Task 3768563
| Name | ParityModified-1609265531-22550-5_1 |
| Workunit | 1870469 |
| Created | 22 Jan 2021, 6:37:01 UTC |
| Sent | 22 Jan 2021, 7:16:59 UTC |
| Report deadline | 29 Jan 2021, 7:16:59 UTC |
| Received | 22 Jan 2021, 8:59:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 29 min 1 sec |
| CPU time | 1 hours 16 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311505 | val_loss: 0.0311853 | Time: 2499.46 ms [2021-01-22 00:33:46 main:574] : INFO : Epoch 1543 | loss: 0.0311486 | val_loss: 0.0311882 | Time: 2538.01 ms [2021-01-22 00:33:49 main:574] : INFO : Epoch 1544 | loss: 0.0311512 | val_loss: 0.0311837 | Time: 2542.64 ms [2021-01-22 00:33:51 main:574] : INFO : Epoch 1545 | loss: 0.0311505 | val_loss: 0.0311836 | Time: 2508.02 ms [2021-01-22 00:33:54 main:574] : INFO : Epoch 1546 | loss: 0.0311479 | val_loss: 0.0311829 | Time: 2483.01 ms [2021-01-22 00:33:57 main:574] : INFO : Epoch 1547 | loss: 0.0311475 | val_loss: 0.0311826 | Time: 2519.98 ms [2021-01-22 00:33:59 main:574] : INFO : Epoch 1548 | loss: 0.0311471 | val_loss: 0.0311847 | Time: 2495.77 ms [2021-01-22 00:34:02 main:574] : INFO : Epoch 1549 | loss: 0.0311449 | val_loss: 0.0311853 | Time: 2575.57 ms [2021-01-22 00:34:04 main:574] : INFO : Epoch 1550 | loss: 0.0311444 | val_loss: 0.0311823 | Time: 2519.06 ms [2021-01-22 00:34:07 main:574] : INFO : Epoch 1551 | loss: 0.0311418 | val_loss: 0.0311832 | Time: 2494.97 ms [2021-01-22 00:34:09 main:574] : INFO : Epoch 1552 | loss: 0.031143 | val_loss: 0.0311848 | Time: 2643.53 ms [2021-01-22 00:34:13 main:574] : INFO : Epoch 1553 | loss: 0.0311434 | val_loss: 0.0311823 | Time: 3284.04 ms [2021-01-22 00:34:15 main:574] : INFO : Epoch 1554 | loss: 0.0311447 | val_loss: 0.0311855 | Time: 2557.09 ms [2021-01-22 00:34:18 main:574] : INFO : Epoch 1555 | loss: 0.0311428 | val_loss: 0.0311848 | Time: 2522.47 ms [2021-01-22 00:34:21 main:574] : INFO : Epoch 1556 | loss: 0.0311424 | val_loss: 0.0311859 | Time: 2506.83 ms [2021-01-22 00:34:23 main:574] : INFO : Epoch 1557 | loss: 0.0311473 | val_loss: 0.0311886 | Time: 2501.77 ms [2021-01-22 00:34:26 main:574] : INFO : Epoch 1558 | loss: 0.0311469 | val_loss: 0.0311869 | Time: 2609.8 ms [2021-01-22 00:34:28 main:574] : INFO : Epoch 1559 | loss: 0.031148 | val_loss: 0.0311901 | Time: 2491.29 ms [2021-01-22 00:34:31 main:574] : INFO : Epoch 1560 | loss: 0.031151 | val_loss: 0.0311826 | Time: 2357.92 ms [2021-01-22 00:34:33 main:574] : INFO : Epoch 1561 | loss: 0.0311539 | val_loss: 0.0311842 | Time: 2337.31 ms [2021-01-22 00:34:36 main:574] : INFO : Epoch 1562 | loss: 0.0311507 | val_loss: 0.0311865 | Time: 2586.68 ms [2021-01-22 00:34:38 main:574] : INFO : Epoch 1563 | loss: 0.0311491 | val_loss: 0.0311841 | Time: 2614.87 ms [2021-01-22 00:34:41 main:574] : INFO : Epoch 1564 | loss: 0.0311502 | val_loss: 0.0311856 | Time: 2255.22 ms [2021-01-22 00:34:43 main:574] : INFO : Epoch 1565 | loss: 0.031148 | val_loss: 0.0311819 | Time: 2506.18 ms [2021-01-22 00:34:46 main:574] : INFO : Epoch 1566 | loss: 0.0311443 | val_loss: 0.031185 | Time: 2411.88 ms [2021-01-22 00:34:48 main:574] : INFO : Epoch 1567 | loss: 0.0311485 | val_loss: 0.0311794 | Time: 2340.97 ms [2021-01-22 00:34:50 main:574] : INFO : Epoch 1568 | loss: 0.0311482 | val_loss: 0.0311844 | Time: 2399.66 ms [2021-01-22 00:34:53 main:574] : INFO : Epoch 1569 | loss: 0.0311497 | val_loss: 0.0311837 | Time: 2465.88 ms [2021-01-22 00:34:56 main:574] : INFO : Epoch 1570 | loss: 0.0311494 | val_loss: 0.031184 | Time: 2560.84 ms [2021-01-22 00:34:58 main:574] : INFO : Epoch 1571 | loss: 0.0311466 | val_loss: 0.0311883 | Time: 2469.86 ms [2021-01-22 00:35:00 main:574] : INFO : Epoch 1572 | loss: 0.0311459 | val_loss: 0.0311897 | Time: 2254.65 ms [2021-01-22 00:35:03 main:574] : INFO : Epoch 1573 | loss: 0.0311449 | val_loss: 0.0311827 | Time: 2542.97 ms [2021-01-22 00:35:06 main:574] : INFO : Epoch 1574 | loss: 0.0311441 | val_loss: 0.031188 | Time: 2603.17 ms [2021-01-22 00:35:08 main:574] : INFO : Epoch 1575 | loss: 0.0311472 | val_loss: 0.0311875 | Time: 2552.91 ms [2021-01-22 00:35:11 main:574] : INFO : Epoch 1576 | loss: 0.0311667 | val_loss: 0.0312751 | Time: 2584.2 ms [2021-01-22 00:35:13 main:574] : INFO : Epoch 1577 | loss: 0.0329983 | val_loss: 0.0314873 | Time: 2504.19 ms [2021-01-22 00:35:16 main:574] : INFO : Epoch 1578 | loss: 0.0385782 | val_loss: 0.0386003 | Time: 2544.96 ms [2021-01-22 00:35:18 main:574] : INFO : Epoch 1579 | loss: 0.0322556 | val_loss: 0.0314503 | Time: 2378.26 ms [2021-01-22 00:35:21 main:574] : INFO : Epoch 1580 | loss: 0.0313544 | val_loss: 0.0312713 | Time: 2508.05 ms [2021-01-22 00:35:24 main:574] : INFO : Epoch 1581 | loss: 0.0312515 | val_loss: 0.0312333 | Time: 2494.3 ms [2021-01-22 00:35:26 main:574] : INFO : Epoch 1582 | loss: 0.0312266 | val_loss: 0.031217 | Time: 2538.95 ms [2021-01-22 00:35:29 main:574] : INFO : Epoch 1583 | loss: 0.0312171 | val_loss: 0.031211 | Time: 2566.66 ms [2021-01-22 00:35:31 main:574] : INFO : Epoch 1584 | loss: 0.0312108 | val_loss: 0.0312058 | Time: 2364.06 ms [2021-01-22 00:35:34 main:574] : INFO : Epoch 1585 | loss: 0.0312064 | val_loss: 0.0312024 | Time: 2393.01 ms [2021-01-22 00:35:36 main:574] : INFO : Epoch 1586 | loss: 0.0312037 | val_loss: 0.0312006 | Time: 2612.73 ms [2021-01-22 00:35:39 main:574] : INFO : Epoch 1587 | loss: 0.0312023 | val_loss: 0.0311994 | Time: 2482.5 ms [2021-01-22 00:35:41 main:574] : INFO : Epoch 1588 | loss: 0.0312005 | val_loss: 0.0311977 | Time: 2365.05 ms [2021-01-22 00:35:44 main:574] : INFO : Epoch 1589 | loss: 0.0311992 | val_loss: 0.0311966 | Time: 2449.52 ms [2021-01-22 00:35:46 main:574] : INFO : Epoch 1590 | loss: 0.031198 | val_loss: 0.0311962 | Time: 2437.06 ms [2021-01-22 00:35:49 main:574] : INFO : Epoch 1591 | loss: 0.0311974 | val_loss: 0.0311958 | Time: 2325.5 ms [2021-01-22 00:35:51 main:574] : INFO : Epoch 1592 | loss: 0.0311965 | val_loss: 0.0311951 | Time: 2221.36 ms [2021-01-22 00:35:53 main:574] : INFO : Epoch 1593 | loss: 0.0311957 | val_loss: 0.0311945 | Time: 2600.19 ms [2021-01-22 00:35:56 main:574] : INFO : Epoch 1594 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 2450.5 ms [2021-01-22 00:35:58 main:574] : INFO : Epoch 1595 | loss: 0.0311948 | val_loss: 0.0311942 | Time: 2370.06 ms [2021-01-22 00:36:01 main:574] : INFO : Epoch 1596 | loss: 0.0311946 | val_loss: 0.0311949 | Time: 2253.19 ms [2021-01-22 00:36:03 main:574] : INFO : Epoch 1597 | loss: 0.0311938 | val_loss: 0.0311928 | Time: 2173.77 ms [2021-01-22 00:36:05 main:574] : INFO : Epoch 1598 | loss: 0.0311932 | val_loss: 0.0311936 | Time: 2189.91 ms [2021-01-22 00:36:07 main:574] : INFO : Epoch 1599 | loss: 0.0311933 | val_loss: 0.0311933 | Time: 2165.83 ms [2021-01-22 00:36:09 main:574] : INFO : Epoch 1600 | loss: 0.0311934 | val_loss: 0.0311922 | Time: 2228.48 ms [2021-01-22 00:36:12 main:574] : INFO : Epoch 1601 | loss: 0.0311921 | val_loss: 0.0311917 | Time: 2273.13 ms [2021-01-22 00:36:14 main:574] : INFO : Epoch 1602 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 2332.99 ms [2021-01-22 00:36:16 main:574] : INFO : Epoch 1603 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 