Task 14192547
| Name | ParityModified-1647042324-25260-3-0_0 |
| Workunit | 11253598 |
| Created | 1 Apr 2022, 12:08:47 UTC |
| Sent | 8 Apr 2022, 16:02:27 UTC |
| Report deadline | 16 Apr 2022, 16:02:27 UTC |
| Received | 8 Apr 2022, 18:52:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 13 sec |
| CPU time | 1 hours 24 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :31:31 main:574] : INFO : Epoch 1542 | loss: 0.0311726 | val_loss: 0.0311701 | Time: 2453.24 ms [2022-04-08 14:31:34 main:574] : INFO : Epoch 1543 | loss: 0.0311726 | val_loss: 0.0311688 | Time: 2507.63 ms [2022-04-08 14:31:36 main:574] : INFO : Epoch 1544 | loss: 0.0311724 | val_loss: 0.0311687 | Time: 2505.19 ms [2022-04-08 14:31:39 main:574] : INFO : Epoch 1545 | loss: 0.031173 | val_loss: 0.0311752 | Time: 2482.47 ms [2022-04-08 14:31:41 main:574] : INFO : Epoch 1546 | loss: 0.0311747 | val_loss: 0.0311715 | Time: 2494.59 ms [2022-04-08 14:31:44 main:574] : INFO : Epoch 1547 | loss: 0.031172 | val_loss: 0.031168 | Time: 2514.93 ms [2022-04-08 14:31:46 main:574] : INFO : Epoch 1548 | loss: 0.0311727 | val_loss: 0.031168 | Time: 2482.9 ms [2022-04-08 14:31:49 main:574] : INFO : Epoch 1549 | loss: 0.0311734 | val_loss: 0.0311687 | Time: 2493.73 ms [2022-04-08 14:31:51 main:574] : INFO : Epoch 1550 | loss: 0.0311728 | val_loss: 0.0311684 | Time: 2517.32 ms [2022-04-08 14:31:54 main:574] : INFO : Epoch 1551 | loss: 0.0311735 | val_loss: 0.0311708 | Time: 2476.82 ms [2022-04-08 14:31:56 main:574] : INFO : Epoch 1552 | loss: 0.0311756 | val_loss: 0.0311725 | Time: 2475.45 ms [2022-04-08 14:31:59 main:574] : INFO : Epoch 1553 | loss: 0.0311769 | val_loss: 0.0311722 | Time: 2469.47 ms [2022-04-08 14:32:01 main:574] : INFO : Epoch 1554 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 2459.11 ms [2022-04-08 14:32:04 main:574] : INFO : Epoch 1555 | loss: 0.0311755 | val_loss: 0.0311751 | Time: 2483.58 ms [2022-04-08 14:32:06 main:574] : INFO : Epoch 1556 | loss: 0.0311756 | val_loss: 0.031172 | Time: 2483.78 ms [2022-04-08 14:32:09 main:574] : INFO : Epoch 1557 | loss: 0.031173 | val_loss: 0.0311708 | Time: 2477.39 ms [2022-04-08 14:32:11 main:574] : INFO : Epoch 1558 | loss: 0.0311727 | val_loss: 0.0311694 | Time: 2484.06 ms [2022-04-08 14:32:14 main:574] : INFO : Epoch 1559 | loss: 0.0311741 | val_loss: 0.0311697 | Time: 2493.76 ms [2022-04-08 14:32:16 main:574] : INFO : Epoch 1560 | loss: 0.0311752 | val_loss: 0.0311694 | Time: 2496.75 ms [2022-04-08 14:32:19 main:574] : INFO : Epoch 1561 | loss: 0.0311726 | val_loss: 0.0311696 | Time: 2462.08 ms [2022-04-08 14:32:21 main:574] : INFO : Epoch 1562 | loss: 0.0311736 | val_loss: 0.0311737 | Time: 2470.57 ms [2022-04-08 14:32:24 main:574] : INFO : Epoch 1563 | loss: 0.0311718 | val_loss: 0.0311701 | Time: 2422.24 ms [2022-04-08 14:32:26 main:574] : INFO : Epoch 1564 | loss: 0.031173 | val_loss: 0.0311721 | Time: 2455.12 ms [2022-04-08 14:32:29 main:574] : INFO : Epoch 1565 | loss: 0.031173 | val_loss: 0.0311702 | Time: 2489.29 ms [2022-04-08 14:32:31 main:574] : INFO : Epoch 1566 | loss: 0.0311732 | val_loss: 0.0311729 | Time: 2468.38 ms [2022-04-08 14:32:34 main:574] : INFO : Epoch 1567 | loss: 0.0311754 | val_loss: 0.0311748 | Time: 2469.74 ms [2022-04-08 14:32:36 main:574] : INFO : Epoch 1568 | loss: 0.0311735 | val_loss: 0.0311703 | Time: 2493.42 ms [2022-04-08 14:32:38 main:574] : INFO : Epoch 1569 | loss: 0.0311718 | val_loss: 0.0311702 | Time: 2480.71 ms [2022-04-08 14:32:41 main:574] : INFO : Epoch 1570 | loss: 0.0311726 | val_loss: 0.0311697 | Time: 2481.31 ms [2022-04-08 14:32:43 main:574] : INFO : Epoch 1571 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 2486.45 ms [2022-04-08 14:32:46 main:574] : INFO : Epoch 1572 | loss: 0.0311747 | val_loss: 0.0311722 | Time: 2473.92 ms [2022-04-08 14:32:48 main:574] : INFO : Epoch 1573 | loss: 0.031173 | val_loss: 0.0311701 | Time: 2470.3 ms [2022-04-08 14:32:51 main:574] : INFO : Epoch 1574 | loss: 0.0311717 | val_loss: 0.0311692 | Time: 2490.56 ms [2022-04-08 14:32:53 main:574] : INFO : Epoch 1575 | loss: 0.0311732 | val_loss: 0.0311695 | Time: 2460.95 ms [2022-04-08 14:32:56 main:574] : INFO : Epoch 1576 | loss: 0.0311727 | val_loss: 0.0311691 | Time: 2459.1 ms [2022-04-08 14:32:58 main:574] : INFO : Epoch 1577 | loss: 0.0311729 | val_loss: 0.0311736 | Time: 2468.35 ms [2022-04-08 14:33:01 main:574] : INFO : Epoch 1578 | loss: 0.0311716 | val_loss: 0.0311712 | Time: 2486.32 ms [2022-04-08 14:33:03 main:574] : INFO : Epoch 1579 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 2450.75 ms [2022-04-08 14:33:06 main:574] : INFO : Epoch 1580 | loss: 0.0311716 | val_loss: 0.0311719 | Time: 2476 ms [2022-04-08 14:33:08 main:574] : INFO : Epoch 1581 | loss: 0.0311721 | val_loss: 0.0311708 | Time: 2480.81 ms [2022-04-08 14:33:11 main:574] : INFO : Epoch 1582 | loss: 0.0311713 | val_loss: 0.0311701 | Time: 2466.94 ms [2022-04-08 14:33:13 main:574] : INFO : Epoch 1583 | loss: 0.0311739 | val_loss: 0.031168 | Time: 2498.31 ms [2022-04-08 14:33:16 main:574] : INFO : Epoch 1584 | loss: 0.031178 | val_loss: 0.0311869 | Time: 2482.63 ms [2022-04-08 14:33:18 main:574] : INFO : Epoch 1585 | loss: 0.0311808 | val_loss: 0.0311679 | Time: 2478.24 ms [2022-04-08 14:33:21 main:574] : INFO : Epoch 1586 | loss: 0.0311731 | val_loss: 0.0311677 | Time: 2450.15 ms [2022-04-08 14:33:23 main:574] : INFO : Epoch 1587 | loss: 0.0311707 | val_loss: 0.0311683 | Time: 2448.38 ms [2022-04-08 14:33:25 main:574] : INFO : Epoch 1588 | loss: 0.0311706 | val_loss: 0.0311681 | Time: 2454.24 ms [2022-04-08 14:33:28 main:574] : INFO : Epoch 1589 | loss: 0.0311715 | val_loss: 0.0311692 | Time: 2462.48 ms [2022-04-08 14:33:30 main:574] : INFO : Epoch 1590 | loss: 0.031171 | val_loss: 0.0311677 | Time: 2490.14 ms [2022-04-08 14:33:33 main:574] : INFO : Epoch 1591 | loss: 0.0311699 | val_loss: 0.0311668 | Time: 2461.87 ms [2022-04-08 14:33:35 main:574] : INFO : Epoch 1592 | loss: 0.0311725 | val_loss: 0.0311683 | Time: 2456.67 ms [2022-04-08 14:33:38 main:574] : INFO : Epoch 1593 | loss: 0.0311709 | val_loss: 0.0311751 | Time: 2473.83 ms [2022-04-08 14:33:40 main:574] : INFO : Epoch 1594 | loss: 0.0311718 | val_loss: 0.0311669 | Time: 2481.49 ms [2022-04-08 14:33:43 main:574] : INFO : Epoch 1595 | loss: 0.0311726 | val_loss: 0.0311669 | Time: 2457.47 ms [2022-04-08 14:33:45 main:574] : INFO : Epoch 1596 | loss: 0.0311698 | val_loss: 0.0311667 | Time: 2463 ms [2022-04-08 14:33:48 main:574] : INFO : Epoch 1597 | loss: 0.0311695 | val_loss: 0.0311679 | Time: 2428.21 ms [2022-04-08 14:33:50 main:574] : INFO : Epoch 1598 | loss: 0.0311708 | val_loss: 0.0311677 | Time: 2481.3 ms [2022-04-08 14:33:53 main:574] : INFO : Epoch 1599 | loss: 0.0311702 | val_loss: 0.0311703 | Time: 2449.81 ms [2022-04-08 14:33:55 main:574] : INFO : Epoch 1600 | loss: 0.0311699 | val_loss: 0.0311678 | Time: 2463.49 ms [2022-04-08 14:33:58 main:574] : INFO : Epoch 1601 | loss: 0.0311705 | val_loss: 0.0311675 | Time: 2504.52 ms [2022-04-08 14:34:00 main:574] : INFO : Epoch 1602 | loss: 0.0311696 | val_loss: 