Task 12800697
| Name | ParityModified-1645996062-6394-0_1 |
| Workunit | 9378912 |
| Created | 8 Mar 2022, 22:39:11 UTC |
| Sent | 8 Mar 2022, 23:16:38 UTC |
| Report deadline | 16 Mar 2022, 23:16:38 UTC |
| Received | 9 Mar 2022, 19:48:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 25 min 37 sec |
| CPU time | 1 hours 23 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311048 | val_loss: 0.0311463 | Time: 2668.94 ms [2022-03-09 20:27:20 main:574] : INFO : Epoch 1543 | loss: 0.0310963 | val_loss: 0.0311534 | Time: 2442.6 ms [2022-03-09 20:27:22 main:574] : INFO : Epoch 1544 | loss: 0.031087 | val_loss: 0.0311512 | Time: 2365.71 ms [2022-03-09 20:27:25 main:574] : INFO : Epoch 1545 | loss: 0.0310837 | val_loss: 0.0311641 | Time: 2617.13 ms [2022-03-09 20:27:28 main:574] : INFO : Epoch 1546 | loss: 0.0310789 | val_loss: 0.031162 | Time: 2676.45 ms [2022-03-09 20:27:30 main:574] : INFO : Epoch 1547 | loss: 0.0310756 | val_loss: 0.0311668 | Time: 2667.03 ms [2022-03-09 20:27:33 main:574] : INFO : Epoch 1548 | loss: 0.031078 | val_loss: 0.0311635 | Time: 2236.85 ms [2022-03-09 20:27:36 main:574] : INFO : Epoch 1549 | loss: 0.0310831 | val_loss: 0.0311547 | Time: 2902.72 ms [2022-03-09 20:27:38 main:574] : INFO : Epoch 1550 | loss: 0.0310803 | val_loss: 0.0311545 | Time: 2502.25 ms [2022-03-09 20:27:41 main:574] : INFO : Epoch 1551 | loss: 0.0310743 | val_loss: 0.0311685 | Time: 2509.11 ms [2022-03-09 20:27:44 main:574] : INFO : Epoch 1552 | loss: 0.0310736 | val_loss: 0.0311629 | Time: 2848.79 ms [2022-03-09 20:27:46 main:574] : INFO : Epoch 1553 | loss: 0.0310735 | val_loss: 0.0311615 | Time: 2619.06 ms [2022-03-09 20:27:49 main:574] : INFO : Epoch 1554 | loss: 0.03107 | val_loss: 0.0311657 | Time: 2408.7 ms [2022-03-09 20:27:51 main:574] : INFO : Epoch 1555 | loss: 0.0310707 | val_loss: 0.0311684 | Time: 2316.88 ms [2022-03-09 20:27:53 main:574] : INFO : Epoch 1556 | loss: 0.0310701 | val_loss: 0.0311699 | Time: 2306.29 ms [2022-03-09 20:27:56 main:574] : INFO : Epoch 1557 | loss: 0.0310702 | val_loss: 0.0311692 | Time: 2318.33 ms [2022-03-09 20:27:58 main:574] : INFO : Epoch 1558 | loss: 0.0310706 | val_loss: 0.0311679 | Time: 2370.54 ms [2022-03-09 20:28:01 main:574] : INFO : Epoch 1559 | loss: 0.0310665 | val_loss: 0.0311701 | Time: 2540.46 ms [2022-03-09 20:28:03 main:574] : INFO : Epoch 1560 | loss: 0.0310684 | val_loss: 0.0311666 | Time: 2340.5 ms [2022-03-09 20:28:06 main:574] : INFO : Epoch 1561 | loss: 0.0310692 | val_loss: 0.031164 | Time: 2621.92 ms [2022-03-09 20:28:08 main:574] : INFO : Epoch 1562 | loss: 0.031068 | val_loss: 0.0311652 | Time: 2532.07 ms [2022-03-09 20:28:12 main:574] : INFO : Epoch 1563 | loss: 0.0310656 | val_loss: 0.0311688 | Time: 3193.92 ms [2022-03-09 20:28:14 main:574] : INFO : Epoch 1564 | loss: 0.0310681 | val_loss: 0.0311712 | Time: 2378.63 ms [2022-03-09 20:28:16 main:574] : INFO : Epoch 1565 | loss: 0.0310696 | val_loss: 0.0311659 | Time: 2402.13 ms [2022-03-09 20:28:19 main:574] : INFO : Epoch 1566 | loss: 0.0310641 | val_loss: 0.031172 | Time: 2641.34 ms [2022-03-09 20:28:22 main:574] : INFO : Epoch 1567 | loss: 0.0310823 | val_loss: 0.0311635 | Time: 2393.22 ms [2022-03-09 20:28:24 main:574] : INFO : Epoch 1568 | loss: 0.0310753 | val_loss: 0.0311638 | Time: 2382.25 ms [2022-03-09 20:28:26 main:574] : INFO : Epoch 1569 | loss: 0.0310688 | val_loss: 0.03116 | Time: 2294.26 ms [2022-03-09 20:28:29 main:574] : INFO : Epoch 1570 | loss: 0.0311063 | val_loss: 0.031161 | Time: 2508.42 ms [2022-03-09 20:28:32 main:574] : INFO : Epoch 1571 | loss: 0.0311162 | val_loss: 0.0311523 | Time: 2568.95 ms [2022-03-09 20:28:34 main:574] : INFO : Epoch 1572 | loss: 0.0311001 | val_loss: 0.0311517 | Time: 2774.73 ms [2022-03-09 20:28:37 main:574] : INFO : Epoch 1573 | loss: 0.0310882 | val_loss: 0.0311478 | Time: 2479.7 ms [2022-03-09 20:28:39 main:574] : INFO : Epoch 1574 | loss: 0.0310864 | val_loss: 0.0311555 | Time: 2353.64 ms [2022-03-09 20:28:42 main:574] : INFO : Epoch 1575 | loss: 0.0310792 | val_loss: 0.0311675 | Time: 2234.91 ms [2022-03-09 20:28:44 main:574] : INFO : Epoch 1576 | loss: 0.0310754 | val_loss: 0.0311627 | Time: 2565.1 ms [2022-03-09 20:28:47 main:574] : INFO : Epoch 1577 | loss: 0.031078 | val_loss: 0.0311638 | Time: 2358.28 ms [2022-03-09 20:28:49 main:574] : INFO : Epoch 1578 | loss: 0.0310755 | val_loss: 0.0311547 | Time: 2460.92 ms [2022-03-09 20:28:52 main:574] : INFO : Epoch 1579 | loss: 0.0310714 | val_loss: 0.0311649 | Time: 2343.85 ms [2022-03-09 20:28:54 main:574] : INFO : Epoch 1580 | loss: 0.0310637 | val_loss: 0.0311697 | Time: 2457.6 ms [2022-03-09 20:28:57 main:574] : INFO : Epoch 1581 | loss: 0.0310663 | val_loss: 0.0311668 | Time: 2657.05 ms [2022-03-09 20:29:00 main:574] : INFO : Epoch 1582 | loss: 0.0310696 | val_loss: 0.0311648 | Time: 2604.73 ms [2022-03-09 20:29:02 main:574] : INFO : Epoch 1583 | loss: 0.0310719 | val_loss: 0.0311805 | Time: 2426.7 ms [2022-03-09 20:29:04 main:574] : INFO : Epoch 1584 | loss: 0.0310674 | val_loss: 0.031172 | Time: 2371.68 ms [2022-03-09 20:29:07 main:574] : INFO : Epoch 1585 | loss: 0.0310632 | val_loss: 0.0311625 | Time: 2328.95 ms [2022-03-09 20:29:09 main:574] : INFO : Epoch 1586 | loss: 0.0310788 | val_loss: 0.0311659 | Time: 2547.61 ms [2022-03-09 20:29:12 main:574] : INFO : Epoch 1587 | loss: 0.0311084 | val_loss: 0.0311529 | Time: 2644.13 ms [2022-03-09 20:29:15 main:574] : INFO : Epoch 1588 | loss: 0.0311018 | val_loss: 0.0311633 | Time: 2573.13 ms [2022-03-09 20:29:17 main:574] : INFO : Epoch 1589 | loss: 0.0310972 | val_loss: 0.031155 | Time: 2442.96 ms [2022-03-09 20:29:20 main:574] : INFO : Epoch 1590 | loss: 0.0310837 | val_loss: 0.0311589 | Time: 2415.03 ms [2022-03-09 20:29:22 main:574] : INFO : Epoch 1591 | loss: 0.0310784 | val_loss: 0.0311615 | Time: 2367.7 ms [2022-03-09 20:29:25 main:574] : INFO : Epoch 1592 | loss: 0.0310739 | val_loss: 0.0311596 | Time: 2559.79 ms [2022-03-09 20:29:27 main:574] : INFO : Epoch 1593 | loss: 0.0310684 | val_loss: 0.031172 | Time: 2248.9 ms [2022-03-09 20:29:30 main:574] : INFO : Epoch 1594 | loss: 0.0310648 | val_loss: 0.0311742 | Time: 3169.95 ms [2022-03-09 20:29:32 main:574] : INFO : Epoch 1595 | loss: 0.0310626 | val_loss: 0.0311738 | Time: 2255.76 ms [2022-03-09 20:29:35 main:574] : INFO : Epoch 1596 | loss: 0.0310604 | val_loss: 0.0311682 | Time: 2266.18 ms [2022-03-09 20:29:37 main:574] : INFO : Epoch 1597 | loss: 0.0310624 | val_loss: 0.0311687 | Time: 2617.62 ms [2022-03-09 20:29:40 main:574] : INFO : Epoch 1598 | loss: 0.0310611 | val_loss: 0.0311672 | Time: 2541.02 ms [2022-03-09 20:29:42 main:574] : INFO : Epoch 1599 | loss: 0.0310617 | val_loss: 0.0311604 | Time: 2401.41 ms [2022-03-09 20:29:45 main:574] : INFO : Epoch 1600 | loss: 0.0310607 | val_loss: 0.0311776 | Time: 2384.38 ms [2022-03-09 20:29:47 main:574] : INFO : Epoch 1601 | loss: 0.0310601 | val_loss: 0.0311782 | Time: 2497.49 ms [2022-03-09 20:29:50 main:574] : INFO : Epoch 1602 | loss: 0.0310618 | val_loss: 0.0311653 | Time: 2523.06 ms [2022-03-09 