Task 14374637
| Name | ParityModified-1647049082-17105-3-0_0 |
| Workunit | 11420845 |
| Created | 5 Apr 2022, 5:20:01 UTC |
| Sent | 10 Apr 2022, 6:14:39 UTC |
| Report deadline | 18 Apr 2022, 6:14:39 UTC |
| Received | 11 Apr 2022, 7:27:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21390 |
| Run time | 3 hours 56 min 59 sec |
| CPU time | 3 hours 5 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 916.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 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 1568 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 8028.61 ms [2022-04-11 13:17:49 main:574] : INFO : Epoch 1569 | loss: 0.0311583 | val_loss: 0.031169 | Time: 8136.24 ms [2022-04-11 13:17:57 main:574] : INFO : Epoch 1570 | loss: 0.0311576 | val_loss: 0.0311723 | Time: 8021.93 ms [2022-04-11 13:18:05 main:574] : INFO : Epoch 1571 | loss: 0.0311568 | val_loss: 0.0311732 | Time: 8085.79 ms [2022-04-11 13:18:13 main:574] : INFO : Epoch 1572 | loss: 0.0311557 | val_loss: 0.0311744 | Time: 8109.26 ms [2022-04-11 13:18:21 main:574] : INFO : Epoch 1573 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 8084.24 ms [2022-04-11 13:18:30 main:574] : INFO : Epoch 1574 | loss: 0.0311542 | val_loss: 0.0311745 | Time: 8082.53 ms [2022-04-11 13:18:38 main:574] : INFO : Epoch 1575 | loss: 0.0311551 | val_loss: 0.0311695 | Time: 8090.75 ms [2022-04-11 13:18:46 main:574] : INFO : Epoch 1576 | loss: 0.0311557 | val_loss: 0.0311731 | Time: 8014.7 ms [2022-04-11 13:18:54 main:574] : INFO : Epoch 1577 | loss: 0.0311532 | val_loss: 0.031173 | Time: 7979.78 ms [2022-04-11 13:19:02 main:574] : INFO : Epoch 1578 | loss: 0.0311565 | val_loss: 0.0311737 | Time: 7981.82 ms [2022-04-11 13:19:10 main:574] : INFO : Epoch 1579 | loss: 0.0311553 | val_loss: 0.0311787 | Time: 8040.58 ms [2022-04-11 13:19:18 main:574] : INFO : Epoch 1580 | loss: 0.0311536 | val_loss: 0.0311747 | Time: 8072.73 ms [2022-04-11 13:19:26 main:574] : INFO : Epoch 1581 | loss: 0.0311521 | val_loss: 0.0311748 | Time: 8216.63 ms [2022-04-11 13:19:35 main:574] : INFO : Epoch 1582 | loss: 0.0311578 | val_loss: 0.0311765 | Time: 8198.07 ms [2022-04-11 13:19:43 main:574] : INFO : Epoch 1583 | loss: 0.0311635 | val_loss: 0.0311745 | Time: 8014.77 ms [2022-04-11 13:19:51 main:574] : INFO : Epoch 1584 | loss: 0.0311618 | val_loss: 0.0311757 | Time: 7974.01 ms [2022-04-11 13:19:59 main:574] : INFO : Epoch 1585 | loss: 0.0311596 | val_loss: 0.0311739 | Time: 8156.15 ms [2022-04-11 13:20:07 main:574] : INFO : Epoch 1586 | loss: 0.0311593 | val_loss: 0.0311737 | Time: 8074.12 ms [2022-04-11 13:20:15 main:574] : INFO : Epoch 1587 | loss: 0.0311559 | val_loss: 0.0311728 | Time: 8017.74 ms [2022-04-11 13:20:23 main:574] : INFO : Epoch 1588 | loss: 0.0311559 | val_loss: 0.031174 | Time: 8041.68 ms [2022-04-11 13:20:31 main:574] : INFO : Epoch 1589 | loss: 0.0311558 | val_loss: 0.031176 | Time: 8054.84 ms [2022-04-11 13:20:39 main:574] : INFO : Epoch 1590 | loss: 0.0311562 | val_loss: 0.0311754 | Time: 8051.36 ms [2022-04-11 13:20:47 main:574] : INFO : Epoch 1591 | loss: 0.0311579 | val_loss: 0.0311754 | Time: 7963.85 ms [2022-04-11 13:20:55 main:574] : INFO : Epoch 1592 | loss: 0.0311557 | val_loss: 0.0311738 | Time: 7944.67 ms [2022-04-11 13:21:03 main:574] : INFO : Epoch 1593 | loss: 0.0311559 | val_loss: 0.0311796 | Time: 7987.6 ms [2022-04-11 13:21:11 main:574] : INFO : Epoch 1594 | loss: 0.0311582 | val_loss: 0.0311749 | Time: 7972.79 ms [2022-04-11 13:21:20 main:574] : INFO : Epoch 1595 | loss: 0.0311575 | val_loss: 0.0311778 | Time: 8265.38 ms [2022-04-11 13:21:28 main:574] : INFO : Epoch 1596 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 8173.13 ms [2022-04-11 13:21:36 main:574] : INFO : Epoch 1597 | loss: 0.0311601 | val_loss: 0.0311794 | Time: 8354.62 ms [2022-04-11 13:21:45 main:574] : INFO : Epoch 1598 | loss: 0.0311578 | val_loss: 0.031174 | Time: 8298.43 ms [2022-04-11 13:21:53 main:574] : INFO : Epoch 1599 | loss: 0.0311543 | val_loss: 0.0311758 | Time: 8348.47 ms [2022-04-11 13:22:02 main:574] : INFO : Epoch 1600 | loss: 0.0311532 | val_loss: 0.0311741 | Time: 8279.35 ms [2022-04-11 13:22:10 main:574] : INFO : Epoch 1601 | loss: 0.0311536 | val_loss: 0.0311766 | Time: 8174.65 ms [2022-04-11 13:22:18 main:574] : INFO : Epoch 1602 | loss: 0.0311532 | val_loss: 0.0311761 | Time: 8085.06 ms [2022-04-11 13:22:26 main:574] : INFO : Epoch 1603 | loss: 0.0311571 | val_loss: 0.0311835 | Time: 8092.86 ms [2022-04-11 13:22:35 main:574] : INFO : Epoch 1604 | loss: 0.0311562 | val_loss: 0.0311719 | Time: 8199.61 ms [2022-04-11 13:22:43 main:574] : INFO : Epoch 1605 | loss: 0.0311534 | val_loss: 0.0311733 | Time: 8062.32 ms [2022-04-11 13:22:51 main:574] : INFO : Epoch 1606 | loss: 0.0311532 | val_loss: 0.0311761 | Time: 8151.03 ms [2022-04-11 13:22:59 main:574] : INFO : Epoch 1607 | loss: 0.0311527 | val_loss: 0.0311745 | Time: 8101.45 ms [2022-04-11 13:23:07 main:574] : INFO : Epoch 1608 | loss: 0.0311522 | val_loss: 0.0311779 | Time: 8158.24 ms [2022-04-11 13:23:16 main:574] : INFO : Epoch 1609 | loss: 0.031151 | val_loss: 0.0311737 | Time: 8020.17 ms [2022-04-11 13:23:24 main:574] : INFO : Epoch 1610 | loss: 0.0311495 | val_loss: 0.0311766 | Time: 8085.03 ms [2022-04-11 13:23:32 main:574] : INFO : Epoch 1611 | loss: 0.031151 | val_loss: 0.0311714 | Time: 8240.85 ms [2022-04-11 13:23:40 main:574] : INFO : Epoch 1612 | loss: 0.031152 | val_loss: 0.0311711 | Time: 8161.9 ms [2022-04-11 13:23:48 main:574] : INFO : Epoch 1613 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 8071.3 ms [2022-04-11 13:23:57 main:574] : INFO : Epoch 1614 | loss: 0.0311546 | val_loss: 0.0311785 | Time: 8179.47 ms [2022-04-11 13:24:05 main:574] : INFO : Epoch 1615 | loss: 0.0311544 | val_loss: 0.031173 | Time: 8121.31 ms [2022-04-11 13:24:13 main:574] : INFO : Epoch 1616 | loss: 0.031154 | val_loss: 0.0311792 | Time: 8187.6 ms [2022-04-11 13:24:21 main:574] : INFO : Epoch 1617 | loss: 0.0311598 | val_loss: 0.0311747 | Time: 8244.11 ms [2022-04-11 13:24:30 main:574] : INFO : Epoch 1618 | loss: 0.0311572 | val_loss: 0.0311743 | Time: 8145.11 ms [2022-04-11 13:24:38 main:574] : INFO : Epoch 1619 | loss: 0.0311545 | val_loss: 0.0311782 | Time: 8100.72 ms [2022-04-11 13:24:46 main:574] : INFO : Epoch 1620 | loss: 0.0311543 | val_loss: 0.0311746 | Time: 8215.5 ms [2022-04-11 13:24:55 main:574] : INFO : Epoch 1621 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 8224.35 ms [2022-04-11 13:25:03 main:574] : INFO : Epoch 1622 | loss: 0.0311531 | val_loss: 0.0311745 | Time: 8419.23 ms [2022-04-11 13:25:11 main:574] : INFO : Epoch 1623 | loss: 0.0311536 | val_loss: 0.0311709 | Time: 8136.15 ms [2022-04-11 13:25:19 main:574] : INFO : Epoch 1624 | loss: 0.0311526 | val_loss: 0.0311744 | Time: 8131.92 ms [2022-04-11 13:25:28 main:574] : INFO : Epoch 1625 | loss: 0.0311554 | val_loss: 0.0311733 | Time: 8277.12 ms [2022-04-11 13:25:36 main:574] : INFO : Epoch 1626 | loss: 0.0311559 | val_loss: 0.0311751 | Time: 8127.64 ms [2022-04-11 13:25:44 main:574] : INFO : Epoch 1627 | loss: 0.0311577 | val_loss: 0.0311757 | Time: 8089.28 ms [2022-04-11 13:25:52 main:574] : INFO : Epoch 1628 | loss: 0.0311568 | val_loss: 0.0311753 | Time: 7980.94 ms [2022-04-11 13:26:00 main:574] : INFO : Epoch 1629 | loss: 0.031155 | val_loss: 0.0311744 | Time: 8095.86 ms [2022-04-11 13:26:09 main:574] : INFO : Epoch 1630 | loss: 0.0311531 | val_loss: 0.0311753 | Time: 8289.27 ms [2022-04-11 13:26:17 main:574] : INFO : Epoch 1631 | loss: 0.0311536 | val_loss: 0.0311747 | Time: 8108.53 ms [2022-04-11 13:26:25 main:574] : INFO : Epoch 1632 | loss: 0.0311584 | val_loss: 0.0311745 | Time: 8282.93 ms [2022-04-11 13:26:34 main:574] : INFO : Epoch 1633 | loss: 0.0311559 | val_loss: 0.0311754 | Time: 8209.45 ms [2022-04-11 13:26:42 main:574] : INFO : Epoch 1634 | loss: 0.0311536 | val_loss: 0.0311744 | Time: 8086.2 ms [2022-04-11 13:26:50 main:574] : INFO : Epoch 1635 | loss: 0.0311531 | val_loss: 0.0311741 | Time: 8227.09 ms [2022-04-11 13:26:59 main:574] : INFO : Epoch 1636 | loss: 0.0311536 | val_loss: 0.0311719 | Time: 8293.54 ms [2022-04-11 13:27:07 main:574] : INFO : Epoch 1637 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 8571.04 ms [2022-04-11 13:27:16 main:574] : INFO : Epoch 1638 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 8218.39 ms [2022-04-11 13:27:24 main:574] : INFO : Epoch 1639 | loss: 0.0311498 | val_loss: 0.0311723 | Time: 8321.52 ms [2022-04-11 13:27:32 main:574] : INFO : Epoch 1640 | loss: 0.0311488 | val_loss: 0.0311749 | Time: 8073.21 ms [2022-04-11 13:27:41 main:574] : INFO : Epoch 1641 | loss: 0.0311487 | val_loss: 0.0311717 | Time: 8329.88 ms [2022-04-11 13:27:49 main:574] : INFO : Epoch 1642 | loss: 0.0311482 | val_loss: 0.0311742 | Time: 8148.77 ms [2022-04-11 13:27:57 main:574] : INFO : Epoch 1643 | loss: 0.0311478 | val_loss: 0.0311721 | Time: 8246.67 ms [2022-04-11 13:28:05 main:574] : INFO : Epoch 1644 | loss: 0.0311498 | val_loss: 0.0311792 | Time: 7876.67 ms [2022-04-11 13:28:12 main:574] : INFO : Epoch 1645 | loss: 0.0311531 | val_loss: 0.031172 | Time: 6893.65 ms [2022-04-11 13:28:19 main:574] : INFO : Epoch 1646 | loss: 0.0311531 | val_loss: 0.0311734 | Time: 6804.73 ms [2022-04-11 13:28:26 main:574] : INFO : Epoch 1647 | loss: 0.0311527 | val_loss: 0.0311698 | Time: 6472.94 ms [2022-04-11 13:28:33 main:574] : INFO : Epoch 1648 | loss: 0.0311515 | val_loss: 0.0311722 | Time: 7067.34 ms [2022-04-11 13:28:39 main:574] : INFO : Epoch 1649 | loss: 0.0311518 | val_loss: 0.0311761 | Time: 6732.64 ms [2022-04-11 13:28:46 main:574] : INFO : Epoch 1650 | loss: 0.0311531 | val_loss: 0.0311729 | Time: 6961.28 ms [2022-04-11 13:28:55 main:574] : INFO : Epoch 1651 | loss: 0.0311494 | val_loss: 0.0311698 | Time: 7970.93 ms [2022-04-11 13:29:02 main:574] : INFO : Epoch 1652 | loss: 0.0311503 | val_loss: 0.0311715 | Time: 7953.05 ms [2022-04-11 13:29:10 main:574] : INFO : Epoch 1653 | loss: 0.0311534 | val_loss: 0.0311763 | Time: 7950.79 ms [2022-04-11 13:29:19 main:574] : INFO : Epoch 1654 | loss: 0.031156 | val_loss: 0.0311805 | Time: 8048.3 ms [2022-04-11 13:29:27 main:574] : INFO : Epoch 1655 | loss: 0.0311551 | val_loss: 0.0311728 | Time: 7944.63 ms [2022-04-11 13:29:35 main:574] : INFO : Epoch 1656 | loss: 0.0311539 | val_loss: 0.0311725 | Time: 7999.66 ms [2022-04-11 13:29:43 main:574] : INFO : Epoch 1657 | loss: 0.0311525 | val_loss: 0.0311711 | Time: 8089.22 ms [2022-04-11 13:29:51 main:574] : INFO : Epoch 1658 | loss: 0.031152 | val_loss: 0.0311706 | Time: 8136.02 ms [2022-04-11 13:29:59 main:574] : INFO : Epoch 1659 | loss: 0.0311514 | val_loss: 0.0311729 | Time: 8012.18 ms [2022-04-11 13:30:07 main:574] : INFO : Epoch 1660 | loss: 0.0311484 | val_loss: 0.0311726 | Time: 8019.46 ms [2022-04-11 13:30:15 main:574] : INFO : Epoch 1661 | loss: 0.0311489 | val_loss: 0.0311702 | Time: 8014.78 ms [2022-04-11 13:30:23 main:574] : INFO : Epoch 1662 | loss: 0.0311491 | val_loss: 0.0311749 | Time: 8035.84 ms [2022-04-11 13:30:31 main:574] : INFO : Epoch 1663 | loss: 0.031148 | val_loss: 0.0311763 | Time: 7960.7 ms [2022-04-11 13:30:39 main:574] : INFO : Epoch 1664 | loss: 0.031148 | val_loss: 0.0311734 | Time: 7935.73 ms [2022-04-11 13:30:47 main:574] : INFO : Epoch 1665 | loss: 0.0311512 | val_loss: 0.0311743 | Time: 7923.69 ms [2022-04-11 13:30:55 main:574] : INFO : Epoch 1666 | loss: 0.031151 | val_loss: 0.0311754 | Time: 8012.41 ms [2022-04-11 13:31:03 main:574] : INFO : Epoch 1667 | loss: 0.0311488 | val_loss: 0.0311719 | Time: 7995.77 ms [2022-04-11 13:31:11 main:574] : INFO : Epoch 1668 | loss: 0.0311484 | val_loss: 0.0311736 | Time: 7944.18 ms [2022-04-11 13:31:19 main:574] : INFO : Epoch 1669 | loss: 0.0311503 | val_loss: 0.0311781 | Time: 7955.4 ms [2022-04-11 13:31:27 main:574] : INFO : Epoch 1670 | loss: 0.0311499 | val_loss: 0.0311759 | Time: 7984.29 ms [2022-04-11 13:31:35 main:574] : INFO : Epoch 1671 | loss: 0.0311496 | val_loss: 0.0311731 | Time: 8043.74 ms [2022-04-11 13:31:43 main:574] : INFO : Epoch 1672 | loss: 0.0311457 | val_loss: 0.0311716 | Time: 8022.15 ms [2022-04-11 13:31:51 main:574] : INFO : Epoch 1673 | loss: 0.031148 | val_loss: 0.0311774 | Time: 8011.94 ms [2022-04-11 13:31:59 main:574] : INFO : Epoch 1674 | loss: 0.031148 | val_loss: 0.0311741 | Time: 7975.97 ms [2022-04-11 13:32:08 main:574] : INFO : Epoch 1675 | loss: 0.0311478 | val_loss: 0.0311755 | Time: 8054.08 ms [2022-04-11 13:32:16 main:574] : INFO : Epoch 1676 | loss: 0.0311479 | val_loss: 0.0311713 | Time: 7982.92 ms [2022-04-11 13:32:24 main:574] : INFO : Epoch 1677 | loss: 0.0311473 | val_loss: 0.0311767 | Time: 8002.44 ms [2022-04-11 13:32:32 main:574] : INFO : Epoch 1678 | loss: 0.0311502 | val_loss: 0.0311724 | Time: 7995.8 ms [2022-04-11 13:32:40 main:574] : INFO : Epoch 1679 | loss: 0.0311473 | val_loss: 0.031182 | Time: 8041.1 ms [2022-04-11 13:32:48 main:574] : INFO : Epoch 1680 | loss: 0.0311477 | val_loss: 0.0311696 | Time: 8019.05 ms [2022-04-11 13:32:56 main:574] : INFO : Epoch 1681 | loss: 0.0311468 | val_loss: 0.0311748 | Time: 8021.22 ms [2022-04-11 13:33:04 main:574] : INFO : Epoch 1682 | loss: 0.0311473 | val_loss: 0.031176 | Time: 8016.69 ms [2022-04-11 13:33:12 main:574] : INFO : Epoch 1683 | loss: 0.0311463 | val_loss: 0.0311713 | Time: 7989.14 ms [2022-04-11 13:33:20 main:574] : INFO : Epoch 1684 | loss: 0.0311458 | val_loss: 0.0311748 | Time: 8003.36 ms [2022-04-11 13:33:28 main:574] : INFO : Epoch 1685 | loss: 0.0311473 | val_loss: 0.0311739 | Time: 7992.13 ms [2022-04-11 13:33:36 main:574] : INFO : Epoch 1686 | loss: 0.0311485 | val_loss: 0.031178 | Time: 7945.89 ms [2022-04-11 13:33:44 main:574] : INFO : Epoch 1687 | loss: 0.0311519 | val_loss: 0.0311735 | Time: 7989.96 ms [2022-04-11 13:33:52 main:574] : INFO : Epoch 1688 | loss: 0.0311496 | val_loss: 0.031175 | Time: 7961.17 ms [2022-04-11 13:34:00 main:574] : INFO : Epoch 1689 | loss: 0.0311491 | val_loss: 0.0311714 | Time: 7968.36 ms [2022-04-11 13:34:08 main:574] : INFO : Epoch 1690 | loss: 0.0311478 | val_loss: 0.0311727 | Time: 8030.52 ms [2022-04-11 13:34:16 main:574] : INFO : Epoch 1691 | loss: 0.0311492 | val_loss: 