2152.73 ms [2021-01-22 00:36:18 main:574] : INFO : Epoch 1604 | loss: 0.0311911 | val_loss: 0.0311912 | Time: 2167.28 ms [2021-01-22 00:36:21 main:574] : INFO : Epoch 1605 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 2239.95 ms [2021-01-22 00:36:23 main:574] : INFO : Epoch 1606 | loss: 0.0311892 | val_loss: 0.0311884 | Time: 2447.85 ms [2021-01-22 00:36:26 main:574] : INFO : Epoch 1607 | loss: 0.0311884 | val_loss: 0.031187 | Time: 2521.91 ms [2021-01-22 00:36:28 main:574] : INFO : Epoch 1608 | loss: 0.0311873 | val_loss: 0.0311865 | Time: 2277.4 ms [2021-01-22 00:36:30 main:574] : INFO : Epoch 1609 | loss: 0.0311865 | val_loss: 0.0311863 | Time: 2185.26 ms [2021-01-22 00:36:32 main:574] : INFO : Epoch 1610 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 2172.4 ms [2021-01-22 00:36:35 main:574] : INFO : Epoch 1611 | loss: 0.031184 | val_loss: 0.0311846 | Time: 2204.47 ms [2021-01-22 00:36:37 main:574] : INFO : Epoch 1612 | loss: 0.031184 | val_loss: 0.0311839 | Time: 2267.73 ms [2021-01-22 00:36:39 main:574] : INFO : Epoch 1613 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 2324.26 ms [2021-01-22 00:36:42 main:574] : INFO : Epoch 1614 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 2247.51 ms [2021-01-22 00:36:44 main:574] : INFO : Epoch 1615 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 2244.86 ms [2021-01-22 00:36:46 main:574] : INFO : Epoch 1616 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 2381.17 ms [2021-01-22 00:36:49 main:574] : INFO : Epoch 1617 | loss: 0.0311803 | val_loss: 0.0311835 | Time: 2606.51 ms [2021-01-22 00:36:52 main:574] : INFO : Epoch 1618 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 2616.85 ms [2021-01-22 00:36:54 main:574] : INFO : Epoch 1619 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 2260.74 ms [2021-01-22 00:36:56 main:574] : INFO : Epoch 1620 | loss: 0.0311781 | val_loss: 0.0311826 | Time: 2595.37 ms [2021-01-22 00:36:59 main:574] : INFO : Epoch 1621 | loss: 0.0311779 | val_loss: 0.0311822 | Time: 2486.83 ms [2021-01-22 00:37:02 main:574] : INFO : Epoch 1622 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 2512.57 ms [2021-01-22 00:37:04 main:574] : INFO : Epoch 1623 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 2257.17 ms [2021-01-22 00:37:06 main:574] : INFO : Epoch 1624 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 2279.01 ms [2021-01-22 00:37:08 main:574] : INFO : Epoch 1625 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 2241.7 ms [2021-01-22 00:37:11 main:574] : INFO : Epoch 1626 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 2270.6 ms [2021-01-22 00:37:13 main:574] : INFO : Epoch 1627 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 2473.26 ms [2021-01-22 00:37:16 main:574] : INFO : Epoch 1628 | loss: 0.0311774 | val_loss: 0.0311828 | Time: 2547.2 ms [2021-01-22 00:37:18 main:574] : INFO : Epoch 1629 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 2266.29 ms [2021-01-22 00:37:20 main:574] : INFO : Epoch 1630 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 2257.88 ms [2021-01-22 00:37:23 main:574] : INFO : Epoch 1631 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 2602.99 ms [2021-01-22 00:37:26 main:574] : INFO : Epoch 1632 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 2609.43 ms [2021-01-22 00:37:28 main:574] : INFO : Epoch 1633 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 2461.18 ms [2021-01-22 00:37:31 main:574] : INFO : Epoch 1634 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 2262.37 ms [2021-01-22 00:37:33 main:574] : INFO : Epoch 1635 | loss: 0.0311768 | val_loss: 0.03118 | Time: 2243.39 ms [2021-01-22 00:37:35 main:574] : INFO : Epoch 1636 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 2401.68 ms [2021-01-22 00:37:38 main:574] : INFO : Epoch 1637 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 2582.72 ms [2021-01-22 00:37:41 main:574] : INFO : Epoch 1638 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 2590.32 ms [2021-01-22 00:37:43 main:574] : INFO : Epoch 1639 | loss: 0.0311739 | val_loss: 0.0311801 | Time: 2444.76 ms [2021-01-22 00:37:46 main:574] : INFO : Epoch 1640 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 2437.09 ms [2021-01-22 00:37:48 main:574] : INFO : Epoch 1641 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 2448.96 ms [2021-01-22 00:37:51 main:574] : INFO : Epoch 1642 | loss: 0.0311738 | val_loss: 0.0311803 | Time: 2617.26 ms [2021-01-22 00:37:53 main:574] : INFO : Epoch 1643 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 2486.59 ms [2021-01-22 00:37:56 main:574] : INFO : Epoch 1644 | loss: 0.031172 | val_loss: 0.0311796 | Time: 2556.56 ms [2021-01-22 00:37:58 main:574] : INFO : Epoch 1645 | loss: 0.0311719 | val_loss: 0.0311799 | Time: 2394.98 ms [2021-01-22 00:38:01 main:574] : INFO : Epoch 1646 | loss: 0.0311715 | val_loss: 0.03118 | Time: 2634.5 ms [2021-01-22 00:38:04 main:574] : INFO : Epoch 1647 | loss: 0.0311721 | val_loss: 0.0311806 | Time: 2583.06 ms [2021-01-22 00:38:06 main:574] : INFO : Epoch 1648 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 2391.64 ms [2021-01-22 00:38:09 main:574] : INFO : Epoch 1649 | loss: 0.0311704 | val_loss: 0.0311796 | Time: 2521.14 ms [2021-01-22 00:38:11 main:574] : INFO : Epoch 1650 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 2459.67 ms [2021-01-22 00:38:14 main:574] : INFO : Epoch 1651 | loss: 0.0311705 | val_loss: 0.0311811 | Time: 2603.77 ms [2021-01-22 00:38:16 main:574] : INFO : Epoch 1652 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 2565.87 ms [2021-01-22 00:38:19 main:574] : INFO : Epoch 1653 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 2447.93 ms [2021-01-22 00:38:22 main:574] : INFO : Epoch 1654 | loss: 0.0311699 | val_loss: 0.0311792 | Time: 2553.98 ms [2021-01-22 00:38:24 main:574] : INFO : Epoch 1655 | loss: 0.0311689 | val_loss: 0.0311793 | Time: 2532.01 ms [2021-01-22 00:38:27 main:574] : INFO : Epoch 1656 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 2678.09 ms [2021-01-22 00:38:30 main:574] : INFO : Epoch 1657 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 2554.54 ms [2021-01-22 00:38:32 main:574] : INFO : Epoch 1658 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 2519.94 ms [2021-01-22 00:38:35 main:574] : INFO : Epoch 1659 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 2485.69 ms [2021-01-22 00:38:37 main:574] : INFO : Epoch 1660 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 2515.27 ms [2021-01-22 00:38:40 main:574] : INFO : Epoch 1661 | loss: 0.0311692 | val_loss: 0.0311795 | Time: 2624.05 ms [2021-01-22 00:38:43 main:574] : INFO : Epoch 1662 | loss: 0.0311684 | val_loss: 0.0311775 | Time: 2564.95 ms [2021-01-22 00:38:45 main:574] : INFO : Epoch 1663 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 2517.17 ms [2021-01-22 00:38:48 main:574] : INFO : Epoch 1664 | loss: 0.0311687 | val_loss: 0.031179 | Time: 2537.7 ms [2021-01-22 00:38:50 main:574] : INFO : Epoch 1665 | loss: 0.0311686 | val_loss: 0.0311801 | Time: 2558.89 ms [2021-01-22 00:38:53 main:574] : INFO : Epoch 1666 | loss: 0.031169 | val_loss: 0.0311804 | Time: 