Task 14428373
| Name | ParityModified-1647044104-28498-2-0_0 |
| Workunit | 11471648 |
| Created | 6 Apr 2022, 1:38:34 UTC |
| Sent | 9 Apr 2022, 19:45:03 UTC |
| Report deadline | 17 Apr 2022, 19:45:03 UTC |
| Received | 12 Apr 2022, 5:34:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7751 |
| Run time | 6 hours 58 min 40 sec |
| CPU time | 5 hours 47 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,525.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.84 GB |
| Peak swap size | 4.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2:33:35 main:574] : INFO : Epoch 1542 | loss: 0.0310583 | val_loss: 0.0310741 | Time: 8052.48 ms [2022-04-11 22:33:43 main:574] : INFO : Epoch 1543 | loss: 0.0310576 | val_loss: 0.0310751 | Time: 7904.5 ms [2022-04-11 22:33:52 main:574] : INFO : Epoch 1544 | loss: 0.0310571 | val_loss: 0.0310806 | Time: 8438.95 ms [2022-04-11 22:34:00 main:574] : INFO : Epoch 1545 | loss: 0.0310559 | val_loss: 0.03108 | Time: 8001.1 ms [2022-04-11 22:34:08 main:574] : INFO : Epoch 1546 | loss: 0.0310561 | val_loss: 0.0310842 | Time: 8154.54 ms [2022-04-11 22:34:16 main:574] : INFO : Epoch 1547 | loss: 0.0310635 | val_loss: 0.031086 | Time: 8428.27 ms [2022-04-11 22:34:24 main:574] : INFO : Epoch 1548 | loss: 0.0310609 | val_loss: 0.0310762 | Time: 8140.83 ms [2022-04-11 22:34:33 main:574] : INFO : Epoch 1549 | loss: 0.0310611 | val_loss: 0.0310849 | Time: 8226.7 ms [2022-04-11 22:34:41 main:574] : INFO : Epoch 1550 | loss: 0.0310768 | val_loss: 0.0310787 | Time: 8409.76 ms [2022-04-11 22:34:49 main:574] : INFO : Epoch 1551 | loss: 0.03107 | val_loss: 0.0310851 | Time: 7703.58 ms [2022-04-11 22:34:57 main:574] : INFO : Epoch 1552 | loss: 0.0310646 | val_loss: 0.0310749 | Time: 8348.93 ms [2022-04-11 22:35:05 main:574] : INFO : Epoch 1553 | loss: 0.0310606 | val_loss: 0.03107 | Time: 8064.76 ms [2022-04-11 22:35:14 main:574] : INFO : Epoch 1554 | loss: 0.0310575 | val_loss: 0.0310726 | Time: 8435.93 ms [2022-04-11 22:35:22 main:574] : INFO : Epoch 1555 | loss: 0.0310594 | val_loss: 0.0310973 | Time: 8181.16 ms [2022-04-11 22:35:29 main:574] : INFO : Epoch 1556 | loss: 0.0310772 | val_loss: 0.0310774 | Time: 7599.58 ms [2022-04-11 22:35:38 main:574] : INFO : Epoch 1557 | loss: 0.0310636 | val_loss: 0.0310756 | Time: 8362.68 ms [2022-04-11 22:35:46 main:574] : INFO : Epoch 1558 | loss: 0.0310584 | val_loss: 0.0310748 | Time: 8599.8 ms [2022-04-11 22:35:54 main:574] : INFO : Epoch 1559 | loss: 0.031054 | val_loss: 0.0310722 | Time: 7549.51 ms [2022-04-11 22:36:02 main:574] : INFO : Epoch 1560 | loss: 0.0310521 | val_loss: 0.0310635 | Time: 8217.54 ms [2022-04-11 22:36:10 main:574] : INFO : Epoch 1561 | loss: 0.031049 | val_loss: 0.0310614 | Time: 8017.36 ms [2022-04-11 22:36:19 main:574] : INFO : Epoch 1562 | loss: 0.0310498 | val_loss: 0.0310679 | Time: 8570.11 ms [2022-04-11 22:36:27 main:574] : INFO : Epoch 1563 | loss: 0.0310556 | val_loss: 0.0310765 | Time: 7994.37 ms [2022-04-11 22:36:35 main:574] : INFO : Epoch 1564 | loss: 0.0310617 | val_loss: 0.0310656 | Time: 8461.05 ms [2022-04-11 22:36:43 main:574] : INFO : Epoch 1565 | loss: 0.0310548 | val_loss: 0.031066 | Time: 7530.62 ms [2022-04-11 22:36:52 main:574] : INFO : Epoch 1566 | loss: 0.0310477 | val_loss: 0.03107 | Time: 8832.07 ms [2022-04-11 22:36:59 main:574] : INFO : Epoch 1567 | loss: 0.0310468 | val_loss: 0.0310693 | Time: 7492.92 ms [2022-04-11 22:37:08 main:574] : INFO : Epoch 1568 | loss: 0.0310481 | val_loss: 0.0310682 | Time: 8902.8 ms [2022-04-11 22:37:16 main:574] : INFO : Epoch 1569 | loss: 0.0310476 | val_loss: 0.0310626 | Time: 7891.41 ms [2022-04-11 22:37:25 main:574] : INFO : Epoch 1570 | loss: 0.031049 | val_loss: 0.0310641 | Time: 8774.71 ms [2022-04-11 22:37:33 main:574] : INFO : Epoch 1571 | loss: 0.0310488 | val_loss: 0.0310634 | Time: 8434.98 ms [2022-04-11 22:37:42 main:574] : INFO : Epoch 1572 | loss: 0.03105 | val_loss: 0.0310677 | Time: 8429.47 ms [2022-04-11 22:37:50 main:574] : INFO : Epoch 1573 | loss: 0.0310609 | val_loss: 0.0310839 | Time: 7983.83 ms [2022-04-11 22:37:58 main:574] : INFO : Epoch 1574 | loss: 0.0310693 | val_loss: 0.0310728 | Time: 8186 ms [2022-04-11 22:38:06 main:574] : INFO : Epoch 1575 | loss: 0.031056 | val_loss: 0.0310723 | Time: 7958.73 ms [2022-04-11 22:38:14 main:574] : INFO : Epoch 1576 | loss: 0.0310522 | val_loss: 0.0310629 | Time: 8003.24 ms [2022-04-11 22:38:22 main:574] : INFO : Epoch 1577 | loss: 0.0310478 | val_loss: 0.0310604 | Time: 7826.05 ms [2022-04-11 22:38:30 main:574] : INFO : Epoch 1578 | loss: 0.0310454 | val_loss: 0.0310663 | Time: 8645.48 ms [2022-04-11 22:38:38 main:574] : INFO : Epoch 1579 | loss: 0.0310509 | val_loss: 0.0310727 | Time: 7977.87 ms [2022-04-11 22:38:46 main:574] : INFO : Epoch 1580 | loss: 0.0310529 | val_loss: 0.0310678 | Time: 8215.33 ms [2022-04-11 22:38:54 main:574] : INFO : Epoch 1581 | loss: 0.0310439 | val_loss: 0.0310615 | Time: 7882.41 ms [2022-04-11 22:39:02 main:574] : INFO : Epoch 1582 | loss: 0.0310427 | val_loss: 0.0310613 | Time: 7953.71 ms [2022-04-11 22:39:10 main:574] : INFO : Epoch 1583 | loss: 0.0310433 | val_loss: 0.0310564 | Time: 7761.22 ms [2022-04-11 22:39:19 main:574] : INFO : Epoch 1584 | loss: 0.0310438 | val_loss: 0.0310616 | Time: 8670.51 ms [2022-04-11 22:39:27 main:574] : INFO : Epoch 1585 | loss: 0.0310481 | val_loss: 0.0310635 | Time: 8037.27 ms [2022-04-11 22:39:35 main:574] : INFO : Epoch 1586 | loss: 0.0310469 | val_loss: 0.0310614 | Time: 8375.03 ms [2022-04-11 22:39:43 main:574] : INFO : Epoch 1587 | loss: 0.0310446 | val_loss: 0.0310601 | Time: 8151.46 ms [2022-04-11 22:39:51 main:574] : INFO : Epoch 1588 | loss: 0.0310428 | val_loss: 0.0310602 | Time: 7656.87 ms [2022-04-11 22:39:59 main:574] : INFO : Epoch 1589 | loss: 0.0310449 | val_loss: 0.0310671 | Time: 8367.52 ms [2022-04-11 22:40:08 main:574] : INFO : Epoch 1590 | loss: 0.0310447 | val_loss: 0.0310706 | Time: 8453.96 ms [2022-04-11 22:40:16 main:574] : INFO : Epoch 1591 | loss: 0.031046 | val_loss: 0.0310661 | Time: 8082.37 ms [2022-04-11 22:40:24 main:574] : INFO : Epoch 1592 | loss: 0.0310463 | val_loss: 0.031063 | Time: 7896.98 ms [2022-04-11 22:40:32 main:574] : INFO : Epoch 1593 | loss: 0.0310421 | val_loss: 0.0310606 | Time: 8117.85 ms [2022-04-11 22:40:40 main:574] : INFO : Epoch 1594 | loss: 0.0310421 | val_loss: 0.0310716 | Time: 8288.82 ms [2022-04-11 22:40:49 main:574] : INFO : Epoch 1595 | loss: 0.0310634 | val_loss: 0.0310801 | Time: 8739.76 ms [2022-04-11 22:40:57 main:574] : INFO : Epoch 1596 | loss: 0.0310611 | val_loss: 0.0310771 | Time: 7941.72 ms [2022-04-11 22:41:05 main:574] : INFO : Epoch 1597 | loss: 0.0310562 | val_loss: 0.0310738 | Time: 8058.27 ms [2022-04-11 22:41:13 main:574] : INFO : Epoch 1598 | loss: 0.0310503 | val_loss: 0.0310677 | Time: 8070.28 ms [2022-04-11 22:41:21 main:574] : INFO : Epoch 1599 | loss: 0.0310468 | val_loss: 0.0310692 | Time: 7907.18 ms [2022-04-11 22:41:29 main:574] : INFO : Epoch 1600 | loss: 0.0310511 | val_loss: 0.0310689 | Time: 7704.62 ms [2022-04-11 22:41:37 main:574] : INFO : Epoch 