20:29:52 main:574] : INFO : Epoch 1603 | loss: 0.0310598 | val_loss: 0.0311698 | Time: 2258.7 ms [2022-03-09 20:29:55 main:574] : INFO : Epoch 1604 | loss: 0.0310611 | val_loss: 0.0311804 | Time: 2499.03 ms [2022-03-09 20:29:57 main:574] : INFO : Epoch 1605 | loss: 0.0310621 | val_loss: 0.0311704 | Time: 2418.21 ms [2022-03-09 20:30:00 main:574] : INFO : Epoch 1606 | loss: 0.0310637 | val_loss: 0.031172 | Time: 2474.97 ms [2022-03-09 20:30:03 main:574] : INFO : Epoch 1607 | loss: 0.0310625 | val_loss: 0.0311771 | Time: 2795.02 ms [2022-03-09 20:30:05 main:574] : INFO : Epoch 1608 | loss: 0.0310635 | val_loss: 0.0311651 | Time: 2592.48 ms [2022-03-09 20:30:08 main:574] : INFO : Epoch 1609 | loss: 0.0310592 | val_loss: 0.0311681 | Time: 2275.9 ms [2022-03-09 20:30:10 main:574] : INFO : Epoch 1610 | loss: 0.0310698 | val_loss: 0.0311748 | Time: 2319.55 ms [2022-03-09 20:30:12 main:574] : INFO : Epoch 1611 | loss: 0.0310742 | val_loss: 0.03116 | Time: 2406.82 ms [2022-03-09 20:30:15 main:574] : INFO : Epoch 1612 | loss: 0.0310734 | val_loss: 0.031162 | Time: 2497.9 ms [2022-03-09 20:30:17 main:574] : INFO : Epoch 1613 | loss: 0.0310669 | val_loss: 0.0311622 | Time: 2399.62 ms [2022-03-09 20:30:20 main:574] : INFO : Epoch 1614 | loss: 0.0310695 | val_loss: 0.0311583 | Time: 2339.16 ms [2022-03-09 20:30:22 main:574] : INFO : Epoch 1615 | loss: 0.0310704 | val_loss: 0.0311613 | Time: 2263.79 ms [2022-03-09 20:30:25 main:574] : INFO : Epoch 1616 | loss: 0.0310663 | val_loss: 0.0311704 | Time: 2424.52 ms [2022-03-09 20:30:27 main:574] : INFO : Epoch 1617 | loss: 0.0310647 | val_loss: 0.0311659 | Time: 2269.27 ms [2022-03-09 20:30:29 main:574] : INFO : Epoch 1618 | loss: 0.0310651 | val_loss: 0.0311798 | Time: 2430.41 ms [2022-03-09 20:30:32 main:574] : INFO : Epoch 1619 | loss: 0.0310663 | val_loss: 0.031168 | Time: 2448.62 ms [2022-03-09 20:30:34 main:574] : INFO : Epoch 1620 | loss: 0.0310677 | val_loss: 0.0311664 | Time: 2424.47 ms [2022-03-09 20:30:37 main:574] : INFO : Epoch 1621 | loss: 0.0310643 | val_loss: 0.0311727 | Time: 2761.13 ms [2022-03-09 20:30:40 main:574] : INFO : Epoch 1622 | loss: 0.0310625 | val_loss: 0.0311896 | Time: 2403.94 ms [2022-03-09 20:30:42 main:574] : INFO : Epoch 1623 | loss: 0.0310586 | val_loss: 0.0311737 | Time: 2499.23 ms [2022-03-09 20:30:45 main:574] : INFO : Epoch 1624 | loss: 0.0310645 | val_loss: 0.0311683 | Time: 2436.61 ms [2022-03-09 20:30:47 main:574] : INFO : Epoch 1625 | loss: 0.0310656 | val_loss: 0.0311706 | Time: 2412.71 ms [2022-03-09 20:30:50 main:574] : INFO : Epoch 1626 | loss: 0.0310645 | val_loss: 0.0311722 | Time: 2526.85 ms [2022-03-09 20:30:52 main:574] : INFO : Epoch 1627 | loss: 0.0310687 | val_loss: 0.0311654 | Time: 2472.76 ms [2022-03-09 20:30:55 main:574] : INFO : Epoch 1628 | loss: 0.0310689 | val_loss: 0.0311691 | Time: 2439.39 ms [2022-03-09 20:30:57 main:574] : INFO : Epoch 1629 | loss: 0.0310628 | val_loss: 0.0311729 | Time: 2624.5 ms [2022-03-09 20:31:00 main:574] : INFO : Epoch 1630 | loss: 0.0310599 | val_loss: 0.0311719 | Time: 2618.77 ms [2022-03-09 20:31:02 main:574] : INFO : Epoch 1631 | loss: 0.0310636 | val_loss: 0.031175 | Time: 2303 ms [2022-03-09 20:31:05 main:574] : INFO : Epoch 1632 | loss: 0.0310599 | val_loss: 0.0311752 | Time: 2324.22 ms [2022-03-09 20:31:07 main:574] : INFO : Epoch 1633 | loss: 0.0310594 | val_loss: 0.0311699 | Time: 2442.05 ms [2022-03-09 20:31:10 main:574] : INFO : Epoch 1634 | loss: 0.0310619 | val_loss: 0.0311752 | Time: 2472.67 ms [2022-03-09 20:31:12 main:574] : INFO : Epoch 1635 | loss: 0.0310632 | val_loss: 0.0311829 | Time: 2543.82 ms [2022-03-09 20:31:15 main:574] : INFO : Epoch 1636 | loss: 0.0310732 | val_loss: 0.0311681 | Time: 2403.35 ms [2022-03-09 20:31:18 main:574] : INFO : Epoch 1637 | loss: 0.0310685 | val_loss: 0.031167 | Time: 2726.67 ms [2022-03-09 20:31:21 main:574] : INFO : Epoch 1638 | loss: 0.0310656 | val_loss: 0.0311694 | Time: 2936 ms [2022-03-09 20:31:23 main:574] : INFO : Epoch 1639 | loss: 0.0310661 | val_loss: 0.0311659 | Time: 2384.55 ms [2022-03-09 20:31:25 main:574] : INFO : Epoch 1640 | loss: 0.0310674 | val_loss: 0.0311708 | Time: 2351.85 ms [2022-03-09 20:31:28 main:574] : INFO : Epoch 1641 | loss: 0.031061 | val_loss: 0.0311623 | Time: 2241.07 ms [2022-03-09 20:31:30 main:574] : INFO : Epoch 1642 | loss: 0.0310601 | val_loss: 0.0311777 | Time: 2457.5 ms [2022-03-09 20:31:33 main:574] : INFO : Epoch 1643 | loss: 0.0310597 | val_loss: 0.0311758 | Time: 2917.47 ms [2022-03-09 20:31:36 main:574] : INFO : Epoch 1644 | loss: 0.0310697 | val_loss: 0.0311726 | Time: 3013.38 ms [2022-03-09 20:31:39 main:574] : INFO : Epoch 1645 | loss: 0.031063 | val_loss: 0.0311715 | Time: 2493.47 ms [2022-03-09 20:31:41 main:574] : INFO : Epoch 1646 | loss: 0.0310675 | val_loss: 0.0311683 | Time: 2482.17 ms [2022-03-09 20:31:43 main:574] : INFO : Epoch 1647 | loss: 0.0310652 | val_loss: 0.0311724 | Time: 2356.29 ms [2022-03-09 20:31:46 main:574] : INFO : Epoch 1648 | loss: 0.031072 | val_loss: 0.0311664 | Time: 2333.82 ms [2022-03-09 20:31:48 main:574] : INFO : Epoch 1649 | loss: 0.0310743 | val_loss: 0.0311692 | Time: 2388 ms [2022-03-09 20:31:51 main:574] : INFO : Epoch 1650 | loss: 0.0310993 | val_loss: 0.0311559 | Time: 2320.52 ms [2022-03-09 20:31:53 main:574] : INFO : Epoch 1651 | loss: 0.0310943 | val_loss: 0.0311579 | Time: 2280.95 ms [2022-03-09 20:31:55 main:574] : INFO : Epoch 1652 | loss: 0.0310742 | val_loss: 0.0311611 | Time: 2246.1 ms [2022-03-09 20:31:58 main:574] : INFO : Epoch 1653 | loss: 0.0310651 | val_loss: 0.0311727 | Time: 2346.76 ms [2022-03-09 20:32:00 main:574] : INFO : Epoch 1654 | loss: 0.0310637 | val_loss: 0.0311711 | Time: 2530.51 ms [2022-03-09 20:32:03 main:574] : INFO : Epoch 1655 | loss: 0.0310665 | val_loss: 0.0311642 | Time: 3058.41 ms [2022-03-09 20:32:06 main:574] : INFO : Epoch 1656 | loss: 0.0310639 | val_loss: 0.0311734 | Time: 2378.54 ms [2022-03-09 20:32:08 main:574] : INFO : Epoch 1657 | loss: 0.0310588 | val_loss: 0.0311802 | Time: 2464.31 ms [2022-03-09 20:32:11 main:574] : INFO : Epoch 1658 | loss: 0.0310605 | val_loss: 0.0311626 | Time: 2549.57 ms [2022-03-09 20:32:13 main:574] : INFO : Epoch 1659 | loss: 0.0310784 | val_loss: 0.0311683 | Time: 2428.94 ms [2022-03-09 20:32:16 main:574] : INFO : Epoch 1660 | loss: 0.0310724 | val_loss: 0.0311589 | Time: 2322.28 ms [2022-03-09 20:32:18 main:574] : INFO : Epoch 1661 | loss: 0.0310648 | val_loss: 0.0311741 | Time: 2355.18 ms [2022-03-09 20:32:20 main:574] : INFO : Epoch 1662 | loss: 0.0310647 | val_loss: 0.0311777 | Time: 2338.87 ms [2022-03-09 20:32:23 main:574] : INFO : Epoch 1663 | loss: 0.0310648 | val_loss: 0.0311681 | Time: 2358.94 ms [2022-03-09 20:32:25 main:574] : INFO : Epoch 1664 | loss: 0.0310625 | val_loss: 0.0311688 | Time: 2345.64 ms [2022-03-09 20:32:28 main:574] : INFO : Epoch 1665 | loss: 0.0310612 | val_loss: 0.0311667 | Time: 2393.15 ms [2022-03-09 20:32:30 main:574] : INFO : Epoch 1666 | loss: 0.0310624 | val_loss: 0.0311697 | Time: 2467.45 ms [2022-03-09 20:32:33 