Task 12799236
| Name | ParityModified-1645995950-30888-0_1 |
| Workunit | 9378699 |
| Created | 8 Mar 2022, 21:52:53 UTC |
| Sent | 8 Mar 2022, 23:16:38 UTC |
| Report deadline | 16 Mar 2022, 23:16:38 UTC |
| Received | 9 Mar 2022, 19:48:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 25 min 46 sec |
| CPU time | 1 hours 23 min 47 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 | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 3 main:574] : INFO : Epoch 1542 | loss: 0.0310985 | val_loss: 0.0312493 | Time: 2505.4 ms [2022-03-09 20:26:56 main:574] : INFO : Epoch 1543 | loss: 0.0312428 | val_loss: 0.0312412 | Time: 2463.83 ms [2022-03-09 20:26:58 main:574] : INFO : Epoch 1544 | loss: 0.0312383 | val_loss: 0.0312315 | Time: 2280.46 ms [2022-03-09 20:27:00 main:574] : INFO : Epoch 1545 | loss: 0.0312339 | val_loss: 0.0312252 | Time: 2260.96 ms [2022-03-09 20:27:03 main:574] : INFO : Epoch 1546 | loss: 0.0312222 | val_loss: 0.0312185 | Time: 2427.38 ms [2022-03-09 20:27:06 main:574] : INFO : Epoch 1547 | loss: 0.0312168 | val_loss: 0.0312149 | Time: 2897.49 ms [2022-03-09 20:27:08 main:574] : INFO : Epoch 1548 | loss: 0.0312069 | val_loss: 0.0312094 | Time: 2327.52 ms [2022-03-09 20:27:10 main:574] : INFO : Epoch 1549 | loss: 0.0312042 | val_loss: 0.0312117 | Time: 2236.14 ms [2022-03-09 20:27:13 main:574] : INFO : Epoch 1550 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 2393.42 ms [2022-03-09 20:27:15 main:574] : INFO : Epoch 1551 | loss: 0.0311954 | val_loss: 0.0312062 | Time: 2499.93 ms [2022-03-09 20:27:18 main:574] : INFO : Epoch 1552 | loss: 0.0311944 | val_loss: 0.0311974 | Time: 2609.45 ms [2022-03-09 20:27:21 main:574] : INFO : Epoch 1553 | loss: 0.0311903 | val_loss: 0.0311953 | Time: 2502.12 ms [2022-03-09 20:27:23 main:574] : INFO : Epoch 1554 | loss: 0.0311917 | val_loss: 0.0311954 | Time: 2391.95 ms [2022-03-09 20:27:25 main:574] : INFO : Epoch 1555 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 2403.82 ms [2022-03-09 20:27:28 main:574] : INFO : Epoch 1556 | loss: 0.0311913 | val_loss: 0.0311938 | Time: 2495.16 ms [2022-03-09 20:27:30 main:574] : INFO : Epoch 1557 | loss: 0.0311952 | val_loss: 0.0312194 | Time: 2483.01 ms [2022-03-09 20:27:33 main:574] : INFO : Epoch 1558 | loss: 0.0311924 | val_loss: 0.0311886 | Time: 2642.4 ms [2022-03-09 20:27:36 main:574] : INFO : Epoch 1559 | loss: 0.0311833 | val_loss: 0.0311865 | Time: 2336 ms [2022-03-09 20:27:38 main:574] : INFO : Epoch 1560 | loss: 0.03118 | val_loss: 0.0311854 | Time: 2504.85 ms [2022-03-09 20:27:41 main:574] : INFO : Epoch 1561 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 3077.73 ms [2022-03-09 20:27:44 main:574] : INFO : Epoch 1562 | loss: 0.03118 | val_loss: 0.0311897 | Time: 2764.6 ms [2022-03-09 20:27:47 main:574] : INFO : Epoch 1563 | loss: 0.031181 | val_loss: 0.0311945 | Time: 2536.02 ms [2022-03-09 20:27:49 main:574] : INFO : Epoch 1564 | loss: 0.0311769 | val_loss: 0.0311859 | Time: 2465.77 ms [2022-03-09 20:27:51 