0.0311738 | Time: 7953.89 ms [2022-04-11 13:34:24 main:574] : INFO : Epoch 1692 | loss: 0.0311482 | val_loss: 0.031172 | Time: 7949.51 ms [2022-04-11 13:34:32 main:574] : INFO : Epoch 1693 | loss: 0.0311504 | val_loss: 0.0311769 | Time: 8083.92 ms [2022-04-11 13:34:54 main:574] : INFO : Epoch 1694 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 22264.4 ms [2022-04-11 13:35:04 main:574] : INFO : Epoch 1695 | loss: 0.0311526 | val_loss: 0.0311737 | Time: 9840.63 ms [2022-04-11 13:35:12 main:574] : INFO : Epoch 1696 | loss: 0.0311518 | val_loss: 0.0311717 | Time: 8025.4 ms [2022-04-11 13:35:20 main:574] : INFO : Epoch 1697 | loss: 0.0311476 | val_loss: 0.0311787 | Time: 8014.69 ms [2022-04-11 13:35:29 main:574] : INFO : Epoch 1698 | loss: 0.0311515 | val_loss: 0.0311744 | Time: 8168.47 ms [2022-04-11 13:35:37 main:574] : INFO : Epoch 1699 | loss: 0.0311511 | val_loss: 0.031168 | Time: 8020.8 ms [2022-04-11 13:35:45 main:574] : INFO : Epoch 1700 | loss: 0.0311491 | val_loss: 0.0311718 | Time: 8135.37 ms [2022-04-11 13:35:53 main:574] : INFO : Epoch 1701 | loss: 0.0311495 | val_loss: 0.0311837 | Time: 8034.51 ms [2022-04-11 13:36:01 main:574] : INFO : Epoch 1702 | loss: 0.0311517 | val_loss: 0.0311778 | Time: 8024.86 ms [2022-04-11 13:36:09 main:574] : INFO : Epoch 1703 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 8050.29 ms [2022-04-11 13:36:17 main:574] : INFO : Epoch 1704 | loss: 0.0311531 | val_loss: 0.0311711 | Time: 7999.28 ms [2022-04-11 13:36:25 main:574] : INFO : Epoch 1705 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 8008.04 ms [2022-04-11 13:36:33 main:574] : INFO : Epoch 1706 | loss: 0.0311505 | val_loss: 0.0311723 | Time: 8010.71 ms [2022-04-11 13:36:41 main:574] : INFO : Epoch 1707 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 8018.24 ms [2022-04-11 13:36:50 main:574] : INFO : Epoch 1708 | loss: 0.0311509 | val_loss: 0.0311707 | Time: 8019.27 ms [2022-04-11 13:36:58 main:574] : INFO : Epoch 1709 | loss: 0.0311557 | val_loss: 0.0311732 | Time: 8032.59 ms [2022-04-11 13:37:06 main:574] : INFO : Epoch 1710 | loss: 0.0311544 | val_loss: 0.0311746 | Time: 8022.18 ms [2022-04-11 13:37:14 main:574] : INFO : Epoch 1711 | loss: 0.0311528 | val_loss: 0.0311708 | Time: 8033.87 ms [2022-04-11 13:37:22 main:574] : INFO : Epoch 1712 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 8034.6 ms [2022-04-11 13:37:30 main:574] : INFO : Epoch 1713 | loss: 0.0311499 | val_loss: 0.0311719 | Time: 8014.35 ms [2022-04-11 13:37:38 main:574] : INFO : Epoch 1714 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 8089.15 ms [2022-04-11 13:37:46 main:574] : INFO : Epoch 1715 | loss: 0.0311499 | val_loss: 0.0311669 | Time: 8023.19 ms [2022-04-11 13:37:54 main:574] : INFO : Epoch 1716 | loss: 0.0311493 | val_loss: 0.0311682 | Time: 8093.75 ms [2022-04-11 13:38:02 main:574] : INFO : Epoch 1717 | loss: 0.03115 | val_loss: 0.0311698 | Time: 8212.07 ms [2022-04-11 13:38:11 main:574] : INFO : Epoch 1718 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 8068.72 ms [2022-04-11 13:38:19 main:574] : INFO : Epoch 1719 | loss: 0.0311529 | val_loss: 0.0311728 | Time: 8044.72 ms [2022-04-11 13:38:27 main:574] : INFO : Epoch 1720 | loss: 0.0311515 | val_loss: 0.0311714 | Time: 8095.6 ms [2022-04-11 13:38:35 main:574] : INFO : Epoch 1721 | loss: 0.031151 | val_loss: 0.0311729 | Time: 8110.92 ms [2022-04-11 13:38:43 main:574] : INFO : Epoch 1722 | loss: 0.0311546 | val_loss: 0.0311812 | Time: 8085.27 ms [2022-04-11 13:38:51 main:574] : INFO : Epoch 1723 | loss: 0.0311502 | val_loss: 0.0311744 | Time: 8168.82 ms [2022-04-11 13:39:00 main:574] : INFO : Epoch 1724 | loss: 0.0311487 | val_loss: 0.0311745 | Time: 8104.93 ms [2022-04-11 13:39:08 main:574] : INFO : Epoch 1725 | loss: 0.0311488 | val_loss: 0.0311719 | Time: 8042.35 ms [2022-04-11 13:39:16 main:574] : INFO : Epoch 1726 | loss: 0.0311497 | val_loss: 0.0311697 | Time: 8010.44 ms [2022-04-11 13:39:24 main:574] : INFO : Epoch 1727 | loss: 0.0311487 | val_loss: 0.0311714 | Time: 8260.05 ms [2022-04-11 13:39:32 main:574] : INFO : Epoch 1728 | loss: 0.0311493 | val_loss: 0.0311731 | Time: 8069.89 ms [2022-04-11 13:39:40 main:574] : INFO : Epoch 1729 | loss: 0.03115 | val_loss: 0.0311704 | Time: 8010.8 ms [2022-04-11 13:39:48 main:574] : INFO : Epoch 1730 | loss: 0.0311496 | val_loss: 0.0311801 | Time: 8014.56 ms [2022-04-11 13:39:56 main:574] : INFO : Epoch 1731 | loss: 0.0311494 | val_loss: 0.0311727 | Time: 8039.09 ms [2022-04-11 13:40:04 main:574] : INFO : Epoch 1732 | loss: 0.0311474 | val_loss: 0.0311706 | Time: 8032.61 ms [2022-04-11 13:40:13 main:574] : INFO : Epoch 1733 | loss: 0.0311528 | val_loss: 0.0311834 | Time: 8052.41 ms [2022-04-11 13:40:21 main:574] : INFO : Epoch 1734 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 8018.81 ms [2022-04-11 13:40:29 main:574] : INFO : Epoch 1735 | loss: 0.0311577 | val_loss: 0.0311736 | Time: 8070.39 ms [2022-04-11 13:40:37 main:574] : INFO : Epoch 1736 | loss: 0.0311536 | val_loss: 0.0311735 | Time: 8091.88 ms [2022-04-11 13:40:45 main:574] : INFO : Epoch 1737 | loss: 0.0311515 | val_loss: 0.0311724 | Time: 8050.55 ms [2022-04-11 13:40:53 main:574] : INFO : Epoch 1738 | loss: 0.0311498 | val_loss: 0.0311721 | Time: 8020.32 ms [2022-04-11 13:41:13 main:574] : INFO : Epoch 1739 | loss: 0.0311616 | val_loss: 0.0311679 | Time: 19904.2 ms [2022-04-11 13:41:33 main:574] : INFO : Epoch 1740 | loss: 0.0311636 | val_loss: 0.031172 | Time: 19908.9 ms [2022-04-11 13:41:39 main:574] : INFO : Epoch 1741 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 6454.86 ms [2022-04-11 13:41:46 main:574] : INFO : Epoch 1742 | loss: 0.0311571 | val_loss: 0.031176 | Time: 6474.72 ms [2022-04-11 13:41:54 main:574] : INFO : Epoch 1743 | loss: 0.0311564 | val_loss: 0.0311732 | Time: 7892.43 ms [2022-04-11 13:42:02 main:574] : INFO : Epoch 1744 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 8043.47 ms [2022-04-11 13:42:10 main:574] : INFO : Epoch 1745 | loss: 0.0311545 | val_loss: 0.0311742 | Time: 8052.16 ms [2022-04-11 13:42:18 main:574] : INFO : Epoch 1746 | loss: 0.0311519 | val_loss: 0.0311712 | Time: 8075.55 ms [2022-04-11 13:42:26 main:574] : INFO : Epoch 1747 | loss: 0.0311524 | val_loss: 0.0311778 | Time: 8024.72 ms [2022-04-11 13:42:34 main:574] : INFO : Epoch 1748 | loss: 0.0311532 | val_loss: 0.0311711 | Time: 7970.01 ms [2022-04-11 13:42:42 main:574] : INFO : Epoch 1749 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 8108.5 ms [2022-04-11 13:42:50 main:574] : INFO : Epoch 1750 | loss: 0.0311495 | val_loss: 0.0311742 | Time: 8030.49 ms [2022-04-11 13:42:59 main:574] : INFO : Epoch 1751 | loss: 0.031149 | val_loss: 0.0311682 | Time: 8048.34 ms [2022-04-11 13:43:07 main:574] : INFO : Epoch 1752 | loss: 0.0311492 | val_loss: 0.0311706 | Time: 7993.84 ms [2022-04-11 13:43:15 main:574] : INFO : Epoch 1753 | loss: 0.0311486 | val_loss: 0.0311697 | Time: 8006.31 ms [2022-04-11 13:43:23 main:574] : INFO : Epoch 1754 | loss: 0.0311485 | val_loss: 0.0311704 | Time: 8013.54 ms [2022-04-11 13:43:31 main:574] : INFO : Epoch 1755 | loss: 0.0311501 | val_loss: 0.0311701 | Time: 8012.36 ms [2022-04-11 13:43:39 main:574] : INFO : Epoch 1756 | loss: 0.0311489 | val_loss: 0.0311702 | Time: 8009.06 ms [2022-04-11 13:43:47 main:574] : INFO : Epoch 1757 | loss: 0.0311493 | val_loss: 0.0311715 | Time: 7992.03 ms [2022-04-11 13:43:55 main:574] : INFO : Epoch 1758 | loss: 0.0311471 | val_loss: 0.0311735 | Time: 8043.46 ms [2022-04-11 13:44:03 main:574] : INFO : Epoch 1759 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 8046.93 ms [2022-04-11 13:44:11 main:574] : INFO : Epoch 1760 | loss: 0.0311482 | val_loss: 0.0311767 | Time: 7969.52 ms [2022-04-11 13:44:19 main:574] : INFO : Epoch 1761 | loss: 0.0311458 | val_loss: 0.031169 | Time: 8000.98 ms [2022-04-11 13:44:27 main:574] : INFO : Epoch 1762 | loss: 0.0311471 | val_loss: 0.0311719 | Time: 8027.79 ms [2022-04-11 13:44:35 main:574] : INFO : Epoch 1763 | loss: 0.0311473 | val_loss: 0.0311771 | Time: 8009.58 ms [2022-04-11 13:44:43 main:574] : INFO : Epoch 1764 | loss: 0.0311502 | val_loss: 0.0311734 | Time: 8000.27 ms [2022-04-11 13:44:51 main:574] : INFO : Epoch 1765 | loss: 0.0311526 | val_loss: 0.0311777 | Time: 7952.17 ms [2022-04-11 13:44:59 main:574] : INFO : Epoch 1766 | loss: 0.0311528 | val_loss: 0.0311725 | Time: 8009.1 ms [2022-04-11 13:45:07 main:574] : INFO : Epoch 1767 | loss: 0.0311495 | val_loss: 0.0311713 | Time: 8003.91 ms [2022-04-11 13:45:15 main:574] : INFO : Epoch 1768 | loss: 0.0311482 | val_loss: 0.0311742 | Time: 7986.51 ms [2022-04-11 13:45:23 main:574] : INFO : Epoch 1769 | loss: 0.0311478 | val_loss: 0.0311689 | Time: 7994.88 ms [2022-04-11 13:45:32 main:574] : INFO : Epoch 1770 | loss: 0.0311487 | val_loss: 0.0311689 | Time: 7984.68 ms [2022-04-11 13:45:40 main:574] : INFO : Epoch 1771 | loss: 0.0311469 | val_loss: 0.0311672 | Time: 8050.86 ms [2022-04-11 13:45:48 main:574] : INFO : Epoch 1772 | loss: 0.0311469 | val_loss: 0.0311737 | Time: 7989.31 ms [2022-04-11 13:45:56 main:574] : INFO : Epoch 1773 | loss: 0.0311494 | val_loss: 0.0311697 | Time: 7971.93 ms [2022-04-11 13:46:04 main:574] : INFO : Epoch 1774 | loss: 0.031146 | val_loss: 0.0311697 | Time: 7965.88 ms [2022-04-11 13:46:12 main:574] : INFO : Epoch 1775 | loss: 0.031149 | val_loss: 0.0311775 | Time: 7948.29 ms [2022-04-11 13:46:20 main:574] : INFO : Epoch 1776 | loss: 0.0311475 | val_loss: 0.0311708 | Time: 8055.8 ms [2022-04-11 13:46:28 main:574] : INFO : Epoch 1777 | loss: 0.0311465 | val_loss: 0.0311708 | Time: 8000.69 ms [2022-04-11 13:46:36 main:574] : INFO : Epoch 1778 | loss: 0.0311469 | val_loss: 0.0311711 | Time: 8007.03 ms [2022-04-11 13:46:44 main:574] : INFO : Epoch 1779 | loss: 0.0311455 | val_loss: 0.0311715 | Time: 8052.44 ms [2022-04-11 13:46:52 main:574] : INFO : Epoch 1780 | loss: 0.0311461 | val_loss: 0.031171 | Time: 7969.36 ms [2022-04-11 13:47:00 main:574] : INFO : Epoch 1781 | loss: 0.0311457 | val_loss: 0.0311747 | Time: 8011.07 ms [2022-04-11 13:47:08 main:574] : INFO : Epoch 1782 | loss: 0.0311434 | val_loss: 0.0311692 | Time: 7960.37 ms [2022-04-11 13:47:16 main:574] : INFO : Epoch 1783 | loss: 0.0311444 | val_loss: 0.0311728 | Time: 8001.41 ms [2022-04-11 13:47:24 main:574] : INFO : Epoch 1784 | loss: 0.0311429 | val_loss: 0.0311705 | Time: 8178.01 ms [2022-04-11 13:47:33 main:574] : INFO : Epoch 1785 | loss: 0.0311457 | val_loss: 0.0311757 | Time: 8541.28 ms [2022-04-11 13:47:42 main:574] : INFO : Epoch 1786 | loss: 0.0311469 | val_loss: 0.0311715 | Time: 8756.61 ms [2022-04-11 13:47:50 main:574] : INFO : Epoch 1787 | loss: 0.0311464 | val_loss: 0.0311753 | Time: 8016.73 ms [2022-04-11 13:47:58 main:574] : INFO : Epoch 1788 | loss: 0.0311468 | val_loss: 0.0311736 | Time: 8083.34 ms [2022-04-11 13:48:06 main:574] : INFO : Epoch 1789 | loss: 0.031147 | val_loss: 0.0311788 | Time: 8120.8 ms [2022-04-11 13:48:14 main:574] : INFO : Epoch 1790 | loss: 0.0311642 | val_loss: 0.0312012 | Time: 8017.28 ms [2022-04-11 13:48:22 main:574] : INFO : Epoch 1791 | loss: 0.0311915 | val_loss: 0.0311885 | Time: 8166.91 ms [2022-04-11 13:48:31 main:574] : INFO : Epoch 1792 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 8112.49 ms [2022-04-11 13:48:39 main:574] : INFO : Epoch 1793 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 8119.25 ms [2022-04-11 13:48:47 main:574] : INFO : Epoch 1794 | loss: 0.031173 | val_loss: 0.0311847 | Time: 8043.6 ms [2022-04-11 13:48:55 main:574] : INFO : Epoch 1795 | loss: 0.031171 | val_loss: 0.0311772 | Time: 8044.82 ms [2022-04-11 13:49:03 main:574] : INFO : Epoch 1796 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 8058.99 ms [2022-04-11 13:49:11 main:574] : INFO : Epoch 1797 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 8089.51 ms [2022-04-11 13:49:19 main:574] : INFO : Epoch 1798 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 8142.57 ms [2022-04-11 13:49:27 main:574] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 7996.56 ms [2022-04-11 13:49:35 main:574] : INFO : Epoch 1800 | loss: 0.0311677 | val_loss: 0.0311797 | Time: 8010.33 ms [2022-04-11 13:49:43 main:574] : INFO : Epoch 1801 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 7976.56 ms [2022-04-11 13:49:52 main:574] : INFO : Epoch 1802 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 7987.53 ms [2022-04-11 13:50:00 main:574] : INFO : Epoch 1803 | loss: 0.0311629 | val_loss: 0.0311748 | Time: 7992.09 ms [2022-04-11 13:50:08 main:574] : INFO : Epoch 1804 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 8009.51 ms [2022-04-11 13:50:16 main:574] : INFO : Epoch 1805 | loss: 0.0311669 | val_loss: 0.0311757 | Time: 8115.63 ms [2022-04-11 13:50:24 main:574] : INFO : Epoch 1806 | loss: 0.0311637 | val_loss: 0.031172 | Time: 7993.03 ms [2022-04-11 13:50:32 main:574] : INFO : Epoch 1807 | loss: 0.0311618 | val_loss: 0.0311715 | Time: 7995.74 ms [2022-04-11 13:50:40 main:574] : INFO : Epoch 1808 | loss: 0.0311625 | val_loss: 0.0311791 | Time: 7988.62 ms [2022-04-11 13:50:48 main:574] : INFO : Epoch 1809 | loss: 0.0311695 | val_loss: 0.0311761 | Time: 8024.9 ms [2022-04-11 13:50:56 main:574] : INFO : Epoch 1810 | loss: 0.031176 | val_loss: 0.0311742 | Time: 8097.38 ms [2022-04-11 13:51:04 main:574] : INFO : Epoch 1811 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 8061.38 ms [2022-04-11 13:51:12 main:574] : INFO : Epoch 1812 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 8051.53 ms [2022-04-11 13:51:20 main:574] : INFO : Epoch 1813 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 8025.26 ms [2022-04-11 13:51:28 main:574] : INFO : Epoch 1814 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 8005.93 ms [2022-04-11 13:51:36 main:574] : INFO : Epoch 1815 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 7974.87 ms [2022-04-11 13:51:45 main:574] : INFO : Epoch 1816 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 8038.52 ms [2022-04-11 13:51:53 main:574] : INFO : Epoch 1817 | loss: 0.0311658 | val_loss: 0.031173 | Time: 8028.69 ms [2022-04-11 13:52:01 main:574] : INFO : Epoch 1818 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 