1601 | loss: 0.0310448 | val_loss: 0.031065 | Time: 8362.73 ms [2022-04-11 22:41:44 main:574] : INFO : Epoch 1602 | loss: 0.031041 | val_loss: 0.0310657 | Time: 7413.34 ms [2022-04-11 22:41:53 main:574] : INFO : Epoch 1603 | loss: 0.0310416 | val_loss: 0.0310669 | Time: 8428.4 ms [2022-04-11 22:42:01 main:574] : INFO : Epoch 1604 | loss: 0.0310437 | val_loss: 0.0310668 | Time: 7830.18 ms [2022-04-11 22:42:09 main:574] : INFO : Epoch 1605 | loss: 0.0310448 | val_loss: 0.0310639 | Time: 7926.48 ms [2022-04-11 22:42:17 main:574] : INFO : Epoch 1606 | loss: 0.0310435 | val_loss: 0.0310641 | Time: 8363.79 ms [2022-04-11 22:42:26 main:574] : INFO : Epoch 1607 | loss: 0.0310435 | val_loss: 0.0310658 | Time: 8758.72 ms [2022-04-11 22:42:34 main:574] : INFO : Epoch 1608 | loss: 0.03104 | val_loss: 0.0310684 | Time: 8038.4 ms [2022-04-11 22:42:42 main:574] : INFO : Epoch 1609 | loss: 0.031041 | val_loss: 0.0310687 | Time: 8317.29 ms [2022-04-11 22:42:50 main:574] : INFO : Epoch 1610 | loss: 0.0310423 | val_loss: 0.0310631 | Time: 7821.18 ms [2022-04-11 22:42:58 main:574] : INFO : Epoch 1611 | loss: 0.0310378 | val_loss: 0.031082 | Time: 7818.44 ms [2022-04-11 22:43:06 main:574] : INFO : Epoch 1612 | loss: 0.0310974 | val_loss: 0.0311054 | Time: 8351.66 ms [2022-04-11 22:43:14 main:574] : INFO : Epoch 1613 | loss: 0.0311087 | val_loss: 0.0311052 | Time: 7527.24 ms [2022-04-11 22:43:22 main:574] : INFO : Epoch 1614 | loss: 0.0310973 | val_loss: 0.0310866 | Time: 8696.62 ms [2022-04-11 22:43:30 main:574] : INFO : Epoch 1615 | loss: 0.0310936 | val_loss: 0.031099 | Time: 7751.8 ms [2022-04-11 22:43:38 main:574] : INFO : Epoch 1616 | loss: 0.0310942 | val_loss: 0.0310853 | Time: 7829.24 ms [2022-04-11 22:43:47 main:574] : INFO : Epoch 1617 | loss: 0.0310812 | val_loss: 0.031076 | Time: 8745.5 ms [2022-04-11 22:43:55 main:574] : INFO : Epoch 1618 | loss: 0.0310667 | val_loss: 0.0310688 | Time: 8348.93 ms [2022-04-11 22:44:03 main:574] : INFO : Epoch 1619 | loss: 0.0310565 | val_loss: 0.0310666 | Time: 7809.65 ms [2022-04-11 22:44:11 main:574] : INFO : Epoch 1620 | loss: 0.0310499 | val_loss: 0.0310692 | Time: 8342.65 ms [2022-04-11 22:44:19 main:574] : INFO : Epoch 1621 | loss: 0.0310515 | val_loss: 0.0310695 | Time: 7735.84 ms [2022-04-11 22:44:27 main:574] : INFO : Epoch 1622 | loss: 0.0310482 | val_loss: 0.0310656 | Time: 7959.29 ms [2022-04-11 22:44:36 main:574] : INFO : Epoch 1623 | loss: 0.0310494 | val_loss: 0.0310661 | Time: 8836.51 ms [2022-04-11 22:44:44 main:574] : INFO : Epoch 1624 | loss: 0.0310455 | val_loss: 0.0310646 | Time: 8060.25 ms [2022-04-11 22:44:51 main:574] : INFO : Epoch 1625 | loss: 0.0310436 | val_loss: 0.0310637 | Time: 7775.07 ms [2022-04-11 22:45:00 main:574] : INFO : Epoch 1626 | loss: 0.0310397 | val_loss: 0.0310584 | Time: 8117.44 ms [2022-04-11 22:45:08 main:574] : INFO : Epoch 1627 | loss: 0.0310373 | val_loss: 0.0310635 | Time: 8465.78 ms [2022-04-11 22:45:17 main:574] : INFO : Epoch 1628 | loss: 0.0310379 | val_loss: 0.0310639 | Time: 8735.11 ms [2022-04-11 22:45:24 main:574] : INFO : Epoch 1629 | loss: 0.0310512 | val_loss: 0.0310684 | Time: 7567.6 ms [2022-04-11 22:45:33 main:574] : INFO : Epoch 1630 | loss: 0.0310475 | val_loss: 0.0310675 | Time: 8602.89 ms [2022-04-11 22:45:41 main:574] : INFO : Epoch 1631 | loss: 0.0310657 | val_loss: 0.0310726 | Time: 7946 ms [2022-04-11 22:45:50 main:574] : INFO : Epoch 1632 | loss: 0.031066 | val_loss: 0.0310659 | Time: 8620.58 ms [2022-04-11 22:45:58 main:574] : INFO : Epoch 1633 | loss: 0.0310542 | val_loss: 0.0310626 | Time: 8176.17 ms [2022-04-11 22:46:06 main:574] : INFO : Epoch 1634 | loss: 0.0310464 | val_loss: 0.0310703 | Time: 8343.65 ms [2022-04-11 22:46:14 main:574] : INFO : Epoch 1635 | loss: 0.0310479 | val_loss: 0.0310658 | Time: 7723.55 ms [2022-04-11 22:46:22 main:574] : INFO : Epoch 1636 | loss: 0.0310498 | val_loss: 0.0310746 | Time: 8546.6 ms [2022-04-11 22:46:30 main:574] : INFO : Epoch 1637 | loss: 0.0310537 | val_loss: 0.0310759 | Time: 7879.5 ms [2022-04-11 22:46:39 main:574] : INFO : Epoch 1638 | loss: 0.0310514 | val_loss: 0.0310624 | Time: 8736.1 ms [2022-04-11 22:46:48 main:574] : INFO : Epoch 1639 | loss: 0.031046 | val_loss: 0.0310646 | Time: 8865.85 ms [2022-04-11 22:46:56 main:574] : INFO : Epoch 1640 | loss: 0.0310447 | val_loss: 0.0310647 | Time: 8451.89 ms [2022-04-11 22:47:05 main:574] : INFO : Epoch 1641 | loss: 0.0310451 | val_loss: 0.0310613 | Time: 8315.26 ms [2022-04-11 22:47:13 main:574] : INFO : Epoch 1642 | loss: 0.0310509 | val_loss: 0.0310629 | Time: 8632.55 ms [2022-04-11 22:47:21 main:574] : INFO : Epoch 1643 | loss: 0.0310469 | val_loss: 0.031063 | Time: 8110.39 ms [2022-04-11 22:47:30 main:574] : INFO : Epoch 1644 | loss: 0.0310478 | val_loss: 0.031067 | Time: 8413.33 ms [2022-04-11 22:47:38 main:574] : INFO : Epoch 1645 | loss: 0.0310491 | val_loss: 0.0310609 | Time: 7712.73 ms [2022-04-11 22:47:46 main:574] : INFO : Epoch 1646 | loss: 0.0310769 | val_loss: 0.0311163 | Time: 8224.07 ms [2022-04-11 22:47:53 main:574] : INFO : Epoch 1647 | loss: 0.0310926 | val_loss: 0.0310944 | Time: 7739.45 ms [2022-04-11 22:48:02 main:574] : INFO : Epoch 1648 | loss: 0.031082 | val_loss: 0.0310816 | Time: 8349.32 ms [2022-04-11 22:48:10 main:574] : INFO : Epoch 1649 | loss: 0.0310768 | val_loss: 0.0310774 | Time: 8570.09 ms [2022-04-11 22:48:19 main:574] : INFO : Epoch 1650 | loss: 0.0310624 | val_loss: 0.0310742 | Time: 8608.64 ms [2022-04-11 22:48:27 main:574] : INFO : Epoch 1651 | loss: 0.0310577 | val_loss: 0.0310689 | Time: 7592.22 ms [2022-04-11 22:48:35 main:574] : INFO : Epoch 1652 | loss: 0.0310548 | val_loss: 0.0310702 | Time: 8732.71 ms [2022-04-11 22:48:44 main:574] : INFO : Epoch 1653 | loss: 0.0310496 | val_loss: 0.0310682 | Time: 8174.82 ms [2022-04-11 22:48:52 main:574] : INFO : Epoch 1654 | loss: 0.0310469 | val_loss: 0.0310659 | Time: 8154.08 ms [2022-04-11 22:49:00 main:574] : INFO : Epoch 1655 | loss: 0.0310429 | val_loss: 0.0310645 | Time: 8286.41 ms [2022-04-11 22:49:08 main:574] : INFO : Epoch 1656 | loss: 0.0310409 | val_loss: 0.0310617 | Time: 8329.24 ms [2022-04-11 22:49:16 main:574] : INFO : Epoch 1657 | loss: 0.03104 | val_loss: 0.0310635 | Time: 8042.57 ms [2022-04-11 22:49:24 main:574] : INFO : Epoch 1658 | loss: 0.0310454 | val_loss: 0.0310669 | Time: 7943.2 ms [2022-04-11 22:49:32 main:574] : INFO : Epoch 1659 | loss: 0.031045 | val_loss: 0.0310702 | Time: 7749.6 ms [2022-04-11 22:49:40 main:574] : INFO : Epoch 1660 | loss: 0.0310424 | val_loss: 0.0310674 | Time: 8406.2 ms [2022-04-11 22:49:49 main:574] : INFO : Epoch 1661 | loss: 0.0310407 | val_loss: 0.0310629 | Time: 8110.03 ms [2022-04-11 22:49:57 main:574] : INFO : Epoch 1662 | loss: 0.0310382 | val_loss: 0.031064 | Time: 7961.42 ms [2022-04-11 22:50:05 main:574] : INFO : Epoch 1663 | loss: 0.0310402 | val_loss: 0.0310631 | Time: 8197.15 ms [2022-04-11 22:50:12 main:574] : INFO : Epoch 1664 | loss: 0.0310414 | val_loss: 0.0310666 | Time: 7764.25 ms [2022-04-11 22:50:21 main:574] : INFO : Epoch 1665 | loss: 0.0310408 | val_loss: 0.0310587 | Time: 8574.57 ms [2022-04-11 22:50:29 main:574] : INFO : Epoch 1666 | loss: 0.031041 | val_loss: 0.031065 | Time: 8267.01 ms [2022-04-11 22:50:38 main:574] : INFO : Epoch 1667 | loss: 0.031047 | val_loss: 0.0310609 | Time: 8379.74 ms [2022-04-11 22:50:46 main:574] : INFO : Epoch 1668 | loss: 0.0310464 | val_loss: 0.0310604 | Time: 8564.21 ms [2022-04-11 22:50:55 main:574] : INFO : Epoch 1669 | loss: 0.0310402 | val_loss: 0.0310559 | Time: 8263.33 ms [2022-04-11 22:51:03 main:574] : INFO : Epoch 1670 | loss: 0.0310383 | val_loss: 0.0310595 | Time: 8115.41 ms [2022-04-11 22:51:11 main:574] : INFO : Epoch 1671 | loss: 0.0310355 | val_loss: 0.0310558 | Time: 8348.99 ms [2022-04-11 22:51:19 main:574] : INFO : Epoch 1672 | loss: 0.0310402 | val_loss: 0.0310686 | Time: 7814.55 ms [2022-04-11 22:51:27 main:574] : INFO : Epoch 1673 | loss: 0.0310391 | val_loss: 0.031064 | Time: 8519.22 ms [2022-04-11 22:51:35 main:574] : INFO : Epoch 1674 | loss: 0.0310372 | val_loss: 0.0310588 | Time: 8113.45 ms [2022-04-11 22:51:44 main:574] : INFO : Epoch 1675 | loss: 0.0310376 | val_loss: 0.0310726 | Time: 8054.64 ms [2022-04-11 22:51:52 main:574] : INFO : Epoch 1676 | loss: 0.0310535 | val_loss: 0.0310706 | Time: 8454.22 ms [2022-04-11 22:52:01 main:574] : INFO : Epoch 1677 | loss: 0.0310442 | val_loss: 0.0310616 | Time: 8582.11 ms [2022-04-11 22:52:08 main:574] : INFO : Epoch 1678 | loss: 0.0310454 | val_loss: 0.0310608 | Time: 7855.86 ms [2022-04-11 22:52:17 main:574] : INFO : Epoch 1679 | loss: 0.0310413 | val_loss: 0.0310591 | Time: 8413.1 ms [2022-04-11 22:52:25 main:574] : INFO : Epoch 1680 | loss: 0.0310362 | val_loss: 0.0310542 | Time: 7955.71 ms [2022-04-11 22:52:34 main:574] : INFO : Epoch 1681 | loss: 0.0310346 | val_loss: 0.0310577 | Time: 9044.56 ms [2022-04-11 22:52:42 main:574] : INFO : Epoch 1682 | loss: 0.0310352 | val_loss: 0.0310582 | Time: 8169.94 ms [2022-04-11 22:52:51 main:574] : INFO : Epoch 1683 | loss: 0.0310401 | val_loss: 0.0310575 | Time: 8695.33 ms [2022-04-11 22:52:59 main:574] : INFO : Epoch 1684 | loss: 0.0310465 | val_loss: 0.0310595 | Time: 8482.8 ms [2022-04-11 22:53:08 main:574] : INFO : Epoch 1685 | loss: 0.0310718 | val_loss: 0.031121 | Time: 8929.38 ms [2022-04-11 22:53:16 main:574] : INFO : Epoch 1686 | loss: 0.0310866 | val_loss: 0.0310931 | Time: 8109.44 ms [2022-04-11 22:53:25 main:574] : INFO : Epoch 1687 | loss: 0.0310732 | val_loss: 0.0310711 | Time: 8507.16 ms [2022-04-11 22:53:33 main:574] : INFO : Epoch 1688 | loss: 0.0310497 | val_loss: 0.0310629 | Time: 7773.78 ms [2022-04-11 22:53:41 main:574] : INFO : Epoch 1689 | loss: 0.0310486 | val_loss: 0.0310607 | Time: 8358.85 ms [2022-04-11 22:53:49 main:574] : INFO : Epoch 1690 | loss: 0.0310454 | val_loss: 0.0310606 | Time: 8057.88 ms [2022-04-11 22:53:57 main:574] : INFO : Epoch 1691 | loss: 0.0310397 | val_loss: 0.0310591 | Time: 8482.88 ms [2022-04-11 22:54:06 main:574] : INFO : Epoch 1692 | loss: 0.0310379 | val_loss: 0.031062 | Time: 8462.86 ms [2022-04-11 22:54:15 main:574] : INFO : Epoch 1693 | loss: 0.0310391 | val_loss: 0.0310609 | Time: 8720.26 ms [2022-04-11 22:54:22 main:574] : INFO : Epoch 1694 | loss: 0.0310388 | val_loss: 0.0310617 | Time: 7752.49 ms [2022-04-11 22:54:31 main:574] : INFO : Epoch 1695 | loss: 0.031037 | val_loss: 0.0310617 | Time: 8151.2 ms [2022-04-11 22:54:38 main:574] : INFO : Epoch 1696 | loss: 0.0310367 | val_loss: 0.0310637 | Time: 7825.69 ms [2022-04-11 22:54:47 main:574] : INFO : Epoch 1697 | loss: 0.0310338 | val_loss: 0.0310576 | Time: 8465.79 ms [2022-04-11 22:54:55 main:574] : INFO : Epoch 1698 | loss: 0.0310305 | val_loss: 0.0310598 | Time: 8091.05 ms [2022-04-11 22:55:03 main:574] : INFO : Epoch 1699 | loss: 0.0310319 | val_loss: 0.0310636 | Time: 7961.52 ms [2022-04-11 22:55:11 main:574] : INFO : Epoch 1700 | loss: 0.0310357 | val_loss: 0.0310623 | Time: 8327.15 ms [2022-04-11 22:55:20 main:574] : INFO : Epoch 1701 | loss: 0.0310338 | val_loss: 0.0310648 | Time: 8655.31 ms [2022-04-11 22:55:28 main:574] : INFO : Epoch 1702 | loss: 0.0310323 | val_loss: 0.0310552 | Time: 7948.13 ms [2022-04-11 22:55:36 main:574] : INFO : Epoch 1703 | loss: 0.0310282 | val_loss: 0.0310541 | Time: 8232.11 ms [2022-04-11 22:55:44 main:574] : INFO : Epoch 1704 | loss: 0.0310308 | val_loss: 0.0310597 | Time: 7631.55 ms [2022-04-11 22:55:52 main:574] : INFO : Epoch 1705 | loss: 0.0310402 | val_loss: 0.0310721 | Time: 8679.42 ms [2022-04-11 22:56:01 main:574] : INFO : Epoch 1706 | loss: 0.0310612 | val_loss: 0.0310777 | Time: 8619.57 ms [2022-04-11 22:56:09 main:574] : INFO : Epoch 1707 | loss: 0.0310653 | val_loss: 0.031103 | Time: 8324.64 ms [2022-04-11 22:56:18 main:574] : INFO : Epoch 1708 | loss: 0.0310997 | val_loss: 0.0310848 | Time: 8224.92 ms [2022-04-11 22:56:26 main:574] : INFO : Epoch 1709 | loss: 0.0310701 | val_loss: 0.0310759 | Time: 8352.44 ms [2022-04-11 22:56:34 main:574] : INFO : Epoch 1710 | loss: 0.0310587 | val_loss: 0.0310673 | Time: 8006.06 ms [2022-04-11 22:56:42 main:574] : INFO : Epoch 1711 | loss: 0.0310507 | val_loss: 0.0310554 | Time: 8405.52 ms [2022-04-11 22:56:50 main:574] : INFO : Epoch 1712 | loss: 0.031046 | val_loss: 0.0310569 | Time: 7740.2 ms [2022-04-11 22:56:58 main:574] : INFO : Epoch 1713 | loss: 0.0310405 | val_loss: 0.0310652 | Time: 8314.76 ms [2022-04-11 22:57:06 main:574] : INFO : Epoch 1714 | loss: 0.0310488 | val_loss: 0.0310656 | Time: 8029.42 ms [2022-04-11 22:57:15 main:574] : INFO : Epoch 1715 | loss: 0.0310469 | val_loss: 0.0310626 | Time: 8763.22 ms [2022-04-11 22:57:24 main:574] : INFO : Epoch 1716 | loss: 0.0310398 | val_loss: 0.0310566 | Time: 8775.52 ms [2022-04-11 22:57:33 main:574] : INFO : Epoch 1717 | loss: 0.031038 | val_loss: 0.0310584 | Time: 8677.55 ms [2022-04-11 22:57:41 main:574] : INFO : Epoch 1718 | loss: 0.0310338 | val_loss: 0.0310525 | Time: 8470.41 ms [2022-04-11 22:57:50 main:574] : INFO : Epoch 1719 | loss: 0.0310308 | val_loss: 0.0310528 | Time: 8536.65 ms [2022-04-11 22:57:58 main:574] : INFO : Epoch 1720 | loss: 0.0310288 | val_loss: 0.0310569 | Time: 8036.05 ms [2022-04-11 22:58:06 main:574] : INFO : Epoch 1721 | loss: 0.0310306 | val_loss: 0.0310553 | Time: 8352.66 ms [2022-04-11 22:58:14 main:574] : INFO : Epoch 1722 | loss: 0.0310317 | val_loss: 0.0310545 | Time: 8010 ms [2022-04-11 22:58:22 main:574] : INFO : Epoch 1723 | loss: 0.031034 | val_loss: 0.0310478 | Time: 7871.29 ms [2022-04-11 22:58:30 main:574] : INFO : Epoch 1724 | loss: 0.0310318 | val_loss: 0.0310639 | Time: 8198.59 ms [2022-04-11 22:58:38 main:574] : INFO : Epoch 1725 | loss: 0.0310394 | val_loss: 0.0310526 | Time: 7986.88 ms [2022-04-11 22:58:46 main:574] : INFO : Epoch 1726 | loss: 0.0310363 | val_loss: 0.0310563 | Time: 8275.44 ms [2022-04-11 22:58:55 main:574] : INFO : Epoch 1727 | loss: 0.0310343 | val_loss: 0.0310543 | Time: 8115.8 ms [2022-04-11 22:59:02 main:574] : INFO : Epoch 1728 | loss: 0.0310344 | val_loss: 0.0310587 | Time: 7809.97 ms [2022-04-11 22:59:11 main:574] : INFO : Epoch 1729 | loss: 0.0310313 | val_loss: 0.0310572 | Time: 8732.04 ms [2022-04-11 