Task 14551125
| Name | ParityModified-1647042073-12479-2-0_2 |
| Workunit | 10629326 |
| Created | 8 Apr 2022, 17:21:57 UTC |
| Sent | 8 Apr 2022, 17:28:09 UTC |
| Report deadline | 16 Apr 2022, 17:28:09 UTC |
| Received | 8 Apr 2022, 20:21:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 10 sec |
| CPU time | 1 hours 24 min 29 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 | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3 ms [2022-04-08 15:56:55 main:574] : INFO : Epoch 1542 | loss: 0.0311793 | val_loss: 0.0312038 | Time: 2475.08 ms [2022-04-08 15:56:57 main:574] : INFO : Epoch 1543 | loss: 0.0311786 | val_loss: 0.0312014 | Time: 2505.84 ms [2022-04-08 15:57:00 main:574] : INFO : Epoch 1544 | loss: 0.0311761 | val_loss: 0.0311966 | Time: 2487.94 ms [2022-04-08 15:57:02 main:574] : INFO : Epoch 1545 | loss: 0.0311769 | val_loss: 0.0311993 | Time: 2510.06 ms [2022-04-08 15:57:05 main:574] : INFO : Epoch 1546 | loss: 0.0311771 | val_loss: 0.0312008 | Time: 2526.23 ms [2022-04-08 15:57:07 main:574] : INFO : Epoch 1547 | loss: 0.0311769 | val_loss: 0.0311987 | Time: 2493.99 ms [2022-04-08 15:57:10 main:574] : INFO : Epoch 1548 | loss: 0.0311775 | val_loss: 0.031199 | Time: 2514.41 ms [2022-04-08 15:57:12 main:574] : INFO : Epoch 1549 | loss: 0.0311766 | val_loss: 0.0311976 | Time: 2461.22 ms [2022-04-08 15:57:15 main:574] : INFO : Epoch 1550 | loss: 0.0311794 | val_loss: 0.0312174 | Time: 2535.56 ms [2022-04-08 15:57:17 main:574] : INFO : Epoch 1551 | loss: 0.0311844 | val_loss: 0.0311993 | Time: 2480 ms [2022-04-08 15:57:20 main:574] : INFO : Epoch 1552 | loss: 0.0311789 | val_loss: 0.0311996 | Time: 2473.17 ms [2022-04-08 15:57:22 main:574] : INFO : Epoch 1553 | loss: 0.031179 | val_loss: 0.0311975 | Time: 2455.8 ms [2022-04-08 15:57:25 main:574] : INFO : Epoch 1554 | loss: 0.0311768 | val_loss: 0.0311972 | Time: 2500.12 ms [2022-04-08 15:57:27 main:574] : INFO : Epoch 1555 | loss: 0.0311763 | val_loss: 0.0312072 | Time: 2504.3 ms [2022-04-08 15:57:30 main:574] : INFO : Epoch 1556 | loss: 0.0311796 | val_loss: 0.0311984 | Time: 2496 ms [2022-04-08 15:57:32 main:574] : INFO : Epoch 1557 | loss: 0.0311769 | val_loss: 0.0311991 | Time: 2502.35 ms [2022-04-08 15:57:35 main:574] : INFO : Epoch 1558 | loss: 0.0311769 | val_loss: 0.0311977 | Time: 2513.17 ms [2022-04-08 15:57:37 main:574] : INFO : Epoch 1559 | loss: 0.0311779 | val_loss: 0.0311996 | Time: 2500.43 ms [2022-04-08 15:57:40 main:574] : INFO : Epoch 1560 | loss: 0.0311769 | val_loss: 0.0311975 | Time: 2495.22 ms [2022-04-08 15:57:42 main:574] : INFO : Epoch 1561 | loss: 0.0311768 | val_loss: 0.0311988 | Time: 2501.03 ms [2022-04-08 15:57:45 main:574] : INFO : Epoch 1562 | loss: 0.0311778 | val_loss: 0.0311986 | Time: 2507.28 ms [2022-04-08 15:57:47 main:574] : INFO : Epoch 1563 | loss: 0.0311837 | val_loss: 0.0312004 | Time: 2483.22 ms [2022-04-08 15:57:50 main:574] : INFO : Epoch 1564 | loss: 0.0311798 | val_loss: 0.0311973 | Time: 2500.44 ms [2022-04-08 15:57:52 main:574] : INFO : Epoch 1565 | loss: 0.0311789 | val_loss: 0.0311997 | Time: 2494.65 ms [2022-04-08 15:57:55 main:574] : INFO : Epoch 1566 | loss: 0.0311783 | val_loss: 0.0312013 | Time: 2521.64 ms [2022-04-08 15:57:57 main:574] : INFO : Epoch 1567 | loss: 0.0311782 | val_loss: 0.0312 | Time: 2508.2 ms [2022-04-08 15:58:00 main:574] : INFO : Epoch 1568 | loss: 0.0311787 | val_loss: 0.031199 | Time: 2501.86 ms [2022-04-08 15:58:02 main:574] : INFO : Epoch 1569 | loss: 0.0311854 | val_loss: 0.0312017 | Time: 2486.86 ms [2022-04-08 15:58:05 main:574] : INFO : Epoch 1570 | loss: 0.0311843 | val_loss: 0.0311959 | Time: 2502.91 ms [2022-04-08 15:58:07 main:574] : INFO : Epoch 1571 | loss: 0.0311827 | val_loss: 0.0311971 | Time: 2514.72 ms [2022-04-08 15:58:10 main:574] : INFO : Epoch 1572 | loss: 0.0311797 | val_loss: 0.0311978 | Time: 2487.04 ms [2022-04-08 15:58:12 main:574] : INFO : Epoch 1573 | loss: 0.031179 | val_loss: 0.0311989 | Time: 2476.69 ms [2022-04-08 15:58:15 main:574] : INFO : Epoch 1574 | loss: 0.0311799 | val_loss: 0.0311988 | Time: 2531.38 ms [2022-04-08 15:58:17 main:574] : INFO : Epoch 1575 | loss: 0.0311795 | val_loss: 0.0311996 | Time: 2485.05 ms [2022-04-08 15:58:20 main:574] : INFO : Epoch 1576 | loss: 0.0311782 | val_loss: 0.0311972 | Time: 2483.91 ms [2022-04-08 15:58:22 main:574] : INFO : Epoch 1577 | loss: 0.0311776 | val_loss: 0.031199 | Time: 2472 ms [2022-04-08 15:58:25 main:574] : INFO : Epoch 1578 | loss: 0.0311775 | val_loss: 0.0311986 | Time: 2484.07 ms [2022-04-08 15:58:27 main:574] : INFO : Epoch 1579 | loss: 0.0311772 | val_loss: 0.0311988 | Time: 2484.04 ms [2022-04-08 15:58:30 main:574] : INFO : Epoch 1580 | loss: 0.0311801 | val_loss: 0.0312048 | Time: 2473.82 ms [2022-04-08 15:58:32 main:574] : INFO : Epoch 1581 | loss: 0.0311806 | val_loss: 0.0311983 | Time: 2467.11 ms [2022-04-08 15:58:35 main:574] : INFO : Epoch 1582 | loss: 0.0311771 | val_loss: 0.031197 | Time: 2484.47 ms [2022-04-08 15:58:37 main:574] : INFO : Epoch 1583 | loss: 0.031177 | val_loss: 0.0311995 | Time: 2480.75 ms [2022-04-08 15:58:40 main:574] : INFO : Epoch 1584 | loss: 0.0311764 | val_loss: 0.0311983 | Time: 2481.58 ms [2022-04-08 15:58:42 main:574] : INFO : Epoch 1585 | loss: 0.0311761 | val_loss: 0.031202 | Time: 2438.1 ms [2022-04-08 15:58:45 main:574] : INFO : Epoch 1586 | loss: 0.0311769 | val_loss: 0.031204 | Time: 2512.58 ms [2022-04-08 15:58:47 main:574] : INFO : Epoch 1587 | loss: 0.0311804 | val_loss: 0.0311988 | Time: 2478.2 ms [2022-04-08 15:58:50 main:574] : INFO : Epoch 1588 | loss: 0.0311799 | val_loss: 0.0312008 | Time: 2484.66 ms [2022-04-08 15:58:52 main:574] : INFO : Epoch 1589 | loss: 0.0311783 | val_loss: 0.0311991 | Time: 2528.22 ms [2022-04-08 15:58:55 main:574] : INFO : Epoch 1590 | loss: 0.0311832 | val_loss: 0.0311988 | Time: 2477.36 ms [2022-04-08 15:58:57 main:574] : INFO : Epoch 1591 | loss: 0.0311861 | val_loss: 0.0311977 | Time: 2505.23 ms [2022-04-08 15:59:00 main:574] : INFO : Epoch 1592 | loss: 0.0311825 | val_loss: 0.0311973 | Time: 2476.14 ms [2022-04-08 15:59:02 main:574] : INFO : Epoch 1593 | loss: 0.0311815 | val_loss: 0.0311954 | Time: 2501.92 ms [2022-04-08 15:59:05 main:574] : INFO : Epoch 1594 | loss: 0.0311799 | val_loss: 0.0311987 | Time: 2493.29 ms [2022-04-08 15:59:07 main:574] : INFO : Epoch 1595 | loss: 0.0311789 | val_loss: 0.0312017 | Time: 2500.3 ms [2022-04-08 15:59:10 main:574] : INFO : Epoch 1596 | loss: 0.0311771 | val_loss: 0.0311976 | Time: 2466.58 ms [2022-04-08 15:59:12 main:574] : INFO : Epoch 1597 | loss: 0.0311769 | val_loss: 0.0311978 | Time: 2495.76 ms [2022-04-08 15:59:15 main:574] : INFO : Epoch 1598 | loss: 0.031177 | val_loss: 0.0311955 | Time: 2465.79 ms [2022-04-08 15:59:17 main:574] : INFO : Epoch 1599 | loss: 0.0311778 | val_loss: 0.0311986 | Time: 2508.72 ms [2022-04-08 15:59:20 main:574] : INFO : Epoch 1600 | loss: 0.0311766 | val_loss: 0.031197 | Time: 2490.04 ms [2022-04-08 15:59:22 main:574] : INFO : Epoch 1601 | loss: 0.0311765 | val_loss: 0.0311958 | Time: 2484.19 ms [2022-04-08 15:59:24 main:574] : INFO : Epoch 1602 | loss: 0.0311785 | val_loss: 0.0312007 | Time: 2433.82 ms [2022-04-08 15:59:27 main:574] : INFO : Epoch 1603 | loss: 0.0311763 | val_loss: 0.0312003 | Time: 2493.12 ms [2022-04-08 15:59:29 main:574] : INFO : Epoch 1604 | loss: 0.031176 | val_loss: 0.0312005 | Time: 2508.96 ms [2022-04-08 15:59:32 main:574] : INFO : Epoch 1605 | loss: 0.0311776 | val_loss: 0.0312008 | Time: 2474.28 ms [2022-04-08 15:59:34 main:574] : INFO : Epoch 1606 | loss: 0.0311798 | val_loss: 0.0312018 | Time: 2465.08 ms [2022-04-08 15:59:37 main:574] : INFO : Epoch 1607 | loss: 0.0311784 | val_loss: 0.0312059 | Time: 2492.17 ms [2022-04-08 15:59:39 main:574] : INFO : Epoch 1608 | loss: 0.0311791 | val_loss: 0.0312076 | Time: 2490.85 ms [2022-04-08 15:59:42 main:574] : INFO : Epoch 1609 | loss: 0.0311815 | val_loss: 0.0312004 | Time: 2489.57 ms [2022-04-08 15:59:44 main:574] : INFO : Epoch 1610 | loss: 0.0311798 | val_loss: 0.0311995 | Time: 2483.75 ms [2022-04-08 15:59:47 main:574] : INFO : Epoch 1611 | loss: 0.0311789 | val_loss: 0.0312056 | Time: 2524.48 ms [2022-04-08 15:59:49 main:574] : INFO : Epoch 1612 | loss: 0.0311773 | val_loss: 0.0311987 | Time: 2465.05 ms [2022-04-08 15:59:52 main:574] : INFO : Epoch 1613 | loss: 0.0311761 | val_loss: 0.0312024 | Time: 2493.55 ms [2022-04-08 15:59:54 main:574] : INFO : Epoch 1614 | loss: 0.0311773 | val_loss: 0.0311985 | Time: 2476.55 ms [2022-04-08 15:59:57 main:574] : INFO : Epoch 1615 | loss: 0.0311762 | val_loss: 0.0312026 | Time: 2478.98 ms [2022-04-08 15:59:59 main:574] : INFO : Epoch 1616 | loss: 0.0311789 | val_loss: 0.0312006 | Time: 2494.71 ms [2022-04-08 16:00:02 main:574] : INFO : Epoch 1617 | loss: 0.0311781 | val_loss: 0.0311996 | Time: 2497.28 ms [2022-04-08 16:00:04 main:574] : INFO : Epoch 1618 | loss: 0.0311792 | val_loss: 0.031198 | Time: 2496.76 ms [2022-04-08 16:00:07 main:574] : INFO : Epoch 1619 | loss: 0.0311814 | val_loss: 0.0312047 | Time: 2487.34 ms [2022-04-08 16:00:09 main:574] : INFO : Epoch 1620 | loss: 0.031183 | val_loss: 0.0311992 | Time: 2456.7 ms [2022-04-08 16:00:12 main:574] : INFO : Epoch 1621 | loss: 0.0311795 | val_loss: 0.0311996 | Time: 2473.1 ms [2022-04-08 16:00:14 main:574] : INFO : Epoch 1622 | loss: 0.0311797 | val_loss: 0.0311981 | Time: 2505.48 ms [2022-04-08 16:00:17 main:574] : INFO : Epoch 1623 | loss: 0.0311801 | val_loss: 0.0311996 | Time: 2489.33 ms [2022-04-08 16:00:19 main:574] : INFO : Epoch 1624 | loss: 0.0311788 | val_loss: 0.0311987 | Time: 2477.37 ms [2022-04-08 16:00:22 main:574] : INFO : Epoch 1625 | loss: 0.0311785 | val_loss: 0.031201 | Time: 2488.94 ms [2022-04-08 16:00:24 main:574] : INFO : Epoch 1626 | loss: 0.0311783 | val_loss: 0.0311984 | Time: 2466 ms [2022-04-08 16:00:27 main:574] : INFO : Epoch 1627 | loss: 0.0311774 | val_loss: 0.0312002 | Time: 2462.41 ms [2022-04-08 16:00:29 main:574] : INFO : Epoch 1628 | loss: 0.0311777 | val_loss: 0.0312 | Time: 2449.06 ms [2022-04-08 16:00:32 main:574] : INFO : Epoch 1629 | loss: 0.0311765 | val_loss: 0.0311986 | Time: 2480.09 ms [2022-04-08 16:00:34 main:574] : INFO : Epoch 1630 | loss: 0.0311771 | val_loss: 0.0311984 | Time: 2457.99 ms [2022-04-08 16:00:37 main:574] : INFO : Epoch 1631 | loss: 0.0311786 | val_loss: 0.0311982 | Time: 2479.02 ms [2022-04-08 16:00:39 main:574] : INFO : Epoch 1632 | loss: 0.0311809 | val_loss: 0.0311974 | Time: 2498.37 ms [2022-04-08 16:00:42 main:574] : INFO : Epoch 1633 | loss: 0.0311784 | val_loss: 0.0311982 | Time: 2503.78 ms [2022-04-08 16:00:44 main:574] : INFO : Epoch 1634 | loss: 0.0311778 | val_loss: 0.0311987 | Time: 2495.48 ms [2022-04-08 16:00:46 main:574] : INFO : Epoch 1635 | loss: 0.0311777 | val_loss: 0.0312017 | Time: 2473.76 ms [2022-04-08 16:00:49 main:574] : INFO : Epoch 1636 | loss: 0.0311778 | val_loss: 0.0311987 | Time: 2483.51 ms [2022-04-08 16:00:51 main:574] : INFO : Epoch 1637 | loss: 0.0311769 | val_loss: 0.031198 | Time: 2519.11 ms [2022-04-08 16:00:54 main:574] : INFO : Epoch 1638 | loss: 0.031177 | val_loss: 0.031197 | Time: 2520.14 ms [2022-04-08 16:00:56 main:574] : INFO : Epoch 1639 | loss: 0.0311747 | val_loss: 0.0311969 | Time: 2457.97 ms [2022-04-08 16:00:59 main:574] : INFO : Epoch 1640 | loss: 0.031175 | val_loss: 0.0312015 | Time: 2464.3 ms [2022-04-08 16:01:01 main:574] : INFO : Epoch 1641 | loss: 0.0311757 | val_loss: 0.0311999 | Time: 2486.68 ms [2022-04-08 16:01:04 main:574] : INFO : Epoch 1642 | loss: 0.0311755 | val_loss: 0.0311994 | Time: 2501.29 ms [2022-04-08 16:01:06 main:574] : INFO : Epoch 1643 | loss: 0.0311757 | val_loss: 0.0312018 | Time: 2498.99 ms [2022-04-08 16:01:09 main:574] : INFO : Epoch 1644 | loss: 0.0311772 | val_loss: 0.0312004 | Time: 2498.37 ms [2022-04-08 16:01:11 main:574] : INFO : Epoch 1645 | loss: 0.0311768 | val_loss: 0.0311971 | Time: 2482.31 ms [2022-04-08 16:01:14 main:574] : INFO : Epoch 1646 | loss: 0.0311748 | val_loss: 0.031201 | Time: 2464.1 ms [2022-04-08 16:01:16 main:574] : INFO : Epoch 1647 | loss: 0.0311761 | val_loss: 0.0312022 | Time: 2493.25 ms [2022-04-08 16:01:19 main:574] : INFO : Epoch 1648 | loss: 0.031176 | val_loss: 0.0311969 | Time: 2523.06 ms [2022-04-08 16:01:21 main:574] : INFO : Epoch 1649 | loss: 0.0311774 | val_loss: 0.0311987 | Time: 2501.42 ms [2022-04-08 16:01:24 main:574] : INFO : Epoch 1650 | loss: 0.0311786 | val_loss: 0.0312007 | Time: 2470.39 ms [2022-04-08 16:01:26 main:574] : INFO : Epoch 1651 | loss: 0.0311782 | val_loss: 0.0311997 | Time: 2506.81 ms [2022-04-08 16:01:29 main:574] : INFO : Epoch 1652 | loss: 0.0311803 | val_loss: 0.0311995 | Time: 2473.29 ms [2022-04-08 16:01:31 main:574] : INFO : Epoch 1653 | loss: 0.0311795 | val_loss: 0.0312053 | Time: 2457.65 ms [2022-04-08 16:01:34 main:574] : INFO : Epoch 1654 | loss: 0.0311817 | val_loss: 0.0311994 | Time: 2475.15 ms [2022-04-08 16:01:36 main:574] : INFO : Epoch 1655 | loss: 0.0311795 | val_loss: 0.0312022 | Time: 2498.03 ms [2022-04-08 16:01:39 main:574] : INFO : Epoch 1656 | loss: 0.0311795 | val_loss: 0.0312031 | Time: 2499.12 ms [2022-04-08 16:01:41 main:574] : INFO : Epoch 1657 | loss: 0.0311796 | val_loss: 0.0312002 | Time: 2463.97 ms [2022-04-08 16:01:44 main:574] : INFO : Epoch 1658 | loss: 0.0311817 | val_loss: 0.0312011 | Time: 2500.73 ms [2022-04-08 16:01:46 main:574] : INFO : Epoch 1659 | loss: 0.0311793 | val_loss: 0.0312057 | Time: 2512.53 ms [2022-04-08 16:01:49 main:574] : INFO : Epoch 1660 | loss: 0.0311804 | val_loss: 0.031202 | Time: 2490.47 ms [2022-04-08 16:01:51 main:574] : INFO : Epoch 1661 | loss: 0.0311785 | val_loss: 0.0312061 | Time: 2530.8 ms [2022-04-08 16:01:54 main:574] : INFO : Epoch 1662 | loss: 0.0311782 | val_loss: 0.0312022 | Time: 2478.57 ms [2022-04-08 16:01:56 main:574] : INFO : Epoch 1663 | loss: 0.0311762 | val_loss: 0.0312026 | Time: 2499.06 ms [2022-04-08 16:01:59 main:574] : INFO : Epoch 1664 | loss: 0.031176 | val_loss: 0.031201 | Time: 2520.57 ms [2022-04-08 16:02:01 main:574] : INFO : Epoch 1665 | loss: 0.0311774 | val_loss: 0.031205 | Time: 2483.09 ms [2022-04-08 16:02:04 main:574] : INFO : Epoch 1666 | loss: 0.0311774 | val_loss: 