Task 12794548
| Name | ParityModified-1645996131-10967-0_1 |
| Workunit | 9379047 |
| Created | 8 Mar 2022, 19:24:18 UTC |
| Sent | 8 Mar 2022, 20:21:44 UTC |
| Report deadline | 16 Mar 2022, 20:21:44 UTC |
| Received | 9 Mar 2022, 15:23:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 25 min 13 sec |
| CPU time | 1 hours 23 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0309903 | val_loss: 0.031279 | Time: 2410.64 ms [2022-03-09 16:02:49 main:574] : INFO : Epoch 1543 | loss: 0.0309843 | val_loss: 0.0312783 | Time: 2485.51 ms [2022-03-09 16:02:52 main:574] : INFO : Epoch 1544 | loss: 0.0309798 | val_loss: 0.0313049 | Time: 2387.58 ms [2022-03-09 16:02:54 main:574] : INFO : Epoch 1545 | loss: 0.0309772 | val_loss: 0.0312961 | Time: 2460.22 ms [2022-03-09 16:02:57 main:574] : INFO : Epoch 1546 | loss: 0.0309793 | val_loss: 0.0312898 | Time: 2364.2 ms [2022-03-09 16:02:59 main:574] : INFO : Epoch 1547 | loss: 0.0309826 | val_loss: 0.0312835 | Time: 2562.81 ms [2022-03-09 16:03:02 main:574] : INFO : Epoch 1548 | loss: 0.0309768 | val_loss: 0.0312791 | Time: 2434.7 ms [2022-03-09 16:03:04 main:574] : INFO : Epoch 1549 | loss: 0.0309785 | val_loss: 0.0312942 | Time: 2386.48 ms [2022-03-09 16:03:07 main:574] : INFO : Epoch 1550 | loss: 0.0309752 | val_loss: 0.0312898 | Time: 2391.4 ms [2022-03-09 16:03:09 main:574] : INFO : Epoch 1551 | loss: 0.0309801 | val_loss: 0.0312935 | Time: 2370.51 ms [2022-03-09 16:03:12 main:574] : INFO : Epoch 1552 | loss: 0.0309825 | val_loss: 0.0312648 | Time: 2652.61 ms [2022-03-09 16:03:15 main:574] : INFO : Epoch 1553 | loss: 0.0309764 | val_loss: 0.0312839 | Time: 2950.2 ms [2022-03-09 16:03:17 main:574] : INFO : Epoch 1554 | loss: 0.0309847 | val_loss: 0.0312848 | Time: 2344.59 ms [2022-03-09 16:03:20 main:574] : INFO : Epoch 1555 | loss: 0.0309799 | val_loss: 0.0313049 | Time: 2603.38 ms [2022-03-09 16:03:22 main:574] : INFO : Epoch 1556 | loss: 0.0309839 | val_loss: 0.031276 | Time: 2359.52 ms [2022-03-09 16:03:25 main:574] : INFO : Epoch 1557 | loss: 0.0309797 | val_loss: 0.0312542 | Time: 2346.94 ms [2022-03-09 16:03:27 main:574] : INFO : Epoch 1558 | loss: 0.0309893 | val_loss: 0.0312617 | Time: 2340.01 ms [2022-03-09 16:03:29 main:574] : INFO : Epoch 1559 | loss: 0.0310013 | val_loss: 0.0312879 | Time: 2467.13 ms [2022-03-09 16:03:32 main:574] : INFO : Epoch 1560 | loss: 0.0309884 | val_loss: 0.03128 | Time: 2490.01 ms [2022-03-09 16:03:34 main:574] : INFO : Epoch 1561 | loss: 0.0309791 | val_loss: 0.0312863 | Time: 2418.87 ms [2022-03-09 16:03:37 main:574] : INFO : Epoch 1562 | loss: 0.0309869 | val_loss: 0.0312714 | Time: 2464.58 ms [2022-03-09 16:03:39 main:574] : INFO : Epoch 1563 | loss: 0.0309843 | val_loss: 0.0312745 | Time: 2403.82 ms [2022-03-09 16:03:42 main:574] : INFO : Epoch 1564 | loss: 0.0309775 | val_loss: 0.0313194 | Time: 2693.13 ms [2022-03-09 16:03:45 main:574] : INFO : Epoch 1565 | loss: 0.0309797 | val_loss: 0.0312936 | Time: 2531.96 ms [2022-03-09 16:03:47 main:574] : INFO : Epoch 1566 | loss: 0.0309819 | val_loss: 0.0313054 | Time: 2388.81 ms [2022-03-09 16:03:49 main:574] : INFO : Epoch 1567 | loss: 0.0309779 | val_loss: 0.0312844 | Time: 2361.85 ms [2022-03-09 16:03:52 main:574] : INFO : Epoch 1568 | loss: 0.0309763 | val_loss: 0.0312994 | Time: 2392.14 ms [2022-03-09 16:03:54 main:574] : INFO : Epoch 1569 | loss: 0.0309755 | val_loss: 0.0313155 | Time: 2516.78 ms [2022-03-09 16:03:57 main:574] : INFO : Epoch 1570 | loss: 0.0309759 | val_loss: 0.031288 | Time: 2366.83 ms [2022-03-09 16:03:59 main:574] : INFO : Epoch 1571 | loss: 0.0309913 | val_loss: 0.031265 | Time: 2303.28 ms [2022-03-09 16:04:02 main:574] : INFO : Epoch 1572 | loss: 0.0309875 | val_loss: 0.0313065 | Time: 2354.23 ms [2022-03-09 16:04:04 main:574] : INFO : Epoch 1573 | loss: 0.030987 | val_loss: 0.0312926 | Time: 2368.28 ms [2022-03-09 16:04:07 main:574] : INFO : Epoch 1574 | loss: 0.030986 | val_loss: 0.0312758 | Time: 2488.52 ms [2022-03-09 16:04:09 main:574] : INFO : Epoch 1575 | loss: 0.0309848 | val_loss: 0.0312766 | Time: 2484.89 ms [2022-03-09 16:04:12 main:574] : INFO : Epoch 1576 | loss: 0.0309822 | val_loss: 0.031268 | Time: 2646.03 ms [2022-03-09 16:04:14 main:574] : INFO : Epoch 1577 | loss: 0.0309821 | val_loss: 0.0312945 | Time: 2604.41 ms [2022-03-09 16:04:17 main:574] : INFO : Epoch 1578 | loss: 0.0309768 | val_loss: 0.0312796 | Time: 2335.82 ms [2022-03-09 16:04:19 main:574] : INFO : Epoch 1579 | loss: 0.030981 | val_loss: 0.0313077 | Time: 2439.08 ms [2022-03-09 16:04:22 main:574] : INFO : Epoch 1580 | loss: 0.0309828 | val_loss: 0.0312713 | Time: 2357.96 ms [2022-03-09 16:04:24 main:574] : INFO : Epoch 1581 | loss: 0.0309811 | val_loss: 0.0312689 | Time: 2637.12 ms [2022-03-09 16:04:27 main:574] : INFO : Epoch 1582 | loss: 0.0309786 | val_loss: 0.0312724 | Time: 2384.4 ms [2022-03-09 16:04:29 main:574] : INFO : Epoch 1583 | loss: 0.0309857 | val_loss: 0.031281 | Time: 2370.54 ms [2022-03-09 16:04:32 main:574] : INFO : Epoch 1584 | loss: 0.0309875 | val_loss: 0.0312878 | Time: 2521.53 ms [2022-03-09 16:04:35 main:574] : INFO : Epoch 1585 | loss: 0.0309897 | val_loss: 0.031294 | Time: 3035.89 ms [2022-03-09 16:04:37 main:574] : INFO : Epoch 1586 | loss: 0.0309814 | val_loss: 0.0312971 | Time: 2390.25 ms [2022-03-09 16:04:39 main:574] : INFO : Epoch 1587 | loss: 0.030993 | val_loss: 0.0312818 | Time: 2265.21 ms [2022-03-09 16:04:42 main:574] : INFO : Epoch 1588 | loss: 0.0309963 | val_loss: 0.0312997 | Time: 2295.4 ms [2022-03-09 16:04:44 main:574] : INFO : Epoch 1589 | loss: 0.0309767 | val_loss: 0.031273 | Time: 2308.63 ms [2022-03-09 16:04:46 main:574] : INFO : Epoch 1590 | loss: 0.0309765 | val_loss: 0.0312878 | Time: 2291.46 ms [2022-03-09 16:04:49 main:574] : INFO : Epoch 1591 | loss: 0.0309843 | val_loss: 0.0312595 | Time: 2310.73 ms [2022-03-09 16:04:51 main:574] : INFO : Epoch 1592 | loss: 0.0309854 | val_loss: 0.031285 | Time: 2377.9 ms [2022-03-09 16:04:54 main:574] : INFO : Epoch 1593 | loss: 0.0309795 | val_loss: 0.0313209 | Time: 2401.78 ms [2022-03-09 16:04:56 main:574] : INFO : Epoch 1594 | loss: 0.0309838 | val_loss: 0.0312887 | Time: 2641.5 ms [2022-03-09 16:04:59 main:574] : INFO : Epoch 1595 | loss: 0.0309829 | val_loss: 0.0312694 | Time: 2763.52 ms [2022-03-09 16:05:02 main:574] : INFO : Epoch 1596 | loss: 0.0309855 | val_loss: 0.0312828 | Time: 2387.14 ms [2022-03-09 16:05:04 main:574] : INFO : Epoch 1597 | loss: 0.0309857 | val_loss: 0.0312975 | Time: 2357.8 ms [2022-03-09 16:05:07 main:574] : INFO : Epoch 1598 | loss: 0.0309817 | val_loss: 0.0312783 | Time: 2478.52 ms [2022-03-09 16:05:09 main:574] : INFO : Epoch 1599 | loss: 0.0309857 | val_loss: 0.0312813 | Time: 2357.78 ms [2022-03-09 16:05:11 main:574] : INFO : Epoch 1600 | loss: 0.030984 | val_loss: 0.0312815 | Time: 2325.6 ms [2022-03-09 16:05:14 main:574] : INFO : Epoch 1601 | loss: 0.0309818 | val_loss: 0.0312928 | Time: 2586.94 ms [2022-03-09 16:05:16 main:574] : INFO : Epoch 1602 | loss: 0.0309758 | val_loss: 0.0312859 | Time: 2394.47 ms [2022-03-09 