main:574] : INFO : Epoch 1667 | loss: 0.0310609 | val_loss: 0.031172 | Time: 2532.75 ms [2022-03-09 20:32:35 main:574] : INFO : Epoch 1668 | loss: 0.0310609 | val_loss: 0.031163 | Time: 2549.85 ms [2022-03-09 20:32:38 main:574] : INFO : Epoch 1669 | loss: 0.0310645 | val_loss: 0.0311696 | Time: 2518.75 ms [2022-03-09 20:32:40 main:574] : INFO : Epoch 1670 | loss: 0.0310598 | val_loss: 0.0311757 | Time: 2387.35 ms [2022-03-09 20:32:43 main:574] : INFO : Epoch 1671 | loss: 0.0310587 | val_loss: 0.0311713 | Time: 2390.53 ms [2022-03-09 20:32:45 main:574] : INFO : Epoch 1672 | loss: 0.0310584 | val_loss: 0.0311808 | Time: 2368.12 ms [2022-03-09 20:32:48 main:574] : INFO : Epoch 1673 | loss: 0.0310602 | val_loss: 0.0311705 | Time: 2437.12 ms [2022-03-09 20:32:50 main:574] : INFO : Epoch 1674 | loss: 0.0310643 | val_loss: 0.0311645 | Time: 2343.06 ms [2022-03-09 20:32:52 main:574] : INFO : Epoch 1675 | loss: 0.0310634 | val_loss: 0.0311766 | Time: 2404.28 ms [2022-03-09 20:32:55 main:574] : INFO : Epoch 1676 | loss: 0.0310615 | val_loss: 0.0311833 | Time: 2427.57 ms [2022-03-09 20:32:57 main:574] : INFO : Epoch 1677 | loss: 0.0310669 | val_loss: 0.0311703 | Time: 2326.55 ms [2022-03-09 20:33:00 main:574] : INFO : Epoch 1678 | loss: 0.0310682 | val_loss: 0.0311688 | Time: 2390.94 ms [2022-03-09 20:33:02 main:574] : INFO : Epoch 1679 | loss: 0.0310616 | val_loss: 0.0311687 | Time: 2454.83 ms [2022-03-09 20:33:04 main:574] : INFO : Epoch 1680 | loss: 0.0310619 | val_loss: 0.0311782 | Time: 2278.23 ms [2022-03-09 20:33:08 main:574] : INFO : Epoch 1681 | loss: 0.0310616 | val_loss: 0.0311767 | Time: 3197.98 ms [2022-03-09 20:33:10 main:574] : INFO : Epoch 1682 | loss: 0.031065 | val_loss: 0.0311676 | Time: 2576.4 ms [2022-03-09 20:33:13 main:574] : INFO : Epoch 1683 | loss: 0.0310695 | val_loss: 0.0311719 | Time: 2271.38 ms [2022-03-09 20:33:15 main:574] : INFO : Epoch 1684 | loss: 0.0310645 | val_loss: 0.0311755 | Time: 2259.73 ms [2022-03-09 20:33:17 main:574] : INFO : Epoch 1685 | loss: 0.0310633 | val_loss: 0.0311848 | Time: 2347.67 ms [2022-03-09 20:33:20 main:574] : INFO : Epoch 1686 | loss: 0.0310635 | val_loss: 0.0311671 | Time: 2365.89 ms [2022-03-09 20:33:22 main:574] : INFO : Epoch 1687 | loss: 0.0310636 | val_loss: 0.0311818 | Time: 2553.33 ms [2022-03-09 20:33:25 main:574] : INFO : Epoch 1688 | loss: 0.0310726 | val_loss: 0.0311593 | Time: 2455.07 ms [2022-03-09 20:33:27 main:574] : INFO : Epoch 1689 | loss: 0.0311112 | val_loss: 0.0311613 | Time: 2482.91 ms [2022-03-09 20:33:30 main:574] : INFO : Epoch 1690 | loss: 0.031104 | val_loss: 0.0311451 | Time: 2392.68 ms [2022-03-09 20:33:32 main:574] : INFO : Epoch 1691 | loss: 0.0310897 | val_loss: 0.0311523 | Time: 2727.28 ms [2022-03-09 20:33:35 main:574] : INFO : Epoch 1692 | loss: 0.031085 | val_loss: 0.0311657 | Time: 2463.62 ms [2022-03-09 20:33:37 main:574] : INFO : Epoch 1693 | loss: 0.0310808 | val_loss: 0.0311653 | Time: 2440.33 ms [2022-03-09 20:33:40 main:574] : INFO : Epoch 1694 | loss: 0.0310867 | val_loss: 0.0311623 | Time: 2310.24 ms [2022-03-09 20:33:42 main:574] : INFO : Epoch 1695 | loss: 0.031087 | val_loss: 0.031168 | Time: 2500.42 ms [2022-03-09 20:33:45 main:574] : INFO : Epoch 1696 | loss: 0.0310782 | val_loss: 0.031167 | Time: 2339.06 ms [2022-03-09 20:33:47 main:574] : INFO : Epoch 1697 | loss: 0.0310744 | val_loss: 0.0311638 | Time: 2590.6 ms [2022-03-09 20:33:50 main:574] : INFO : Epoch 1698 | loss: 0.0310723 | val_loss: 0.0311693 | Time: 2619.84 ms [2022-03-09 20:33:52 main:574] : INFO : Epoch 1699 | loss: 0.0310648 | val_loss: 0.031169 | Time: 2425.76 ms [2022-03-09 20:33:55 main:574] : INFO : Epoch 1700 | loss: 0.0310656 | val_loss: 0.0311734 | Time: 2306.65 ms [2022-03-09 20:33:57 main:574] : INFO : Epoch 1701 | loss: 0.0310637 | val_loss: 0.0311663 | Time: 2436.35 ms [2022-03-09 20:34:00 main:574] : INFO : Epoch 1702 | loss: 0.0310614 | val_loss: 0.0311734 | Time: 2472.22 ms [2022-03-09 20:34:02 main:574] : INFO : Epoch 1703 | loss: 0.0310599 | val_loss: 0.0311724 | Time: 2525.49 ms [2022-03-09 20:34:05 main:574] : INFO : Epoch 1704 | loss: 0.03106 | val_loss: 0.0311758 | Time: 2516.52 ms [2022-03-09 20:34:08 main:574] : INFO : Epoch 1705 | loss: 0.0310594 | val_loss: 0.0311746 | Time: 2450.64 ms [2022-03-09 20:34:10 main:574] : INFO : Epoch 1706 | loss: 0.0310615 | val_loss: 0.0311763 | Time: 2455.88 ms [2022-03-09 20:34:13 main:574] : INFO : Epoch 1707 | loss: 0.031058 | val_loss: 0.0311701 | Time: 2493.72 ms [2022-03-09 20:34:15 main:574] : INFO : Epoch 1708 | loss: 0.0310586 | val_loss: 0.0311734 | Time: 2359 ms [2022-03-09 20:34:17 main:574] : INFO : Epoch 1709 | loss: 0.0310609 | val_loss: 0.0311695 | Time: 2424.53 ms [2022-03-09 20:34:20 main:574] : INFO : Epoch 1710 | loss: 0.0310609 | val_loss: 0.0311738 | Time: 2262.5 ms [2022-03-09 20:34:22 main:574] : INFO : Epoch 1711 | loss: 0.0310647 | val_loss: 0.0311734 | Time: 2261.95 ms [2022-03-09 20:34:25 main:574] : INFO : Epoch 1712 | loss: 0.0310639 | val_loss: 0.0311719 | Time: 3047.43 ms [2022-03-09 20:34:27 main:574] : INFO : Epoch 1713 | loss: 0.0310604 | val_loss: 0.0311751 | Time: 2326.98 ms [2022-03-09 20:34:30 main:574] : INFO : Epoch 1714 | loss: 0.0310598 | val_loss: 0.0311756 | Time: 2368.26 ms [2022-03-09 20:34:32 main:574] : INFO : Epoch 1715 | loss: 0.0310577 | val_loss: 0.0311801 | Time: 2312.98 ms [2022-03-09 20:34:35 main:574] : INFO : Epoch 1716 | loss: 0.0310629 | val_loss: 0.0311577 | Time: 2363.34 ms [2022-03-09 20:34:37 main:574] : INFO : Epoch 1717 | loss: 0.0310713 | val_loss: 0.0311821 | Time: 2641.73 ms [2022-03-09 20:34:40 main:574] : INFO : Epoch 1718 | loss: 0.0310655 | val_loss: 0.0311635 | Time: 2421.6 ms [2022-03-09 20:34:42 main:574] : INFO : Epoch 1719 | loss: 0.0310633 | val_loss: 0.0311886 | Time: 2353.59 ms [2022-03-09 20:34:44 main:574] : INFO : Epoch 1720 | loss: 0.0310621 | val_loss: 0.031185 | Time: 2273.98 ms [2022-03-09 20:34:47 main:574] : INFO : Epoch 1721 | loss: 0.0310602 | val_loss: 0.0311751 | Time: 2463.3 ms [2022-03-09 20:34:49 main:574] : INFO : Epoch 1722 | loss: 0.031066 | val_loss: 0.0311575 | Time: 2436.77 ms [2022-03-09 20:34:52 main:574] : INFO : Epoch 1723 | loss: 0.0310731 | val_loss: 0.0311683 | Time: 2613.26 ms [2022-03-09 20:34:55 main:574] : INFO : Epoch 1724 | loss: 0.0310619 | val_loss: 0.0311725 | Time: 2861.21 ms [2022-03-09 20:34:57 main:574] : INFO : Epoch 1725 | loss: 0.0310625 | val_loss: 0.0311676 | Time: 2473.29 ms [2022-03-09 20:35:00 main:574] : INFO : Epoch 1726 | loss: 0.0310661 | val_loss: 0.0311667 | Time: 2603.81 ms [2022-03-09 20:35:03 main:574] : INFO : Epoch 1727 | loss: 0.03106 | val_loss: 0.0311728 | Time: 2535.65 ms [2022-03-09 20:35:05 main:574] : INFO : Epoch 1728 | loss: 0.0310586 | val_loss: 0.031172 | Time: 2609.68 ms [2022-03-09 20:35:08 main:574] : INFO : Epoch 1729 | loss: 0.031064 | val_loss: 0.0311765 | Time: 2334.62 ms [2022-03-09 20:35:10 main:574] : INFO : Epoch 1730 | loss: 0.0310682 | val_loss: 0.0311761 | Time: 2486.15 ms [2022-03-09 20:35:13 main:574] : INFO : Epoch 1731 | loss: 0.0310671 | val_loss: 0.0311776 | Time: 2343.69 ms [2022-03-09 20:35:15 main:574] : INFO : Epoch 1732 | loss: 0.0310698 | val_loss: 0.0311774 | Time: 2357.17 ms [2022-03-09 20:35:18 main:574] : INFO : Epoch 1733 | loss: 0.0310642 | val_loss: 0.0311715 | Time: 2571.9 ms [2022-03-09 20:35:20 main:574] : INFO : Epoch 1734 | loss: 0.0310655 | val_loss: 0.0311671 | Time: 2697.88 ms [2022-03-09 20:35:23 main:574] : INFO : Epoch 1735 | loss: 0.0310588 | val_loss: 0.0311727 | Time: 2590.92 ms [2022-03-09 20:35:25 main:574] : INFO : Epoch 1736 | loss: 0.0310599 | val_loss: 0.0311677 | Time: 2373.25 ms [2022-03-09 20:35:28 main:574] : INFO : Epoch 1737 | loss: 0.0310637 | val_loss: 0.0311768 | Time: 2294.39 ms [2022-03-09 20:35:30 main:574] : INFO : Epoch 1738 | loss: 0.0310614 | val_loss: 0.031168 | Time: 2475.68 ms [2022-03-09 20:35:33 main:574] : INFO : Epoch 1739 | loss: 0.0310652 | val_loss: 0.0311684 | Time: 2396.75 ms [2022-03-09 20:35:35 main:574] : INFO : Epoch 1740 | loss: 0.031078 | val_loss: 0.0311766 | Time: 2349.44 ms [2022-03-09 20:35:38 main:574] : INFO : Epoch 1741 | loss: 0.0310781 | val_loss: 0.0311733 | Time: 2470.34 ms [2022-03-09 20:35:40 main:574] : INFO : Epoch 1742 | loss: 0.0310637 | val_loss: 0.0311737 | Time: 2386.63 ms [2022-03-09 20:35:43 main:574] : INFO : Epoch 1743 | loss: 0.0310622 | val_loss: 0.0311696 | Time: 2541.36 ms [2022-03-09 20:35:45 main:574] : INFO : Epoch 1744 | loss: 0.0310656 | val_loss: 0.0311733 | Time: 2550.65 ms [2022-03-09 20:35:48 main:574] : INFO : Epoch 1745 | loss: 0.0310618 | val_loss: 0.0311714 | Time: 2417.1 ms [2022-03-09 20:35:50 main:574] : INFO : Epoch 1746 | loss: 0.0310673 | val_loss: 0.031169 | Time: 2500.65 ms [2022-03-09 20:35:53 main:574] : INFO : Epoch 1747 | loss: 0.0310641 | val_loss: 0.0311791 | Time: 2803.57 ms [2022-03-09 20:35:56 main:574] : INFO : Epoch 1748 | loss: 0.0310603 | val_loss: 0.0311714 | Time: 2513.31 ms [2022-03-09 20:35:58 main:574] : INFO : Epoch 1749 | loss: 0.031057 | val_loss: 0.0311862 | Time: 2429.09 ms [2022-03-09 20:36:00 main:574] : INFO : Epoch 1750 | loss: 0.0310574 | val_loss: 0.0311822 | Time: 2438.2 ms [2022-03-09 20:36:03 main:574] : INFO : Epoch 1751 | loss: 0.0310574 | val_loss: 0.0311711 | Time: 2432.44 ms [2022-03-09 20:36:05 main:574] : INFO : Epoch 1752 | loss: 0.0310605 | val_loss: 0.0311802 | Time: 2323.56 ms [2022-03-09 20:36:08 main:574] : INFO : Epoch 1753 | loss: 0.0310706 | val_loss: 0.0311688 | Time: 2273.36 ms [2022-03-09 20:36:10 main:574] : INFO : Epoch 1754 | loss: 0.0310828 | val_loss: 0.0311735 | Time: 2355.05 ms [2022-03-09 20:36:12 main:574] : INFO : Epoch 1755 | loss: 0.0310843 | val_loss: 0.0311657 | Time: 2343.02 ms [2022-03-09 20:36:15 main:574] : INFO : Epoch 1756 | loss: 0.0310688 | val_loss: 0.0311719 | Time: 2368.23 ms [2022-03-09 20:36:17 main:574] : INFO : Epoch 1757 | loss: 0.0310647 | val_loss: 0.0311653 | Time: 2460.49 ms [2022-03-09 20:36:20 main:574] : INFO : Epoch 1758 | loss: 0.0310615 | val_loss: 0.031169 | Time: 2405.92 ms [2022-03-09 20:36:22 main:574] : INFO : Epoch 1759 | loss: 0.0310581 | val_loss: 0.0311737 | Time: 2434.76 ms [2022-03-09 20:36:25 main:574] : INFO : Epoch 1760 | loss: 0.0310557 | val_loss: 0.0311766 | Time: 2601.25 ms [2022-03-09 20:36:27 main:574] : INFO : Epoch 1761 | loss: 0.0310541 | val_loss: 0.0311742 | Time: 2373.71 ms [2022-03-09 20:36:30 main:574] : INFO : Epoch 1762 | loss: 0.0310567 | val_loss: 0.0312092 | Time: 2430.31 ms [2022-03-09 20:36:32 main:574] : INFO : Epoch 1763 | loss: 0.0311477 | val_loss: 0.0311757 | Time: 2208.25 ms [2022-03-09 20:36:34 main:574] : INFO : Epoch 1764 | loss: 0.0311462 | val_loss: 0.0311815 | Time: 2348.72 ms [2022-03-09 20:36:37 main:574] : INFO : Epoch 1765 | loss: 0.0311581 | val_loss: 0.0311854 | Time: 2276.73 ms [2022-03-09 20:36:39 main:574] : INFO : Epoch 1766 | loss: 0.031129 | val_loss: 0.0311612 | Time: 2417.9 ms [2022-03-09 20:36:42 main:574] : INFO : Epoch 1767 | loss: 0.0311064 | val_loss: 0.0311558 | Time: 2458.34 ms [2022-03-09 20:36:45 main:574] : INFO : Epoch 1768 | loss: 0.0310956 | val_loss: 0.0311462 | Time: 2846.19 ms [2022-03-09 20:36:47 main:574] : INFO : Epoch 1769 | loss: 0.03109 | val_loss: 0.0311536 | Time: 2607.12 ms [2022-03-09 20:36:50 main:574] : INFO : Epoch 1770 | loss: 0.0310854 | val_loss: 0.0311573 | Time: 2292.98 ms [2022-03-09 20:36:52 main:574] : INFO : Epoch 1771 | loss: 0.0310827 | val_loss: 0.0311529 | Time: 2372.39 ms [2022-03-09 20:36:54 main:574] : INFO : Epoch 1772 | loss: 0.0310798 | val_loss: 0.0311625 | Time: 2473.87 ms [2022-03-09 20:36:57 main:574] : INFO : Epoch 1773 | loss: 0.0310764 | val_loss: 0.0311617 | Time: 2451.84 ms [2022-03-09 20:36:59 main:574] : INFO : Epoch 1774 | loss: 0.0310731 | val_loss: 0.0311633 | Time: 2340.4 ms [2022-03-09 20:37:02 main:574] : INFO : Epoch 1775 | loss: 0.0310684 | val_loss: 0.0311683 | Time: 2393.67 ms [2022-03-09 20:37:04 main:574] : INFO : Epoch 1776 | loss: 0.0310664 | val_loss: 0.0311661 | Time: 2630.8 ms [2022-03-09 20:37:07 main:574] : INFO : Epoch 1777 | loss: 0.031065 | val_loss: 0.0311603 | Time: 2556.4 ms [2022-03-09 20:37:09 main:574] : INFO : Epoch 1778 | loss: 0.0310623 | val_loss: 0.0311797 | Time: 2304.92 ms [2022-03-09 20:37:12 main:574] : INFO : Epoch 1779 | loss: 0.0310633 | val_loss: 0.0311746 | Time: 2332.63 ms [2022-03-09 20:37:14 main:574] : INFO : Epoch 1780 | loss: 0.0310661 | val_loss: 0.0311668 | Time: 2557.72 ms [2022-03-09 20:37:17 main:574] : INFO : Epoch 1781 | loss: 0.0310643 | val_loss: 0.0311806 | Time: 2873.62 ms [2022-03-09 20:37:20 main:574] : INFO : Epoch 1782 | loss: 0.0310706 | val_loss: 0.0311567 | Time: 2323.09 ms [2022-03-09 20:37:22 main:574] : INFO : Epoch 1783 | loss: 0.0310933 | val_loss: 0.0311748 | Time: 2474.59 ms [2022-03-09 20:37:25 main:574] : INFO : Epoch 1784 | loss: 0.0310844 | val_loss: 0.0311622 | Time: 2565.11 ms [2022-03-09 20:37:28 main:574] : INFO : Epoch 1785 | loss: 0.0310794 | val_loss: 0.0311635 | Time: 2718.03 ms [2022-03-09 20:37:30 main:574] : INFO : Epoch 1786 | loss: 0.031071 | val_loss: 0.0311717 | Time: 2503.32 ms [2022-03-09 20:37:33 main:574] : INFO : Epoch 1787 | loss: 0.0310662 | val_loss: 0.0311767 | Time: 2354.97 ms [2022-03-09 20:37:35 main:574] : INFO : Epoch 1788 | loss: 0.0310659 | val_loss: 0.03116 | Time: 2673.08 ms [2022-03-09 20:37:38 main:574] : INFO : Epoch 1789 | loss: 0.0310676 | val_loss: 0.031174 | Time: 2479.35 ms [2022-03-09 20:37:40 main:574] : INFO : Epoch 1790 | loss: 0.0310616 | val_loss: 0.031172 | Time: 2491 ms [2022-03-09 20:37:43 main:574] : INFO : Epoch 1791 | loss: 0.0310601 | val_loss: 0.031169 | Time: 2242.42 ms [2022-03-09 20:37:45 main:574] : INFO : Epoch 1792 | loss: 0.0310578 | val_loss: 0.0311764 | Time: 2305.48 ms [2022-03-09 20:37:47 main:574] : INFO : Epoch 1793 | loss: 0.0310596 | val_loss: 0.0311733 | Time: 2282.76 ms [2022-03-09 20:37:50 main:574] : INFO : Epoch 1794 | loss: 0.0310597 | val_loss: 0.0311815 | Time: 2446.35 ms [2022-03-09 20:37:52 main:574] : INFO : Epoch 