0.0311994 | Time: 2495.83 ms [2022-04-08 16:02:06 main:574] : INFO : Epoch 1667 | loss: 0.0311762 | val_loss: 0.0312102 | Time: 2501.11 ms [2022-04-08 16:02:09 main:574] : INFO : Epoch 1668 | loss: 0.0311785 | val_loss: 0.031199 | Time: 2484.07 ms [2022-04-08 16:02:11 main:574] : INFO : Epoch 1669 | loss: 0.0311769 | val_loss: 0.0312001 | Time: 2498.32 ms [2022-04-08 16:02:14 main:574] : INFO : Epoch 1670 | loss: 0.0311835 | val_loss: 0.0311988 | Time: 2495.31 ms [2022-04-08 16:02:16 main:574] : INFO : Epoch 1671 | loss: 0.0311824 | val_loss: 0.0312007 | Time: 2477.05 ms [2022-04-08 16:02:19 main:574] : INFO : Epoch 1672 | loss: 0.0311807 | val_loss: 0.0311993 | Time: 2475.09 ms [2022-04-08 16:02:21 main:574] : INFO : Epoch 1673 | loss: 0.0311815 | val_loss: 0.0311994 | Time: 2493.17 ms [2022-04-08 16:02:24 main:574] : INFO : Epoch 1674 | loss: 0.0311776 | val_loss: 0.0312007 | Time: 2490.28 ms [2022-04-08 16:02:26 main:574] : INFO : Epoch 1675 | loss: 0.0311785 | val_loss: 0.0312014 | Time: 2482.14 ms [2022-04-08 16:02:29 main:574] : INFO : Epoch 1676 | loss: 0.0311779 | val_loss: 0.0312 | Time: 2460.53 ms [2022-04-08 16:02:31 main:574] : INFO : Epoch 1677 | loss: 0.0311807 | val_loss: 0.0312124 | Time: 2505.59 ms [2022-04-08 16:02:34 main:574] : INFO : Epoch 1678 | loss: 0.0311833 | val_loss: 0.0311992 | Time: 2501.94 ms [2022-04-08 16:02:36 main:574] : INFO : Epoch 1679 | loss: 0.0311785 | val_loss: 0.0312007 | Time: 2501.64 ms [2022-04-08 16:02:39 main:574] : INFO : Epoch 1680 | loss: 0.0311763 | val_loss: 0.0311997 | Time: 2484.14 ms [2022-04-08 16:02:41 main:574] : INFO : Epoch 1681 | loss: 0.0311753 | val_loss: 0.0312016 | Time: 2502.05 ms [2022-04-08 16:02:44 main:574] : INFO : Epoch 1682 | loss: 0.0311752 | val_loss: 0.0312004 | Time: 2518.96 ms [2022-04-08 16:02:46 main:574] : INFO : Epoch 1683 | loss: 0.0311774 | val_loss: 0.0312 | Time: 2516.42 ms [2022-04-08 16:02:49 main:574] : INFO : Epoch 1684 | loss: 0.0311775 | val_loss: 0.0312049 | Time: 2495.82 ms [2022-04-08 16:02:51 main:574] : INFO : Epoch 1685 | loss: 0.0311763 | val_loss: 0.0311998 | Time: 2486.58 ms [2022-04-08 16:02:54 main:574] : INFO : Epoch 1686 | loss: 0.0311775 | val_loss: 0.0311998 | Time: 2500.03 ms [2022-04-08 16:02:56 main:574] : INFO : Epoch 1687 | loss: 0.0311812 | val_loss: 0.0312104 | Time: 2500.26 ms [2022-04-08 16:02:59 main:574] : INFO : Epoch 1688 | loss: 0.0311792 | val_loss: 0.0312026 | Time: 2465.74 ms [2022-04-08 16:03:01 main:574] : INFO : Epoch 1689 | loss: 0.0311757 | val_loss: 0.0311985 | Time: 2491.02 ms [2022-04-08 16:03:04 main:574] : INFO : Epoch 1690 | loss: 0.0311748 | val_loss: 0.0312012 | Time: 2486.56 ms [2022-04-08 16:03:06 main:574] : INFO : Epoch 1691 | loss: 0.0311745 | val_loss: 0.0311991 | Time: 2467.98 ms [2022-04-08 16:03:09 main:574] : INFO : Epoch 1692 | loss: 0.031175 | val_loss: 0.0312024 | Time: 2488.34 ms [2022-04-08 16:03:11 main:574] : INFO : Epoch 1693 | loss: 0.0311752 | val_loss: 0.0312 | Time: 2479.78 ms [2022-04-08 16:03:14 main:574] : INFO : Epoch 1694 | loss: 0.0311752 | val_loss: 0.0312044 | Time: 2477.64 ms [2022-04-08 16:03:16 main:574] : INFO : Epoch 1695 | loss: 0.031175 | val_loss: 0.0312004 | Time: 2498.64 ms [2022-04-08 16:03:19 main:574] : INFO : Epoch 1696 | loss: 0.0311737 | val_loss: 0.0312002 | Time: 2476.79 ms [2022-04-08 16:03:21 main:574] : INFO : Epoch 1697 | loss: 0.0311742 | val_loss: 0.0312074 | Time: 2472.35 ms [2022-04-08 16:03:24 main:574] : INFO : Epoch 1698 | loss: 0.0311765 | val_loss: 0.0312 | Time: 2499.54 ms [2022-04-08 16:03:26 main:574] : INFO : Epoch 1699 | loss: 0.0311773 | val_loss: 0.0311995 | Time: 2484.37 ms [2022-04-08 16:03:29 main:574] : INFO : Epoch 1700 | loss: 0.0311752 | val_loss: 0.0312013 | Time: 2487.31 ms [2022-04-08 16:03:31 main:574] : INFO : Epoch 1701 | loss: 0.031176 | val_loss: 0.0312018 | Time: 2484.88 ms [2022-04-08 16:03:34 main:574] : INFO : Epoch 1702 | loss: 0.031175 | val_loss: 0.0312035 | Time: 2486.97 ms [2022-04-08 16:03:36 main:574] : INFO : Epoch 1703 | loss: 0.0311746 | val_loss: 0.0312033 | Time: 2478.3 ms [2022-04-08 16:03:38 main:574] : INFO : Epoch 1704 | loss: 0.0311749 | val_loss: 0.0312018 | Time: 2496.41 ms [2022-04-08 16:03:41 main:574] : INFO : Epoch 1705 | loss: 0.0311745 | val_loss: 0.031203 | Time: 2436.45 ms [2022-04-08 16:03:43 main:574] : INFO : Epoch 1706 | loss: 0.0311753 | val_loss: 0.0312034 | Time: 2484.57 ms [2022-04-08 16:03:46 main:574] : INFO : Epoch 1707 | loss: 0.0311751 | val_loss: 0.0312074 | Time: 2507.09 ms [2022-04-08 16:03:48 main:574] : INFO : Epoch 1708 | loss: 0.0311753 | val_loss: 0.0312032 | Time: 2497.3 ms [2022-04-08 16:03:51 main:574] : INFO : Epoch 1709 | loss: 0.0311737 | val_loss: 0.0312027 | Time: 2506.36 ms [2022-04-08 16:03:53 main:574] : INFO : Epoch 1710 | loss: 0.031174 | val_loss: 0.0312047 | Time: 2506.12 ms [2022-04-08 16:03:56 main:574] : INFO : Epoch 1711 | loss: 0.031174 | val_loss: 0.0312052 | Time: 2482.6 ms [2022-04-08 16:03:58 main:574] : INFO : Epoch 1712 | loss: 0.0311749 | val_loss: 0.0312019 | Time: 2517.92 ms [2022-04-08 16:04:01 main:574] : INFO : Epoch 1713 | loss: 0.0311747 | val_loss: 0.0312103 | Time: 2475.32 ms [2022-04-08 16:04:03 main:574] : INFO : Epoch 1714 | loss: 0.0311763 | val_loss: 0.0312043 | Time: 2505.28 ms [2022-04-08 16:04:06 main:574] : INFO : Epoch 1715 | loss: 0.0311745 | val_loss: 0.031203 | Time: 2514.48 ms [2022-04-08 16:04:08 main:574] : INFO : Epoch 1716 | loss: 0.0311742 | val_loss: 0.0311996 | Time: 2479.77 ms [2022-04-08 16:04:11 main:574] : INFO : Epoch 1717 | loss: 0.0311739 | val_loss: 0.0312054 | Time: 2488.03 ms [2022-04-08 16:04:13 main:574] : INFO : Epoch 1718 | loss: 0.0311737 | val_loss: 0.031199 | Time: 2487.05 ms [2022-04-08 16:04:16 main:574] : INFO : Epoch 1719 | loss: 0.0311744 | val_loss: 0.0312027 | Time: 2491.91 ms [2022-04-08 16:04:18 main:574] : INFO : Epoch 1720 | loss: 0.0311802 | val_loss: 0.0311981 | Time: 2499.29 ms [2022-04-08 16:04:21 main:574] : INFO : Epoch 1721 | loss: 0.0311789 | val_loss: 0.0311985 | Time: 2463.98 ms [2022-04-08 16:04:23 main:574] : INFO : Epoch 1722 | loss: 0.0311791 | val_loss: 0.0311965 | Time: 2496.53 ms [2022-04-08 16:04:26 main:574] : INFO : Epoch 1723 | loss: 0.0311776 | val_loss: 0.0312044 | Time: 2514 ms [2022-04-08 16:04:28 main:574] : INFO : Epoch 1724 | loss: 0.0311788 | val_loss: 0.0312011 | Time: 2483.55 ms [2022-04-08 16:04:31 main:574] : INFO : Epoch 1725 | loss: 0.0311759 | val_loss: 0.0311984 | Time: 2508.85 ms [2022-04-08 16:04:33 main:574] : INFO : Epoch 1726 | loss: 0.0311787 | val_loss: 0.0311978 | Time: 2478.45 ms [2022-04-08 16:04:36 main:574] : INFO : Epoch 1727 | loss: 0.0311773 | val_loss: 0.0311998 | Time: 2504.61 ms [2022-04-08 16:04:38 main:574] : INFO : Epoch 1728 | loss: 0.0311771 | val_loss: 0.0311988 | Time: 2476.78 ms [2022-04-08 16:04:41 main:574] : INFO : Epoch 1729 | loss: 0.0311763 | val_loss: 0.0311977 | Time: 2494.68 ms [2022-04-08 16:04:43 main:574] : INFO : Epoch 1730 | loss: 0.0311762 | val_loss: 0.0312004 | Time: 2487.85 ms [2022-04-08 