2428.69 ms [2021-01-22 00:38:55 main:574] : INFO : Epoch 1667 | loss: 0.03117 | val_loss: 0.0311795 | Time: 2424.01 ms [2021-01-22 00:38:58 main:574] : INFO : Epoch 1668 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 2446.19 ms [2021-01-22 00:39:01 main:574] : INFO : Epoch 1669 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 2641.35 ms [2021-01-22 00:39:03 main:574] : INFO : Epoch 1670 | loss: 0.03117 | val_loss: 0.0311787 | Time: 2567.75 ms [2021-01-22 00:39:06 main:574] : INFO : Epoch 1671 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 2601.06 ms [2021-01-22 00:39:09 main:574] : INFO : Epoch 1672 | loss: 0.031168 | val_loss: 0.0311788 | Time: 2604.99 ms [2021-01-22 00:39:11 main:574] : INFO : Epoch 1673 | loss: 0.0311675 | val_loss: 0.0311794 | Time: 2535.55 ms [2021-01-22 00:39:14 main:574] : INFO : Epoch 1674 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 2643.94 ms [2021-01-22 00:39:17 main:574] : INFO : Epoch 1675 | loss: 0.0311658 | val_loss: 0.0311781 | Time: 2601.3 ms [2021-01-22 00:39:19 main:574] : INFO : Epoch 1676 | loss: 0.0311686 | val_loss: 0.0311785 | Time: 2518.02 ms [2021-01-22 00:39:22 main:574] : INFO : Epoch 1677 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 2625.19 ms [2021-01-22 00:39:25 main:574] : INFO : Epoch 1678 | loss: 0.0311671 | val_loss: 0.0311797 | Time: 2677.73 ms [2021-01-22 00:39:27 main:574] : INFO : Epoch 1679 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 2460.35 ms [2021-01-22 00:39:30 main:574] : INFO : Epoch 1680 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 2530.38 ms [2021-01-22 00:39:32 main:574] : INFO : Epoch 1681 | loss: 0.0311684 | val_loss: 0.0311794 | Time: 2465.45 ms [2021-01-22 00:39:35 main:574] : INFO : Epoch 1682 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 2585.06 ms [2021-01-22 00:39:38 main:574] : INFO : Epoch 1683 | loss: 0.0311692 | val_loss: 0.0311816 | Time: 2594.07 ms [2021-01-22 00:39:41 main:574] : INFO : Epoch 1684 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 2613.56 ms [2021-01-22 00:39:43 main:574] : INFO : Epoch 1685 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 2476.44 ms [2021-01-22 00:39:46 main:574] : INFO : Epoch 1686 | loss: 0.0311671 | val_loss: 0.0311789 | Time: 2544.92 ms [2021-01-22 00:39:49 main:574] : INFO : Epoch 1687 | loss: 0.031168 | val_loss: 0.0311793 | Time: 2513.09 ms [2021-01-22 00:39:51 main:574] : INFO : Epoch 1688 | loss: 0.0311699 | val_loss: 0.03118 | Time: 2550.6 ms [2021-01-22 00:39:54 main:574] : INFO : Epoch 1689 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 2460.76 ms [2021-01-22 00:39:57 main:574] : INFO : Epoch 1690 | loss: 0.0311688 | val_loss: 0.0311775 | Time: 2574.62 ms [2021-01-22 00:39:59 main:574] : INFO : Epoch 1691 | loss: 0.0311678 | val_loss: 0.0311793 | Time: 2526.85 ms [2021-01-22 00:40:02 main:574] : INFO : Epoch 1692 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 2517.73 ms [2021-01-22 00:40:05 main:574] : INFO : Epoch 1693 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 2604.01 ms [2021-01-22 00:40:07 main:574] : INFO : Epoch 1694 | loss: 0.0311663 | val_loss: 0.0311804 | Time: 2542.92 ms [2021-01-22 00:40:10 main:574] : INFO : Epoch 1695 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 2582.4 ms [2021-01-22 00:40:13 main:574] : INFO : Epoch 1696 | loss: 0.0311662 | val_loss: 0.0311784 | Time: 2628.04 ms [2021-01-22 00:40:15 main:574] : INFO : Epoch 1697 | loss: 0.0311669 | val_loss: 0.0311804 | Time: 2558.66 ms [2021-01-22 00:40:18 main:574] : INFO : Epoch 1698 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 2670.43 ms [2021-01-22 00:40:21 main:574] : INFO : Epoch 1699 | loss: 0.0311665 | val_loss: 0.0311798 | Time: 2654.18 ms [2021-01-22 00:40:23 main:574] : INFO : Epoch 1700 | loss: 0.0311664 | val_loss: 0.0311801 | Time: 2673.36 ms [2021-01-22 00:40:26 main:574] : INFO : Epoch 1701 | loss: 0.0311654 | val_loss: 0.0311791 | Time: 2696.45 ms [2021-01-22 00:40:29 main:574] : INFO : Epoch 1702 | loss: 0.0311646 | val_loss: 0.0311794 | Time: 2631.46 ms [2021-01-22 00:40:31 main:574] : INFO : Epoch 1703 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 2641.13 ms [2021-01-22 00:40:34 main:574] : INFO : Epoch 1704 | loss: 0.0311666 | val_loss: 0.0311773 | Time: 2652.84 ms [2021-01-22 00:40:37 main:574] : INFO : Epoch 1705 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 2577.81 ms [2021-01-22 00:40:39 main:574] : INFO : Epoch 1706 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 2540.1 ms [2021-01-22 00:40:42 main:574] : INFO : Epoch 1707 | loss: 0.031174 | val_loss: 0.0311774 | Time: 2652.73 ms [2021-01-22 00:40:45 main:574] : INFO : Epoch 1708 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 2568.73 ms [2021-01-22 00:40:47 main:574] : INFO : Epoch 1709 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 2269.68 ms [2021-01-22 00:40:50 main:574] : INFO : Epoch 1710 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 2551.36 ms [2021-01-22 00:40:52 main:574] : INFO : Epoch 1711 | loss: 0.0311699 | val_loss: 0.0311792 | Time: 2534.1 ms [2021-01-22 00:40:55 main:574] : INFO : Epoch 1712 | loss: 0.0311698 | val_loss: 0.031177 | Time: 2306.17 ms [2021-01-22 00:40:57 main:574] : INFO : Epoch 1713 | loss: 0.0311682 | val_loss: 0.031179 | Time: 2275.35 ms [2021-01-22 00:40:59 main:574] : INFO : Epoch 1714 | loss: 0.0311687 | val_loss: 0.0311795 | Time: 2304.67 ms [2021-01-22 00:41:01 main:574] : INFO : Epoch 1715 | loss: 0.0311686 | val_loss: 0.0311785 | Time: 2240.08 ms [2021-01-22 00:41:04 main:574] : INFO : Epoch 1716 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 2257.05 ms [2021-01-22 00:41:06 main:574] : INFO : Epoch 1717 | loss: 0.0311668 | val_loss: 0.0311806 | Time: 2272.33 ms [2021-01-22 00:41:09 main:574] : INFO : Epoch 1718 | loss: 0.0311698 | val_loss: 0.0311814 | Time: 2530.83 ms [2021-01-22 00:41:11 main:574] : INFO : Epoch 1719 | loss: 0.031168 | val_loss: 0.0311827 | Time: 2486.03 ms [2021-01-22 00:41:14 main:574] : INFO : Epoch 1720 | loss: 0.0311673 | val_loss: 0.0311793 | Time: 2456.51 ms [2021-01-22 00:41:16 main:574] : INFO : Epoch 1721 | loss: 0.0311657 | val_loss: 0.0311813 | Time: 2376.59 ms [2021-01-22 00:41:19 main:574] : INFO : Epoch 1722 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 2693.03 ms [2021-01-22 00:41:21 main:574] : INFO : Epoch 1723 | loss: 0.0311661 | val_loss: 0.0311816 | Time: 2514.92 ms [2021-01-22 00:41:24 main:574] : INFO : Epoch 1724 | loss: 0.0311642 | val_loss: 0.0311817 | Time: 2245.78 ms [2021-01-22 00:41:26 main:574] : INFO : Epoch 1725 | loss: 0.0311628 | val_loss: 0.0311774 | Time: 2632.23 ms [2021-01-22 00:41:29 main:574] : INFO : Epoch 1726 | loss: 0.0311657 | val_loss: 0.0311773 | Time: 2428.95 ms [2021-01-22 00:41:32 main:574] : INFO : Epoch 1727 | loss: 0.0311644 | val_loss: 0.0311784 | Time: 2583.33 ms [2021-01-22 00:41:34 main:574] : INFO : Epoch 1728 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 2653.4 ms [2021-01-22 00:41:37 main:574] : INFO : Epoch 1729 | loss: 0.031167 | val_loss: 0.0311821 | Time: 2580.37 ms [2021-01-22 00:41:39 main:574] : INFO : Epoch 1730 