16:05:19 main:574] : INFO : Epoch 1603 | loss: 0.0309796 | val_loss: 0.0312949 | Time: 2481.96 ms [2022-03-09 16:05:21 main:574] : INFO : Epoch 1604 | loss: 0.0309819 | val_loss: 0.0312816 | Time: 2544.33 ms [2022-03-09 16:05:24 main:574] : INFO : Epoch 1605 | loss: 0.0309815 | val_loss: 0.0312719 | Time: 2588 ms [2022-03-09 16:05:27 main:574] : INFO : Epoch 1606 | loss: 0.0309797 | val_loss: 0.0312965 | Time: 2537.71 ms [2022-03-09 16:05:29 main:574] : INFO : Epoch 1607 | loss: 0.0309862 | val_loss: 0.0312975 | Time: 2479.25 ms [2022-03-09 16:05:31 main:574] : INFO : Epoch 1608 | loss: 0.0309896 | val_loss: 0.0313018 | Time: 2339.04 ms [2022-03-09 16:05:34 main:574] : INFO : Epoch 1609 | loss: 0.0309808 | val_loss: 0.031303 | Time: 2319.56 ms [2022-03-09 16:05:36 main:574] : INFO : Epoch 1610 | loss: 0.0309804 | val_loss: 0.0312838 | Time: 2562.23 ms [2022-03-09 16:05:39 main:574] : INFO : Epoch 1611 | loss: 0.0309813 | val_loss: 0.0312942 | Time: 2481.21 ms [2022-03-09 16:05:41 main:574] : INFO : Epoch 1612 | loss: 0.0309804 | val_loss: 0.0313162 | Time: 2383.05 ms [2022-03-09 16:05:44 main:574] : INFO : Epoch 1613 | loss: 0.030983 | val_loss: 0.0312874 | Time: 2466.27 ms [2022-03-09 16:05:46 main:574] : INFO : Epoch 1614 | loss: 0.0309799 | val_loss: 0.0312907 | Time: 2443.59 ms [2022-03-09 16:05:49 main:574] : INFO : Epoch 1615 | loss: 0.0309793 | val_loss: 0.0312866 | Time: 2500.76 ms [2022-03-09 16:05:51 main:574] : INFO : Epoch 1616 | loss: 0.0309816 | val_loss: 0.0312807 | Time: 2555.61 ms [2022-03-09 16:05:54 main:574] : INFO : Epoch 1617 | loss: 0.0309843 | val_loss: 0.031263 | Time: 2405.56 ms [2022-03-09 16:05:57 main:574] : INFO : Epoch 1618 | loss: 0.0309807 | val_loss: 0.0312913 | Time: 2712.6 ms [2022-03-09 16:05:59 main:574] : INFO : Epoch 1619 | loss: 0.0309869 | val_loss: 0.0313119 | Time: 2342.46 ms [2022-03-09 16:06:01 main:574] : INFO : Epoch 1620 | loss: 0.0309867 | val_loss: 0.0312939 | Time: 2363.77 ms [2022-03-09 16:06:04 main:574] : INFO : Epoch 1621 | loss: 0.0309695 | val_loss: 0.0312959 | Time: 2447.57 ms [2022-03-09 16:06:06 main:574] : INFO : Epoch 1622 | loss: 0.0309742 | val_loss: 0.0312917 | Time: 2363.02 ms [2022-03-09 16:06:09 main:574] : INFO : Epoch 1623 | loss: 0.030981 | val_loss: 0.0313179 | Time: 2369.37 ms [2022-03-09 16:06:11 main:574] : INFO : Epoch 1624 | loss: 0.0309797 | val_loss: 0.0312684 | Time: 2361.13 ms [2022-03-09 16:06:14 main:574] : INFO : Epoch 1625 | loss: 0.0309802 | val_loss: 0.0312756 | Time: 2632.7 ms [2022-03-09 16:06:16 main:574] : INFO : Epoch 1626 | loss: 0.0309802 | val_loss: 0.0312813 | Time: 2381.81 ms [2022-03-09 16:06:19 main:574] : INFO : Epoch 1627 | loss: 0.0309753 | val_loss: 0.0312811 | Time: 2491.91 ms [2022-03-09 16:06:21 main:574] : INFO : Epoch 1628 | loss: 0.0309809 | val_loss: 0.0312903 | Time: 2541.8 ms [2022-03-09 16:06:24 main:574] : INFO : Epoch 1629 | loss: 0.0309772 | val_loss: 0.0313037 | Time: 2381.87 ms [2022-03-09 16:06:26 main:574] : INFO : Epoch 1630 | loss: 0.0309809 | val_loss: 0.0312781 | Time: 2429.22 ms [2022-03-09 16:06:29 main:574] : INFO : Epoch 1631 | loss: 0.0309818 | val_loss: 0.0312884 | Time: 2479.75 ms [2022-03-09 16:06:31 main:574] : INFO : Epoch 1632 | loss: 0.0309854 | val_loss: 0.0312605 | Time: 2358.17 ms [2022-03-09 16:06:34 main:574] : INFO : Epoch 1633 | loss: 0.0309821 | val_loss: 0.0312899 | Time: 2394.19 ms [2022-03-09 16:06:36 main:574] : INFO : Epoch 1634 | loss: 0.0309825 | val_loss: 0.0312676 | Time: 2533.17 ms [2022-03-09 16:06:39 main:574] : INFO : Epoch 1635 | loss: 0.0309915 | val_loss: 0.0312575 | Time: 2423.07 ms [2022-03-09 16:06:41 main:574] : INFO : Epoch 1636 | loss: 0.0309841 | val_loss: 0.0313041 | Time: 2393.18 ms [2022-03-09 16:06:44 main:574] : INFO : Epoch 1637 | loss: 0.0309822 | val_loss: 0.031278 | Time: 2668.17 ms [2022-03-09 16:06:46 main:574] : INFO : Epoch 1638 | loss: 0.0309872 | val_loss: 0.0312972 | Time: 2546.35 ms [2022-03-09 16:06:49 main:574] : INFO : Epoch 1639 | loss: 0.0309794 | val_loss: 0.0313002 | Time: 2430.38 ms [2022-03-09 16:06:51 main:574] : INFO : Epoch 1640 | loss: 0.0309772 | val_loss: 0.031275 | Time: 2381.99 ms [2022-03-09 16:06:54 main:574] : INFO : Epoch 1641 | loss: 0.0309742 | val_loss: 0.0312909 | Time: 2452.28 ms [2022-03-09 16:06:56 main:574] : INFO : Epoch 1642 | loss: 0.030975 | val_loss: 0.0312876 | Time: 2423.42 ms [2022-03-09 16:06:59 main:574] : INFO : Epoch 1643 | loss: 0.030977 | val_loss: 0.0312937 | Time: 2803.42 ms [2022-03-09 16:07:02 main:574] : INFO : Epoch 1644 | loss: 0.0309736 | val_loss: 0.03131 | Time: 2596.87 ms [2022-03-09 16:07:04 main:574] : INFO : Epoch 1645 | loss: 0.0309869 | val_loss: 0.0312741 | Time: 2482.12 ms [2022-03-09 16:07:06 main:574] : INFO : Epoch 1646 | loss: 0.03099 | val_loss: 0.0312635 | Time: 2386.43 ms [2022-03-09 16:07:09 main:574] : INFO : Epoch 1647 | loss: 0.0309865 | val_loss: 0.0312651 | Time: 2490.56 ms [2022-03-09 16:07:11 main:574] : INFO : Epoch 1648 | loss: 0.030989 | val_loss: 0.0312979 | Time: 2393.27 ms [2022-03-09 16:07:14 main:574] : INFO : Epoch 1649 | loss: 0.0309964 | val_loss: 0.0312737 | Time: 2438.05 ms [2022-03-09 16:07:17 main:574] : INFO : Epoch 1650 | loss: 0.030988 | val_loss: 0.0313002 | Time: 2663.13 ms [2022-03-09 16:07:19 main:574] : INFO : Epoch 1651 | loss: 0.0309811 | val_loss: 0.0312694 | Time: 2473.85 ms [2022-03-09 16:07:22 main:574] : INFO : Epoch 1652 | loss: 0.0309815 | val_loss: 0.0312687 | Time: 2535.85 ms [2022-03-09 16:07:24 main:574] : INFO : Epoch 1653 | loss: 0.030988 | val_loss: 0.0312741 | Time: 2352.03 ms [2022-03-09 16:07:26 main:574] : INFO : Epoch 1654 | loss: 0.0309938 | val_loss: 0.0312779 | Time: 2385.56 ms [2022-03-09 16:07:29 main:574] : INFO : Epoch 1655 | loss: 0.0309835 | val_loss: 0.0312901 | Time: 2613.51 ms [2022-03-09 16:07:32 main:574] : INFO : Epoch 1656 | loss: 0.0309823 | val_loss: 0.0312752 | Time: 2405.03 ms [2022-03-09 16:07:34 main:574] : INFO : Epoch 1657 | loss: 0.0309837 | val_loss: 0.0312732 | Time: 2350.71 ms [2022-03-09 16:07:36 main:574] : INFO : Epoch 1658 | loss: 0.0309782 | val_loss: 0.0312834 | Time: 2388.71 ms [2022-03-09 16:07:39 main:574] : INFO : Epoch 1659 | loss: 0.0309749 | val_loss: 0.0313069 | Time: 2854.77 ms [2022-03-09 16:07:42 main:574] : INFO : Epoch 1660 | loss: 0.0309793 | val_loss: 0.0312732 | Time: 2424.4 ms [2022-03-09 16:07:44 main:574] : INFO : Epoch 1661 | loss: 0.0309929 | val_loss: 0.0312874 | Time: 2453.62 ms [2022-03-09 16:07:47 main:574] : INFO : Epoch 1662 | loss: 0.0309904 | val_loss: 0.0312577 | Time: 2390.08 ms [2022-03-09 16:07:49 main:574] : INFO : Epoch 1663 | loss: 0.0309814 | val_loss: 0.0312711 | Time: 2448.3 ms [2022-03-09 16:07:51 main:574] : INFO : Epoch 1664 | loss: 0.0309784 | val_loss: 0.0312931 | Time: 2412.4 ms [2022-03-09 16:07:54 main:574] : INFO : Epoch 1665 | loss: 0.0309786 | val_loss: 0.0312826 | Time: 2364.96 ms [2022-03-09 16:07:57 main:574] : INFO : Epoch 1666 | loss: 0.0309856 | val_loss: 0.0313032 | Time: 2767.74 ms [2022-03-09 16:07:59 