Task 13575610
| Name | ParityModified-1647044979-13906-1-0_1 |
| Workunit | 10425879 |
| Created | 22 Mar 2022, 21:30:41 UTC |
| Sent | 23 Mar 2022, 0:01:53 UTC |
| Report deadline | 31 Mar 2022, 0:01:53 UTC |
| Received | 23 Mar 2022, 18:58:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18276 |
| Run time | 5 hours 36 min 46 sec |
| CPU time | 4 hours 47 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,218.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311524 | val_loss: 0.0311718 | Time: 9563.24 ms
[2022-03-24 01:37:55 main:574] : INFO : Epoch 1543 | loss: 0.0311532 | val_loss: 0.0311747 | Time: 9694.49 ms
[2022-03-24 01:38:05 main:574] : INFO : Epoch 1544 | loss: 0.0311525 | val_loss: 0.0311717 | Time: 9801.63 ms
[2022-03-24 01:38:15 main:574] : INFO : Epoch 1545 | loss: 0.0311525 | val_loss: 0.0311736 | Time: 9702.76 ms
[2022-03-24 01:38:25 main:574] : INFO : Epoch 1546 | loss: 0.0311529 | val_loss: 0.0311736 | Time: 9708.11 ms
[2022-03-24 01:38:34 main:574] : INFO : Epoch 1547 | loss: 0.031152 | val_loss: 0.0311755 | Time: 9651.22 ms
[2022-03-24 01:38:44 main:574] : INFO : Epoch 1548 | loss: 0.0311519 | val_loss: 0.0311729 | Time: 9725.84 ms
[2022-03-24 01:38:54 main:574] : INFO : Epoch 1549 | loss: 0.0311543 | val_loss: 0.0311718 | Time: 9654.64 ms
[2022-03-24 01:39:03 main:574] : INFO : Epoch 1550 | loss: 0.0311527 | val_loss: 0.0311725 | Time: 9712.6 ms
[2022-03-24 01:39:13 main:574] : INFO : Epoch 1551 | loss: 0.0311535 | val_loss: 0.0311749 | Time: 9654.07 ms
[2022-03-24 01:39:24 main:574] : INFO : Epoch 1552 | loss: 0.0311531 | val_loss: 0.0311748 | Time: 10559.6 ms
[2022-03-24 01:39:33 main:574] : INFO : Epoch 1553 | loss: 0.0311527 | val_loss: 0.0311724 | Time: 9813.56 ms
[2022-03-24 01:39:43 main:574] : INFO : Epoch 1554 | loss: 0.0311531 | val_loss: 0.031176 | Time: 9604.15 ms
[2022-03-24 01:39:53 main:574] : INFO : Epoch 1555 | loss: 0.0311519 | val_loss: 0.0311751 | Time: 9632.96 ms
[2022-03-24 01:40:02 main:574] : INFO : Epoch 1556 | loss: 0.0311519 | val_loss: 0.0311736 | Time: 9639.79 ms
[2022-03-24 01:40:12 main:574] : INFO : Epoch 1557 | loss: 0.0311544 | val_loss: 0.0311754 | Time: 9653.62 ms
[2022-03-24 01:40:21 main:574] : INFO : Epoch 1558 | loss: 0.031152 | val_loss: 0.0311757 | Time: 9435.33 ms
[2022-03-24 01:40:31 main:574] : INFO : Epoch 1559 | loss: 0.0311549 | val_loss: 0.0311735 | Time: 9560.75 ms
[2022-03-24 01:40:41 main:574] : INFO : Epoch 1560 | loss: 0.0311536 | val_loss: 0.0311772 | Time: 9668.61 ms
[2022-03-24 01:40:50 main:574] : INFO : Epoch 1561 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 9462.97 ms
[2022-03-24 01:41:00 main:574] : INFO : Epoch 1562 | loss: 0.0311508 | val_loss: 0.0311733 | Time: 9593.51 ms
[2022-03-24 01:41:09 main:574] : INFO : Epoch 1563 | loss: 0.0311524 | val_loss: 0.0311728 | Time: 9560.36 ms
[2022-03-24 01:41:19 main:574] : INFO : Epoch 1564 | loss: 0.0311539 | val_loss: 0.0311716 | Time: 9606 ms
[2022-03-24 01:41:29 main:574] : INFO : Epoch 1565 | loss: 0.0311554 | val_loss: 0.0311724 | Time: 9665 ms
[2022-03-24 01:41:38 main:574] : INFO : Epoch 1566 | loss: 0.0311581 | val_loss: 0.0311782 | Time: 9508.67 ms
[2022-03-24 01:41:48 main:574] : INFO : Epoch 1567 | loss: 0.0311626 | val_loss: 0.031174 | Time: 9735.5 ms
[2022-03-24 01:41:58 main:574] : INFO : Epoch 1568 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 9862.54 ms
[2022-03-24 01:42:08 main:574] : INFO : Epoch 1569 | loss: 0.03116 | val_loss: 0.0311766 | Time: 9822.08 ms
[2022-03-24 01:42:17 main:574] : INFO : Epoch 1570 | loss: 0.0311593 | val_loss: 0.0311733 | Time: 9447.66 ms
[2022-03-24 01:42:27 main:574] : INFO : Epoch 1571 | loss: 0.031157 | val_loss: 0.0311741 | Time: 9717.06 ms
[2022-03-24 01:42:37 main:574] : INFO : Epoch 1572 | loss: 0.0311568 | val_loss: 0.0311724 | Time: 9718.09 ms
[2022-03-24 01:42:46 main:574] : INFO : Epoch 1573 | loss: 0.0311565 | val_loss: 0.0311712 | Time: 9681.08 ms
[2022-03-24 01:42:56 main:574] : INFO : Epoch 1574 | loss: 0.0311564 | val_loss: 0.0311757 | Time: 9557.14 ms
[2022-03-24 01:43:06 main:574] : INFO : Epoch 1575 | loss: 0.0311567 | val_loss: 0.0311719 | Time: 9733.86 ms
[2022-03-24 01:43:15 main:574] : INFO : Epoch 1576 | loss: 0.0311574 | val_loss: 0.0311728 | Time: 9646.91 ms
[2022-03-24 01:43:25 main:574] : INFO : Epoch 1577 | loss: 0.0311539 | val_loss: 0.0311738 | Time: 9673.9 ms
[2022-03-24 01:43:34 main:574] : INFO : Epoch 1578 | loss: 0.0311553 | val_loss: 0.0311727 | Time: 9492.65 ms
[2022-03-24 01:43:44 main:574] : INFO : Epoch 1579 | loss: 0.0311559 | val_loss: 0.0311728 | Time: 9616.09 ms
[2022-03-24 01:43:54 main:574] : INFO : Epoch 1580 | loss: 0.0311573 | val_loss: 0.031174 | Time: 9473.31 ms
[2022-03-24 01:44:03 main:574] : INFO : Epoch 1581 | loss: 0.0311566 | val_loss: 0.0311739 | Time: 9541.32 ms
[2022-03-24 01:44:13 main:574] : INFO : Epoch 1582 | loss: 0.0311556 | val_loss: 0.031175 | Time: 9743.72 ms
[2022-03-24 01:44:22 main:574] : INFO : Epoch 1583 | loss: 0.0311589 | val_loss: 0.0311755 | Time: 9540.9 ms
[2022-03-24 01:44:32 main:574] : INFO : Epoch 1584 | loss: 0.0311557 | val_loss: 0.0311735 | Time: 9674.52 ms
[2022-03-24 01:44:42 main:574] : INFO : Epoch 1585 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 9595.69 ms
[2022-03-24 01:44:51 main:574] : INFO : Epoch 1586 | loss: 0.0311538 | val_loss: 0.0311731 | Time: 9573.02 ms
[2022-03-24 01:45:01 main:574] : INFO : Epoch 1587 | loss: 0.031155 | val_loss: 0.0311707 | Time: 9490.9 ms
[2022-03-24 01:45:10 main:574] : INFO : Epoch 1588 | loss: 0.0311538 | val_loss: 0.0311712 | Time: 9689.6 ms
[2022-03-24 01:45:20 main:574] : INFO : Epoch 1589 | loss: 0.0311533 | val_loss: 0.031171 | Time: 9695.56 ms
[2022-03-24 01:45:30 main:574] : INFO : Epoch 1590 | loss: 0.0311562 | val_loss: 0.0311741 | Time: 9680.19 ms
[2022-03-24 01:45:39 main:574] : INFO : Epoch 1591 | loss: 0.031157 | val_loss: 0.031174 | Time: 9602.29 ms
[2022-03-24 01:45:49 main:574] : INFO : Epoch 1592 | loss: 0.0311559 | val_loss: 0.0311761 | Time: 9703.18 ms
[2022-03-24 01:45:59 main:574] : INFO : Epoch 1593 | loss: 0.0311586 | val_loss: 0.0311761 | Time: 9539.44 ms
[2022-03-24 01:46:08 main:574] : INFO : Epoch 1594 | loss: 0.0311588 | val_loss: 0.0311771 | Time: 9436.28 ms
[2022-03-24 01:46:18 main:574] : INFO : Epoch 1595 | loss: 0.0311582 | val_loss: 0.0311754 | Time: 9620.13 ms
[2022-03-24 01:46:27 main:574] : INFO : Epoch 1596 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 9666.77 ms
[2022-03-24 01:46:37 main:574] : INFO : Epoch 1597 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 9678.37 ms
[2022-03-24 01:46:47 main:574] : INFO : Epoch 1598 | loss: 0.031157 | val_loss: 0.0311759 | Time: 9557.5 ms
[2022-03-24 01:46:57 main:574] : INFO : Epoch 1599 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 10171.1 ms
[2022-03-24 01:47:07 main:574] : INFO : Epoch 1600 | loss: 0.0311628 | val_loss: 0.0311743 | Time: 9633.85 ms
[2022-03-24 01:47:16 main:574] : INFO : Epoch 1601 | loss: 0.031164 | val_loss: 0.0311748 | Time: 9708.14 ms
[2022-03-24 01:47:26 main:574] : INFO : Epoch 1602 | loss: 0.0311615 | val_loss: 0.0311753 | Time: 9560.87 ms
