Task 14624000
| Name | ParityModified-1647040330-7424-3-0_1 |
| Workunit | 11574669 |
| Created | 18 Apr 2022, 15:37:00 UTC |
| Sent | 18 Apr 2022, 15:40:49 UTC |
| Report deadline | 26 Apr 2022, 15:40:49 UTC |
| Received | 25 Apr 2022, 9:16:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 3 hours 36 min 53 sec |
| CPU time | 2 hours 27 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04-25 10:23:03 main:574] : INFO : Epoch 1542 | loss: 0.0311537 | val_loss: 0.0311737 | Time: 6167.14 ms [2022-04-25 10:23:09 main:574] : INFO : Epoch 1543 | loss: 0.031155 | val_loss: 0.0311744 | Time: 5968.49 ms [2022-04-25 10:23:15 main:574] : INFO : Epoch 1544 | loss: 0.0311524 | val_loss: 0.0311776 | Time: 6042.56 ms [2022-04-25 10:23:21 main:574] : INFO : Epoch 1545 | loss: 0.0311533 | val_loss: 0.0311739 | Time: 6119.64 ms [2022-04-25 10:23:26 main:574] : INFO : Epoch 1546 | loss: 0.0311667 | val_loss: 0.031177 | Time: 4461.54 ms [2022-04-25 10:23:34 main:574] : INFO : Epoch 1547 | loss: 0.031167 | val_loss: 0.0311746 | Time: 5981.73 ms [2022-04-25 10:23:40 main:574] : INFO : Epoch 1548 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 6079.72 ms [2022-04-25 10:23:46 main:574] : INFO : Epoch 1549 | loss: 0.0311639 | val_loss: 0.0311745 | Time: 5986.03 ms [2022-04-25 10:23:53 main:574] : INFO : Epoch 1550 | loss: 0.0311614 | val_loss: 0.0311759 | Time: 6035.46 ms [2022-04-25 10:23:59 main:574] : INFO : Epoch 1551 | loss: 0.03116 | val_loss: 0.0311759 | Time: 6168.69 ms [2022-04-25 10:24:05 main:574] : INFO : Epoch 1552 | loss: 0.0311615 | val_loss: 0.0311805 | Time: 5945.85 ms [2022-04-25 10:24:11 main:574] : INFO : Epoch 1553 | loss: 0.0311594 | val_loss: 0.0311801 | Time: 5985.1 ms [2022-04-25 10:24:17 main:574] : INFO : Epoch 1554 | loss: 0.031158 | val_loss: 0.031176 | Time: 5976.67 ms [2022-04-25 10:24:24 main:574] : INFO : Epoch 1555 | loss: 0.0311573 | val_loss: 0.0311751 | Time: 6033.42 ms [2022-04-25 10:24:30 main:574] : INFO : Epoch 1556 | loss: 0.0311559 | val_loss: 0.0311782 | Time: 5879.29 ms [2022-04-25 10:24:36 main:574] : INFO : Epoch 1557 | loss: 0.0311575 | val_loss: 0.0311788 | Time: 6078.36 ms [2022-04-25 10:24:42 main:574] : INFO : Epoch 1558 | loss: 0.0311643 | val_loss: 0.031177 | Time: 6096.36 ms [2022-04-25 10:24:48 main:574] : INFO : Epoch 1559 | loss: 0.0311614 | val_loss: 0.0311765 | Time: 5941.83 ms [2022-04-25 10:24:55 main:574] : INFO : Epoch 1560 | loss: 0.031159 | val_loss: 0.0311776 | Time: 6087.62 ms [2022-04-25 10:25:01 main:574] : INFO : Epoch 1561 | loss: 0.0311579 | val_loss: 0.031177 | Time: 6073.4 ms [2022-04-25 10:25:07 main:574] : INFO : Epoch 1562 | loss: 0.0311573 | val_loss: 0.0311804 | Time: 6157.73 ms [2022-04-25 10:25:13 main:574] : INFO : Epoch 1563 | loss: 0.0311567 | val_loss: 0.0311814 | Time: 5938.27 ms [2022-04-25 10:25:21 main:574] : INFO : Epoch 1564 | loss: 0.031156 | val_loss: 0.031176 | Time: 5969.92 ms [2022-04-25 10:25:27 main:574] : INFO : Epoch 1565 | loss: 0.0311544 | val_loss: 0.0311787 | Time: 6007.81 ms [2022-04-25 10:25:33 main:574] : INFO : Epoch 1566 | loss: 0.0311531 | val_loss: 0.0311784 | Time: 6022.72 ms [2022-04-25 10:25:39 main:574] : INFO : Epoch 1567 | loss: 0.0311545 | val_loss: 0.0311793 | Time: 6080.56 ms [2022-04-25 10:25:45 main:574] : INFO : Epoch 1568 | loss: 0.0311603 | val_loss: 0.031177 | Time: 5998.12 ms [2022-04-25 10:25:52 main:574] : INFO : Epoch 1569 | loss: 0.0311579 | val_loss: 0.0311765 | Time: 5971.05 ms [2022-04-25 10:25:58 main:574] : INFO : Epoch 1570 | loss: 0.0311601 | val_loss: 0.0311776 | Time: 6054.11 ms [2022-04-25 10:26:06 main:574] : INFO : Epoch 1571 | loss: 0.031159 | val_loss: 0.0311818 | Time: 6098.87 ms [2022-04-25 10:26:12 main:574] : INFO : Epoch 1572 | loss: 0.031156 | val_loss: 0.0311807 | Time: 5988.35 ms [2022-04-25 10:26:18 main:574] : INFO : Epoch 1573 | loss: 0.0311557 | val_loss: 0.0311838 | Time: 6012.19 ms [2022-04-25 10:26:24 main:574] : INFO : Epoch 1574 | loss: 0.0311522 | val_loss: 0.0311836 | Time: 5980.88 ms [2022-04-25 10:26:31 main:574] : INFO : Epoch 1575 | loss: 0.0311503 | val_loss: 0.0311851 | Time: 6085.76 ms [2022-04-25 10:26:37 main:574] : INFO : Epoch 1576 | loss: 0.0311507 | val_loss: 0.0311818 | Time: 5955.83 ms [2022-04-25 10:26:43 main:574] : INFO : Epoch 1577 | loss: 0.0311504 | val_loss: 0.0311838 | Time: 5999.49 ms [2022-04-25 10:26:49 main:574] : INFO : Epoch 1578 | loss: 0.0311497 | val_loss: 0.0311822 | Time: 6051.15 ms [2022-04-25 10:26:55 main:574] : INFO : Epoch 1579 | loss: 0.0311481 | val_loss: 0.0311832 | Time: 6007.26 ms [2022-04-25 10:27:01 main:574] : INFO : Epoch 1580 | loss: 0.0311483 | val_loss: 0.0311822 | Time: 6000.36 ms [2022-04-25 10:27:08 main:574] : INFO : Epoch 1581 | loss: 0.0311485 | val_loss: 0.031183 | Time: 6153.47 ms [2022-04-25 10:27:14 main:574] : INFO : Epoch 1582 | loss: 0.0311482 | val_loss: 0.0311834 | Time: 6061.07 ms [2022-04-25 10:27:20 main:574] : INFO : Epoch 1583 | loss: 0.0311486 | val_loss: 0.0311875 | Time: 5998.58 ms [2022-04-25 10:27:26 main:574] : INFO : Epoch 1584 | loss: 0.0311501 | val_loss: 0.0311828 | Time: 6056 ms [2022-04-25 10:27:33 main:574] : INFO : Epoch 1585 | loss: 0.0311493 | val_loss: 0.0311847 | Time: 6139.17 ms [2022-04-25 10:27:39 main:574] : INFO : Epoch 1586 | loss: 0.0311476 | val_loss: 0.0311829 | Time: 6150.25 ms [2022-04-25 10:27:45 main:574] : INFO : Epoch 1587 | loss: 0.0311499 | val_loss: 0.0311877 | Time: 5970.08 ms [2022-04-25 10:27:51 main:574] : INFO : Epoch 1588 | loss: 0.0311504 | val_loss: 0.031179 | Time: 5936.1 ms [2022-04-25 10:27:58 main:574] : INFO : Epoch 1589 | loss: 0.0311479 | val_loss: 0.0311822 | Time: 6212.97 ms [2022-04-25 10:28:05 main:574] : INFO : Epoch 1590 | loss: 0.031148 | val_loss: 0.0311814 | Time: 6455.38 ms [2022-04-25 10:28:11 main:574] : INFO : Epoch 1591 | loss: 0.0311472 | val_loss: 0.0311806 | Time: 6046.05 ms [2022-04-25 10:28:17 main:574] : INFO : Epoch 1592 | loss: 0.0311456 | val_loss: 0.031183 | Time: 5873.36 ms [2022-04-25 10:28:23 main:574] : INFO : Epoch 1593 | loss: 0.0311452 | val_loss: 0.0311844 | Time: 6158.47 ms [2022-04-25 10:28:30 main:574] : INFO : Epoch 1594 | loss: 0.0311438 | val_loss: 0.0311889 | Time: 6149.05 ms [2022-04-25 10:28:36 main:574] : INFO : Epoch 1595 | loss: 0.031145 | val_loss: 0.0311808 | Time: 5975.72 ms [2022-04-25 10:28:42 main:574] : INFO : Epoch 1596 | loss: 0.0311439 | val_loss: 0.0311844 | Time: 6061.67 ms [2022-04-25 10:28:48 main:574] : INFO : Epoch 1597 | loss: 0.0311427 | val_loss: 0.0311834 | Time: 6097 ms [2022-04-25 10:28:54 main:574] : INFO : Epoch 1598 | loss: 0.0311433 | val_loss: 0.031187 | Time: 6005.23 ms [2022-04-25 10:29:00 main:574] : INFO : Epoch 1599 | loss: 0.0311434 | val_loss: 0.0311848 | Time: 6054.76 ms [2022-04-25 10:29:06 main:574] : INFO : Epoch 1600 | loss: 0.0311432 | val_loss: 0.0311875 | Time: 6136.92 ms [2022-04-25 10:29:13 main:574] : INFO : Epoch 1601 | loss: 0.0311457 | val_loss: 0.0311796 | Time: 6146.2 ms [2022-04-25 10:29:19 main:574] : INFO : Epoch 1602 | loss: 0.0311485 | val_loss: 0.0311817 | Time: 6005.85 ms [2022-04-25 10:29:27 main:574] : INFO : Epoch 1603 | loss: 0.0311462 | val_loss: 0.0311824 | Time: 5973.55 ms [2022-04-25 10:29:33 main:574] : INFO : Epoch 1604 | loss: 0.0311574 | val_loss: 0.0311768 | Time: 6028.71 ms [2022-04-25 10:29:40 main:574] : INFO : Epoch 1605 | loss: 0.03116 | val_loss: 0.0311779 | Time: 6222.11 ms [2022-04-25 10:29:46 main:574] : INFO : Epoch 1606 | loss: 0.0311574 | val_loss: 0.0311774 | Time: 6069.13 ms [2022-04-25 10:29:52 main:574] : INFO : Epoch 1607 | loss: 0.0311554 | val_loss: 0.031178 | Time: 6011 ms [2022-04-25 10:29:58 main:574] : INFO : Epoch 1608 | loss: 0.0311538 | val_loss: 0.0311752 | Time: 6061.45 ms [2022-04-25 10:30:04 main:574] : INFO : Epoch 1609 | loss: 0.0311538 | val_loss: 0.0311767 | Time: 6184.24 ms [2022-04-25 10:30:10 main:574] : INFO : Epoch 1610 | loss: 0.0311516 | val_loss: 0.031177 | Time: 6027.34 ms [2022-04-25 10:30:16 main:574] : INFO : Epoch 1611 | loss: 0.0311517 | val_loss: 0.0311809 | Time: 6074.93 ms [2022-04-25 10:30:22 main:574] : INFO : Epoch 1612 | loss: 0.0311521 | val_loss: 0.0311826 | Time: 6019.32 ms [2022-04-25 10:30:28 main:574] : INFO : Epoch 1613 | loss: 0.0311522 | val_loss: 0.0311789 | Time: 6025.04 ms [2022-04-25 10:30:35 main:574] : INFO : Epoch 1614 | loss: 0.031152 | val_loss: 0.0311821 | Time: 5955.97 ms [2022-04-25 10:30:42 main:574] : INFO : Epoch 1615 | loss: 0.0311521 | val_loss: 0.0311751 | Time: 6012.99 ms [2022-04-25 10:30:49 main:574] : INFO : Epoch 1616 | loss: 0.03115 | val_loss: 0.0311761 | Time: 5982.81 ms [2022-04-25 10:30:55 main:574] : INFO : Epoch 1617 | loss: 0.0311484 | val_loss: 0.0311779 | Time: 6174.46 ms [2022-04-25 10:31:01 main:574] : INFO : Epoch 1618 | loss: 0.0311478 | val_loss: 0.0311785 | Time: 5974.37 ms [2022-04-25 10:31:09 main:574] : INFO : Epoch 1619 | loss: 0.0311474 | val_loss: 0.03118 | Time: 5919.75 ms [2022-04-25 10:31:15 main:574] : INFO : Epoch 1620 | loss: 0.0311469 | val_loss: 0.0311796 | Time: 6022.47 ms [2022-04-25 10:31:21 main:574] : INFO : Epoch 1621 | loss: 0.0311462 | val_loss: 0.0311844 | Time: 6203.65 ms [2022-04-25 10:31:28 main:574] : INFO : Epoch 1622 | loss: 0.0311456 | val_loss: 0.0311831 | Time: 6189.35 ms [2022-04-25 10:31:35 main:574] : INFO : Epoch 1623 | loss: 0.0311454 | val_loss: 0.0311826 | Time: 6008.73 ms [2022-04-25 10:31:41 main:574] : INFO : Epoch 1624 | loss: 0.0311449 | val_loss: 0.0311799 | Time: 5941.81 ms [2022-04-25 10:31:47 main:574] : INFO : Epoch 1625 | loss: 0.0311439 | val_loss: 0.0311791 | Time: 6105.75 ms [2022-04-25 10:31:53 main:574] : INFO : Epoch 1626 | loss: 0.0311444 | val_loss: 0.0311784 | Time: 6108.76 ms [2022-04-25 10:31:59 main:574] : INFO : Epoch 1627 | loss: 0.0311455 | val_loss: 0.0311802 | Time: 5999.61 ms [2022-04-25 10:32:05 main:574] : INFO : Epoch 1628 | loss: 0.0311432 | val_loss: 0.0311821 | Time: 5962.71 ms [2022-04-25 10:32:12 main:574] : INFO : Epoch 1629 | loss: 0.0311435 | val_loss: 0.0311795 | Time: 6147.76 ms [2022-04-25 10:32:18 main:574] : INFO : Epoch 1630 | loss: 0.0311432 | val_loss: 0.031182 | Time: 6040.54 ms [2022-04-25 10:32:25 main:574] : INFO : Epoch 1631 | loss: 0.0311431 | val_loss: 0.031178 | Time: 6026.97 ms [2022-04-25 10:32:31 main:574] : INFO : Epoch 1632 | loss: 0.0311428 | val_loss: 0.0311794 | Time: 5974.33 ms [2022-04-25 10:32:37 main:574] : INFO : Epoch 1633 | loss: 0.0311433 | val_loss: 0.0311831 | Time: 6179.41 ms [2022-04-25 10:32:43 main:574] : INFO : Epoch 1634 | loss: 0.0311453 | val_loss: 0.0311795 | Time: 6064.46 ms [2022-04-25 10:32:49 main:574] : INFO : Epoch 1635 | loss: 0.0311453 | val_loss: 0.0311761 | Time: 6010.39 ms [2022-04-25 10:32:56 main:574] : INFO : Epoch 1636 | loss: 0.0311457 | val_loss: 0.0311777 | Time: 6084.22 ms [2022-04-25 10:33:02 main:574] : INFO : Epoch 1637 | loss: 0.0311466 | val_loss: 0.0311833 | Time: 6126.4 ms [2022-04-25 10:33:09 main:574] : INFO : Epoch 1638 | loss: 0.0311476 | val_loss: 0.03118 | Time: 6088.04 ms [2022-04-25 10:33:15 main:574] : INFO : Epoch 1639 | loss: 0.031147 | val_loss: 0.031177 | Time: 5876 ms [2022-04-25 10:33:21 main:574] : INFO : Epoch 1640 | loss: 0.0311467 | val_loss: 0.0311781 | Time: 6031.48 ms [2022-04-25 10:33:27 main:574] : INFO : Epoch 1641 | loss: 0.0311467 | val_loss: 0.0311827 | Time: 6178.1 ms [2022-04-25 10:33:33 main:574] : INFO : Epoch 1642 | loss: 0.0311554 | val_loss: 0.0311796 | Time: 5971.32 ms [2022-04-25 10:33:39 main:574] : INFO : Epoch 1643 | loss: 0.0311541 | val_loss: 0.0311778 | Time: 6035.22 ms [2022-04-25 10:33:46 main:574] : INFO : Epoch 1644 | loss: 0.0311526 | val_loss: 0.0311852 | Time: 6159.23 ms [2022-04-25 10:33:52 main:574] : INFO : Epoch 1645 | loss: 0.0311541 | val_loss: 0.0311756 | Time: 5963.13 ms [2022-04-25 10:33:59 main:574] : INFO : Epoch 1646 | loss: 0.031154 | val_loss: 0.031175 | Time: 6161.42 ms [2022-04-25 10:34:05 main:574] : INFO : Epoch 1647 | loss: 0.0311517 | val_loss: 0.0311767 | Time: 5913.54 ms [2022-04-25 10:34:11 main:574] : INFO : Epoch 1648 | loss: 0.0311505 | val_loss: 0.0311755 | Time: 6061.48 ms [2022-04-25 10:34:18 main:574] : INFO : Epoch 1649 | loss: 0.0311485 | val_loss: 0.0311739 | Time: 6149.84 ms [2022-04-25 10:34:24 main:574] : INFO : Epoch 1650 | loss: 0.0311455 | val_loss: 0.0311778 | Time: 6023.28 ms [2022-04-25 10:34:30 main:574] : INFO : Epoch 1651 | loss: 0.0311444 | val_loss: 0.0311779 | Time: 5983.06 ms [2022-04-25 10:34:37 main:574] : INFO : Epoch 1652 | loss: 0.0311447 | val_loss: 0.0311758 | Time: 5857.99 ms [2022-04-25 10:34:43 main:574] : INFO : Epoch 1653 | loss: 0.0311448 | val_loss: 0.0311801 | Time: 5953.57 ms [2022-04-25 10:34:50 main:574] : INFO : Epoch 1654 | loss: 0.0311432 | val_loss: 0.0311821 | Time: 5949.09 ms [2022-04-25 10:34:56 main:574] : INFO : Epoch 1655 | loss: 0.0311451 | val_loss: 0.0311773 | Time: 5992.81 ms [2022-04-25 10:35:02 main:574] : INFO : Epoch 1656 | loss: 0.0311422 | val_loss: 0.0311807 | Time: 6073 ms [2022-04-25 10:35:08 main:574] : INFO : Epoch 1657 | loss: 0.0311418 | val_loss: 0.0311746 | Time: 5992.23 ms [2022-04-25 10:35:14 main:574] : INFO : Epoch 1658 | loss: 0.0311509 | val_loss: 0.031176 | Time: 5923.23 ms [2022-04-25 10:35:20 main:574] : INFO : Epoch 1659 | loss: 0.0311638 | val_loss: 0.0311765 | Time: 6006.66 ms [2022-04-25 10:35:26 main:574] : INFO : Epoch 1660 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 6107.54 ms [2022-04-25 10:35:32 main:574] : INFO : Epoch 1661 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 5996.34 ms [2022-04-25 10:35:39 main:574] : INFO : Epoch 1662 | loss: 0.0311633 | val_loss: 0.0311717 | Time: 6078.78 ms [2022-04-25 10:35:45 main:574] : INFO : Epoch 1663 | loss: 0.0311621 | val_loss: 0.0311742 | Time: 6143.36 ms [2022-04-25 10:35:53 main:574] : INFO : Epoch 1664 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 5885.64 ms [2022-04-25 10:35:59 main:574] : INFO : Epoch 1665 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 6067.44 ms [2022-04-25 10:36:05 main:574] : INFO : Epoch 1666 | loss: 0.0311553 | val_loss: 0.0311712 | Time: 5998.34 