1795 | loss: 0.0310584 | val_loss: 0.0311607 | Time: 2635.53 ms [2022-03-09 20:37:55 main:574] : INFO : Epoch 1796 | loss: 0.0310633 | val_loss: 0.0311796 | Time: 2698.68 ms [2022-03-09 20:37:57 main:574] : INFO : Epoch 1797 | loss: 0.0310608 | val_loss: 0.0311791 | Time: 2316.46 ms [2022-03-09 20:38:00 main:574] : INFO : Epoch 1798 | loss: 0.031058 | val_loss: 0.0311749 | Time: 2482.59 ms [2022-03-09 20:38:02 main:574] : INFO : Epoch 1799 | loss: 0.0310556 | val_loss: 0.0311749 | Time: 2373.33 ms [2022-03-09 20:38:05 main:574] : INFO : Epoch 1800 | loss: 0.0310602 | val_loss: 0.0311707 | Time: 2389.25 ms [2022-03-09 20:38:07 main:574] : INFO : Epoch 1801 | loss: 0.0310612 | val_loss: 0.0311678 | Time: 2325.97 ms [2022-03-09 20:38:09 main:574] : INFO : Epoch 1802 | loss: 0.0310592 | val_loss: 0.031177 | Time: 2285.88 ms [2022-03-09 20:38:12 main:574] : INFO : Epoch 1803 | loss: 0.0310582 | val_loss: 0.0311728 | Time: 2717.14 ms [2022-03-09 20:38:15 main:574] : INFO : Epoch 1804 | loss: 0.0310602 | val_loss: 0.0311705 | Time: 2278.85 ms [2022-03-09 20:38:17 main:574] : INFO : Epoch 1805 | loss: 0.0310595 | val_loss: 0.0311749 | Time: 2631.76 ms [2022-03-09 20:38:20 main:574] : INFO : Epoch 1806 | loss: 0.0310548 | val_loss: 0.0311769 | Time: 2409.2 ms [2022-03-09 20:38:22 main:574] : INFO : Epoch 1807 | loss: 0.0310582 | val_loss: 0.031175 | Time: 2504.04 ms [2022-03-09 20:38:25 main:574] : INFO : Epoch 1808 | loss: 0.0310591 | val_loss: 0.0311774 | Time: 2389 ms [2022-03-09 20:38:27 main:574] : INFO : Epoch 1809 | loss: 0.0310577 | val_loss: 0.0311731 | Time: 2512.31 ms [2022-03-09 20:38:30 main:574] : INFO : Epoch 1810 | loss: 0.0310588 | val_loss: 0.0311721 | Time: 2413.28 ms [2022-03-09 20:38:32 main:574] : INFO : Epoch 1811 | loss: 0.0310541 | val_loss: 0.0311944 | Time: 2374.73 ms [2022-03-09 20:38:34 main:574] : INFO : Epoch 1812 | loss: 0.0310616 | val_loss: 0.0311683 | Time: 2312.11 ms [2022-03-09 20:38:37 main:574] : INFO : Epoch 1813 | loss: 0.0310556 | val_loss: 0.0311796 | Time: 2415.16 ms [2022-03-09 20:38:39 main:574] : INFO : Epoch 1814 | loss: 0.0310584 | val_loss: 0.0311641 | Time: 2294.96 ms [2022-03-09 20:38:42 main:574] : INFO : Epoch 1815 | loss: 0.0310898 | val_loss: 0.0311742 | Time: 2459.7 ms [2022-03-09 20:38:44 main:574] : INFO : Epoch 1816 | loss: 0.0310897 | val_loss: 0.0311625 | Time: 2663.66 ms [2022-03-09 20:38:47 main:574] : INFO : Epoch 1817 | loss: 0.0310777 | val_loss: 0.0311706 | Time: 2481.49 ms [2022-03-09 20:38:49 main:574] : INFO : Epoch 1818 | loss: 0.0310719 | val_loss: 0.0311623 | Time: 2317.07 ms [2022-03-09 20:38:52 main:574] : INFO : Epoch 1819 | loss: 0.0310928 | val_loss: 0.03116 | Time: 2302.99 ms [2022-03-09 20:38:54 main:574] : INFO : Epoch 1820 | loss: 0.031079 | val_loss: 0.0311674 | Time: 2299.55 ms [2022-03-09 20:38:57 main:574] : INFO : Epoch 1821 | loss: 0.031074 | val_loss: 0.0311624 | Time: 2594.46 ms [2022-03-09 20:38:59 main:574] : INFO : Epoch 1822 | loss: 0.0310645 | val_loss: 0.0311734 | Time: 2482.74 ms [2022-03-09 20:39:01 main:574] : INFO : Epoch 1823 | loss: 0.0310771 | val_loss: 0.0311637 | Time: 2334.73 ms [2022-03-09 20:39:04 main:574] : INFO : Epoch 1824 | loss: 0.0311232 | val_loss: 0.0311448 | Time: 2499.36 ms [2022-03-09 20:39:07 main:574] : INFO : Epoch 1825 | loss: 0.0311102 | val_loss: 0.0311495 | Time: 2477.16 ms [2022-03-09 20:39:09 main:574] : INFO : Epoch 1826 | loss: 0.0310955 | val_loss: 0.03116 | Time: 2552.67 ms [2022-03-09 20:39:12 main:574] : INFO : Epoch 1827 | loss: 0.0310854 | val_loss: 0.0311594 | Time: 2538.23 ms [2022-03-09 20:39:14 main:574] : INFO : Epoch 1828 | loss: 0.0310783 | val_loss: 0.0311624 | Time: 2455.66 ms [2022-03-09 20:39:17 main:574] : INFO : Epoch 1829 | loss: 0.0310746 | val_loss: 0.0311665 | Time: 2365.81 ms [2022-03-09 20:39:19 main:574] : INFO : Epoch 1830 | loss: 0.0310733 | val_loss: 0.0311627 | Time: 2253.26 ms [2022-03-09 20:39:21 main:574] : INFO : Epoch 1831 | loss: 0.0310838 | val_loss: 0.0311561 | Time: 2412.92 ms [2022-03-09 20:39:24 main:574] : INFO : Epoch 1832 | loss: 0.0310719 | val_loss: 0.0311721 | Time: 2494.85 ms [2022-03-09 20:39:26 main:574] : INFO : Epoch 1833 | loss: 0.031068 | val_loss: 0.0311656 | Time: 2445.82 ms [2022-03-09 20:39:29 main:574] : INFO : Epoch 1834 | loss: 0.0310659 | val_loss: 0.0311691 | Time: 2387.61 ms [2022-03-09 20:39:32 main:574] : INFO : Epoch 1835 | loss: 0.0310605 | val_loss: 0.0311736 | Time: 2658.8 ms [2022-03-09 20:39:34 main:574] : INFO : Epoch 1836 | loss: 0.0310623 | val_loss: 0.0311735 | Time: 2543.33 ms [2022-03-09 20:39:37 main:574] : INFO : Epoch 1837 | loss: 0.0310557 | val_loss: 0.031176 | Time: 2493.75 ms [2022-03-09 20:39:39 main:574] : INFO : Epoch 1838 | loss: 0.0310544 | val_loss: 0.0311721 | Time: 2270.31 ms [2022-03-09 20:39:41 main:574] : INFO : Epoch 1839 | loss: 0.0310549 | val_loss: 0.031178 | Time: 2325.61 ms [2022-03-09 20:39:44 main:574] : INFO : Epoch 1840 | loss: 0.031057 | val_loss: 0.0311762 | Time: 2741.83 ms [2022-03-09 20:39:47 main:574] : INFO : Epoch 1841 | loss: 0.031058 | val_loss: 0.0311794 | Time: 2573.78 ms [2022-03-09 20:39:49 main:574] : INFO : Epoch 1842 | loss: 0.0310573 | val_loss: 0.0311703 | Time: 2293.49 ms [2022-03-09 20:39:52 main:574] : INFO : Epoch 1843 | loss: 0.0310531 | val_loss: 0.0311821 | Time: 2543.54 ms [2022-03-09 20:39:54 main:574] : INFO : Epoch 1844 | loss: 0.0310576 | val_loss: 0.0311744 | Time: 2487.16 ms [2022-03-09 20:39:57 main:574] : INFO : Epoch 1845 | loss: 0.0310572 | val_loss: 0.0311758 | Time: 2540.43 ms [2022-03-09 20:40:00 main:574] : INFO : Epoch 1846 | loss: 0.0310522 | val_loss: 0.0311819 | Time: 2685.61 ms [2022-03-09 20:40:02 main:574] : INFO : Epoch 1847 | loss: 0.0310552 | val_loss: 0.0311654 | Time: 2282.14 ms [2022-03-09 20:40:04 main:574] : INFO : Epoch 1848 | loss: 0.031057 | val_loss: 0.0311861 | Time: 2487.15 ms [2022-03-09 20:40:07 main:574] : INFO : Epoch 1849 | loss: 0.0310671 | val_loss: 0.0311624 | Time: 2905.24 ms [2022-03-09 20:40:10 main:574] : INFO : Epoch 1850 | loss: 0.0310627 | val_loss: 0.0311821 | Time: 2404.81 ms [2022-03-09 20:40:12 main:574] : INFO : Epoch 1851 | loss: 0.0310602 | val_loss: 0.0311716 | Time: 2475.51 ms [2022-03-09 20:40:15 main:574] : INFO : Epoch 1852 | loss: 0.0310544 | val_loss: 0.0311781 | Time: 2498.21 ms [2022-03-09 20:40:17 main:574] : INFO : Epoch 1853 | loss: 0.0310523 | val_loss: 0.0311716 | Time: 2371.3 ms [2022-03-09 20:40:20 main:574] : INFO : Epoch 1854 | loss: 0.0310553 | val_loss: 0.0311901 | Time: 2426.43 ms [2022-03-09 20:40:22 main:574] : INFO : Epoch 1855 | loss: 0.03106 | val_loss: 0.0311736 | Time: 2598.49 ms [2022-03-09 20:40:25 main:574] : INFO : Epoch 1856 | loss: 0.0310585 | val_loss: 0.0311857 | Time: 2923.32 ms [2022-03-09 20:40:28 main:574] : INFO : Epoch 1857 | loss: 0.0310568 | val_loss: 0.0311779 | Time: 2284.49 ms [2022-03-09 20:40:30 main:574] : INFO : Epoch 1858 | loss: 0.0310525 | val_loss: 0.0311734 | Time: 2313.52 ms [2022-03-09 20:40:32 main:574] : INFO : Epoch 1859 | loss: 0.0310595 | val_loss: 0.031182 | Time: 2349.74 ms [2022-03-09 20:40:35 main:574] : INFO : Epoch 1860 | loss: 0.0310548 | val_loss: 0.03117 | Time: 2262.7 ms [2022-03-09 20:40:37 main:574] : INFO : Epoch 1861 | loss: 0.0310567 | val_loss: 0.0311869 | Time: 2382.17 ms [2022-03-09 20:40:40 main:574] : INFO : Epoch 1862 | loss: 0.0310539 | val_loss: 0.0311744 | Time: 2386.59 ms [2022-03-09 20:40:42 main:574] : INFO : Epoch 1863 | loss: 0.0310565 | val_loss: 0.0311688 | Time: 2447.87 ms [2022-03-09 20:40:44 main:574] : INFO : Epoch 1864 | loss: 0.0310551 | val_loss: 0.0311986 | Time: 2287.86 ms [2022-03-09 20:40:47 main:574] : INFO : Epoch 1865 | loss: 0.0310481 | val_loss: 0.0311727 | Time: 2503.01 ms [2022-03-09 20:40:50 main:574] : INFO : Epoch 1866 | loss: 0.0310535 | val_loss: 0.0311828 | Time: 2725.01 ms [2022-03-09 20:40:52 main:574] : INFO : Epoch 1867 | loss: 0.0310504 | val_loss: 0.0311926 | Time: 2410.07 ms [2022-03-09 20:40:55 main:574] : INFO : Epoch 1868 | loss: 0.0310972 | val_loss: 0.031163 | Time: 2520.34 ms [2022-03-09 20:40:57 main:574] : INFO : Epoch 1869 | loss: 0.031131 | val_loss: 0.0311518 | Time: 2589.84 ms [2022-03-09 20:41:00 main:574] : INFO : Epoch 1870 | loss: 0.031122 | val_loss: 0.031148 | Time: 2436.12 ms [2022-03-09 20:41:02 main:574] : INFO : Epoch 1871 | loss: 0.0311138 | val_loss: 0.0311501 | Time: 2358.89 ms [2022-03-09 20:41:05 main:574] : INFO : Epoch 1872 | loss: 0.0311067 | val_loss: 0.0311511 | Time: 2406.22 ms [2022-03-09 20:41:08 main:574] : INFO : Epoch 1873 | loss: 0.0311007 | val_loss: 0.0311553 | Time: 2700.19 ms [2022-03-09 20:41:10 main:574] : INFO : Epoch 1874 | loss: 0.0310968 | val_loss: 0.0311519 | Time: 2411.22 ms [2022-03-09 20:41:12 main:574] : INFO : Epoch 1875 | loss: 0.0310919 | val_loss: 0.0311571 | Time: 2256.2 ms [2022-03-09 20:41:15 main:574] : INFO : Epoch 1876 | loss: 0.0310908 | val_loss: 0.031155 | Time: 2376.21 ms [2022-03-09 20:41:17 main:574] : INFO : Epoch 1877 | loss: 0.031087 | val_loss: 0.0311623 | Time: 2473.01 ms [2022-03-09 20:41:20 main:574] : INFO : Epoch 1878 | loss: 0.0310825 | val_loss: 0.0311613 | Time: 2732.29 ms [2022-03-09 20:41:22 main:574] : INFO : Epoch 1879 | loss: 0.0310819 | val_loss: 0.0311629 | Time: 2309.25 ms [2022-03-09 20:41:25 main:574] : INFO : Epoch 1880 | loss: 0.0310807 | val_loss: 0.0311543 | Time: 2498.32 ms [2022-03-09 20:41:27 main:574] : INFO : Epoch 1881 | loss: 0.0310779 | val_loss: 0.0311584 | Time: 2352.79 ms [2022-03-09 20:41:30 main:574] : INFO : Epoch 1882 | loss: 0.0310755 | val_loss: 0.0311606 | Time: 2619.37 ms [2022-03-09 20:41:33 main:574] : INFO : Epoch 1883 | loss: 0.0310735 | val_loss: 0.0311696 | Time: 2582.53 ms [2022-03-09 20:41:35 main:574] : INFO : Epoch 1884 | loss: 0.0310737 | val_loss: 0.0311588 | Time: 2395.07 ms [2022-03-09 20:41:37 main:574] : INFO : Epoch 1885 | loss: 0.0310716 | val_loss: 0.0311724 | Time: 2436.17 ms [2022-03-09 20:41:40 main:574] : INFO : Epoch 1886 | loss: 0.0310697 | val_loss: 0.0311622 | Time: 2502.09 ms [2022-03-09 20:41:42 main:574] : INFO : Epoch 1887 | loss: 0.03107 | val_loss: 0.0311732 | Time: 2420.33 ms [2022-03-09 20:41:45 main:574] : INFO : Epoch 1888 | loss: 0.0310711 | val_loss: 0.0311648 | Time: 2298.11 ms [2022-03-09 20:41:47 main:574] : INFO : Epoch 1889 | loss: 0.0310754 | val_loss: 0.0311616 | Time: 2470.45 ms [2022-03-09 20:41:50 main:574] : INFO : Epoch 1890 | loss: 0.0310746 | val_loss: 0.0311731 | Time: 2379.63 ms [2022-03-09 20:41:52 main:574] : INFO : Epoch 1891 | loss: 0.0310672 | val_loss: 0.0311704 | Time: 2286.49 ms [2022-03-09 20:41:55 main:574] : INFO : Epoch 1892 | loss: 0.0310619 | val_loss: 0.0311822 | Time: 2590.86 ms [2022-03-09 20:41:57 main:574] : INFO : Epoch 1893 | loss: 0.0310623 | val_loss: 0.0311696 | Time: 2394.21 ms [2022-03-09 20:42:00 main:574] : INFO : Epoch 1894 | loss: 0.0310638 | val_loss: 0.0311769 | Time: 2468.88 ms [2022-03-09 20:42:02 main:574] : INFO : Epoch 1895 | loss: 0.0310623 | val_loss: 0.0311747 | Time: 2316.91 ms [2022-03-09 20:42:05 main:574] : INFO : Epoch 1896 | loss: 0.0310605 | val_loss: 0.0311693 | Time: 2883.09 ms [2022-03-09 20:42:07 main:574] : INFO : Epoch 1897 | loss: 0.0310562 | val_loss: 0.0311842 | Time: 2385.39 ms [2022-03-09 20:42:10 main:574] : INFO : Epoch 1898 | loss: 0.0310508 | val_loss: 0.0311892 | Time: 2339.26 ms [2022-03-09 20:42:12 main:574] : INFO : Epoch 1899 | loss: 0.0310564 | val_loss: 0.031183 | Time: 2772.65 ms [2022-03-09 20:42:15 main:574] : INFO : Epoch 1900 | loss: 0.0310564 | val_loss: 0.0311773 | Time: 2431.7 ms [2022-03-09 20:42:17 main:574] : INFO : Epoch 1901 | loss: 0.0310653 | val_loss: 0.0311747 | Time: 2489.84 ms [2022-03-09 20:42:20 main:574] : INFO : Epoch 1902 | loss: 0.0310683 | val_loss: 0.0311668 | Time: 2274.24 ms [2022-03-09 20:42:22 main:574] : INFO : Epoch 1903 | loss: 0.0310604 | val_loss: 0.0311739 | Time: 2256.27 ms [2022-03-09 20:42:25 main:574] : INFO : Epoch 1904 | loss: 0.0310574 | val_loss: 0.0311625 | Time: 2473.43 ms [2022-03-09 20:42:27 main:574] : INFO : Epoch 1905 | loss: 0.03106 | val_loss: 0.0311819 | Time: 2455.36 ms [2022-03-09 20:42:30 main:574] : INFO : Epoch 1906 | loss: 0.031058 | val_loss: 0.031176 | Time: 2495.29 ms [2022-03-09 20:42:32 main:574] : INFO : Epoch 1907 | loss: 0.0310609 | val_loss: 0.0311706 | Time: 2599.55 ms [2022-03-09 20:42:35 main:574] : INFO : Epoch 1908 | loss: 0.0310602 | val_loss: 0.0311737 | Time: 2400.41 ms [2022-03-09 20:42:37 main:574] : INFO : Epoch 1909 | loss: 0.0310573 | val_loss: 0.0311686 | Time: 2357.19 ms [2022-03-09 20:42:40 main:574] : INFO : Epoch 1910 | loss: 0.0310613 | val_loss: 0.0311754 | Time: 2513.04 ms [2022-03-09 20:42:42 main:574] : INFO : Epoch 1911 | loss: 0.0310646 | val_loss: 0.0311672 | Time: 2451.74 ms [2022-03-09 20:42:44 main:574] : INFO : Epoch 1912 | loss: 0.031071 | val_loss: 0.0311682 | Time: 2257.65 ms [2022-03-09 20:42:47 main:574] : INFO : Epoch 1913 | loss: 0.0310637 | val_loss: 0.0311805 | Time: 2435.68 ms [2022-03-09 20:42:49 main:574] : INFO : Epoch 1914 | loss: 0.0310596 | val_loss: 0.0311746 | Time: 2455.73 ms [2022-03-09 20:42:52 main:574] : INFO : Epoch 1915 | loss: 0.0310627 | val_loss: 0.0311752 | Time: 2399.76 ms [2022-03-09 20:42:54 main:574] : INFO : Epoch 1916 | loss: 0.0310612 | val_loss: 0.0311758 | Time: 2476.38 ms [2022-03-09 20:42:57 main:574] : INFO : Epoch 1917 | loss: 0.0310534 | val_loss: 0.0311751 | Time: 2600.04 ms [2022-03-09 20:42:59 main:574] : INFO : Epoch 1918 | loss: 0.0310621 | val_loss: 0.0311609 | Time: 2447.94 ms [2022-03-09 20:43:02 main:574] : INFO : Epoch 1919 | loss: 0.0310914 | val_loss: 0.0311615 | Time: 2469.37 ms [2022-03-09 20:43:05 main:574] : INFO : Epoch 1920 | loss: 0.031083 | val_loss: 0.0311638 | Time: 2544.38 ms [2022-03-09 20:43:07 main:574] : INFO : Epoch 1921 | loss: 0.0310712 | val_loss: 0.0311714 | Time: 2488.3 ms [2022-03-09 20:43:09 main:574] : INFO : Epoch 1922 | loss: 0.031067 | val_loss: 0.0311636 | Time: 2379.34 ms [2022-03-09 20:43:12 main:574] : INFO : Epoch 1923 | loss: 