22:59:19 main:574] : INFO : Epoch 1730 | loss: 0.0310278 | val_loss: 0.0310619 | Time: 8211.68 ms [2022-04-11 22:59:28 main:574] : INFO : Epoch 1731 | loss: 0.0310357 | val_loss: 0.0310602 | Time: 8225.64 ms [2022-04-11 22:59:36 main:574] : INFO : Epoch 1732 | loss: 0.0310458 | val_loss: 0.031059 | Time: 8215.36 ms [2022-04-11 22:59:44 main:574] : INFO : Epoch 1733 | loss: 0.0310431 | val_loss: 0.031061 | Time: 7782.9 ms [2022-04-11 22:59:52 main:574] : INFO : Epoch 1734 | loss: 0.0310376 | val_loss: 0.0310593 | Time: 8678.7 ms [2022-04-11 23:00:01 main:574] : INFO : Epoch 1735 | loss: 0.0310355 | val_loss: 0.0310556 | Time: 8778.45 ms [2022-04-11 23:00:09 main:574] : INFO : Epoch 1736 | loss: 0.0310318 | val_loss: 0.0310539 | Time: 8229.9 ms [2022-04-11 23:00:17 main:574] : INFO : Epoch 1737 | loss: 0.0310284 | val_loss: 0.0310549 | Time: 7624 ms [2022-04-11 23:00:26 main:574] : INFO : Epoch 1738 | loss: 0.0310282 | val_loss: 0.0310577 | Time: 8944.3 ms [2022-04-11 23:00:34 main:574] : INFO : Epoch 1739 | loss: 0.0310342 | val_loss: 0.0310711 | Time: 7789.29 ms [2022-04-11 23:00:42 main:574] : INFO : Epoch 1740 | loss: 0.0310454 | val_loss: 0.0310616 | Time: 8600.93 ms [2022-04-11 23:00:50 main:574] : INFO : Epoch 1741 | loss: 0.0310354 | val_loss: 0.0310587 | Time: 7735.87 ms [2022-04-11 23:00:59 main:574] : INFO : Epoch 1742 | loss: 0.0310337 | val_loss: 0.0310548 | Time: 8801.85 ms [2022-04-11 23:01:07 main:574] : INFO : Epoch 1743 | loss: 0.0310315 | val_loss: 0.0310605 | Time: 8188.32 ms [2022-04-11 23:01:15 main:574] : INFO : Epoch 1744 | loss: 0.031036 | val_loss: 0.0310575 | Time: 7756.41 ms [2022-04-11 23:01:23 main:574] : INFO : Epoch 1745 | loss: 0.031036 | val_loss: 0.0310522 | Time: 7935.81 ms [2022-04-11 23:01:32 main:574] : INFO : Epoch 1746 | loss: 0.0310348 | val_loss: 0.0310547 | Time: 9421.4 ms [2022-04-11 23:01:40 main:574] : INFO : Epoch 1747 | loss: 0.031031 | val_loss: 0.0310559 | Time: 7683.54 ms [2022-04-11 23:01:48 main:574] : INFO : Epoch 1748 | loss: 0.0310313 | val_loss: 0.0310655 | Time: 8524.23 ms [2022-04-11 23:01:56 main:574] : INFO : Epoch 1749 | loss: 0.0310351 | val_loss: 0.0310545 | Time: 7951.17 ms [2022-04-11 23:02:05 main:574] : INFO : Epoch 1750 | loss: 0.0310388 | val_loss: 0.0310584 | Time: 8896.08 ms [2022-04-11 23:02:14 main:574] : INFO : Epoch 1751 | loss: 0.0310373 | val_loss: 0.0310519 | Time: 8504.98 ms [2022-04-11 23:02:23 main:574] : INFO : Epoch 1752 | loss: 0.0310324 | val_loss: 0.0310517 | Time: 8964.95 ms [2022-04-11 23:02:31 main:574] : INFO : Epoch 1753 | loss: 0.0310296 | val_loss: 0.0310571 | Time: 8226.76 ms [2022-04-11 23:02:39 main:574] : INFO : Epoch 1754 | loss: 0.0310495 | val_loss: 0.0310875 | Time: 8392.53 ms [2022-04-11 23:02:47 main:574] : INFO : Epoch 1755 | loss: 0.0310626 | val_loss: 0.0310743 | Time: 7903.92 ms [2022-04-11 23:02:55 main:574] : INFO : Epoch 1756 | loss: 0.03105 | val_loss: 0.0310564 | Time: 8222.94 ms [2022-04-11 23:03:04 main:574] : INFO : Epoch 1757 | loss: 0.0310337 | val_loss: 0.0310539 | Time: 8343.97 ms [2022-04-11 23:03:12 main:574] : INFO : Epoch 1758 | loss: 0.0310284 | val_loss: 0.0310488 | Time: 8219.79 ms [2022-04-11 23:03:20 main:574] : INFO : Epoch 1759 | loss: 0.0310348 | val_loss: 0.0310497 | Time: 7971.07 ms [2022-04-11 23:03:28 main:574] : INFO : Epoch 1760 | loss: 0.0310382 | val_loss: 0.0310586 | Time: 7749.41 ms [2022-04-11 23:03:36 main:574] : INFO : Epoch 1761 | loss: 0.0310632 | val_loss: 0.0310774 | Time: 7905.57 ms [2022-04-11 23:03:45 main:574] : INFO : Epoch 1762 | loss: 0.0310643 | val_loss: 0.0310684 | Time: 8920.49 ms [2022-04-11 23:03:53 main:574] : INFO : Epoch 1763 | loss: 0.031048 | val_loss: 0.0310594 | Time: 8403.01 ms [2022-04-11 23:04:02 main:574] : INFO : Epoch 1764 | loss: 0.0310393 | val_loss: 0.0310568 | Time: 8583.55 ms [2022-04-11 23:04:10 main:574] : INFO : Epoch 1765 | loss: 0.0310435 | val_loss: 0.0310543 | Time: 8092.44 ms [2022-04-11 23:04:18 main:574] : INFO : Epoch 1766 | loss: 0.0310363 | val_loss: 0.0310549 | Time: 8423.09 ms [2022-04-11 23:04:27 main:574] : INFO : Epoch 1767 | loss: 0.0310335 | val_loss: 0.031057 | Time: 8606.47 ms [2022-04-11 23:04:35 main:574] : INFO : Epoch 1768 | loss: 0.0310359 | val_loss: 0.0310601 | Time: 8048.75 ms [2022-04-11 23:04:43 main:574] : INFO : Epoch 1769 | loss: 0.031034 | val_loss: 0.0310617 | Time: 8129.56 ms [2022-04-11 23:04:51 main:574] : INFO : Epoch 1770 | loss: 0.0310389 | val_loss: 0.0311142 | Time: 8052.79 ms [2022-04-11 23:04:59 main:574] : INFO : Epoch 1771 | loss: 0.0311679 | val_loss: 0.0311892 | Time: 7809.51 ms [2022-04-11 23:05:07 main:574] : INFO : Epoch 1772 | loss: 0.0311696 | val_loss: 0.0311555 | Time: 8184.25 ms [2022-04-11 23:05:15 main:574] : INFO : Epoch 1773 | loss: 0.0311404 | val_loss: 0.0311322 | Time: 8481.84 ms [2022-04-11 23:05:23 main:574] : INFO : Epoch 1774 | loss: 0.0311285 | val_loss: 0.031125 | Time: 7762.39 ms [2022-04-11 23:05:31 main:574] : INFO : Epoch 1775 | loss: 0.0311204 | val_loss: 0.0311228 | Time: 8182.58 ms [2022-04-11 23:05:39 main:574] : INFO : Epoch 1776 | loss: 0.0311144 | val_loss: 0.0311171 | Time: 7874.93 ms [2022-04-11 23:05:47 main:574] : INFO : Epoch 1777 | loss: 0.03111 | val_loss: 0.0311141 | Time: 8170.76 ms [2022-04-11 23:05:56 main:574] : INFO : Epoch 1778 | loss: 0.0311045 | val_loss: 0.0311101 | Time: 8605.91 ms [2022-04-11 23:06:04 main:574] : INFO : Epoch 1779 | loss: 0.0311019 | val_loss: 0.0311049 | Time: 8135.72 ms [2022-04-11 23:06:12 main:574] : INFO : Epoch 1780 | loss: 0.0310986 | val_loss: 0.0311007 | Time: 8327.74 ms [2022-04-11 23:06:20 main:574] : INFO : Epoch 1781 | loss: 0.0310963 | val_loss: 0.0310973 | Time: 7761.72 ms [2022-04-11 23:06:28 main:574] : INFO : Epoch 1782 | loss: 0.0310934 | val_loss: 0.0311007 | Time: 7824.15 ms [2022-04-11 23:06:36 main:574] : INFO : Epoch 1783 | loss: 0.0310922 | val_loss: 0.0310941 | Time: 8418.79 ms [2022-04-11 23:06:44 main:574] : INFO : Epoch 1784 | loss: 0.0310916 | val_loss: 0.0310962 | Time: 7943.5 ms [2022-04-11 23:06:53 main:574] : INFO : Epoch 1785 | loss: 0.0310852 | val_loss: 0.0310885 | Time: 8511.77 ms [2022-04-11 23:07:01 main:574] : INFO : Epoch 1786 | loss: 0.0310799 | val_loss: 0.0310861 | Time: 7902.12 ms [2022-04-11 23:07:09 main:574] : INFO : Epoch 1787 | loss: 0.0310784 | val_loss: 0.0310862 | Time: 8049.59 ms [2022-04-11 23:07:17 main:574] : INFO : Epoch 1788 | loss: 0.0310765 | val_loss: 0.0310836 | Time: 8270.77 ms [2022-04-11 23:07:25 main:574] : INFO : Epoch 1789 | loss: 0.0310761 | val_loss: 0.0310736 | Time: 8008.09 ms [2022-04-11 23:07:33 main:574] : INFO : Epoch 1790 | loss: 0.0310699 | val_loss: 0.0310711 | Time: 7981.84 ms [2022-04-11 23:07:42 main:574] : INFO : Epoch 1791 | loss: 0.0310685 | val_loss: 0.0310756 | Time: 8493.55 ms [2022-04-11 23:07:49 main:574] : INFO : Epoch 1792 | loss: 0.0310776 | val_loss: 0.0310848 | Time: 7551.07 ms [2022-04-11 23:07:57 main:574] : INFO : Epoch 1793 | loss: 0.0310767 | val_loss: 0.031077 | Time: 8236.85 ms [2022-04-11 23:08:05 main:574] : INFO : Epoch 1794 | loss: 0.0310688 | val_loss: 0.0310747 | Time: 7898.67 ms [2022-04-11 23:08:14 main:574] : INFO : Epoch 1795 | loss: 0.0310653 | val_loss: 0.0310746 | Time: 8203.51 ms [2022-04-11 23:08:22 main:574] : INFO : Epoch 1796 | loss: 0.0310676 | val_loss: 0.0310851 | Time: 8650 ms [2022-04-11 23:08:30 main:574] : INFO : Epoch 1797 | loss: 0.0310828 | val_loss: 0.0310821 | Time: 7797.81 ms [2022-04-11 23:08:38 main:574] : INFO : Epoch 1798 | loss: 0.0310788 | val_loss: 0.031083 | Time: 8214.38 ms [2022-04-11 23:08:47 main:574] : INFO : Epoch 1799 | loss: 0.0310747 | val_loss: 0.0310796 | Time: 8737.77 ms [2022-04-11 23:08:55 main:574] : INFO : Epoch 1800 | loss: 0.0310747 | val_loss: 0.0310796 | Time: 8133.02 ms [2022-04-11 23:09:03 main:574] : INFO : Epoch 1801 | loss: 0.0310697 | val_loss: 0.0310867 | Time: 8107.37 ms [2022-04-11 23:09:12 main:574] : INFO : Epoch 1802 | loss: 0.0310721 | val_loss: 0.0310862 | Time: 8546.78 ms [2022-04-11 23:09:20 main:574] : INFO : Epoch 1803 | loss: 0.0310658 | val_loss: 0.031068 | Time: 8389.15 ms [2022-04-11 23:09:28 main:574] : INFO : Epoch 1804 | loss: 0.031057 | val_loss: 0.0310672 | Time: 8204.33 ms [2022-04-11 23:09:36 main:574] : INFO : Epoch 1805 | loss: 0.031054 | val_loss: 0.0310635 | Time: 7979.86 ms [2022-04-11 23:09:45 main:574] : INFO : Epoch 1806 | loss: 0.0310527 | val_loss: 0.0310645 | Time: 8142.11 ms [2022-04-11 23:09:53 main:574] : INFO : Epoch 1807 | loss: 0.0310535 | val_loss: 0.0310657 | Time: 8274.83 ms [2022-04-11 23:10:01 main:574] : INFO : Epoch 1808 | loss: 0.0310493 | val_loss: 0.0310647 | Time: 8190.56 ms [2022-04-11 23:10:09 main:574] : INFO : Epoch 1809 | loss: 0.0310499 | val_loss: 0.0310688 | Time: 7920.01 ms [2022-04-11 23:10:17 main:574] : INFO : Epoch 1810 | loss: 0.0310511 | val_loss: 0.0310653 | Time: 8272.94 ms [2022-04-11 23:10:25 main:574] : INFO : Epoch 1811 | loss: 0.0310483 | val_loss: 0.0310743 | Time: 7852.95 ms [2022-04-11 23:10:34 main:574] : INFO : Epoch 1812 | loss: 0.0310595 | val_loss: 0.0310643 | Time: 8812.08 ms [2022-04-11 23:10:42 main:574] : INFO : Epoch 1813 | loss: 0.0310539 | val_loss: 0.0310662 | Time: 8422.63 ms [2022-04-11 23:10:50 main:574] : INFO : Epoch 1814 | loss: 0.0310496 | val_loss: 0.0310698 | Time: 7876.14 ms [2022-04-11 23:10:59 main:574] : INFO : Epoch 1815 | loss: 0.031049 | val_loss: 0.0310714 | Time: 8463.24 ms [2022-04-11 23:11:07 main:574] : INFO : Epoch 1816 | loss: 0.0310459 | val_loss: 0.0310647 | Time: 8431.4 ms [2022-04-11 23:11:15 main:574] : INFO : Epoch 1817 | loss: 0.0310442 | val_loss: 0.0310661 | Time: 8146.38 ms [2022-04-11 23:11:24 main:574] : INFO : Epoch 1818 | loss: 0.0310469 | val_loss: 0.0310654 | Time: 8525.05 ms [2022-04-11 23:11:31 main:574] : INFO : Epoch 1819 | loss: 0.0310488 | val_loss: 0.0310661 | Time: 7696.96 ms [2022-04-11 23:11:40 main:574] : INFO : Epoch 1820 | loss: 0.031046 | val_loss: 0.0310589 | Time: 8475.58 ms [2022-04-11 23:11:48 main:574] : INFO : Epoch 1821 | loss: 0.031039 | val_loss: 0.0310615 | Time: 8250.93 ms [2022-04-11 23:11:56 main:574] : INFO : Epoch 1822 | loss: 0.031039 | val_loss: 0.031062 | Time: 8177.39 ms [2022-04-11 23:12:05 main:574] : INFO : Epoch 1823 | loss: 0.0310503 | val_loss: 0.0310737 | Time: 8356.52 ms [2022-04-11 23:12:13 main:574] : INFO : Epoch 1824 | loss: 0.0310508 | val_loss: 0.0310625 | Time: 8489.94 ms [2022-04-11 23:12:21 main:574] : INFO : Epoch 1825 | loss: 0.0310492 | val_loss: 0.0310604 | Time: 7728.42 ms [2022-04-11 23:12:30 main:574] : INFO : Epoch 1826 | loss: 0.0310433 | val_loss: 0.0310619 | Time: 8591.31 ms [2022-04-11 23:12:37 main:574] : INFO : Epoch 1827 | loss: 0.0310413 | val_loss: 0.031073 | Time: 7764.16 ms [2022-04-11 23:12:46 main:574] : INFO : Epoch 1828 | loss: 0.0310471 | val_loss: 0.0310656 | Time: 8212.74 ms [2022-04-11 23:12:54 main:574] : INFO : Epoch 1829 | loss: 0.0310476 | val_loss: 0.0310619 | Time: 8209.22 ms [2022-04-11 23:13:02 main:574] : INFO : Epoch 1830 | loss: 0.0310445 | val_loss: 0.0310624 | Time: 8245.61 ms [2022-04-11 23:13:10 main:574] : INFO : Epoch 1831 | loss: 0.0310432 | val_loss: 0.031058 | Time: 8311.77 ms [2022-04-11 23:13:19 main:574] : INFO : Epoch 1832 | loss: 0.0310432 | val_loss: 0.0310621 | Time: 8761.74 ms [2022-04-11 23:13:27 main:574] : INFO : Epoch 1833 | loss: 0.0310442 | val_loss: 0.0310637 | Time: 8219.45 ms [2022-04-11 23:13:36 main:574] : INFO : Epoch 1834 | loss: 0.0310408 | val_loss: 0.0310611 | Time: 8580.29 ms [2022-04-11 23:13:44 main:574] : INFO : Epoch 1835 | loss: 0.031041 | val_loss: 0.0310604 | Time: 7877.34 ms [2022-04-11 23:13:52 main:574] : INFO : Epoch 1836 | loss: 0.0310385 | val_loss: 0.0310579 | Time: 8273.49 ms [2022-04-11 23:13:59 main:574] : INFO : Epoch 1837 | loss: 0.0310359 | val_loss: 0.0310591 | Time: 7351.71 ms [2022-04-11 23:14:08 main:574] : INFO : Epoch 1838 | loss: 0.0310362 | val_loss: 0.0310585 | Time: 8247.26 ms [2022-04-11 23:14:15 main:574] : INFO : Epoch 1839 | loss: 0.0310399 | val_loss: 0.0310635 | Time: 7545.89 ms [2022-04-11 23:14:24 main:574] : INFO : Epoch 1840 | loss: 0.0310512 | val_loss: 0.0310643 | Time: 8432.51 ms [2022-04-11 23:14:31 main:574] : INFO : Epoch 1841 | loss: 0.0310493 | val_loss: 0.0310684 | Time: 7574.2 ms [2022-04-11 23:14:39 main:574] : INFO : Epoch 1842 | loss: 0.0310429 | val_loss: 0.0310546 | Time: 8126.38 ms [2022-04-11 23:14:47 main:574] : INFO : Epoch 1843 | loss: 0.0310424 | val_loss: 0.0310552 | Time: 7872.58 ms [2022-04-11 23:14:56 main:574] : INFO : Epoch 1844 | loss: 0.0310379 | val_loss: 0.0310542 | Time: 8424.2 ms [2022-04-11 23:15:04 main:574] : INFO : Epoch 1845 | loss: 0.0310342 | val_loss: 0.0310584 | Time: 8662.73 ms [2022-04-11 23:15:12 main:574] : INFO : Epoch 1846 | loss: 0.031032 | val_loss: 0.0310527 | Time: 7522.77 ms [2022-04-11 23:15:20 main:574] : INFO : Epoch 1847 | loss: 0.0310433 | val_loss: 0.031084 | Time: 7818.35 ms [2022-04-11 23:15:28 main:574] : INFO : Epoch 1848 | loss: 0.0310691 | val_loss: 0.0310692 | Time: 8649.83 ms [2022-04-11 23:15:36 main:574] : INFO : Epoch 1849 | loss: 0.0310576 | val_loss: 0.0310636 | Time: 8056.19 ms [2022-04-11 23:15:45 main:574] : INFO : Epoch 1850 | loss: 0.0310575 | val_loss: 0.0310832 | Time: 8284.5 ms [2022-04-11 23:15:53 main:574] : INFO : Epoch 1851 | loss: 0.0310916 | val_loss: 0.031093 | Time: 7960.07 ms [2022-04-11 23:16:01 main:574] : INFO : Epoch 1852 | loss: 0.0310948 | val_loss: 0.0310885 | Time: 8124.56 ms [2022-04-11 23:16:09 main:574] : INFO : Epoch 1853 | loss: 0.031079 | val_loss: 0.0310854 | Time: 8726.02 ms [2022-04-11 23:16:18 main:574] : INFO : Epoch 1854 | loss: 0.0310766 | val_loss: 0.0310775 | Time: 8317.2 ms [2022-04-11 23:16:26 main:574] : INFO : Epoch 1855 | loss: 0.0310636 | val_loss: 0.031069 | Time: 7942.52 ms [2022-04-11 23:16:34 main:574] : INFO : Epoch 1856 | loss: 0.0310532 | val_loss: 0.0310672 | Time: 8260.38 ms [2022-04-11 23:16:42 main:574] : INFO : Epoch 1857 | loss: 0.031049 | val_loss: 0.0310583 | Time: 8242.16 ms [2022-04-11 23:16:50 main:574] : INFO : Epoch 1858 | loss: 0.0310461 | val_loss: 