main:574] : INFO : Epoch 1565 | loss: 0.0311748 | val_loss: 0.0311858 | Time: 2289.6 ms [2022-03-09 20:27:54 main:574] : INFO : Epoch 1566 | loss: 0.031175 | val_loss: 0.0311853 | Time: 2316.98 ms [2022-03-09 20:27:56 main:574] : INFO : Epoch 1567 | loss: 0.0311758 | val_loss: 0.0311955 | Time: 2378.2 ms [2022-03-09 20:27:59 main:574] : INFO : Epoch 1568 | loss: 0.0311763 | val_loss: 0.0311938 | Time: 2316.08 ms [2022-03-09 20:28:01 main:574] : INFO : Epoch 1569 | loss: 0.031172 | val_loss: 0.031187 | Time: 2456.63 ms [2022-03-09 20:28:03 main:574] : INFO : Epoch 1570 | loss: 0.0311701 | val_loss: 0.0311855 | Time: 2302.03 ms [2022-03-09 20:28:06 main:574] : INFO : Epoch 1571 | loss: 0.0311702 | val_loss: 0.0311898 | Time: 2753.91 ms [2022-03-09 20:28:09 main:574] : INFO : Epoch 1572 | loss: 0.0311703 | val_loss: 0.0311897 | Time: 2518.26 ms [2022-03-09 20:28:12 main:574] : INFO : Epoch 1573 | loss: 0.0311711 | val_loss: 0.0311875 | Time: 3014.66 ms [2022-03-09 20:28:14 main:574] : INFO : Epoch 1574 | loss: 0.0311692 | val_loss: 0.0311928 | Time: 2395.83 ms [2022-03-09 20:28:17 main:574] : INFO : Epoch 1575 | loss: 0.0311699 | val_loss: 0.031187 | Time: 2348.28 ms [2022-03-09 20:28:19 main:574] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.0311884 | Time: 2346.09 ms [2022-03-09 20:28:21 main:574] : INFO : Epoch 1577 | loss: 0.0311647 | val_loss: 0.0311901 | Time: 2365.11 ms [2022-03-09 20:28:24 main:574] : INFO : Epoch 1578 | loss: 0.0311643 | val_loss: 0.0311866 | Time: 2392.16 ms [2022-03-09 20:28:26 main:574] : INFO : Epoch 1579 | loss: 0.0311645 | val_loss: 0.0311903 | Time: 2366.69 ms [2022-03-09 20:28:29 main:574] : INFO : Epoch 1580 | loss: 0.0311641 | val_loss: 0.0311877 | Time: 2500.24 ms [2022-03-09 20:28:32 main:574] : INFO : Epoch 1581 | loss: 0.031162 | val_loss: 0.0311868 | Time: 2575.88 ms [2022-03-09 20:28:34 main:574] : INFO : Epoch 1582 | loss: 0.0311624 | val_loss: 0.0311886 | Time: 2770.45 ms [2022-03-09 20:28:37 main:574] : INFO : Epoch 1583 | loss: 0.0311611 | val_loss: 0.0311872 | Time: 2478.17 ms [2022-03-09 20:28:39 main:574] : INFO : Epoch 1584 | loss: 0.0311613 | val_loss: 0.031187 | Time: 2425.19 ms [2022-03-09 20:28:42 main:574] : INFO : Epoch 1585 | loss: 0.0311608 | val_loss: 0.0311867 | Time: 2340.23 ms [2022-03-09 20:28:44 main:574] : INFO : Epoch 1586 | loss: 0.0311619 | val_loss: 0.0311931 | Time: 2372.88 ms [2022-03-09 20:28:47 main:574] : INFO : Epoch 1587 | loss: 0.031165 | val_loss: 0.031192 | Time: 2373.68 ms [2022-03-09 20:28:49 main:574] : INFO : Epoch 1588 | loss: 0.0311636 | val_loss: 0.031189 | Time: 2459.27 ms [2022-03-09 20:28:52 main:574] : INFO : Epoch 1589 | loss: 0.0311613 | val_loss: 0.0311868 | Time: 2589.97 ms [2022-03-09 20:28:55 main:574] : INFO : Epoch 1590 | loss: 0.0311583 | val_loss: 0.0311904 | Time: 2878.84 ms [2022-03-09 20:28:57 main:574] : INFO : Epoch 1591 | loss: 0.0311568 | val_loss: 0.0311932 | Time: 2549.26 ms [2022-03-09 20:29:00 main:574] : INFO : Epoch 1592 | loss: 0.0311584 | val_loss: 0.0311929 | Time: 2404.17 ms [2022-03-09 20:29:02 main:574] : INFO : Epoch 1593 | loss: 0.0311611 | val_loss: 0.0311908 | Time: 2481.61 ms [2022-03-09 20:29:05 main:574] : INFO : Epoch 1594 | loss: 0.0311617 | val_loss: 0.0311871 | Time: 2423.33 ms [2022-03-09 20:29:07 main:574] : INFO : Epoch 1595 | loss: 0.0311609 | val_loss: 0.0311874 | Time: 2292.56 ms [2022-03-09 20:29:10 main:574] : INFO : Epoch 1596 | loss: 0.0311599 | val_loss: 0.0311857 | Time: 2288.1 ms [2022-03-09 20:29:12 main:574] : INFO : Epoch 1597 | loss: 0.0311602 | val_loss: 0.0311891 | Time: 2315.05 ms [2022-03-09 20:29:15 main:574] : INFO : Epoch 1598 | loss: 0.0311569 | val_loss: 0.0311902 | Time: 3097.8 ms [2022-03-09 20:29:17 main:574] : INFO : Epoch 1599 | loss: 0.031157 | val_loss: 0.0311899 | Time: 2420.39 ms [2022-03-09 20:29:20 main:574] : INFO : Epoch 1600 | loss: 0.0311557 | val_loss: 0.0311884 | Time: 2384.47 ms [2022-03-09 20:29:22 main:574] : INFO : Epoch 1601 | loss: 0.0311551 | val_loss: 0.0311917 | Time: 2411.26 ms [2022-03-09 20:29:25 main:574] : INFO : Epoch 1602 | loss: 0.0311545 | val_loss: 0.0311935 | Time: 2857.87 ms [2022-03-09 20:29:28 main:574] : INFO : Epoch 1603 | loss: 0.0311525 | val_loss: 0.0311945 | Time: 2355.36 ms [2022-03-09 20:29:30 main:574] : INFO : Epoch 1604 | loss: 0.0311539 | val_loss: 0.0311896 | Time: 2282.23 ms [2022-03-09 20:29:32 main:574] : INFO : Epoch 1605 | loss: 0.0311555 | val_loss: 0.0311874 | Time: 2270.98 ms [2022-03-09 20:29:35 main:574] : INFO : Epoch 1606 | loss: 0.0311535 | val_loss: 0.0311867 | Time: 2275.57 ms [2022-03-09 20:29:37 main:574] : INFO : Epoch 1607 | loss: 0.0311527 | val_loss: 0.0311963 | Time: 2618.77 ms [2022-03-09 20:29:40 main:574] : INFO : Epoch 1608 | loss: 0.0311534 | val_loss: 0.0311932 | Time: 2441.79 ms [2022-03-09 20:29:42 main:574] : INFO : Epoch 1609 | loss: 0.0311528 | val_loss: 0.0311948 | Time: 2624.43 ms [2022-03-09 20:29:45 main:574] : INFO : Epoch 1610 | loss: 0.0311536 | val_loss: 0.0311928 | Time: 2370.17 ms [2022-03-09 20:29:47 main:574] : INFO : Epoch 1611 | loss: 0.0311529 | val_loss: 0.0311943 | Time: 2385.49 ms [2022-03-09 20:29:50 main:574] : INFO : Epoch 1612 | loss: 0.0311524 | val_loss: 0.0311889 | Time: 2438.43 ms [2022-03-09 20:29:52 main:574] : INFO : Epoch 1613 | loss: 0.0311487 | val_loss: 0.0311943 | Time: 2272.9 ms [2022-03-09 20:29:55 main:574] : INFO : Epoch 1614 | loss: 0.0311465 | val_loss: 0.0311946 | Time: 2495.78 ms [2022-03-09 20:29:57 main:574] : INFO : Epoch 1615 | loss: 0.0311481 | val_loss: 0.0311949 | Time: 2419.34 ms [2022-03-09 20:30:00 main:574] : INFO : Epoch 1616 | loss: 0.0311526 | val_loss: 0.0311895 | Time: 2470.86 ms [2022-03-09 20:30:03 main:574] : INFO : Epoch 1617 | loss: 0.0311693 | val_loss: 0.0311845 | Time: 2782.67 ms [2022-03-09 20:30:05 main:574] : INFO : Epoch 1618 | loss: 0.0311616 | val_loss: 0.0311847 | Time: 2424.63 ms [2022-03-09 20:30:08 main:574] : INFO : Epoch 1619 | loss: 0.031156 | val_loss: 