0.0310606 | val_loss: 0.0311682 | Time: 2386.79 ms [2022-03-09 20:43:15 main:574] : INFO : Epoch 1924 | loss: 0.0310548 | val_loss: 0.031191 | Time: 2971.92 ms [2022-03-09 20:43:17 main:574] : INFO : Epoch 1925 | loss: 0.0310571 | val_loss: 0.0311835 | Time: 2455.99 ms [2022-03-09 20:43:20 main:574] : INFO : Epoch 1926 | loss: 0.0310646 | val_loss: 0.0311754 | Time: 2968.73 ms [2022-03-09 20:43:23 main:574] : INFO : Epoch 1927 | loss: 0.0310623 | val_loss: 0.0311772 | Time: 2529.49 ms [2022-03-09 20:43:25 main:574] : INFO : Epoch 1928 | loss: 0.0310647 | val_loss: 0.0311733 | Time: 2363.15 ms [2022-03-09 20:43:28 main:574] : INFO : Epoch 1929 | loss: 0.0310611 | val_loss: 0.0311791 | Time: 2473.98 ms [2022-03-09 20:43:30 main:574] : INFO : Epoch 1930 | loss: 0.0310592 | val_loss: 0.0311688 | Time: 2387.62 ms [2022-03-09 20:43:33 main:574] : INFO : Epoch 1931 | loss: 0.031053 | val_loss: 0.0311764 | Time: 2311.01 ms [2022-03-09 20:43:35 main:574] : INFO : Epoch 1932 | loss: 0.03105 | val_loss: 0.0311758 | Time: 2215.93 ms [2022-03-09 20:43:37 main:574] : INFO : Epoch 1933 | loss: 0.031048 | val_loss: 0.0311765 | Time: 2469.65 ms [2022-03-09 20:43:40 main:574] : INFO : Epoch 1934 | loss: 0.0310504 | val_loss: 0.0311922 | Time: 2276.86 ms [2022-03-09 20:43:42 main:574] : INFO : Epoch 1935 | loss: 0.0310549 | val_loss: 0.0311684 | Time: 2393.64 ms [2022-03-09 20:43:45 main:574] : INFO : Epoch 1936 | loss: 0.0310609 | val_loss: 0.0311715 | Time: 2736.54 ms [2022-03-09 20:43:48 main:574] : INFO : Epoch 1937 | loss: 0.0310589 | val_loss: 0.0311799 | Time: 3181.86 ms [2022-03-09 20:43:51 main:574] : INFO : Epoch 1938 | loss: 0.0310554 | val_loss: 0.0311796 | Time: 2463.01 ms [2022-03-09 20:43:53 main:574] : INFO : Epoch 1939 | loss: 0.0310536 | val_loss: 0.0311876 | Time: 2238.51 ms [2022-03-09 20:43:55 main:574] : INFO : Epoch 1940 | loss: 0.0310561 | val_loss: 0.0311777 | Time: 2333.02 ms [2022-03-09 20:43:58 main:574] : INFO : Epoch 1941 | loss: 0.0310595 | val_loss: 0.0311746 | Time: 2433.36 ms [2022-03-09 20:44:00 main:574] : INFO : Epoch 1942 | loss: 0.0310739 | val_loss: 0.0311636 | Time: 2310.32 ms [2022-03-09 20:44:03 main:574] : INFO : Epoch 1943 | loss: 0.0310885 | val_loss: 0.0311637 | Time: 2414.04 ms [2022-03-09 20:44:05 main:574] : INFO : Epoch 1944 | loss: 0.0310682 | val_loss: 0.0311736 | Time: 2322.1 ms [2022-03-09 20:44:07 main:574] : INFO : Epoch 1945 | loss: 0.03106 | val_loss: 0.0311805 | Time: 2374.78 ms [2022-03-09 20:44:10 main:574] : INFO : Epoch 1946 | loss: 0.0310594 | val_loss: 0.0311867 | Time: 2729.6 ms [2022-03-09 20:44:13 main:574] : INFO : Epoch 1947 | loss: 0.0310527 | val_loss: 0.0311681 | Time: 3262.49 ms [2022-03-09 20:44:16 main:574] : INFO : Epoch 1948 | loss: 0.0310525 | val_loss: 0.031181 | Time: 2536.9 ms [2022-03-09 20:44:18 main:574] : INFO : Epoch 1949 | loss: 0.031048 | val_loss: 0.0311876 | Time: 2350.15 ms [2022-03-09 20:44:21 main:574] : INFO : Epoch 1950 | loss: 0.0310508 | val_loss: 0.0311737 | Time: 2385.77 ms [2022-03-09 20:44:23 main:574] : INFO : Epoch 1951 | loss: 0.0310516 | val_loss: 0.0311755 | Time: 2328.14 ms [2022-03-09 20:44:25 main:574] : INFO : Epoch 1952 | loss: 0.0310524 | val_loss: 0.0311914 | Time: 2296.75 ms [2022-03-09 20:44:28 main:574] : INFO : Epoch 1953 | loss: 0.0310493 | val_loss: 0.031175 | Time: 2403.22 ms [2022-03-09 20:44:30 main:574] : INFO : Epoch 1954 | loss: 0.0310482 | val_loss: 0.0311893 | Time: 2517.84 ms [2022-03-09 20:44:33 main:574] : INFO : Epoch 1955 | loss: 0.031053 | val_loss: 0.0311851 | Time: 2640.25 ms [2022-03-09 20:44:36 main:574] : INFO : Epoch 1956 | loss: 0.0310497 | val_loss: 0.0311961 | Time: 2403.37 ms [2022-03-09 20:44:38 main:574] : INFO : Epoch 1957 | loss: 0.0310501 | val_loss: 0.0311809 | Time: 2590.85 ms [2022-03-09 20:44:41 main:574] : INFO : Epoch 1958 | loss: 0.0310488 | val_loss: 0.0311813 | Time: 2334.29 ms [2022-03-09 20:44:43 main:574] : INFO : Epoch 1959 | loss: 0.0310558 | val_loss: 0.0311696 | Time: 2442.85 ms [2022-03-09 20:44:46 main:574] : INFO : Epoch 1960 | loss: 0.0310569 | val_loss: 0.0311692 | Time: 2851.24 ms [2022-03-09 20:44:48 main:574] : INFO : Epoch 1961 | loss: 0.0310566 | val_loss: 0.0311817 | Time: 2338.1 ms [2022-03-09 20:44:51 main:574] : INFO : Epoch 1962 | loss: 0.0310532 | val_loss: 0.0311925 | Time: 2379.7 ms [2022-03-09 20:44:53 main:574] : INFO : Epoch 1963 | loss: 0.0310524 | val_loss: 0.0311758 | Time: 2535.99 ms [2022-03-09 20:44:56 main:574] : INFO : Epoch 1964 | loss: 0.0310526 | val_loss: 0.0312004 | Time: 2608.45 ms [2022-03-09 20:44:59 main:574] : INFO : Epoch 1965 | loss: 0.0310502 | val_loss: 0.0311941 | Time: 2557.63 ms [2022-03-09 20:45:01 main:574] : INFO : Epoch 1966 | loss: 0.0310553 | val_loss: 0.0311741 | Time: 2404.39 ms [2022-03-09 20:45:03 main:574] : INFO : Epoch 1967 | loss: 0.0310547 | val_loss: 0.0311774 | Time: 2316.62 ms [2022-03-09 20:45:06 main:574] : INFO : Epoch 1968 | loss: 0.0310521 | val_loss: 0.0311793 | Time: 2349.46 ms [2022-03-09 20:45:08 main:574] : INFO : Epoch 1969 | loss: 0.0310531 | val_loss: 0.0311758 | Time: 2314.42 ms [2022-03-09 20:45:11 main:574] : INFO : Epoch 1970 | loss: 0.0310489 | val_loss: 0.0311762 | Time: 2561.16 ms [2022-03-09 20:45:13 main:574] : INFO : Epoch 1971 | loss: 0.0310468 | val_loss: 0.0311936 | Time: 2296.64 ms [2022-03-09 20:45:15 main:574] : INFO : Epoch 1972 | loss: 0.0310553 | val_loss: 0.0311604 | Time: 2363.14 ms [2022-03-09 20:45:18 main:574] : INFO : Epoch 1973 | loss: 0.031056 | val_loss: 0.0311736 | Time: 2486.37 ms [2022-03-09 20:45:20 main:574] : INFO : Epoch 1974 | loss: 0.0310555 | val_loss: 0.0311815 | Time: 2397.29 ms [2022-03-09 20:45:23 main:574] : INFO : Epoch 1975 | loss: 0.0310535 | val_loss: 0.0311918 | Time: 2450.55 ms [2022-03-09 20:45:25 main:574] : INFO : Epoch 1976 | loss: 0.0310516 | val_loss: 0.0311794 | Time: 2529.17 ms [2022-03-09 20:45:28 main:574] : INFO : Epoch 1977 | loss: 0.0310466 | val_loss: 0.0311855 | Time: 2532.84 ms [2022-03-09 20:45:30 main:574] : INFO : Epoch 1978 | loss: 0.031047 | val_loss: 0.031189 | Time: 2319.56 ms [2022-03-09 20:45:33 main:574] : INFO : Epoch 1979 | loss: 0.0310523 | val_loss: 0.0311891 | Time: 2571.25 ms [2022-03-09 20:45:36 main:574] : INFO : Epoch 1980 | loss: 0.0310546 | val_loss: 0.0311805 | Time: 2560.02 ms [2022-03-09 20:45:38 main:574] : INFO : Epoch 1981 | loss: 0.0310494 | val_loss: 0.0311757 | Time: 2814.84 ms [2022-03-09 20:45:41 main:574] : INFO : Epoch 1982 | loss: 0.0310499 | val_loss: 0.0311839 | Time: 2543.04 ms [2022-03-09 20:45:43 main:574] : INFO : Epoch 1983 | loss: 0.031057 | val_loss: 0.0311723 | Time: 2385.71 ms [2022-03-09 20:45:46 main:574] : INFO : Epoch 1984 | loss: 0.0310558 | val_loss: 0.0311832 | Time: 2343.93 ms [2022-03-09 20:45:49 main:574] : INFO : Epoch 1985 | loss: 0.0310488 | val_loss: 0.0311894 | Time: 2872.02 ms [2022-03-09 20:45:51 main:574] : INFO : Epoch 1986 | loss: 0.0310572 | val_loss: 0.0311754 | Time: 2376.75 ms [2022-03-09 20:45:54 main:574] : INFO : Epoch 1987 | loss: 