main:574] : INFO : Epoch 1667 | loss: 0.0309873 | val_loss: 0.0312768 | Time: 2472.28 ms [2022-03-09 16:08:02 main:574] : INFO : Epoch 1668 | loss: 0.0309942 | val_loss: 0.0312704 | Time: 2360.95 ms [2022-03-09 16:08:04 main:574] : INFO : Epoch 1669 | loss: 0.0309854 | val_loss: 0.0312826 | Time: 2337.45 ms [2022-03-09 16:08:06 main:574] : INFO : Epoch 1670 | loss: 0.030979 | val_loss: 0.0312967 | Time: 2355.89 ms [2022-03-09 16:08:09 main:574] : INFO : Epoch 1671 | loss: 0.0309885 | val_loss: 0.0312988 | Time: 2315.59 ms [2022-03-09 16:08:11 main:574] : INFO : Epoch 1672 | loss: 0.0309848 | val_loss: 0.0312701 | Time: 2372.29 ms [2022-03-09 16:08:13 main:574] : INFO : Epoch 1673 | loss: 0.0309848 | val_loss: 0.0312766 | Time: 2330.12 ms [2022-03-09 16:08:16 main:574] : INFO : Epoch 1674 | loss: 0.0309784 | val_loss: 0.0313002 | Time: 2495.85 ms [2022-03-09 16:08:18 main:574] : INFO : Epoch 1675 | loss: 0.0309779 | val_loss: 0.0312783 | Time: 2448.34 ms [2022-03-09 16:08:21 main:574] : INFO : Epoch 1676 | loss: 0.0309782 | val_loss: 0.0312967 | Time: 2834.82 ms [2022-03-09 16:08:24 main:574] : INFO : Epoch 1677 | loss: 0.0309838 | val_loss: 0.0312678 | Time: 2494.59 ms [2022-03-09 16:08:26 main:574] : INFO : Epoch 1678 | loss: 0.0309862 | val_loss: 0.0312642 | Time: 2329.55 ms [2022-03-09 16:08:29 main:574] : INFO : Epoch 1679 | loss: 0.0309854 | val_loss: 0.031312 | Time: 2362.81 ms [2022-03-09 16:08:31 main:574] : INFO : Epoch 1680 | loss: 0.0309883 | val_loss: 0.0312951 | Time: 2452.81 ms [2022-03-09 16:08:33 main:574] : INFO : Epoch 1681 | loss: 0.0309871 | val_loss: 0.0312879 | Time: 2399.9 ms [2022-03-09 16:08:36 main:574] : INFO : Epoch 1682 | loss: 0.0309835 | val_loss: 0.0312678 | Time: 2369.96 ms [2022-03-09 16:08:38 main:574] : INFO : Epoch 1683 | loss: 0.0309852 | val_loss: 0.0312685 | Time: 2447.2 ms [2022-03-09 16:08:41 main:574] : INFO : Epoch 1684 | loss: 0.0309921 | val_loss: 0.0312929 | Time: 2353.34 ms [2022-03-09 16:08:43 main:574] : INFO : Epoch 1685 | loss: 0.030993 | val_loss: 0.0312861 | Time: 2418.22 ms [2022-03-09 16:08:46 main:574] : INFO : Epoch 1686 | loss: 0.0309803 | val_loss: 0.0312536 | Time: 2511.75 ms [2022-03-09 16:08:48 main:574] : INFO : Epoch 1687 | loss: 0.0309905 | val_loss: 0.031274 | Time: 2488.83 ms [2022-03-09 16:08:51 main:574] : INFO : Epoch 1688 | loss: 0.0309839 | val_loss: 0.0312809 | Time: 2375.71 ms [2022-03-09 16:08:53 main:574] : INFO : Epoch 1689 | loss: 0.0309785 | val_loss: 0.0313071 | Time: 2719.93 ms [2022-03-09 16:08:56 main:574] : INFO : Epoch 1690 | loss: 0.0309791 | val_loss: 0.0312985 | Time: 2484.08 ms [2022-03-09 16:08:58 main:574] : INFO : Epoch 1691 | loss: 0.0309773 | val_loss: 0.0312751 | Time: 2483.62 ms [2022-03-09 16:09:01 main:574] : INFO : Epoch 1692 | loss: 0.0309832 | val_loss: 0.0312944 | Time: 2386.71 ms [2022-03-09 16:09:03 main:574] : INFO : Epoch 1693 | loss: 0.0309848 | val_loss: 0.0313012 | Time: 2585.95 ms [2022-03-09 16:09:06 main:574] : INFO : Epoch 1694 | loss: 0.0309894 | val_loss: 0.0312732 | Time: 2355.72 ms [2022-03-09 16:09:08 main:574] : INFO : Epoch 1695 | loss: 0.0309847 | val_loss: 0.0312888 | Time: 2358.46 ms [2022-03-09 16:09:11 main:574] : INFO : Epoch 1696 | loss: 0.030985 | val_loss: 0.0312882 | Time: 2554.74 ms [2022-03-09 16:09:13 main:574] : INFO : Epoch 1697 | loss: 0.0309834 | val_loss: 0.0312957 | Time: 2377.77 ms [2022-03-09 16:09:16 main:574] : INFO : Epoch 1698 | loss: 0.0309723 | val_loss: 0.0313054 | Time: 2419.47 ms [2022-03-09 16:09:18 main:574] : INFO : Epoch 1699 | loss: 0.030977 | val_loss: 0.0312916 | Time: 2481.06 ms [2022-03-09 16:09:21 main:574] : INFO : Epoch 1700 | loss: 0.0309721 | val_loss: 0.0312827 | Time: 2436.59 ms [2022-03-09 16:09:23 main:574] : INFO : Epoch 1701 | loss: 0.0309765 | val_loss: 0.0312918 | Time: 2588.05 ms [2022-03-09 16:09:26 main:574] : INFO : Epoch 1702 | loss: 0.0309767 | val_loss: 0.0313089 | Time: 2410.31 ms [2022-03-09 16:09:28 main:574] : INFO : Epoch 1703 | loss: 0.0309729 | val_loss: 0.031302 | Time: 2457.91 ms [2022-03-09 16:09:31 main:574] : INFO : Epoch 1704 | loss: 0.0309743 | val_loss: 0.0312701 | Time: 2400.39 ms [2022-03-09 16:09:33 main:574] : INFO : Epoch 1705 | loss: 0.0309852 | val_loss: 0.0313028 | Time: 2392.31 ms [2022-03-09 16:09:36 main:574] : INFO : Epoch 1706 | loss: 0.0309846 | val_loss: 0.0313058 | Time: 2494.85 ms [2022-03-09 16:09:38 main:574] : INFO : Epoch 1707 | loss: 0.0309815 | val_loss: 0.0313102 | Time: 2401.93 ms [2022-03-09 16:09:40 main:574] : INFO : Epoch 1708 | loss: 0.0309752 | val_loss: 0.0312655 | Time: 2368.29 ms [2022-03-09 16:09:43 main:574] : INFO : Epoch 1709 | loss: 0.0309875 | val_loss: 0.03128 | Time: 2399.66 ms [2022-03-09 16:09:46 main:574] : INFO : Epoch 1710 | loss: 0.0309894 | val_loss: 0.0312653 | Time: 2673.95 ms [2022-03-09 16:09:48 main:574] : INFO : Epoch 1711 | loss: 0.0309859 | val_loss: 0.0312892 | Time: 2439.09 ms [2022-03-09 16:09:51 main:574] : INFO : Epoch 1712 | loss: 0.0309759 | val_loss: 0.0313082 | Time: 2580.49 ms [2022-03-09 16:09:53 main:574] : INFO : Epoch 1713 | loss: 0.0309806 | val_loss: 0.0312838 | Time: 2497.59 ms [2022-03-09 16:09:56 main:574] : INFO : Epoch 1714 | loss: 0.03098 | val_loss: 0.0312956 | Time: 2308.84 ms [2022-03-09 16:09:58 main:574] : INFO : Epoch 1715 | loss: 0.0310199 | val_loss: 0.0312481 | Time: 2293.22 ms [2022-03-09 16:10:00 main:574] : INFO : Epoch 1716 | loss: 0.0310263 | val_loss: 0.0312737 | Time: 2340.48 ms [2022-03-09 16:10:03 main:574] : INFO : Epoch 1717 | loss: 0.0309967 | val_loss: 0.0312901 | Time: 2448.69 ms [2022-03-09 16:10:05 main:574] : INFO : Epoch 1718 | loss: 0.03098 | val_loss: 0.031289 | Time: 2529.05 ms [2022-03-09 16:10:08 main:574] : INFO : Epoch 1719 | loss: 0.0309728 | val_loss: 0.0312804 | Time: 2361.01 ms [2022-03-09 16:10:10 main:574] : INFO : Epoch 1720 | loss: 0.0309782 | val_loss: 0.0312931 | Time: 2476.46 ms [2022-03-09 16:10:13 main:574] : INFO : Epoch 1721 | loss: 0.030983 | val_loss: 0.0312676 | Time: 2606.4 ms [2022-03-09 16:10:16 main:574] : INFO : Epoch 1722 | loss: 0.0309799 | val_loss: 0.0312943 | Time: 2830.44 ms [2022-03-09 16:10:18 main:574] : INFO : Epoch 1723 | loss: 0.0309814 | val_loss: 0.0313024 | Time: 2557.9 ms [2022-03-09 16:10:21 main:574] : INFO : Epoch 1724 | loss: 0.0309811 | val_loss: 0.0313053 | Time: 2332.85 ms [2022-03-09 16:10:23 main:574] : INFO : Epoch 1725 | loss: 0.0309823 | val_loss: 0.0312862 | Time: 2394.38 ms [2022-03-09 16:10:26 main:574] : INFO : Epoch 1726 | loss: 0.0309867 | val_loss: 0.0312962 | Time: 2460.27 ms [2022-03-09 16:10:28 main:574] : INFO : Epoch 1727 | loss: 0.0309802 | val_loss: 0.0312833 | Time: 2378.99 ms [2022-03-09 16:10:30 main:574] : INFO : Epoch 1728 | loss: 0.0309811 | val_loss: 0.0312951 | Time: 2326.49 ms [2022-03-09 16:10:33 main:574] : INFO : Epoch 1729 | loss: 0.0309863 | val_loss: 0.0313049 | Time: 2525.96 ms [2022-03-09 16:10:36 main:574] : INFO : Epoch 1730 | loss: 0.0309818 | val_loss: 0.0313125 | Time: 2698.76 ms [2022-03-09 16:10:38 