16:04:46 main:574] : INFO : Epoch 1731 | loss: 0.0311755 | val_loss: 0.0312018 | Time: 2501.32 ms [2022-04-08 16:04:48 main:574] : INFO : Epoch 1732 | loss: 0.0311755 | val_loss: 0.0311985 | Time: 2497.57 ms [2022-04-08 16:04:51 main:574] : INFO : Epoch 1733 | loss: 0.0311751 | val_loss: 0.0312035 | Time: 2504.22 ms [2022-04-08 16:04:53 main:574] : INFO : Epoch 1734 | loss: 0.0311752 | val_loss: 0.0311984 | Time: 2497.62 ms [2022-04-08 16:04:56 main:574] : INFO : Epoch 1735 | loss: 0.0311752 | val_loss: 0.031204 | Time: 2491.79 ms [2022-04-08 16:04:58 main:574] : INFO : Epoch 1736 | loss: 0.0311758 | val_loss: 0.0312026 | Time: 2498.2 ms [2022-04-08 16:05:01 main:574] : INFO : Epoch 1737 | loss: 0.0311747 | val_loss: 0.0312037 | Time: 2482.73 ms [2022-04-08 16:05:03 main:574] : INFO : Epoch 1738 | loss: 0.0311763 | val_loss: 0.0312004 | Time: 2489.31 ms [2022-04-08 16:05:06 main:574] : INFO : Epoch 1739 | loss: 0.0311735 | val_loss: 0.0311992 | Time: 2460.51 ms [2022-04-08 16:05:08 main:574] : INFO : Epoch 1740 | loss: 0.0311726 | val_loss: 0.0312025 | Time: 2513.89 ms [2022-04-08 16:05:11 main:574] : INFO : Epoch 1741 | loss: 0.0311748 | val_loss: 0.0311981 | Time: 2513.43 ms [2022-04-08 16:05:13 main:574] : INFO : Epoch 1742 | loss: 0.0311744 | val_loss: 0.0312045 | Time: 2490.28 ms [2022-04-08 16:05:16 main:574] : INFO : Epoch 1743 | loss: 0.0311746 | val_loss: 0.0312021 | Time: 2496.14 ms [2022-04-08 16:05:18 main:574] : INFO : Epoch 1744 | loss: 0.0311749 | val_loss: 0.0311997 | Time: 2506.45 ms [2022-04-08 16:05:21 main:574] : INFO : Epoch 1745 | loss: 0.0311745 | val_loss: 0.0312005 | Time: 2518.37 ms [2022-04-08 16:05:23 main:574] : INFO : Epoch 1746 | loss: 0.0311773 | val_loss: 0.0312051 | Time: 2481.32 ms [2022-04-08 16:05:26 main:574] : INFO : Epoch 1747 | loss: 0.0311795 | val_loss: 0.0311972 | Time: 2514.76 ms [2022-04-08 16:05:28 main:574] : INFO : Epoch 1748 | loss: 0.0311776 | val_loss: 0.0311975 | Time: 2470.66 ms [2022-04-08 16:05:31 main:574] : INFO : Epoch 1749 | loss: 0.0311788 | val_loss: 0.0311978 | Time: 2502.57 ms [2022-04-08 16:05:33 main:574] : INFO : Epoch 1750 | loss: 0.031178 | val_loss: 0.0312028 | Time: 2463.48 ms [2022-04-08 16:05:36 main:574] : INFO : Epoch 1751 | loss: 0.0311774 | val_loss: 0.0312033 | Time: 2503.49 ms [2022-04-08 16:05:38 main:574] : INFO : Epoch 1752 | loss: 0.0311792 | val_loss: 0.0312016 | Time: 2505.63 ms [2022-04-08 16:05:41 main:574] : INFO : Epoch 1753 | loss: 0.0311767 | val_loss: 0.0311973 | Time: 2452.51 ms [2022-04-08 16:05:43 main:574] : INFO : Epoch 1754 | loss: 0.0311755 | val_loss: 0.0311987 | Time: 2468.08 ms [2022-04-08 16:05:46 main:574] : INFO : Epoch 1755 | loss: 0.0311776 | val_loss: 0.0312014 | Time: 2479.83 ms [2022-04-08 16:05:48 main:574] : INFO : Epoch 1756 | loss: 0.0311754 | val_loss: 0.031198 | Time: 2475.6 ms [2022-04-08 16:05:51 main:574] : INFO : Epoch 1757 | loss: 0.031175 | val_loss: 0.0311989 | Time: 2468.86 ms [2022-04-08 16:05:53 main:574] : INFO : Epoch 1758 | loss: 0.0311748 | val_loss: 0.0311998 | Time: 2501.31 ms [2022-04-08 16:05:56 main:574] : INFO : Epoch 1759 | loss: 0.0311763 | val_loss: 0.0312017 | Time: 2471.85 ms [2022-04-08 16:05:58 main:574] : INFO : Epoch 1760 | loss: 0.031178 | val_loss: 0.0311999 | Time: 2533.12 ms [2022-04-08 16:06:01 main:574] : INFO : Epoch 1761 | loss: 0.0311762 | val_loss: 0.0311989 | Time: 2518.67 ms [2022-04-08 16:06:03 main:574] : INFO : Epoch 1762 | loss: 0.0311761 | val_loss: 0.0312048 | Time: 2488.5 ms [2022-04-08 16:06:06 main:574] : INFO : Epoch 1763 | loss: 0.0311807 | val_loss: 0.0312002 | Time: 2512.63 ms [2022-04-08 16:06:08 main:574] : INFO : Epoch 1764 | loss: 0.0311867 | val_loss: 0.0311983 | Time: 2469.18 ms [2022-04-08 16:06:11 main:574] : INFO : Epoch 1765 | loss: 0.0311857 | val_loss: 0.0311993 | Time: 2482.18 ms [2022-04-08 16:06:13 main:574] : INFO : Epoch 1766 | loss: 0.0311844 | val_loss: 0.0312 | Time: 2484.74 ms [2022-04-08 16:06:16 main:574] : INFO : Epoch 1767 | loss: 0.0311901 | val_loss: 0.0311997 | Time: 2487.63 ms [2022-04-08 16:06:18 main:574] : INFO : Epoch 1768 | loss: 0.0311894 | val_loss: 0.0311997 | Time: 2504.68 ms [2022-04-08 16:06:21 main:574] : INFO : Epoch 1769 | loss: 0.0311886 | val_loss: 0.0312017 | Time: 2505.28 ms [2022-04-08 16:06:23 main:574] : INFO : Epoch 1770 | loss: 0.0311863 | val_loss: 0.0312001 | Time: 2497.27 ms [2022-04-08 16:06:26 main:574] : INFO : Epoch 1771 | loss: 0.0311857 | val_loss: 0.0311963 | Time: 2507.2 ms [2022-04-08 16:06:28 main:574] : INFO : Epoch 1772 | loss: 0.0311859 | val_loss: 0.0312004 | Time: 2475.77 ms [2022-04-08 16:06:31 main:574] : INFO : Epoch 1773 | loss: 0.0311863 | val_loss: 0.031198 | Time: 2519.3 ms [2022-04-08 16:06:33 main:574] : INFO : Epoch 1774 | loss: 0.0311865 | val_loss: 0.0311969 | Time: 2501.01 ms [2022-04-08 16:06:36 main:574] : INFO : Epoch 1775 | loss: 0.0311853 | val_loss: 0.0311953 | Time: 2476.84 ms [2022-04-08 16:06:38 main:574] : INFO : Epoch 1776 | loss: 0.0311828 | val_loss: 0.0311948 | Time: 2518.1 ms [2022-04-08 16:06:41 main:574] : INFO : Epoch 1777 | loss: 0.0311818 | val_loss: 0.0311954 | Time: 2518.59 ms [2022-04-08 16:06:43 main:574] : INFO : Epoch 1778 | loss: 0.0311814 | val_loss: 0.031204 | Time: 2468.09 ms [2022-04-08 16:06:46 main:574] : INFO : Epoch 1779 | loss: 0.0311821 | val_loss: 0.0311936 | Time: 2482.7 ms [2022-04-08 16:06:48 main:574] : INFO : Epoch 1780 | loss: 0.0311803 | val_loss: 0.0311978 | Time: 2499.1 ms [2022-04-08 16:06:51 main:574] : INFO : Epoch 1781 | loss: 0.0311801 | val_loss: 0.031194 | Time: 2518.3 ms [2022-04-08 16:06:53 main:574] : INFO : Epoch 1782 | loss: 0.0311795 | val_loss: 0.0311973 | Time: 2498.09 ms [2022-04-08 16:06:56 main:574] : INFO : Epoch 1783 | loss: 0.0311798 | val_loss: 0.0311939 | Time: 2475.25 ms [2022-04-08 16:06:58 main:574] : INFO : Epoch 1784 | loss: 0.0311784 | val_loss: 0.031198 | Time: 2491.72 ms [2022-04-08 16:07:01 main:574] : INFO : Epoch 1785 | loss: 0.0311791 | val_loss: 0.0311952 | Time: 2516.57 ms [2022-04-08 16:07:03 main:574] : INFO : Epoch 1786 | loss: 0.0311781 | val_loss: 0.0311967 | Time: 2517.72 ms [2022-04-08 16:07:06 main:574] : INFO : Epoch 1787 | loss: 0.0311786 | val_loss: 0.0311969 | Time: 2482.74 ms [2022-04-08 16:07:08 main:574] : INFO : Epoch 1788 | loss: 0.0311784 | val_loss: 0.0311953 | Time: 2495.96 ms [2022-04-08 16:07:11 main:574] : INFO : Epoch 1789 | loss: 0.0311779 | val_loss: 0.0311952 | Time: 2506.09 ms [2022-04-08 16:07:13 main:574] : INFO : Epoch 1790 | loss: 0.0311777 | val_loss: 0.0311954 | Time: 2493.71 ms [2022-04-08 16:07:16 main:574] : INFO : Epoch 1791 | loss: 0.0311828 | val_loss: 0.0312028 | Time: 2467.64 ms [2022-04-08 16:07:18 main:574] : INFO : Epoch 1792 | loss: 0.0312013 | val_loss: 0.0311997 | Time: 2516.91 ms [2022-04-08 16:07:21 main:574] : INFO : Epoch 1793 | loss: 0.0312018 | val_loss: 0.0311993 | Time: 2488.53 ms [2022-04-08 16:07:23 main:574] : INFO : Epoch 1794 | loss: 0.0311998 | val_loss: 0.0311996 | Time: 2499.44 ms [2022-04-08 16:07:26 main:574] : INFO : Epoch 1795 | loss: 0.0311976 | val_loss: 0.0311957 | Time: 2508.31 ms [2022-04-08 16:07:28 main:574] : INFO : Epoch 1796 | loss: 0.0311964 | val_loss: 0.031195 | Time: 2499.07 ms [2022-04-08 16:07:31 main:574] : INFO : Epoch 1797 | loss: 0.0311958 | val_loss: 0.031196 | Time: 2484.3 ms [2022-04-08 16:07:33 main:574] : INFO : Epoch 1798 | loss: 0.0311949 | val_loss: 0.0311943 | Time: 2515.51 ms [2022-04-08 16:07:36 main:574] : INFO : Epoch 1799 | loss: 0.0311935 | val_loss: 0.0311947 | Time: 2456.62 ms [2022-04-08 16:07:38 main:574] : INFO : Epoch 1800 | loss: 0.0311949 | val_loss: 0.0311958 | Time: 2465.23 ms [2022-04-08 16:07:41 main:574] : INFO : Epoch 1801 | loss: 0.0311937 | val_loss: 0.0311971 | Time: 2468.42 ms [2022-04-08 16:07:43 main:574] : INFO : Epoch 1802 | loss: 0.0311926 | val_loss: 0.0311948 | Time: 2492.82 ms [2022-04-08 16:07:46 main:574] : INFO : Epoch 1803 | loss: 0.0311943 | val_loss: 0.0311944 | Time: 2495.39 ms [2022-04-08 16:07:48 main:574] : INFO : Epoch 1804 | loss: 0.0311935 | val_loss: 0.0311943 | Time: 2481.25 ms [2022-04-08 16:07:51 main:574] : INFO : Epoch 1805 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 2514.28 ms [2022-04-08 16:07:53 main:574] : INFO : Epoch 1806 | loss: 0.0311909 | val_loss: 0.0311939 | Time: 2499.45 ms [2022-04-08 16:07:56 main:574] : INFO : Epoch 1807 | loss: 0.0311912 | val_loss: 0.031198 | Time: 2509.97 ms [2022-04-08 16:07:58 main:574] : INFO : Epoch 1808 | loss: 0.0311913 | val_loss: 0.0311928 | Time: 2510.38 ms [2022-04-08 16:08:01 main:574] : INFO : Epoch 1809 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 2488.03 ms [2022-04-08 16:08:03 main:574] : INFO : Epoch 1810 | loss: 0.0311911 | val_loss: 0.0311995 | Time: 2471.35 ms [2022-04-08 16:08:06 main:574] : INFO : Epoch 1811 | loss: 0.0311968 | val_loss: 0.0311976 | Time: 2503.88 ms [2022-04-08 16:08:08 main:574] : INFO : Epoch 1812 | loss: 0.0311933 | val_loss: 0.0311997 | Time: 2450.78 ms [2022-04-08 16:08:10 main:574] : INFO : Epoch 1813 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 2492.16 ms [2022-04-08 16:08:13 main:574] : INFO : Epoch 1814 | loss: 0.0312058 | val_loss: 0.0312036 | Time: 2465.62 ms [2022-04-08 16:08:15 main:574] : INFO : Epoch 1815 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 2511.05 ms [2022-04-08 16:08:18 main:574] : INFO : Epoch 1816 | loss: 0.0312011 | val_loss: 0.0312017 | Time: 2496.01 ms [2022-04-08 16:08:20 main:574] : INFO : Epoch 1817 | loss: 0.0312 | val_loss: 0.0312012 | Time: 2493.79 ms [2022-04-08 16:08:23 main:574] : INFO : Epoch 1818 | loss: 0.0311996 | val_loss: 0.0311994 | Time: 2487.18 ms [2022-04-08 16:08:25 main:574] : INFO : Epoch 1819 | loss: 0.031199 | val_loss: 0.0312029 | Time: 2508.88 ms [2022-04-08 16:08:28 main:574] : INFO : Epoch 1820 | loss: 0.0312 | val_loss: 0.0312031 | Time: 2446.55 ms [2022-04-08 16:08:30 main:574] : INFO : Epoch 1821 | loss: 0.0311998 | val_loss: 0.031199 | Time: 2487.67 ms [2022-04-08 16:08:33 main:574] : INFO : Epoch 1822 | loss: 0.0311985 | val_loss: 0.031198 | Time: 2475.45 ms [2022-04-08 16:08:35 main:574] : INFO : Epoch 1823 | loss: 0.031198 | val_loss: 0.0311983 | Time: 2500.81 ms [2022-04-08 16:08:38 main:574] : INFO : Epoch 1824 | loss: 0.0311976 | val_loss: 0.0311987 | Time: 2476.66 ms [2022-04-08 16:08:40 main:574] : INFO : Epoch 1825 | loss: 0.0311981 | val_loss: 0.0312002 | Time: 2473.09 ms [2022-04-08 16:08:43 main:574] : INFO : Epoch 1826 | loss: 0.0311972 | val_loss: 0.031204 | Time: 2480.61 ms [2022-04-08 16:08:45 main:574] : INFO : Epoch 1827 | loss: 0.0311969 | val_loss: 0.0311995 | Time: 2459.23 ms [2022-04-08 16:08:48 main:574] : INFO : Epoch 1828 | loss: 0.0311961 | val_loss: 0.0311981 | Time: 2493.1 ms [2022-04-08 16:08:50 main:574] : INFO : Epoch 1829 | loss: 0.0311955 | val_loss: 0.0311987 | Time: 2513.87 ms [2022-04-08 16:08:53 main:574] : INFO : Epoch 1830 | loss: 0.0311967 | val_loss: 0.0311968 | Time: 2488.41 ms [2022-04-08 16:08:55 main:574] : INFO : Epoch 1831 | loss: 0.0311946 | val_loss: 0.031197 | Time: 2485.72 ms [2022-04-08 16:08:58 main:574] : INFO : Epoch 1832 | loss: 0.0311944 | val_loss: 0.0311975 | Time: 2522.97 ms [2022-04-08 16:09:00 main:574] : INFO : Epoch 1833 | loss: 0.0311965 | val_loss: 0.0311983 | Time: 2477.81 ms [2022-04-08 16:09:03 main:574] : INFO : Epoch 1834 | loss: 0.0311967 | val_loss: 0.031203 | Time: 2506.12 ms [2022-04-08 16:09:05 main:574] : INFO : Epoch 1835 | loss: 0.0311989 | val_loss: 0.0311994 | Time: 2501.3 ms [2022-04-08 16:09:08 main:574] : INFO : Epoch 1836 | loss: 0.0311954 | val_loss: 0.0311974 | Time: 2520.95 ms [2022-04-08 16:09:10 main:574] : INFO : Epoch 1837 | loss: 0.0311944 | val_loss: 0.0311985 | Time: 2503.45 ms [2022-04-08 16:09:13 main:574] : INFO : Epoch 1838 | loss: 0.0311949 | val_loss: 0.0311976 | Time: 2469.93 ms [2022-04-08 16:09:15 main:574] : INFO : Epoch 1839 | loss: 0.0311937 | val_loss: 0.0311976 | Time: 2492.8 ms [2022-04-08 16:09:18 main:574] : INFO : Epoch 1840 | loss: 0.0311979 | val_loss: 0.0312059 | Time: 2498.47 ms [2022-04-08 16:09:20 main:574] : INFO : Epoch 1841 | loss: 0.031208 | val_loss: 0.0312582 | Time: 2441.84 ms [2022-04-08 16:09:23 main:574] : INFO : Epoch 1842 | loss: 0.0322412 | val_loss: 0.0426573 | Time: 2469.33 ms [2022-04-08 16:09:25 main:574] : INFO : Epoch 1843 | loss: 0.0362172 | val_loss: 0.0323915 | Time: 2470.44 ms [2022-04-08 16:09:28 main:574] : INFO : Epoch 1844 | loss: 0.0317184 | val_loss: 0.0313945 | Time: 2479 ms [2022-04-08 16:09:30 main:574] : INFO : Epoch 1845 | loss: 0.0313113 | val_loss: 0.0312613 | Time: 2517.96 ms [2022-04-08 16:09:33 main:574] : INFO : Epoch 1846 | loss: 0.0312521 | val_loss: 0.0312429 | Time: 2489.53 ms [2022-04-08 16:09:35 main:574] : INFO : Epoch 1847 | loss: 0.0312415 | val_loss: 0.0312363 | Time: 2462.64 ms [2022-04-08 16:09:38 main:574] : INFO : Epoch 1848 | loss: 0.0312376 | val_loss: 0.0312329 | Time: 2501.12 ms [2022-04-08 16:09:40 main:574] : INFO : Epoch 1849 | loss: 0.0312324 | val_loss: 0.0312271 | Time: 2465.05 ms [2022-04-08 16:09:43 main:574] : INFO : Epoch 1850 | loss: 0.0312267 | val_loss: 0.0312241 | Time: 2505.82 ms [2022-04-08 16:09:45 main:574] : INFO : Epoch 1851 | loss: 0.031224 | val_loss: 0.0312172 | Time: 2494.68 ms [2022-04-08 16:09:48 main:574] : INFO : Epoch 1852 | loss: 0.0312169 | val_loss: 0.0312114 | Time: 2509.66 ms [2022-04-08 16:09:50 main:574] : INFO : Epoch 1853 | loss: 0.0312117 | val_loss: 0.0312075 | Time: 2503.19 ms [2022-04-08 16:09:53 main:574] : INFO : Epoch 1854 | loss: 0.0312102 | val_loss: 0.0312066 | Time: 2502.85 ms [2022-04-08 16:09:55 main:574] : INFO : Epoch 1855 | loss: 0.0312085 | val_loss: 0.0312056 | Time: 2504.98 ms [2022-04-08 16:09:58 main:574] : INFO : Epoch 1856 | loss: 0.0312079 | val_loss: 0.0312046 | Time: 2485.19 ms [2022-04-08 16:10:00 main:574] : INFO : Epoch 1857 | loss: 0.0312081 | val_loss: 0.0312048 | Time: 2477.72 ms [2022-04-08 16:10:03 main:574] : INFO : Epoch 1858 | loss: 0.0312066 | val_loss: 0.0312039 | Time: 2482.88 ms [2022-04-08 16:10:05 main:574] : INFO : Epoch 1859 | loss: 0.0312059 | val_loss: 0.0312069 | Time: 2493.94 ms [2022-04-08 16:10:08 main:574] : INFO : Epoch 1860 | loss: 0.0312059 | val_loss: 0.0312032 | Time: 2488.58 ms [2022-04-08 16:10:10 main:574] : INFO : Epoch 1861 | loss: 0.0312061 | val_loss: 0.0312036 | Time: 2526.92 ms [2022-04-08 16:10:13 main:574] : INFO : Epoch 1862 | loss: 0.0312056 | val_loss: 0.0312033 | Time: 2504.09 ms [2022-04-08 16:10:15 main:574] : INFO : Epoch 1863 | loss: 0.0312046 | val_loss: 0.0312037 | Time: 2505.74 ms [2022-04-08 16:10:18 main:574] : INFO : Epoch 1864 | loss: 0.0312044 | val_loss: 0.0312037 | Time: 2485.74 ms [2022-04-08 16:10:20 main:574] : INFO : Epoch 1865 | loss: 0.031204 | val_loss: 0.031205 | Time: 2491.94 ms [2022-04-08 16:10:23 main:574] : INFO : Epoch 1866 | loss: 0.0312046 | val_loss: 0.0312033 | Time: 2526.23 ms [2022-04-08 16:10:25 main:574] : INFO : Epoch 1867 | loss: 0.0312029 | val_loss: 0.0312031 | Time: 2492.29 ms [2022-04-08 16:10:28 main:574] : INFO : Epoch 1868 | loss: 0.0312031 | val_loss: 0.0312032 | Time: 2492.01 ms [2022-04-08 16:10:30 main:574] : INFO : Epoch 1869 | loss: 0.031203 | val_loss: 0.031203 | Time: 2511.69 ms [2022-04-08 16:10:33 main:574] : INFO : Epoch 1870 | loss: 0.0312034 | val_loss: 0.0312048 | Time: 2485.21 ms [2022-04-08 16:10:35 main:574] : INFO : Epoch 1871 | loss: 0.0312036 | val_loss: 0.0312042 | Time: 2517.59 ms [2022-04-08 16:10:38 main:574] : INFO : Epoch 1872 | loss: 0.0312036 | val_loss: 0.0312071 | Time: 2486.68 ms [2022-04-08 16:10:40 main:574] : INFO : Epoch 1873 | loss: 0.0312049 | val_loss: 0.031205 | Time: 2494.58 ms [2022-04-08 16:10:43 main:574] : INFO : Epoch 1874 | loss: 0.0312021 | val_loss: 0.0312023 | Time: 2492.51 ms [2022-04-08 16:10:45 main:574] : INFO : Epoch 1875 | loss: 0.0312025 | val_loss: 0.031205 | Time: 2469.55 ms [2022-04-08 16:10:48 main:574] : INFO : Epoch 1876 | loss: 0.031204 | val_loss: 0.0312048 | Time: 2493.08 ms [2022-04-08 16:10:50 main:574] : INFO : Epoch 1877 | loss: 0.0312048 | val_loss: 0.0312029 | Time: 2468.18 ms [2022-04-08 16:10:52 main:574] : INFO : Epoch 1878 | loss: 0.0312032 | val_loss: 0.0312037 | Time: 2472.86 ms [2022-04-08 16:10:55 main:574] : INFO : Epoch 1879 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 2484.75 ms [2022-04-08 16:10:57 main:574] : INFO : Epoch 1880 | loss: 0.031203 | val_loss: 0.0312024 | Time: 2482.61 ms [2022-04-08 16:11:00 main:574] : INFO : Epoch 1881 | loss: 0.0312014 | val_loss: 0.031202 | Time: 2474.74 ms [2022-04-08 16:11:02 main:574] : INFO : Epoch 1882 | loss: 0.0312012 | val_loss: 0.0312017 | Time: 2484.75 ms [2022-04-08 16:11:05 main:574] : INFO : Epoch 1883 | loss: 0.0312015 | val_loss: 0.0312018 | Time: 2487.51 ms [2022-04-08 16:11:07 main:574] : INFO : Epoch 1884 | loss: 0.0312021 | val_loss: 0.0312018 | Time: 2501.16 ms [2022-04-08 16:11:10 main:574] : INFO : Epoch 1885 | loss: 0.0312017 | val_loss: 0.0312039 | Time: 2520.62 ms [2022-04-08 16:11:12 main:574] : INFO : Epoch 1886 | loss: 0.0312017 | val_loss: 0.0312015 | Time: 2494.76 ms [2022-04-08 16:11:15 main:574] : INFO : Epoch 1887 | loss: 0.0312011 | val_loss: 0.0312024 | Time: 2503.7 ms [2022-04-08 16:11:17 main:574] : INFO : Epoch 1888 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 2489.39 ms [2022-04-08 16:11:20 main:574] : INFO : Epoch 1889 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 2511.76 ms [2022-04-08 16:11:22 main:574] : INFO : Epoch 1890 | loss: 0.0312011 | val_loss: 0.0312006 | Time: 2487.13 ms [2022-04-08 16:11:25 main:574] : INFO : Epoch 1891 | loss: 0.0312002 | val_loss: 0.0312019 | Time: 2459.2 ms [2022-04-08 16:11:27 main:574] : INFO : Epoch 1892 | loss: 0.0312004 | val_loss: 0.0312002 | Time: 2477.25 ms [2022-04-08 16:11:30 main:574] : INFO : Epoch 1893 | loss: 0.0312 | val_loss: 0.0312005 | Time: 2511.59 ms [2022-04-08 16:11:32 main:574] : INFO : Epoch 1894 | loss: 0.0311999 | val_loss: 0.0312008 | Time: 2470.81 ms [2022-04-08 16:11:35 main:574] : INFO : Epoch 1895 | loss: 0.0312001 | val_loss: 0.0312004 | Time: 2488 ms [2022-04-08 16:11:37 main:574] : INFO : Epoch 1896 | loss: 0.0312004 | val_loss: 0.0312012 | Time: 2500.38 ms [2022-04-08 16:11:40 main:574] : INFO : Epoch 1897 | loss: 0.0312017 | val_loss: 0.0312011 | Time: 2480.01 ms [2022-04-08 16:11:42 main:574] : INFO : Epoch 1898 | loss: 0.0312014 | val_loss: 0.0312028 | Time: 2484.16 ms [2022-04-08 16:11:45 main:574] : INFO : Epoch 1899 | loss: 0.0312018 | val_loss: 0.0312059 | Time: 2470.8 ms [2022-04-08 16:11:47 main:574] : INFO : Epoch 1900 | loss: 0.0312047 | val_loss: 0.0312055 | Time: 2493.72 ms [2022-04-08 16:11:50 main:574] : INFO : Epoch 1901 | loss: 0.0312013 | val_loss: 0.0312023 | Time: 2482.57 ms [2022-04-08 16:11:52 main:574] : INFO : Epoch 1902 | loss: 0.0312009 | val_loss: 0.0312002 | Time: 2463.62 ms [2022-04-08 16:11:55 main:574] : INFO : Epoch 1903 | loss: 0.0311997 | val_loss: 0.0312011 | Time: 2481.81 ms [2022-04-08 16:11:57 main:574] : INFO : Epoch 1904 | loss: 0.0311996 | val_loss: 0.0312 | Time: 2470.63 ms [2022-04-08 16:12:00 main:574] : INFO : Epoch 1905 | loss: 0.0311995 | val_loss: 0.0312006 | Time: 2482.36 ms [2022-04-08 16:12:02 main:574] : INFO : Epoch 1906 | loss: 0.0311994 | val_loss: 0.0312011 | Time: 2495.54 ms [2022-04-08 16:12:05 main:574] : INFO : Epoch 1907 | loss: 0.0311994 | val_loss: 0.0312017 | Time: 2495.92 ms [2022-04-08 16:12:07 main:574] : INFO : Epoch 1908 | loss: 0.0312006 | val_loss: 0.0311999 | Time: 2494.91 ms [2022-04-08 16:12:10 main:574] : INFO : Epoch 1909 | loss: 0.0312001 | val_loss: 0.0312008 | Time: 2469.07 ms [2022-04-08 16:12:12 main:574] : INFO : Epoch 1910 | loss: 0.0312 | val_loss: 0.0312004 | Time: 2494.57 ms [2022-04-08 16:12:15 main:574] : INFO : Epoch 1911 | loss: 0.0311992 | val_loss: 0.0312016 | Time: 2494.33 ms [2022-04-08 16:12:17 main:574] : INFO : Epoch 1912 | loss: 0.0311996 | val_loss: 0.0312009 | Time: 2486.15 ms [2022-04-08 16:12:20 main:574] : INFO : Epoch 1913 | loss: 0.0311993 | val_loss: 0.0312002 | Time: 2505.41 ms [2022-04-08 16:12:22 main:574] : INFO : Epoch 1914 | loss: 0.0311992 | val_loss: 0.0312004 | Time: 2476.74 ms [2022-04-08 16:12:25 main:574] : INFO : Epoch 1915 | loss: 0.0311997 | val_loss: 0.0312006 | Time: 2479.32 ms [2022-04-08 16:12:27 main:574] : INFO : Epoch 1916 | loss: 0.0311994 | val_loss: 0.0311996 | Time: 2500.05 ms [2022-04-08 16:12:30 main:574] : INFO : Epoch 1917 | loss: 0.0311994 | val_loss: 0.0312033 | Time: 2483.71 ms [2022-04-08 16:12:32 main:574] : INFO : Epoch 1918 | loss: 0.0312001 | val_loss: 0.0312056 | Time: 2484.26 ms [2022-04-08 16:12:35 main:574] : INFO : Epoch 1919 | loss: 0.0312011 | val_loss: 0.0312038 | Time: 2502.75 ms [2022-04-08 16:12:37 main:574] : INFO : Epoch 1920 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 2497.26 ms [2022-04-08 16:12:40 main:574] : INFO : Epoch 1921 | loss: 0.0311988 | val_loss: 0.0311992 | Time: 2482.39 ms [2022-04-08 16:12:42 main:574] : INFO : Epoch 1922 | loss: 0.0311982 | val_loss: 0.0312003 | Time: 2483.11 ms [2022-04-08 16:12:45 main:574] : INFO : Epoch 1923 | loss: 0.0311981 | val_loss: 0.0312023 | Time: 2483.2 ms [2022-04-08 16:12:47 main:574] : INFO : Epoch 1924 | loss: 0.0311988 | val_loss: 0.0311999 | Time: 2462.51 ms [2022-04-08 16:12:49 main:574] : INFO : Epoch 1925 | loss: 0.0311983 | val_loss: 0.0312001 | Time: 2471.62 ms [2022-04-08 16:12:52 main:574] : INFO : Epoch 1926 | loss: 0.0312018 | val_loss: 0.0312019 | Time: 2501.11 ms [2022-04-08 16:12:54 main:574] : INFO : Epoch 1927 | loss: 0.0312024 | val_loss: 0.0311986 | Time: 2513.85 ms [2022-04-08 16:12:57 main:574] : INFO : Epoch 1928 | loss: 0.0312001 | val_loss: 0.0311976 | Time: 2477.9 ms [2022-04-08 16:12:59 main:574] : INFO : Epoch 1929 | loss: 0.0312 | val_loss: 0.0311976 | Time: 2493.18 ms [2022-04-08 16:13:02 main:574] : INFO : Epoch 1930 | loss: 0.0312002 | val_loss: 0.0311978 | Time: 2493.27 ms [2022-04-08 16:13:04 main:574] : INFO : Epoch 1931 | loss: 0.0311993 | val_loss: 0.0311974 | Time: 2480.56 ms [2022-04-08 16:13:07 main:574] : INFO : Epoch 1932 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 2502.14 ms [2022-04-08 16:13:09 main:574] : INFO : Epoch 1933 | loss: 0.031198 | val_loss: 0.0311964 | Time: 2460.75 ms [2022-04-08 16:13:12 main:574] : INFO : Epoch 1934 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 2497.7 ms [2022-04-08 16:13:14 main:574] : INFO : Epoch 1935 | loss: 0.0312011 | val_loss: 0.031199 | Time: 2506.21 ms [2022-04-08 16:13:17 main:574] : INFO : Epoch 1936 | loss: 0.0312008 | val_loss: 0.0311994 | Time: 2511.57 ms [2022-04-08 16:13:19 main:574] : INFO : Epoch 1937 | loss: 0.0311978 | val_loss: 0.0311964 | Time: 2497.35 ms [2022-04-08 16:13:22 main:574] : INFO : Epoch 1938 | loss: 0.0311974 | val_loss: 0.0311947 | Time: 2483.96 ms [2022-04-08 16:13:24 main:574] : INFO : Epoch 1939 | loss: 0.0311975 | val_loss: 0.0311973 | Time: 2501.17 ms [2022-04-08 16:13:27 main:574] : INFO : Epoch 1940 | loss: 0.0311967 | val_loss: 0.0311954 | Time: 2481.23 ms [2022-04-08 16:13:29 main:574] : INFO : Epoch 1941 | loss: 0.0311959 | val_loss: 0.0311944 | Time: 2507.72 ms [2022-04-08 16:13:32 main:574] : INFO : Epoch 1942 | loss: 0.0311967 | val_loss: 0.0311948 | Time: 2504.35 ms [2022-04-08 16:13:34 main:574] : INFO : Epoch 1943 | loss: 0.0311964 | val_loss: 0.0311948 | Time: 2520.88 ms [2022-04-08 16:13:37 main:574] : INFO : Epoch 1944 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 2497.61 ms [2022-04-08 16:13:39 main:574] : INFO : Epoch 1945 | loss: 0.0311968 | val_loss: 0.0311945 | Time: 2462.1 ms [2022-04-08 16:13:42 main:574] : INFO : Epoch 1946 | loss: 0.0311962 | val_loss: 0.0311948 | Time: 2487.51 ms [2022-04-08 16:13:44 main:574] : INFO : Epoch 1947 | loss: 0.0311964 | val_loss: 0.0311984 | Time: 2447.73 ms [2022-04-08 16:13:47 main:574] : INFO : Epoch 1948 | loss: 0.0311964 | val_loss: 0.031196 | Time: 2470.96 ms [2022-04-08 16:13:49 main:574] : INFO : Epoch 1949 | loss: 0.0311966 | val_loss: 0.0311947 | Time: 2506.05 ms [2022-04-08 16:13:52 main:574] : INFO : Epoch 1950 | loss: 0.0311958 | val_loss: 0.0311947 | Time: 2508.4 ms [2022-04-08 16:13:54 main:574] : INFO : Epoch 1951 | loss: 0.0311962 | val_loss: 0.0311953 | Time: 2458.16 ms [2022-04-08 16:13:57 main:574] : INFO : Epoch 1952 | loss: 0.0311954 | val_loss: 0.0311949 | Time: 2489.91 ms [2022-04-08 16:13:59 main:574] : INFO : Epoch 1953 | loss: 0.0311957 | val_loss: 0.031194 | Time: 2494.17 ms [2022-04-08 16:14:02 main:574] : INFO : Epoch 1954 | loss: 0.0311951 | val_loss: 0.031194 | Time: 2493.07 ms [2022-04-08 16:14:04 main:574] : INFO : Epoch 1955 | loss: 0.0311949 | val_loss: 0.0311967 | Time: 2472.55 ms [2022-04-08 16:14:07 main:574] : INFO : Epoch 1956 | loss: 0.0311969 | val_loss: 0.0311946 | Time: 2505.1 ms [2022-04-08 16:14:09 main:574] : INFO : Epoch 1957 | loss: 0.031196 | val_loss: 0.0311973 | Time: 2508.5 ms [2022-04-08 16:14:12 main:574] : INFO : Epoch 1958 | loss: 0.0311952 | val_loss: 0.031194 | Time: 2493.04 ms [2022-04-08 16:14:14 main:574] : INFO : Epoch 1959 | loss: 0.0311959 | val_loss: 0.0311948 | Time: 2485.66 ms [2022-04-08 16:14:17 main:574] : INFO : Epoch 1960 | loss: 0.0311956 | val_loss: 0.0311977 | Time: 2502.34 ms [2022-04-08 16:14:19 main:574] : INFO : Epoch 1961 | loss: 0.0311982 | val_loss: 0.0312032 | Time: 2471.7 ms [2022-04-08 16:14:22 main:574] : INFO : Epoch 1962 | loss: 0.031199 | val_loss: 0.0311996 | Time: 2501.49 ms [2022-04-08 16:14:24 main:574] : INFO : Epoch 1963 | loss: 0.0311966 | val_loss: 0.0311955 | Time: 2484.53 ms [2022-04-08 16:14:27 main:574] : INFO : Epoch 1964 | loss: 0.0311953 | val_loss: 0.0311955 | Time: 2482.45 ms [2022-04-08 16:14:29 main:574] : INFO : Epoch 1965 | loss: 0.0311961 | val_loss: 0.0311961 | Time: 2486 ms [2022-04-08 16:14:32 main:574] : INFO : Epoch 1966 | loss: 0.0311958 | val_loss: 0.0311955 | Time: 2484.88 ms [2022-04-08 16:14:34 main:574] : INFO : Epoch 1967 | loss: 0.0311954 | val_loss: 0.031195 | Time: 2531.29 ms [2022-04-08 16:14:37 main:574] : INFO : Epoch 1968 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 2481.72 ms [2022-04-08 16:14:39 main:574] : INFO : Epoch 1969 | loss: 0.0311956 | val_loss: 0.0311946 | Time: 2516.87 ms [2022-04-08 16:14:42 main:574] : INFO : Epoch 1970 | loss: 0.0311973 | val_loss: 0.031196 | Time: 2527.01 ms [2022-04-08 16:14:44 main:574] : INFO : Epoch 1971 | loss: 0.0311963 | val_loss: 0.0311958 | Time: 2495.12 ms [2022-04-08 16:14:47 main:574] : INFO : Epoch 1972 | loss: 0.0311962 | val_loss: 0.0311951 | Time: 2495.65 ms [2022-04-08 16:14:49 main:574] : INFO : Epoch 1973 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 2500.28 ms [2022-04-08 16:14:52 main:574] : INFO : Epoch 1974 | loss: 0.031195 | val_loss: 0.031197 | Time: 2514.45 ms [2022-04-08 16:14:54 main:574] : INFO : Epoch 1975 | loss: 0.0311944 | val_loss: 0.0311951 | Time: 2466.83 ms [2022-04-08 16:14:57 main:574] : INFO : Epoch 1976 | loss: 0.0311955 | val_loss: 0.031198 | Time: 2512.35 ms [2022-04-08 16:14:59 main:574] : INFO : Epoch 1977 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 2485.12 ms [2022-04-08 16:15:02 main:574] : INFO : Epoch 1978 | loss: 0.0311942 | val_loss: 0.0311962 | Time: 2503.45 ms [2022-04-08 16:15:04 main:574] : INFO : Epoch 1979 | loss: 0.031196 | val_loss: 0.0311932 | Time: 2497.08 ms [2022-04-08 16:15:07 main:574] : INFO : Epoch 1980 | loss: 0.0311936 | val_loss: 0.0311939 | Time: 2460.95 ms [2022-04-08 16:15:09 main:574] : INFO : Epoch 1981 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 2445.95 ms [2022-04-08 16:15:12 main:574] : INFO : Epoch 1982 | loss: 0.0311966 | val_loss: 0.0311943 | Time: 2458.74 ms [2022-04-08 16:15:14 main:574] : INFO : Epoch 1983 | loss: 0.0311949 | val_loss: 0.0311942 | Time: 2508 ms [2022-04-08 16:15:17 main:574] : INFO : Epoch 1984 | loss: 0.0311952 | val_loss: 0.0311968 | Time: 2471.97 ms [2022-04-08 16:15:19 main:574] : INFO : Epoch 1985 | loss: 0.0311953 | val_loss: 0.031193 | Time: 2528.39 ms [2022-04-08 16:15:22 main:574] : INFO : Epoch 1986 | loss: 0.0311951 | val_loss: 0.0311944 | Time: 2475.64 ms [2022-04-08 16:15:24 main:574] : INFO : Epoch 1987 | loss: 0.0311939 | val_loss: 0.0311933 | Time: 