0.0310595 | val_loss: 0.0311704 | Time: 2299.58 ms [2022-03-09 20:45:56 main:574] : INFO : Epoch 1988 | loss: 0.0310567 | val_loss: 0.0311854 | Time: 2458.83 ms [2022-03-09 20:45:59 main:574] : INFO : Epoch 1989 | loss: 0.0310552 | val_loss: 0.0311802 | Time: 2550.19 ms [2022-03-09 20:46:01 main:574] : INFO : Epoch 1990 | loss: 0.0310477 | val_loss: 0.0311846 | Time: 2457.53 ms [2022-03-09 20:46:04 main:574] : INFO : Epoch 1991 | loss: 0.031052 | val_loss: 0.0311832 | Time: 2538.99 ms [2022-03-09 20:46:06 main:574] : INFO : Epoch 1992 | loss: 0.031051 | val_loss: 0.0311869 | Time: 2544.23 ms [2022-03-09 20:46:09 main:574] : INFO : Epoch 1993 | loss: 0.031051 | val_loss: 0.0311793 | Time: 2476.55 ms [2022-03-09 20:46:11 main:574] : INFO : Epoch 1994 | loss: 0.031053 | val_loss: 0.0311867 | Time: 2341.98 ms [2022-03-09 20:46:14 main:574] : INFO : Epoch 1995 | loss: 0.0310642 | val_loss: 0.0311814 | Time: 2450.97 ms [2022-03-09 20:46:16 main:574] : INFO : Epoch 1996 | loss: 0.0310624 | val_loss: 0.0311763 | Time: 2326.89 ms [2022-03-09 20:46:19 main:574] : INFO : Epoch 1997 | loss: 0.0310646 | val_loss: 0.0311768 | Time: 2436.67 ms [2022-03-09 20:46:21 main:574] : INFO : Epoch 1998 | loss: 0.0310556 | val_loss: 0.0311691 | Time: 2900.8 ms [2022-03-09 20:46:24 main:574] : INFO : Epoch 1999 | loss: 0.0310543 | val_loss: 0.0311795 | Time: 2439.58 ms [2022-03-09 20:46:26 main:574] : INFO : Epoch 2000 | loss: 0.0310507 | val_loss: 0.0311839 | Time: 2402.55 ms [2022-03-09 20:46:29 main:574] : INFO : Epoch 2001 | loss: 0.0310587 | val_loss: 0.0311797 | Time: 2309.3 ms [2022-03-09 20:46:31 main:574] : INFO : Epoch 2002 | loss: 0.0310552 | val_loss: 0.0311828 | Time: 2556.53 ms [2022-03-09 20:46:34 main:574] : INFO : Epoch 2003 | loss: 0.0310496 | val_loss: 0.0311786 | Time: 2579.73 ms [2022-03-09 20:46:36 main:574] : INFO : Epoch 2004 | loss: 0.0310518 | val_loss: 0.0311872 | Time: 2433.87 ms [2022-03-09 20:46:39 main:574] : INFO : Epoch 2005 | loss: 0.0310511 | val_loss: 0.0311797 | Time: 2595.63 ms [2022-03-09 20:46:41 main:574] : INFO : Epoch 2006 | loss: 0.0310556 | val_loss: 0.0311848 | Time: 2365.89 ms [2022-03-09 20:46:44 main:574] : INFO : Epoch 2007 | loss: 0.0310557 | val_loss: 0.0311799 | Time: 2283.87 ms [2022-03-09 20:46:46 main:574] : INFO : Epoch 2008 | loss: 0.0310502 | val_loss: 0.0311771 | Time: 2315.11 ms [2022-03-09 20:46:49 main:574] : INFO : Epoch 2009 | loss: 0.0310463 | val_loss: 0.0311941 | Time: 2659.83 ms [2022-03-09 20:46:51 main:574] : INFO : Epoch 2010 | loss: 0.0310441 | val_loss: 0.0311836 | Time: 2463.32 ms [2022-03-09 20:46:54 main:574] : INFO : Epoch 2011 | loss: 0.0310469 | val_loss: 0.0311911 | Time: 2835.27 ms [2022-03-09 20:46:57 main:574] : INFO : Epoch 2012 | loss: 0.031047 | val_loss: 0.0311922 | Time: 2514.39 ms [2022-03-09 20:46:59 main:574] : INFO : Epoch 2013 | loss: 0.0310451 | val_loss: 0.0311902 | Time: 2476.15 ms [2022-03-09 20:47:02 main:574] : INFO : Epoch 2014 | loss: 0.0310501 | val_loss: 0.0311884 | Time: 2418.02 ms [2022-03-09 20:47:04 main:574] : INFO : Epoch 2015 | loss: 0.0310575 | val_loss: 0.0311794 | Time: 2424.24 ms [2022-03-09 20:47:07 main:574] : INFO : Epoch 2016 | loss: 0.0310517 | val_loss: 0.0311822 | Time: 2270.76 ms [2022-03-09 20:47:09 main:574] : INFO : Epoch 2017 | loss: 0.0310469 | val_loss: 0.0311817 | Time: 2267.27 ms [2022-03-09 20:47:12 main:574] : INFO : Epoch 2018 | loss: 0.0310474 | val_loss: 0.0311763 | Time: 2670.12 ms [2022-03-09 20:47:14 main:574] : INFO : Epoch 2019 | loss: 0.0310518 | val_loss: 0.0311822 | Time: 2633.87 ms [2022-03-09 20:47:17 main:574] : INFO : Epoch 2020 | loss: 0.0310492 | val_loss: 0.0311852 | Time: 2360.27 ms [2022-03-09 20:47:19 main:574] : INFO : Epoch 2021 | loss: 0.031048 | val_loss: 0.0311949 | Time: 2764.56 ms [2022-03-09 20:47:22 main:574] : INFO : Epoch 2022 | loss: 0.0310463 | val_loss: 0.0311757 | Time: 2377.92 ms [2022-03-09 20:47:24 main:574] : INFO : Epoch 2023 | loss: 0.0310641 | val_loss: 0.0311879 | Time: 2528.14 ms [2022-03-09 20:47:27 main:574] : INFO : Epoch 2024 | loss: 0.031054 | val_loss: 0.0311945 | Time: 2439.1 ms [2022-03-09 20:47:29 main:574] : INFO : Epoch 2025 | loss: 0.0310514 | val_loss: 0.0311842 | Time: 2341.8 ms [2022-03-09 20:47:32 main:574] : INFO : Epoch 2026 | loss: 0.0310836 | val_loss: 0.0311709 | Time: 2294.13 ms [2022-03-09 20:47:34 main:574] : INFO : Epoch 2027 | loss: 0.0310761 | val_loss: 0.031167 | Time: 2299.48 ms [2022-03-09 20:47:36 main:574] : INFO : Epoch 2028 | loss: 0.0310706 | val_loss: 0.0311804 | Time: 2366.12 ms [2022-03-09 20:47:39 main:574] : INFO : Epoch 2029 | loss: 0.0310618 | val_loss: 0.0311744 | Time: 2662.8 ms [2022-03-09 20:47:42 main:574] : INFO : Epoch 2030 | loss: 0.0310759 | val_loss: 0.0311709 | Time: 2517.3 ms [2022-03-09 20:47:44 main:574] : INFO : Epoch 2031 | loss: 0.0310692 | val_loss: 0.0311786 | Time: 2348.97 ms [2022-03-09 20:47:47 main:574] : INFO : Epoch 2032 | loss: 0.0310612 | val_loss: 0.0311768 | Time: 2746.06 ms [2022-03-09 20:47:49 main:574] : INFO : Epoch 2033 | loss: 0.0310519 | val_loss: 0.0311949 | Time: 2347.37 ms [2022-03-09 20:47:51 main:574] : INFO : Epoch 2034 | loss: 0.0310546 | val_loss: 0.0311814 | Time: 2275.7 ms [2022-03-09 20:47:54 main:574] : INFO : Epoch 2035 | loss: 0.0310478 | val_loss: 0.0311789 | Time: 2240.32 ms [2022-03-09 20:47:56 main:574] : INFO : Epoch 2036 | loss: 0.0310473 | val_loss: 0.0311931 | Time: 2457.31 ms [2022-03-09 20:47:59 main:574] : INFO : Epoch 2037 | loss: 0.0310477 | val_loss: 0.0311919 | Time: 2583.59 ms [2022-03-09 20:48:01 main:574] : INFO : Epoch 2038 | loss: 0.0310428 | val_loss: 0.0311979 | Time: 2387.75 ms [2022-03-09 20:48:04 main:574] : INFO : Epoch 2039 | loss: 0.0310445 | val_loss: 0.0311946 | Time: 2545.55 ms [2022-03-09 20:48:06 main:574] : INFO : Epoch 2040 | loss: 0.0310416 | val_loss: 0.0311839 | Time: 2549.11 ms [2022-03-09 20:48:09 main:574] : INFO : Epoch 2041 | loss: 0.0310396 | val_loss: 0.0311916 | Time: 2199.38 ms [2022-03-09 20:48:12 main:574] : INFO : Epoch 2042 | loss: 0.0310501 | val_loss: 0.0311839 | Time: 2781.18 ms [2022-03-09 20:48:15 main:574] : INFO : Epoch 2043 | loss: 0.0310458 | val_loss: 0.0311845 | Time: 2314.87 ms [2022-03-09 20:48:18 main:574] : INFO : Epoch 2044 | loss: 0.0310455 | val_loss: 0.0311859 | Time: 3114.47 ms [2022-03-09 20:48:21 main:574] : INFO : Epoch 2045 | loss: 0.0310469 | val_loss: 0.031194 | Time: 2167.07 ms [2022-03-09 20:48:23 main:574] : INFO : Epoch 2046 | loss: 0.0310444 | val_loss: 0.0311843 | Time: 2189.63 ms [2022-03-09 20:48:25 main:574] : INFO : Epoch 2047 | loss: 0.0310421 | val_loss: 0.0311896 | Time: 2228.91 ms [2022-03-09 20:48:28 main:574] : INFO : Epoch 2048 | loss: 0.0310503 | val_loss: 0.0311878 | Time: 2344.05 ms [2022-03-09 20:48:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311878 [2022-03-09 20:48:28 main:603] : INFO : Saving end state to config to file [2022-03-09 20:48:28 main:608] : INFO : Success, exiting.. 20:48:28 (18124): 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)