0.031168 | Time: 2474.32 ms [2022-04-08 14:34:03 main:574] : INFO : Epoch 1603 | loss: 0.03117 | val_loss: 0.0311693 | Time: 2492.21 ms [2022-04-08 14:34:05 main:574] : INFO : Epoch 1604 | loss: 0.0311711 | val_loss: 0.0311686 | Time: 2484.49 ms [2022-04-08 14:34:08 main:574] : INFO : Epoch 1605 | loss: 0.0311707 | val_loss: 0.031171 | Time: 2468.86 ms [2022-04-08 14:34:10 main:574] : INFO : Epoch 1606 | loss: 0.0311706 | val_loss: 0.0311682 | Time: 2467.4 ms [2022-04-08 14:34:12 main:574] : INFO : Epoch 1607 | loss: 0.0311709 | val_loss: 0.0311693 | Time: 2476.11 ms [2022-04-08 14:34:15 main:574] : INFO : Epoch 1608 | loss: 0.0311708 | val_loss: 0.031169 | Time: 2477.25 ms [2022-04-08 14:34:17 main:574] : INFO : Epoch 1609 | loss: 0.0311707 | val_loss: 0.03117 | Time: 2453.41 ms [2022-04-08 14:34:20 main:574] : INFO : Epoch 1610 | loss: 0.0311692 | val_loss: 0.0311679 | Time: 2458.78 ms [2022-04-08 14:34:22 main:574] : INFO : Epoch 1611 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 2459.5 ms [2022-04-08 14:34:25 main:574] : INFO : Epoch 1612 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 2469.53 ms [2022-04-08 14:34:27 main:574] : INFO : Epoch 1613 | loss: 0.0311797 | val_loss: 0.031178 | Time: 2480.05 ms [2022-04-08 14:34:30 main:574] : INFO : Epoch 1614 | loss: 0.0311771 | val_loss: 0.0311769 | Time: 2479.47 ms [2022-04-08 14:34:32 main:574] : INFO : Epoch 1615 | loss: 0.0311764 | val_loss: 0.0311761 | Time: 2501.35 ms [2022-04-08 14:34:35 main:574] : INFO : Epoch 1616 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 2490.34 ms [2022-04-08 14:34:37 main:574] : INFO : Epoch 1617 | loss: 0.0311771 | val_loss: 0.0311749 | Time: 2478.93 ms [2022-04-08 14:34:40 main:574] : INFO : Epoch 1618 | loss: 0.0311748 | val_loss: 0.0311742 | Time: 2478.7 ms [2022-04-08 14:34:42 main:574] : INFO : Epoch 1619 | loss: 0.0311731 | val_loss: 0.0311745 | Time: 2471.88 ms [2022-04-08 14:34:45 main:574] : INFO : Epoch 1620 | loss: 0.0311732 | val_loss: 0.0311732 | Time: 2458.2 ms [2022-04-08 14:34:47 main:574] : INFO : Epoch 1621 | loss: 0.0311727 | val_loss: 0.0311728 | Time: 2467.6 ms [2022-04-08 14:34:50 main:574] : INFO : Epoch 1622 | loss: 0.0311733 | val_loss: 0.0311723 | Time: 2476.4 ms [2022-04-08 14:34:52 main:574] : INFO : Epoch 1623 | loss: 0.0311747 | val_loss: 0.031173 | Time: 2462.47 ms [2022-04-08 14:34:55 main:574] : INFO : Epoch 1624 | loss: 0.0311721 | val_loss: 0.0311712 | Time: 2478.18 ms [2022-04-08 14:34:57 main:574] : INFO : Epoch 1625 | loss: 0.031173 | val_loss: 0.031172 | Time: 2492.62 ms [2022-04-08 14:35:00 main:574] : INFO : Epoch 1626 | loss: 0.0311755 | val_loss: 0.0311712 | Time: 2490.86 ms [2022-04-08 14:35:02 main:574] : INFO : Epoch 1627 | loss: 0.0311758 | val_loss: 0.0311707 | Time: 2482.67 ms [2022-04-08 14:35:04 main:574] : INFO : Epoch 1628 | loss: 0.0311707 | val_loss: 0.0311716 | Time: 2480.53 ms [2022-04-08 14:35:07 main:574] : INFO : Epoch 1629 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 2502.49 ms [2022-04-08 14:35:09 main:574] : INFO : Epoch 1630 | loss: 0.0311723 | val_loss: 0.0311719 | Time: 2460.07 ms [2022-04-08 14:35:12 main:574] : INFO : Epoch 1631 | loss: 0.0311729 | val_loss: 0.0311785 | Time: 2484.85 ms [2022-04-08 14:35:14 main:574] : INFO : Epoch 1632 | loss: 0.0311722 | val_loss: 0.0311721 | Time: 2495.53 ms [2022-04-08 14:35:17 main:574] : INFO : Epoch 1633 | loss: 0.031174 | val_loss: 0.0311725 | Time: 2473.1 ms [2022-04-08 14:35:19 main:574] : INFO : Epoch 1634 | loss: 0.0311709 | val_loss: 0.0311708 | Time: 2492.57 ms [2022-04-08 14:35:22 main:574] : INFO : Epoch 1635 | loss: 0.0311704 | val_loss: 0.0311716 | Time: 2470.51 ms [2022-04-08 14:35:24 main:574] : INFO : Epoch 1636 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 2487.16 ms [2022-04-08 14:35:27 main:574] : INFO : Epoch 1637 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 2477.06 ms [2022-04-08 14:35:29 main:574] : INFO : Epoch 1638 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 2447.04 ms [2022-04-08 14:35:32 main:574] : INFO : Epoch 1639 | loss: 0.0311734 | val_loss: 0.0311731 | Time: 2506.9 ms [2022-04-08 14:35:34 main:574] : INFO : Epoch 1640 | loss: 0.031175 | val_loss: 0.0311709 | Time: 2489.93 ms [2022-04-08 14:35:37 main:574] : INFO : Epoch 1641 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 2476.06 ms [2022-04-08 14:35:39 main:574] : INFO : Epoch 1642 | loss: 0.0311751 | val_loss: 0.0311734 | Time: 2473.85 ms [2022-04-08 14:35:42 main:574] : INFO : Epoch 1643 | loss: 0.0311738 | val_loss: 0.0311732 | Time: 2498.17 ms [2022-04-08 14:35:44 main:574] : INFO : Epoch 1644 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 2462.49 ms [2022-04-08 14:35:47 main:574] : INFO : Epoch 1645 | loss: 0.0311723 | val_loss: 0.0311709 | Time: 2492.51 ms [2022-04-08 14:35:49 main:574] : INFO : Epoch 1646 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 2473.16 ms [2022-04-08 14:35:52 main:574] : INFO : Epoch 1647 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 2489.78 ms [2022-04-08 14:35:54 main:574] : INFO : Epoch 1648 | loss: 0.0311708 | val_loss: 0.0311711 | Time: 2502.42 ms [2022-04-08 14:35:57 main:574] : INFO : Epoch 1649 | loss: 0.0311689 | val_loss: 0.031171 | Time: 2473.59 ms [2022-04-08 14:35:59 main:574] : INFO : Epoch 1650 | loss: 0.0311695 | val_loss: 0.031171 | Time: 2481.02 ms [2022-04-08 14:36:02 main:574] : INFO : Epoch 1651 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 2483.34 ms [2022-04-08 14:36:04 main:574] : INFO : Epoch 1652 | loss: 0.0311713 | val_loss: 0.0311707 | Time: 2519.4 ms [2022-04-08 14:36:07 main:574] : INFO : Epoch 1653 | loss: 0.0311708 | val_loss: 0.0311723 | Time: 2440.93 ms [2022-04-08 14:36:09 main:574] : INFO : Epoch 1654 | loss: 0.0311707 | val_loss: 0.0311706 | Time: 2468.78 ms [2022-04-08 14:36:12 main:574] : INFO : Epoch 1655 | loss: 0.0311692 | val_loss: 0.0311708 | Time: 2488.54 ms [2022-04-08 14:36:14 main:574] : INFO : Epoch 1656 | loss: 0.0311691 | val_loss: 0.0311699 | Time: 2520.31 ms [2022-04-08 14:36:17 main:574] : INFO : Epoch 1657 | loss: 0.0311703 | val_loss: 0.0311828 | Time: 2496.1 ms [2022-04-08 14:36:19 main:574] : INFO : Epoch 1658 | loss: 0.0311712 | val_loss: 0.0311711 | Time: 2476.61 ms [2022-04-08 14:36:22 main:574] : INFO : Epoch 1659 | loss: 0.0311698 | val_loss: 0.0311699 | Time: 2447.29 ms [2022-04-08 14:36:24 main:574] : INFO : Epoch 1660 | loss: 0.0311709 | val_loss: 0.0311734 | Time: 2466.32 ms [2022-04-08 14:36:26 main:574] : INFO : Epoch 1661 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 2485.75 ms [2022-04-08 14:36:29 main:574] : INFO : Epoch 1662 | loss: 0.0311728 | val_loss: 0.0311739 | Time: 2494.74 ms [2022-04-08 14:36:31 main:574] : INFO : Epoch 1663 | loss: 0.0311696 | val_loss: 0.0311731 | Time: 2494.41 ms [2022-04-08 14:36:34 main:574] : INFO : Epoch 1664 | loss: 0.03117 | val_loss: 0.0311701 | Time: 2485.2 ms [2022-04-08 14:36:36 main:574] : INFO : Epoch 1665 | loss: 0.031169 | val_loss: 0.0311701 | Time: 2493.99 ms [2022-04-08 14:36:39 main:574] : INFO : Epoch 1666 | loss: 0.0311698 | val_loss: 0.0311702 | Time: 2481.57 ms [2022-04-08 14:36:41 main:574] : INFO : Epoch 1667 | loss: 0.0311725 | val_loss: 0.0311758 | Time: 2455.33 ms [2022-04-08 14:36:44 main:574] : INFO : Epoch 1668 | loss: 0.0311713 | val_loss: 0.0311701 | Time: 2467.27 ms [2022-04-08 14:36:46 main:574] : INFO : Epoch 1669 | loss: 0.0311676 | val_loss: 0.0311703 | Time: 2490.66 ms [2022-04-08 14:36:49 main:574] : INFO : Epoch 1670 | loss: 0.031168 | val_loss: 0.0311692 | Time: 2490.58 ms [2022-04-08 14:36:51 main:574] : INFO : Epoch 1671 | loss: 0.0311683 | val_loss: 0.0311694 | Time: 2478.33 ms [2022-04-08 14:36:54 main:574] : INFO : Epoch 1672 | loss: 0.0311677 | val_loss: 0.0311699 | Time: 2460.67 ms [2022-04-08 14:36:56 main:574] : INFO : Epoch 1673 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 2459.82 ms [2022-04-08 14:36:59 main:574] : INFO : Epoch 1674 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 2439.1 ms [2022-04-08 14:37:01 main:574] : INFO : Epoch 1675 | loss: 0.0311695 | val_loss: 0.0311662 | Time: 2503.54 ms [2022-04-08 14:37:04 main:574] : INFO : Epoch 1676 | loss: 0.0311681 | val_loss: 0.0311675 | Time: 2508.3 ms [2022-04-08 14:37:06 main:574] : INFO : Epoch 1677 | loss: 0.0311673 | val_loss: 0.031169 | Time: 2462.35 ms [2022-04-08 14:37:09 main:574] : INFO : Epoch 1678 | loss: 0.0311678 | val_loss: 0.031168 | Time: 2479.15 ms [2022-04-08 14:37:11 main:574] : INFO : Epoch 1679 | loss: 0.031168 | val_loss: 0.0311668 | Time: 2495.65 ms [2022-04-08 14:37:14 main:574] : INFO : Epoch 1680 | loss: 0.0311682 | val_loss: 0.0311712 | Time: 2489.23 ms [2022-04-08 14:37:16 main:574] : INFO : Epoch 1681 | loss: 0.0311707 | val_loss: 0.0311675 | Time: 2513.6 ms [2022-04-08 14:37:19 main:574] : INFO : Epoch 1682 | loss: 0.0311667 | val_loss: 0.0311674 | Time: 2471.4 ms [2022-04-08 14:37:21 main:574] : INFO : Epoch 1683 | loss: 0.0311696 | val_loss: 0.0311653 | Time: 2463.67 ms [2022-04-08 14:37:24 main:574] : INFO : Epoch 1684 | loss: 0.0311706 | val_loss: 0.0311658 | Time: 2475.3 ms [2022-04-08 14:37:26 main:574] : INFO : Epoch 1685 | loss: 0.0311687 | val_loss: 0.031167 | Time: 2439.09 ms [2022-04-08 14:37:28 main:574] : INFO : Epoch 1686 | loss: 0.031168 | val_loss: 0.0311658 | Time: 2481.89 ms [2022-04-08 14:37:31 main:574] : INFO : Epoch 1687 | loss: 0.0311653 | val_loss: 0.0311666 | Time: 2452.64 ms [2022-04-08 14:37:33 main:574] : INFO : Epoch 1688 | loss: 0.0311664 | val_loss: 0.031168 | Time: 2459.74 ms [2022-04-08 14:37:36 main:574] : INFO : Epoch 1689 | loss: 0.0311648 | val_loss: 0.0311657 | Time: 2488.99 ms [2022-04-08 14:37:38 main:574] : INFO : Epoch 1690 | loss: 0.0311678 | val_loss: 0.0311659 | Time: 2501.64 ms [2022-04-08 14:37:41 main:574] : INFO : Epoch 1691 | loss: 0.0311726 | val_loss: 0.0311668 | Time: 2447.82 ms [2022-04-08 14:37:43 main:574] : INFO : Epoch 1692 | loss: 0.031168 | val_loss: 0.0311666 | Time: 2478.43 ms [2022-04-08 14:37:46 main:574] : INFO : Epoch 1693 | loss: 0.0311662 | val_loss: 0.0311662 | Time: 2487.71 ms [2022-04-08 14:37:48 main:574] : INFO : Epoch 1694 | loss: 0.0311662 | val_loss: 0.0311652 | Time: 2516.6 ms [2022-04-08 14:37:51 main:574] : INFO : Epoch 1695 | loss: 0.031159 | val_loss: 0.0311539 | Time: 2480.53 ms [2022-04-08 14:37:53 main:574] : INFO : Epoch 1696 | loss: 0.0311491 | val_loss: 0.0311517 | Time: 2457.7 ms [2022-04-08 14:37:56 main:574] : INFO : Epoch 1697 | loss: 0.0311464 | val_loss: 0.0311419 | Time: 2481.5 ms [2022-04-08 14:37:58 main:574] : INFO : Epoch 1698 | loss: 0.0311431 | val_loss: 0.0311523 | Time: 2484.1 ms [2022-04-08 14:38:01 main:574] : INFO : Epoch 1699 | loss: 0.0311415 | val_loss: 0.0311433 | Time: 2502.47 ms [2022-04-08 14:38:03 main:574] : INFO : Epoch 1700 | loss: 0.0311385 | val_loss: 0.03114 | Time: 2457.72 ms [2022-04-08 14:38:06 main:574] : INFO : Epoch 1701 | loss: 0.0311375 | val_loss: 0.0311401 | Time: 2504.93 ms [2022-04-08 14:38:08 main:574] : INFO : Epoch 1702 | loss: 0.0311348 | val_loss: 0.031138 | Time: 2524.98 ms [2022-04-08 14:38:11 main:574] : INFO : Epoch 1703 | loss: 0.0311335 | val_loss: 0.0311373 | Time: 2489.18 ms [2022-04-08 14:38:13 main:574] : INFO : Epoch 1704 | loss: 0.0311355 | val_loss: 0.0311373 | Time: 2480.03 ms [2022-04-08 14:38:16 main:574] : INFO : Epoch 1705 | loss: 0.0311329 | val_loss: 0.0311367 | Time: 2504.89 ms [2022-04-08 14:38:18 main:574] : INFO : Epoch 1706 | loss: 0.0311289 | val_loss: 0.0311335 | Time: 2504.5 ms [2022-04-08 14:38:21 main:574] : INFO : Epoch 1707 | loss: 0.0311274 | val_loss: 0.0311319 | Time: 2471.93 ms [2022-04-08 14:38:23 main:574] : INFO : Epoch 1708 | loss: 0.0311268 | val_loss: 0.0311336 | Time: 2467.21 ms [2022-04-08 14:38:26 main:574] : INFO : Epoch 1709 | loss: 0.0311278 | val_loss: 0.0311304 | Time: 2489.57 ms [2022-04-08 14:38:28 main:574] : INFO : Epoch 1710 | loss: 0.0311288 | val_loss: 0.0311352 | Time: 2476.97 ms [2022-04-08 14:38:31 main:574] : INFO : Epoch 1711 | loss: 0.0311285 | val_loss: 0.031141 | Time: 2452.33 ms [2022-04-08 14:38:33 main:574] : INFO : Epoch 1712 | loss: 0.0311287 | val_loss: 0.0311334 | Time: 2501.8 ms [2022-04-08 14:38:36 main:574] : INFO : Epoch 1713 | loss: 0.031132 | val_loss: 0.0311362 | Time: 2478.78 ms [2022-04-08 14:38:38 main:574] : INFO : Epoch 1714 | loss: 0.0311276 | val_loss: 0.0311327 | Time: 2484.25 ms [2022-04-08 14:38:41 main:574] : INFO : Epoch 1715 | loss: 0.0311255 | val_loss: 0.0311322 | Time: 2461.62 ms [2022-04-08 14:38:43 main:574] : INFO : Epoch 1716 | loss: 0.031129 | val_loss: 0.0311351 | Time: 2475.97 ms [2022-04-08 14:38:45 main:574] : INFO : Epoch 1717 | loss: 0.031133 | val_loss: 0.0311496 | Time: 2466.31 ms [2022-04-08 14:38:48 main:574] : INFO : Epoch 1718 | loss: 0.0311371 | val_loss: 0.031136 | Time: 2492.43 ms [2022-04-08 14:38:50 main:574] : INFO : Epoch 1719 | loss: 0.0311318 | val_loss: 0.0311349 | Time: 2484.75 ms [2022-04-08 14:38:53 main:574] : INFO : Epoch 1720 | loss: 0.0311283 | val_loss: 0.0311303 | Time: 2470.92 ms [2022-04-08 14:38:55 main:574] : INFO : Epoch 1721 | loss: 0.0311282 | val_loss: 0.0311341 | Time: 2470.21 ms [2022-04-08 14:38:58 main:574] : INFO : Epoch 1722 | loss: 0.0311297 | val_loss: 0.0311281 | Time: 2480.34 ms [2022-04-08 14:39:00 main:574] : INFO : Epoch 1723 | loss: 0.0311264 | val_loss: 0.0311325 | Time: 2489.77 ms [2022-04-08 14:39:03 main:574] : INFO : Epoch 1724 | loss: 0.0311228 | val_loss: 0.031128 | Time: 2476.49 ms [2022-04-08 14:39:05 main:574] : INFO : Epoch 1725 | loss: 0.0311209 | val_loss: 0.0311293 | Time: 2476.02 ms [2022-04-08 14:39:08 main:574] : INFO : Epoch 1726 | loss: 0.0311199 | val_loss: 0.03113 | Time: 2479.13 ms [2022-04-08 14:39:10 main:574] : INFO : Epoch 1727 | loss: 0.0311216 | val_loss: 0.0311292 | Time: 2489.53 ms [2022-04-08 14:39:13 main:574] : INFO : Epoch 1728 | loss: 0.0311218 | val_loss: 0.0311282 | Time: 2473.25 ms [2022-04-08 14:39:15 main:574] : INFO : Epoch 1729 | loss: 0.0311237 | val_loss: 0.0311286 | Time: 2469.2 ms [2022-04-08 14:39:18 main:574] : INFO : Epoch 1730 | loss: 