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 2500.27 ms [2021-01-22 00:41:42 main:574] : INFO : Epoch 1731 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 2432.37 ms [2021-01-22 00:41:44 main:574] : INFO : Epoch 1732 | loss: 0.0311636 | val_loss: 0.0311807 | Time: 2515.92 ms [2021-01-22 00:41:47 main:574] : INFO : Epoch 1733 | loss: 0.0311618 | val_loss: 0.0311779 | Time: 2519.16 ms [2021-01-22 00:41:50 main:574] : INFO : Epoch 1734 | loss: 0.0311625 | val_loss: 0.0311753 | Time: 2564.33 ms [2021-01-22 00:41:52 main:574] : INFO : Epoch 1735 | loss: 0.0311618 | val_loss: 0.0311819 | Time: 2575 ms [2021-01-22 00:41:55 main:574] : INFO : Epoch 1736 | loss: 0.0311626 | val_loss: 0.0311796 | Time: 2520.21 ms [2021-01-22 00:41:58 main:574] : INFO : Epoch 1737 | loss: 0.0311618 | val_loss: 0.03118 | Time: 2630.04 ms [2021-01-22 00:42:00 main:574] : INFO : Epoch 1738 | loss: 0.031162 | val_loss: 0.0311746 | Time: 2549.71 ms [2021-01-22 00:42:03 main:574] : INFO : Epoch 1739 | loss: 0.0311624 | val_loss: 0.0311757 | Time: 2531.08 ms [2021-01-22 00:42:05 main:574] : INFO : Epoch 1740 | loss: 0.0311638 | val_loss: 0.0311789 | Time: 2554.78 ms [2021-01-22 00:42:08 main:574] : INFO : Epoch 1741 | loss: 0.0311637 | val_loss: 0.0311749 | Time: 2499.78 ms [2021-01-22 00:42:11 main:574] : INFO : Epoch 1742 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 2586.72 ms [2021-01-22 00:42:13 main:574] : INFO : Epoch 1743 | loss: 0.0311624 | val_loss: 0.0311772 | Time: 2481.66 ms [2021-01-22 00:42:16 main:574] : INFO : Epoch 1744 | loss: 0.0311618 | val_loss: 0.0311773 | Time: 2484.22 ms [2021-01-22 00:42:18 main:574] : INFO : Epoch 1745 | loss: 0.031167 | val_loss: 0.0311769 | Time: 2531.55 ms [2021-01-22 00:42:21 main:574] : INFO : Epoch 1746 | loss: 0.0311662 | val_loss: 0.0311776 | Time: 2579.53 ms [2021-01-22 00:42:24 main:574] : INFO : Epoch 1747 | loss: 0.0311682 | val_loss: 0.0311841 | Time: 2632.83 ms [2021-01-22 00:42:26 main:574] : INFO : Epoch 1748 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 2458.72 ms [2021-01-22 00:42:29 main:574] : INFO : Epoch 1749 | loss: 0.0311643 | val_loss: 0.0311731 | Time: 2535.5 ms [2021-01-22 00:42:32 main:574] : INFO : Epoch 1750 | loss: 0.0311666 | val_loss: 0.0311785 | Time: 2577.29 ms [2021-01-22 00:42:34 main:574] : INFO : Epoch 1751 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 2604.7 ms [2021-01-22 00:42:37 main:574] : INFO : Epoch 1752 | loss: 0.0311641 | val_loss: 0.0311769 | Time: 2609.38 ms [2021-01-22 00:42:40 main:574] : INFO : Epoch 1753 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 2711.23 ms [2021-01-22 00:42:42 main:574] : INFO : Epoch 1754 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 2701.14 ms [2021-01-22 00:42:45 main:574] : INFO : Epoch 1755 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 2638.26 ms [2021-01-22 00:42:48 main:574] : INFO : Epoch 1756 | loss: 0.0311648 | val_loss: 0.0311806 | Time: 2498.37 ms [2021-01-22 00:42:50 main:574] : INFO : Epoch 1757 | loss: 0.0311624 | val_loss: 0.0311757 | Time: 2604.14 ms [2021-01-22 00:42:53 main:574] : INFO : Epoch 1758 | loss: 0.0311625 | val_loss: 0.0311753 | Time: 2579.66 ms [2021-01-22 00:42:56 main:574] : INFO : Epoch 1759 | loss: 0.0311623 | val_loss: 0.0311735 | Time: 2569.62 ms [2021-01-22 00:42:58 main:574] : INFO : Epoch 1760 | loss: 0.0311604 | val_loss: 0.0311766 | Time: 2625.17 ms [2021-01-22 00:43:01 main:574] : INFO : Epoch 1761 | loss: 0.0311599 | val_loss: 0.0311765 | Time: 2608.33 ms [2021-01-22 00:43:04 main:574] : INFO : Epoch 1762 | loss: 0.031162 | val_loss: 0.0311763 | Time: 2470.69 ms [2021-01-22 00:43:06 main:574] : INFO : Epoch 1763 | loss: 0.0311614 | val_loss: 0.0311778 | Time: 2700.3 ms [2021-01-22 00:43:09 main:574] : INFO : Epoch 1764 | loss: 0.0311625 | val_loss: 0.031176 | Time: 2623.1 ms [2021-01-22 00:43:12 main:574] : INFO : Epoch 1765 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 2538.85 ms [2021-01-22 00:43:14 main:574] : INFO : Epoch 1766 | loss: 0.0311625 | val_loss: 0.0311776 | Time: 2516.92 ms [2021-01-22 00:43:17 main:574] : INFO : Epoch 1767 | loss: 0.0311622 | val_loss: 0.0311768 | Time: 2506.93 ms [2021-01-22 00:43:19 main:574] : INFO : Epoch 1768 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 2588.1 ms [2021-01-22 00:43:22 main:574] : INFO : Epoch 1769 | loss: 0.0311618 | val_loss: 0.0311772 | Time: 2546.01 ms [2021-01-22 00:43:25 main:574] : INFO : Epoch 1770 | loss: 0.0311636 | val_loss: 0.0311779 | Time: 2544.84 ms [2021-01-22 00:43:27 main:574] : INFO : Epoch 1771 | loss: 0.0311641 | val_loss: 0.0311781 | Time: 2579.26 ms [2021-01-22 00:43:30 main:574] : INFO : Epoch 1772 | loss: 0.0311715 | val_loss: 0.0311853 | Time: 2554.1 ms [2021-01-22 00:43:33 main:574] : INFO : Epoch 1773 | loss: 0.0311811 | val_loss: 0.0311892 | Time: 2610.81 ms [2021-01-22 00:43:35 main:574] : INFO : Epoch 1774 | loss: 0.0311896 | val_loss: 0.0311852 | Time: 2602.54 ms [2021-01-22 00:43:38 main:574] : INFO : Epoch 1775 | loss: 0.0311848 | val_loss: 0.0311836 | Time: 2566.91 ms [2021-01-22 00:43:41 main:574] : INFO : Epoch 1776 | loss: 0.0311824 | val_loss: 0.0311849 | Time: 2490.84 ms [2021-01-22 00:43:43 main:574] : INFO : Epoch 1777 | loss: 0.0311818 | val_loss: 0.0311803 | Time: 2699.66 ms [2021-01-22 00:43:46 main:574] : INFO : Epoch 1778 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 2570.58 ms [2021-01-22 00:43:49 main:574] : INFO : Epoch 1779 | loss: 0.031176 | val_loss: 0.0311801 | Time: 2617.15 ms [2021-01-22 00:43:51 main:574] : INFO : Epoch 1780 | loss: 0.0311766 | val_loss: 0.0311771 | Time: 2580.55 ms [2021-01-22 00:43:54 main:574] : INFO : Epoch 1781 | loss: 0.0311728 | val_loss: 0.0311785 | Time: 2520.87 ms [2021-01-22 00:43:56 main:574] : INFO : Epoch 1782 | loss: 0.0311727 | val_loss: 0.0311806 | Time: 2487.86 ms [2021-01-22 00:43:59 main:574] : INFO : Epoch 1783 | loss: 0.0311723 | val_loss: 0.03118 | Time: 2512.37 ms [2021-01-22 00:44:02 main:574] : INFO : Epoch 1784 | loss: 0.0311715 | val_loss: 0.0311793 | Time: 2666.45 ms [2021-01-22 00:44:05 main:574] : INFO : Epoch 1785 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 2553.43 ms [2021-01-22 00:44:07 main:574] : INFO : Epoch 1786 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2645.55 ms [2021-01-22 00:44:10 main:574] : INFO : Epoch 1787 | loss: 0.0311764 | val_loss: 0.0311886 | Time: 2453.46 ms [2021-01-22 00:44:12 main:574] : INFO : Epoch 1788 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 2606.64 ms [2021-01-22 00:44:15 main:574] : INFO : Epoch 1789 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 2508.11 ms [2021-01-22 00:44:18 main:574] : INFO : Epoch 1790 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 2531.46 ms [2021-01-22 00:44:20 main:574] : INFO : Epoch 1791 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 2575.2 ms [2021-01-22 00:44:23 main:574] : INFO : Epoch 1792 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 2565.2 ms [2021-01-22 00:44:25 main:574] : INFO : Epoch 1793 | loss: 0.0311743 | val_loss: 0.0311849 | Time: 2605.73 ms [2021-01-22 00:44:28 main:574] : INFO : Epoch 1794 | loss: 0.0311738 | val_loss: 0.0311736 | Time: 2424.13 ms [2021-01-22 00:44:31 main:574] : INFO : Epoch 1795 | loss: 0.0311719 | val_loss: 0.0311741 | Time: 2640.34 ms [2021-01-22 00:44:33 main:574] : INFO : Epoch 1796 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 2562.09 ms [2021-01-22 00:44:36 main:574] : INFO : Epoch 1797 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 2511.22 ms [2021-01-22 00:44:39 main:574] : INFO : Epoch 1798 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 2641.44 ms [2021-01-22 00:44:41 main:574] : INFO : Epoch 1799 | loss: 0.0311687 | val_loss: 0.0311784 | Time: 2597.07 ms [2021-01-22 00:44:44 main:574] : INFO : Epoch 1800 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 2462.11 ms [2021-01-22 00:44:46 main:574] : INFO : Epoch 1801 | loss: 0.0311669 | val_loss: 0.0311782 | Time: 2539.65 ms [2021-01-22 00:44:49 main:574] : INFO : Epoch 1802 | loss: 0.0311667 | val_loss: 0.0311789 | Time: 2637.83 ms [2021-01-22 00:44:52 main:574] : INFO : Epoch 1803 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 2533.46 ms [2021-01-22 00:44:54 main:574] : INFO : Epoch 1804 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 2569.26 ms [2021-01-22 00:44:57 main:574] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.0311785 | Time: 2759.94 ms [2021-01-22 00:45:00 main:574] : INFO : Epoch 1806 | loss: 0.031165 | val_loss: 0.0311764 | Time: 2454.51 ms [2021-01-22 00:45:02 main:574] : INFO : Epoch 1807 | loss: 0.0311645 | val_loss: 0.031178 | Time: 2411.91 ms [2021-01-22 00:45:05 main:574] : INFO : Epoch 1808 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 2576.38 ms [2021-01-22 00:45:07 main:574] : INFO : Epoch 1809 | loss: 0.0311642 | val_loss: 0.0311792 | Time: 2469.49 ms [2021-01-22 00:45:10 main:574] : INFO : Epoch 1810 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 2557.99 ms [2021-01-22 00:45:12 main:574] : INFO : Epoch 1811 | loss: 0.0311674 | val_loss: 0.0311848 | Time: 2551.33 ms [2021-01-22 00:45:15 main:574] : INFO : Epoch 1812 | loss: 0.0311676 | val_loss: 0.0311819 | Time: 2625.18 ms [2021-01-22 00:45:18 main:574] : INFO : Epoch 1813 | loss: 0.031167 | val_loss: 0.0311784 | Time: 2605.07 ms [2021-01-22 00:45:20 main:574] : INFO : Epoch 1814 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 2630.81 ms [2021-01-22 00:45:23 main:574] : INFO : Epoch 1815 | loss: 0.0311659 | val_loss: 0.0311796 | Time: 2587.97 ms [2021-01-22 00:45:26 main:574] : INFO : Epoch 1816 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 2589.51 ms [2021-01-22 00:45:28 main:574] : INFO : Epoch 1817 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 2515.05 ms [2021-01-22 00:45:31 main:574] : INFO : Epoch 1818 | loss: 0.0311653 | val_loss: 0.031179 | Time: 2523.94 ms [2021-01-22 00:45:33 main:574] : INFO : Epoch 1819 | loss: 0.0311659 | val_loss: 0.0311778 | Time: 2510.78 ms [2021-01-22 00:45:36 main:574] : INFO : Epoch 1820 | loss: 0.0311646 | val_loss: 0.03118 | Time: 2536.6 ms [2021-01-22 00:45:38 main:574] : INFO : Epoch 1821 | loss: 0.0311643 | val_loss: 0.0311817 | Time: 2348.87 ms [2021-01-22 00:45:41 main:574] : INFO : Epoch 1822 | loss: 0.0311674 | val_loss: 0.0311826 | Time: 2469.05 ms [2021-01-22 00:45:44 main:574] : INFO : Epoch 1823 | loss: 0.0311694 | val_loss: 0.0311922 | Time: 2534.46 ms [2021-01-22 00:45:46 main:574] : INFO : Epoch 1824 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 2638.33 ms [2021-01-22 00:45:49 main:574] : INFO : Epoch 1825 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 2537.66 ms [2021-01-22 00:45:52 main:574] : INFO : Epoch 1826 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 2528.8 ms [2021-01-22 00:45:54 main:574] : INFO : Epoch 1827 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 2516.69 ms [2021-01-22 00:45:57 main:574] : INFO : Epoch 1828 | loss: 0.0311766 | val_loss: 0.0311858 | Time: 2556.4 ms [2021-01-22 00:45:59 main:574] : INFO : Epoch 1829 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 2483.57 ms [2021-01-22 00:46:02 main:574] : INFO : Epoch 1830 | loss: 0.031176 | val_loss: 0.0311806 | Time: 2486.48 ms [2021-01-22 00:46:05 main:574] : INFO : Epoch 1831 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 2507.06 ms [2021-01-22 00:46:07 main:574] : INFO : Epoch 1832 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 2572.79 ms [2021-01-22 00:46:10 main:574] : INFO : Epoch 1833 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 2507.28 ms [2021-01-22 00:46:12 main:574] : INFO : Epoch 1834 | loss: 0.0311725 | val_loss: 0.0311844 | Time: 2592.7 ms [2021-01-22 00:46:15 main:574] : INFO : Epoch 1835 | loss: 0.031173 | val_loss: 0.031179 | Time: 2593.78 ms [2021-01-22 00:46:18 main:574] : INFO : Epoch 1836 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 2467.22 ms [2021-01-22 00:46:20 main:574] : INFO : Epoch 1837 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 2421.8 ms [2021-01-22 00:46:23 main:574] : INFO : Epoch 1838 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 2603.34 ms [2021-01-22 00:46:25 main:574] : INFO : Epoch 1839 | loss: 0.0311681 | val_loss: 0.0311794 | Time: 2524.29 ms [2021-01-22 00:46:28 main:574] : INFO : Epoch 1840 | loss: 0.0311688 | val_loss: 0.0311771 | Time: 2642.93 ms [2021-01-22 00:46:31 main:574] : INFO : Epoch 1841 | loss: 0.0311703 | val_loss: 0.0311847 | Time: 2538.84 ms [2021-01-22 00:46:33 main:574] : INFO : Epoch 1842 | loss: 0.031169 | val_loss: 0.0311763 | Time: 2610.33 ms [2021-01-22 00:46:36 main:574] : INFO : Epoch 1843 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 2580.65 ms [2021-01-22 00:46:39 main:574] : INFO : Epoch 1844 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 2544.48 ms [2021-01-22 00:46:41 main:574] : INFO : Epoch 1845 | loss: 0.0311689 | val_loss: 0.0311772 | Time: 2527.77 ms [2021-01-22 00:46:44 main:574] : INFO : Epoch 1846 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 2596.97 ms [2021-01-22 00:46:47 main:574] : INFO : Epoch 1847 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 2708.34 ms [2021-01-22 00:46:49 main:574] : INFO : Epoch 1848 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 2480.07 ms [2021-01-22 00:46:52 main:574] : INFO : Epoch 1849 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 2578.12 ms [2021-01-22 00:46:55 main:574] : INFO : Epoch 1850 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 2588.28 ms [2021-01-22 00:46:57 main:574] : INFO : Epoch 1851 | loss: 0.0311646 | val_loss: 0.0311791 | Time: 2507.48 ms [2021-01-22 00:47:00 main:574] : INFO : Epoch 1852 | loss: 0.0311651 | val_loss: 0.0311783 | Time: 2609.43 ms [2021-01-22 00:47:02 main:574] : INFO : Epoch 1853 | loss: 0.0311677 | val_loss: 0.0311817 | Time: 2501.52 ms [2021-01-22 00:47:05 main:574] : INFO : Epoch 1854 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 2581.24 ms [2021-01-22 00:47:08 main:574] : INFO : Epoch 1855 | loss: 0.0311655 | val_loss: 0.0311811 | Time: 2573.72 ms [2021-01-22 00:47:10 main:574] : INFO : Epoch 1856 | loss: 0.0311642 | val_loss: 0.0311812 | Time: 2626.66 ms [2021-01-22 00:47:13 main:574] : INFO : Epoch 1857 | loss: 0.0311634 | val_loss: 0.0311807 | Time: 