2516.98 ms [2022-04-08 16:15:27 main:574] : INFO : Epoch 1988 | loss: 0.0311949 | val_loss: 0.0311927 | Time: 2485.11 ms [2022-04-08 16:15:29 main:574] : INFO : Epoch 1989 | loss: 0.0311923 | val_loss: 0.0311926 | Time: 2475.09 ms [2022-04-08 16:15:32 main:574] : INFO : Epoch 1990 | loss: 0.0311923 | val_loss: 0.0311932 | Time: 2470.94 ms [2022-04-08 16:15:34 main:574] : INFO : Epoch 1991 | loss: 0.0311925 | val_loss: 0.0311928 | Time: 2485.54 ms [2022-04-08 16:15:37 main:574] : INFO : Epoch 1992 | loss: 0.0311898 | val_loss: 0.0311911 | Time: 2497.05 ms [2022-04-08 16:15:39 main:574] : INFO : Epoch 1993 | loss: 0.0311894 | val_loss: 0.0311905 | Time: 2476.54 ms [2022-04-08 16:15:42 main:574] : INFO : Epoch 1994 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 2467 ms [2022-04-08 16:15:44 main:574] : INFO : Epoch 1995 | loss: 0.0311886 | val_loss: 0.0311917 | Time: 2496.75 ms [2022-04-08 16:15:47 main:574] : INFO : Epoch 1996 | loss: 0.0311884 | val_loss: 0.0311893 | Time: 2498.92 ms [2022-04-08 16:15:49 main:574] : INFO : Epoch 1997 | loss: 0.0311881 | val_loss: 0.03119 | Time: 2506.32 ms [2022-04-08 16:15:52 main:574] : INFO : Epoch 1998 | loss: 0.031188 | val_loss: 0.0311918 | Time: 2499.88 ms [2022-04-08 16:15:54 main:574] : INFO : Epoch 1999 | loss: 0.031189 | val_loss: 0.0311927 | Time: 2488.17 ms [2022-04-08 16:15:56 main:574] : INFO : Epoch 2000 | loss: 0.0311892 | val_loss: 0.0311897 | Time: 2472.36 ms [2022-04-08 16:15:59 main:574] : INFO : Epoch 2001 | loss: 0.031188 | val_loss: 0.0311878 | Time: 2474.72 ms [2022-04-08 16:16:01 main:574] : INFO : Epoch 2002 | loss: 0.0311892 | val_loss: 0.0311884 | Time: 2514.12 ms [2022-04-08 16:16:04 main:574] : INFO : Epoch 2003 | loss: 0.0311922 | val_loss: 0.0311878 | Time: 2480.75 ms [2022-04-08 16:16:06 main:574] : INFO : Epoch 2004 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 2507.69 ms [2022-04-08 16:16:09 main:574] : INFO : Epoch 2005 | loss: 0.0311902 | val_loss: 0.0311924 | Time: 2507.38 ms [2022-04-08 16:16:11 main:574] : INFO : Epoch 2006 | loss: 0.0311897 | val_loss: 0.0311883 | Time: 2513.39 ms [2022-04-08 16:16:14 main:574] : INFO : Epoch 2007 | loss: 0.0311887 | val_loss: 0.0311893 | Time: 2491.4 ms [2022-04-08 16:16:16 main:574] : INFO : Epoch 2008 | loss: 0.0311872 | val_loss: 0.0311886 | Time: 2486.92 ms [2022-04-08 16:16:19 main:574] : INFO : Epoch 2009 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 2470.7 ms [2022-04-08 16:16:21 main:574] : INFO : Epoch 2010 | loss: 0.0311877 | val_loss: 0.0311895 | Time: 2499.17 ms [2022-04-08 16:16:24 main:574] : INFO : Epoch 2011 | loss: 0.0311864 | val_loss: 0.031189 | Time: 2503.23 ms [2022-04-08 16:16:26 main:574] : INFO : Epoch 2012 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 2522.69 ms [2022-04-08 16:16:29 main:574] : INFO : Epoch 2013 | loss: 0.031187 | val_loss: 0.0311911 | Time: 2499.52 ms [2022-04-08 16:16:31 main:574] : INFO : Epoch 2014 | loss: 0.0311888 | val_loss: 0.0311881 | Time: 2466.94 ms [2022-04-08 16:16:34 main:574] : INFO : Epoch 2015 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 2461.03 ms [2022-04-08 16:16:36 main:574] : INFO : Epoch 2016 | loss: 0.0311897 | val_loss: 0.0311923 | Time: 2480.37 ms [2022-04-08 16:16:39 main:574] : INFO : Epoch 2017 | loss: 0.0311921 | val_loss: 0.0311904 | Time: 2510.59 ms [2022-04-08 16:16:41 main:574] : INFO : Epoch 2018 | loss: 0.0311919 | val_loss: 0.0311913 | Time: 2463.92 ms [2022-04-08 16:16:44 main:574] : INFO : Epoch 2019 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 2507.2 ms [2022-04-08 16:16:46 main:574] : INFO : Epoch 2020 | loss: 0.0311885 | val_loss: 0.0311899 | Time: 2483.04 ms [2022-04-08 16:16:49 main:574] : INFO : Epoch 2021 | loss: 0.0311917 | val_loss: 0.0311905 | Time: 2470.85 ms [2022-04-08 16:16:51 main:574] : INFO : Epoch 2022 | loss: 0.0311901 | val_loss: 0.0311959 | Time: 2485.64 ms [2022-04-08 16:16:54 main:574] : INFO : Epoch 2023 | loss: 0.031188 | val_loss: 0.0311915 | Time: 2477.51 ms [2022-04-08 16:16:56 main:574] : INFO : Epoch 2024 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2483.25 ms [2022-04-08 16:16:59 main:574] : INFO : Epoch 2025 | loss: 0.0311865 | val_loss: 0.0311902 | Time: 2464.59 ms [2022-04-08 16:17:01 main:574] : INFO : Epoch 2026 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 2477.81 ms [2022-04-08 16:17:04 main:574] : INFO : Epoch 2027 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 2491.84 ms [2022-04-08 16:17:06 main:574] : INFO : Epoch 2028 | loss: 0.031186 | val_loss: 0.0311878 | Time: 2454.67 ms [2022-04-08 16:17:09 main:574] : INFO : Epoch 2029 | loss: 0.0311895 | val_loss: 0.0311899 | Time: 2510.62 ms [2022-04-08 16:17:11 main:574] : INFO : Epoch 2030 | loss: 0.0311901 | val_loss: 0.0311905 | Time: 2449.01 ms [2022-04-08 16:17:14 main:574] : INFO : Epoch 2031 | loss: 0.0311862 | val_loss: 0.031188 | Time: 2490.59 ms [2022-04-08 16:17:16 main:574] : INFO : Epoch 2032 | loss: 0.0311853 | val_loss: 0.0311885 | Time: 2523.39 ms [2022-04-08 16:17:19 main:574] : INFO : Epoch 2033 | loss: 0.0311852 | val_loss: 0.0311884 | Time: 2491.89 ms [2022-04-08 16:17:21 main:574] : INFO : Epoch 2034 | loss: 0.0311893 | val_loss: 0.031189 | Time: 2484.05 ms [2022-04-08 16:17:24 main:574] : INFO : Epoch 2035 | loss: 0.0311873 | val_loss: 0.0311896 | Time: 2478.31 ms [2022-04-08 16:17:26 main:574] : INFO : Epoch 2036 | loss: 0.0311872 | val_loss: 0.03119 | Time: 2469.3 ms [2022-04-08 16:17:29 main:574] : INFO : Epoch 2037 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 2478.08 ms [2022-04-08 16:17:31 main:574] : INFO : Epoch 2038 | loss: 0.0311875 | val_loss: 0.031188 | Time: 2174.89 ms [2022-04-08 16:17:33 main:574] : INFO : Epoch 2039 | loss: 0.0311848 | val_loss: 0.0311907 | Time: 1870.74 ms [2022-04-08 16:17:34 main:574] : INFO : Epoch 2040 | loss: 0.0311843 | val_loss: 0.0311908 | Time: 1848.86 ms [2022-04-08 16:17:36 main:574] : INFO : Epoch 2041 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 1930.27 ms [2022-04-08 16:17:38 main:574] : INFO : Epoch 2042 | loss: 0.031186 | val_loss: 0.0311885 | Time: 1866.57 ms [2022-04-08 16:17:40 main:574] : INFO : Epoch 2043 | loss: 0.0311858 | val_loss: 0.0311888 | Time: 1889.16 ms [2022-04-08 16:17:42 main:574] : INFO : Epoch 2044 | loss: 0.031186 | val_loss: 0.0311888 | Time: 1816.17 ms [2022-04-08 16:17:44 main:574] : INFO : Epoch 2045 | loss: 0.0311881 | val_loss: 0.031189 | Time: 1828.53 ms [2022-04-08 16:17:46 main:574] : INFO : Epoch 2046 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 1771.48 ms [2022-04-08 16:17:47 main:574] : INFO : Epoch 2047 | loss: 0.0311845 | val_loss: 0.0311885 | Time: 1821.45 ms [2022-04-08 16:17:49 main:574] : INFO : Epoch 2048 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 1777.63 ms [2022-04-08 16:17:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311891 [2022-04-08 16:17:49 main:603] : INFO : Saving end state to config to file [2022-04-08 16:17:49 main:608] : INFO : Success, exiting.. 16:17:49 (1224): 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)