[2022-03-24 01:47:35 main:574] : INFO : Epoch 1603 | loss: 0.0311575 | val_loss: 0.0311751 | Time: 9565.5 ms
[2022-03-24 01:47:45 main:574] : INFO : Epoch 1604 | loss: 0.0311568 | val_loss: 0.0311778 | Time: 9612.77 ms
[2022-03-24 01:47:55 main:574] : INFO : Epoch 1605 | loss: 0.0311606 | val_loss: 0.0311766 | Time: 9576.41 ms
[2022-03-24 01:48:04 main:574] : INFO : Epoch 1606 | loss: 0.0311572 | val_loss: 0.0311727 | Time: 9724.99 ms
[2022-03-24 01:48:14 main:574] : INFO : Epoch 1607 | loss: 0.031158 | val_loss: 0.0311767 | Time: 9414.33 ms
[2022-03-24 01:48:23 main:574] : INFO : Epoch 1608 | loss: 0.0311582 | val_loss: 0.0311775 | Time: 9660.95 ms
[2022-03-24 01:48:33 main:574] : INFO : Epoch 1609 | loss: 0.0311607 | val_loss: 0.0311725 | Time: 9668.53 ms
[2022-03-24 01:48:43 main:574] : INFO : Epoch 1610 | loss: 0.0311579 | val_loss: 0.0311686 | Time: 9633.77 ms
[2022-03-24 01:48:52 main:574] : INFO : Epoch 1611 | loss: 0.0311578 | val_loss: 0.0311711 | Time: 9339.34 ms
[2022-03-24 01:49:02 main:574] : INFO : Epoch 1612 | loss: 0.0311598 | val_loss: 0.03117 | Time: 9454.98 ms
[2022-03-24 01:49:11 main:574] : INFO : Epoch 1613 | loss: 0.0311589 | val_loss: 0.0311712 | Time: 9476.15 ms
[2022-03-24 01:49:21 main:574] : INFO : Epoch 1614 | loss: 0.031156 | val_loss: 0.0311732 | Time: 9417.21 ms
[2022-03-24 01:49:30 main:574] : INFO : Epoch 1615 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 9584.67 ms
[2022-03-24 01:49:40 main:574] : INFO : Epoch 1616 | loss: 0.0311615 | val_loss: 0.0311709 | Time: 9818.16 ms
[2022-03-24 01:49:49 main:574] : INFO : Epoch 1617 | loss: 0.031156 | val_loss: 0.0311735 | Time: 9503.21 ms
[2022-03-24 01:49:59 main:574] : INFO : Epoch 1618 | loss: 0.0311553 | val_loss: 0.0311743 | Time: 9453.58 ms
[2022-03-24 01:50:08 main:574] : INFO : Epoch 1619 | loss: 0.0311563 | val_loss: 0.0311738 | Time: 9453.73 ms
[2022-03-24 01:50:18 main:574] : INFO : Epoch 1620 | loss: 0.0311546 | val_loss: 0.0311739 | Time: 9488.88 ms
[2022-03-24 01:50:28 main:574] : INFO : Epoch 1621 | loss: 0.0311535 | val_loss: 0.0311727 | Time: 9595.03 ms
[2022-03-24 01:50:37 main:574] : INFO : Epoch 1622 | loss: 0.0311548 | val_loss: 0.0311731 | Time: 9640.98 ms
[2022-03-24 01:50:47 main:574] : INFO : Epoch 1623 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 9456.87 ms
[2022-03-24 01:50:56 main:574] : INFO : Epoch 1624 | loss: 0.0311572 | val_loss: 0.0311724 | Time: 9498.82 ms
[2022-03-24 01:51:06 main:574] : INFO : Epoch 1625 | loss: 0.0311553 | val_loss: 0.0311744 | Time: 9646.51 ms
[2022-03-24 01:51:15 main:574] : INFO : Epoch 1626 | loss: 0.0311545 | val_loss: 0.0311796 | Time: 9623.22 ms
[2022-03-24 01:51:25 main:574] : INFO : Epoch 1627 | loss: 0.0311578 | val_loss: 0.0311756 | Time: 9446.29 ms
[2022-03-24 01:51:34 main:574] : INFO : Epoch 1628 | loss: 0.0311525 | val_loss: 0.0311735 | Time: 9436.42 ms
[2022-03-24 01:51:44 main:574] : INFO : Epoch 1629 | loss: 0.0311518 | val_loss: 0.0311748 | Time: 9543.21 ms
[2022-03-24 01:51:53 main:574] : INFO : Epoch 1630 | loss: 0.0311558 | val_loss: 0.0311735 | Time: 9424.34 ms
[2022-03-24 01:52:03 main:574] : INFO : Epoch 1631 | loss: 0.0311542 | val_loss: 0.0311754 | Time: 9569.32 ms
[2022-03-24 01:52:13 main:574] : INFO : Epoch 1632 | loss: 0.0311517 | val_loss: 0.0311735 | Time: 9558.6 ms
[2022-03-24 01:52:22 main:574] : INFO : Epoch 1633 | loss: 0.0311504 | val_loss: 0.0311738 | Time: 9438.49 ms
[2022-03-24 01:52:32 main:574] : INFO : Epoch 1634 | loss: 0.0311514 | val_loss: 0.0311709 | Time: 9637.7 ms
[2022-03-24 01:52:41 main:574] : INFO : Epoch 1635 | loss: 0.0311521 | val_loss: 0.0311769 | Time: 9518.89 ms
[2022-03-24 01:52:51 main:574] : INFO : Epoch 1636 | loss: 0.0311514 | val_loss: 0.0311756 | Time: 9531.56 ms
[2022-03-24 01:53:00 main:574] : INFO : Epoch 1637 | loss: 0.0311518 | val_loss: 0.031175 | Time: 9527.73 ms
[2022-03-24 01:53:10 main:574] : INFO : Epoch 1638 | loss: 0.0311527 | val_loss: 0.0311778 | Time: 9497.59 ms
[2022-03-24 01:53:19 main:574] : INFO : Epoch 1639 | loss: 0.0311491 | val_loss: 0.0311759 | Time: 9622.92 ms
[2022-03-24 01:53:29 main:574] : INFO : Epoch 1640 | loss: 0.0311497 | val_loss: 0.0311756 | Time: 9670.23 ms
[2022-03-24 01:53:39 main:574] : INFO : Epoch 1641 | loss: 0.0311541 | val_loss: 0.0311748 | Time: 9628.12 ms
[2022-03-24 01:53:48 main:574] : INFO : Epoch 1642 | loss: 0.0311547 | val_loss: 0.0311788 | Time: 9472.14 ms
[2022-03-24 01:53:58 main:574] : INFO : Epoch 1643 | loss: 0.0311564 | val_loss: 0.031174 | Time: 9641.04 ms
[2022-03-24 01:54:07 main:574] : INFO : Epoch 1644 | loss: 0.0311546 | val_loss: 0.0311751 | Time: 9599.68 ms
[2022-03-24 01:54:18 main:574] : INFO : Epoch 1645 | loss: 0.031152 | val_loss: 0.0311748 | Time: 9659.19 ms
[2022-03-24 01:54:28 main:574] : INFO : Epoch 1646 | loss: 0.0311499 | val_loss: 0.0311737 | Time: 9486.98 ms
[2022-03-24 01:54:37 main:574] : INFO : Epoch 1647 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 9627.8 ms
[2022-03-24 01:54:47 main:574] : INFO : Epoch 1648 | loss: 0.0311498 | val_loss: 0.0311723 | Time: 9610.97 ms
[2022-03-24 01:54:56 main:574] : INFO : Epoch 1649 | loss: 0.0311517 | val_loss: 0.0311863 | Time: 9403.73 ms
[2022-03-24 01:55:06 main:574] : INFO : Epoch 1650 | loss: 0.0311524 | val_loss: 0.0311734 | Time: 9549.45 ms
[2022-03-24 01:55:16 main:574] : INFO : Epoch 1651 | loss: 0.0311498 | val_loss: 0.0311726 | Time: 9515.22 ms
[2022-03-24 01:55:25 main:574] : INFO : Epoch 1652 | loss: 0.0311486 | val_loss: 0.0311721 | Time: 9561.12 ms
[2022-03-24 01:55:35 main:574] : INFO : Epoch 1653 | loss: 0.0311505 | val_loss: 0.0311709 | Time: 9590.17 ms
[2022-03-24 01:55:44 main:574] : INFO : Epoch 1654 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 9506.15 ms
[2022-03-24 01:55:54 main:574] : INFO : Epoch 1655 | loss: 0.0311521 | val_loss: 0.0311744 | Time: 9484.53 ms
[2022-03-24 01:56:03 main:574] : INFO : Epoch 1656 | loss: 0.0311526 | val_loss: 0.0311743 | Time: 9606.1 ms
[2022-03-24 01:56:13 main:574] : INFO : Epoch 1657 | loss: 0.0311544 | val_loss: 0.031171 | Time: 9458.41 ms
[2022-03-24 01:56:22 main:574] : INFO : Epoch 1658 | loss: 0.0311524 | val_loss: 0.0311718 | Time: 9455.72 ms
[2022-03-24 01:56:32 main:574] : INFO : Epoch 1659 | loss: 0.0311593 | val_loss: 0.0311746 | Time: 9633.23 ms
[2022-03-24 01:56:42 main:574] : INFO : Epoch 1660 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 9544.2 ms
[2022-03-24 01:56:51 main:574] : INFO : Epoch 1661 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 9556.09 ms
[2022-03-24 01:57:01 main:574] : INFO : Epoch 1662 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 9884.69 ms
[2022-03-24 01:57:11 main:574] : INFO : Epoch 1663 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 9598 ms
[2022-03-24 01:57:20 main:574] : INFO : Epoch 1664 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 9708.8 ms
[2022-03-24 01:57:30 main:574] : INFO : Epoch 1665 | loss: 0.0311622 | val_loss: 0.0311742 | Time: 9739.09 ms
[2022-03-24 01:57:40 main:574] : INFO : Epoch 1666 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 9773.77 ms