main:574] : INFO : Epoch 1731 | loss: 0.0309939 | val_loss: 0.0312916 | Time: 2489.22 ms [2022-03-09 16:10:41 main:574] : INFO : Epoch 1732 | loss: 0.0309879 | val_loss: 0.0312809 | Time: 2358.97 ms [2022-03-09 16:10:43 main:574] : INFO : Epoch 1733 | loss: 0.0309735 | val_loss: 0.0313089 | Time: 2353.68 ms [2022-03-09 16:10:45 main:574] : INFO : Epoch 1734 | loss: 0.0309734 | val_loss: 0.0312814 | Time: 2465.36 ms [2022-03-09 16:10:48 main:574] : INFO : Epoch 1735 | loss: 0.0309851 | val_loss: 0.0312776 | Time: 2322.33 ms [2022-03-09 16:10:50 main:574] : INFO : Epoch 1736 | loss: 0.0309872 | val_loss: 0.0312918 | Time: 2312.72 ms [2022-03-09 16:10:53 main:574] : INFO : Epoch 1737 | loss: 0.0309802 | val_loss: 0.0312668 | Time: 2438.15 ms [2022-03-09 16:10:55 main:574] : INFO : Epoch 1738 | loss: 0.0309819 | val_loss: 0.0312847 | Time: 2380.56 ms [2022-03-09 16:10:58 main:574] : INFO : Epoch 1739 | loss: 0.030978 | val_loss: 0.0312981 | Time: 2469.71 ms [2022-03-09 16:11:00 main:574] : INFO : Epoch 1740 | loss: 0.0309783 | val_loss: 0.0312815 | Time: 2361.62 ms [2022-03-09 16:11:03 main:574] : INFO : Epoch 1741 | loss: 0.0309807 | val_loss: 0.0312973 | Time: 2575.06 ms [2022-03-09 16:11:05 main:574] : INFO : Epoch 1742 | loss: 0.0309797 | val_loss: 0.0313296 | Time: 2466.42 ms [2022-03-09 16:11:08 main:574] : INFO : Epoch 1743 | loss: 0.0309764 | val_loss: 0.03128 | Time: 2683.99 ms [2022-03-09 16:11:10 main:574] : INFO : Epoch 1744 | loss: 0.0309859 | val_loss: 0.0312713 | Time: 2325.82 ms [2022-03-09 16:11:13 main:574] : INFO : Epoch 1745 | loss: 0.0309798 | val_loss: 0.0313008 | Time: 2356.78 ms [2022-03-09 16:11:15 main:574] : INFO : Epoch 1746 | loss: 0.0309817 | val_loss: 0.0312858 | Time: 2400.18 ms [2022-03-09 16:11:18 main:574] : INFO : Epoch 1747 | loss: 0.0309856 | val_loss: 0.031265 | Time: 2563.79 ms [2022-03-09 16:11:20 main:574] : INFO : Epoch 1748 | loss: 0.0309723 | val_loss: 0.0312989 | Time: 2453.81 ms [2022-03-09 16:11:22 main:574] : INFO : Epoch 1749 | loss: 0.0309786 | val_loss: 0.0313025 | Time: 2403.24 ms [2022-03-09 16:11:25 main:574] : INFO : Epoch 1750 | loss: 0.0309862 | val_loss: 0.0312901 | Time: 2390.1 ms [2022-03-09 16:11:27 main:574] : INFO : Epoch 1751 | loss: 0.0309875 | val_loss: 0.0313079 | Time: 2415.4 ms [2022-03-09 16:11:30 main:574] : INFO : Epoch 1752 | loss: 0.0309825 | val_loss: 0.031298 | Time: 2386.44 ms [2022-03-09 16:11:32 main:574] : INFO : Epoch 1753 | loss: 0.030983 | val_loss: 0.0312962 | Time: 2493.48 ms [2022-03-09 16:11:35 main:574] : INFO : Epoch 1754 | loss: 0.0309866 | val_loss: 0.0312731 | Time: 2329.07 ms [2022-03-09 16:11:37 main:574] : INFO : Epoch 1755 | loss: 0.0309838 | val_loss: 0.0312859 | Time: 2527.52 ms [2022-03-09 16:11:40 main:574] : INFO : Epoch 1756 | loss: 0.0309806 | val_loss: 0.0312903 | Time: 2383.67 ms [2022-03-09 16:11:42 main:574] : INFO : Epoch 1757 | loss: 0.0309804 | val_loss: 0.0312888 | Time: 2548.79 ms [2022-03-09 16:11:45 main:574] : INFO : Epoch 1758 | loss: 0.0309724 | val_loss: 0.0313121 | Time: 2312.81 ms [2022-03-09 16:11:47 main:574] : INFO : Epoch 1759 | loss: 0.0309778 | val_loss: 0.0312744 | Time: 2318.68 ms [2022-03-09 16:11:49 main:574] : INFO : Epoch 1760 | loss: 0.0309809 | val_loss: 0.0312805 | Time: 2407.12 ms [2022-03-09 16:11:52 main:574] : INFO : Epoch 1761 | loss: 0.0309865 | val_loss: 0.0312914 | Time: 2402.49 ms [2022-03-09 16:11:54 main:574] : INFO : Epoch 1762 | loss: 0.0309844 | val_loss: 0.0312969 | Time: 2368.19 ms [2022-03-09 16:11:57 main:574] : INFO : Epoch 1763 | loss: 0.030984 | val_loss: 0.0312738 | Time: 2365.1 ms [2022-03-09 16:11:59 main:574] : INFO : Epoch 1764 | loss: 0.030984 | val_loss: 0.0312999 | Time: 2603.69 ms [2022-03-09 16:12:02 main:574] : INFO : Epoch 1765 | loss: 0.0309856 | val_loss: 0.031283 | Time: 2360.27 ms [2022-03-09 16:12:04 main:574] : INFO : Epoch 1766 | loss: 0.0309799 | val_loss: 0.0313019 | Time: 2479.81 ms [2022-03-09 16:12:07 main:574] : INFO : Epoch 1767 | loss: 0.0309768 | val_loss: 0.0312907 | Time: 2519.47 ms [2022-03-09 16:12:09 main:574] : INFO : Epoch 1768 | loss: 0.0309804 | val_loss: 0.0312859 | Time: 2473.83 ms [2022-03-09 16:12:12 main:574] : INFO : Epoch 1769 | loss: 0.0309784 | val_loss: 0.0312859 | Time: 2365.38 ms [2022-03-09 16:12:14 main:574] : INFO : Epoch 1770 | loss: 0.0309804 | val_loss: 0.0312593 | Time: 2456.8 ms [2022-03-09 16:12:17 main:574] : INFO : Epoch 1771 | loss: 0.0309877 | val_loss: 0.0312919 | Time: 2445.36 ms [2022-03-09 16:12:19 main:574] : INFO : Epoch 1772 | loss: 0.0309787 | val_loss: 0.0313102 | Time: 2301.73 ms [2022-03-09 16:12:22 main:574] : INFO : Epoch 1773 | loss: 0.0309743 | val_loss: 0.031279 | Time: 2748.03 ms [2022-03-09 16:12:24 main:574] : INFO : Epoch 1774 | loss: 0.0309805 | val_loss: 0.0312824 | Time: 2482 ms [2022-03-09 16:12:27 main:574] : INFO : Epoch 1775 | loss: 0.0309792 | val_loss: 0.0312955 | Time: 2365.89 ms [2022-03-09 16:12:29 main:574] : INFO : Epoch 1776 | loss: 0.030975 | val_loss: 0.0312763 | Time: 2524.5 ms [2022-03-09 16:12:32 main:574] : INFO : Epoch 1777 | loss: 0.0309768 | val_loss: 0.0312877 | Time: 2409 ms [2022-03-09 16:12:34 main:574] : INFO : Epoch 1778 | loss: 0.0309813 | val_loss: 0.0313011 | Time: 2613.01 ms [2022-03-09 16:12:37 main:574] : INFO : Epoch 1779 | loss: 0.0309795 | val_loss: 0.0313048 | Time: 2715.88 ms [2022-03-09 16:12:40 main:574] : INFO : Epoch 1780 | loss: 0.030977 | val_loss: 0.0313041 | Time: 2338.66 ms [2022-03-09 16:12:42 main:574] : INFO : Epoch 1781 | loss: 0.0309817 | val_loss: 0.0312799 | Time: 2409.46 ms [2022-03-09 16:12:44 main:574] : INFO : Epoch 1782 | loss: 0.0309911 | val_loss: 0.0312906 | Time: 2305.47 ms [2022-03-09 16:12:47 main:574] : INFO : Epoch 1783 | loss: 0.0309793 | val_loss: 0.0312929 | Time: 2530.7 ms [2022-03-09 16:12:49 main:574] : INFO : Epoch 1784 | loss: 0.0309771 | val_loss: 0.031285 | Time: 2502.33 ms [2022-03-09 16:12:52 main:574] : INFO : Epoch 1785 | loss: 0.0309817 | val_loss: 0.0312714 | Time: 2477.22 ms [2022-03-09 16:12:54 main:574] : INFO : Epoch 1786 | loss: 0.0309781 | val_loss: 0.0312775 | Time: 2451.18 ms [2022-03-09 16:12:57 main:574] : INFO : Epoch 1787 | loss: 0.0309773 | val_loss: 0.0312815 | Time: 2395.73 ms [2022-03-09 16:12:59 main:574] : INFO : Epoch 1788 | loss: 0.0309931 | val_loss: 0.0312933 | Time: 2547.57 ms [2022-03-09 16:13:02 main:574] : INFO : Epoch 1789 | loss: 0.0309873 | val_loss: 0.0312784 | Time: 2530.32 ms [2022-03-09 16:13:05 main:574] : INFO : Epoch 1790 | loss: 0.0309956 | val_loss: 0.0312807 | Time: 2539.62 ms [2022-03-09 16:13:07 main:574] : INFO : Epoch 1791 | loss: 0.0309841 | val_loss: 0.0313081 | Time: 2340.35 ms [2022-03-09 16:13:10 main:574] : INFO : Epoch 1792 | loss: 0.030986 | val_loss: 0.0312639 | Time: 2551.2 ms [2022-03-09 16:13:12 main:574] : INFO : Epoch 1793 | loss: 0.0309779 | val_loss: 0.031281 | Time: 2359.65 ms [2022-03-09 16:13:14 main:574] : INFO : Epoch 1794 | loss: 0.0309807 | val_loss: 0.031315 | Time: 2526.53 ms [2022-03-09 16:13:17 main:574] : INFO : Epoch 1795 | loss: 0.030978 | val_loss: 0.0312956 | Time: 2421.59 ms [2022-03-09 16:13:19 main:574] : INFO : Epoch 1796 | loss: 0.030977 | val_loss: 0.0312931 | Time: 2384.45 ms [2022-03-09 16:13:22 main:574] : INFO : Epoch 1797 | loss: 0.0309778 | val_loss: 0.0313141 | Time: 2345.84 ms [2022-03-09 16:13:24 main:574] : INFO : Epoch 1798 | loss: 0.0309848 | val_loss: 0.0312851 | Time: 2562.31 ms [2022-03-09 16:13:27 main:574] : INFO : Epoch 1799 | loss: 0.0309786 | val_loss: 0.0313168 | Time: 2373.11 ms [2022-03-09 16:13:29 main:574] : INFO : Epoch 1800 | loss: 0.030975 | val_loss: 0.0312877 | Time: 2325.91 ms [2022-03-09 16:13:32 main:574] : INFO : Epoch 1801 | loss: 0.0309841 | val_loss: 0.0313167 | Time: 2477.27 ms [2022-03-09 16:13:34 main:574] : INFO : Epoch 1802 | loss: 0.0309799 | val_loss: 0.0312925 | Time: 2426.86 ms [2022-03-09 16:13:36 main:574] : INFO : Epoch 1803 | loss: 0.0309822 | val_loss: 0.0312946 | Time: 2389.95 ms [2022-03-09 16:13:39 main:574] : INFO : Epoch 1804 | loss: 0.0309817 | val_loss: 0.0313106 | Time: 2458.9 ms [2022-03-09 16:13:41 main:574] : INFO : Epoch 1805 | loss: 0.0309772 | val_loss: 0.0312999 | Time: 2360.67 ms [2022-03-09 16:13:44 main:574] : INFO : Epoch 1806 | loss: 0.0309684 | val_loss: 0.0313172 | Time: 2321.34 ms [2022-03-09 16:13:46 main:574] : INFO : Epoch 1807 | loss: 0.0309785 | val_loss: 0.0313141 | Time: 2323.01 ms [2022-03-09 16:13:48 main:574] : INFO : Epoch 1808 | loss: 0.0309762 | val_loss: 0.0312826 | Time: 2364.3 ms [2022-03-09 16:13:51 main:574] : INFO : Epoch 1809 | loss: 0.0309744 | val_loss: 0.0312934 | Time: 2426.16 ms [2022-03-09 16:13:53 main:574] : INFO : Epoch 1810 | loss: 0.0309786 | val_loss: 0.0312941 | Time: 2468.65 ms [2022-03-09 16:13:56 main:574] : INFO : Epoch 1811 | loss: 0.0309834 | val_loss: 0.0312997 | Time: 2423.27 ms [2022-03-09 16:13:59 main:574] : INFO : Epoch 1812 | loss: 0.030979 | val_loss: 0.0313075 | Time: 2646.78 ms [2022-03-09 16:14:01 main:574] : INFO : Epoch 1813 | loss: 0.0309849 | val_loss: 0.0313 | Time: 2484.88 ms [2022-03-09 16:14:04 main:574] : INFO : Epoch 1814 | loss: 0.0309812 | val_loss: 0.0312652 | Time: 2461.14 ms [2022-03-09 16:14:06 main:574] : INFO : Epoch 1815 | loss: 0.0309808 | val_loss: 0.0312792 | Time: 2500.94 ms [2022-03-09 16:14:09 main:574] : INFO : Epoch 1816 | loss: 0.0309823 | val_loss: 0.0312738 | Time: 2359.06 ms [2022-03-09 16:14:11 main:574] : INFO : Epoch 1817 | loss: 0.0309862 | val_loss: 0.031312 | Time: 2397.8 ms [2022-03-09 16:14:14 main:574] : INFO : Epoch 1818 | loss: 0.0309813 | val_loss: 0.0313143 | Time: 2514.39 ms [2022-03-09 16:14:16 main:574] : INFO : Epoch 1819 | loss: 0.0309791 | val_loss: 0.0313032 | Time: 2438.86 ms [2022-03-09 16:14:19 main:574] : INFO : Epoch 1820 | loss: 0.0309815 | val_loss: 0.0312955 | Time: 2485.59 ms [2022-03-09 16:14:22 main:574] : INFO : Epoch 1821 | loss: 0.0309798 | val_loss: 0.0312631 | Time: 2770.97 ms [2022-03-09 16:14:25 main:574] : INFO : Epoch 1822 | loss: 0.0309826 | val_loss: 0.0312774 | Time: 3021.15 ms [2022-03-09 16:14:27 main:574] : INFO : Epoch 1823 | loss: 0.0309808 | val_loss: 0.0312956 | Time: 2520.44 ms [2022-03-09 16:14:30 main:574] : INFO : Epoch 1824 | loss: 0.0309819 | val_loss: 0.0312735 | Time: 2491.1 ms [2022-03-09 16:14:32 main:574] : INFO : Epoch 1825 | loss: 0.0309776 | val_loss: 0.0313296 | Time: 2471.17 ms [2022-03-09 16:14:35 main:574] : INFO : Epoch 1826 | loss: 0.0309809 | val_loss: 0.0312857 | Time: 2535.69 ms [2022-03-09 16:14:37 main:574] : INFO : Epoch 1827 | loss: 0.0309777 | val_loss: 0.031279 | Time: 2444.37 ms [2022-03-09 16:14:40 main:574] : INFO : Epoch 1828 | loss: 0.0309873 | val_loss: 0.0312912 | Time: 2515.78 ms [2022-03-09 16:14:43 main:574] : INFO : Epoch 1829 | loss: 0.0309797 | val_loss: 0.0312739 | Time: 2663.2 ms [2022-03-09 16:14:46 main:574] : INFO : Epoch 1830 | loss: 0.0309792 | val_loss: 0.0313013 | Time: 2978.98 ms [2022-03-09 16:14:49 main:574] : INFO : Epoch 1831 | loss: 0.0309812 | val_loss: 0.0312834 | Time: 2872.61 ms [2022-03-09 16:14:51 main:574] : INFO : Epoch 1832 | loss: 0.0309872 | val_loss: 0.0313094 | Time: 2672.95 ms [2022-03-09 16:14:54 main:574] : INFO : Epoch 1833 | loss: 0.0309853 | val_loss: 0.031282 | Time: 2394.33 ms [2022-03-09 16:14:56 main:574] : INFO : Epoch 1834 | loss: 0.0309825 | val_loss: 0.0312721 | Time: 2433.81 ms [2022-03-09 16:14:59 main:574] : INFO : Epoch 1835 | loss: 0.030977 | val_loss: 0.0313176 | Time: 2414.64 ms [2022-03-09 16:15:01 main:574] : INFO : Epoch 1836 | loss: 0.0309718 | val_loss: 0.0313035 | Time: 2497.31 ms [2022-03-09 16:15:04 main:574] : INFO : Epoch 1837 | loss: 0.0309715 | val_loss: 0.0313077 | Time: 2479.19 ms [2022-03-09 16:15:06 main:574] : INFO : Epoch 1838 | loss: 0.0309816 | val_loss: 0.0312694 | Time: 2533.23 ms [2022-03-09 16:15:09 main:574] : INFO : Epoch 1839 | loss: 0.0309843 | val_loss: 0.0312859 | Time: 2923.6 ms [2022-03-09 16:15:12 main:574] : INFO : Epoch 1840 | loss: 0.0309867 | val_loss: 0.0312954 | Time: 2747.04 ms [2022-03-09 16:15:15 main:574] : INFO : Epoch 1841 | loss: 0.0309826 | val_loss: 0.0312932 | Time: 2483.88 ms [2022-03-09 16:15:17 main:574] : INFO : Epoch 1842 | loss: 0.0309791 | val_loss: 0.0312932 | Time: 2509.31 ms [2022-03-09 16:15:20 main:574] : INFO : Epoch 1843 | loss: 0.0309795 | val_loss: 0.0312925 | Time: 2515.25 ms [2022-03-09 16:15:23 main:574] : INFO : Epoch 1844 | loss: 0.0309736 | val_loss: 0.0312782 | Time: 2685.34 ms [2022-03-09 16:15:25 main:574] : INFO : Epoch 1845 | loss: 0.0309701 | val_loss: 0.0312814 | Time: 2467.5 ms [2022-03-09 16:15:28 main:574] : INFO : Epoch 1846 | loss: 0.0309781 | val_loss: 0.0312716 | Time: 2507.09 ms [2022-03-09 16:15:30 main:574] : INFO : Epoch 1847 | loss: 0.0309862 | val_loss: 0.0312961 | Time: 2311.32 ms [2022-03-09 16:15:33 main:574] : INFO : Epoch 1848 | loss: 0.0309816 | val_loss: 0.0312903 | Time: 2610.81 ms [2022-03-09 16:15:35 main:574] : INFO : Epoch 1849 | loss: 0.0309831 | val_loss: 0.0312763 | Time: 2320.86 ms [2022-03-09 16:15:37 main:574] : INFO : Epoch 1850 | loss: 0.0309812 | val_loss: 0.0313026 | Time: 2314.89 ms [2022-03-09 16:15:40 main:574] : INFO : Epoch 1851 | loss: 0.0309816 | val_loss: 0.0313197 | Time: 2288.95 ms [2022-03-09 16:15:42 main:574] : INFO : Epoch 1852 | loss: 0.0309936 | val_loss: 0.0312718 | Time: 2393.89 ms [2022-03-09 16:15:45 main:574] : INFO : Epoch 1853 | loss: 0.030982 | val_loss: 0.0312773 | Time: 2292.08 ms [2022-03-09 16:15:47 main:574] : INFO : Epoch 1854 | loss: 0.0309868 | val_loss: 0.0312792 | Time: 2290.9 ms [2022-03-09 16:15:49 main:574] : INFO : Epoch 1855 | loss: 0.0309865 | val_loss: 0.031279 | Time: 2365.03 ms [2022-03-09 16:15:52 main:574] : INFO : Epoch 1856 | loss: 0.0309844 | val_loss: 0.0313432 | Time: 2396.53 ms [2022-03-09 16:15:55 main:574] : INFO : Epoch 1857 | loss: 0.0309758 | val_loss: 0.0313047 | Time: 2711.28 ms [2022-03-09 16:15:57 main:574] : INFO : Epoch 1858 | loss: 0.0309812 | val_loss: 0.0312818 | Time: 2545.56 ms [2022-03-09 16:16:00 main:574] : INFO : Epoch 