss: 0.0311884 | Time: 9791.43 ms [2021-05-28 23:43:53 main:574] : INFO : Epoch 2044 | loss: 0.0311864 | val_loss: 0.0311886 | Time: 9976.7 ms [2021-05-28 23:44:03 main:574] : INFO : Epoch 2045 | loss: 0.0311858 | val_loss: 0.0311883 | Time: 9545.36 ms [2021-05-28 23:44:13 main:574] : INFO : Epoch 2046 | loss: 0.0311858 | val_loss: 0.0311874 | Time: 9739.22 ms [2021-05-28 23:44:22 main:574] : INFO : Epoch 2047 | loss: 0.0311868 | val_loss: 0.0311885 | Time: 8917.87 ms [2021-05-28 23:44:32 main:574] : INFO : Epoch 2048 | loss: 0.0311876 | val_loss: 0.0311929 | Time: 9685.19 ms [2021-05-28 23:44:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311929 [2021-05-28 23:44:32 main:603] : INFO : Saving end state to config to file [2021-05-28 23:44:32 main:608] : INFO : Success, exiting.. 23:44:32 (50280): 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)