2442.53 ms [2021-01-22 00:47:15 main:574] : INFO : Epoch 1858 | loss: 0.0311649 | val_loss: 0.0311851 | Time: 2556.94 ms [2021-01-22 00:47:18 main:574] : INFO : Epoch 1859 | loss: 0.031167 | val_loss: 0.031183 | Time: 2625.09 ms [2021-01-22 00:47:21 main:574] : INFO : Epoch 1860 | loss: 0.0311649 | val_loss: 0.0311845 | Time: 2616.28 ms [2021-01-22 00:47:23 main:574] : INFO : Epoch 1861 | loss: 0.0311653 | val_loss: 0.0311802 | Time: 2503.29 ms [2021-01-22 00:47:26 main:574] : INFO : Epoch 1862 | loss: 0.0311625 | val_loss: 0.0311765 | Time: 2562.09 ms [2021-01-22 00:47:29 main:574] : INFO : Epoch 1863 | loss: 0.0311632 | val_loss: 0.0311823 | Time: 2449.8 ms [2021-01-22 00:47:31 main:574] : INFO : Epoch 1864 | loss: 0.031164 | val_loss: 0.0311764 | Time: 2644.53 ms [2021-01-22 00:47:34 main:574] : INFO : Epoch 1865 | loss: 0.031163 | val_loss: 0.0311773 | Time: 2515.94 ms [2021-01-22 00:47:37 main:574] : INFO : Epoch 1866 | loss: 0.0311625 | val_loss: 0.031177 | Time: 2570.19 ms [2021-01-22 00:47:39 main:574] : INFO : Epoch 1867 | loss: 0.0311614 | val_loss: 0.0311799 | Time: 2612.7 ms [2021-01-22 00:47:42 main:574] : INFO : Epoch 1868 | loss: 0.0311604 | val_loss: 0.031179 | Time: 2598.71 ms [2021-01-22 00:47:44 main:574] : INFO : Epoch 1869 | loss: 0.0311634 | val_loss: 0.0311814 | Time: 2629.68 ms [2021-01-22 00:47:47 main:574] : INFO : Epoch 1870 | loss: 0.031165 | val_loss: 0.0311803 | Time: 2490.9 ms [2021-01-22 00:47:50 main:574] : INFO : Epoch 1871 | loss: 0.0311646 | val_loss: 0.0311786 | Time: 2573.55 ms [2021-01-22 00:47:52 main:574] : INFO : Epoch 1872 | loss: 0.0311648 | val_loss: 0.0311806 | Time: 2552.25 ms [2021-01-22 00:47:55 main:574] : INFO : Epoch 1873 | loss: 0.0311646 | val_loss: 0.0311801 | Time: 2461.41 ms [2021-01-22 00:47:58 main:574] : INFO : Epoch 1874 | loss: 0.0311628 | val_loss: 0.0311823 | Time: 2578.17 ms [2021-01-22 00:48:00 main:574] : INFO : Epoch 1875 | loss: 0.0311621 | val_loss: 0.0311811 | Time: 2468.73 ms [2021-01-22 00:48:03 main:574] : INFO : Epoch 1876 | loss: 0.0311621 | val_loss: 0.031179 | Time: 2550.53 ms [2021-01-22 00:48:05 main:574] : INFO : Epoch 1877 | loss: 0.0311611 | val_loss: 0.0311775 | Time: 2597.82 ms [2021-01-22 00:48:08 main:574] : INFO : Epoch 1878 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 2591.95 ms [2021-01-22 00:48:11 main:574] : INFO : Epoch 1879 | loss: 0.0311619 | val_loss: 0.0311786 | Time: 2542.6 ms [2021-01-22 00:48:13 main:574] : INFO : Epoch 1880 | loss: 0.0311598 | val_loss: 0.0311817 | Time: 2624.55 ms [2021-01-22 00:48:16 main:574] : INFO : Epoch 1881 | loss: 0.0311587 | val_loss: 0.0311794 | Time: 2459.95 ms [2021-01-22 00:48:18 main:574] : INFO : Epoch 1882 | loss: 0.0311596 | val_loss: 0.0311788 | Time: 2488.68 ms [2021-01-22 00:48:21 main:574] : INFO : Epoch 1883 | loss: 0.0311595 | val_loss: 0.0311813 | Time: 2712.68 ms [2021-01-22 00:48:24 main:574] : INFO : Epoch 1884 | loss: 0.0311587 | val_loss: 0.0311812 | Time: 2626.6 ms [2021-01-22 00:48:26 main:574] : INFO : Epoch 1885 | loss: 0.0311573 | val_loss: 0.0311892 | Time: 2564.73 ms [2021-01-22 00:48:29 main:574] : INFO : Epoch 1886 | loss: 0.031162 | val_loss: 0.0311829 | Time: 2575.68 ms [2021-01-22 00:48:32 main:574] : INFO : Epoch 1887 | loss: 0.0311576 | val_loss: 0.031178 | Time: 2551.1 ms [2021-01-22 00:48:34 main:574] : INFO : Epoch 1888 | loss: 0.031157 | val_loss: 0.0311847 | Time: 2599.46 ms [2021-01-22 00:48:37 main:574] : INFO : Epoch 1889 | loss: 0.0311579 | val_loss: 0.0311834 | Time: 2485.73 ms [2021-01-22 00:48:39 main:574] : INFO : Epoch 1890 | loss: 0.0311567 | val_loss: 0.0311871 | Time: 2603.15 ms [2021-01-22 00:48:42 main:574] : INFO : Epoch 1891 | loss: 0.0311618 | val_loss: 0.0311859 | Time: 2626.76 ms [2021-01-22 00:48:45 main:574] : INFO : Epoch 1892 | loss: 0.0311629 | val_loss: 0.0311854 | Time: 2547.7 ms [2021-01-22 00:48:48 main:574] : INFO : Epoch 1893 | loss: 0.0311631 | val_loss: 0.0311868 | Time: 2642.07 ms [2021-01-22 00:48:50 main:574] : INFO : Epoch 1894 | loss: 0.031161 | val_loss: 0.0311837 | Time: 2568.57 ms [2021-01-22 00:48:53 main:574] : INFO : Epoch 1895 | loss: 0.0311612 | val_loss: 0.0311886 | Time: 2508.91 ms [2021-01-22 00:48:55 main:574] : INFO : Epoch 1896 | loss: 0.0311598 | val_loss: 0.0311866 | Time: 2538.94 ms [2021-01-22 00:48:58 main:574] : INFO : Epoch 1897 | loss: 0.0311609 | val_loss: 0.0311877 | Time: 2500.67 ms [2021-01-22 00:49:01 main:574] : INFO : Epoch 1898 | loss: 0.0311594 | val_loss: 0.0311859 | Time: 2506.63 ms [2021-01-22 00:49:03 main:574] : INFO : Epoch 1899 | loss: 0.0311596 | val_loss: 0.0311864 | Time: 2567.61 ms [2021-01-22 00:49:06 main:574] : INFO : Epoch 1900 | loss: 0.0311643 | val_loss: 0.0311815 | Time: 2577.84 ms [2021-01-22 00:49:08 main:574] : INFO : Epoch 1901 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 2547.53 ms [2021-01-22 00:49:11 main:574] : INFO : Epoch 1902 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 2469.19 ms [2021-01-22 00:49:14 main:574] : INFO : Epoch 1903 | loss: 0.031175 | val_loss: 0.031179 | Time: 2554.67 ms [2021-01-22 00:49:16 main:574] : INFO : Epoch 1904 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 2566.75 ms [2021-01-22 00:49:19 main:574] : INFO : Epoch 1905 | loss: 0.0311701 | val_loss: 0.0311802 | Time: 2532.26 ms [2021-01-22 00:49:21 main:574] : INFO : Epoch 1906 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 2580.98 ms [2021-01-22 00:49:24 main:574] : INFO : Epoch 1907 | loss: 0.0311685 | val_loss: 0.0311836 | Time: 2621.61 ms [2021-01-22 00:49:27 main:574] : INFO : Epoch 1908 | loss: 0.0311671 | val_loss: 0.0311863 | Time: 2651.27 ms [2021-01-22 00:49:29 main:574] : INFO : Epoch 1909 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 2434.88 ms [2021-01-22 00:49:32 main:574] : INFO : Epoch 1910 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 2598.7 ms [2021-01-22 00:49:35 main:574] : INFO : Epoch 1911 | loss: 0.0311765 | val_loss: 0.0311764 | Time: 2548.99 ms [2021-01-22 00:49:37 main:574] : INFO : Epoch 1912 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 2593.06 ms [2021-01-22 00:49:40 main:574] : INFO : Epoch 1913 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 2669.91 ms [2021-01-22 00:49:43 main:574] : INFO : Epoch 1914 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 2601.22 ms [2021-01-22 00:49:45 main:574] : INFO : Epoch 1915 | loss: 0.0311704 | val_loss: 0.0311787 | Time: 2564.62 ms [2021-01-22 00:49:48 main:574] : INFO : Epoch 1916 | loss: 0.0311683 | val_loss: 0.031176 | Time: 2665.15 ms [2021-01-22 00:49:51 main:574] : INFO : Epoch 1917 | loss: 0.031168 | val_loss: 0.0311771 | Time: 2517.85 ms [2021-01-22 00:49:53 main:574] : INFO : Epoch 1918 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 2533.49 ms [2021-01-22 00:49:56 main:574] : INFO : Epoch 1919 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 2593.22 ms [2021-01-22 00:49:59 main:574] : INFO : Epoch 1920 | loss: 0.031166 | val_loss: 0.0311752 | Time: 2609.98 ms [2021-01-22 00:50:01 main:574] : INFO : Epoch 1921 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 2610.62 ms [2021-01-22 00:50:04 