[2022-03-24 01:57:49 main:574] : INFO : Epoch 1667 | loss: 0.0311665 | val_loss: 0.031175 | Time: 9553.53 ms
[2022-03-24 01:57:59 main:574] : INFO : Epoch 1668 | loss: 0.031174 | val_loss: 0.0311804 | Time: 9541.66 ms
[2022-03-24 01:58:09 main:574] : INFO : Epoch 1669 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 9536.26 ms
[2022-03-24 01:58:18 main:574] : INFO : Epoch 1670 | loss: 0.0311808 | val_loss: 0.0311909 | Time: 9667.16 ms
[2022-03-24 01:58:28 main:574] : INFO : Epoch 1671 | loss: 0.0311926 | val_loss: 0.031192 | Time: 9692.87 ms
[2022-03-24 01:58:37 main:574] : INFO : Epoch 1672 | loss: 0.0311933 | val_loss: 0.0311926 | Time: 9434.32 ms
[2022-03-24 01:58:47 main:574] : INFO : Epoch 1673 | loss: 0.031191 | val_loss: 0.031189 | Time: 9665.26 ms
[2022-03-24 01:58:57 main:574] : INFO : Epoch 1674 | loss: 0.0311905 | val_loss: 0.0311894 | Time: 9666.69 ms
[2022-03-24 01:59:06 main:574] : INFO : Epoch 1675 | loss: 0.0311875 | val_loss: 0.0311864 | Time: 9598.75 ms
[2022-03-24 01:59:16 main:574] : INFO : Epoch 1676 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 9579.22 ms
[2022-03-24 01:59:25 main:574] : INFO : Epoch 1677 | loss: 0.0311853 | val_loss: 0.031188 | Time: 9551.95 ms
[2022-03-24 01:59:35 main:574] : INFO : Epoch 1678 | loss: 0.0311864 | val_loss: 0.0311863 | Time: 9582.97 ms
[2022-03-24 01:59:45 main:574] : INFO : Epoch 1679 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 9647.21 ms
[2022-03-24 01:59:54 main:574] : INFO : Epoch 1680 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 9537.15 ms
[2022-03-24 02:00:04 main:574] : INFO : Epoch 1681 | loss: 0.0311821 | val_loss: 0.0311826 | Time: 9734.65 ms
[2022-03-24 02:00:13 main:574] : INFO : Epoch 1682 | loss: 0.031181 | val_loss: 0.0311836 | Time: 9443.73 ms
[2022-03-24 02:00:23 main:574] : INFO : Epoch 1683 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 9483.82 ms
[2022-03-24 02:00:32 main:574] : INFO : Epoch 1684 | loss: 0.0311817 | val_loss: 0.031183 | Time: 9527.79 ms
[2022-03-24 02:00:42 main:574] : INFO : Epoch 1685 | loss: 0.0311801 | val_loss: 0.0311842 | Time: 9685.38 ms
[2022-03-24 02:00:52 main:574] : INFO : Epoch 1686 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 9572.89 ms
[2022-03-24 02:01:02 main:574] : INFO : Epoch 1687 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 9756.41 ms
[2022-03-24 02:01:12 main:574] : INFO : Epoch 1688 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 10348.5 ms
[2022-03-24 02:01:22 main:574] : INFO : Epoch 1689 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 9764.08 ms
[2022-03-24 02:01:31 main:574] : INFO : Epoch 1690 | loss: 0.031178 | val_loss: 0.0311824 | Time: 9716.92 ms
[2022-03-24 02:01:41 main:574] : INFO : Epoch 1691 | loss: 0.0311782 | val_loss: 0.0311838 | Time: 9399.23 ms
[2022-03-24 02:01:50 main:574] : INFO : Epoch 1692 | loss: 0.031177 | val_loss: 0.0311824 | Time: 9412.99 ms
[2022-03-24 02:02:01 main:574] : INFO : Epoch 1693 | loss: 0.0311766 | val_loss: 0.0311832 | Time: 10374.1 ms
[2022-03-24 02:02:10 main:574] : INFO : Epoch 1694 | loss: 0.0311788 | val_loss: 0.0311863 | Time: 9854.18 ms
[2022-03-24 02:02:20 main:574] : INFO : Epoch 1695 | loss: 0.0311802 | val_loss: 0.0311887 | Time: 9499.63 ms
[2022-03-24 02:02:29 main:574] : INFO : Epoch 1696 | loss: 0.0311772 | val_loss: 0.0311835 | Time: 9413.92 ms
[2022-03-24 02:02:39 main:574] : INFO : Epoch 1697 | loss: 0.0311766 | val_loss: 0.0311838 | Time: 9597.02 ms
[2022-03-24 02:02:49 main:574] : INFO : Epoch 1698 | loss: 0.031176 | val_loss: 0.0311821 | Time: 9543.1 ms
[2022-03-24 02:02:58 main:574] : INFO : Epoch 1699 | loss: 0.0311759 | val_loss: 0.0311855 | Time: 9477.76 ms
[2022-03-24 02:03:08 main:574] : INFO : Epoch 1700 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 9475.43 ms
[2022-03-24 02:03:17 main:574] : INFO : Epoch 1701 | loss: 0.0311751 | val_loss: 0.0311826 | Time: 9632.08 ms
[2022-03-24 02:03:27 main:574] : INFO : Epoch 1702 | loss: 0.0311743 | val_loss: 0.031183 | Time: 9681.35 ms
[2022-03-24 02:03:36 main:574] : INFO : Epoch 1703 | loss: 0.031174 | val_loss: 0.0311824 | Time: 9511.74 ms
[2022-03-24 02:03:46 main:574] : INFO : Epoch 1704 | loss: 0.0311738 | val_loss: 0.0311854 | Time: 9420.12 ms
[2022-03-24 02:03:55 main:574] : INFO : Epoch 1705 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 9537.36 ms
[2022-03-24 02:04:05 main:574] : INFO : Epoch 1706 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 9787.7 ms
[2022-03-24 02:04:15 main:574] : INFO : Epoch 1707 | loss: 0.0311732 | val_loss: 0.0311842 | Time: 9575.51 ms
[2022-03-24 02:04:24 main:574] : INFO : Epoch 1708 | loss: 0.031174 | val_loss: 0.0311871 | Time: 9648.16 ms
[2022-03-24 02:04:34 main:574] : INFO : Epoch 1709 | loss: 0.031175 | val_loss: 0.0311833 | Time: 9517.86 ms
[2022-03-24 02:04:44 main:574] : INFO : Epoch 1710 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 9791.56 ms
[2022-03-24 02:04:53 main:574] : INFO : Epoch 1711 | loss: 0.0311728 | val_loss: 0.0311838 | Time: 9570.44 ms
[2022-03-24 02:05:03 main:574] : INFO : Epoch 1712 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 9377.75 ms
[2022-03-24 02:05:12 main:574] : INFO : Epoch 1713 | loss: 0.0311722 | val_loss: 0.031183 | Time: 9695.28 ms
[2022-03-24 02:05:22 main:574] : INFO : Epoch 1714 | loss: 0.0311719 | val_loss: 0.0311831 | Time: 9624.82 ms
[2022-03-24 02:05:32 main:574] : INFO : Epoch 1715 | loss: 0.0311722 | val_loss: 0.031184 | Time: 9720.45 ms
[2022-03-24 02:05:41 main:574] : INFO : Epoch 1716 | loss: 0.0311737 | val_loss: 0.0311845 | Time: 9469.91 ms
[2022-03-24 02:05:51 main:574] : INFO : Epoch 1717 | loss: 0.0311734 | val_loss: 0.031183 | Time: 9542.55 ms
[2022-03-24 02:06:00 main:574] : INFO : Epoch 1718 | loss: 0.0311736 | val_loss: 0.0311829 | Time: 9530.3 ms
[2022-03-24 02:06:10 main:574] : INFO : Epoch 1719 | loss: 0.031175 | val_loss: 0.0311846 | Time: 9531.77 ms
[2022-03-24 02:06:20 main:574] : INFO : Epoch 1720 | loss: 0.0311734 | val_loss: 0.0311851 | Time: 9806.28 ms
[2022-03-24 02:06:29 main:574] : INFO : Epoch 1721 | loss: 0.0311713 | val_loss: 0.0311846 | Time: 9778.71 ms
[2022-03-24 02:06:39 main:574] : INFO : Epoch 1722 | loss: 0.0311754 | val_loss: 0.0311864 | Time: 9642.52 ms
[2022-03-24 02:06:49 main:574] : INFO : Epoch 1723 | loss: 0.0311738 | val_loss: 0.0311821 | Time: 9616.42 ms
[2022-03-24 02:06:59 main:574] : INFO : Epoch 1724 | loss: 0.031174 | val_loss: 0.0311863 | Time: 10096.8 ms
[2022-03-24 02:07:09 main:574] : INFO : Epoch 1725 | loss: 0.0311739 | val_loss: 0.031185 | Time: 9658.59 ms
[2022-03-24 02:07:18 main:574] : INFO : Epoch 1726 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 9770.25 ms
[2022-03-24 02:07:28 main:574] : INFO : Epoch 1727 | loss: 0.0311744 | val_loss: 0.0311833 | Time: 9684.82 ms
[2022-03-24 02:07:38 main:574] : INFO : Epoch 1728 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 9563.21 ms
[2022-03-24 02:07:47 main:574] : INFO : Epoch 1729 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 9590.88 ms