ms [2022-04-25 10:36:11 main:574] : INFO : Epoch 1667 | loss: 0.0311543 | val_loss: 0.0311704 | Time: 6039.01 ms [2022-04-25 10:36:20 main:574] : INFO : Epoch 1668 | loss: 0.0311531 | val_loss: 0.0311685 | Time: 5969.81 ms [2022-04-25 10:36:26 main:574] : INFO : Epoch 1669 | loss: 0.0311545 | val_loss: 0.0311712 | Time: 6136.13 ms [2022-04-25 10:36:32 main:574] : INFO : Epoch 1670 | loss: 0.0311554 | val_loss: 0.0311707 | Time: 5959.41 ms [2022-04-25 10:36:39 main:574] : INFO : Epoch 1671 | loss: 0.0311528 | val_loss: 0.0311702 | Time: 5987.35 ms [2022-04-25 10:36:45 main:574] : INFO : Epoch 1672 | loss: 0.0311521 | val_loss: 0.0311716 | Time: 6002.19 ms [2022-04-25 10:36:52 main:574] : INFO : Epoch 1673 | loss: 0.0311516 | val_loss: 0.0311725 | Time: 6068.13 ms [2022-04-25 10:36:58 main:574] : INFO : Epoch 1674 | loss: 0.0311514 | val_loss: 0.0311704 | Time: 6100.97 ms [2022-04-25 10:37:05 main:574] : INFO : Epoch 1675 | loss: 0.0311536 | val_loss: 0.0311698 | Time: 6063.67 ms [2022-04-25 10:37:11 main:574] : INFO : Epoch 1676 | loss: 0.0311521 | val_loss: 0.0311689 | Time: 6010.03 ms [2022-04-25 10:37:17 main:574] : INFO : Epoch 1677 | loss: 0.0311527 | val_loss: 0.0311732 | Time: 6159.48 ms [2022-04-25 10:37:24 main:574] : INFO : Epoch 1678 | loss: 0.0311613 | val_loss: 0.0311714 | Time: 6041.25 ms [2022-04-25 10:37:30 main:574] : INFO : Epoch 1679 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 6017.48 ms [2022-04-25 10:37:35 main:574] : INFO : Epoch 1680 | loss: 0.0311631 | val_loss: 0.0311729 | Time: 4931.99 ms [2022-04-25 10:37:38 main:574] : INFO : Epoch 1681 | loss: 0.0311621 | val_loss: 0.0311716 | Time: 3776.9 ms [2022-04-25 10:37:44 main:574] : INFO : Epoch 1682 | loss: 0.0311622 | val_loss: 0.031172 | Time: 5949.03 ms [2022-04-25 10:37:50 main:574] : INFO : Epoch 1683 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 5981.53 ms [2022-04-25 10:37:57 main:574] : INFO : Epoch 1684 | loss: 0.0311614 | val_loss: 0.0311715 | Time: 6039.76 ms [2022-04-25 10:38:04 main:574] : INFO : Epoch 1685 | loss: 0.0311603 | val_loss: 0.0311759 | Time: 5960.76 ms [2022-04-25 10:38:11 main:574] : INFO : Epoch 1686 | loss: 0.0311573 | val_loss: 0.0311707 | Time: 6149.18 ms [2022-04-25 10:38:18 main:574] : INFO : Epoch 1687 | loss: 0.0311595 | val_loss: 0.031169 | Time: 6097.6 ms [2022-04-25 10:38:26 main:574] : INFO : Epoch 1688 | loss: 0.0311564 | val_loss: 0.0311722 | Time: 6079.29 ms [2022-04-25 10:38:33 main:574] : INFO : Epoch 1689 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 5921.96 ms [2022-04-25 10:38:39 main:574] : INFO : Epoch 1690 | loss: 0.0311517 | val_loss: 0.0311696 | Time: 5878.2 ms [2022-04-25 10:38:45 main:574] : INFO : Epoch 1691 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 6058.66 ms [2022-04-25 10:38:51 main:574] : INFO : Epoch 1692 | loss: 0.0311521 | val_loss: 0.0311702 | Time: 6078.65 ms [2022-04-25 10:38:57 main:574] : INFO : Epoch 1693 | loss: 0.0311527 | val_loss: 0.0311729 | Time: 6023.01 ms [2022-04-25 10:39:03 main:574] : INFO : Epoch 1694 | loss: 0.0311523 | val_loss: 0.0311741 | Time: 6026.38 ms [2022-04-25 10:39:09 main:574] : INFO : Epoch 1695 | loss: 0.0311549 | val_loss: 0.0311835 | Time: 6145.61 ms [2022-04-25 10:39:15 main:574] : INFO : Epoch 1696 | loss: 0.0311547 | val_loss: 0.0311761 | Time: 5923.71 ms [2022-04-25 10:39:22 main:574] : INFO : Epoch 1697 | loss: 0.0311523 | val_loss: 0.0311721 | Time: 6107.45 ms [2022-04-25 10:39:29 main:574] : INFO : Epoch 1698 | loss: 0.0311546 | val_loss: 0.0311742 | Time: 6093.45 ms [2022-04-25 10:39:35 main:574] : INFO : Epoch 1699 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 6113.44 ms [2022-04-25 10:39:41 main:574] : INFO : Epoch 1700 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 5965.24 ms [2022-04-25 10:39:47 main:574] : INFO : Epoch 1701 | loss: 0.0311546 | val_loss: 0.0311748 | Time: 6010.19 ms [2022-04-25 10:39:55 main:574] : INFO : Epoch 1702 | loss: 0.0311536 | val_loss: 0.0311717 | Time: 6048.15 ms [2022-04-25 10:40:01 main:574] : INFO : Epoch 1703 | loss: 0.031153 | val_loss: 0.0311779 | Time: 6046.09 ms [2022-04-25 10:40:07 main:574] : INFO : Epoch 1704 | loss: 0.0311515 | val_loss: 0.0311737 | Time: 5899 ms [2022-04-25 10:40:13 main:574] : INFO : Epoch 1705 | loss: 0.0311514 | val_loss: 0.0311734 | Time: 6087.67 ms [2022-04-25 10:40:19 main:574] : INFO : Epoch 1706 | loss: 0.031149 | val_loss: 0.0311726 | Time: 6060.95 ms [2022-04-25 10:40:26 main:574] : INFO : Epoch 1707 | loss: 0.0311494 | val_loss: 0.0311729 | Time: 6108.82 ms [2022-04-25 10:40:34 main:574] : INFO : Epoch 1708 | loss: 0.0311538 | val_loss: 0.031172 | Time: 6053.18 ms [2022-04-25 10:40:40 main:574] : INFO : Epoch 1709 | loss: 0.0311582 | val_loss: 0.0311733 | Time: 6109.53 ms [2022-04-25 10:40:46 main:574] : INFO : Epoch 1710 | loss: 0.0311567 | val_loss: 0.0311722 | Time: 6072.65 ms [2022-04-25 10:40:52 main:574] : INFO : Epoch 1711 | loss: 0.0311559 | val_loss: 0.0311686 | Time: 6003.39 ms [2022-04-25 10:40:59 main:574] : INFO : Epoch 1712 | loss: 0.0311534 | val_loss: 0.0311718 | Time: 6667.52 ms [2022-04-25 10:41:06 main:574] : INFO : Epoch 1713 | loss: 0.0311523 | val_loss: 0.0311694 | Time: 6612.97 ms [2022-04-25 10:41:12 main:574] : INFO : Epoch 1714 | loss: 0.031156 | val_loss: 0.0311709 | Time: 6113.74 ms [2022-04-25 10:41:19 main:574] : INFO : Epoch 1715 | loss: 0.031157 | val_loss: 0.0311717 | Time: 6526.24 ms [2022-04-25 10:41:25 main:574] : INFO : Epoch 1716 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 6332.04 ms [2022-04-25 10:41:32 main:574] : INFO : Epoch 1717 | loss: 0.0311513 | val_loss: 0.0311707 | Time: 6197.47 ms [2022-04-25 10:41:38 main:574] : INFO : Epoch 1718 | loss: 0.0311521 | val_loss: 0.0311711 | Time: 6177.17 ms [2022-04-25 10:41:44 main:574] : INFO : Epoch 1719 | loss: 0.0311501 | val_loss: 0.0311712 | Time: 6174.25 ms [2022-04-25 10:41:51 main:574] : INFO : Epoch 1720 | loss: 0.0311508 | val_loss: 0.0311705 | Time: 6297.47 ms [2022-04-25 10:41:57 main:574] : INFO : Epoch 1721 | loss: 0.0311513 | val_loss: 0.0311711 | Time: 6179.92 ms [2022-04-25 10:42:03 main:574] : INFO : Epoch 1722 | loss: 0.0311498 | val_loss: 0.031169 | Time: 5926.75 ms [2022-04-25 10:42:09 main:574] : INFO : Epoch 1723 | loss: 0.0311506 | val_loss: 0.0311883 | Time: 6144.04 ms [2022-04-25 10:42:15 main:574] : INFO : Epoch 1724 | loss: 0.0315774 | val_loss: 0.0319313 | Time: 6200.62 ms [2022-04-25 10:42:22 main:574] : INFO : Epoch 1725 | loss: 0.0356379 | val_loss: 0.0324708 | Time: 6195.84 ms [2022-04-25 10:42:28 main:574] : INFO : Epoch 1726 | loss: 0.0334383 | val_loss: 0.0324547 | Time: 6145.57 ms [2022-04-25 10:42:34 main:574] : INFO : Epoch 1727 | loss: 0.0317019 | val_loss: 0.0313789 | Time: 6134.87 ms [2022-04-25 10:42:41 main:574] : INFO : Epoch 1728 | loss: 0.0313209 | val_loss: 0.0312819 | Time: 6228.3 ms [2022-04-25 10:42:47 main:574] : INFO : Epoch 1729 | loss: 0.0312646 | val_loss: 0.0312541 | Time: 6061.25 ms [2022-04-25 10:42:53 main:574] : INFO : Epoch 1730 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 