8008.24 ms [2022-04-11 13:52:09 main:574] : INFO : Epoch 1819 | loss: 0.0311674 | val_loss: 0.031174 | Time: 7990.89 ms [2022-04-11 13:52:17 main:574] : INFO : Epoch 1820 | loss: 0.0311639 | val_loss: 0.0311716 | Time: 7998.41 ms [2022-04-11 13:52:25 main:574] : INFO : Epoch 1821 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 7964.36 ms [2022-04-11 13:52:33 main:574] : INFO : Epoch 1822 | loss: 0.0311689 | val_loss: 0.031171 | Time: 8042.19 ms [2022-04-11 13:52:41 main:574] : INFO : Epoch 1823 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 7960.2 ms [2022-04-11 13:52:49 main:574] : INFO : Epoch 1824 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 7959.3 ms [2022-04-11 13:52:57 main:574] : INFO : Epoch 1825 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 7980.56 ms [2022-04-11 13:53:05 main:574] : INFO : Epoch 1826 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 7997.62 ms [2022-04-11 13:53:13 main:574] : INFO : Epoch 1827 | loss: 0.031164 | val_loss: 0.0311733 | Time: 8102.84 ms [2022-04-11 13:53:21 main:574] : INFO : Epoch 1828 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 7988.29 ms [2022-04-11 13:53:29 main:574] : INFO : Epoch 1829 | loss: 0.0311635 | val_loss: 0.031171 | Time: 8118.7 ms [2022-04-11 13:53:37 main:574] : INFO : Epoch 1830 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 8018.2 ms [2022-04-11 13:53:45 main:574] : INFO : Epoch 1831 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 7314.09 ms [2022-04-11 13:53:51 main:574] : INFO : Epoch 1832 | loss: 0.0311604 | val_loss: 0.0311716 | Time: 6444.31 ms [2022-04-11 13:53:58 main:574] : INFO : Epoch 1833 | loss: 0.0311593 | val_loss: 0.0311711 | Time: 6562.61 ms [2022-04-11 13:54:04 main:574] : INFO : Epoch 1834 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 6694.82 ms [2022-04-11 13:54:11 main:574] : INFO : Epoch 1835 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 6557.19 ms [2022-04-11 13:54:18 main:574] : INFO : Epoch 1836 | loss: 0.031158 | val_loss: 0.0311691 | Time: 6429.63 ms [2022-04-11 13:54:24 main:574] : INFO : Epoch 1837 | loss: 0.0311567 | val_loss: 0.0311712 | Time: 6539.7 ms [2022-04-11 13:54:32 main:574] : INFO : Epoch 1838 | loss: 0.0311565 | val_loss: 0.031174 | Time: 7788.64 ms [2022-04-11 13:54:40 main:574] : INFO : Epoch 1839 | loss: 0.0311573 | val_loss: 0.031175 | Time: 8074.51 ms [2022-04-11 13:54:48 main:574] : INFO : Epoch 1840 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 8073.07 ms [2022-04-11 13:54:56 main:574] : INFO : Epoch 1841 | loss: 0.0311559 | val_loss: 0.0311708 | Time: 7965.14 ms [2022-04-11 13:55:04 main:574] : INFO : Epoch 1842 | loss: 0.0311558 | val_loss: 0.0311707 | Time: 8169.78 ms [2022-04-11 13:55:11 main:574] : INFO : Epoch 1843 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 6934.27 ms [2022-04-11 13:55:18 main:574] : INFO : Epoch 1844 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 6564.09 ms [2022-04-11 13:55:25 main:574] : INFO : Epoch 1845 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 7384.7 ms [2022-04-11 13:55:34 main:574] : INFO : Epoch 1846 | loss: 0.0311549 | val_loss: 0.03118 | Time: 8084.58 ms [2022-04-11 13:55:42 main:574] : INFO : Epoch 1847 | loss: 0.0311555 | val_loss: 0.0311722 | Time: 8036.01 ms [2022-04-11 13:55:50 main:574] : INFO : Epoch 1848 | loss: 0.0311528 | val_loss: 0.0311689 | Time: 8124.39 ms [2022-04-11 13:55:58 main:574] : INFO : Epoch 1849 | loss: 0.0311528 | val_loss: 0.0311724 | Time: 7866.33 ms [2022-04-11 13:56:04 main:574] : INFO : Epoch 1850 | loss: 0.0311528 | val_loss: 0.0311723 | Time: 6548.21 ms [2022-04-11 13:56:11 main:574] : INFO : Epoch 1851 | loss: 0.0311532 | val_loss: 0.0311733 | Time: 6468.34 ms [2022-04-11 13:56:17 main:574] : INFO : Epoch 1852 | loss: 0.031157 | val_loss: 0.0311721 | Time: 6476.86 ms [2022-04-11 13:56:25 main:574] : INFO : Epoch 1853 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 7277.52 ms [2022-04-11 13:56:33 main:574] : INFO : Epoch 1854 | loss: 0.0311602 | val_loss: 0.0311757 | Time: 8001.31 ms [2022-04-11 13:56:41 main:574] : INFO : Epoch 1855 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 8014.67 ms [2022-04-11 13:56:49 main:574] : INFO : Epoch 1856 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 8286.04 ms [2022-04-11 13:56:57 main:574] : INFO : Epoch 1857 | loss: 0.0311541 | val_loss: 0.0311708 | Time: 8139.7 ms [2022-04-11 13:57:05 main:574] : INFO : Epoch 1858 | loss: 0.031152 | val_loss: 0.0311703 | Time: 7956.02 ms [2022-04-11 13:57:12 main:574] : INFO : Epoch 1859 | loss: 0.0311535 | val_loss: 0.0311724 | Time: 6386.13 ms [2022-04-11 13:57:18 main:574] : INFO : Epoch 1860 | loss: 0.0311519 | val_loss: 0.0311781 | Time: 6468.24 ms [2022-04-11 13:57:25 main:574] : INFO : Epoch 1861 | loss: 0.0311543 | val_loss: 0.0311731 | Time: 7098.33 ms [2022-04-11 13:57:32 main:574] : INFO : Epoch 1862 | loss: 0.031151 | val_loss: 0.0311736 | Time: 6490.37 ms [2022-04-11 13:57:39 main:574] : INFO : Epoch 1863 | loss: 0.0311499 | val_loss: 0.0311713 | Time: 6668.7 ms [2022-04-11 13:57:45 main:574] : INFO : Epoch 1864 | loss: 0.0311514 | val_loss: 0.0311735 | Time: 6664.12 ms [2022-04-11 13:57:52 main:574] : INFO : Epoch 1865 | loss: 0.0311538 | val_loss: 0.0311745 | Time: 6585.21 ms [2022-04-11 13:57:59 main:574] : INFO : Epoch 1866 | loss: 0.0311526 | val_loss: 0.0311775 | Time: 6930.75 ms [2022-04-11 13:58:07 main:574] : INFO : Epoch 1867 | loss: 0.0311539 | val_loss: 0.0311751 | Time: 8200.44 ms [2022-04-11 13:58:14 main:574] : INFO : Epoch 1868 | loss: 0.0311506 | val_loss: 0.0311745 | Time: 6450.67 ms [2022-04-11 13:58:20 main:574] : INFO : Epoch 1869 | loss: 0.0311512 | val_loss: 0.0311752 | Time: 6506.6 ms [2022-04-11 13:58:27 main:574] : INFO : Epoch 1870 | loss: 0.0311512 | val_loss: 0.0311713 | Time: 6474.93 ms [2022-04-11 13:58:34 main:574] : INFO : Epoch 1871 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 6629.18 ms [2022-04-11 13:58:40 main:574] : INFO : Epoch 1872 | loss: 0.0311586 | val_loss: 0.0311702 | Time: 6800.02 ms [2022-04-11 13:58:48 main:574] : INFO : Epoch 1873 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 7638.65 ms [2022-04-11 13:58:55 main:574] : INFO : Epoch 1874 | loss: 0.0311507 | val_loss: 0.0311702 | Time: 6643.48 ms [2022-04-11 13:59:02 main:574] : INFO : Epoch 1875 | loss: 0.031151 | val_loss: 0.0311729 | Time: 6709.93 ms [2022-04-11 13:59:08 main:574] : INFO : Epoch 1876 | loss: 0.0311515 | val_loss: 0.0311777 | Time: 6718.76 ms [2022-04-11 13:59:15 main:574] : INFO : Epoch 1877 | loss: 0.0311572 | val_loss: 0.0311723 | Time: 6647.37 ms [2022-04-11 13:59:22 main:574] : INFO : Epoch 1878 | loss: 0.0311539 | val_loss: 0.031171 | Time: 6660.78 ms [2022-04-11 13:59:28 main:574] : INFO : Epoch 1879 | loss: 0.0311572 | val_loss: 0.0311728 | Time: 6540.47 ms [2022-04-11 13:59:35 main:574] : INFO : Epoch 1880 | loss: 0.0311539 | val_loss: 0.0311689 | Time: 6371.09 ms [2022-04-11 13:59:41 main:574] : INFO : Epoch 1881 | loss: 0.0311533 | val_loss: 0.0311708 | Time: 6581.78 ms [2022-04-11 