[2022-03-24 02:07:57 main:574] : INFO : Epoch 1730 | loss: 0.0311739 | val_loss: 0.0311837 | Time: 9612.36 ms
[2022-03-24 02:08:06 main:574] : INFO : Epoch 1731 | loss: 0.0311737 | val_loss: 0.0311847 | Time: 9431.82 ms
[2022-03-24 02:08:16 main:574] : INFO : Epoch 1732 | loss: 0.0311738 | val_loss: 0.0311855 | Time: 9634.53 ms
[2022-03-24 02:08:26 main:574] : INFO : Epoch 1733 | loss: 0.0311717 | val_loss: 0.031182 | Time: 9803.67 ms
[2022-03-24 02:08:36 main:574] : INFO : Epoch 1734 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 10380.7 ms
[2022-03-24 02:08:46 main:574] : INFO : Epoch 1735 | loss: 0.0311706 | val_loss: 0.0311843 | Time: 10109.6 ms
[2022-03-24 02:08:56 main:574] : INFO : Epoch 1736 | loss: 0.0311727 | val_loss: 0.0311852 | Time: 9484.45 ms
[2022-03-24 02:09:06 main:574] : INFO : Epoch 1737 | loss: 0.0311723 | val_loss: 0.0311833 | Time: 10057.3 ms
[2022-03-24 02:09:16 main:574] : INFO : Epoch 1738 | loss: 0.0311709 | val_loss: 0.0311819 | Time: 10337.3 ms
[2022-03-24 02:09:26 main:574] : INFO : Epoch 1739 | loss: 0.0311697 | val_loss: 0.0311808 | Time: 9700.59 ms
[2022-03-24 02:09:36 main:574] : INFO : Epoch 1740 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 9847.02 ms
[2022-03-24 02:09:45 main:574] : INFO : Epoch 1741 | loss: 0.0311737 | val_loss: 0.0311858 | Time: 9549.89 ms
[2022-03-24 02:09:55 main:574] : INFO : Epoch 1742 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 9642.65 ms
[2022-03-24 02:10:04 main:574] : INFO : Epoch 1743 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 9490.82 ms
[2022-03-24 02:10:14 main:574] : INFO : Epoch 1744 | loss: 0.031173 | val_loss: 0.0311818 | Time: 9784.75 ms
[2022-03-24 02:10:24 main:574] : INFO : Epoch 1745 | loss: 0.0311715 | val_loss: 0.0311807 | Time: 9499.4 ms
[2022-03-24 02:10:33 main:574] : INFO : Epoch 1746 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 9587.67 ms
[2022-03-24 02:10:43 main:574] : INFO : Epoch 1747 | loss: 0.0311708 | val_loss: 0.0311841 | Time: 9609.68 ms
[2022-03-24 02:10:52 main:574] : INFO : Epoch 1748 | loss: 0.0311703 | val_loss: 0.0311857 | Time: 9473.04 ms
[2022-03-24 02:11:02 main:574] : INFO : Epoch 1749 | loss: 0.0311711 | val_loss: 0.0311844 | Time: 9890.79 ms
[2022-03-24 02:11:12 main:574] : INFO : Epoch 1750 | loss: 0.0311717 | val_loss: 0.0311831 | Time: 9682.56 ms
[2022-03-24 02:11:22 main:574] : INFO : Epoch 1751 | loss: 0.0311704 | val_loss: 0.031182 | Time: 9728.9 ms
[2022-03-24 02:11:32 main:574] : INFO : Epoch 1752 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 9761.54 ms
[2022-03-24 02:11:41 main:574] : INFO : Epoch 1753 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 9501.25 ms
[2022-03-24 02:11:51 main:574] : INFO : Epoch 1754 | loss: 0.0311694 | val_loss: 0.0311832 | Time: 9746.2 ms
[2022-03-24 02:12:01 main:574] : INFO : Epoch 1755 | loss: 0.0311701 | val_loss: 0.0311867 | Time: 9831.23 ms
[2022-03-24 02:12:11 main:574] : INFO : Epoch 1756 | loss: 0.0311694 | val_loss: 0.0311809 | Time: 10072.9 ms
[2022-03-24 02:12:20 main:574] : INFO : Epoch 1757 | loss: 0.0311676 | val_loss: 0.0311841 | Time: 9697.29 ms
[2022-03-24 02:12:30 main:574] : INFO : Epoch 1758 | loss: 0.0311674 | val_loss: 0.0311818 | Time: 9699.72 ms
[2022-03-24 02:12:40 main:574] : INFO : Epoch 1759 | loss: 0.03117 | val_loss: 0.0311844 | Time: 9603.25 ms
[2022-03-24 02:12:49 main:574] : INFO : Epoch 1760 | loss: 0.0311677 | val_loss: 0.0311841 | Time: 9662.76 ms
[2022-03-24 02:12:59 main:574] : INFO : Epoch 1761 | loss: 0.031169 | val_loss: 0.0311849 | Time: 9664.96 ms
[2022-03-24 02:13:09 main:574] : INFO : Epoch 1762 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 9587.41 ms
[2022-03-24 02:13:19 main:574] : INFO : Epoch 1763 | loss: 0.031171 | val_loss: 0.0311824 | Time: 9757.42 ms
[2022-03-24 02:13:28 main:574] : INFO : Epoch 1764 | loss: 0.0311701 | val_loss: 0.0311846 | Time: 9480.3 ms
[2022-03-24 02:13:38 main:574] : INFO : Epoch 1765 | loss: 0.0311684 | val_loss: 0.0311832 | Time: 9680.6 ms
[2022-03-24 02:13:47 main:574] : INFO : Epoch 1766 | loss: 0.0311681 | val_loss: 0.031182 | Time: 9583.67 ms
[2022-03-24 02:13:57 main:574] : INFO : Epoch 1767 | loss: 0.0311682 | val_loss: 0.0311867 | Time: 9690.33 ms
[2022-03-24 02:14:07 main:574] : INFO : Epoch 1768 | loss: 0.0311678 | val_loss: 0.0311854 | Time: 9505.84 ms
[2022-03-24 02:14:16 main:574] : INFO : Epoch 1769 | loss: 0.031167 | val_loss: 0.0311835 | Time: 9398.37 ms
[2022-03-24 02:14:25 main:574] : INFO : Epoch 1770 | loss: 0.0311662 | val_loss: 0.0311819 | Time: 9538.5 ms
[2022-03-24 02:14:35 main:574] : INFO : Epoch 1771 | loss: 0.0311657 | val_loss: 0.0311819 | Time: 9723.09 ms
[2022-03-24 02:14:45 main:574] : INFO : Epoch 1772 | loss: 0.0311689 | val_loss: 0.0311893 | Time: 9555.8 ms
[2022-03-24 02:14:54 main:574] : INFO : Epoch 1773 | loss: 0.0311712 | val_loss: 0.0311872 | Time: 9627.58 ms
[2022-03-24 02:15:04 main:574] : INFO : Epoch 1774 | loss: 0.0311711 | val_loss: 0.0311823 | Time: 9823.44 ms
[2022-03-24 02:15:14 main:574] : INFO : Epoch 1775 | loss: 0.0311673 | val_loss: 0.0311824 | Time: 9813.9 ms
[2022-03-24 02:15:24 main:574] : INFO : Epoch 1776 | loss: 0.0311661 | val_loss: 0.0311817 | Time: 9534.92 ms
[2022-03-24 02:15:33 main:574] : INFO : Epoch 1777 | loss: 0.0311656 | val_loss: 0.0311844 | Time: 9780.32 ms
[2022-03-24 02:15:43 main:574] : INFO : Epoch 1778 | loss: 0.0311665 | val_loss: 0.0311855 | Time: 9561.8 ms
[2022-03-24 02:15:53 main:574] : INFO : Epoch 1779 | loss: 0.0311647 | val_loss: 0.0311804 | Time: 9655.13 ms
[2022-03-24 02:16:02 main:574] : INFO : Epoch 1780 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 9583 ms
[2022-03-24 02:16:12 main:574] : INFO : Epoch 1781 | loss: 0.0311649 | val_loss: 0.0311838 | Time: 9795.34 ms
[2022-03-24 02:16:22 main:574] : INFO : Epoch 1782 | loss: 0.0311659 | val_loss: 0.0311847 | Time: 9705.49 ms
[2022-03-24 02:16:31 main:574] : INFO : Epoch 1783 | loss: 0.0311658 | val_loss: 0.0311821 | Time: 9507.7 ms
[2022-03-24 02:16:41 main:574] : INFO : Epoch 1784 | loss: 0.0311664 | val_loss: 0.0311829 | Time: 9814.81 ms
[2022-03-24 02:16:51 main:574] : INFO : Epoch 1785 | loss: 0.031167 | val_loss: 0.0311837 | Time: 9610.91 ms
[2022-03-24 02:17:01 main:574] : INFO : Epoch 1786 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 9918.99 ms
[2022-03-24 02:17:10 main:574] : INFO : Epoch 1787 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 9614.69 ms
[2022-03-24 02:17:20 main:574] : INFO : Epoch 1788 | loss: 0.0311662 | val_loss: 0.0311808 | Time: 9517.51 ms
[2022-03-24 02:17:29 main:574] : INFO : Epoch 1789 | loss: 0.0311668 | val_loss: 0.0311841 | Time: 9595.21 ms
[2022-03-24 02:17:39 main:574] : INFO : Epoch 1790 | loss: 0.031166 | val_loss: 0.0311819 | Time: 9406.78 ms
[2022-03-24 02:17:48 main:574] : INFO : Epoch 1791 | loss: 0.0311648 | val_loss: 0.0311834 | Time: 9490.66 ms
[2022-03-24 02:17:58 main:574] : INFO : Epoch 1792 | loss: 0.0311641 | val_loss: 0.0311807 | Time: 9541.69 ms
[2022-03-24 02:18:08 main:574] : INFO : Epoch 1793 | loss: 0.0311644 | val_loss: 0.0311827 | Time: 9614.06 ms