0.0310581 | Time: 7888.96 ms [2022-04-11 23:16:58 main:574] : INFO : Epoch 1859 | loss: 0.0310438 | val_loss: 0.0310564 | Time: 8232.37 ms [2022-04-11 23:17:06 main:574] : INFO : Epoch 1860 | loss: 0.0310411 | val_loss: 0.0310558 | Time: 7733.24 ms [2022-04-11 23:17:15 main:574] : INFO : Epoch 1861 | loss: 0.0310393 | val_loss: 0.0310546 | Time: 8624.48 ms [2022-04-11 23:17:23 main:574] : INFO : Epoch 1862 | loss: 0.0310435 | val_loss: 0.0310586 | Time: 7967.32 ms [2022-04-11 23:17:31 main:574] : INFO : Epoch 1863 | loss: 0.0310404 | val_loss: 0.0310674 | Time: 8012.95 ms [2022-04-11 23:17:39 main:574] : INFO : Epoch 1864 | loss: 0.0310412 | val_loss: 0.0310542 | Time: 8226.74 ms [2022-04-11 23:17:47 main:574] : INFO : Epoch 1865 | loss: 0.0310382 | val_loss: 0.0310546 | Time: 8544.01 ms [2022-04-11 23:17:56 main:574] : INFO : Epoch 1866 | loss: 0.0310369 | val_loss: 0.0310518 | Time: 8411.37 ms [2022-04-11 23:18:04 main:574] : INFO : Epoch 1867 | loss: 0.031037 | val_loss: 0.0310567 | Time: 8380.32 ms [2022-04-11 23:18:12 main:574] : INFO : Epoch 1868 | loss: 0.0310415 | val_loss: 0.0310618 | Time: 7731.82 ms [2022-04-11 23:18:20 main:574] : INFO : Epoch 1869 | loss: 0.0310417 | val_loss: 0.0310512 | Time: 8417.77 ms [2022-04-11 23:18:28 main:574] : INFO : Epoch 1870 | loss: 0.0310385 | val_loss: 0.0310548 | Time: 7872.78 ms [2022-04-11 23:18:37 main:574] : INFO : Epoch 1871 | loss: 0.0310455 | val_loss: 0.031073 | Time: 8319.44 ms [2022-04-11 23:18:45 main:574] : INFO : Epoch 1872 | loss: 0.0310611 | val_loss: 0.0310754 | Time: 7895.91 ms [2022-04-11 23:18:53 main:574] : INFO : Epoch 1873 | loss: 0.0310676 | val_loss: 0.0310604 | Time: 8117.56 ms [2022-04-11 23:19:01 main:574] : INFO : Epoch 1874 | loss: 0.0310556 | val_loss: 0.0310583 | Time: 8362.81 ms [2022-04-11 23:19:10 main:574] : INFO : Epoch 1875 | loss: 0.0310428 | val_loss: 0.0310511 | Time: 8629.24 ms [2022-04-11 23:19:17 main:574] : INFO : Epoch 1876 | loss: 0.0310409 | val_loss: 0.0310606 | Time: 7770.26 ms [2022-04-11 23:19:26 main:574] : INFO : Epoch 1877 | loss: 0.0310528 | val_loss: 0.0310642 | Time: 8769.17 ms [2022-04-11 23:19:34 main:574] : INFO : Epoch 1878 | loss: 0.0310433 | val_loss: 0.0310519 | Time: 8295.49 ms [2022-04-11 23:19:42 main:574] : INFO : Epoch 1879 | loss: 0.0310431 | val_loss: 0.0310523 | Time: 7936.21 ms [2022-04-11 23:19:50 main:574] : INFO : Epoch 1880 | loss: 0.0310394 | val_loss: 0.0310478 | Time: 7890.88 ms [2022-04-11 23:19:59 main:574] : INFO : Epoch 1881 | loss: 0.0310363 | val_loss: 0.0310579 | Time: 9153.11 ms [2022-04-11 23:20:08 main:574] : INFO : Epoch 1882 | loss: 0.0310338 | val_loss: 0.0310532 | Time: 8039.84 ms [2022-04-11 23:20:16 main:574] : INFO : Epoch 1883 | loss: 0.0310325 | val_loss: 0.0310513 | Time: 8621.78 ms [2022-04-11 23:20:24 main:574] : INFO : Epoch 1884 | loss: 0.0310355 | val_loss: 0.0310515 | Time: 7877.41 ms [2022-04-11 23:20:33 main:574] : INFO : Epoch 1885 | loss: 0.0310333 | val_loss: 0.0310476 | Time: 8586.55 ms [2022-04-11 23:20:41 main:574] : INFO : Epoch 1886 | loss: 0.0310299 | val_loss: 0.0310465 | Time: 7884.61 ms [2022-04-11 23:20:49 main:574] : INFO : Epoch 1887 | loss: 0.0310314 | val_loss: 0.031056 | Time: 8314.55 ms [2022-04-11 23:20:57 main:574] : INFO : Epoch 1888 | loss: 0.0310374 | val_loss: 0.0310576 | Time: 8392.33 ms [2022-04-11 23:21:06 main:574] : INFO : Epoch 1889 | loss: 0.0310357 | val_loss: 0.0310471 | Time: 8573.82 ms [2022-04-11 23:21:14 main:574] : INFO : Epoch 1890 | loss: 0.0310329 | val_loss: 0.0310474 | Time: 7979.55 ms [2022-04-11 23:21:23 main:574] : INFO : Epoch 1891 | loss: 0.0310351 | val_loss: 0.0310487 | Time: 8956.12 ms [2022-04-11 23:21:31 main:574] : INFO : Epoch 1892 | loss: 0.0310312 | val_loss: 0.0310488 | Time: 7921.49 ms [2022-04-11 23:21:39 main:574] : INFO : Epoch 1893 | loss: 0.0310308 | val_loss: 0.0310507 | Time: 8089.04 ms [2022-04-11 23:21:47 main:574] : INFO : Epoch 1894 | loss: 0.0310303 | val_loss: 0.031048 | Time: 7808.43 ms [2022-04-11 23:21:54 main:574] : INFO : Epoch 1895 | loss: 0.0310288 | val_loss: 0.0310597 | Time: 7918.08 ms [2022-04-11 23:22:02 main:574] : INFO : Epoch 1896 | loss: 0.0310377 | val_loss: 0.0310499 | Time: 7997.91 ms [2022-04-11 23:22:11 main:574] : INFO : Epoch 1897 | loss: 0.0310357 | val_loss: 0.0310678 | Time: 8340.47 ms [2022-04-11 23:22:19 main:574] : INFO : Epoch 1898 | loss: 0.0310728 | val_loss: 0.0310882 | Time: 7859.18 ms [2022-04-11 23:22:27 main:574] : INFO : Epoch 1899 | loss: 0.0310676 | val_loss: 0.03107 | Time: 7903.94 ms [2022-04-11 23:22:35 main:574] : INFO : Epoch 1900 | loss: 0.0310546 | val_loss: 0.0310577 | Time: 8087.06 ms [2022-04-11 23:22:43 main:574] : INFO : Epoch 1901 | loss: 0.0310426 | val_loss: 0.0310551 | Time: 7948.03 ms [2022-04-11 23:22:51 main:574] : INFO : Epoch 1902 | loss: 0.0310456 | val_loss: 0.0310564 | Time: 8159.89 ms [2022-04-11 23:22:59 main:574] : INFO : Epoch 1903 | loss: 0.0310409 | val_loss: 0.0310495 | Time: 8099.55 ms [2022-04-11 23:23:07 main:574] : INFO : Epoch 1904 | loss: 0.031037 | val_loss: 0.0310479 | Time: 8421.13 ms [2022-04-11 23:23:16 main:574] : INFO : Epoch 1905 | loss: 0.0310334 | val_loss: 0.0310533 | Time: 8883.27 ms [2022-04-11 23:23:24 main:574] : INFO : Epoch 1906 | loss: 0.0310358 | val_loss: 0.0310571 | Time: 7763.28 ms [2022-04-11 23:23:32 main:574] : INFO : Epoch 1907 | loss: 0.0310395 | val_loss: 0.0310604 | Time: 7537.32 ms [2022-04-11 23:23:39 main:574] : INFO : Epoch 1908 | loss: 0.0310352 | val_loss: 0.0310551 | Time: 7955.42 ms [2022-04-11 23:23:48 main:574] : INFO : Epoch 1909 | loss: 0.0310376 | val_loss: 0.0310566 | Time: 8090 ms [2022-04-11 23:23:56 main:574] : INFO : Epoch 1910 | loss: 0.0310324 | val_loss: 0.0310527 | Time: 8119.16 ms [2022-04-11 23:24:04 main:574] : INFO : Epoch 1911 | loss: 0.0310279 | val_loss: 0.0310532 | Time: 8086.99 ms [2022-04-11 23:24:11 main:574] : INFO : Epoch 1912 | loss: 0.031022 | val_loss: 0.0310427 | Time: 7582.58 ms [2022-04-11 23:24:20 main:574] : INFO : Epoch 1913 | loss: 0.0310208 | val_loss: 0.0310459 | Time: 8146.78 ms [2022-04-11 23:24:27 main:574] : INFO : Epoch 1914 | loss: 0.0310212 | val_loss: 0.0310528 | Time: 7942.98 ms [2022-04-11 23:24:36 main:574] : INFO : Epoch 1915 | loss: 0.0310166 | val_loss: 0.0310469 | Time: 8019.29 ms [2022-04-11 23:24:44 main:574] : INFO : Epoch 1916 | loss: 0.0310217 | val_loss: 0.0310502 | Time: 8527.72 ms [2022-04-11 23:24:51 main:574] : INFO : Epoch 1917 | loss: 0.0310252 | val_loss: 0.0310459 | Time: 7454.84 ms [2022-04-11 23:25:01 main:574] : INFO : Epoch 1918 | loss: 0.0310186 | val_loss: 0.031042 | Time: 9012.44 ms [2022-04-11 23:25:08 main:574] : INFO : Epoch 1919 | loss: 0.0310171 | val_loss: 0.0310464 | Time: 7844.59 ms [2022-04-11 23:25:16 main:574] : INFO : Epoch 1920 | loss: 0.0310211 | val_loss: 0.0310524 | Time: 8052.66 ms [2022-04-11 23:25:24 main:574] : INFO : Epoch 1921 | loss: 0.0310209 | val_loss: 0.0310495 | Time: 8082.87 ms [2022-04-11 23:25:33 main:574] : INFO : Epoch 1922 | loss: 0.0310337 | val_loss: 0.0310599 | Time: 