0.0311241 | val_loss: 0.0311325 | Time: 2471.46 ms [2022-04-08 14:39:20 main:574] : INFO : Epoch 1731 | loss: 0.0311211 | val_loss: 0.0311345 | Time: 2469.09 ms [2022-04-08 14:39:23 main:574] : INFO : Epoch 1732 | loss: 0.0311222 | val_loss: 0.03113 | Time: 2492.26 ms [2022-04-08 14:39:25 main:574] : INFO : Epoch 1733 | loss: 0.03112 | val_loss: 0.0311337 | Time: 2485.77 ms [2022-04-08 14:39:28 main:574] : INFO : Epoch 1734 | loss: 0.0311206 | val_loss: 0.0311301 | Time: 2471.23 ms [2022-04-08 14:39:30 main:574] : INFO : Epoch 1735 | loss: 0.0311195 | val_loss: 0.0311282 | Time: 2485.54 ms [2022-04-08 14:39:33 main:574] : INFO : Epoch 1736 | loss: 0.0311171 | val_loss: 0.0311304 | Time: 2485.94 ms [2022-04-08 14:39:35 main:574] : INFO : Epoch 1737 | loss: 0.031121 | val_loss: 0.0311312 | Time: 2446.07 ms [2022-04-08 14:39:38 main:574] : INFO : Epoch 1738 | loss: 0.0311187 | val_loss: 0.0311278 | Time: 2489.06 ms [2022-04-08 14:39:40 main:574] : INFO : Epoch 1739 | loss: 0.031118 | val_loss: 0.031128 | Time: 2484.85 ms [2022-04-08 14:39:43 main:574] : INFO : Epoch 1740 | loss: 0.0311173 | val_loss: 0.0311305 | Time: 2508.17 ms [2022-04-08 14:39:45 main:574] : INFO : Epoch 1741 | loss: 0.0311244 | val_loss: 0.0311304 | Time: 2477.53 ms [2022-04-08 14:39:48 main:574] : INFO : Epoch 1742 | loss: 0.0311221 | val_loss: 0.0311255 | Time: 2464.95 ms [2022-04-08 14:39:50 main:574] : INFO : Epoch 1743 | loss: 0.0311182 | val_loss: 0.0311279 | Time: 2493 ms [2022-04-08 14:39:53 main:574] : INFO : Epoch 1744 | loss: 0.0311148 | val_loss: 0.0311269 | Time: 2528.08 ms [2022-04-08 14:39:55 main:574] : INFO : Epoch 1745 | loss: 0.0311141 | val_loss: 0.0311245 | Time: 2503.68 ms [2022-04-08 14:39:58 main:574] : INFO : Epoch 1746 | loss: 0.0311147 | val_loss: 0.0311241 | Time: 2471.78 ms [2022-04-08 14:40:00 main:574] : INFO : Epoch 1747 | loss: 0.0311145 | val_loss: 0.0311266 | Time: 2488.26 ms [2022-04-08 14:40:03 main:574] : INFO : Epoch 1748 | loss: 0.0311163 | val_loss: 0.0311261 | Time: 2495.89 ms [2022-04-08 14:40:05 main:574] : INFO : Epoch 1749 | loss: 0.0311148 | val_loss: 0.0311249 | Time: 2485.67 ms [2022-04-08 14:40:07 main:574] : INFO : Epoch 1750 | loss: 0.0311162 | val_loss: 0.0311259 | Time: 2472.94 ms [2022-04-08 14:40:10 main:574] : INFO : Epoch 1751 | loss: 0.0311133 | val_loss: 0.0311311 | Time: 2493.22 ms [2022-04-08 14:40:12 main:574] : INFO : Epoch 1752 | loss: 0.0311143 | val_loss: 0.0311282 | Time: 2462.28 ms [2022-04-08 14:40:15 main:574] : INFO : Epoch 1753 | loss: 0.0311152 | val_loss: 0.0311248 | Time: 2489.95 ms [2022-04-08 14:40:17 main:574] : INFO : Epoch 1754 | loss: 0.0311125 | val_loss: 0.0311263 | Time: 2492.19 ms [2022-04-08 14:40:20 main:574] : INFO : Epoch 1755 | loss: 0.0311111 | val_loss: 0.0311228 | Time: 2499.73 ms [2022-04-08 14:40:22 main:574] : INFO : Epoch 1756 | loss: 0.0311102 | val_loss: 0.0311257 | Time: 2554.79 ms [2022-04-08 14:40:25 main:574] : INFO : Epoch 1757 | loss: 0.0311109 | val_loss: 0.0311231 | Time: 2487.05 ms [2022-04-08 14:40:27 main:574] : INFO : Epoch 1758 | loss: 0.0311097 | val_loss: 0.0311228 | Time: 2489.55 ms [2022-04-08 14:40:30 main:574] : INFO : Epoch 1759 | loss: 0.0311094 | val_loss: 0.0311287 | Time: 2504.99 ms [2022-04-08 14:40:32 main:574] : INFO : Epoch 1760 | loss: 0.031113 | val_loss: 0.0311255 | Time: 2489 ms [2022-04-08 14:40:35 main:574] : INFO : Epoch 1761 | loss: 0.0311125 | val_loss: 0.0311235 | Time: 2517.06 ms [2022-04-08 14:40:37 main:574] : INFO : Epoch 1762 | loss: 0.0311086 | val_loss: 0.0311221 | Time: 2499.51 ms [2022-04-08 14:40:40 main:574] : INFO : Epoch 1763 | loss: 0.0311081 | val_loss: 0.0311223 | Time: 2471.59 ms [2022-04-08 14:40:42 main:574] : INFO : Epoch 1764 | loss: 0.0311078 | val_loss: 0.0311257 | Time: 2484.95 ms [2022-04-08 14:40:45 main:574] : INFO : Epoch 1765 | loss: 0.0311067 | val_loss: 0.0311225 | Time: 2494.79 ms [2022-04-08 14:40:47 main:574] : INFO : Epoch 1766 | loss: 0.0311072 | val_loss: 0.0311232 | Time: 2481.23 ms [2022-04-08 14:40:50 main:574] : INFO : Epoch 1767 | loss: 0.0311069 | val_loss: 0.0311203 | Time: 2496.87 ms [2022-04-08 14:40:52 main:574] : INFO : Epoch 1768 | loss: 0.0311072 | val_loss: 0.0311244 | Time: 2486.37 ms [2022-04-08 14:40:55 main:574] : INFO : Epoch 1769 | loss: 0.0311055 | val_loss: 0.0311266 | Time: 2499.6 ms [2022-04-08 14:40:57 main:574] : INFO : Epoch 1770 | loss: 0.0311077 | val_loss: 0.0311285 | Time: 2492.13 ms [2022-04-08 14:41:00 main:574] : INFO : Epoch 1771 | loss: 0.0311103 | val_loss: 0.0311249 | Time: 2508.28 ms [2022-04-08 14:41:02 main:574] : INFO : Epoch 1772 | loss: 0.0311077 | val_loss: 0.0311249 | Time: 2489.72 ms [2022-04-08 14:41:05 main:574] : INFO : Epoch 1773 | loss: 0.0311076 | val_loss: 0.0311237 | Time: 2466.3 ms [2022-04-08 14:41:07 main:574] : INFO : Epoch 1774 | loss: 0.0311076 | val_loss: 0.0311256 | Time: 2503.33 ms [2022-04-08 14:41:10 main:574] : INFO : Epoch 1775 | loss: 0.0311102 | val_loss: 0.0311261 | Time: 2514.17 ms [2022-04-08 14:41:12 main:574] : INFO : Epoch 1776 | loss: 0.0311085 | val_loss: 0.0311256 | Time: 2485.46 ms [2022-04-08 14:41:15 main:574] : INFO : Epoch 1777 | loss: 0.0311071 | val_loss: 0.0311264 | Time: 2505.35 ms [2022-04-08 14:41:17 main:574] : INFO : Epoch 1778 | loss: 0.0311072 | val_loss: 0.0311248 | Time: 2473.59 ms [2022-04-08 14:41:20 main:574] : INFO : Epoch 1779 | loss: 0.0311068 | val_loss: 0.0311287 | Time: 2454.92 ms [2022-04-08 14:41:22 main:574] : INFO : Epoch 1780 | loss: 0.0311076 | val_loss: 0.0311291 | Time: 2487.8 ms [2022-04-08 14:41:25 main:574] : INFO : Epoch 1781 | loss: 0.0311061 | val_loss: 0.0311216 | Time: 2466.71 ms [2022-04-08 14:41:27 main:574] : INFO : Epoch 1782 | loss: 0.0311054 | val_loss: 0.0311257 | Time: 2484.07 ms [2022-04-08 14:41:30 main:574] : INFO : Epoch 1783 | loss: 0.0311042 | val_loss: 0.0311229 | Time: 2493.55 ms [2022-04-08 14:41:32 main:574] : INFO : Epoch 1784 | loss: 0.0311032 | val_loss: 0.0311263 | Time: 2477.67 ms [2022-04-08 14:41:35 main:574] : INFO : Epoch 1785 | loss: 0.0311045 | val_loss: 0.0311236 | Time: 2503.88 ms [2022-04-08 14:41:37 main:574] : INFO : Epoch 1786 | loss: 0.0311064 | val_loss: 0.0311255 | Time: 2470.85 ms [2022-04-08 14:41:40 main:574] : INFO : Epoch 1787 | loss: 0.0311044 | val_loss: 0.0311273 | Time: 2494.74 ms [2022-04-08 14:41:42 main:574] : INFO : Epoch 1788 | loss: 0.0311034 | val_loss: 0.0311262 | Time: 2500.16 ms [2022-04-08 14:41:45 main:574] : INFO : Epoch 1789 | loss: 0.0311093 | val_loss: 0.0311322 | Time: 2469.99 ms [2022-04-08 14:41:47 main:574] : INFO : Epoch 1790 | loss: 0.0311162 | val_loss: 0.0311319 | Time: 2479.12 ms [2022-04-08 14:41:50 main:574] : INFO : Epoch 1791 | loss: 0.0311112 | val_loss: 0.031125 | Time: 2495.18 ms [2022-04-08 14:41:52 main:574] : INFO : Epoch 1792 | loss: 0.0311086 | val_loss: 0.0311219 | Time: 2470.34 ms [2022-04-08 14:41:55 main:574] : INFO : Epoch 1793 | loss: 0.0311105 | val_loss: 0.031129 | Time: 2476.51 ms [2022-04-08 14:41:57 main:574] : INFO : Epoch 1794 | loss: 0.0311212 | val_loss: 