6111.42 ms [2022-04-25 10:42:59 main:574] : INFO : Epoch 1731 | loss: 0.031249 | val_loss: 0.0312486 | Time: 6186.42 ms [2022-04-25 10:43:06 main:574] : INFO : Epoch 1732 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 6176.18 ms [2022-04-25 10:43:14 main:574] : INFO : Epoch 1733 | loss: 0.0312456 | val_loss: 0.031244 | Time: 6213.78 ms [2022-04-25 10:43:20 main:574] : INFO : Epoch 1734 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 6154.51 ms [2022-04-25 10:43:27 main:574] : INFO : Epoch 1735 | loss: 0.0312434 | val_loss: 0.0312408 | Time: 6000.35 ms [2022-04-25 10:43:33 main:574] : INFO : Epoch 1736 | loss: 0.0312417 | val_loss: 0.0312395 | Time: 6126.55 ms [2022-04-25 10:43:39 main:574] : INFO : Epoch 1737 | loss: 0.0312399 | val_loss: 0.0312375 | Time: 5979.45 ms [2022-04-25 10:43:45 main:574] : INFO : Epoch 1738 | loss: 0.0312399 | val_loss: 0.0312353 | Time: 6049.57 ms [2022-04-25 10:43:51 main:574] : INFO : Epoch 1739 | loss: 0.0312363 | val_loss: 0.0312334 | Time: 6046.81 ms [2022-04-25 10:43:58 main:574] : INFO : Epoch 1740 | loss: 0.031234 | val_loss: 0.031232 | Time: 6298.52 ms [2022-04-25 10:44:04 main:574] : INFO : Epoch 1741 | loss: 0.0312324 | val_loss: 0.0312312 | Time: 5951.69 ms [2022-04-25 10:44:10 main:574] : INFO : Epoch 1742 | loss: 0.0312333 | val_loss: 0.0312273 | Time: 6071.26 ms [2022-04-25 10:44:16 main:574] : INFO : Epoch 1743 | loss: 0.0312313 | val_loss: 0.0312387 | Time: 6048.77 ms [2022-04-25 10:44:22 main:574] : INFO : Epoch 1744 | loss: 0.0312308 | val_loss: 0.0312248 | Time: 6041.49 ms [2022-04-25 10:44:28 main:574] : INFO : Epoch 1745 | loss: 0.0312303 | val_loss: 0.0312258 | Time: 6142.26 ms [2022-04-25 10:44:35 main:574] : INFO : Epoch 1746 | loss: 0.031228 | val_loss: 0.0312291 | Time: 6058.45 ms [2022-04-25 10:44:41 main:574] : INFO : Epoch 1747 | loss: 0.0312384 | val_loss: 0.0312333 | Time: 6772.6 ms [2022-04-25 10:44:48 main:574] : INFO : Epoch 1748 | loss: 0.0312369 | val_loss: 0.0312259 | Time: 6044.57 ms [2022-04-25 10:44:54 main:574] : INFO : Epoch 1749 | loss: 0.0312276 | val_loss: 0.0312231 | Time: 5969.99 ms [2022-04-25 10:45:00 main:574] : INFO : Epoch 1750 | loss: 0.0312256 | val_loss: 0.0312239 | Time: 5937.79 ms [2022-04-25 10:45:06 main:574] : INFO : Epoch 1751 | loss: 0.0312257 | val_loss: 0.031227 | Time: 6085.58 ms [2022-04-25 10:45:12 main:574] : INFO : Epoch 1752 | loss: 0.0312297 | val_loss: 0.0312328 | Time: 5990.81 ms [2022-04-25 10:45:19 main:574] : INFO : Epoch 1753 | loss: 0.0312291 | val_loss: 0.0312324 | Time: 6091.61 ms [2022-04-25 10:45:25 main:574] : INFO : Epoch 1754 | loss: 0.0312313 | val_loss: 0.0312286 | Time: 6026.64 ms [2022-04-25 10:45:33 main:574] : INFO : Epoch 1755 | loss: 0.0312263 | val_loss: 0.0312275 | Time: 6122.33 ms [2022-04-25 10:45:40 main:574] : INFO : Epoch 1756 | loss: 0.031225 | val_loss: 0.0312214 | Time: 6168.06 ms [2022-04-25 10:45:47 main:574] : INFO : Epoch 1757 | loss: 0.0312237 | val_loss: 0.0312215 | Time: 6067.48 ms [2022-04-25 10:45:53 main:574] : INFO : Epoch 1758 | loss: 0.0312228 | val_loss: 0.0312199 | Time: 5917.19 ms [2022-04-25 10:45:59 main:574] : INFO : Epoch 1759 | loss: 0.0312283 | val_loss: 0.0312201 | Time: 5942.75 ms [2022-04-25 10:46:05 main:574] : INFO : Epoch 1760 | loss: 0.0312247 | val_loss: 0.0312285 | Time: 6018.74 ms [2022-04-25 10:46:13 main:574] : INFO : Epoch 1761 | loss: 0.031227 | val_loss: 0.0312233 | Time: 6054.28 ms [2022-04-25 10:46:20 main:574] : INFO : Epoch 1762 | loss: 0.031224 | val_loss: 0.0312219 | Time: 6179.55 ms [2022-04-25 10:46:26 main:574] : INFO : Epoch 1763 | loss: 0.0312228 | val_loss: 0.0312193 | Time: 5990.1 ms [2022-04-25 10:46:33 main:574] : INFO : Epoch 1764 | loss: 0.0312237 | val_loss: 0.0312217 | Time: 6025.07 ms [2022-04-25 10:46:39 main:574] : INFO : Epoch 1765 | loss: 0.0312271 | val_loss: 0.0312298 | Time: 5959.73 ms [2022-04-25 10:46:45 main:574] : INFO : Epoch 1766 | loss: 0.0312322 | val_loss: 0.0312202 | Time: 6090.13 ms [2022-04-25 10:46:51 main:574] : INFO : Epoch 1767 | loss: 0.031226 | val_loss: 0.0312293 | Time: 5967.44 ms [2022-04-25 10:46:57 main:574] : INFO : Epoch 1768 | loss: 0.0312257 | val_loss: 0.0312198 | Time: 6007.34 ms [2022-04-25 10:47:04 main:574] : INFO : Epoch 1769 | loss: 0.0312242 | val_loss: 0.0312196 | Time: 6090.02 ms [2022-04-25 10:47:10 main:574] : INFO : Epoch 1770 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 6020.69 ms [2022-04-25 10:47:16 main:574] : INFO : Epoch 1771 | loss: 0.0312245 | val_loss: 0.0312211 | Time: 6039.9 ms [2022-04-25 10:47:22 main:574] : INFO : Epoch 1772 | loss: 0.0312227 | val_loss: 0.0312231 | Time: 6005.57 ms [2022-04-25 10:47:28 main:574] : INFO : Epoch 1773 | loss: 0.0312277 | val_loss: 0.0312205 | Time: 6118.17 ms [2022-04-25 10:47:35 main:574] : INFO : Epoch 1774 | loss: 0.0312252 | val_loss: 0.0312199 | Time: 5987.19 ms [2022-04-25 10:47:41 main:574] : INFO : Epoch 1775 | loss: 0.0312238 | val_loss: 0.0312208 | Time: 6093.96 ms [2022-04-25 10:47:47 main:574] : INFO : Epoch 1776 | loss: 0.0312259 | val_loss: 0.0312191 | Time: 6073.2 ms [2022-04-25 10:47:53 main:574] : INFO : Epoch 1777 | loss: 0.0312217 | val_loss: 0.0312217 | Time: 5964.89 ms [2022-04-25 10:47:59 main:574] : INFO : Epoch 1778 | loss: 0.031223 | val_loss: 0.0312216 | Time: 6086.62 ms [2022-04-25 10:48:05 main:574] : INFO : Epoch 1779 | loss: 0.0312237 | val_loss: 0.0312194 | Time: 6020.13 ms [2022-04-25 10:48:11 main:574] : INFO : Epoch 1780 | loss: 0.0312214 | val_loss: 0.0312194 | Time: 6139.37 ms [2022-04-25 10:48:17 main:574] : INFO : Epoch 1781 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 5915.26 ms [2022-04-25 10:48:23 main:574] : INFO : Epoch 1782 | loss: 0.0312228 | val_loss: 0.0312214 | Time: 5982.95 ms [2022-04-25 10:48:30 main:574] : INFO : Epoch 1783 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 6127.79 ms [2022-04-25 10:48:36 main:574] : INFO : Epoch 1784 | loss: 0.0312222 | val_loss: 0.0312194 | Time: 5982.18 ms [2022-04-25 10:48:42 main:574] : INFO : Epoch 1785 | loss: 0.0312227 | val_loss: 0.0312206 | Time: 6051.69 ms [2022-04-25 10:48:48 main:574] : INFO : Epoch 1786 | loss: 0.031225 | val_loss: 0.0312204 | Time: 6120.68 ms [2022-04-25 10:48:54 main:574] : INFO : Epoch 1787 | loss: 0.0312223 | val_loss: 0.0312244 | Time: 6133.2 ms [2022-04-25 10:49:00 main:574] : INFO : Epoch 1788 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 6062.69 ms [2022-04-25 10:49:06 main:574] : INFO : Epoch 1789 | loss: 0.0312246 | val_loss: 0.0312251 | Time: 6028.83 ms [2022-04-25 10:49:13 main:574] : INFO : Epoch 1790 | loss: 0.0312255 | val_loss: 0.0312238 | Time: 6200.81 ms [2022-04-25 10:49:19 main:574] : INFO : Epoch 1791 | loss: 0.0312234 | val_loss: 0.0312216 | Time: 5959.35 ms [2022-04-25 10:49:25 main:574] : INFO : Epoch 1792 | loss: 0.0312255 | val_loss: 0.0312201 | Time: 6019.87 ms [2022-04-25 10:49:31 main:574] : INFO : Epoch 1793 | loss: 0.0312232 | val_loss: 0.0312206 | Time: 6095.05 ms [2022-04-25 10:49:37 main:574] : INFO : Epoch 1794 | loss: 0.031224 | val_loss: 