1859 | loss: 0.0309803 | val_loss: 0.0313032 | Time: 2382.75 ms [2022-03-09 16:16:02 main:574] : INFO : Epoch 1860 | loss: 0.0309777 | val_loss: 0.031303 | Time: 2309.91 ms [2022-03-09 16:16:04 main:574] : INFO : Epoch 1861 | loss: 0.030972 | val_loss: 0.0312968 | Time: 2354.82 ms [2022-03-09 16:16:07 main:574] : INFO : Epoch 1862 | loss: 0.0309836 | val_loss: 0.0313051 | Time: 2292.69 ms [2022-03-09 16:16:09 main:574] : INFO : Epoch 1863 | loss: 0.0309931 | val_loss: 0.0312784 | Time: 2343.59 ms [2022-03-09 16:16:11 main:574] : INFO : Epoch 1864 | loss: 0.0309845 | val_loss: 0.0312989 | Time: 2297.61 ms [2022-03-09 16:16:14 main:574] : INFO : Epoch 1865 | loss: 0.0309914 | val_loss: 0.0312831 | Time: 2237.36 ms [2022-03-09 16:16:16 main:574] : INFO : Epoch 1866 | loss: 0.0309799 | val_loss: 0.0312868 | Time: 2220.02 ms [2022-03-09 16:16:18 main:574] : INFO : Epoch 1867 | loss: 0.0309837 | val_loss: 0.0312796 | Time: 2266.59 ms [2022-03-09 16:16:20 main:574] : INFO : Epoch 1868 | loss: 0.0309865 | val_loss: 0.0312912 | Time: 2289.77 ms [2022-03-09 16:16:23 main:574] : INFO : Epoch 1869 | loss: 0.0309767 | val_loss: 0.0312884 | Time: 2302.83 ms [2022-03-09 16:16:25 main:574] : INFO : Epoch 1870 | loss: 0.0309809 | val_loss: 0.0312647 | Time: 2323.43 ms [2022-03-09 16:16:28 main:574] : INFO : Epoch 1871 | loss: 0.0309818 | val_loss: 0.0313021 | Time: 2374.63 ms [2022-03-09 16:16:30 main:574] : INFO : Epoch 1872 | loss: 0.0309792 | val_loss: 0.0312665 | Time: 2287.25 ms [2022-03-09 16:16:32 main:574] : INFO : Epoch 1873 | loss: 0.0309762 | val_loss: 0.031283 | Time: 2296.8 ms [2022-03-09 16:16:35 main:574] : INFO : Epoch 1874 | loss: 0.0309832 | val_loss: 0.0312979 | Time: 2333.95 ms [2022-03-09 16:16:37 main:574] : INFO : Epoch 1875 | loss: 0.0309834 | val_loss: 0.0313043 | Time: 2287.02 ms [2022-03-09 16:16:39 main:574] : INFO : Epoch 1876 | loss: 0.0309843 | val_loss: 0.0312894 | Time: 2335.13 ms [2022-03-09 16:16:42 main:574] : INFO : Epoch 1877 | loss: 0.030983 | val_loss: 0.0312806 | Time: 2399.55 ms [2022-03-09 16:16:44 main:574] : INFO : Epoch 1878 | loss: 0.0309773 | val_loss: 0.031286 | Time: 2339.65 ms [2022-03-09 16:16:46 main:574] : INFO : Epoch 1879 | loss: 0.030973 | val_loss: 0.0312771 | Time: 2322.09 ms [2022-03-09 16:16:49 main:574] : INFO : Epoch 1880 | loss: 0.0309842 | val_loss: 0.0313042 | Time: 2275.7 ms [2022-03-09 16:16:51 main:574] : INFO : Epoch 1881 | loss: 0.0309786 | val_loss: 0.0312971 | Time: 2314.54 ms [2022-03-09 16:16:53 main:574] : INFO : Epoch 1882 | loss: 0.0309817 | val_loss: 0.0312961 | Time: 2316.9 ms [2022-03-09 16:16:56 main:574] : INFO : Epoch 1883 | loss: 0.0310005 | val_loss: 0.0312954 | Time: 2533.84 ms [2022-03-09 16:16:58 main:574] : INFO : Epoch 1884 | loss: 0.0309879 | val_loss: 0.0312945 | Time: 2384.21 ms [2022-03-09 16:17:01 main:574] : INFO : Epoch 1885 | loss: 0.0309753 | val_loss: 0.0312755 | Time: 2291.91 ms [2022-03-09 16:17:03 main:574] : INFO : Epoch 1886 | loss: 0.0309726 | val_loss: 0.0313113 | Time: 2266.91 ms [2022-03-09 16:17:05 main:574] : INFO : Epoch 1887 | loss: 0.0309756 | val_loss: 0.0312814 | Time: 2289.15 ms [2022-03-09 16:17:08 main:574] : INFO : Epoch 1888 | loss: 0.0309742 | val_loss: 0.0312992 | Time: 2322.32 ms [2022-03-09 16:17:10 main:574] : INFO : Epoch 1889 | loss: 0.0309721 | val_loss: 0.0313137 | Time: 2261.02 ms [2022-03-09 16:17:12 main:574] : INFO : Epoch 1890 | loss: 0.030981 | val_loss: 0.0312956 | Time: 2268.32 ms [2022-03-09 16:17:15 main:574] : INFO : Epoch 1891 | loss: 0.0309795 | val_loss: 0.0312708 | Time: 2449.08 ms [2022-03-09 16:17:17 main:574] : INFO : Epoch 1892 | loss: 0.0309753 | val_loss: 0.031309 | Time: 2410.91 ms [2022-03-09 16:17:20 main:574] : INFO : Epoch 1893 | loss: 0.0309814 | val_loss: 0.0312916 | Time: 2505.78 ms [2022-03-09 16:17:22 main:574] : INFO : Epoch 1894 | loss: 0.0309828 | val_loss: 0.0312867 | Time: 2352.85 ms [2022-03-09 16:17:25 main:574] : INFO : Epoch 1895 | loss: 0.0309797 | val_loss: 0.0312724 | Time: 2264.2 ms [2022-03-09 16:17:27 main:574] : INFO : Epoch 1896 | loss: 0.0309764 | val_loss: 0.0313066 | Time: 2245.69 ms [2022-03-09 16:17:29 main:574] : INFO : Epoch 1897 | loss: 0.0309776 | val_loss: 0.0312829 | Time: 2271.17 ms [2022-03-09 16:17:32 main:574] : INFO : Epoch 1898 | loss: 0.0309817 | val_loss: 0.0312928 | Time: 2275.98 ms [2022-03-09 16:17:34 main:574] : INFO : Epoch 1899 | loss: 0.0309809 | val_loss: 0.031292 | Time: 2281.84 ms [2022-03-09 16:17:36 main:574] : INFO : Epoch 1900 | loss: 0.0309723 | val_loss: 0.0313306 | Time: 2332.37 ms [2022-03-09 16:17:39 main:574] : INFO : Epoch 1901 | loss: 0.0309819 | val_loss: 0.0312723 | Time: 2297.29 ms [2022-03-09 16:17:41 main:574] : INFO : Epoch 1902 | loss: 0.0309926 | val_loss: 0.0312679 | Time: 2314.06 ms [2022-03-09 16:17:44 main:574] : INFO : Epoch 1903 | loss: 0.0309838 | val_loss: 0.0313144 | Time: 2678.27 ms [2022-03-09 16:17:46 main:574] : INFO : Epoch 1904 | loss: 0.0309751 | val_loss: 0.0312946 | Time: 2341.76 ms [2022-03-09 16:17:48 main:574] : INFO : Epoch 1905 | loss: 0.0309775 | val_loss: 0.0312964 | Time: 2258.6 ms [2022-03-09 16:17:51 main:574] : INFO : Epoch 1906 | loss: 0.0309824 | val_loss: 0.0312916 | Time: 2250.97 ms [2022-03-09 16:17:53 main:574] : INFO : Epoch 1907 | loss: 0.0309791 | val_loss: 0.0312956 | Time: 2310.63 ms [2022-03-09 16:17:55 main:574] : INFO : Epoch 1908 | loss: 0.0309717 | val_loss: 0.0313105 | Time: 2308.23 ms [2022-03-09 16:17:58 main:574] : INFO : Epoch 1909 | loss: 0.0309713 | val_loss: 0.0312751 | Time: 2388.15 ms [2022-03-09 16:18:00 main:574] : INFO : Epoch 1910 | loss: 0.030984 | val_loss: 0.0312768 | Time: 2322.39 ms [2022-03-09 16:18:02 main:574] : INFO : Epoch 1911 | loss: 0.0309822 | val_loss: 0.0312711 | Time: 2293.28 ms [2022-03-09 16:18:05 main:574] : INFO : Epoch 1912 | loss: 0.0309793 | val_loss: 0.031298 | Time: 2291.66 ms [2022-03-09 16:18:07 main:574] : INFO : Epoch 1913 | loss: 0.0309749 | val_loss: 0.0312927 | Time: 2420.97 ms [2022-03-09 16:18:10 main:574] : INFO : Epoch 1914 | loss: 0.0309754 | val_loss: 0.0312769 | Time: 2312.55 ms [2022-03-09 16:18:12 main:574] : INFO : Epoch 1915 | loss: 0.030984 | val_loss: 0.0312691 | Time: 2612.8 ms [2022-03-09 16:18:15 main:574] : INFO : Epoch 1916 | loss: 0.0309894 | val_loss: 0.0312687 | Time: 2295.86 ms [2022-03-09 16:18:17 main:574] : INFO : Epoch 1917 | loss: 0.0309807 | val_loss: 0.0313072 | Time: 2281.66 ms [2022-03-09 16:18:19 main:574] : INFO : Epoch 1918 | loss: 0.0309778 | val_loss: 0.0312934 | Time: 2373.73 ms [2022-03-09 16:18:22 main:574] : INFO : Epoch 1919 | loss: 0.0309854 | val_loss: 0.0312813 | Time: 2260.42 ms [2022-03-09 16:18:24 main:574] : INFO : Epoch 1920 | loss: 0.0309825 | val_loss: 0.0312717 | Time: 2287.63 ms [2022-03-09 16:18:27 main:574] : INFO : Epoch 1921 | loss: 0.0309852 | val_loss: 0.0312721 | Time: 2411.17 ms [2022-03-09 16:18:29 main:574] : INFO : Epoch 1922 | loss: 0.0309844 | val_loss: 0.0312795 | Time: 2336.35 ms [2022-03-09 16:18:31 main:574] : INFO : Epoch 1923 | loss: 0.0309848 | val_loss: 0.0313173 | Time: 2392.05 ms [2022-03-09 16:18:34 main:574] : INFO : Epoch 1924 | loss: 0.0309896 | val_loss: 0.0313008 | Time: 2381.7 ms [2022-03-09 16:18:36 main:574] : INFO : Epoch 1925 | loss: 0.0309801 | val_loss: 0.0312794 | Time: 2586.52 ms [2022-03-09 16:18:39 main:574] : INFO : Epoch 1926 | loss: 0.0309804 | val_loss: 0.0312964 | Time: 2315.14 ms [2022-03-09 16:18:41 main:574] : INFO : Epoch 1927 | loss: 0.0309756 | val_loss: 0.0313218 | Time: 2258.81 ms [2022-03-09 16:18:44 main:574] : INFO : Epoch 1928 | loss: 0.0309689 | val_loss: 0.0312987 | Time: 2296.96 ms [2022-03-09 16:18:46 main:574] : INFO : Epoch 1929 | loss: 0.0309784 | val_loss: 0.0312922 | Time: 2291.75 ms [2022-03-09 16:18:48 main:574] : INFO : Epoch 1930 | loss: 0.0309797 | val_loss: 0.0313036 | Time: 2441.49 ms [2022-03-09 16:18:51 main:574] : INFO : Epoch 1931 | loss: 0.0309741 | val_loss: 0.0313256 | Time: 2279.93 ms [2022-03-09 16:18:53 main:574] : INFO : Epoch 1932 | loss: 0.030977 | val_loss: 0.0312992 | Time: 2412.89 ms [2022-03-09 16:18:56 main:574] : INFO : Epoch 1933 | loss: 0.0309851 | val_loss: 0.0312951 | Time: 2379.78 ms [2022-03-09 16:18:58 main:574] : INFO : Epoch 1934 | loss: 0.0309757 | val_loss: 0.0312978 | Time: 2615.99 ms [2022-03-09 16:19:01 main:574] : INFO : Epoch 1935 | loss: 0.0309786 | val_loss: 0.0312813 | Time: 2336.18 ms [2022-03-09 16:19:03 main:574] : INFO : Epoch 1936 | loss: 0.030975 | val_loss: 0.0312918 | Time: 2318.13 ms [2022-03-09 16:19:05 main:574] : INFO : Epoch 1937 | loss: 0.0309818 | val_loss: 0.0312916 | Time: 2294.48 ms [2022-03-09 16:19:08 main:574] : INFO : Epoch 1938 | loss: 0.0309785 | val_loss: 0.0313116 | Time: 2312.81 ms [2022-03-09 16:19:10 main:574] : INFO : Epoch 1939 | loss: 0.0309809 | val_loss: 0.031273 | Time: 2348.55 ms [2022-03-09 16:19:13 main:574] : INFO : Epoch 1940 | loss: 0.0309863 | val_loss: 0.0313047 | Time: 2488.31 ms [2022-03-09 16:19:15 main:574] : INFO : Epoch 1941 | loss: 0.0309823 | val_loss: 0.0312768 | Time: 2361.75 ms [2022-03-09 16:19:18 main:574] : INFO : Epoch 1942 | loss: 0.0309728 | val_loss: 0.0312753 | Time: 2283.86 ms [2022-03-09 16:19:20 main:574] : INFO : Epoch 1943 | loss: 0.0309772 | val_loss: 0.0312832 | Time: 2314.02 ms [2022-03-09 16:19:22 main:574] : INFO : Epoch 1944 | loss: 0.0309867 | val_loss: 0.031304 | Time: 2311.06 ms [2022-03-09 16:19:25 main:574] : INFO : Epoch 1945 | loss: 0.0309831 | val_loss: 0.0312845 | Time: 2452.83 ms [2022-03-09 16:19:27 main:574] : INFO : Epoch 1946 | loss: 0.0309759 | val_loss: 0.0313022 | Time: 2349.11 ms [2022-03-09 16:19:29 main:574] : INFO : Epoch 1947 | loss: 0.0309749 | val_loss: 0.0312861 | Time: 2339.57 ms [2022-03-09 16:19:32 main:574] : INFO : Epoch 1948 | loss: 0.030978 | val_loss: 0.0312753 | Time: 2428.32 ms [2022-03-09 16:19:34 main:574] : INFO : Epoch 1949 | loss: 0.0309751 | val_loss: 0.0313001 | Time: 2429.66 ms [2022-03-09 16:19:37 main:574] : INFO : Epoch 1950 | loss: 0.030974 | val_loss: 0.0313089 | Time: 2303.93 ms [2022-03-09 16:19:39 main:574] : INFO : Epoch 1951 | loss: 0.0309738 | val_loss: 0.0312855 | Time: 2271.1 ms [2022-03-09 16:19:41 main:574] : INFO : Epoch 1952 | loss: 0.0309718 | val_loss: 0.03129 | Time: 2273.25 ms [2022-03-09 16:19:44 main:574] : INFO : Epoch 1953 | loss: 0.0309812 | val_loss: 0.0313026 | Time: 2314 ms [2022-03-09 16:19:46 main:574] : INFO : Epoch 1954 | loss: 0.0309807 | val_loss: 0.0313037 | Time: 2239.16 ms [2022-03-09 16:19:48 main:574] : INFO : Epoch 1955 | loss: 0.0309854 | val_loss: 0.0312715 | Time: 2266.43 ms [2022-03-09 16:19:51 main:574] : INFO : Epoch 1956 | loss: 0.0309855 | val_loss: 0.0312788 | Time: 2259.39 ms [2022-03-09 16:19:53 main:574] : INFO : Epoch 1957 | loss: 0.0309811 | val_loss: 0.031274 | Time: 2234.79 ms [2022-03-09 16:19:55 main:574] : INFO : Epoch 1958 | loss: 0.0309812 | val_loss: 0.0313098 | Time: 2340.65 ms [2022-03-09 16:19:58 main:574] : INFO : Epoch 1959 | loss: 0.0309877 | val_loss: 0.0312854 | Time: 2913.76 ms [2022-03-09 16:20:01 main:574] : INFO : Epoch 1960 | loss: 0.0309867 | val_loss: 0.0312855 | Time: 2430.91 ms [2022-03-09 16:20:03 main:574] : INFO : Epoch 1961 | loss: 0.0309834 | val_loss: 0.0313098 | Time: 2344.71 ms [2022-03-09 16:20:05 main:574] : INFO : Epoch 1962 | loss: 0.0309833 | val_loss: 0.03128 | Time: 2277.32 ms [2022-03-09 16:20:08 main:574] : INFO : Epoch 1963 | loss: 0.0309794 | val_loss: 0.0312581 | Time: 2257.83 ms [2022-03-09 16:20:10 main:574] : INFO : Epoch 1964 | loss: 0.0309873 | val_loss: 0.0312958 | Time: 2271.48 ms [2022-03-09 16:20:12 main:574] : INFO : Epoch 1965 | loss: 0.0309818 | val_loss: 0.0313247 | Time: 2270.2 ms [2022-03-09 16:20:15 main:574] : INFO : Epoch 1966 | loss: 0.0309847 | val_loss: 0.0312994 | Time: 2274.03 ms [2022-03-09 16:20:17 main:574] : INFO : Epoch 1967 | loss: 0.0309795 | val_loss: 0.0313003 | Time: 2390.31 ms [2022-03-09 16:20:20 main:574] : INFO : Epoch 1968 | loss: 0.0309774 | val_loss: 0.0313005 | Time: 2687.9 ms [2022-03-09 16:20:22 main:574] : INFO : Epoch 1969 | loss: 0.030983 | val_loss: 0.0312641 | Time: 2581.09 ms [2022-03-09 16:20:25 main:574] : INFO : Epoch 1970 | loss: 0.0309862 | val_loss: 0.0313155 | Time: 2301.1 ms [2022-03-09 16:20:27 main:574] : INFO : Epoch 1971 | loss: 0.0309789 | val_loss: 0.0312619 | Time: 2287.49 ms [2022-03-09 16:20:29 main:574] : INFO : Epoch 1972 | loss: 0.0309807 | val_loss: 0.0313133 | Time: 2383.86 ms [2022-03-09 16:20:32 main:574] : INFO : Epoch 1973 | loss: 0.0309877 | val_loss: 0.0312888 | Time: 2290.84 ms [2022-03-09 16:20:34 main:574] : INFO : Epoch 1974 | loss: 0.0309824 | val_loss: 0.0312979 | Time: 2287.49 ms [2022-03-09 16:20:36 main:574] : INFO : Epoch 1975 | loss: 0.0309783 | val_loss: 0.0312939 | Time: 2370.67 ms [2022-03-09 16:20:39 main:574] : INFO : Epoch 1976 | loss: 0.0309763 | val_loss: 0.0312891 | Time: 2385.35 ms [2022-03-09 16:20:41 main:574] : INFO : Epoch 1977 | loss: 0.0309866 | val_loss: 0.0313112 | Time: 2293.29 ms [2022-03-09 16:20:44 main:574] : INFO : Epoch 1978 | loss: 0.0309774 | val_loss: 0.0312805 | Time: 2442.67 ms [2022-03-09 16:20:46 main:574] : INFO : Epoch 1979 | loss: 0.0309824 | val_loss: 0.0312986 | Time: 2387.01 ms [2022-03-09 16:20:48 main:574] : INFO : Epoch 1980 | loss: 0.0309781 | val_loss: 0.031289 | Time: 2345.53 ms [2022-03-09 16:20:51 main:574] : INFO : Epoch 1981 | loss: 0.0309778 | val_loss: 0.0312871 | Time: 2323.1 ms [2022-03-09 16:20:53 main:574] : INFO : Epoch 1982 | loss: 0.0309819 | val_loss: 0.0312792 | Time: 2306.3 ms [2022-03-09 16:20:56 main:574] : INFO : Epoch 1983 | loss: 0.0309756 | val_loss: 0.031293 | Time: 2305.14 ms [2022-03-09 16:20:58 main:574] : INFO : Epoch 1984 | loss: 0.0309742 | val_loss: 0.0313034 | Time: 2336.36 ms [2022-03-09 16:21:00 main:574] : INFO : Epoch 1985 | loss: 0.030988 | val_loss: 0.0312603 | Time: 2321.71 ms [2022-03-09 16:21:03 main:574] : INFO : Epoch 1986 | loss: 0.0309961 | val_loss: 0.0313051 | Time: 2315.26 ms [2022-03-09 16:21:05 main:574] : INFO : Epoch 1987 | loss: 