0.0311358 | Time: 2461.49 ms [2022-04-08 14:42:00 main:574] : INFO : Epoch 1795 | loss: 0.0311183 | val_loss: 0.0311312 | Time: 2486.9 ms [2022-04-08 14:42:02 main:574] : INFO : Epoch 1796 | loss: 0.0311162 | val_loss: 0.0311271 | Time: 2507.42 ms [2022-04-08 14:42:05 main:574] : INFO : Epoch 1797 | loss: 0.0311169 | val_loss: 0.031125 | Time: 2480.36 ms [2022-04-08 14:42:07 main:574] : INFO : Epoch 1798 | loss: 0.0311151 | val_loss: 0.0311254 | Time: 2490.57 ms [2022-04-08 14:42:10 main:574] : INFO : Epoch 1799 | loss: 0.0311149 | val_loss: 0.0311277 | Time: 2520.57 ms [2022-04-08 14:42:12 main:574] : INFO : Epoch 1800 | loss: 0.031111 | val_loss: 0.0311234 | Time: 2493.85 ms [2022-04-08 14:42:15 main:574] : INFO : Epoch 1801 | loss: 0.0311135 | val_loss: 0.0311246 | Time: 2506.32 ms [2022-04-08 14:42:17 main:574] : INFO : Epoch 1802 | loss: 0.0311122 | val_loss: 0.031124 | Time: 2470.23 ms [2022-04-08 14:42:20 main:574] : INFO : Epoch 1803 | loss: 0.0311094 | val_loss: 0.0311222 | Time: 2455.37 ms [2022-04-08 14:42:22 main:574] : INFO : Epoch 1804 | loss: 0.0311086 | val_loss: 0.031122 | Time: 2458.82 ms [2022-04-08 14:42:25 main:574] : INFO : Epoch 1805 | loss: 0.0311088 | val_loss: 0.0311251 | Time: 2495.39 ms [2022-04-08 14:42:27 main:574] : INFO : Epoch 1806 | loss: 0.0311138 | val_loss: 0.0311245 | Time: 2471.23 ms [2022-04-08 14:42:29 main:574] : INFO : Epoch 1807 | loss: 0.0311096 | val_loss: 0.031123 | Time: 2469.36 ms [2022-04-08 14:42:32 main:574] : INFO : Epoch 1808 | loss: 0.0311117 | val_loss: 0.0311249 | Time: 2479.18 ms [2022-04-08 14:42:34 main:574] : INFO : Epoch 1809 | loss: 0.0311074 | val_loss: 0.0311211 | Time: 2504.57 ms [2022-04-08 14:42:37 main:574] : INFO : Epoch 1810 | loss: 0.031109 | val_loss: 0.0311244 | Time: 2501.42 ms [2022-04-08 14:42:39 main:574] : INFO : Epoch 1811 | loss: 0.0311084 | val_loss: 0.0311186 | Time: 2504.24 ms [2022-04-08 14:42:42 main:574] : INFO : Epoch 1812 | loss: 0.0311076 | val_loss: 0.0311194 | Time: 2504.55 ms [2022-04-08 14:42:44 main:574] : INFO : Epoch 1813 | loss: 0.0311062 | val_loss: 0.0311197 | Time: 2506.33 ms [2022-04-08 14:42:47 main:574] : INFO : Epoch 1814 | loss: 0.0311044 | val_loss: 0.0311194 | Time: 2463.4 ms [2022-04-08 14:42:49 main:574] : INFO : Epoch 1815 | loss: 0.0311031 | val_loss: 0.031122 | Time: 2483.19 ms [2022-04-08 14:42:52 main:574] : INFO : Epoch 1816 | loss: 0.0311039 | val_loss: 0.0311214 | Time: 2466.99 ms [2022-04-08 14:42:54 main:574] : INFO : Epoch 1817 | loss: 0.031108 | val_loss: 0.03113 | Time: 2469.6 ms [2022-04-08 14:42:57 main:574] : INFO : Epoch 1818 | loss: 0.0311076 | val_loss: 0.0311314 | Time: 2468.76 ms [2022-04-08 14:42:59 main:574] : INFO : Epoch 1819 | loss: 0.0311075 | val_loss: 0.0311207 | Time: 2472.72 ms [2022-04-08 14:43:02 main:574] : INFO : Epoch 1820 | loss: 0.0311027 | val_loss: 0.0311242 | Time: 2495.38 ms [2022-04-08 14:43:04 main:574] : INFO : Epoch 1821 | loss: 0.0311039 | val_loss: 0.0311245 | Time: 2498.99 ms [2022-04-08 14:43:07 main:574] : INFO : Epoch 1822 | loss: 0.0311063 | val_loss: 0.0311267 | Time: 2486.53 ms [2022-04-08 14:43:09 main:574] : INFO : Epoch 1823 | loss: 0.0311023 | val_loss: 0.0311233 | Time: 2474.65 ms [2022-04-08 14:43:12 main:574] : INFO : Epoch 1824 | loss: 0.0311085 | val_loss: 0.0311323 | Time: 2472.73 ms [2022-04-08 14:43:14 main:574] : INFO : Epoch 1825 | loss: 0.0311249 | val_loss: 0.0311339 | Time: 2491.76 ms [2022-04-08 14:43:17 main:574] : INFO : Epoch 1826 | loss: 0.0311235 | val_loss: 0.031139 | Time: 2485.69 ms [2022-04-08 14:43:19 main:574] : INFO : Epoch 1827 | loss: 0.0311212 | val_loss: 0.0311294 | Time: 2485.34 ms [2022-04-08 14:43:22 main:574] : INFO : Epoch 1828 | loss: 0.0311187 | val_loss: 0.0311302 | Time: 2482.98 ms [2022-04-08 14:43:24 main:574] : INFO : Epoch 1829 | loss: 0.0311155 | val_loss: 0.0311305 | Time: 2522.46 ms [2022-04-08 14:43:27 main:574] : INFO : Epoch 1830 | loss: 0.0311145 | val_loss: 0.0311288 | Time: 2486.43 ms [2022-04-08 14:43:29 main:574] : INFO : Epoch 1831 | loss: 0.0311133 | val_loss: 0.0311292 | Time: 2481.77 ms [2022-04-08 14:43:32 main:574] : INFO : Epoch 1832 | loss: 0.0311189 | val_loss: 0.0311287 | Time: 2510.82 ms [2022-04-08 14:43:34 main:574] : INFO : Epoch 1833 | loss: 0.0311342 | val_loss: 0.0311379 | Time: 2471.18 ms [2022-04-08 14:43:37 main:574] : INFO : Epoch 1834 | loss: 0.0311297 | val_loss: 0.0311302 | Time: 2450.62 ms [2022-04-08 14:43:39 main:574] : INFO : Epoch 1835 | loss: 0.0311196 | val_loss: 0.031124 | Time: 2439.83 ms [2022-04-08 14:43:42 main:574] : INFO : Epoch 1836 | loss: 0.031115 | val_loss: 0.0311228 | Time: 2465.56 ms [2022-04-08 14:43:44 main:574] : INFO : Epoch 1837 | loss: 0.0311163 | val_loss: 0.0311222 | Time: 2485.62 ms [2022-04-08 14:43:47 main:574] : INFO : Epoch 1838 | loss: 0.0311128 | val_loss: 0.0311235 | Time: 2495 ms [2022-04-08 14:43:49 main:574] : INFO : Epoch 1839 | loss: 0.0311129 | val_loss: 0.0311246 | Time: 2488.82 ms [2022-04-08 14:43:52 main:574] : INFO : Epoch 1840 | loss: 0.031112 | val_loss: 0.0311207 | Time: 2503.62 ms [2022-04-08 14:43:54 main:574] : INFO : Epoch 1841 | loss: 0.0311094 | val_loss: 0.0311219 | Time: 2499.52 ms [2022-04-08 14:43:56 main:574] : INFO : Epoch 1842 | loss: 0.0311081 | val_loss: 0.0311197 | Time: 2476.34 ms [2022-04-08 14:43:59 main:574] : INFO : Epoch 1843 | loss: 0.0311094 | val_loss: 0.0311216 | Time: 2507.88 ms [2022-04-08 14:44:01 main:574] : INFO : Epoch 1844 | loss: 0.0311082 | val_loss: 0.0311179 | Time: 2489.33 ms [2022-04-08 14:44:04 main:574] : INFO : Epoch 1845 | loss: 0.0311086 | val_loss: 0.0311206 | Time: 2497.26 ms [2022-04-08 14:44:06 main:574] : INFO : Epoch 1846 | loss: 0.0311085 | val_loss: 0.0311176 | Time: 2457.46 ms [2022-04-08 14:44:09 main:574] : INFO : Epoch 1847 | loss: 0.031107 | val_loss: 0.0311188 | Time: 2489.64 ms [2022-04-08 14:44:11 main:574] : INFO : Epoch 1848 | loss: 0.0311058 | val_loss: 0.0311165 | Time: 2503.04 ms [2022-04-08 14:44:14 main:574] : INFO : Epoch 1849 | loss: 0.0311054 | val_loss: 0.0311174 | Time: 2510.12 ms [2022-04-08 14:44:16 main:574] : INFO : Epoch 1850 | loss: 0.0311043 | val_loss: 0.0311195 | Time: 2521.37 ms [2022-04-08 14:44:19 main:574] : INFO : Epoch 1851 | loss: 0.031103 | val_loss: 0.0311156 | Time: 2499.3 ms [2022-04-08 14:44:21 main:574] : INFO : Epoch 1852 | loss: 0.0311031 | val_loss: 0.0311186 | Time: 2499.2 ms [2022-04-08 14:44:24 main:574] : INFO : Epoch 1853 | loss: 0.0311043 | val_loss: 0.0311169 | Time: 2511.64 ms [2022-04-08 14:44:27 main:574] : INFO : Epoch 1854 | loss: 0.0311027 | val_loss: 0.0311175 | Time: 2485.46 ms [2022-04-08 14:44:29 main:574] : INFO : Epoch 1855 | loss: 0.031102 | val_loss: 0.0311218 | Time: 2503.84 ms [2022-04-08 14:44:32 main:574] : INFO : Epoch 1856 | loss: 0.0311046 | val_loss: 0.0311189 | Time: 2521.61 ms [2022-04-08 14:44:34 main:574] : INFO : Epoch 1857 | loss: 0.0311033 | val_loss: 0.0311195 | Time: 2471.62 ms [2022-04-08 14:44:37 main:574] : INFO : Epoch 1858 | loss: 0.0311035 | val_loss: 0.031117 | Time: 2510.53 ms [2022-04-08 14:44:39 main:574] : INFO : Epoch 1859 | loss: 0.0311023 | val_loss: 0.0311169 | Time: 2512.21 ms [2022-04-08 14:44:42 main:574] : INFO : Epoch 1860 | loss: 0.0311029 | val_loss: 0.0311177 | Time: 2511.41 ms [2022-04-08 14:44:44 main:574] : INFO : Epoch 1861 | loss: 0.0311012 | val_loss: 0.0311191 | Time: 2506.54 ms [2022-04-08 14:44:47 main:574] : INFO : Epoch 1862 | loss: 0.0311013 | val_loss: 0.0311193 | Time: 2460.06 ms [2022-04-08 14:44:49 main:574] : INFO : Epoch 1863 | loss: 0.0311016 | val_loss: 0.0311186 | Time: 2471.44 ms [2022-04-08 14:44:51 main:574] : INFO : Epoch 1864 | loss: 0.0311022 | val_loss: 0.0311222 | Time: 2492.45 ms [2022-04-08 14:44:54 main:574] : INFO : Epoch 1865 | loss: 0.031102 | val_loss: 0.0311209 | Time: 2476.41 ms [2022-04-08 14:44:56 main:574] : INFO : Epoch 1866 | loss: 0.0311034 | val_loss: 0.0311196 | Time: 2475.62 ms [2022-04-08 14:44:59 main:574] : INFO : Epoch 1867 | loss: 0.0311002 | val_loss: 0.0311207 | Time: 2514.15 ms [2022-04-08 14:45:01 main:574] : INFO : Epoch 1868 | loss: 0.0311021 | val_loss: 0.0311244 | Time: 2476.38 ms [2022-04-08 14:45:04 main:574] : INFO : Epoch 1869 | loss: 0.0311026 | val_loss: 0.0311191 | Time: 2475.05 ms [2022-04-08 14:45:06 main:574] : INFO : Epoch 1870 | loss: 0.0311021 | val_loss: 0.0311165 | Time: 2504.63 ms [2022-04-08 14:45:09 main:574] : INFO : Epoch 1871 | loss: 0.0311023 | val_loss: 0.0311173 | Time: 2519.89 ms [2022-04-08 14:45:11 main:574] : INFO : Epoch 1872 | loss: 0.0311026 | val_loss: 0.0311261 | Time: 2506.88 ms [2022-04-08 14:45:14 main:574] : INFO : Epoch 1873 | loss: 0.0311033 | val_loss: 0.0311223 | Time: 2475.81 ms [2022-04-08 14:45:16 main:574] : INFO : Epoch 1874 | loss: 0.031103 | val_loss: 0.0311184 | Time: 2488.39 ms [2022-04-08 14:45:19 main:574] : INFO : Epoch 1875 | loss: 0.0311016 | val_loss: 0.0311168 | Time: 2519.41 ms [2022-04-08 14:45:21 main:574] : INFO : Epoch 1876 | loss: 0.0311025 | val_loss: 0.0311171 | Time: 2477.89 ms [2022-04-08 14:45:24 main:574] : INFO : Epoch 1877 | loss: 0.0311019 | val_loss: 0.0311227 | Time: 2498.25 ms [2022-04-08 14:45:26 main:574] : INFO : Epoch 1878 | loss: 0.0311021 | val_loss: 0.0311175 | Time: 2520.69 ms [2022-04-08 14:45:29 main:574] : INFO : Epoch 1879 | loss: 0.031104 | val_loss: 0.0311139 | Time: 2492.84 ms [2022-04-08 14:45:31 main:574] : INFO : Epoch 1880 | loss: 0.0311037 | val_loss: 0.0311166 | Time: 2492.04 ms [2022-04-08 14:45:34 main:574] : INFO : Epoch 1881 | loss: 0.031103 | val_loss: 0.031119 | Time: 2491.18 ms [2022-04-08 14:45:36 main:574] : INFO : Epoch 1882 | loss: 0.0311025 | val_loss: 0.0311261 | Time: 2480.07 ms [2022-04-08 14:45:39 main:574] : INFO : Epoch 1883 | loss: 0.0311026 | val_loss: 0.0311214 | Time: 2478.73 ms [2022-04-08 14:45:41 main:574] : INFO : Epoch 1884 | loss: 0.0311028 | val_loss: 0.0311218 | Time: 2496.49 ms [2022-04-08 14:45:44 main:574] : INFO : Epoch 1885 | loss: 0.0311048 | val_loss: 0.0311167 | Time: 2477.96 ms [2022-04-08 14:45:46 main:574] : INFO : Epoch 1886 | loss: 0.031103 | val_loss: 0.0311226 | Time: 2505.89 ms [2022-04-08 14:45:49 main:574] : INFO : Epoch 1887 | loss: 0.0311023 | val_loss: 0.0311188 | Time: 2495.57 ms [2022-04-08 14:45:51 main:574] : INFO : Epoch 1888 | loss: 0.0311031 | val_loss: 0.0311249 | Time: 2511.46 ms [2022-04-08 14:45:54 main:574] : INFO : Epoch 1889 | loss: 0.0311013 | val_loss: 0.0311316 | Time: 2497.14 ms [2022-04-08 14:45:56 main:574] : INFO : Epoch 1890 | loss: 0.0311008 | val_loss: 0.0311205 | Time: 2512.8 ms [2022-04-08 14:45:59 main:574] : INFO : Epoch 1891 | loss: 0.031098 | val_loss: 0.0311191 | Time: 2475.05 ms [2022-04-08 14:46:01 main:574] : INFO : Epoch 1892 | loss: 0.0310969 | val_loss: 0.0311167 | Time: 2474.92 ms [2022-04-08 14:46:04 main:574] : INFO : Epoch 1893 | loss: 0.0310971 | val_loss: 0.031119 | Time: 2475.19 ms [2022-04-08 14:46:06 main:574] : INFO : Epoch 1894 | loss: 0.0310974 | val_loss: 0.0311189 | Time: 2488.93 ms [2022-04-08 14:46:09 main:574] : INFO : Epoch 1895 | loss: 0.0310986 | val_loss: 0.0311188 | Time: 2485.85 ms [2022-04-08 14:46:11 main:574] : INFO : Epoch 1896 | loss: 0.0311103 | val_loss: 0.0311208 | Time: 2497.03 ms [2022-04-08 14:46:14 main:574] : INFO : Epoch 1897 | loss: 0.0311114 | val_loss: 0.0311199 | Time: 2476.81 ms [2022-04-08 14:46:16 main:574] : INFO : Epoch 1898 | loss: 0.0311119 | val_loss: 0.0311243 | Time: 2524.13 ms [2022-04-08 14:46:19 main:574] : INFO : Epoch 1899 | loss: 0.0311139 | val_loss: 0.031123 | Time: 2469.73 ms [2022-04-08 14:46:21 main:574] : INFO : Epoch 1900 | loss: 0.0311107 | val_loss: 0.0311254 | Time: 2484.92 ms [2022-04-08 14:46:24 main:574] : INFO : Epoch 1901 | loss: 0.0311076 | val_loss: 0.0311204 | Time: 2481.67 ms [2022-04-08 14:46:26 main:574] : INFO : Epoch 1902 | loss: 0.0311047 | val_loss: 0.0311203 | Time: 2498.37 ms [2022-04-08 14:46:29 main:574] : INFO : Epoch 1903 | loss: 0.0311062 | val_loss: 0.0311219 | Time: 2480.63 ms [2022-04-08 14:46:31 main:574] : INFO : Epoch 1904 | loss: 0.0311069 | val_loss: 0.0311236 | Time: 2475.51 ms [2022-04-08 14:46:34 main:574] : INFO : Epoch 1905 | loss: 0.0311149 | val_loss: 0.0311255 | Time: 2448.68 ms [2022-04-08 14:46:36 main:574] : INFO : Epoch 1906 | loss: 0.0311143 | val_loss: 0.0311235 | Time: 2507.97 ms [2022-04-08 14:46:39 main:574] : INFO : Epoch 1907 | loss: 0.0311143 | val_loss: 0.031121 | Time: 2505 ms [2022-04-08 14:46:41 main:574] : INFO : Epoch 1908 | loss: 0.03111 | val_loss: 0.0311221 | Time: 2453.99 ms [2022-04-08 14:46:44 main:574] : INFO : Epoch 1909 | loss: 0.0311081 | val_loss: 0.0311188 | Time: 2481.17 ms [2022-04-08 14:46:46 main:574] : INFO : Epoch 1910 | loss: 0.0311083 | val_loss: 0.0311315 | Time: 2440.33 ms [2022-04-08 14:46:49 main:574] : INFO : Epoch 1911 | loss: 0.0311125 | val_loss: 0.0311303 | Time: 2474.25 ms [2022-04-08 14:46:51 main:574] : INFO : Epoch 1912 | loss: 0.031115 | val_loss: 0.03112 | Time: 2470.45 ms [2022-04-08 14:46:53 main:574] : INFO : Epoch 1913 | loss: 0.0311118 | val_loss: 0.0311267 | Time: 2484.57 ms [2022-04-08 14:46:56 main:574] : INFO : Epoch 1914 | loss: 0.0311067 | val_loss: 0.0311213 | Time: 2475.15 ms [2022-04-08 14:46:58 main:574] : INFO : Epoch 1915 | loss: 0.031106 | val_loss: 0.0311188 | Time: 2458.32 ms [2022-04-08 14:47:01 main:574] : INFO : Epoch 1916 | loss: 0.0311061 | val_loss: 0.031117 | Time: 2469.57 ms [2022-04-08 14:47:03 main:574] : INFO : Epoch 1917 | loss: 0.0311069 | val_loss: 0.0311206 | Time: 2490.16 ms [2022-04-08 14:47:06 main:574] : INFO : Epoch 1918 | loss: 0.0311057 | val_loss: 0.0311193 | Time: 2472.6 ms [2022-04-08 14:47:08 main:574] : INFO : Epoch 1919 | loss: 0.0311056 | val_loss: 0.0311176 | Time: 2483.59 ms [2022-04-08 14:47:11 main:574] : INFO : Epoch 1920 | loss: 0.0311096 | val_loss: 0.0311242 | Time: 2466.11 ms [2022-04-08 14:47:13 main:574] : INFO : Epoch 1921 | loss: 0.031114 | val_loss: 0.0311243 | Time: 2492.17 ms [2022-04-08 14:47:16 main:574] : INFO : Epoch 1922 | loss: 0.0311082 | val_loss: 0.0311167 | Time: 2485.44 ms [2022-04-08 14:47:18 