main:574] : INFO : Epoch 1922 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 2407.95 ms [2021-01-22 00:50:06 main:574] : INFO : Epoch 1923 | loss: 0.0311678 | val_loss: 0.0311778 | Time: 2620.32 ms [2021-01-22 00:50:09 main:574] : INFO : Epoch 1924 | loss: 0.0311654 | val_loss: 0.0311792 | Time: 2483.45 ms [2021-01-22 00:50:11 main:574] : INFO : Epoch 1925 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 2482.15 ms [2021-01-22 00:50:14 main:574] : INFO : Epoch 1926 | loss: 0.0311679 | val_loss: 0.0311831 | Time: 2657.72 ms [2021-01-22 00:50:17 main:574] : INFO : Epoch 1927 | loss: 0.0311656 | val_loss: 0.0311752 | Time: 2556.31 ms [2021-01-22 00:50:19 main:574] : INFO : Epoch 1928 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 2610.12 ms [2021-01-22 00:50:22 main:574] : INFO : Epoch 1929 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 2570.39 ms [2021-01-22 00:50:25 main:574] : INFO : Epoch 1930 | loss: 0.0311641 | val_loss: 0.0311759 | Time: 2555.21 ms [2021-01-22 00:50:27 main:574] : INFO : Epoch 1931 | loss: 0.0311623 | val_loss: 0.0311751 | Time: 2604.18 ms [2021-01-22 00:50:30 main:574] : INFO : Epoch 1932 | loss: 0.0311614 | val_loss: 0.0311783 | Time: 2591.75 ms [2021-01-22 00:50:32 main:574] : INFO : Epoch 1933 | loss: 0.0311641 | val_loss: 0.0311848 | Time: 2478.3 ms [2021-01-22 00:50:35 main:574] : INFO : Epoch 1934 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 2555.88 ms [2021-01-22 00:50:38 main:574] : INFO : Epoch 1935 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 2552.34 ms [2021-01-22 00:50:40 main:574] : INFO : Epoch 1936 | loss: 0.0311606 | val_loss: 0.031177 | Time: 2557.75 ms [2021-01-22 00:50:43 main:574] : INFO : Epoch 1937 | loss: 0.0311606 | val_loss: 0.0311759 | Time: 2613.03 ms [2021-01-22 00:50:46 main:574] : INFO : Epoch 1938 | loss: 0.0311616 | val_loss: 0.0311889 | Time: 2609.73 ms [2021-01-22 00:50:48 main:574] : INFO : Epoch 1939 | loss: 0.0311614 | val_loss: 0.031183 | Time: 2630.59 ms [2021-01-22 00:50:51 main:574] : INFO : Epoch 1940 | loss: 0.0311612 | val_loss: 0.0311803 | Time: 2718.76 ms [2021-01-22 00:50:54 main:574] : INFO : Epoch 1941 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 2460.52 ms [2021-01-22 00:50:56 main:574] : INFO : Epoch 1942 | loss: 0.0311612 | val_loss: 0.0311778 | Time: 2550.47 ms [2021-01-22 00:50:59 main:574] : INFO : Epoch 1943 | loss: 0.0311606 | val_loss: 0.0311768 | Time: 2576.81 ms [2021-01-22 00:51:02 main:574] : INFO : Epoch 1944 | loss: 0.0311619 | val_loss: 0.0311778 | Time: 2597.34 ms [2021-01-22 00:51:04 main:574] : INFO : Epoch 1945 | loss: 0.0311603 | val_loss: 0.0311767 | Time: 2630.39 ms [2021-01-22 00:51:07 main:574] : INFO : Epoch 1946 | loss: 0.0311603 | val_loss: 0.0311787 | Time: 2646.88 ms [2021-01-22 00:51:10 main:574] : INFO : Epoch 1947 | loss: 0.0311631 | val_loss: 0.0311837 | Time: 2621.46 ms [2021-01-22 00:51:13 main:574] : INFO : Epoch 1948 | loss: 0.031165 | val_loss: 0.0311815 | Time: 2665.81 ms [2021-01-22 00:51:15 main:574] : INFO : Epoch 1949 | loss: 0.0311633 | val_loss: 0.0311817 | Time: 2612.69 ms [2021-01-22 00:51:18 main:574] : INFO : Epoch 1950 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 2708.92 ms [2021-01-22 00:51:21 main:574] : INFO : Epoch 1951 | loss: 0.0311637 | val_loss: 0.0311803 | Time: 2551.02 ms [2021-01-22 00:51:23 main:574] : INFO : Epoch 1952 | loss: 0.031162 | val_loss: 0.0311802 | Time: 2637.25 ms [2021-01-22 00:51:26 main:574] : INFO : Epoch 1953 | loss: 0.0311628 | val_loss: 0.0311848 | Time: 2566.6 ms [2021-01-22 00:51:29 main:574] : INFO : Epoch 1954 | loss: 0.0311726 | val_loss: 0.0311905 | Time: 2590.43 ms [2021-01-22 00:51:31 main:574] : INFO : Epoch 1955 | loss: 0.0311685 | val_loss: 0.0311801 | Time: 2632.29 ms [2021-01-22 00:51:34 main:574] : INFO : Epoch 1956 | loss: 0.0311646 | val_loss: 0.0311785 | Time: 2493.84 ms [2021-01-22 00:51:37 main:574] : INFO : Epoch 1957 | loss: 0.0311633 | val_loss: 0.0311808 | Time: 2457.82 ms [2021-01-22 00:51:39 main:574] : INFO : Epoch 1958 | loss: 0.0311634 | val_loss: 0.0311815 | Time: 2629.05 ms [2021-01-22 00:51:42 main:574] : INFO : Epoch 1959 | loss: 0.0311613 | val_loss: 0.0311843 | Time: 2638.49 ms [2021-01-22 00:51:45 main:574] : INFO : Epoch 1960 | loss: 0.0311619 | val_loss: 0.0311799 | Time: 2615.84 ms [2021-01-22 00:51:47 main:574] : INFO : Epoch 1961 | loss: 0.0311617 | val_loss: 0.0311861 | Time: 2588.96 ms [2021-01-22 00:51:50 main:574] : INFO : Epoch 1962 | loss: 0.0311613 | val_loss: 0.031181 | Time: 2538.37 ms [2021-01-22 00:51:53 main:574] : INFO : Epoch 1963 | loss: 0.0311607 | val_loss: 0.0311778 | Time: 2550.54 ms [2021-01-22 00:51:55 main:574] : INFO : Epoch 1964 | loss: 0.0311598 | val_loss: 0.0311847 | Time: 2594.87 ms [2021-01-22 00:51:58 main:574] : INFO : Epoch 1965 | loss: 0.0311652 | val_loss: 0.031179 | Time: 2465.09 ms [2021-01-22 00:52:00 main:574] : INFO : Epoch 1966 | loss: 0.031166 | val_loss: 0.0311793 | Time: 2572.07 ms [2021-01-22 00:52:03 main:574] : INFO : Epoch 1967 | loss: 0.0311652 | val_loss: 0.0311821 | Time: 2592.74 ms [2021-01-22 00:52:06 main:574] : INFO : Epoch 1968 | loss: 0.0311681 | val_loss: 0.031184 | Time: 2429.41 ms [2021-01-22 00:52:08 main:574] : INFO : Epoch 1969 | loss: 0.0311668 | val_loss: 0.0311789 | Time: 2633.68 ms [2021-01-22 00:52:11 main:574] : INFO : Epoch 1970 | loss: 0.0311653 | val_loss: 0.0311778 | Time: 2473.82 ms [2021-01-22 00:52:14 main:574] : INFO : Epoch 1971 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 2620.91 ms [2021-01-22 00:52:16 main:574] : INFO : Epoch 1972 | loss: 0.031164 | val_loss: 0.0311788 | Time: 2664.43 ms [2021-01-22 00:52:19 main:574] : INFO : Epoch 1973 | loss: 0.0311635 | val_loss: 0.031178 | Time: 2634.61 ms [2021-01-22 00:52:22 main:574] : INFO : Epoch 1974 | loss: 0.031162 | val_loss: 0.0311779 | Time: 2592.15 ms [2021-01-22 00:52:24 main:574] : INFO : Epoch 1975 | loss: 0.031163 | val_loss: 0.0311764 | Time: 2634.95 ms [2021-01-22 00:52:27 main:574] : INFO : Epoch 1976 | loss: 0.031163 | val_loss: 0.03118 | Time: 2594.27 ms [2021-01-22 00:52:30 main:574] : INFO : Epoch 1977 | loss: 0.0311649 | val_loss: 0.0311783 | Time: 2580.95 ms [2021-01-22 00:52:32 main:574] : INFO : Epoch 1978 | loss: 0.0311667 | val_loss: 0.0311806 | Time: 2577.81 ms [2021-01-22 00:52:35 main:574] : INFO : Epoch 1979 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 2644.34 ms [2021-01-22 00:52:38 main:574] : INFO : Epoch 1980 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 2604.09 ms [2021-01-22 00:52:40 main:574] : INFO : Epoch 1981 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 2477.03 ms [2021-01-22 00:52:43 main:574] : INFO : Epoch 1982 | loss: 0.0311638 | val_loss: 0.0311774 | Time: 2576.94 ms [2021-01-22 00:52:46 main:574] : INFO : Epoch 1983 | loss: 0.031165 | val_loss: 0.0311812 | Time: 2629.44 ms [2021-01-22 00:52:48 main:574] : INFO : Epoch 1984 | loss: 0.031164 | val_loss: 0.0311808 | Time: 2599.27 ms [2021-01-22 00:52:51 main:574] : INFO : Epoch 1985 | loss: 0.0311622 | val_loss: 0.0311796 | Time: 2468.02 ms [2021-01-22 00:52:54 main:574] : INFO : Epoch 1986 | loss: 