0.0311895 | Time: 2284.04 ms [2022-03-09 20:30:10 main:574] : INFO : Epoch 1620 | loss: 0.031153 | val_loss: 0.0311976 | Time: 2393.26 ms [2022-03-09 20:30:12 main:574] : INFO : Epoch 1621 | loss: 0.0311505 | val_loss: 0.0311878 | Time: 2450.53 ms [2022-03-09 20:30:15 main:574] : INFO : Epoch 1622 | loss: 0.0311482 | val_loss: 0.0311924 | Time: 2500.44 ms [2022-03-09 20:30:17 main:574] : INFO : Epoch 1623 | loss: 0.0311485 | val_loss: 0.0311931 | Time: 2404.58 ms [2022-03-09 20:30:20 main:574] : INFO : Epoch 1624 | loss: 0.0311477 | val_loss: 0.0311882 | Time: 2245.68 ms [2022-03-09 20:30:22 main:574] : INFO : Epoch 1625 | loss: 0.0311487 | val_loss: 0.0311907 | Time: 2275.48 ms [2022-03-09 20:30:25 main:574] : INFO : Epoch 1626 | loss: 0.0311538 | val_loss: 0.0311996 | Time: 2555.8 ms [2022-03-09 20:30:27 main:574] : INFO : Epoch 1627 | loss: 0.0311524 | val_loss: 0.0311891 | Time: 2507.5 ms [2022-03-09 20:30:30 main:574] : INFO : Epoch 1628 | loss: 0.0311523 | val_loss: 0.031189 | Time: 2604.37 ms [2022-03-09 20:30:32 main:574] : INFO : Epoch 1629 | loss: 0.0311507 | val_loss: 0.0311899 | Time: 2229.28 ms [2022-03-09 20:30:35 main:574] : INFO : Epoch 1630 | loss: 0.0311506 | val_loss: 0.0311865 | Time: 2371.76 ms [2022-03-09 20:30:37 main:574] : INFO : Epoch 1631 | loss: 0.0311969 | val_loss: 0.0312366 | Time: 2611.13 ms [2022-03-09 20:30:40 main:574] : INFO : Epoch 1632 | loss: 0.0312356 | val_loss: 0.0312333 | Time: 2418.47 ms [2022-03-09 20:30:42 main:574] : INFO : Epoch 1633 | loss: 0.0312251 | val_loss: 0.0312187 | Time: 2472.89 ms [2022-03-09 20:30:45 main:574] : INFO : Epoch 1634 | loss: 0.0312149 | val_loss: 0.0312097 | Time: 2339.91 ms [2022-03-09 20:30:47 main:574] : INFO : Epoch 1635 | loss: 0.0312096 | val_loss: 0.0312145 | Time: 2413.96 ms [2022-03-09 20:30:50 main:574] : INFO : Epoch 1636 | loss: 0.0312016 | val_loss: 0.0312019 | Time: 2525.38 ms [2022-03-09 20:30:52 main:574] : INFO : Epoch 1637 | loss: 0.031198 | val_loss: 0.0312001 | Time: 2478.81 ms [2022-03-09 20:30:55 main:574] : INFO : Epoch 1638 | loss: 0.0311967 | val_loss: 0.0312096 | Time: 2437.26 ms [2022-03-09 20:30:57 main:574] : INFO : Epoch 1639 | loss: 0.0311922 | val_loss: 0.0311925 | Time: 2650.47 ms [2022-03-09 20:31:00 main:574] : INFO : Epoch 1640 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 2437.16 ms [2022-03-09 20:31:02 main:574] : INFO : Epoch 1641 | loss: 0.031185 | val_loss: 0.0311905 | Time: 2428.72 ms [2022-03-09 20:31:05 main:574] : INFO : Epoch 1642 | loss: 0.0311869 | val_loss: 0.03119 | Time: 2260.89 ms [2022-03-09 20:31:07 main:574] : INFO : Epoch 1643 | loss: 0.0311826 | val_loss: 0.0311932 | Time: 2382.52 ms [2022-03-09 20:31:10 main:574] : INFO : Epoch 1644 | loss: 0.0311809 | val_loss: 0.0311912 | Time: 2449.84 ms [2022-03-09 20:31:12 main:574] : INFO : Epoch 1645 | loss: 0.0311802 | val_loss: 0.0311888 | Time: 2532.04 ms [2022-03-09 20:31:15 main:574] : INFO : Epoch 1646 | loss: 0.0311791 | val_loss: 0.0311941 | Time: 