main:574] : INFO : Epoch 1923 | loss: 0.0311078 | val_loss: 0.0311221 | Time: 2514.99 ms [2022-04-08 14:47:21 main:574] : INFO : Epoch 1924 | loss: 0.0311072 | val_loss: 0.0311193 | Time: 2506.72 ms [2022-04-08 14:47:23 main:574] : INFO : Epoch 1925 | loss: 0.0311034 | val_loss: 0.0311151 | Time: 2502.91 ms [2022-04-08 14:47:26 main:574] : INFO : Epoch 1926 | loss: 0.0311003 | val_loss: 0.0311151 | Time: 2485.51 ms [2022-04-08 14:47:28 main:574] : INFO : Epoch 1927 | loss: 0.0311004 | val_loss: 0.0311169 | Time: 2490.14 ms [2022-04-08 14:47:31 main:574] : INFO : Epoch 1928 | loss: 0.0311032 | val_loss: 0.0311179 | Time: 2510.9 ms [2022-04-08 14:47:33 main:574] : INFO : Epoch 1929 | loss: 0.0310996 | val_loss: 0.0311153 | Time: 2469.27 ms [2022-04-08 14:47:36 main:574] : INFO : Epoch 1930 | loss: 0.0310982 | val_loss: 0.0311146 | Time: 2487.04 ms [2022-04-08 14:47:38 main:574] : INFO : Epoch 1931 | loss: 0.0311005 | val_loss: 0.031118 | Time: 2443.18 ms [2022-04-08 14:47:41 main:574] : INFO : Epoch 1932 | loss: 0.0310989 | val_loss: 0.0311164 | Time: 2485.4 ms [2022-04-08 14:47:43 main:574] : INFO : Epoch 1933 | loss: 0.0311045 | val_loss: 0.031129 | Time: 2500.42 ms [2022-04-08 14:47:46 main:574] : INFO : Epoch 1934 | loss: 0.031103 | val_loss: 0.0311204 | Time: 2502.87 ms [2022-04-08 14:47:48 main:574] : INFO : Epoch 1935 | loss: 0.0311015 | val_loss: 0.0311224 | Time: 2506.71 ms [2022-04-08 14:47:51 main:574] : INFO : Epoch 1936 | loss: 0.0311012 | val_loss: 0.0311209 | Time: 2522.11 ms [2022-04-08 14:47:53 main:574] : INFO : Epoch 1937 | loss: 0.0310998 | val_loss: 0.0311235 | Time: 2478.44 ms [2022-04-08 14:47:56 main:574] : INFO : Epoch 1938 | loss: 0.0310997 | val_loss: 0.0311187 | Time: 2462.33 ms [2022-04-08 14:47:58 main:574] : INFO : Epoch 1939 | loss: 0.0310989 | val_loss: 0.0311194 | Time: 2466.22 ms [2022-04-08 14:48:01 main:574] : INFO : Epoch 1940 | loss: 0.0310976 | val_loss: 0.0311195 | Time: 2512.17 ms [2022-04-08 14:48:03 main:574] : INFO : Epoch 1941 | loss: 0.0310976 | val_loss: 0.0311285 | Time: 2462.59 ms [2022-04-08 14:48:06 main:574] : INFO : Epoch 1942 | loss: 0.0311018 | val_loss: 0.0311247 | Time: 2483.01 ms [2022-04-08 14:48:08 main:574] : INFO : Epoch 1943 | loss: 0.0311133 | val_loss: 0.0311254 | Time: 2469.84 ms [2022-04-08 14:48:11 main:574] : INFO : Epoch 1944 | loss: 0.0311079 | val_loss: 0.0311344 | Time: 2478.4 ms [2022-04-08 14:48:13 main:574] : INFO : Epoch 1945 | loss: 0.0311257 | val_loss: 0.0311394 | Time: 2486.58 ms [2022-04-08 14:48:16 main:574] : INFO : Epoch 1946 | loss: 0.0311221 | val_loss: 0.0311329 | Time: 2452.52 ms [2022-04-08 14:48:18 main:574] : INFO : Epoch 1947 | loss: 0.03112 | val_loss: 0.031145 | Time: 2481.42 ms [2022-04-08 14:48:20 main:574] : INFO : Epoch 1948 | loss: 0.0311176 | val_loss: 0.0311297 | Time: 2465.44 ms [2022-04-08 14:48:23 main:574] : INFO : Epoch 1949 | loss: 0.0311128 | val_loss: 0.0311317 | Time: 2505.12 ms [2022-04-08 14:48:26 main:574] : INFO : Epoch 1950 | loss: 0.0311115 | val_loss: 0.0311273 | Time: 2499 ms [2022-04-08 14:48:28 main:574] : INFO : Epoch 1951 | loss: 0.0311126 | val_loss: 0.0311259 | Time: 2466.56 ms [2022-04-08 14:48:30 main:574] : INFO : Epoch 1952 | loss: 0.0311093 | val_loss: 0.0311271 | Time: 2464.12 ms [2022-04-08 14:48:33 main:574] : INFO : Epoch 1953 | loss: 0.0311091 | val_loss: 0.0311258 | Time: 2463.45 ms [2022-04-08 14:48:35 main:574] : INFO : Epoch 1954 | loss: 0.0311104 | val_loss: 0.0311263 | Time: 2455 ms [2022-04-08 14:48:38 main:574] : INFO : Epoch 1955 | loss: 0.0311092 | val_loss: 0.0311261 | Time: 2476.82 ms [2022-04-08 14:48:40 main:574] : INFO : Epoch 1956 | loss: 0.0311064 | val_loss: 0.0311266 | Time: 2498.21 ms [2022-04-08 14:48:43 main:574] : INFO : Epoch 1957 | loss: 0.0311052 | val_loss: 0.031124 | Time: 2492.19 ms [2022-04-08 14:48:45 main:574] : INFO : Epoch 1958 | loss: 0.0311047 | val_loss: 0.0311232 | Time: 2490.96 ms [2022-04-08 14:48:48 main:574] : INFO : Epoch 1959 | loss: 0.0311043 | val_loss: 0.0311239 | Time: 2514.55 ms [2022-04-08 14:48:50 main:574] : INFO : Epoch 1960 | loss: 0.0311043 | val_loss: 0.0311245 | Time: 2475.23 ms [2022-04-08 14:48:53 main:574] : INFO : Epoch 1961 | loss: 0.0311015 | val_loss: 0.0311255 | Time: 2520.99 ms [2022-04-08 14:48:55 main:574] : INFO : Epoch 1962 | loss: 0.0311025 | val_loss: 0.0311207 | Time: 2495.32 ms [2022-04-08 14:48:58 main:574] : INFO : Epoch 1963 | loss: 0.0311031 | val_loss: 0.031121 | Time: 2489.79 ms [2022-04-08 14:49:00 main:574] : INFO : Epoch 1964 | loss: 0.0311016 | val_loss: 0.0311234 | Time: 2490.28 ms [2022-04-08 14:49:03 main:574] : INFO : Epoch 1965 | loss: 0.0311035 | val_loss: 0.0311239 | Time: 2496.07 ms [2022-04-08 14:49:05 main:574] : INFO : Epoch 1966 | loss: 0.0311039 | val_loss: 0.0311253 | Time: 2483.86 ms [2022-04-08 14:49:08 main:574] : INFO : Epoch 1967 | loss: 0.0311018 | val_loss: 0.0311288 | Time: 2472.49 ms [2022-04-08 14:49:10 main:574] : INFO : Epoch 1968 | loss: 0.0311017 | val_loss: 0.0311216 | Time: 2483.03 ms [2022-04-08 14:49:13 main:574] : INFO : Epoch 1969 | loss: 0.0311005 | val_loss: 0.0311222 | Time: 2474.51 ms [2022-04-08 14:49:15 main:574] : INFO : Epoch 1970 | loss: 0.0311005 | val_loss: 0.0311226 | Time: 2486 ms [2022-04-08 14:49:18 main:574] : INFO : Epoch 1971 | loss: 0.0310996 | val_loss: 0.0311242 | Time: 2458.19 ms [2022-04-08 14:49:20 main:574] : INFO : Epoch 1972 | loss: 0.0310995 | val_loss: 0.0311214 | Time: 2475.43 ms [2022-04-08 14:49:23 main:574] : INFO : Epoch 1973 | loss: 0.0310985 | val_loss: 0.0311209 | Time: 2499.79 ms [2022-04-08 14:49:25 main:574] : INFO : Epoch 1974 | loss: 0.0310991 | val_loss: 0.0311221 | Time: 2473.97 ms [2022-04-08 14:49:28 main:574] : INFO : Epoch 1975 | loss: 0.0310977 | val_loss: 0.0311271 | Time: 2500.27 ms [2022-04-08 14:49:30 main:574] : INFO : Epoch 1976 | loss: 0.0310968 | val_loss: 0.0311229 | Time: 2504.28 ms [2022-04-08 14:49:33 main:574] : INFO : Epoch 1977 | loss: 0.0310964 | val_loss: 0.0311225 | Time: 2497.77 ms [2022-04-08 14:49:35 main:574] : INFO : Epoch 1978 | loss: 0.0310951 | val_loss: 0.0311243 | Time: 2468.97 ms [2022-04-08 14:49:38 main:574] : INFO : Epoch 1979 | loss: 0.0310963 | val_loss: 0.0311257 | Time: 2495.26 ms [2022-04-08 14:49:40 main:574] : INFO : Epoch 1980 | loss: 0.0310978 | val_loss: 0.0311198 | Time: 2485.13 ms [2022-04-08 14:49:43 main:574] : INFO : Epoch 1981 | loss: 0.0310947 | val_loss: 0.031133 | Time: 2489.25 ms [2022-04-08 14:49:45 main:574] : INFO : Epoch 1982 | loss: 0.0310972 | val_loss: 0.0311232 | Time: 2472.57 ms [2022-04-08 14:49:48 main:574] : INFO : Epoch 1983 | loss: 0.0310976 | val_loss: 0.0311339 | Time: 2498.93 ms [2022-04-08 14:49:50 main:574] : INFO : Epoch 1984 | loss: 0.0310998 | val_loss: 0.0311233 | Time: 2487.39 ms [2022-04-08 14:49:53 main:574] : INFO : Epoch 1985 | loss: 0.0310953 | val_loss: 0.0311228 | Time: 2466.22 ms [2022-04-08 14:49:55 main:574] : INFO : Epoch 1986 | loss: 0.0310997 | val_loss: 0.0311283 | Time: 2488.99 ms [2022-04-08 14:49:57 main:574] : INFO : Epoch 1987 | loss: 0.0311004 | val_loss: 0.0311306 | Time: 2459.1 ms [2022-04-08 14:50:00 main:574] : INFO : Epoch 1988 | loss: 0.0311011 | val_loss: 0.0311247 | Time: 2437.22 ms [2022-04-08 14:50:02 main:574] : INFO : Epoch 1989 | loss: 0.0311192 | val_loss: 0.0311309 | Time: 2472.29 ms [2022-04-08 14:50:05 main:574] : INFO : Epoch 1990 | loss: 0.0311276 | val_loss: 0.0311427 | Time: 2488.96 ms [2022-04-08 14:50:07 main:574] : INFO : Epoch 1991 | loss: 0.031132 | val_loss: 0.0311419 | Time: 2514.86 ms [2022-04-08 14:50:10 main:574] : INFO : Epoch 1992 | loss: 0.031131 | val_loss: 0.0311416 | Time: 2508.54 ms [2022-04-08 14:50:12 main:574] : INFO : Epoch 1993 | loss: 0.0311263 | val_loss: 0.0311347 | Time: 2505.21 ms [2022-04-08 14:50:15 main:574] : INFO : Epoch 1994 | loss: 0.0311251 | val_loss: 0.0311457 | Time: 2520.66 ms [2022-04-08 14:50:17 main:574] : INFO : Epoch 1995 | loss: 0.031132 | val_loss: 0.0311419 | Time: 2500.23 ms [2022-04-08 14:50:20 main:574] : INFO : Epoch 1996 | loss: 0.0311301 | val_loss: 0.0311395 | Time: 2504.57 ms [2022-04-08 14:50:22 main:574] : INFO : Epoch 1997 | loss: 0.0311271 | val_loss: 0.0311375 | Time: 2487.01 ms [2022-04-08 14:50:25 main:574] : INFO : Epoch 1998 | loss: 0.0311247 | val_loss: 0.0311404 | Time: 2504.14 ms [2022-04-08 14:50:27 main:574] : INFO : Epoch 1999 | loss: 0.0311236 | val_loss: 0.0311355 | Time: 2470.82 ms [2022-04-08 14:50:30 main:574] : INFO : Epoch 2000 | loss: 0.0311207 | val_loss: 0.0311345 | Time: 2504.54 ms [2022-04-08 14:50:32 main:574] : INFO : Epoch 2001 | loss: 0.0311203 | val_loss: 0.0311374 | Time: 2475.9 ms [2022-04-08 14:50:35 main:574] : INFO : Epoch 2002 | loss: 0.0311142 | val_loss: 0.0311303 | Time: 2469.75 ms [2022-04-08 14:50:37 main:574] : INFO : Epoch 2003 | loss: 0.0311121 | val_loss: 0.0311335 | Time: 2477.29 ms [2022-04-08 14:50:40 main:574] : INFO : Epoch 2004 | loss: 0.0311111 | val_loss: 0.0311301 | Time: 2474.28 ms [2022-04-08 14:50:42 main:574] : INFO : Epoch 2005 | loss: 0.0311116 | val_loss: 0.0311317 | Time: 2481.19 ms [2022-04-08 14:50:45 main:574] : INFO : Epoch 2006 | loss: 0.0311097 | val_loss: 0.0311303 | Time: 2456.71 ms [2022-04-08 14:50:47 main:574] : INFO : Epoch 2007 | loss: 0.0311091 | val_loss: 0.0311279 | Time: 2506.86 ms [2022-04-08 14:50:50 main:574] : INFO : Epoch 2008 | loss: 0.0311071 | val_loss: 0.0311261 | Time: 2507 ms [2022-04-08 14:50:52 main:574] : INFO : Epoch 2009 | loss: 0.0311059 | val_loss: 0.0311286 | Time: 2492.19 ms [2022-04-08 14:50:55 main:574] : INFO : Epoch 2010 | loss: 0.0311074 | val_loss: 0.0311276 | Time: 2487.06 ms [2022-04-08 14:50:57 main:574] : INFO : Epoch 2011 | loss: 0.0311062 | val_loss: 0.0311239 | Time: 2500.64 ms [2022-04-08 14:51:00 main:574] : INFO : Epoch 2012 | loss: 0.0311066 | val_loss: 0.031129 | Time: 2526.79 ms [2022-04-08 14:51:02 main:574] : INFO : Epoch 2013 | loss: 0.0311083 | val_loss: 0.0311326 | Time: 2466.74 ms [2022-04-08 14:51:05 main:574] : INFO : Epoch 2014 | loss: 0.0311055 | val_loss: 0.0311316 | Time: 2494.29 ms [2022-04-08 14:51:07 main:574] : INFO : Epoch 2015 | loss: 0.0311035 | val_loss: 0.0311297 | Time: 2488.63 ms [2022-04-08 14:51:10 main:574] : INFO : Epoch 2016 | loss: 0.0311051 | val_loss: 0.0311352 | Time: 2477.1 ms [2022-04-08 14:51:12 main:574] : INFO : Epoch 2017 | loss: 0.0311046 | val_loss: 0.0311295 | Time: 2494.46 ms [2022-04-08 14:51:15 main:574] : INFO : Epoch 2018 | loss: 0.0311058 | val_loss: 0.0311287 | Time: 2457.51 ms [2022-04-08 14:51:17 main:574] : INFO : Epoch 2019 | loss: 0.0311041 | val_loss: 0.0311298 | Time: 2493.78 ms [2022-04-08 14:51:20 main:574] : INFO : Epoch 2020 | loss: 0.031114 | val_loss: 0.0311561 | Time: 2490.06 ms [2022-04-08 14:51:22 main:574] : INFO : Epoch 2021 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 2520.57 ms [2022-04-08 14:51:25 main:574] : INFO : Epoch 2022 | loss: 0.0311574 | val_loss: 0.0311504 | Time: 2483.34 ms [2022-04-08 14:51:27 main:574] : INFO : Epoch 2023 | loss: 0.0311434 | val_loss: 0.0311467 | Time: 2495.69 ms [2022-04-08 14:51:30 main:574] : INFO : Epoch 2024 | loss: 0.0311383 | val_loss: 0.0311427 | Time: 2482.09 ms [2022-04-08 14:51:32 main:574] : INFO : Epoch 2025 | loss: 0.0311369 | val_loss: 0.0311464 | Time: 2488.23 ms [2022-04-08 14:51:35 main:574] : INFO : Epoch 2026 | loss: 0.0311335 | val_loss: 0.0311437 | Time: 2495.73 ms [2022-04-08 14:51:37 main:574] : INFO : Epoch 2027 | loss: 0.0311307 | val_loss: 0.0311421 | Time: 2510.68 ms [2022-04-08 14:51:40 main:574] : INFO : Epoch 2028 | loss: 0.0311274 | val_loss: 0.0311428 | Time: 2515.11 ms [2022-04-08 14:51:42 main:574] : INFO : Epoch 2029 | loss: 0.0311278 | val_loss: 0.0311417 | Time: 2504.12 ms [2022-04-08 14:51:45 main:574] : INFO : Epoch 2030 | loss: 0.0311306 | val_loss: 0.0311419 | Time: 2498.96 ms [2022-04-08 14:51:47 main:574] : INFO : Epoch 2031 | loss: 0.031129 | val_loss: 0.0311394 | Time: 2533.71 ms [2022-04-08 14:51:50 main:574] : INFO : Epoch 2032 | loss: 0.0311273 | val_loss: 0.0311431 | Time: 2513.81 ms [2022-04-08 14:51:52 main:574] : INFO : Epoch 2033 | loss: 0.0311244 | val_loss: 0.0311357 | Time: 2503.83 ms [2022-04-08 14:51:55 main:574] : INFO : Epoch 2034 | loss: 0.0311219 | val_loss: 0.0311395 | Time: 2523.94 ms [2022-04-08 14:51:57 main:574] : INFO : Epoch 2035 | loss: 0.0311233 | val_loss: 0.031136 | Time: 2496.43 ms [2022-04-08 14:52:00 main:574] : INFO : Epoch 2036 | loss: 0.0311218 | val_loss: 0.0311388 | Time: 2533.71 ms [2022-04-08 14:52:02 main:574] : INFO : Epoch 2037 | loss: 0.0311187 | val_loss: 0.0311365 | Time: 2498.16 ms [2022-04-08 14:52:05 main:574] : INFO : Epoch 2038 | loss: 0.03112 | val_loss: 0.0311437 | Time: 2481.02 ms [2022-04-08 14:52:07 main:574] : INFO : Epoch 2039 | loss: 0.0311185 | val_loss: 0.0311345 | Time: 2490.73 ms [2022-04-08 14:52:10 main:574] : INFO : Epoch 2040 | loss: 0.0311175 | val_loss: 0.0311312 | Time: 2454.11 ms [2022-04-08 14:52:12 main:574] : INFO : Epoch 2041 | loss: 0.0311166 | val_loss: 0.0311359 | Time: 2489.67 ms [2022-04-08 14:52:15 main:574] : INFO : Epoch 2042 | loss: 0.0311152 | val_loss: 0.0311464 | Time: 2505.18 ms [2022-04-08 14:52:17 main:574] : INFO : Epoch 2043 | loss: 0.0311207 | val_loss: 0.0311347 | Time: 2501.25 ms [2022-04-08 14:52:20 main:574] : INFO : Epoch 2044 | loss: 0.0311157 | val_loss: 0.0311315 | Time: 2506.44 ms [2022-04-08 14:52:22 main:574] : INFO : Epoch 2045 | loss: 0.031116 | val_loss: 0.0311352 | Time: 2491.23 ms [2022-04-08 14:52:25 main:574] : INFO : Epoch 2046 | loss: 0.0311155 | val_loss: 0.0311341 | Time: 2529.91 ms [2022-04-08 14:52:27 main:574] : INFO : Epoch 2047 | loss: 0.0311152 | val_loss: 0.0311315 | Time: 2511.66 ms [2022-04-08 14:52:30 main:574] : INFO : Epoch 2048 | loss: 0.0311148 | val_loss: 0.0311322 | Time: 2480.43 ms [2022-04-08 14:52:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311322 [2022-04-08 14:52:30 main:603] : INFO : Saving end state to config to file [2022-04-08 14:52:30 main:608] : INFO : Success, exiting.. 14:52:30 (4404): 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)