0.0312268 | Time: 6154.69 ms [2022-04-25 10:49:43 main:574] : INFO : Epoch 1795 | loss: 0.0312242 | val_loss: 0.0312199 | Time: 5973.47 ms [2022-04-25 10:49:49 main:574] : INFO : Epoch 1796 | loss: 0.0312226 | val_loss: 0.0312193 | Time: 6072.62 ms [2022-04-25 10:49:55 main:574] : INFO : Epoch 1797 | loss: 0.0312216 | val_loss: 0.0312188 | Time: 6117.84 ms [2022-04-25 10:50:01 main:574] : INFO : Epoch 1798 | loss: 0.0312215 | val_loss: 0.03123 | Time: 5957.37 ms [2022-04-25 10:50:07 main:574] : INFO : Epoch 1799 | loss: 0.031223 | val_loss: 0.0312217 | Time: 6020.73 ms [2022-04-25 10:50:14 main:574] : INFO : Epoch 1800 | loss: 0.031222 | val_loss: 0.0312185 | Time: 6214.46 ms [2022-04-25 10:50:20 main:574] : INFO : Epoch 1801 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 5978.02 ms [2022-04-25 10:50:26 main:574] : INFO : Epoch 1802 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 5979.56 ms [2022-04-25 10:50:32 main:574] : INFO : Epoch 1803 | loss: 0.0312221 | val_loss: 0.0312192 | Time: 6026.15 ms [2022-04-25 10:50:38 main:574] : INFO : Epoch 1804 | loss: 0.0312215 | val_loss: 0.0312212 | Time: 6099.36 ms [2022-04-25 10:50:44 main:574] : INFO : Epoch 1805 | loss: 0.0312213 | val_loss: 0.0312197 | Time: 6022.54 ms [2022-04-25 10:50:50 main:574] : INFO : Epoch 1806 | loss: 0.0312224 | val_loss: 0.0312201 | Time: 6047.99 ms [2022-04-25 10:50:56 main:574] : INFO : Epoch 1807 | loss: 0.0312237 | val_loss: 0.0312213 | Time: 6202.75 ms [2022-04-25 10:51:02 main:574] : INFO : Epoch 1808 | loss: 0.0312233 | val_loss: 0.0312191 | Time: 5991.24 ms [2022-04-25 10:51:09 main:574] : INFO : Epoch 1809 | loss: 0.0312224 | val_loss: 0.0312253 | Time: 6046.72 ms [2022-04-25 10:51:15 main:574] : INFO : Epoch 1810 | loss: 0.0312253 | val_loss: 0.0312264 | Time: 6128.13 ms [2022-04-25 10:51:21 main:574] : INFO : Epoch 1811 | loss: 0.0312241 | val_loss: 0.0312207 | Time: 6122.96 ms [2022-04-25 10:51:27 main:574] : INFO : Epoch 1812 | loss: 0.0312248 | val_loss: 0.031228 | Time: 6005.02 ms [2022-04-25 10:51:33 main:574] : INFO : Epoch 1813 | loss: 0.0312253 | val_loss: 0.0312197 | Time: 6051.71 ms [2022-04-25 10:51:39 main:574] : INFO : Epoch 1814 | loss: 0.0312222 | val_loss: 0.0312201 | Time: 6106.25 ms [2022-04-25 10:51:46 main:574] : INFO : Epoch 1815 | loss: 0.031221 | val_loss: 0.0312218 | Time: 6093.4 ms [2022-04-25 10:51:54 main:574] : INFO : Epoch 1816 | loss: 0.0312261 | val_loss: 0.0312212 | Time: 5709.45 ms [2022-04-25 10:52:00 main:574] : INFO : Epoch 1817 | loss: 0.0312222 | val_loss: 0.0312205 | Time: 6097.68 ms [2022-04-25 10:52:07 main:574] : INFO : Epoch 1818 | loss: 0.0312214 | val_loss: 0.0312191 | Time: 6008.32 ms [2022-04-25 10:52:13 main:574] : INFO : Epoch 1819 | loss: 0.0312227 | val_loss: 0.0312195 | Time: 6032.34 ms [2022-04-25 10:52:19 main:574] : INFO : Epoch 1820 | loss: 0.0312226 | val_loss: 0.0312264 | Time: 6072.81 ms [2022-04-25 10:52:25 main:574] : INFO : Epoch 1821 | loss: 0.0312229 | val_loss: 0.0312208 | Time: 6091.58 ms [2022-04-25 10:52:31 main:574] : INFO : Epoch 1822 | loss: 0.0312226 | val_loss: 0.0312205 | Time: 6019.83 ms [2022-04-25 10:52:37 main:574] : INFO : Epoch 1823 | loss: 0.0312212 | val_loss: 0.0312191 | Time: 6010.05 ms [2022-04-25 10:52:43 main:574] : INFO : Epoch 1824 | loss: 0.0312214 | val_loss: 0.0312187 | Time: 6165.85 ms [2022-04-25 10:52:49 main:574] : INFO : Epoch 1825 | loss: 0.0312208 | val_loss: 0.0312205 | Time: 6047.99 ms [2022-04-25 10:52:56 main:574] : INFO : Epoch 1826 | loss: 0.0312223 | val_loss: 0.0312206 | Time: 5972.07 ms [2022-04-25 10:53:02 main:574] : INFO : Epoch 1827 | loss: 0.0312216 | val_loss: 0.0312192 | Time: 6093.28 ms [2022-04-25 10:53:08 main:574] : INFO : Epoch 1828 | loss: 0.0312267 | val_loss: 0.0312305 | Time: 6054.39 ms [2022-04-25 10:53:14 main:574] : INFO : Epoch 1829 | loss: 0.0312269 | val_loss: 0.0312208 | Time: 5973.52 ms [2022-04-25 10:53:20 main:574] : INFO : Epoch 1830 | loss: 0.0312223 | val_loss: 0.0312192 | Time: 6029.35 ms [2022-04-25 10:53:26 main:574] : INFO : Epoch 1831 | loss: 0.0312223 | val_loss: 0.0312186 | Time: 6130.88 ms [2022-04-25 10:53:32 main:574] : INFO : Epoch 1832 | loss: 0.031221 | val_loss: 0.0312239 | Time: 5943.52 ms [2022-04-25 10:53:38 main:574] : INFO : Epoch 1833 | loss: 0.0312215 | val_loss: 0.0312225 | Time: 5938.04 ms [2022-04-25 10:53:45 main:574] : INFO : Epoch 1834 | loss: 0.0312239 | val_loss: 0.0312215 | Time: 6097.29 ms [2022-04-25 10:53:51 main:574] : INFO : Epoch 1835 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 5846.62 ms [2022-04-25 10:53:57 main:574] : INFO : Epoch 1836 | loss: 0.0312259 | val_loss: 0.0312236 | Time: 5985.58 ms [2022-04-25 10:54:03 main:574] : INFO : Epoch 1837 | loss: 0.0312252 | val_loss: 0.0312267 | Time: 5968.46 ms [2022-04-25 10:54:09 main:574] : INFO : Epoch 1838 | loss: 0.031226 | val_loss: 0.0312275 | Time: 6058.84 ms [2022-04-25 10:54:15 main:574] : INFO : Epoch 1839 | loss: 0.0312244 | val_loss: 0.0312201 | Time: 6020.12 ms [2022-04-25 10:54:21 main:574] : INFO : Epoch 1840 | loss: 0.0312211 | val_loss: 0.0312226 | Time: 6051.72 ms [2022-04-25 10:54:28 main:574] : INFO : Epoch 1841 | loss: 0.031224 | val_loss: 0.0312242 | Time: 6152.05 ms [2022-04-25 10:54:35 main:574] : INFO : Epoch 1842 | loss: 0.0312245 | val_loss: 0.0312203 | Time: 6127.52 ms [2022-04-25 10:54:41 main:574] : INFO : Epoch 1843 | loss: 0.0312211 | val_loss: 0.0312255 | Time: 5987.74 ms [2022-04-25 10:54:47 main:574] : INFO : Epoch 1844 | loss: 0.0312224 | val_loss: 0.0312197 | Time: 6094.38 ms [2022-04-25 10:54:53 main:574] : INFO : Epoch 1845 | loss: 0.031221 | val_loss: 0.031223 | Time: 6114.6 ms [2022-04-25 10:55:00 main:574] : INFO : Epoch 1846 | loss: 0.0312215 | val_loss: 0.0312248 | Time: 6123.59 ms [2022-04-25 10:55:06 main:574] : INFO : Epoch 1847 | loss: 0.0312226 | val_loss: 0.0312196 | Time: 6091.36 ms [2022-04-25 10:55:14 main:574] : INFO : Epoch 1848 | loss: 0.0312227 | val_loss: 0.0312199 | Time: 6036.82 ms [2022-04-25 10:55:20 main:574] : INFO : Epoch 1849 | loss: 0.031223 | val_loss: 0.0312244 | Time: 5995.8 ms [2022-04-25 10:55:26 main:574] : INFO : Epoch 1850 | loss: 0.0312248 | val_loss: 0.0312228 | Time: 5879.93 ms [2022-04-25 10:55:32 main:574] : INFO : Epoch 1851 | loss: 0.0312232 | val_loss: 0.0312292 | Time: 5697.14 ms [2022-04-25 10:55:38 main:574] : INFO : Epoch 1852 | loss: 0.0312238 | val_loss: 0.0312196 | Time: 5930.48 ms [2022-04-25 10:55:44 main:574] : INFO : Epoch 1853 | loss: 0.0312209 | val_loss: 0.031219 | Time: 6172.77 ms [2022-04-25 10:55:50 main:574] : INFO : Epoch 1854 | loss: 0.0312235 | val_loss: 0.0312195 | Time: 6022.38 ms [2022-04-25 10:55:56 main:574] : INFO : Epoch 1855 | loss: 0.031221 | val_loss: 0.0312188 | Time: 5960.8 ms [2022-04-25 10:56:02 main:574] : INFO : Epoch 1856 | loss: 0.031221 | val_loss: 0.0312247 | Time: 6141.15 ms [2022-04-25 10:56:09 main:574] : INFO : Epoch 1857 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 6085.45 ms [2022-04-25 10:56:15 main:574] : INFO : Epoch 1858 | loss: 0.0312204 | val_loss: 0.0312188 | Time: 5772.18 ms [2022-04-25 10:56:21 main:574] : INFO : Epoch 1859 | loss: 0.0312212 | val_loss: 0.0312203 | Time: 6088.39 ms [2022-04-25 10:56:27 main:574] : INFO : Epoch 1860 | loss: 0.0312234 | val_loss: 0.0312319 | Time: 6131.36 ms [2022-04-25 10:56:33 main:574] : INFO : Epoch 1861 | loss: 0.031228 | val_loss: 0.0312251 | Time: 5926.87 ms [2022-04-25 10:56:39 main:574] : INFO : Epoch 1862 | loss: 0.0312259 | val_loss: 0.0312258 | Time: 6003.93 ms [2022-04-25 10:56:45 main:574] : INFO : Epoch 1863 | loss: 0.0312231 | val_loss: 0.0312202 | Time: 6085.93 ms [2022-04-25 10:56:51 main:574] : INFO : Epoch 1864 | loss: 0.0312216 | val_loss: 0.0312197 | Time: 6138.56 ms [2022-04-25 10:56:58 main:574] : INFO : Epoch 1865 | loss: 0.0312221 | val_loss: 0.0312262 | Time: 5955.39 ms [2022-04-25 10:57:04 main:574] : INFO : Epoch 1866 | loss: 0.0312229 | val_loss: 0.0312208 | Time: 5999.99 ms [2022-04-25 10:57:10 main:574] : INFO : Epoch 1867 | loss: 0.0312214 | val_loss: 0.03122 | Time: 6104.51 ms [2022-04-25 10:57:16 main:574] : INFO : Epoch 1868 | loss: 0.0312225 | val_loss: 0.0312221 | Time: 5787.65 ms [2022-04-25 10:57:23 main:574] : INFO : Epoch 1869 | loss: 0.0312279 | val_loss: 0.0312232 | Time: 6018.92 ms [2022-04-25 10:57:29 main:574] : INFO : Epoch 1870 | loss: 0.0312306 | val_loss: 0.0312218 | Time: 6023.94 ms [2022-04-25 10:57:35 main:574] : INFO : Epoch 1871 | loss: 0.0312214 | val_loss: 0.03122 | Time: 6148.01 ms [2022-04-25 10:57:41 main:574] : INFO : Epoch 1872 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 6022.18 ms [2022-04-25 10:57:47 main:574] : INFO : Epoch 1873 | loss: 0.0312211 | val_loss: 0.0312204 | Time: 6101.9 ms [2022-04-25 10:57:53 main:574] : INFO : Epoch 1874 | loss: 0.0312213 | val_loss: 0.0312204 | Time: 6121.18 ms [2022-04-25 10:57:59 main:574] : INFO : Epoch 1875 | loss: 0.0312223 | val_loss: 0.0312205 | Time: 6049.87 ms [2022-04-25 10:58:05 main:574] : INFO : Epoch 1876 | loss: 0.0312208 | val_loss: 0.0312207 | Time: 5983.9 ms [2022-04-25 10:58:13 main:574] : INFO : Epoch 1877 | loss: 0.0312204 | val_loss: 0.0312197 | Time: 5846.53 ms [2022-04-25 10:58:19 main:574] : INFO : Epoch 1878 | loss: 0.0312205 | val_loss: 0.0312195 | Time: 5960.23 ms [2022-04-25 10:58:25 main:574] : INFO : Epoch 1879 | loss: 0.0312205 | val_loss: 0.0312193 | Time: 6174.59 ms [2022-04-25 10:58:32 main:574] : INFO : Epoch 1880 | loss: 0.0312215 | val_loss: 0.0312199 | Time: 6060.15 ms [2022-04-25 10:58:38 main:574] : INFO : Epoch 1881 | loss: 0.0312215 | val_loss: 0.0312218 | Time: 6002.06 ms [2022-04-25 10:58:44 main:574] : INFO : Epoch 1882 | loss: 0.031221 | val_loss: 0.0312206 | Time: 6214.6 ms [2022-04-25 10:58:50 main:574] : INFO : Epoch 1883 | loss: 0.0312206 | val_loss: 0.0312189 | Time: 6061.54 ms [2022-04-25 10:58:56 main:574] : INFO : Epoch 1884 | loss: 0.0312228 | val_loss: 0.0312206 | Time: 5873.07 ms [2022-04-25 10:59:02 main:574] : INFO : Epoch 1885 | loss: 0.0312224 | val_loss: 0.0312238 | Time: 6028.69 ms [2022-04-25 10:59:08 main:574] : INFO : Epoch 1886 | loss: 0.0312228 | val_loss: 0.0312195 | Time: 6202.88 ms [2022-04-25 10:59:14 main:574] : INFO : Epoch 1887 | loss: 0.0312217 | val_loss: 0.0312265 | Time: 6000.17 ms [2022-04-25 10:59:21 main:574] : INFO : Epoch 1888 | loss: 0.031222 | val_loss: 0.0312199 | Time: 5945.76 ms [2022-04-25 10:59:27 main:574] : INFO : Epoch 1889 | loss: 0.0312224 | val_loss: 0.0312233 | Time: 6041.55 ms [2022-04-25 10:59:33 main:574] : INFO : Epoch 1890 | loss: 0.0312213 | val_loss: 0.0312193 | Time: 6007.83 ms [2022-04-25 10:59:39 main:574] : INFO : Epoch 1891 | loss: 0.0312211 | val_loss: 0.031219 | Time: 6099.81 ms [2022-04-25 10:59:45 main:574] : INFO : Epoch 1892 | loss: 0.0312213 | val_loss: 0.0312209 | Time: 6018.07 ms [2022-04-25 10:59:51 main:574] : INFO : Epoch 1893 | loss: 0.0312208 | val_loss: 0.0312201 | Time: 6113.91 ms [2022-04-25 10:59:57 main:574] : INFO : Epoch 1894 | loss: 0.031222 | val_loss: 0.0312224 | Time: 5975.88 ms [2022-04-25 11:00:03 main:574] : INFO : Epoch 1895 | loss: 0.0312246 | val_loss: 0.0312212 | Time: 5930.63 ms [2022-04-25 11:00:10 main:574] : INFO : Epoch 1896 | loss: 0.0312219 | val_loss: 0.03122 | Time: 6175.17 ms [2022-04-25 11:00:16 main:574] : INFO : Epoch 1897 | loss: 0.031221 | val_loss: 0.0312218 | Time: 5996.56 ms [2022-04-25 11:00:22 main:574] : INFO : Epoch 1898 | loss: 0.031222 | val_loss: 0.0312204 | Time: 6029.1 ms [2022-04-25 11:00:28 main:574] : INFO : Epoch 1899 | loss: 0.0312204 | val_loss: 0.0312217 | Time: 6116.83 ms [2022-04-25 11:00:34 main:574] : INFO : Epoch 1900 | loss: 0.0312205 | val_loss: 0.0312198 | Time: 6004.25 ms [2022-04-25 11:00:40 main:574] : INFO : Epoch 1901 | loss: 0.0312212 | val_loss: 0.0312196 | Time: 6017.25 ms [2022-04-25 11:00:46 main:574] : INFO : Epoch 1902 | loss: 0.0312213 | val_loss: 0.0312216 | Time: 6070.11 ms [2022-04-25 11:00:53 main:574] : INFO : Epoch 1903 | loss: 0.0312267 | val_loss: 0.0312258 | Time: 6165.33 ms [2022-04-25 11:00:59 main:574] : INFO : Epoch 1904 | loss: 0.0312235 | val_loss: 0.0312263 | Time: 6013.02 ms [2022-04-25 11:01:05 main:574] : INFO : Epoch 1905 | loss: 0.0312224 | val_loss: 0.031221 | Time: 6001.72 ms [2022-04-25 11:01:11 main:574] : INFO : Epoch 1906 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 6119.48 ms [2022-04-25 11:01:18 main:574] : INFO : Epoch 1907 | loss: 0.0312218 | val_loss: 0.0312211 | Time: 6127.91 ms [2022-04-25 11:01:24 main:574] : INFO : Epoch 1908 | loss: 0.0312218 | val_loss: 0.031222 | Time: 6003.8 ms [2022-04-25 11:01:30 main:574] : INFO : Epoch 1909 | loss: 0.0312222 | val_loss: 0.0312264 | Time: 5932.42 ms [2022-04-25 11:01:36 main:574] : INFO : Epoch 1910 | loss: 0.0312259 | val_loss: 0.0312259 | Time: 6165.57 ms [2022-04-25 11:01:42 main:574] : INFO : Epoch 1911 | loss: 0.0312247 | val_loss: 0.0312239 | Time: 5973.44 ms [2022-04-25 11:01:48 main:574] : INFO : Epoch 1912 | loss: 0.0312217 | val_loss: 0.0312213 | Time: 6067 ms [2022-04-25 11:01:54 main:574] : INFO : Epoch 1913 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 6127.84 ms [2022-04-25 11:02:00 main:574] : INFO : Epoch 1914 | loss: 0.03122 | val_loss: 0.0312201 | Time: 5989.93 ms [2022-04-25 11:02:06 main:574] : INFO : Epoch 1915 | loss: 0.031222 | val_loss: 0.0312229 | Time: 6003.57 ms [2022-04-25 11:02:12 main:574] : INFO : Epoch 1916 | loss: 0.0312223 | val_loss: 0.0312191 | Time: 6011.83 ms [2022-04-25 11:02:19 main:574] : INFO : Epoch 1917 | loss: 0.0312208 | val_loss: 0.0312207 | Time: 6101.86 ms [2022-04-25 11:02:25 main:574] : INFO : Epoch 1918 | loss: 0.0312208 | val_loss: 0.0312191 | Time: 6025.94 ms [2022-04-25 11:02:31 main:574] : INFO : Epoch 1919 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 6034.9 ms [2022-04-25 11:02:37 main:574] : INFO : Epoch 1920 | loss: 0.0312214 | val_loss: 0.031224 | Time: 6167.58 ms [2022-04-25 11:02:43 main:574] : INFO : Epoch 1921 | loss: 0.0312225 | val_loss: 0.0312195 | Time: 6043.14 ms [2022-04-25 11:02:49 main:574] : INFO : Epoch 1922 | loss: 0.0312211 | val_loss: 0.0312239 | Time: 