0.0309863 | val_loss: 0.031303 | Time: 2394.68 ms [2022-03-09 16:21:07 main:574] : INFO : Epoch 1988 | loss: 0.0309767 | val_loss: 0.031303 | Time: 2396.58 ms [2022-03-09 16:21:10 main:574] : INFO : Epoch 1989 | loss: 0.0309749 | val_loss: 0.0312806 | Time: 2369.21 ms [2022-03-09 16:21:12 main:574] : INFO : Epoch 1990 | loss: 0.0309746 | val_loss: 0.0312916 | Time: 2393.97 ms [2022-03-09 16:21:15 main:574] : INFO : Epoch 1991 | loss: 0.0309777 | val_loss: 0.0312847 | Time: 2376.33 ms [2022-03-09 16:21:17 main:574] : INFO : Epoch 1992 | loss: 0.0309813 | val_loss: 0.0313129 | Time: 2391 ms [2022-03-09 16:21:19 main:574] : INFO : Epoch 1993 | loss: 0.0309794 | val_loss: 0.0312832 | Time: 2312.51 ms [2022-03-09 16:21:22 main:574] : INFO : Epoch 1994 | loss: 0.0309709 | val_loss: 0.0313158 | Time: 2325.76 ms [2022-03-09 16:21:24 main:574] : INFO : Epoch 1995 | loss: 0.0309726 | val_loss: 0.0312816 | Time: 2257.95 ms [2022-03-09 16:21:26 main:574] : INFO : Epoch 1996 | loss: 0.0309908 | val_loss: 0.0312662 | Time: 2296.06 ms [2022-03-09 16:21:29 main:574] : INFO : Epoch 1997 | loss: 0.0309868 | val_loss: 0.0312885 | Time: 2292.79 ms [2022-03-09 16:21:31 main:574] : INFO : Epoch 1998 | loss: 0.0309782 | val_loss: 0.0313138 | Time: 2346.87 ms [2022-03-09 16:21:34 main:574] : INFO : Epoch 1999 | loss: 0.0309752 | val_loss: 0.0313004 | Time: 2329.09 ms [2022-03-09 16:21:36 main:574] : INFO : Epoch 2000 | loss: 0.0309765 | val_loss: 0.0312922 | Time: 2813.74 ms [2022-03-09 16:21:39 main:574] : INFO : Epoch 2001 | loss: 0.0309758 | val_loss: 0.0312945 | Time: 2330.95 ms [2022-03-09 16:21:41 main:574] : INFO : Epoch 2002 | loss: 0.0309824 | val_loss: 0.0312799 | Time: 2318.79 ms [2022-03-09 16:21:43 main:574] : INFO : Epoch 2003 | loss: 0.030988 | val_loss: 0.0312894 | Time: 2304.98 ms [2022-03-09 16:21:46 main:574] : INFO : Epoch 2004 | loss: 0.030984 | val_loss: 0.0312793 | Time: 2272.49 ms [2022-03-09 16:21:48 main:574] : INFO : Epoch 2005 | loss: 0.0309849 | val_loss: 0.0313048 | Time: 2357.63 ms [2022-03-09 16:21:51 main:574] : INFO : Epoch 2006 | loss: 0.0309824 | val_loss: 0.0312905 | Time: 2374.06 ms [2022-03-09 16:21:53 main:574] : INFO : Epoch 2007 | loss: 0.0309768 | val_loss: 0.0312881 | Time: 2302.86 ms [2022-03-09 16:21:55 main:574] : INFO : Epoch 2008 | loss: 0.0309748 | val_loss: 0.0312989 | Time: 2326.83 ms [2022-03-09 16:21:58 main:574] : INFO : Epoch 2009 | loss: 0.0309792 | val_loss: 0.0313004 | Time: 2293.84 ms [2022-03-09 16:22:00 main:574] : INFO : Epoch 2010 | loss: 0.0309768 | val_loss: 0.0313355 | Time: 2401.61 ms [2022-03-09 16:22:02 main:574] : INFO : Epoch 2011 | loss: 0.0309731 | val_loss: 0.0313069 | Time: 2289.29 ms [2022-03-09 16:22:05 main:574] : INFO : Epoch 2012 | loss: 0.030976 | val_loss: 0.031287 | Time: 2348.24 ms [2022-03-09 16:22:07 main:574] : INFO : Epoch 2013 | loss: 0.0309815 | val_loss: 0.031306 | Time: 2395.89 ms [2022-03-09 16:22:09 main:574] : INFO : Epoch 2014 | loss: 0.0309788 | val_loss: 0.0312934 | Time: 2271.68 ms [2022-03-09 16:22:12 main:574] : INFO : Epoch 2015 | loss: 0.030977 | val_loss: 0.0313087 | Time: 2264.01 ms [2022-03-09 16:22:14 main:574] : INFO : Epoch 2016 | loss: 0.0309745 | val_loss: 0.0313079 | Time: 2333.78 ms [2022-03-09 16:22:16 main:574] : INFO : Epoch 2017 | loss: 0.0309815 | val_loss: 0.0312709 | Time: 2273.78 ms [2022-03-09 16:22:19 main:574] : INFO : Epoch 2018 | loss: 0.0309799 | val_loss: 0.0312915 | Time: 2375.15 ms [2022-03-09 16:22:21 main:574] : INFO : Epoch 2019 | loss: 0.0309836 | val_loss: 0.0312919 | Time: 2337.82 ms [2022-03-09 16:22:24 main:574] : INFO : Epoch 2020 | loss: 0.0309905 | val_loss: 0.0312537 | Time: 2319.26 ms [2022-03-09 16:22:26 main:574] : INFO : Epoch 2021 | loss: 0.0309895 | val_loss: 0.0313052 | Time: 2562.97 ms [2022-03-09 16:22:29 main:574] : INFO : Epoch 2022 | loss: 0.0309804 | val_loss: 0.0312932 | Time: 2672.77 ms [2022-03-09 16:22:31 main:574] : INFO : Epoch 2023 | loss: 0.0309816 | val_loss: 0.0312963 | Time: 2250.79 ms [2022-03-09 16:22:34 main:574] : INFO : Epoch 2024 | loss: 0.0309798 | val_loss: 0.03132 | Time: 2322.09 ms [2022-03-09 16:22:36 main:574] : INFO : Epoch 2025 | loss: 0.0309851 | val_loss: 0.0312852 | Time: 2396.53 ms [2022-03-09 16:22:38 main:574] : INFO : Epoch 2026 | loss: 0.0309822 | val_loss: 0.0312853 | Time: 2287.31 ms [2022-03-09 16:22:41 main:574] : INFO : Epoch 2027 | loss: 0.0309768 | val_loss: 0.0313088 | Time: 2281.7 ms [2022-03-09 16:22:43 main:574] : INFO : Epoch 2028 | loss: 0.0309757 | val_loss: 0.0312955 | Time: 2341.67 ms [2022-03-09 16:22:45 main:574] : INFO : Epoch 2029 | loss: 0.0309847 | val_loss: 0.0312883 | Time: 2299.91 ms [2022-03-09 16:22:48 main:574] : INFO : Epoch 2030 | loss: 0.0309852 | val_loss: 0.0312791 | Time: 2279.78 ms [2022-03-09 16:22:50 main:574] : INFO : Epoch 2031 | loss: 0.030992 | val_loss: 0.0312934 | Time: 2403.94 ms [2022-03-09 16:22:53 main:574] : INFO : Epoch 2032 | loss: 0.0309801 | val_loss: 0.0312808 | Time: 2450.15 ms [2022-03-09 16:22:56 main:574] : INFO : Epoch 2033 | loss: 0.0309803 | val_loss: 0.031297 | Time: 3004.2 ms [2022-03-09 16:22:58 main:574] : INFO : Epoch 2034 | loss: 0.0309761 | val_loss: 0.0313021 | Time: 2501.99 ms [2022-03-09 16:23:01 main:574] : INFO : Epoch 2035 | loss: 0.0309697 | val_loss: 0.0312848 | Time: 2435.7 ms [2022-03-09 16:23:03 main:574] : INFO : Epoch 2036 | loss: 0.0309767 | val_loss: 0.0312915 | Time: 2564.39 ms [2022-03-09 16:23:06 main:574] : INFO : Epoch 2037 | loss: 0.0309773 | val_loss: 0.0312898 | Time: 2432.47 ms [2022-03-09 16:23:08 main:574] : INFO : Epoch 2038 | loss: 0.0309844 | val_loss: 0.0312767 | Time: 2249.36 ms [2022-03-09 16:23:10 main:574] : INFO : Epoch 2039 | loss: 0.0309827 | val_loss: 0.0312769 | Time: 2291.31 ms [2022-03-09 16:23:13 main:574] : INFO : Epoch 2040 | loss: 0.0309807 | val_loss: 0.0313298 | Time: 2324.05 ms [2022-03-09 16:23:16 main:574] : INFO : Epoch 2041 | loss: 0.0309781 | val_loss: 0.0312857 | Time: 2424.54 ms [2022-03-09 16:23:19 main:574] : INFO : Epoch 2042 | loss: 0.0309802 | val_loss: 0.0313202 | Time: 2239.05 ms [2022-03-09 16:23:22 main:574] : INFO : Epoch 2043 | loss: 0.031019 | val_loss: 0.0313022 | Time: 2215.18 ms [2022-03-09 16:23:24 main:574] : INFO : Epoch 2044 | loss: 0.0310608 | val_loss: 0.0313582 | Time: 2334.1 ms [2022-03-09 16:23:27 main:574] : INFO : Epoch 2045 | loss: 0.0311108 | val_loss: 0.0313377 | Time: 2228.06 ms [2022-03-09 16:23:29 main:574] : INFO : Epoch 2046 | loss: 0.0310045 | val_loss: 0.031295 | Time: 2212.41 ms [2022-03-09 16:23:31 main:574] : INFO : Epoch 2047 | loss: 0.0309902 | val_loss: 0.0313099 | Time: 2215.67 ms [2022-03-09 16:23:34 main:574] : INFO : Epoch 2048 | loss: 0.0309769 | val_loss: 0.0312697 | Time: 2286.17 ms [2022-03-09 16:23:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312697 [2022-03-09 16:23:34 main:603] : INFO : Saving end state to config to file [2022-03-09 16:23:34 main:608] : INFO : Success, exiting.. 16:23:34 (10204): 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)