8214.37 ms [2022-04-11 23:25:40 main:574] : INFO : Epoch 1923 | loss: 0.0310401 | val_loss: 0.031058 | Time: 7271.5 ms [2022-04-11 23:25:48 main:574] : INFO : Epoch 1924 | loss: 0.0310346 | val_loss: 0.0310608 | Time: 7836.29 ms [2022-04-11 23:25:56 main:574] : INFO : Epoch 1925 | loss: 0.0310261 | val_loss: 0.031049 | Time: 8049.3 ms [2022-04-11 23:26:04 main:574] : INFO : Epoch 1926 | loss: 0.0310278 | val_loss: 0.0310577 | Time: 8232.23 ms [2022-04-11 23:26:12 main:574] : INFO : Epoch 1927 | loss: 0.0310643 | val_loss: 0.0310672 | Time: 7947.64 ms [2022-04-11 23:26:20 main:574] : INFO : Epoch 1928 | loss: 0.0310554 | val_loss: 0.031065 | Time: 7949.24 ms [2022-04-11 23:26:28 main:574] : INFO : Epoch 1929 | loss: 0.0310557 | val_loss: 0.0310719 | Time: 8032.08 ms [2022-04-11 23:26:36 main:574] : INFO : Epoch 1930 | loss: 0.0310494 | val_loss: 0.0310577 | Time: 8101.04 ms [2022-04-11 23:26:44 main:574] : INFO : Epoch 1931 | loss: 0.0310384 | val_loss: 0.0310556 | Time: 7897 ms [2022-04-11 23:26:52 main:574] : INFO : Epoch 1932 | loss: 0.0310482 | val_loss: 0.0310659 | Time: 8024.4 ms [2022-04-11 23:27:00 main:574] : INFO : Epoch 1933 | loss: 0.0310527 | val_loss: 0.0310583 | Time: 7732.45 ms [2022-04-11 23:27:07 main:574] : INFO : Epoch 1934 | loss: 0.0310456 | val_loss: 0.0310546 | Time: 7582.69 ms [2022-04-11 23:27:16 main:574] : INFO : Epoch 1935 | loss: 0.0310355 | val_loss: 0.0310511 | Time: 8890.42 ms [2022-04-11 23:27:24 main:574] : INFO : Epoch 1936 | loss: 0.031033 | val_loss: 0.0310567 | Time: 7574.07 ms [2022-04-11 23:27:32 main:574] : INFO : Epoch 1937 | loss: 0.0310353 | val_loss: 0.0310512 | Time: 8579.96 ms [2022-04-11 23:27:40 main:574] : INFO : Epoch 1938 | loss: 0.0310361 | val_loss: 0.0310581 | Time: 7471.59 ms [2022-04-11 23:27:49 main:574] : INFO : Epoch 1939 | loss: 0.031039 | val_loss: 0.0310586 | Time: 8640.23 ms [2022-04-11 23:27:56 main:574] : INFO : Epoch 1940 | loss: 0.0310303 | val_loss: 0.0310645 | Time: 7846.15 ms [2022-04-11 23:28:05 main:574] : INFO : Epoch 1941 | loss: 0.031037 | val_loss: 0.0310718 | Time: 8955.05 ms [2022-04-11 23:28:13 main:574] : INFO : Epoch 1942 | loss: 0.031033 | val_loss: 0.0310601 | Time: 7776.66 ms [2022-04-11 23:28:22 main:574] : INFO : Epoch 1943 | loss: 0.0310273 | val_loss: 0.031065 | Time: 8661.76 ms [2022-04-11 23:28:30 main:574] : INFO : Epoch 1944 | loss: 0.0310415 | val_loss: 0.0310549 | Time: 8204.69 ms [2022-04-11 23:28:38 main:574] : INFO : Epoch 1945 | loss: 0.0310287 | val_loss: 0.0310485 | Time: 7925.52 ms [2022-04-11 23:28:47 main:574] : INFO : Epoch 1946 | loss: 0.0310406 | val_loss: 0.0310485 | Time: 8713.93 ms [2022-04-11 23:28:54 main:574] : INFO : Epoch 1947 | loss: 0.0310318 | val_loss: 0.0310508 | Time: 7754.29 ms [2022-04-11 23:29:02 main:574] : INFO : Epoch 1948 | loss: 0.0310402 | val_loss: 0.0310623 | Time: 7633.68 ms [2022-04-11 23:29:10 main:574] : INFO : Epoch 1949 | loss: 0.0310499 | val_loss: 0.0310598 | Time: 7926.48 ms [2022-04-11 23:29:18 main:574] : INFO : Epoch 1950 | loss: 0.0310366 | val_loss: 0.0310493 | Time: 7782.2 ms [2022-04-11 23:29:26 main:574] : INFO : Epoch 1951 | loss: 0.0310251 | val_loss: 0.0310489 | Time: 8054.96 ms [2022-04-11 23:29:34 main:574] : INFO : Epoch 1952 | loss: 0.0310174 | val_loss: 0.0310418 | Time: 8202.84 ms [2022-04-11 23:29:42 main:574] : INFO : Epoch 1953 | loss: 0.0310195 | val_loss: 0.0310434 | Time: 7470.02 ms [2022-04-11 23:29:50 main:574] : INFO : Epoch 1954 | loss: 0.0310154 | val_loss: 0.0310409 | Time: 8364.26 ms [2022-04-11 23:29:57 main:574] : INFO : Epoch 1955 | loss: 0.0310165 | val_loss: 0.0310414 | Time: 7353.9 ms [2022-04-11 23:30:07 main:574] : INFO : Epoch 1956 | loss: 0.0310163 | val_loss: 0.0310434 | Time: 9483.43 ms [2022-04-11 23:30:15 main:574] : INFO : Epoch 1957 | loss: 0.0310168 | val_loss: 0.0310446 | Time: 8237.76 ms [2022-04-11 23:30:22 main:574] : INFO : Epoch 1958 | loss: 0.0310288 | val_loss: 0.0310542 | Time: 7327.14 ms [2022-04-11 23:30:30 main:574] : INFO : Epoch 1959 | loss: 0.0310386 | val_loss: 0.0310534 | Time: 7620.02 ms [2022-04-11 23:30:38 main:574] : INFO : Epoch 1960 | loss: 0.0310329 | val_loss: 0.0310659 | Time: 8150.82 ms [2022-04-11 23:30:46 main:574] : INFO : Epoch 1961 | loss: 0.0310787 | val_loss: 0.0310822 | Time: 7783.89 ms [2022-04-11 23:30:54 main:574] : INFO : Epoch 1962 | loss: 0.0310818 | val_loss: 0.0310782 | Time: 8244.26 ms [2022-04-11 23:31:03 main:574] : INFO : Epoch 1963 | loss: 0.0310782 | val_loss: 0.0310837 | Time: 8431.37 ms [2022-04-11 23:31:10 main:574] : INFO : Epoch 1964 | loss: 0.0310729 | val_loss: 0.0310683 | Time: 7792.05 ms [2022-04-11 23:31:19 main:574] : INFO : Epoch 1965 | loss: 0.031063 | val_loss: 0.0310696 | Time: 8531.09 ms [2022-04-11 23:31:27 main:574] : INFO : Epoch 1966 | loss: 0.0310612 | val_loss: 0.0310679 | Time: 8224.31 ms [2022-04-11 23:31:35 main:574] : INFO : Epoch 1967 | loss: 0.0310549 | val_loss: 0.0310617 | Time: 8182.31 ms [2022-04-11 23:31:43 main:574] : INFO : Epoch 1968 | loss: 0.0310493 | val_loss: 0.0310622 | Time: 7953.35 ms [2022-04-11 23:31:52 main:574] : INFO : Epoch 1969 | loss: 0.031058 | val_loss: 0.0310834 | Time: 8371.87 ms [2022-04-11 23:32:00 main:574] : INFO : Epoch 1970 | loss: 0.0310788 | val_loss: 0.0310776 | Time: 8306.09 ms [2022-04-11 23:32:09 main:574] : INFO : Epoch 1971 | loss: 0.0310787 | val_loss: 0.0310843 | Time: 8559.64 ms [2022-04-11 23:32:17 main:574] : INFO : Epoch 1972 | loss: 0.0311055 | val_loss: 0.0311546 | Time: 8281.57 ms [2022-04-11 23:32:26 main:574] : INFO : Epoch 1973 | loss: 0.0311452 | val_loss: 0.0311364 | Time: 8894.33 ms [2022-04-11 23:32:33 main:574] : INFO : Epoch 1974 | loss: 0.0311271 | val_loss: 0.0311197 | Time: 7318.96 ms [2022-04-11 23:32:41 main:574] : INFO : Epoch 1975 | loss: 0.0311163 | val_loss: 0.0311138 | Time: 7783.14 ms [2022-04-11 23:32:49 main:574] : INFO : Epoch 1976 | loss: 0.0311087 | val_loss: 0.0311036 | Time: 7807.02 ms [2022-04-11 23:32:58 main:574] : INFO : Epoch 1977 | loss: 0.0311036 | val_loss: 0.0310988 | Time: 8899.89 ms [2022-04-11 23:33:06 main:574] : INFO : Epoch 1978 | loss: 0.0311019 | val_loss: 0.031103 | Time: 8705.47 ms [2022-04-11 23:33:14 main:574] : INFO : Epoch 1979 | loss: 0.0311011 | val_loss: 0.031096 | Time: 8202.9 ms [2022-04-11 23:33:22 main:574] : INFO : Epoch 1980 | loss: 0.031096 | val_loss: 0.0310981 | Time: 7260.27 ms [2022-04-11 23:33:31 main:574] : INFO : Epoch 1981 | loss: 0.0310923 | val_loss: 0.0310925 | Time: 8821.4 ms [2022-04-11 23:33:39 main:574] : INFO : Epoch 1982 | loss: 0.0310907 | val_loss: 0.0310852 | Time: 8439.31 ms [2022-04-11 23:33:47 main:574] : INFO : Epoch 1983 | loss: 0.0310848 | val_loss: 0.0310772 | Time: 7985.9 ms [2022-04-11 23:33:55 main:574] : INFO : Epoch 1984 | loss: 0.0310781 | val_loss: 0.031073 | Time: 8208.17 ms [2022-04-11 23:34:02 main:574] : INFO : Epoch 1985 | loss: 0.0310743 | val_loss: 0.0310703 | Time: 7258.83 ms [2022-04-11 23:34:10 main:574] : INFO : Epoch 1986 | loss: 0.0310712 | val_loss: 0.0310771 | Time: 8010.58 ms [2022-04-11 23:34:18 