6033.37 ms [2022-04-25 11:02:55 main:574] : INFO : Epoch 1923 | loss: 0.0312249 | val_loss: 0.0312213 | Time: 6066.16 ms [2022-04-25 11:03:01 main:574] : INFO : Epoch 1924 | loss: 0.0312211 | val_loss: 0.0312234 | Time: 6037.98 ms [2022-04-25 11:03:07 main:574] : INFO : Epoch 1925 | loss: 0.0312213 | val_loss: 0.0312226 | Time: 5987.65 ms [2022-04-25 11:03:13 main:574] : INFO : Epoch 1926 | loss: 0.031222 | val_loss: 0.0312201 | Time: 5962.45 ms [2022-04-25 11:03:19 main:574] : INFO : Epoch 1927 | loss: 0.0312209 | val_loss: 0.0312196 | Time: 6089.45 ms [2022-04-25 11:03:25 main:574] : INFO : Epoch 1928 | loss: 0.0312227 | val_loss: 0.0312197 | Time: 5994.86 ms [2022-04-25 11:03:32 main:574] : INFO : Epoch 1929 | loss: 0.031221 | val_loss: 0.0312224 | Time: 5998.24 ms [2022-04-25 11:03:38 main:574] : INFO : Epoch 1930 | loss: 0.0312227 | val_loss: 0.0312203 | Time: 6318.31 ms [2022-04-25 11:03:44 main:574] : INFO : Epoch 1931 | loss: 0.0312216 | val_loss: 0.0312194 | Time: 6003.58 ms [2022-04-25 11:03:50 main:574] : INFO : Epoch 1932 | loss: 0.0312221 | val_loss: 0.031219 | Time: 6000.21 ms [2022-04-25 11:03:56 main:574] : INFO : Epoch 1933 | loss: 0.0312211 | val_loss: 0.0312215 | Time: 6052.53 ms [2022-04-25 11:04:02 main:574] : INFO : Epoch 1934 | loss: 0.0312219 | val_loss: 0.031221 | Time: 6139.27 ms [2022-04-25 11:04:08 main:574] : INFO : Epoch 1935 | loss: 0.0312222 | val_loss: 0.0312195 | Time: 6009.69 ms [2022-04-25 11:04:15 main:574] : INFO : Epoch 1936 | loss: 0.0312214 | val_loss: 0.0312194 | Time: 5967.78 ms [2022-04-25 11:04:21 main:574] : INFO : Epoch 1937 | loss: 0.0312218 | val_loss: 0.0312227 | Time: 6114.52 ms [2022-04-25 11:04:27 main:574] : INFO : Epoch 1938 | loss: 0.0312219 | val_loss: 0.0312237 | Time: 5940.98 ms [2022-04-25 11:04:33 main:574] : INFO : Epoch 1939 | loss: 0.0312212 | val_loss: 0.0312205 | Time: 6066.91 ms [2022-04-25 11:04:39 main:574] : INFO : Epoch 1940 | loss: 0.0312205 | val_loss: 0.0312309 | Time: 6039.69 ms [2022-04-25 11:04:45 main:574] : INFO : Epoch 1941 | loss: 0.0312265 | val_loss: 0.0312198 | Time: 6153.03 ms [2022-04-25 11:04:51 main:574] : INFO : Epoch 1942 | loss: 0.0312215 | val_loss: 0.0312192 | Time: 5966.06 ms [2022-04-25 11:04:58 main:574] : INFO : Epoch 1943 | loss: 0.031221 | val_loss: 0.0312226 | Time: 6056.4 ms [2022-04-25 11:05:04 main:574] : INFO : Epoch 1944 | loss: 0.0312233 | val_loss: 0.031219 | Time: 6067.31 ms [2022-04-25 11:05:10 main:574] : INFO : Epoch 1945 | loss: 0.0312208 | val_loss: 0.0312203 | Time: 6003.02 ms [2022-04-25 11:05:16 main:574] : INFO : Epoch 1946 | loss: 0.031222 | val_loss: 0.0312318 | Time: 5693.14 ms [2022-04-25 11:05:22 main:574] : INFO : Epoch 1947 | loss: 0.0312269 | val_loss: 0.0312202 | Time: 5950.13 ms [2022-04-25 11:05:29 main:574] : INFO : Epoch 1948 | loss: 0.0312223 | val_loss: 0.0312193 | Time: 6092.67 ms [2022-04-25 11:05:35 main:574] : INFO : Epoch 1949 | loss: 0.03122 | val_loss: 0.031219 | Time: 5945.31 ms [2022-04-25 11:05:41 main:574] : INFO : Epoch 1950 | loss: 0.031221 | val_loss: 0.0312202 | Time: 6012.27 ms [2022-04-25 11:05:47 main:574] : INFO : Epoch 1951 | loss: 0.0312218 | val_loss: 0.0312212 | Time: 6160.33 ms [2022-04-25 11:05:53 main:574] : INFO : Epoch 1952 | loss: 0.0312282 | val_loss: 0.0312238 | Time: 6008.49 ms [2022-04-25 11:05:59 main:574] : INFO : Epoch 1953 | loss: 0.031222 | val_loss: 0.031219 | Time: 5927.52 ms [2022-04-25 11:06:05 main:574] : INFO : Epoch 1954 | loss: 0.0312198 | val_loss: 0.0312188 | Time: 5994.91 ms [2022-04-25 11:06:09 main:574] : INFO : Epoch 1955 | loss: 0.0312202 | val_loss: 0.0312201 | Time: 3945.23 ms [2022-04-25 11:06:15 main:574] : INFO : Epoch 1956 | loss: 0.0312207 | val_loss: 0.0312193 | Time: 5527.33 ms [2022-04-25 11:06:21 main:574] : INFO : Epoch 1957 | loss: 0.0312205 | val_loss: 0.0312196 | Time: 6182.45 ms [2022-04-25 11:06:27 main:574] : INFO : Epoch 1958 | loss: 0.0312208 | val_loss: 0.0312197 | Time: 6044.28 ms [2022-04-25 11:06:33 main:574] : INFO : Epoch 1959 | loss: 0.0312204 | val_loss: 0.0312193 | Time: 6139.82 ms [2022-04-25 11:06:39 main:574] : INFO : Epoch 1960 | loss: 0.03122 | val_loss: 0.0312212 | Time: 6057.09 ms [2022-04-25 11:06:46 main:574] : INFO : Epoch 1961 | loss: 0.0312208 | val_loss: 0.0312232 | Time: 5995.97 ms [2022-04-25 11:06:52 main:574] : INFO : Epoch 1962 | loss: 0.0312205 | val_loss: 0.0312216 | Time: 6083.86 ms [2022-04-25 11:06:58 main:574] : INFO : Epoch 1963 | loss: 0.0312254 | val_loss: 0.0312274 | Time: 6120.89 ms [2022-04-25 11:07:04 main:574] : INFO : Epoch 1964 | loss: 0.0312233 | val_loss: 0.031219 | Time: 6009.72 ms [2022-04-25 11:07:10 main:574] : INFO : Epoch 1965 | loss: 0.03122 | val_loss: 0.0312186 | Time: 5995.18 ms [2022-04-25 11:07:17 main:574] : INFO : Epoch 1966 | loss: 0.0312213 | val_loss: 0.0312252 | Time: 6124.93 ms [2022-04-25 11:07:23 main:574] : INFO : Epoch 1967 | loss: 0.0312242 | val_loss: 0.0312184 | Time: 5937.14 ms [2022-04-25 11:07:29 main:574] : INFO : Epoch 1968 | loss: 0.0312212 | val_loss: 0.0312302 | Time: 6036.34 ms [2022-04-25 11:07:35 main:574] : INFO : Epoch 1969 | loss: 0.0312226 | val_loss: 0.031219 | Time: 6127.13 ms [2022-04-25 11:07:42 main:574] : INFO : Epoch 1970 | loss: 0.0312231 | val_loss: 0.0312205 | Time: 6579.89 ms [2022-04-25 11:07:48 main:574] : INFO : Epoch 1971 | loss: 0.0312237 | val_loss: 0.0312218 | Time: 6031.92 ms [2022-04-25 11:07:54 main:574] : INFO : Epoch 1972 | loss: 0.0312263 | val_loss: 0.0312246 | Time: 6017.06 ms [2022-04-25 11:08:00 main:574] : INFO : Epoch 1973 | loss: 0.0312213 | val_loss: 0.0312223 | Time: 6269.43 ms [2022-04-25 11:08:06 main:574] : INFO : Epoch 1974 | loss: 0.0312229 | val_loss: 0.0312215 | Time: 5958.5 ms [2022-04-25 11:08:12 main:574] : INFO : Epoch 1975 | loss: 0.0312213 | val_loss: 0.0312211 | Time: 5972.95 ms [2022-04-25 11:08:18 main:574] : INFO : Epoch 1976 | loss: 0.0312214 | val_loss: 0.0312257 | Time: 5991.4 ms [2022-04-25 11:08:25 main:574] : INFO : Epoch 1977 | loss: 0.031223 | val_loss: 0.0312188 | Time: 6163.75 ms [2022-04-25 11:08:31 main:574] : INFO : Epoch 1978 | loss: 0.0312205 | val_loss: 0.0312191 | Time: 5988.25 ms [2022-04-25 11:08:37 main:574] : INFO : Epoch 1979 | loss: 0.031221 | val_loss: 0.0312331 | Time: 6018.88 ms [2022-04-25 11:08:44 main:574] : INFO : Epoch 1980 | loss: 0.0312247 | val_loss: 0.0312202 | Time: 6191.78 ms [2022-04-25 11:08:50 main:574] : INFO : Epoch 1981 | loss: 0.031222 | val_loss: 0.0312197 | Time: 6029.67 ms [2022-04-25 11:08:56 main:574] : INFO : Epoch 1982 | loss: 0.031222 | val_loss: 0.0312184 | Time: 5999.98 ms [2022-04-25 11:09:02 main:574] : INFO : Epoch 1983 | loss: 0.0312208 | val_loss: 0.0312192 | Time: 6010.62 ms [2022-04-25 11:09:08 main:574] : INFO : Epoch 1984 | loss: 0.0312205 | val_loss: 0.0312185 | Time: 6273.74 ms [2022-04-25 11:09:14 main:574] : INFO : Epoch 1985 | loss: 0.0312203 | val_loss: 0.0312257 | Time: 5920.31 ms [2022-04-25 11:09:20 main:574] : INFO : Epoch 1986 | loss: 0.0312241 | val_loss: 0.0312193 | Time: 5997.5 ms [2022-04-25 11:09:26 main:574] : INFO : Epoch 1987 | loss: 0.0312198 | val_loss: 0.031219 | Time: 6130.38 ms [2022-04-25 11:09:32 main:574] : INFO : Epoch 1988 | loss: 0.0312201 | val_loss: 0.0312192 | Time: 5993.84 ms [2022-04-25 11:09:39 main:574] : INFO : Epoch 1989 | loss: 0.0312216 | val_loss: 0.0312198 | Time: 6051.13 ms [2022-04-25 11:09:45 main:574] : INFO : Epoch 1990 | loss: 0.0312201 | val_loss: 0.0312185 | Time: 6070.72 ms [2022-04-25 11:09:51 main:574] : INFO : Epoch 1991 | loss: 0.0312197 | val_loss: 0.0312231 | Time: 6100.24 ms [2022-04-25 11:09:57 main:574] : INFO : Epoch 1992 | loss: 0.0312221 | val_loss: 0.031218 | Time: 5991.29 ms [2022-04-25 11:10:03 main:574] : INFO : Epoch 1993 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 6071.32 ms [2022-04-25 11:10:10 main:574] : INFO : Epoch 1994 | loss: 0.0312207 | val_loss: 0.0312213 | Time: 6110.51 ms [2022-04-25 11:10:16 main:574] : INFO : Epoch 1995 | loss: 0.0312206 | val_loss: 0.031219 | Time: 6142.72 ms [2022-04-25 11:10:22 main:574] : INFO : Epoch 1996 | loss: 0.0312213 | val_loss: 0.0312241 | Time: 5999.47 ms [2022-04-25 11:10:28 main:574] : INFO : Epoch 1997 | loss: 0.0312221 | val_loss: 0.0312207 | Time: 6051.98 ms [2022-04-25 11:10:34 main:574] : INFO : Epoch 1998 | loss: 0.0312208 | val_loss: 0.0312198 | Time: 6101.87 ms [2022-04-25 11:10:41 main:574] : INFO : Epoch 1999 | loss: 0.031226 | val_loss: 0.0312316 | Time: 6102.63 ms [2022-04-25 11:10:47 main:574] : INFO : Epoch 2000 | loss: 0.0312256 | val_loss: 0.0312195 | Time: 6040.73 ms [2022-04-25 11:10:53 main:574] : INFO : Epoch 2001 | loss: 0.0312211 | val_loss: 0.0312208 | Time: 6094.93 ms [2022-04-25 11:10:59 main:574] : INFO : Epoch 2002 | loss: 0.0312213 | val_loss: 0.0312227 | Time: 6059.89 ms [2022-04-25 11:11:05 main:574] : INFO : Epoch 2003 | loss: 0.0312199 | val_loss: 0.0312184 | Time: 6031.09 ms [2022-04-25 11:11:11 main:574] : INFO : Epoch 2004 | loss: 0.0312197 | val_loss: 0.0312184 | Time: 5653.88 ms [2022-04-25 11:11:18 main:574] : INFO : Epoch 2005 | loss: 0.0312219 | val_loss: 0.0312234 | Time: 6171.1 ms [2022-04-25 11:11:24 main:574] : INFO : Epoch 2006 | loss: 0.0312208 | val_loss: 0.031219 | Time: 5910.11 ms [2022-04-25 11:11:30 main:574] : INFO : Epoch 2007 | loss: 0.0312199 | val_loss: 0.0312206 | Time: 5955.29 ms [2022-04-25 11:11:36 main:574] : INFO : Epoch 2008 | loss: 0.0312208 | val_loss: 0.0312238 | Time: 6114.98 ms [2022-04-25 11:11:43 main:574] : INFO : Epoch 2009 | loss: 0.0312223 | val_loss: 0.0312223 | Time: 6083.05 ms [2022-04-25 11:11:49 main:574] : INFO : Epoch 2010 | loss: 0.031223 | val_loss: 0.0312188 | Time: 6005.7 ms [2022-04-25 11:11:55 main:574] : INFO : Epoch 2011 | loss: 0.0312202 | val_loss: 0.0312184 | Time: 5988.05 ms [2022-04-25 11:12:01 main:574] : INFO : Epoch 2012 | loss: 0.03122 | val_loss: 0.03122 | Time: 6142.76 ms [2022-04-25 11:12:09 main:574] : INFO : Epoch 2013 | loss: 0.0312201 | val_loss: 0.0312191 | Time: 6136.16 ms [2022-04-25 11:12:15 main:574] : INFO : Epoch 2014 | loss: 0.03122 | val_loss: 0.0312183 | Time: 5994.91 ms [2022-04-25 11:12:21 main:574] : INFO : Epoch 2015 | loss: 0.03122 | val_loss: 0.0312205 | Time: 6027.33 ms [2022-04-25 11:12:29 main:574] : INFO : Epoch 2016 | loss: 0.0312215 | val_loss: 0.0312196 | Time: 6053.02 ms [2022-04-25 11:12:35 main:574] : INFO : Epoch 2017 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 6056.88 ms [2022-04-25 11:12:41 main:574] : INFO : Epoch 2018 | loss: 0.0312191 | val_loss: 0.0312189 | Time: 5968.25 ms [2022-04-25 11:12:47 main:574] : INFO : Epoch 2019 | loss: 0.0312199 | val_loss: 0.0312185 | Time: 5995.92 ms [2022-04-25 11:12:53 main:574] : INFO : Epoch 2020 | loss: 0.0312198 | val_loss: 0.0312198 | Time: 5953.68 ms [2022-04-25 11:12:59 main:574] : INFO : Epoch 2021 | loss: 0.0312221 | val_loss: 0.0312208 | Time: 6218.55 ms [2022-04-25 11:13:07 main:574] : INFO : Epoch 2022 | loss: 0.0312213 | val_loss: 0.0312193 | Time: 5984.77 ms [2022-04-25 11:13:13 main:574] : INFO : Epoch 2023 | loss: 0.0312204 | val_loss: 0.0312191 | Time: 6009.61 ms [2022-04-25 11:13:19 main:574] : INFO : Epoch 2024 | loss: 0.031219 | val_loss: 0.0312187 | Time: 5801.07 ms [2022-04-25 11:13:25 main:574] : INFO : Epoch 2025 | loss: 0.0312213 | val_loss: 0.0312192 | Time: 6006.63 ms [2022-04-25 11:13:31 main:574] : INFO : Epoch 2026 | loss: 0.031224 | val_loss: 0.0312181 | Time: 5894.25 ms [2022-04-25 11:13:38 main:574] : INFO : Epoch 2027 | loss: 0.03122 | val_loss: 0.0312185 | Time: 5972.13 ms [2022-04-25 11:13:44 main:574] : INFO : Epoch 2028 | loss: 0.0312203 | val_loss: 0.0312182 | Time: 6053.33 ms [2022-04-25 11:13:50 main:574] : INFO : Epoch 2029 | loss: 0.0312221 | val_loss: 0.0312307 | Time: 6181.97 ms [2022-04-25 11:13:56 main:574] : INFO : Epoch 2030 | loss: 0.0312274 | val_loss: 0.0312249 | Time: 6063.16 ms [2022-04-25 11:14:02 main:574] : INFO : Epoch 2031 | loss: 0.0312204 | val_loss: 0.0312213 | Time: 5985.49 ms [2022-04-25 11:14:10 main:574] : INFO : Epoch 2032 | loss: 0.0312193 | val_loss: 0.0312195 | Time: 5957.31 ms [2022-04-25 11:14:16 main:574] : INFO : Epoch 2033 | loss: 0.0312209 | val_loss: 0.0312196 | Time: 6123.37 ms [2022-04-25 11:14:22 main:574] : INFO : Epoch 2034 | loss: 0.0312209 | val_loss: 0.03122 | Time: 6109.23 ms [2022-04-25 11:14:29 main:574] : INFO : Epoch 2035 | loss: 0.0312202 | val_loss: 0.0312181 | Time: 5985.62 ms [2022-04-25 11:14:35 main:574] : INFO : Epoch 2036 | loss: 0.031222 | val_loss: 0.0312222 | Time: 6005.76 ms [2022-04-25 11:14:41 main:574] : INFO : Epoch 2037 | loss: 0.03122 | val_loss: 0.0312174 | Time: 6021.67 ms [2022-04-25 11:14:47 main:574] : INFO : Epoch 2038 | loss: 0.0312192 | val_loss: 0.0312204 | Time: 6043.3 ms [2022-04-25 11:14:53 main:574] : INFO : Epoch 2039 | loss: 0.0312204 | val_loss: 0.0312213 | Time: 5946.12 ms [2022-04-25 11:14:59 main:574] : INFO : Epoch 2040 | loss: 0.03122 | val_loss: 0.0312184 | Time: 6033.65 ms [2022-04-25 11:15:05 main:574] : INFO : Epoch 2041 | loss: 0.031221 | val_loss: 0.0312179 | Time: 6145.96 ms [2022-04-25 11:15:11 main:574] : INFO : Epoch 2042 | loss: 0.031221 | val_loss: 0.0312187 | Time: 5745.84 ms [2022-04-25 11:15:17 main:574] : INFO : Epoch 2043 | loss: 0.0312198 | val_loss: 0.0312191 | Time: 6023.63 ms [2022-04-25 11:15:24 main:574] : INFO : Epoch 2044 | loss: 0.0312192 | val_loss: 0.0312189 | Time: 6038.55 ms [2022-04-25 11:15:31 main:574] : INFO : Epoch 2045 | loss: 0.0312209 | val_loss: 0.0312241 | Time: 6152.19 ms [2022-04-25 11:15:37 main:574] : INFO : Epoch 2046 | loss: 0.0312222 | val_loss: 0.0312234 | Time: 5994.86 ms [2022-04-25 11:15:43 main:574] : INFO : Epoch 2047 | loss: 0.0312208 | val_loss: 0.0312209 | Time: 6119.58 ms [2022-04-25 11:15:50 main:574] : INFO : Epoch 2048 | loss: 0.0312206 | val_loss: 0.0312184 | Time: 6031.83 ms [2022-04-25 11:15:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312184 [2022-04-25 11:15:51 main:603] : INFO : Saving end state to config to file [2022-04-25 11:15:51 main:608] : INFO : Success, exiting.. 11:15:51 (13464): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)