[2022-03-24 02:18:17 main:574] : INFO : Epoch 1794 | loss: 0.0311712 | val_loss: 0.0311875 | Time: 9436.79 ms
[2022-03-24 02:18:27 main:574] : INFO : Epoch 1795 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 9566.62 ms
[2022-03-24 02:18:36 main:574] : INFO : Epoch 1796 | loss: 0.0311674 | val_loss: 0.031179 | Time: 9571.48 ms
[2022-03-24 02:18:46 main:574] : INFO : Epoch 1797 | loss: 0.0311658 | val_loss: 0.0311803 | Time: 9560.33 ms
[2022-03-24 02:18:55 main:574] : INFO : Epoch 1798 | loss: 0.0311657 | val_loss: 0.0311828 | Time: 9451.46 ms
[2022-03-24 02:19:05 main:574] : INFO : Epoch 1799 | loss: 0.0311653 | val_loss: 0.0311826 | Time: 9550.11 ms
[2022-03-24 02:19:14 main:574] : INFO : Epoch 1800 | loss: 0.0311648 | val_loss: 0.0311808 | Time: 9550.69 ms
[2022-03-24 02:19:24 main:574] : INFO : Epoch 1801 | loss: 0.0311637 | val_loss: 0.0311822 | Time: 9366.32 ms
[2022-03-24 02:19:33 main:574] : INFO : Epoch 1802 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 9375.98 ms
[2022-03-24 02:19:43 main:574] : INFO : Epoch 1803 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 9914.91 ms
[2022-03-24 02:19:53 main:574] : INFO : Epoch 1804 | loss: 0.0311715 | val_loss: 0.0311782 | Time: 9496.45 ms
[2022-03-24 02:20:02 main:574] : INFO : Epoch 1805 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 9614.28 ms
[2022-03-24 02:20:12 main:574] : INFO : Epoch 1806 | loss: 0.0311711 | val_loss: 0.0311795 | Time: 9388.3 ms
[2022-03-24 02:20:21 main:574] : INFO : Epoch 1807 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 9498.34 ms
[2022-03-24 02:20:31 main:574] : INFO : Epoch 1808 | loss: 0.0311686 | val_loss: 0.0311827 | Time: 9669.29 ms
[2022-03-24 02:20:40 main:574] : INFO : Epoch 1809 | loss: 0.0311693 | val_loss: 0.0311832 | Time: 9464.67 ms
[2022-03-24 02:20:50 main:574] : INFO : Epoch 1810 | loss: 0.0311682 | val_loss: 0.0311805 | Time: 9465.45 ms
[2022-03-24 02:20:59 main:574] : INFO : Epoch 1811 | loss: 0.0311661 | val_loss: 0.03118 | Time: 9395.19 ms
[2022-03-24 02:21:09 main:574] : INFO : Epoch 1812 | loss: 0.0311665 | val_loss: 0.031179 | Time: 9621.68 ms
[2022-03-24 02:21:18 main:574] : INFO : Epoch 1813 | loss: 0.0311707 | val_loss: 0.0311831 | Time: 9572.18 ms
[2022-03-24 02:21:28 main:574] : INFO : Epoch 1814 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 9524.32 ms
[2022-03-24 02:21:37 main:574] : INFO : Epoch 1815 | loss: 0.0311692 | val_loss: 0.0311809 | Time: 9418.76 ms
[2022-03-24 02:21:47 main:574] : INFO : Epoch 1816 | loss: 0.0311674 | val_loss: 0.0311811 | Time: 9594.89 ms
[2022-03-24 02:21:57 main:574] : INFO : Epoch 1817 | loss: 0.0311675 | val_loss: 0.03118 | Time: 10313.5 ms
[2022-03-24 02:22:07 main:574] : INFO : Epoch 1818 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 9514.17 ms
[2022-03-24 02:22:16 main:574] : INFO : Epoch 1819 | loss: 0.0311653 | val_loss: 0.0311797 | Time: 9611.56 ms
[2022-03-24 02:22:26 main:574] : INFO : Epoch 1820 | loss: 0.031165 | val_loss: 0.0311806 | Time: 9521.67 ms
[2022-03-24 02:22:36 main:574] : INFO : Epoch 1821 | loss: 0.0311646 | val_loss: 0.0311788 | Time: 9574.42 ms
[2022-03-24 02:22:45 main:574] : INFO : Epoch 1822 | loss: 0.031164 | val_loss: 0.0311806 | Time: 9409.25 ms
[2022-03-24 02:22:55 main:574] : INFO : Epoch 1823 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 9565.41 ms
[2022-03-24 02:23:04 main:574] : INFO : Epoch 1824 | loss: 0.0311671 | val_loss: 0.031179 | Time: 9609.36 ms
[2022-03-24 02:23:14 main:574] : INFO : Epoch 1825 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 9385.15 ms
[2022-03-24 02:23:23 main:574] : INFO : Epoch 1826 | loss: 0.0311654 | val_loss: 0.031183 | Time: 9511.41 ms
[2022-03-24 02:23:33 main:574] : INFO : Epoch 1827 | loss: 0.0311652 | val_loss: 0.0311801 | Time: 9530.41 ms
[2022-03-24 02:23:42 main:574] : INFO : Epoch 1828 | loss: 0.0311641 | val_loss: 0.0311792 | Time: 9512.53 ms
[2022-03-24 02:23:52 main:574] : INFO : Epoch 1829 | loss: 0.0311662 | val_loss: 0.0311809 | Time: 9543.67 ms
[2022-03-24 02:24:01 main:574] : INFO : Epoch 1830 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 9599.81 ms
[2022-03-24 02:24:11 main:574] : INFO : Epoch 1831 | loss: 0.0311686 | val_loss: 0.0311819 | Time: 9523.49 ms
[2022-03-24 02:24:20 main:574] : INFO : Epoch 1832 | loss: 0.0311661 | val_loss: 0.0311866 | Time: 9539.61 ms
[2022-03-24 02:24:30 main:574] : INFO : Epoch 1833 | loss: 0.0311686 | val_loss: 0.0311833 | Time: 9445.65 ms
[2022-03-24 02:24:39 main:574] : INFO : Epoch 1834 | loss: 0.0311658 | val_loss: 0.0311826 | Time: 9595.6 ms
[2022-03-24 02:24:49 main:574] : INFO : Epoch 1835 | loss: 0.0311667 | val_loss: 0.0311822 | Time: 9506.11 ms
[2022-03-24 02:24:59 main:574] : INFO : Epoch 1836 | loss: 0.0311672 | val_loss: 0.0311887 | Time: 9716.19 ms
[2022-03-24 02:25:08 main:574] : INFO : Epoch 1837 | loss: 0.0311698 | val_loss: 0.0311842 | Time: 9656.06 ms
[2022-03-24 02:25:18 main:574] : INFO : Epoch 1838 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 9722.39 ms
[2022-03-24 02:25:28 main:574] : INFO : Epoch 1839 | loss: 0.0311669 | val_loss: 0.0311832 | Time: 9526.61 ms
[2022-03-24 02:25:37 main:574] : INFO : Epoch 1840 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 9615.18 ms
[2022-03-24 02:25:47 main:574] : INFO : Epoch 1841 | loss: 0.031173 | val_loss: 0.0311817 | Time: 9477.77 ms
[2022-03-24 02:25:56 main:574] : INFO : Epoch 1842 | loss: 0.0311711 | val_loss: 0.0311845 | Time: 9519.66 ms
[2022-03-24 02:26:06 main:574] : INFO : Epoch 1843 | loss: 0.0311714 | val_loss: 0.0311822 | Time: 9505.81 ms
[2022-03-24 02:26:16 main:574] : INFO : Epoch 1844 | loss: 0.0311713 | val_loss: 0.0311825 | Time: 9835.39 ms
[2022-03-24 02:26:25 main:574] : INFO : Epoch 1845 | loss: 0.0311702 | val_loss: 0.0311812 | Time: 9667.83 ms
[2022-03-24 02:26:35 main:574] : INFO : Epoch 1846 | loss: 0.0311708 | val_loss: 0.0311831 | Time: 9533.47 ms
[2022-03-24 02:26:45 main:574] : INFO : Epoch 1847 | loss: 0.0311717 | val_loss: 0.0311819 | Time: 9695.4 ms
[2022-03-24 02:26:54 main:574] : INFO : Epoch 1848 | loss: 0.0311702 | val_loss: 0.0311842 | Time: 9771.84 ms
[2022-03-24 02:27:04 main:574] : INFO : Epoch 1849 | loss: 0.0311697 | val_loss: 0.0311853 | Time: 9717.25 ms
[2022-03-24 02:27:14 main:574] : INFO : Epoch 1850 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 9429.78 ms
[2022-03-24 02:27:23 main:574] : INFO : Epoch 1851 | loss: 0.0311657 | val_loss: 0.0311843 | Time: 9663.94 ms
[2022-03-24 02:27:33 main:574] : INFO : Epoch 1852 | loss: 0.0311667 | val_loss: 0.0311836 | Time: 9610.24 ms
[2022-03-24 02:27:42 main:574] : INFO : Epoch 1853 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 9449.81 ms
[2022-03-24 02:27:52 main:574] : INFO : Epoch 1854 | loss: 0.031165 | val_loss: 0.0311828 | Time: 9472.21 ms
[2022-03-24 02:28:01 main:574] : INFO : Epoch 1855 | loss: 0.031167 | val_loss: 0.0311804 | Time: 9573.74 ms
[2022-03-24 02:28:11 main:574] : INFO : Epoch 1856 | loss: 0.0311671 | val_loss: 0.0311862 | Time: 9616.66 ms
[2022-03-24 02:28:21 main:574] : INFO : Epoch 1857 | loss: 0.0311653 | val_loss: 0.0311822 | Time: 9545.77 ms