main:574] : INFO : Epoch 1987 | loss: 0.0310937 | val_loss: 0.0310888 | Time: 8010.8 ms [2022-04-11 23:34:26 main:574] : INFO : Epoch 1988 | loss: 0.0310975 | val_loss: 0.0310913 | Time: 7389.32 ms [2022-04-11 23:34:34 main:574] : INFO : Epoch 1989 | loss: 0.031089 | val_loss: 0.0310842 | Time: 7789.41 ms [2022-04-11 23:34:42 main:574] : INFO : Epoch 1990 | loss: 0.0310799 | val_loss: 0.0310793 | Time: 7999.13 ms [2022-04-11 23:34:49 main:574] : INFO : Epoch 1991 | loss: 0.0310774 | val_loss: 0.0310819 | Time: 7707.52 ms [2022-04-11 23:34:58 main:574] : INFO : Epoch 1992 | loss: 0.031072 | val_loss: 0.0310801 | Time: 8638.44 ms [2022-04-11 23:35:06 main:574] : INFO : Epoch 1993 | loss: 0.0310691 | val_loss: 0.0310816 | Time: 7940.23 ms [2022-04-11 23:35:14 main:574] : INFO : Epoch 1994 | loss: 0.031082 | val_loss: 0.0310864 | Time: 7929.01 ms [2022-04-11 23:35:22 main:574] : INFO : Epoch 1995 | loss: 0.0310737 | val_loss: 0.0310765 | Time: 7946 ms [2022-04-11 23:35:29 main:574] : INFO : Epoch 1996 | loss: 0.0310694 | val_loss: 0.0310756 | Time: 7325.66 ms [2022-04-11 23:35:36 main:574] : INFO : Epoch 1997 | loss: 0.0310659 | val_loss: 0.0310701 | Time: 7206.59 ms [2022-04-11 23:35:45 main:574] : INFO : Epoch 1998 | loss: 0.0310641 | val_loss: 0.0310623 | Time: 8747.92 ms [2022-04-11 23:35:53 main:574] : INFO : Epoch 1999 | loss: 0.0310599 | val_loss: 0.0310598 | Time: 7644.62 ms [2022-04-11 23:36:01 main:574] : INFO : Epoch 2000 | loss: 0.0310596 | val_loss: 0.0310657 | Time: 8421.6 ms [2022-04-11 23:36:09 main:574] : INFO : Epoch 2001 | loss: 0.0310609 | val_loss: 0.0310848 | Time: 7794.5 ms [2022-04-11 23:36:17 main:574] : INFO : Epoch 2002 | loss: 0.0311119 | val_loss: 0.0311724 | Time: 8286.93 ms [2022-04-11 23:36:26 main:574] : INFO : Epoch 2003 | loss: 0.0311456 | val_loss: 0.031143 | Time: 8565.64 ms [2022-04-11 23:36:33 main:574] : INFO : Epoch 2004 | loss: 0.0310913 | val_loss: 0.0310922 | Time: 7568.46 ms [2022-04-11 23:36:42 main:574] : INFO : Epoch 2005 | loss: 0.0310758 | val_loss: 0.031081 | Time: 8347.57 ms [2022-04-11 23:36:50 main:574] : INFO : Epoch 2006 | loss: 0.0310649 | val_loss: 0.0310739 | Time: 8682.59 ms [2022-04-11 23:36:58 main:574] : INFO : Epoch 2007 | loss: 0.0310586 | val_loss: 0.0310687 | Time: 7788.14 ms [2022-04-11 23:37:06 main:574] : INFO : Epoch 2008 | loss: 0.0310529 | val_loss: 0.031067 | Time: 7922.07 ms [2022-04-11 23:37:15 main:574] : INFO : Epoch 2009 | loss: 0.031051 | val_loss: 0.03107 | Time: 8527.43 ms [2022-04-11 23:37:23 main:574] : INFO : Epoch 2010 | loss: 0.0310545 | val_loss: 0.0310767 | Time: 7999.76 ms [2022-04-11 23:37:31 main:574] : INFO : Epoch 2011 | loss: 0.0310624 | val_loss: 0.0310746 | Time: 8288.31 ms [2022-04-11 23:37:39 main:574] : INFO : Epoch 2012 | loss: 0.0310551 | val_loss: 0.0310841 | Time: 7916.79 ms [2022-04-11 23:37:46 main:574] : INFO : Epoch 2013 | loss: 0.0310804 | val_loss: 0.0310919 | Time: 7465.24 ms [2022-04-11 23:37:54 main:574] : INFO : Epoch 2014 | loss: 0.031076 | val_loss: 0.0310826 | Time: 7638.46 ms [2022-04-11 23:38:03 main:574] : INFO : Epoch 2015 | loss: 0.0310688 | val_loss: 0.0310832 | Time: 8567.33 ms [2022-04-11 23:38:10 main:574] : INFO : Epoch 2016 | loss: 0.0310629 | val_loss: 0.0310719 | Time: 7812.31 ms [2022-04-11 23:38:19 main:574] : INFO : Epoch 2017 | loss: 0.0310612 | val_loss: 0.0310778 | Time: 8432.01 ms [2022-04-11 23:38:27 main:574] : INFO : Epoch 2018 | loss: 0.0310579 | val_loss: 0.0310659 | Time: 7794.42 ms [2022-04-11 23:38:35 main:574] : INFO : Epoch 2019 | loss: 0.031045 | val_loss: 0.0310648 | Time: 8608.64 ms [2022-04-11 23:38:44 main:574] : INFO : Epoch 2020 | loss: 0.0310428 | val_loss: 0.0310634 | Time: 8249.43 ms [2022-04-11 23:38:51 main:574] : INFO : Epoch 2021 | loss: 0.0310437 | val_loss: 0.0310754 | Time: 7860.91 ms [2022-04-11 23:38:59 main:574] : INFO : Epoch 2022 | loss: 0.0310469 | val_loss: 0.0310652 | Time: 8100.71 ms [2022-04-11 23:39:08 main:574] : INFO : Epoch 2023 | loss: 0.0310414 | val_loss: 0.0310595 | Time: 8633.84 ms [2022-04-11 23:39:16 main:574] : INFO : Epoch 2024 | loss: 0.0310373 | val_loss: 0.0310585 | Time: 8117.21 ms [2022-04-11 23:39:24 main:574] : INFO : Epoch 2025 | loss: 0.0310472 | val_loss: 0.0310783 | Time: 7785.52 ms [2022-04-11 23:39:32 main:574] : INFO : Epoch 2026 | loss: 0.0310548 | val_loss: 0.0310683 | Time: 7670.81 ms [2022-04-11 23:39:40 main:574] : INFO : Epoch 2027 | loss: 0.0310474 | val_loss: 0.0310746 | Time: 8083.61 ms [2022-04-11 23:39:48 main:574] : INFO : Epoch 2028 | loss: 0.0310489 | val_loss: 0.0310715 | Time: 8212.7 ms [2022-04-11 23:39:55 main:574] : INFO : Epoch 2029 | loss: 0.0310668 | val_loss: 0.0310903 | Time: 7458.51 ms [2022-04-11 23:40:04 main:574] : INFO : Epoch 2030 | loss: 0.031071 | val_loss: 0.0310769 | Time: 8181.82 ms [2022-04-11 23:40:11 main:574] : INFO : Epoch 2031 | loss: 0.0310619 | val_loss: 0.0310606 | Time: 7780.31 ms [2022-04-11 23:40:19 main:574] : INFO : Epoch 2032 | loss: 0.0310495 | val_loss: 0.0310567 | Time: 7797.78 ms [2022-04-11 23:40:27 main:574] : INFO : Epoch 2033 | loss: 0.0310418 | val_loss: 0.03105 | Time: 7949.44 ms [2022-04-11 23:40:35 main:574] : INFO : Epoch 2034 | loss: 0.031036 | val_loss: 0.0310473 | Time: 7993.08 ms [2022-04-11 23:40:43 main:574] : INFO : Epoch 2035 | loss: 0.031032 | val_loss: 0.0310462 | Time: 7398.62 ms [2022-04-11 23:40:51 main:574] : INFO : Epoch 2036 | loss: 0.0310295 | val_loss: 0.0310471 | Time: 8624.04 ms [2022-04-11 23:40:59 main:574] : INFO : Epoch 2037 | loss: 0.0310269 | val_loss: 0.0310446 | Time: 7865.06 ms [2022-04-11 23:41:07 main:574] : INFO : Epoch 2038 | loss: 0.0310256 | val_loss: 0.0310433 | Time: 7554.03 ms [2022-04-11 23:41:14 main:574] : INFO : Epoch 2039 | loss: 0.0310252 | val_loss: 0.0310444 | Time: 7839.66 ms [2022-04-11 23:41:23 main:574] : INFO : Epoch 2040 | loss: 0.0310261 | val_loss: 0.0310467 | Time: 8410.43 ms [2022-04-11 23:41:31 main:574] : INFO : Epoch 2041 | loss: 0.0310376 | val_loss: 0.0310539 | Time: 7896.2 ms [2022-04-11 23:41:39 main:574] : INFO : Epoch 2042 | loss: 0.031038 | val_loss: 0.0310504 | Time: 8098.89 ms [2022-04-11 23:41:47 main:574] : INFO : Epoch 2043 | loss: 0.0310339 | val_loss: 0.0310559 | Time: 7881.5 ms [2022-04-11 23:41:55 main:574] : INFO : Epoch 2044 | loss: 0.0310356 | val_loss: 0.0310535 | Time: 8103.64 ms [2022-04-11 23:42:03 main:574] : INFO : Epoch 2045 | loss: 0.0310291 | val_loss: 0.031045 | Time: 7915.78 ms [2022-04-11 23:42:11 main:574] : INFO : Epoch 2046 | loss: 0.0310307 | val_loss: 0.0310474 | Time: 7901.68 ms [2022-04-11 23:42:19 main:574] : INFO : Epoch 2047 | loss: 0.0310349 | val_loss: 0.0310593 | Time: 7871.04 ms [2022-04-11 23:42:27 main:574] : INFO : Epoch 2048 | loss: 0.0310637 | val_loss: 0.0310812 | Time: 8202.78 ms [2022-04-11 23:42:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310812 [2022-04-11 23:42:27 main:603] : INFO : Saving end state to config to file [2022-04-11 23:42:27 main:608] : INFO : Success, exiting.. 23:42:27 (8560): 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)