13:59:49 main:574] : INFO : Epoch 1882 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 7544.97 ms [2022-04-11 13:59:55 main:574] : INFO : Epoch 1883 | loss: 0.0311548 | val_loss: 0.031169 | Time: 6424.48 ms [2022-04-11 14:00:02 main:574] : INFO : Epoch 1884 | loss: 0.0311546 | val_loss: 0.0311702 | Time: 6466.4 ms [2022-04-11 14:00:09 main:574] : INFO : Epoch 1885 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 6751.56 ms [2022-04-11 14:00:15 main:574] : INFO : Epoch 1886 | loss: 0.0311548 | val_loss: 0.0311706 | Time: 6597.97 ms [2022-04-11 14:00:23 main:574] : INFO : Epoch 1887 | loss: 0.0311533 | val_loss: 0.0311701 | Time: 7665.51 ms [2022-04-11 14:00:30 main:574] : INFO : Epoch 1888 | loss: 0.0311513 | val_loss: 0.0311684 | Time: 6589.4 ms [2022-04-11 14:00:36 main:574] : INFO : Epoch 1889 | loss: 0.0311512 | val_loss: 0.0311712 | Time: 6409.99 ms [2022-04-11 14:00:44 main:574] : INFO : Epoch 1890 | loss: 0.0311506 | val_loss: 0.0311699 | Time: 7306.94 ms [2022-04-11 14:00:51 main:574] : INFO : Epoch 1891 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 7485.12 ms [2022-04-11 14:00:58 main:574] : INFO : Epoch 1892 | loss: 0.031153 | val_loss: 0.0311695 | Time: 6597.38 ms [2022-04-11 14:01:04 main:574] : INFO : Epoch 1893 | loss: 0.0311545 | val_loss: 0.0311707 | Time: 6660.77 ms [2022-04-11 14:01:11 main:574] : INFO : Epoch 1894 | loss: 0.0311515 | val_loss: 0.0311704 | Time: 6789.99 ms [2022-04-11 14:01:18 main:574] : INFO : Epoch 1895 | loss: 0.0311502 | val_loss: 0.0311714 | Time: 6701.43 ms [2022-04-11 14:01:25 main:574] : INFO : Epoch 1896 | loss: 0.031149 | val_loss: 0.0311705 | Time: 6895.28 ms [2022-04-11 14:01:32 main:574] : INFO : Epoch 1897 | loss: 0.031148 | val_loss: 0.0311723 | Time: 6550.56 ms [2022-04-11 14:01:38 main:574] : INFO : Epoch 1898 | loss: 0.0311519 | val_loss: 0.0311697 | Time: 6378.6 ms [2022-04-11 14:01:45 main:574] : INFO : Epoch 1899 | loss: 0.0311546 | val_loss: 0.0311689 | Time: 6683.41 ms [2022-04-11 14:01:51 main:574] : INFO : Epoch 1900 | loss: 0.0311606 | val_loss: 0.0311752 | Time: 6505.37 ms [2022-04-11 14:01:58 main:574] : INFO : Epoch 1901 | loss: 0.0311621 | val_loss: 0.0311734 | Time: 7143.79 ms [2022-04-11 14:02:05 main:574] : INFO : Epoch 1902 | loss: 0.0311613 | val_loss: 0.0311783 | Time: 6913.21 ms [2022-04-11 14:02:12 main:574] : INFO : Epoch 1903 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 6443.57 ms [2022-04-11 14:02:18 main:574] : INFO : Epoch 1904 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 6411.76 ms [2022-04-11 14:02:25 main:574] : INFO : Epoch 1905 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 6535.86 ms [2022-04-11 14:02:32 main:574] : INFO : Epoch 1906 | loss: 0.0311621 | val_loss: 0.0311755 | Time: 6869.04 ms [2022-04-11 14:02:38 main:574] : INFO : Epoch 1907 | loss: 0.0311643 | val_loss: 0.0311731 | Time: 6472.15 ms [2022-04-11 14:02:45 main:574] : INFO : Epoch 1908 | loss: 0.0311608 | val_loss: 0.0311712 | Time: 6479.93 ms [2022-04-11 14:02:51 main:574] : INFO : Epoch 1909 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 6321.49 ms [2022-04-11 14:02:58 main:574] : INFO : Epoch 1910 | loss: 0.0311567 | val_loss: 0.0311657 | Time: 6319.8 ms [2022-04-11 14:03:04 main:574] : INFO : Epoch 1911 | loss: 0.0311564 | val_loss: 0.0311675 | Time: 6285.42 ms [2022-04-11 14:03:10 main:574] : INFO : Epoch 1912 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 6353.52 ms [2022-04-11 14:03:17 main:574] : INFO : Epoch 1913 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 6635.32 ms [2022-04-11 14:03:23 main:574] : INFO : Epoch 1914 | loss: 0.0311608 | val_loss: 0.0311706 | Time: 6419.34 ms [2022-04-11 14:03:30 main:574] : INFO : Epoch 1915 | loss: 0.0311567 | val_loss: 0.0311704 | Time: 6502.06 ms [2022-04-11 14:03:36 main:574] : INFO : Epoch 1916 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 6341.4 ms [2022-04-11 14:03:43 main:574] : INFO : Epoch 1917 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 6578.76 ms [2022-04-11 14:03:50 main:574] : INFO : Epoch 1918 | loss: 0.031158 | val_loss: 0.0311712 | Time: 6429.25 ms [2022-04-11 14:03:56 main:574] : INFO : Epoch 1919 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 6398.99 ms [2022-04-11 14:04:03 main:574] : INFO : Epoch 1920 | loss: 0.031159 | val_loss: 0.0311719 | Time: 6618.86 ms [2022-04-11 14:04:09 main:574] : INFO : Epoch 1921 | loss: 0.0311591 | val_loss: 0.031172 | Time: 6331.14 ms [2022-04-11 14:04:15 main:574] : INFO : Epoch 1922 | loss: 0.0311595 | val_loss: 0.0311753 | Time: 6448.17 ms [2022-04-11 14:04:22 main:574] : INFO : Epoch 1923 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 6287.65 ms [2022-04-11 14:04:28 main:574] : INFO : Epoch 1924 | loss: 0.0311622 | val_loss: 0.03117 | Time: 6312.73 ms [2022-04-11 14:04:35 main:574] : INFO : Epoch 1925 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 6426.57 ms [2022-04-11 14:04:41 main:574] : INFO : Epoch 1926 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 6351.77 ms [2022-04-11 14:04:47 main:574] : INFO : Epoch 1927 | loss: 0.0311594 | val_loss: 0.031168 | Time: 6268.11 ms [2022-04-11 14:04:54 main:574] : INFO : Epoch 1928 | loss: 0.031158 | val_loss: 0.0311684 | Time: 6505.8 ms [2022-04-11 14:05:00 main:574] : INFO : Epoch 1929 | loss: 0.0311582 | val_loss: 0.0311727 | Time: 6542.01 ms [2022-04-11 14:05:07 main:574] : INFO : Epoch 1930 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 6367 ms [2022-04-11 14:05:13 main:574] : INFO : Epoch 1931 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 6456.9 ms [2022-04-11 14:05:20 main:574] : INFO : Epoch 1932 | loss: 0.0311552 | val_loss: 0.0311689 | Time: 6398.35 ms [2022-04-11 14:05:27 main:574] : INFO : Epoch 1933 | loss: 0.0311558 | val_loss: 0.0311686 | Time: 6658.39 ms [2022-04-11 14:05:33 main:574] : INFO : Epoch 1934 | loss: 0.0311547 | val_loss: 0.0311688 | Time: 6287.52 ms [2022-04-11 14:05:39 main:574] : INFO : Epoch 1935 | loss: 0.0311555 | val_loss: 0.0311667 | Time: 6389.18 ms [2022-04-11 14:05:46 main:574] : INFO : Epoch 1936 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 6360.7 ms [2022-04-11 14:05:52 main:574] : INFO : Epoch 1937 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 6348.69 ms [2022-04-11 14:05:58 main:574] : INFO : Epoch 1938 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 6307.44 ms [2022-04-11 14:06:05 main:574] : INFO : Epoch 1939 | loss: 0.0311579 | val_loss: 0.0311706 | Time: 6297.84 ms [2022-04-11 14:06:11 main:574] : INFO : Epoch 1940 | loss: 0.0311588 | val_loss: 0.0311743 | Time: 6458.29 ms [2022-04-11 14:06:18 main:574] : INFO : Epoch 1941 | loss: 0.0311573 | val_loss: 0.0311689 | Time: 6390.8 ms [2022-04-11 14:06:24 main:574] : INFO : Epoch 1942 | loss: 0.0311551 | val_loss: 0.0311752 | Time: 6455.58 ms [2022-04-11 14:06:31 main:574] : INFO : Epoch 1943 | loss: 0.031158 | val_loss: 0.0311712 | Time: 6447.38 ms [2022-04-11 14:06:37 main:574] : INFO : Epoch 1944 | loss: 0.0311569 | val_loss: 0.0311737 | Time: 6420.06 ms [2022-04-11 14:06:44 main:574] : INFO : Epoch 1945 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 6400.99 ms [2022-04-11 14:06:50 main:574] : INFO : Epoch 1946 | loss: 0.0311535 | val_loss: 0.0311713 | Time: 6445.53 ms [2022-04-11 14:06:57 main:574] : INFO : Epoch 1947 | loss: 0.031154 | val_loss: 0.0311678 | Time: 6372.31 ms [2022-04-11 14:07:03 main:574] : INFO : Epoch 1948 | loss: 0.0311589 | val_loss: 0.031169 | Time: 6301.55 ms [2022-04-11 14:07:10 main:574] : INFO : Epoch 1949 | loss: 0.0311578 | val_loss: 0.0311695 | Time: 6577.25 ms [2022-04-11 14:07:16 main:574] : INFO : Epoch 1950 | loss: 0.031156 | val_loss: 0.0311674 | Time: 6563.23 ms [2022-04-11 14:07:23 main:574] : INFO : Epoch 1951 | loss: 0.0311546 | val_loss: 0.0311693 | Time: 6486.61 ms [2022-04-11 14:07:29 main:574] : INFO : Epoch 1952 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 6414.58 ms [2022-04-11 14:07:36 main:574] : INFO : Epoch 1953 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 6341.81 ms [2022-04-11 14:07:42 main:574] : INFO : Epoch 1954 | loss: 0.031156 | val_loss: 0.0311686 | Time: 6330.09 ms [2022-04-11 14:07:48 main:574] : INFO : Epoch 1955 | loss: 0.0311572 | val_loss: 0.0311714 | Time: 6425.37 ms [2022-04-11 14:07:55 main:574] : INFO : Epoch 1956 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 6405.57 ms [2022-04-11 14:08:01 main:574] : INFO : Epoch 1957 | loss: 0.0311706 | val_loss: 0.0311975 | Time: 6307.21 ms [2022-04-11 14:08:08 main:574] : INFO : Epoch 1958 | loss: 0.03117 | val_loss: 0.0311786 | Time: 6355.04 ms [2022-04-11 14:08:14 main:574] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.0311712 | Time: 6260.88 ms [2022-04-11 14:08:20 main:574] : INFO : Epoch 1960 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 6313.74 ms [2022-04-11 14:08:27 main:574] : INFO : Epoch 1961 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 6334.73 ms [2022-04-11 14:08:33 main:574] : INFO : Epoch 1962 | loss: 0.0311601 | val_loss: 0.0311702 | Time: 6387.25 ms [2022-04-11 14:08:39 main:574] : INFO : Epoch 1963 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 6316.01 ms [2022-04-11 14:08:46 main:574] : INFO : Epoch 1964 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 6307.52 ms [2022-04-11 14:08:52 main:574] : INFO : Epoch 1965 | loss: 0.0311562 | val_loss: 0.0311698 | Time: 6330.67 ms [2022-04-11 14:08:59 main:574] : INFO : Epoch 1966 | loss: 0.0311558 | val_loss: 0.0311731 | Time: 6368.17 ms [2022-04-11 14:09:05 main:574] : INFO : Epoch 1967 | loss: 0.0311549 | val_loss: 0.0311686 | Time: 6258.99 ms [2022-04-11 14:09:11 main:574] : INFO : Epoch 1968 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 6339.77 ms [2022-04-11 14:09:18 main:574] : INFO : Epoch 1969 | loss: 0.0311542 | val_loss: 0.0311681 | Time: 6287.15 ms [2022-04-11 14:09:24 main:574] : INFO : Epoch 1970 | loss: 0.0311553 | val_loss: 0.0311707 | Time: 6303.88 ms [2022-04-11 14:09:30 main:574] : INFO : Epoch 1971 | loss: 0.0311537 | val_loss: 0.0311674 | Time: 6336.58 ms [2022-04-11 14:09:37 main:574] : INFO : Epoch 1972 | loss: 0.0311531 | val_loss: 0.0311702 | Time: 6327.15 ms [2022-04-11 14:09:43 main:574] : INFO : Epoch 1973 | loss: 0.0311525 | val_loss: 0.0311698 | Time: 6332.16 ms [2022-04-11 14:09:50 main:574] : INFO : Epoch 1974 | loss: 0.0311527 | val_loss: 0.0311687 | Time: 6316.03 ms [2022-04-11 14:09:56 main:574] : INFO : Epoch 1975 | loss: 0.0311525 | val_loss: 0.0311673 | Time: 6331.27 ms [2022-04-11 14:10:02 main:574] : INFO : Epoch 1976 | loss: 0.0311505 | val_loss: 0.0311684 | Time: 6481.98 ms [2022-04-11 14:10:09 main:574] : INFO : Epoch 1977 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 6353.89 ms [2022-04-11 14:10:15 main:574] : INFO : Epoch 1978 | loss: 0.0311496 | val_loss: 0.0311705 | Time: 6360.4 ms [2022-04-11 14:10:22 main:574] : INFO : Epoch 1979 | loss: 0.0311486 | val_loss: 0.0311663 | Time: 6358.86 ms [2022-04-11 14:10:28 main:574] : INFO : Epoch 1980 | loss: 0.03115 | val_loss: 0.0311689 | Time: 6296.53 ms [2022-04-11 14:10:34 main:574] : INFO : Epoch 1981 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 6331.03 ms [2022-04-11 14:10:41 main:574] : INFO : Epoch 1982 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 6334.41 ms [2022-04-11 14:10:47 main:574] : INFO : Epoch 1983 | loss: 0.0311503 | val_loss: 0.0311685 | Time: 6381.88 ms [2022-04-11 14:10:54 main:574] : INFO : Epoch 1984 | loss: 0.0311487 | val_loss: 0.0311675 | Time: 6296.08 ms [2022-04-11 14:11:00 main:574] : INFO : Epoch 1985 | loss: 0.0311483 | val_loss: 0.0311686 | Time: 6332.15 ms [2022-04-11 14:11:06 main:574] : INFO : Epoch 1986 | loss: 0.0311522 | val_loss: 0.0311758 | Time: 6302.68 ms [2022-04-11 14:11:13 main:574] : INFO : Epoch 1987 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 6335.17 ms [2022-04-11 14:11:19 main:574] : INFO : Epoch 1988 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 6292.28 ms [2022-04-11 14:11:26 main:574] : INFO : Epoch 1989 | loss: 0.0311523 | val_loss: 0.0311703 | Time: 6316.36 ms [2022-04-11 14:11:32 main:574] : INFO : Epoch 1990 | loss: 0.0311517 | val_loss: 0.0311687 | Time: 6310.25 ms [2022-04-11 14:11:38 main:574] : INFO : Epoch 1991 | loss: 0.0311503 | val_loss: 0.0311679 | Time: 6284.88 ms [2022-04-11 14:11:45 main:574] : INFO : Epoch 1992 | loss: 0.0311535 | val_loss: 0.031167 | Time: 6306.12 ms [2022-04-11 14:11:51 main:574] : INFO : Epoch 1993 | loss: 0.0311529 | val_loss: 0.0311684 | Time: 6266 ms [2022-04-11 14:11:57 main:574] : INFO : Epoch 1994 | loss: 0.0311509 | val_loss: 0.0311712 | Time: 6378.39 ms [2022-04-11 14:12:04 main:574] : INFO : Epoch 1995 | loss: 0.0311524 | val_loss: 0.0311685 | Time: 6386.51 ms [2022-04-11 14:12:10 main:574] : INFO : Epoch 1996 | loss: 0.0311519 | val_loss: 0.03117 | Time: 6376.8 ms [2022-04-11 14:12:17 main:574] : INFO : Epoch 1997 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 6336.16 ms [2022-04-11 14:12:23 main:574] : INFO : Epoch 1998 | loss: 0.0311512 | val_loss: 0.0311747 | Time: 6487.5 ms [2022-04-11 14:12:30 main:574] : INFO : Epoch 1999 | loss: 0.0311519 | val_loss: 0.031172 | Time: 6342.8 ms [2022-04-11 14:12:36 main:574] : INFO : Epoch 2000 | loss: 0.0311507 | val_loss: 0.0311694 | Time: 6371.46 ms [2022-04-11 14:12:43 main:574] : INFO : Epoch 2001 | loss: 0.0311534 | val_loss: 0.0311706 | Time: 6569.71 ms [2022-04-11 14:12:49 main:574] : INFO : Epoch 2002 | loss: 0.0311502 | val_loss: 0.0311693 | Time: 6403.3 ms [2022-04-11 14:12:56 main:574] : INFO : Epoch 2003 | loss: 0.031151 | val_loss: 0.0311709 | Time: 6380.09 ms [2022-04-11 14:13:02 main:574] : INFO : Epoch 2004 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 6288.31 ms [2022-04-11 14:13:08 main:574] : INFO : Epoch 2005 | loss: 0.0311592 | val_loss: 0.0311714 | Time: 6350.36 ms [2022-04-11 14:13:15 main:574] : INFO : Epoch 2006 | loss: 0.0311604 | val_loss: 0.0311706 | Time: 6444.91 ms [2022-04-11 14:13:21 main:574] : INFO : Epoch 2007 | loss: 0.0311607 | val_loss: 0.0311696 | Time: 6368.85 ms [2022-04-11 14:13:28 main:574] : INFO : Epoch 2008 