[2022-03-24 02:28:30 main:574] : INFO : Epoch 1858 | loss: 0.0311645 | val_loss: 0.0311833 | Time: 9510.43 ms
[2022-03-24 02:28:40 main:574] : INFO : Epoch 1859 | loss: 0.031165 | val_loss: 0.0311819 | Time: 9536.3 ms
[2022-03-24 02:28:49 main:574] : INFO : Epoch 1860 | loss: 0.0311639 | val_loss: 0.0311826 | Time: 9530.42 ms
[2022-03-24 02:28:59 main:574] : INFO : Epoch 1861 | loss: 0.0311678 | val_loss: 0.0311816 | Time: 9589.38 ms
[2022-03-24 02:29:08 main:574] : INFO : Epoch 1862 | loss: 0.0311682 | val_loss: 0.031184 | Time: 9484.53 ms
[2022-03-24 02:29:18 main:574] : INFO : Epoch 1863 | loss: 0.0311671 | val_loss: 0.0311807 | Time: 9454.65 ms
[2022-03-24 02:29:27 main:574] : INFO : Epoch 1864 | loss: 0.0311647 | val_loss: 0.0311818 | Time: 9581.71 ms
[2022-03-24 02:29:37 main:574] : INFO : Epoch 1865 | loss: 0.031164 | val_loss: 0.0311824 | Time: 9663.32 ms
[2022-03-24 02:29:47 main:574] : INFO : Epoch 1866 | loss: 0.0311635 | val_loss: 0.0311814 | Time: 9625.79 ms
[2022-03-24 02:29:56 main:574] : INFO : Epoch 1867 | loss: 0.0311631 | val_loss: 0.0311813 | Time: 9520.25 ms
[2022-03-24 02:30:06 main:574] : INFO : Epoch 1868 | loss: 0.0311631 | val_loss: 0.0311821 | Time: 9533.71 ms
[2022-03-24 02:30:16 main:574] : INFO : Epoch 1869 | loss: 0.0311622 | val_loss: 0.0311821 | Time: 9784.93 ms
[2022-03-24 02:30:25 main:574] : INFO : Epoch 1870 | loss: 0.0311617 | val_loss: 0.0311822 | Time: 9523.66 ms
[2022-03-24 02:30:35 main:574] : INFO : Epoch 1871 | loss: 0.0311616 | val_loss: 0.0311829 | Time: 9445.44 ms
[2022-03-24 02:30:44 main:574] : INFO : Epoch 1872 | loss: 0.0311617 | val_loss: 0.0311827 | Time: 9523.73 ms
[2022-03-24 02:30:54 main:574] : INFO : Epoch 1873 | loss: 0.0311615 | val_loss: 0.0311809 | Time: 9736.72 ms
[2022-03-24 02:31:03 main:574] : INFO : Epoch 1874 | loss: 0.0311608 | val_loss: 0.0311826 | Time: 9659.77 ms
[2022-03-24 02:31:13 main:574] : INFO : Epoch 1875 | loss: 0.0311606 | val_loss: 0.0311801 | Time: 9673.4 ms
[2022-03-24 02:31:23 main:574] : INFO : Epoch 1876 | loss: 0.0311606 | val_loss: 0.031182 | Time: 9635.19 ms
[2022-03-24 02:31:32 main:574] : INFO : Epoch 1877 | loss: 0.0311602 | val_loss: 0.0311807 | Time: 9603.24 ms
[2022-03-24 02:31:42 main:574] : INFO : Epoch 1878 | loss: 0.0311603 | val_loss: 0.0311812 | Time: 9530.42 ms
[2022-03-24 02:31:52 main:574] : INFO : Epoch 1879 | loss: 0.0311596 | val_loss: 0.0311835 | Time: 9717.29 ms
[2022-03-24 02:32:02 main:574] : INFO : Epoch 1880 | loss: 0.0311611 | val_loss: 0.0311823 | Time: 9782.04 ms
[2022-03-24 02:32:11 main:574] : INFO : Epoch 1881 | loss: 0.0311597 | val_loss: 0.031183 | Time: 9595.91 ms
[2022-03-24 02:32:21 main:574] : INFO : Epoch 1882 | loss: 0.0311591 | val_loss: 0.0311826 | Time: 9597.42 ms
[2022-03-24 02:32:30 main:574] : INFO : Epoch 1883 | loss: 0.0311585 | val_loss: 0.0311818 | Time: 9455.99 ms
[2022-03-24 02:32:40 main:574] : INFO : Epoch 1884 | loss: 0.0311581 | val_loss: 0.0311838 | Time: 9610.77 ms
[2022-03-24 02:32:49 main:574] : INFO : Epoch 1885 | loss: 0.0311583 | val_loss: 0.0311819 | Time: 9625.82 ms
[2022-03-24 02:32:59 main:574] : INFO : Epoch 1886 | loss: 0.0311601 | val_loss: 0.0311917 | Time: 9804.28 ms
[2022-03-24 02:33:09 main:574] : INFO : Epoch 1887 | loss: 0.0311609 | val_loss: 0.0311841 | Time: 9530.64 ms
[2022-03-24 02:33:18 main:574] : INFO : Epoch 1888 | loss: 0.0311604 | val_loss: 0.0311857 | Time: 9503.36 ms
[2022-03-24 02:33:28 main:574] : INFO : Epoch 1889 | loss: 0.0311597 | val_loss: 0.0311841 | Time: 9565.99 ms
[2022-03-24 02:33:37 main:574] : INFO : Epoch 1890 | loss: 0.0311604 | val_loss: 0.0311828 | Time: 9526.6 ms
[2022-03-24 02:33:47 main:574] : INFO : Epoch 1891 | loss: 0.0311609 | val_loss: 0.0311821 | Time: 9479.11 ms
[2022-03-24 02:33:57 main:574] : INFO : Epoch 1892 | loss: 0.0311583 | val_loss: 0.0311841 | Time: 9557.47 ms
[2022-03-24 02:34:06 main:574] : INFO : Epoch 1893 | loss: 0.0311604 | val_loss: 0.0311833 | Time: 9632.88 ms
[2022-03-24 02:34:16 main:574] : INFO : Epoch 1894 | loss: 0.0311584 | val_loss: 0.0311825 | Time: 9637.97 ms
[2022-03-24 02:34:25 main:574] : INFO : Epoch 1895 | loss: 0.0311577 | val_loss: 0.031184 | Time: 9665.83 ms
[2022-03-24 02:34:35 main:574] : INFO : Epoch 1896 | loss: 0.0311587 | val_loss: 0.0311881 | Time: 9524.9 ms
[2022-03-24 02:34:45 main:574] : INFO : Epoch 1897 | loss: 0.0311576 | val_loss: 0.0311818 | Time: 9757.07 ms
[2022-03-24 02:34:54 main:574] : INFO : Epoch 1898 | loss: 0.0311575 | val_loss: 0.0311842 | Time: 9672 ms
[2022-03-24 02:35:04 main:574] : INFO : Epoch 1899 | loss: 0.0311582 | val_loss: 0.0311887 | Time: 9465.6 ms
[2022-03-24 02:35:14 main:574] : INFO : Epoch 1900 | loss: 0.0311581 | val_loss: 0.0311844 | Time: 9705.71 ms
[2022-03-24 02:35:23 main:574] : INFO : Epoch 1901 | loss: 0.0311567 | val_loss: 0.0311848 | Time: 9429.59 ms
[2022-03-24 02:35:33 main:574] : INFO : Epoch 1902 | loss: 0.031156 | val_loss: 0.0311828 | Time: 9475.97 ms
[2022-03-24 02:35:42 main:574] : INFO : Epoch 1903 | loss: 0.0311571 | val_loss: 0.0311849 | Time: 9576.64 ms
[2022-03-24 02:35:52 main:574] : INFO : Epoch 1904 | loss: 0.0311571 | val_loss: 0.0311849 | Time: 9782.79 ms
[2022-03-24 02:36:02 main:574] : INFO : Epoch 1905 | loss: 0.0311574 | val_loss: 0.0311853 | Time: 9548.91 ms
[2022-03-24 02:36:11 main:574] : INFO : Epoch 1906 | loss: 0.0311571 | val_loss: 0.0311859 | Time: 9497.02 ms
[2022-03-24 02:36:21 main:574] : INFO : Epoch 1907 | loss: 0.0311567 | val_loss: 0.0311841 | Time: 9694.28 ms
[2022-03-24 02:36:30 main:574] : INFO : Epoch 1908 | loss: 0.0311555 | val_loss: 0.0311884 | Time: 9627.47 ms
[2022-03-24 02:36:40 main:574] : INFO : Epoch 1909 | loss: 0.0311562 | val_loss: 0.0311828 | Time: 9489.86 ms
[2022-03-24 02:36:49 main:574] : INFO : Epoch 1910 | loss: 0.0311601 | val_loss: 0.0311855 | Time: 9405.02 ms
[2022-03-24 02:36:59 main:574] : INFO : Epoch 1911 | loss: 0.0311618 | val_loss: 0.0311831 | Time: 9774.29 ms
[2022-03-24 02:37:08 main:574] : INFO : Epoch 1912 | loss: 0.0311611 | val_loss: 0.0311842 | Time: 9254.63 ms
[2022-03-24 02:37:18 main:574] : INFO : Epoch 1913 | loss: 0.0311607 | val_loss: 0.0311835 | Time: 9244.16 ms
[2022-03-24 02:37:27 main:574] : INFO : Epoch 1914 | loss: 0.0311602 | val_loss: 0.0311859 | Time: 9230.85 ms
[2022-03-24 02:37:36 main:574] : INFO : Epoch 1915 | loss: 0.0311567 | val_loss: 0.031183 | Time: 9295.21 ms
[2022-03-24 02:37:45 main:574] : INFO : Epoch 1916 | loss: 0.0311579 | val_loss: 0.0311867 | Time: 9142.89 ms
[2022-03-24 02:37:55 main:574] : INFO : Epoch 1917 | loss: 0.031159 | val_loss: 0.0311857 | Time: 9184.54 ms
[2022-03-24 02:38:04 main:574] : INFO : Epoch 1918 | loss: 0.0311596 | val_loss: 0.0311846 | Time: 9223.67 ms
[2022-03-24 02:38:13 main:574] : INFO : Epoch 1919 | loss: 0.031162 | val_loss: 0.031181 | Time: 9243.63 ms
[2022-03-24 02:38:22 main:574] : INFO : Epoch 1920 | loss: 0.0311601 | val_loss: 0.0311825 | Time: 9252.13 ms
[2022-03-24 02:38:32 main:574] : INFO : Epoch 1921 | loss: 0.0311594 | val_loss: 0.0311808 | Time: 9261.92 ms