0.0311631 | val_loss: 0.031184 | Time: 2692.03 ms [2021-01-22 00:52:56 main:574] : INFO : Epoch 1987 | loss: 0.0311683 | val_loss: 0.0311857 | Time: 2555.12 ms [2021-01-22 00:52:59 main:574] : INFO : Epoch 1988 | loss: 0.0311613 | val_loss: 0.0311787 | Time: 2609.37 ms [2021-01-22 00:53:02 main:574] : INFO : Epoch 1989 | loss: 0.031159 | val_loss: 0.0311777 | Time: 2481.95 ms [2021-01-22 00:53:04 main:574] : INFO : Epoch 1990 | loss: 0.0311578 | val_loss: 0.0311809 | Time: 2604.05 ms [2021-01-22 00:53:07 main:574] : INFO : Epoch 1991 | loss: 0.0311579 | val_loss: 0.0311802 | Time: 2560.18 ms [2021-01-22 00:53:10 main:574] : INFO : Epoch 1992 | loss: 0.031157 | val_loss: 0.0311806 | Time: 2673.52 ms [2021-01-22 00:53:12 main:574] : INFO : Epoch 1993 | loss: 0.0311595 | val_loss: 0.0311795 | Time: 2579.51 ms [2021-01-22 00:53:15 main:574] : INFO : Epoch 1994 | loss: 0.0311608 | val_loss: 0.0311787 | Time: 2512.59 ms [2021-01-22 00:53:18 main:574] : INFO : Epoch 1995 | loss: 0.0311588 | val_loss: 0.0311749 | Time: 2542.88 ms [2021-01-22 00:53:20 main:574] : INFO : Epoch 1996 | loss: 0.0311584 | val_loss: 0.0311816 | Time: 2524.05 ms [2021-01-22 00:53:23 main:574] : INFO : Epoch 1997 | loss: 0.0311581 | val_loss: 0.0311827 | Time: 2625.46 ms [2021-01-22 00:53:26 main:574] : INFO : Epoch 1998 | loss: 0.0311581 | val_loss: 0.0311758 | Time: 2611.75 ms [2021-01-22 00:53:28 main:574] : INFO : Epoch 1999 | loss: 0.0311557 | val_loss: 0.0311761 | Time: 2570.83 ms [2021-01-22 00:53:31 main:574] : INFO : Epoch 2000 | loss: 0.0311549 | val_loss: 0.0311757 | Time: 2570.39 ms [2021-01-22 00:53:34 main:574] : INFO : Epoch 2001 | loss: 0.031155 | val_loss: 0.0311731 | Time: 2547.94 ms [2021-01-22 00:53:36 main:574] : INFO : Epoch 2002 | loss: 0.0311568 | val_loss: 0.0311798 | Time: 2651.26 ms [2021-01-22 00:53:39 main:574] : INFO : Epoch 2003 | loss: 0.0311561 | val_loss: 0.0311776 | Time: 2662.28 ms [2021-01-22 00:53:42 main:574] : INFO : Epoch 2004 | loss: 0.0311551 | val_loss: 0.031178 | Time: 2524.47 ms [2021-01-22 00:53:44 main:574] : INFO : Epoch 2005 | loss: 0.0311545 | val_loss: 0.0311757 | Time: 2467.16 ms [2021-01-22 00:53:47 main:574] : INFO : Epoch 2006 | loss: 0.0311552 | val_loss: 0.0311773 | Time: 2534.96 ms [2021-01-22 00:53:50 main:574] : INFO : Epoch 2007 | loss: 0.0311542 | val_loss: 0.0311765 | Time: 2685.3 ms [2021-01-22 00:53:52 main:574] : INFO : Epoch 2008 | loss: 0.031153 | val_loss: 0.031183 | Time: 2479.97 ms [2021-01-22 00:53:55 main:574] : INFO : Epoch 2009 | loss: 0.0311538 | val_loss: 0.0311792 | Time: 2572.75 ms [2021-01-22 00:53:58 main:574] : INFO : Epoch 2010 | loss: 0.0311531 | val_loss: 0.0311782 | Time: 2637.58 ms [2021-01-22 00:54:00 main:574] : INFO : Epoch 2011 | loss: 0.0311538 | val_loss: 0.0311768 | Time: 2588.54 ms [2021-01-22 00:54:03 main:574] : INFO : Epoch 2012 | loss: 0.031153 | val_loss: 0.0311782 | Time: 2455.02 ms [2021-01-22 00:54:05 main:574] : INFO : Epoch 2013 | loss: 0.031152 | val_loss: 0.0311789 | Time: 2584.8 ms [2021-01-22 00:54:08 main:574] : INFO : Epoch 2014 | loss: 0.0311539 | val_loss: 0.0311759 | Time: 2540.54 ms [2021-01-22 00:54:11 main:574] : INFO : Epoch 2015 | loss: 0.0311532 | val_loss: 0.0311811 | Time: 2655.01 ms [2021-01-22 00:54:13 main:574] : INFO : Epoch 2016 | loss: 0.0311539 | val_loss: 0.0311756 | Time: 2502.24 ms [2021-01-22 00:54:16 main:574] : INFO : Epoch 2017 | loss: 0.0311527 | val_loss: 0.0311757 | Time: 2619.72 ms [2021-01-22 00:54:19 main:574] : INFO : Epoch 2018 | loss: 0.0311549 | val_loss: 0.0311753 | Time: 2592.26 ms [2021-01-22 00:54:21 main:574] : INFO : Epoch 2019 | loss: 0.0311517 | val_loss: 0.0311785 | Time: 2516.39 ms [2021-01-22 00:54:24 main:574] : INFO : Epoch 2020 | loss: 0.0311507 | val_loss: 0.031175 | Time: 2540.4 ms [2021-01-22 00:54:27 main:574] : INFO : Epoch 2021 | loss: 0.0311549 | val_loss: 0.0311777 | Time: 2592.89 ms [2021-01-22 00:54:29 main:574] : INFO : Epoch 2022 | loss: 0.0311541 | val_loss: 0.0311788 | Time: 2575.63 ms [2021-01-22 00:54:32 main:574] : INFO : Epoch 2023 | loss: 0.031152 | val_loss: 0.0311775 | Time: 2658.22 ms [2021-01-22 00:54:35 main:574] : INFO : Epoch 2024 | loss: 0.0311503 | val_loss: 0.0311744 | Time: 2535.12 ms [2021-01-22 00:54:37 main:574] : INFO : Epoch 2025 | loss: 0.0311492 | val_loss: 0.0311756 | Time: 2513.23 ms [2021-01-22 00:54:40 main:574] : INFO : Epoch 2026 | loss: 0.0311502 | val_loss: 0.031183 | Time: 2542.86 ms [2021-01-22 00:54:43 main:574] : INFO : Epoch 2027 | loss: 0.0311522 | val_loss: 0.0311732 | Time: 2523.3 ms [2021-01-22 00:54:45 main:574] : INFO : Epoch 2028 | loss: 0.031156 | val_loss: 0.031176 | Time: 2513.76 ms [2021-01-22 00:54:48 main:574] : INFO : Epoch 2029 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 2469.41 ms [2021-01-22 00:54:50 main:574] : INFO : Epoch 2030 | loss: 0.031157 | val_loss: 0.0311763 | Time: 2593.45 ms [2021-01-22 00:54:53 main:574] : INFO : Epoch 2031 | loss: 0.0311551 | val_loss: 0.0311766 | Time: 2564.31 ms [2021-01-22 00:54:55 main:574] : INFO : Epoch 2032 | loss: 0.031154 | val_loss: 0.0311757 | Time: 2494.76 ms [2021-01-22 00:54:58 main:574] : INFO : Epoch 2033 | loss: 0.0311524 | val_loss: 0.0311761 | Time: 2659.38 ms [2021-01-22 00:55:01 main:574] : INFO : Epoch 2034 | loss: 0.0311523 | val_loss: 0.0311729 | Time: 2560.87 ms [2021-01-22 00:55:03 main:574] : INFO : Epoch 2035 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 2583.8 ms [2021-01-22 00:55:06 main:574] : INFO : Epoch 2036 | loss: 0.0311512 | val_loss: 0.0311801 | Time: 2520.41 ms [2021-01-22 00:55:09 main:574] : INFO : Epoch 2037 | loss: 0.0311515 | val_loss: 0.031176 | Time: 2627.97 ms [2021-01-22 00:55:12 main:574] : INFO : Epoch 2038 | loss: 0.0311535 | val_loss: 0.0311784 | Time: 2570.18 ms [2021-01-22 00:55:14 main:574] : INFO : Epoch 2039 | loss: 0.0311527 | val_loss: 0.0311773 | Time: 2566.51 ms [2021-01-22 00:55:17 main:574] : INFO : Epoch 2040 | loss: 0.0311548 | val_loss: 0.0311762 | Time: 2609.61 ms [2021-01-22 00:55:20 main:574] : INFO : Epoch 2041 | loss: 0.0311578 | val_loss: 0.031179 | Time: 2596.86 ms [2021-01-22 00:55:22 main:574] : INFO : Epoch 2042 | loss: 0.0311577 | val_loss: 0.0311762 | Time: 2570.03 ms [2021-01-22 00:55:25 main:574] : INFO : Epoch 2043 | loss: 0.0311554 | val_loss: 0.0311752 | Time: 2571.94 ms [2021-01-22 00:55:27 main:574] : INFO : Epoch 2044 | loss: 0.0311548 | val_loss: 0.0311787 | Time: 2568.06 ms [2021-01-22 00:55:30 main:574] : INFO : Epoch 2045 | loss: 0.0311535 | val_loss: 0.031179 | Time: 2536.71 ms [2021-01-22 00:55:33 main:574] : INFO : Epoch 2046 | loss: 0.0311537 | val_loss: 0.0311771 | Time: 2502.75 ms [2021-01-22 00:55:36 main:574] : INFO : Epoch 2047 | loss: 0.031152 | val_loss: 0.0311798 | Time: 2623.45 ms [2021-01-22 00:55:38 main:574] : INFO : Epoch 2048 | loss: 0.0311507 | val_loss: 0.0311779 | Time: 2527.41 ms [2021-01-22 00:55:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2021-01-22 00:55:38 main:603] : INFO : Saving end state to config to file [2021-01-22 00:55:38 main:608] : INFO : Success, exiting.. 00:55:38 (13832): 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)