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 6353.65 ms [2022-04-11 14:13:34 main:574] : INFO : Epoch 2009 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 6453.29 ms [2022-04-11 14:13:41 main:574] : INFO : Epoch 2010 | loss: 0.0311559 | val_loss: 0.0311672 | Time: 6440.6 ms [2022-04-11 14:13:47 main:574] : INFO : Epoch 2011 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 6497.55 ms [2022-04-11 14:13:53 main:574] : INFO : Epoch 2012 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 6242.8 ms [2022-04-11 14:14:00 main:574] : INFO : Epoch 2013 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 6552.4 ms [2022-04-11 14:14:07 main:574] : INFO : Epoch 2014 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 6632.49 ms [2022-04-11 14:14:13 main:574] : INFO : Epoch 2015 | loss: 0.0311583 | val_loss: 0.031167 | Time: 6469.42 ms [2022-04-11 14:14:20 main:574] : INFO : Epoch 2016 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 6449.12 ms [2022-04-11 14:14:26 main:574] : INFO : Epoch 2017 | loss: 0.0311565 | val_loss: 0.0311644 | Time: 6434.31 ms [2022-04-11 14:14:33 main:574] : INFO : Epoch 2018 | loss: 0.0311551 | val_loss: 0.0311695 | Time: 6447.12 ms [2022-04-11 14:14:39 main:574] : INFO : Epoch 2019 | loss: 0.0311549 | val_loss: 0.0311697 | Time: 6421.38 ms [2022-04-11 14:14:46 main:574] : INFO : Epoch 2020 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 6310.72 ms [2022-04-11 14:14:52 main:574] : INFO : Epoch 2021 | loss: 0.0311547 | val_loss: 0.0311647 | Time: 6389.23 ms [2022-04-11 14:14:58 main:574] : INFO : Epoch 2022 | loss: 0.0311545 | val_loss: 0.0311683 | Time: 6345.07 ms [2022-04-11 14:15:05 main:574] : INFO : Epoch 2023 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 6502.16 ms [2022-04-11 14:15:11 main:574] : INFO : Epoch 2024 | loss: 0.0311555 | val_loss: 0.0311693 | Time: 6415.82 ms [2022-04-11 14:15:18 main:574] : INFO : Epoch 2025 | loss: 0.0311553 | val_loss: 0.0311682 | Time: 6407.36 ms [2022-04-11 14:15:24 main:574] : INFO : Epoch 2026 | loss: 0.0311546 | val_loss: 0.0311675 | Time: 6416.68 ms [2022-04-11 14:15:31 main:574] : INFO : Epoch 2027 | loss: 0.0311541 | val_loss: 0.0311667 | Time: 6284.52 ms [2022-04-11 14:15:37 main:574] : INFO : Epoch 2028 | loss: 0.0311537 | val_loss: 0.031169 | Time: 6309.27 ms [2022-04-11 14:15:43 main:574] : INFO : Epoch 2029 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 6248.9 ms [2022-04-11 14:15:50 main:574] : INFO : Epoch 2030 | loss: 0.0311521 | val_loss: 0.0311719 | Time: 6358.76 ms [2022-04-11 14:15:56 main:574] : INFO : Epoch 2031 | loss: 0.0311538 | val_loss: 0.0311733 | Time: 6544.32 ms [2022-04-11 14:16:03 main:574] : INFO : Epoch 2032 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 6697.72 ms [2022-04-11 14:16:10 main:574] : INFO : Epoch 2033 | loss: 0.0311512 | val_loss: 0.0311689 | Time: 6349.33 ms [2022-04-11 14:16:16 main:574] : INFO : Epoch 2034 | loss: 0.0311565 | val_loss: 0.0311683 | Time: 6440.24 ms [2022-04-11 14:16:22 main:574] : INFO : Epoch 2035 | loss: 0.0311537 | val_loss: 0.031173 | Time: 6338.37 ms [2022-04-11 14:16:29 main:574] : INFO : Epoch 2036 | loss: 0.0311539 | val_loss: 0.0311653 | Time: 6383.17 ms [2022-04-11 14:16:35 main:574] : INFO : Epoch 2037 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 6463.05 ms [2022-04-11 14:16:42 main:574] : INFO : Epoch 2038 | loss: 0.0311562 | val_loss: 0.031168 | Time: 6405.71 ms [2022-04-11 14:16:48 main:574] : INFO : Epoch 2039 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 6374 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX130) [2022-04-11 15:25:45 main:435] : INFO : Set logging level to 1 [2022-04-11 15:25:45 main:441] : INFO : Running in BOINC Client mode [2022-04-11 15:25:45 main:444] : INFO : Resolving all filenames [2022-04-11 15:25:45 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-11 15:25:45 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-11 15:25:45 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-11 15:25:45 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-11 15:25:45 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-11 15:25:45 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-11 15:25:45 main:474] : INFO : Configuration: [2022-04-11 15:25:45 main:475] : INFO : Model type: GRU [2022-04-11 15:25:45 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-11 15:25:45 main:477] : INFO : Max Epochs: 2048 [2022-04-11 15:25:45 main:478] : INFO : Batch Size: 128 [2022-04-11 15:25:45 main:479] : INFO : Learning Rate: 0.01 [2022-04-11 15:25:45 main:480] : INFO : Patience: 10 [2022-04-11 15:25:45 main:481] : INFO : Hidden Width: 12 [2022-04-11 15:25:45 main:482] : INFO : # Recurrent Layers: 4 [2022-04-11 15:25:45 main:483] : INFO : # Backend Layers: 4 [2022-04-11 15:25:45 main:484] : INFO : # Threads: 1 [2022-04-11 15:25:45 main:486] : INFO : Preparing Dataset [2022-04-11 15:25:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-11 15:25:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-11 15:25:53 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-11 15:25:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-11 15:25:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-11 15:25:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-11 15:25:54 main:494] : INFO : Creating Model [2022-04-11 15:25:54 main:507] : INFO : Preparing config file [2022-04-11 15:25:54 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-11 15:25:54 main:512] : INFO : Loading config [2022-04-11 15:25:54 main:514] : INFO : Loading state [2022-04-11 15:25:57 main:559] : INFO : Loading DataLoader into Memory [2022-04-11 15:25:57 main:562] : INFO : Starting Training [2022-04-11 15:26:05 main:574] : INFO : Epoch 2039 | loss: 0.0311878 | val_loss: 0.031176 | Time: 7888.24 ms [2022-04-11 15:26:11 main:574] : INFO : Epoch 2040 | loss: 0.0311587 | val_loss: 0.0311709 | Time: 6197.67 ms [2022-04-11 15:26:17 main:574] : INFO : Epoch 2041 | loss: 0.0311552 | val_loss: 0.0311703 | Time: 6203.19 ms [2022-04-11 15:26:24 main:574] : INFO : Epoch 2042 | loss: 0.0311535 | val_loss: 0.0311725 | Time: 6237.08 ms [2022-04-11 15:26:30 main:574] : INFO : Epoch 2043 | loss: 0.0311529 | val_loss: 0.0311726 | Time: 6212.23 ms [2022-04-11 15:26:36 main:574] : INFO : Epoch 2044 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 6185.89 ms [2022-04-11 15:26:42 main:574] : INFO : Epoch 2045 | loss: 0.0311526 | val_loss: 0.0311717 | Time: 6239.25 ms [2022-04-11 15:26:49 main:574] : INFO : Epoch 2046 | loss: 0.0311517 | val_loss: 0.031179 | Time: 6187.12 ms [2022-04-11 15:26:55 main:574] : INFO : Epoch 2047 | loss: 0.0311528 | val_loss: 0.0311734 | Time: 6477.28 ms [2022-04-11 15:27:01 main:574] : INFO : Epoch 2048 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 6246.5 ms [2022-04-11 15:27:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311706 [2022-04-11 15:27:02 main:603] : INFO : Saving end state to config to file [2022-04-11 15:27:02 main:608] : INFO : Success, exiting.. 15:27:02 (1480): 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)