[2022-03-24 02:38:41 main:574] : INFO : Epoch 1922 | loss: 0.0311581 | val_loss: 0.031185 | Time: 9216.23 ms
[2022-03-24 02:38:50 main:574] : INFO : Epoch 1923 | loss: 0.0311577 | val_loss: 0.0311844 | Time: 9288.5 ms
[2022-03-24 02:38:59 main:574] : INFO : Epoch 1924 | loss: 0.0311568 | val_loss: 0.0311879 | Time: 9190.67 ms
[2022-03-24 02:39:09 main:574] : INFO : Epoch 1925 | loss: 0.0311552 | val_loss: 0.0311828 | Time: 9299.71 ms
[2022-03-24 02:39:18 main:574] : INFO : Epoch 1926 | loss: 0.0311553 | val_loss: 0.0311839 | Time: 9160.54 ms
[2022-03-24 02:39:27 main:574] : INFO : Epoch 1927 | loss: 0.0311564 | val_loss: 0.0311856 | Time: 9154.52 ms
[2022-03-24 02:39:36 main:574] : INFO : Epoch 1928 | loss: 0.0311566 | val_loss: 0.0311843 | Time: 9071.64 ms
[2022-03-24 02:39:45 main:574] : INFO : Epoch 1929 | loss: 0.0311561 | val_loss: 0.0311831 | Time: 9302.24 ms
[2022-03-24 02:39:55 main:574] : INFO : Epoch 1930 | loss: 0.0311555 | val_loss: 0.0311853 | Time: 9278.72 ms
[2022-03-24 02:40:04 main:574] : INFO : Epoch 1931 | loss: 0.0311567 | val_loss: 0.0311863 | Time: 9185.07 ms
[2022-03-24 02:40:13 main:574] : INFO : Epoch 1932 | loss: 0.0311553 | val_loss: 0.0311843 | Time: 9154.47 ms
[2022-03-24 02:40:22 main:574] : INFO : Epoch 1933 | loss: 0.0311543 | val_loss: 0.0311885 | Time: 9280.95 ms
[2022-03-24 02:40:31 main:574] : INFO : Epoch 1934 | loss: 0.0311547 | val_loss: 0.0311855 | Time: 9173.38 ms
[2022-03-24 02:40:41 main:574] : INFO : Epoch 1935 | loss: 0.0311564 | val_loss: 0.031183 | Time: 9175.99 ms
[2022-03-24 02:40:50 main:574] : INFO : Epoch 1936 | loss: 0.031159 | val_loss: 0.0311843 | Time: 9180.19 ms
[2022-03-24 02:40:59 main:574] : INFO : Epoch 1937 | loss: 0.0311576 | val_loss: 0.0311847 | Time: 9166.49 ms
[2022-03-24 02:41:08 main:574] : INFO : Epoch 1938 | loss: 0.0311578 | val_loss: 0.0311848 | Time: 9295.61 ms
[2022-03-24 02:41:18 main:574] : INFO : Epoch 1939 | loss: 0.0311586 | val_loss: 0.0311882 | Time: 9274.63 ms
[2022-03-24 02:41:27 main:574] : INFO : Epoch 1940 | loss: 0.0311577 | val_loss: 0.0311827 | Time: 9250.11 ms
[2022-03-24 02:41:36 main:574] : INFO : Epoch 1941 | loss: 0.031156 | val_loss: 0.031189 | Time: 9208.07 ms
[2022-03-24 02:41:45 main:574] : INFO : Epoch 1942 | loss: 0.031157 | val_loss: 0.0311894 | Time: 9256.43 ms
[2022-03-24 02:41:55 main:574] : INFO : Epoch 1943 | loss: 0.0311553 | val_loss: 0.0311844 | Time: 9290.86 ms
[2022-03-24 02:42:04 main:574] : INFO : Epoch 1944 | loss: 0.031156 | val_loss: 0.0311838 | Time: 9060.76 ms
[2022-03-24 02:42:13 main:574] : INFO : Epoch 1945 | loss: 0.0311575 | val_loss: 0.0311859 | Time: 9070.1 ms
[2022-03-24 02:42:22 main:574] : INFO : Epoch 1946 | loss: 0.031156 | val_loss: 0.0311863 | Time: 9040.31 ms
[2022-03-24 02:42:31 main:574] : INFO : Epoch 1947 | loss: 0.0311562 | val_loss: 0.0311877 | Time: 9131.82 ms
[2022-03-24 02:42:40 main:574] : INFO : Epoch 1948 | loss: 0.0311562 | val_loss: 0.0311885 | Time: 9121.73 ms
[2022-03-24 02:42:49 main:574] : INFO : Epoch 1949 | loss: 0.0311551 | val_loss: 0.0311872 | Time: 9091.71 ms
[2022-03-24 02:42:58 main:574] : INFO : Epoch 1950 | loss: 0.0311557 | val_loss: 0.031195 | Time: 9098.66 ms
[2022-03-24 02:43:07 main:574] : INFO : Epoch 1951 | loss: 0.0311566 | val_loss: 0.0311859 | Time: 9007.16 ms
[2022-03-24 02:43:17 main:574] : INFO : Epoch 1952 | loss: 0.0311563 | val_loss: 0.0311891 | Time: 9117.32 ms
[2022-03-24 02:43:26 main:574] : INFO : Epoch 1953 | loss: 0.0311545 | val_loss: 0.0311853 | Time: 9193.82 ms
[2022-03-24 02:43:35 main:574] : INFO : Epoch 1954 | loss: 0.0311552 | val_loss: 0.0311884 | Time: 9078.85 ms
[2022-03-24 02:43:44 main:574] : INFO : Epoch 1955 | loss: 0.0311555 | val_loss: 0.0311907 | Time: 9173.5 ms
[2022-03-24 02:43:53 main:574] : INFO : Epoch 1956 | loss: 0.031155 | val_loss: 0.0311874 | Time: 9108.34 ms
[2022-03-24 02:44:02 main:574] : INFO : Epoch 1957 | loss: 0.0311544 | val_loss: 0.0311897 | Time: 9050.44 ms
[2022-03-24 02:44:11 main:574] : INFO : Epoch 1958 | loss: 0.0311548 | val_loss: 0.0311851 | Time: 9059.55 ms
[2022-03-24 02:44:20 main:574] : INFO : Epoch 1959 | loss: 0.0311571 | val_loss: 0.03119 | Time: 9097.17 ms
[2022-03-24 02:44:30 main:574] : INFO : Epoch 1960 | loss: 0.0311595 | val_loss: 0.0311834 | Time: 9179.9 ms
[2022-03-24 02:44:39 main:574] : INFO : Epoch 1961 | loss: 0.0311568 | val_loss: 0.0311882 | Time: 9004.42 ms
[2022-03-24 02:44:48 main:574] : INFO : Epoch 1962 | loss: 0.031155 | val_loss: 0.0311888 | Time: 9171.17 ms
[2022-03-24 02:44:57 main:574] : INFO : Epoch 1963 | loss: 0.0311553 | val_loss: 0.0311835 | Time: 9051.84 ms
[2022-03-24 02:45:06 main:574] : INFO : Epoch 1964 | loss: 0.0311548 | val_loss: 0.0311913 | Time: 9203.02 ms
[2022-03-24 02:45:15 main:574] : INFO : Epoch 1965 | loss: 0.0311559 | val_loss: 0.0311869 | Time: 9110.82 ms
[2022-03-24 02:45:24 main:574] : INFO : Epoch 1966 | loss: 0.031155 | val_loss: 0.0311913 | Time: 9231.97 ms
[2022-03-24 02:45:34 main:574] : INFO : Epoch 1967 | loss: 0.0311536 | val_loss: 0.0311867 | Time: 9197.23 ms
[2022-03-24 02:45:43 main:574] : INFO : Epoch 1968 | loss: 0.0311549 | val_loss: 0.031189 | Time: 9177.19 ms
[2022-03-24 02:45:52 main:574] : INFO : Epoch 1969 | loss: 0.0311543 | val_loss: 0.0311866 | Time: 9198.83 ms
[2022-03-24 02:46:01 main:574] : INFO : Epoch 1970 | loss: 0.0311549 | val_loss: 0.0311846 | Time: 9386.39 ms
[2022-03-24 02:46:11 main:574] : INFO : Epoch 1971 | loss: 0.0311601 | val_loss: 0.0311902 | Time: 9821 ms
[2022-03-24 02:46:21 main:574] : INFO : Epoch 1972 | loss: 0.0311614 | val_loss: 0.0311897 | Time: 9678.99 ms
[2022-03-24 02:46:31 main:574] : INFO : Epoch 1973 | loss: 0.0311547 | val_loss: 0.0311941 | Time: 9597.39 ms
[2022-03-24 02:46:40 main:574] : INFO : Epoch 1974 | loss: 0.031154 | val_loss: 0.0311863 | Time: 9565.96 ms
[2022-03-24 02:46:50 main:574] : INFO : Epoch 1975 | loss: 0.0311536 | val_loss: 0.0311902 | Time: 9485.45 ms
[2022-03-24 02:46:59 main:574] : INFO : Epoch 1976 | loss: 0.0311531 | val_loss: 0.0311863 | Time: 9854.42 ms
[2022-03-24 02:47:09 main:574] : INFO : Epoch 1977 | loss: 0.0311531 | val_loss: 0.0311897 | Time: 9445.53 ms
[2022-03-24 02:47:18 main:574] : INFO : Epoch 1978 | loss: 0.031152 | val_loss: 0.0311874 | Time: 9537.9 ms
[2022-03-24 02:47:28 main:574] : INFO : Epoch 1979 | loss: 0.0311541 | val_loss: 0.0311862 | Time: 9567.86 ms
[2022-03-24 02:47:38 main:574] : INFO : Epoch 1980 | loss: 0.0311553 | val_loss: 0.0311901 | Time: 9638.22 ms
[2022-03-24 02:47:47 main:574] : INFO : Epoch 1981 | loss: 0.0311563 | val_loss: 0.0311867 | Time: 9453.16 ms
[2022-03-24 02:47:57 main:574] : INFO : Epoch 1982 | loss: 0.0311525 | val_loss: 0.0311904 | Time: 9512.15 ms
[2022-03-24 02:48:06 main:574] : INFO : Epoch 1983 | loss: 0.0311584 | val_loss: 0.0311834 | Time: 9696.25 ms
[2022-03-24 02:48:16 main:574] : INFO : Epoch 1984 | loss: 0.031159 | val_loss: 0.031186 | Time: 9483.75 ms
[2022-03-24 02:48:26 main:574] : INFO : Epoch 1985 | loss: 0.0311558 | val_loss: 0.0311848 | Time: 9667.22 ms
[2022-03-24 02:48:35 main:574] : INFO : Epoch 1986 | loss: 0.0311543 | val_loss: 0.0311859 | Time: 9557.77 ms
[2022-03-24 02:48:45 main:574] : INFO : Epoch 1987 | loss: 0.031155 | val_loss: 0.0311863 | Time: 9633.49 ms
[2022-03-24 02:48:54 main:574] : INFO : Epoch 1988 | loss: 0.0311537 | val_loss: 0.0311834 | Time: 9528.29 ms
[2022-03-24 02:49:04 main:574] : INFO : Epoch 1989 | loss: 0.0311537 | val_loss: 0.0311897 | Time: 9643.27 ms
[2022-03-24 02:49:14 main:574] : INFO : Epoch 1990 | loss: 0.0311539 | val_loss: 0.0311862 | Time: 9794.73 ms
[2022-03-24 02:49:24 main:574] : INFO : Epoch 1991 | loss: 0.0311507 | val_loss: 0.0311855 | Time: 9760.16 ms
[2022-03-24 02:49:33 main:574] : INFO : Epoch 1992 | loss: 0.0311529 | val_loss: 0.0311852 | Time: 9684.34 ms
[2022-03-24 02:49:43 main:574] : INFO : Epoch 1993 | loss: 0.0311587 | val_loss: 0.0311856 | Time: 9626.07 ms
[2022-03-24 02:49:53 main:574] : INFO : Epoch 1994 | loss: 0.0311567 | val_loss: 0.031185 | Time: 10031.9 ms
[2022-03-24 02:50:03 main:574] : INFO : Epoch 1995 | loss: 0.0311569 | val_loss: 0.0311846 | Time: 9798.05 ms
[2022-03-24 02:50:12 main:574] : INFO : Epoch 1996 | loss: 0.0311563 | val_loss: 0.0311853 | Time: 9640.48 ms
[2022-03-24 02:50:22 main:574] : INFO : Epoch 1997 | loss: 0.0311533 | val_loss: 0.0311866 | Time: 9570.64 ms
[2022-03-24 02:50:32 main:574] : INFO : Epoch 1998 | loss: 0.0311544 | val_loss: 0.0311869 | Time: 9520.86 ms
[2022-03-24 02:50:41 main:574] : INFO : Epoch 1999 | loss: 0.0311552 | val_loss: 0.0311844 | Time: 9565.22 ms
[2022-03-24 02:50:51 main:574] : INFO : Epoch 2000 | loss: 0.0311546 | val_loss: 0.031186 | Time: 9481.42 ms
[2022-03-24 02:51:00 main:574] : INFO : Epoch 2001 | loss: 0.0311561 | val_loss: 0.0311832 | Time: 9485.9 ms
[2022-03-24 02:51:10 main:574] : INFO : Epoch 2002 | loss: 0.0311565 | val_loss: 0.0311868 | Time: 9546.32 ms
[2022-03-24 02:51:19 main:574] : INFO : Epoch 2003 | loss: 0.0311577 | val_loss: 0.0311909 | Time: 9708.42 ms
[2022-03-24 02:51:29 main:574] : INFO : Epoch 2004 | loss: 0.0311567 | val_loss: 0.0311869 | Time: 9556.2 ms
[2022-03-24 02:51:38 main:574] : INFO : Epoch 2005 | loss: 0.0311556 | val_loss: 0.031183 | Time: 9550.09 ms
[2022-03-24 02:51:48 main:574] : INFO : Epoch 2006 | loss: 0.0311564 | val_loss: 0.031188 | Time: 9614.98 ms
[2022-03-24 02:51:58 main:574] : INFO : Epoch 2007 | loss: 0.0311578 | val_loss: 0.0311847 | Time: 9827.45 ms
[2022-03-24 02:52:08 main:574] : INFO : Epoch 2008 | loss: 0.0311624 | val_loss: 0.0311863 | Time: 9706.63 ms
[2022-03-24 02:52:17 main:574] : INFO : Epoch 2009 | loss: 0.0311633 | val_loss: 0.0311833 | Time: 9472.77 ms
[2022-03-24 02:52:27 main:574] : INFO : Epoch 2010 | loss: 0.0311581 | val_loss: 0.0311859 | Time: 9789.48 ms
[2022-03-24 02:52:36 main:574] : INFO : Epoch 2011 | loss: 0.0311565 | val_loss: 0.0311884 | Time: 9422.55 ms
[2022-03-24 02:52:46 main:574] : INFO : Epoch 2012 | loss: 0.0311538 | val_loss: 0.0311865 | Time: 9729.5 ms
[2022-03-24 02:52:56 main:574] : INFO : Epoch 2013 | loss: 0.0311565 | val_loss: 0.0311841 | Time: 9790.22 ms
[2022-03-24 02:53:06 main:574] : INFO : Epoch 2014 | loss: 0.0311556 | val_loss: 0.0311841 | Time: 9594.23 ms
[2022-03-24 02:53:15 main:574] : INFO : Epoch 2015 | loss: 0.0311555 | val_loss: 0.0311854 | Time: 9845.08 ms
[2022-03-24 02:53:25 main:574] : INFO : Epoch 2016 | loss: 0.0311537 | val_loss: 0.0311832 | Time: 9493.2 ms
[2022-03-24 02:53:35 main:574] : INFO : Epoch 2017 | loss: 0.0311549 | val_loss: 0.0311892 | Time: 9653.99 ms
[2022-03-24 02:53:44 main:574] : INFO : Epoch 2018 | loss: 0.0311542 | val_loss: 0.0311822 | Time: 9487.68 ms
[2022-03-24 02:53:54 main:574] : INFO : Epoch 2019 | loss: 0.0311526 | val_loss: 0.031187 | Time: 9706.09 ms
[2022-03-24 02:54:03 main:574] : INFO : Epoch 2020 | loss: 0.0311547 | val_loss: 0.0311853 | Time: 9618.5 ms
[2022-03-24 02:54:13 main:574] : INFO : Epoch 2021 | loss: 0.0311586 | val_loss: 0.0311886 | Time: 9418.05 ms
[2022-03-24 02:54:22 main:574] : INFO : Epoch 2022 | loss: 0.0311567 | val_loss: 0.0311864 | Time: 9538.39 ms
[2022-03-24 02:54:32 main:574] : INFO : Epoch 2023 | loss: 0.0311551 | val_loss: 0.0311857 | Time: 9463.76 ms
[2022-03-24 02:54:42 main:574] : INFO : Epoch 2024 | loss: 0.0311543 | val_loss: 0.0311847 | Time: 9635.66 ms
[2022-03-24 02:54:51 main:574] : INFO : Epoch 2025 | loss: 0.0311539 | val_loss: 0.0311844 | Time: 9709.68 ms
[2022-03-24 02:55:01 main:574] : INFO : Epoch 2026 | loss: 0.0311559 | val_loss: 0.0311865 | Time: 9493.06 ms
[2022-03-24 02:55:10 main:574] : INFO : Epoch 2027 | loss: 0.0311544 | val_loss: 0.0311906 | Time: 9424.59 ms
[2022-03-24 02:55:19 main:574] : INFO : Epoch 2028 | loss: 0.0311549 | val_loss: 0.031187 | Time: 9309.74 ms
[2022-03-24 02:55:29 main:574] : INFO : Epoch 2029 | loss: 0.0311521 | val_loss: 0.0311888 | Time: 9568.1 ms
[2022-03-24 02:55:39 main:574] : INFO : Epoch 2030 | loss: 0.0311519 | val_loss: 0.0311862 | Time: 9542.25 ms
[2022-03-24 02:55:48 main:574] : INFO : Epoch 2031 | loss: 0.0311509 | val_loss: 0.0311866 | Time: 9543.44 ms
[2022-03-24 02:55:58 main:574] : INFO : Epoch 2032 | loss: 0.0311529 | val_loss: 0.0311854 | Time: 9501.92 ms
[2022-03-24 02:56:07 main:574] : INFO : Epoch 2033 | loss: 0.0311546 | val_loss: 0.0311853 | Time: 9431.49 ms
[2022-03-24 02:56:17 main:574] : INFO : Epoch 2034 | loss: 0.0311539 | val_loss: 0.0311816 | Time: 9667.33 ms
[2022-03-24 02:56:26 main:574] : INFO : Epoch 2035 | loss: 0.0311517 | val_loss: 0.0311866 | Time: 9326.73 ms
[2022-03-24 02:56:36 main:574] : INFO : Epoch 2036 | loss: 0.0311532 | val_loss: 0.031185 | Time: 9605.11 ms
[2022-03-24 02:56:45 main:574] : INFO : Epoch 2037 | loss: 0.0311544 | val_loss: 0.031184 | Time: 9570.87 ms
[2022-03-24 02:56:55 main:574] : INFO : Epoch 2038 | loss: 0.0311608 | val_loss: 0.0311832 | Time: 9634.52 ms
[2022-03-24 02:57:05 main:574] : INFO : Epoch 2039 | loss: 0.0311618 | val_loss: 0.0311842 | Time: 9508.98 ms
[2022-03-24 02:57:14 main:574] : INFO : Epoch 2040 | loss: 0.0311582 | val_loss: 0.0311879 | Time: 9436.41 ms
[2022-03-24 02:57:24 main:574] : INFO : Epoch 2041 | loss: 0.0311564 | val_loss: 0.0311857 | Time: 9597.65 ms
[2022-03-24 02:57:33 main:574] : INFO : Epoch 2042 | loss: 0.0311569 | val_loss: 0.031184 | Time: 9493.42 ms
[2022-03-24 02:57:43 main:574] : INFO : Epoch 2043 | loss: 0.0311546 | val_loss: 0.0311861 | Time: 9588.45 ms
[2022-03-24 02:57:52 main:574] : INFO : Epoch 2044 | loss: 0.0311532 | val_loss: 0.031186 | Time: 9553.18 ms
[2022-03-24 02:58:02 main:574] : INFO : Epoch 2045 | loss: 0.0311514 | val_loss: 0.031184 | Time: 9348.32 ms
[2022-03-24 02:58:11 main:574] : INFO : Epoch 2046 | loss: 0.0311512 | val_loss: 0.0311868 | Time: 9505.94 ms
[2022-03-24 02:58:21 main:574] : INFO : Epoch 2047 | loss: 0.0311512 | val_loss: 0.0311895 | Time: 9569.93 ms
[2022-03-24 02:58:30 main:574] : INFO : Epoch 2048 | loss: 0.031152 | val_loss: 0.0311899 | Time: 9442.67 ms
[2022-03-24 02:58:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311899
[2022-03-24 02:58:30 main:603] : INFO : Saving end state to config to file
[2022-03-24 02:58:30 main:608] : INFO : Success, exiting..
02:58:30 (17452): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)