2590.26 ms [2022-03-09 20:31:17 main:574] : INFO : Epoch 1647 | loss: 0.031183 | val_loss: 0.0312062 | Time: 2501.13 ms [2022-03-09 20:31:20 main:574] : INFO : Epoch 1648 | loss: 0.031182 | val_loss: 0.0311954 | Time: 2507.53 ms [2022-03-09 20:31:23 main:574] : INFO : Epoch 1649 | loss: 0.031183 | val_loss: 0.0311925 | Time: 2711.98 ms [2022-03-09 20:31:25 main:574] : INFO : Epoch 1650 | loss: 0.0311783 | val_loss: 0.0311993 | Time: 2360.58 ms [2022-03-09 20:31:27 main:574] : INFO : Epoch 1651 | loss: 0.0311766 | val_loss: 0.0311945 | Time: 2327.19 ms [2022-03-09 20:31:30 main:574] : INFO : Epoch 1652 | loss: 0.0311738 | val_loss: 0.0311894 | Time: 2743.35 ms [2022-03-09 20:31:33 main:574] : INFO : Epoch 1653 | loss: 0.0311742 | val_loss: 0.0311902 | Time: 2496.71 ms [2022-03-09 20:31:36 main:574] : INFO : Epoch 1654 | loss: 0.0311719 | val_loss: 0.0311928 | Time: 2934.42 ms [2022-03-09 20:31:38 main:574] : INFO : Epoch 1655 | loss: 0.0311719 | val_loss: 0.0311878 | Time: 2349.04 ms [2022-03-09 20:31:41 main:574] : INFO : Epoch 1656 | loss: 0.0311736 | val_loss: 0.0311924 | Time: 2520.19 ms [2022-03-09 20:31:43 main:574] : INFO : Epoch 1657 | loss: 0.0311705 | val_loss: 0.0311914 | Time: 2396.09 ms [2022-03-09 20:31:45 main:574] : INFO : Epoch 1658 | loss: 0.0311696 | val_loss: 0.0311903 | Time: 2335.21 ms [2022-03-09 20:31:48 main:574] : INFO : Epoch 1659 | loss: 0.0311704 | val_loss: 0.0311945 | Time: 2327.44 ms [2022-03-09 20:31:50 main:574] : INFO : Epoch 1660 | loss: 0.0311691 | val_loss: 0.0311913 | Time: 2369.77 ms [2022-03-09 20:31:53 main:574] : INFO : Epoch 1661 | loss: 0.0311696 | val_loss: 0.031191 | Time: 2305.19 ms [2022-03-09 20:31:55 main:574] : INFO : Epoch 1662 | loss: 0.0311714 | val_loss: 0.0311907 | Time: 2273.11 ms [2022-03-09 20:31:57 main:574] : INFO : Epoch 1663 | loss: 0.0311705 | val_loss: 0.0311884 | Time: 2340.53 ms [2022-03-09 20:32:00 main:574] : INFO : Epoch 1664 | loss: 0.0311668 | val_loss: 0.0311902 | Time: 2521.45 ms [2022-03-09 20:32:03 main:574] : INFO : Epoch 1665 | loss: 0.0311673 | val_loss: 0.0311884 | Time: 2694.44 ms [2022-03-09 20:32:05 main:574] : INFO : Epoch 1666 | loss: 0.0311656 | val_loss: 0.0311951 | Time: 2400.24 ms [2022-03-09 20:32:08 main:574] : INFO : Epoch 1667 | loss: 0.0311654 | val_loss: 0.0311899 | Time: 2426.3 ms [2022-03-09 20:32:10 main:574] : INFO : Epoch 1668 | loss: 0.0311645 | val_loss: 0.0311907 | Time: 2362.24 ms [2022-03-09 20:32:12 main:574] : INFO : Epoch 1669 | loss: 0.0311651 | val_loss: 0.0311995 | Time: 2389.11 ms [2022-03-09 20:32:15 main:574] : INFO : Epoch 1670 | loss: 0.0311671 | val_loss: 0.031192 | Time: 2258.62 ms [2022-03-09 20:32:17 main:574] : INFO : Epoch 1671 | loss: 0.0311654 | val_loss: 0.0311922 | Time: 2344.4 ms [2022-03-09 20:32:20 main:574] : INFO : Epoch 1672 | loss: 0.0311643 | val_loss: 0.0311989 | Time: 2541.36 ms [2022-03-09 20:32:22 main:574] : INFO : Epoch 1673 | loss: 0.0311637 | val_loss: 0.0311945 | Time: 2329.4 ms [2022-03-09 20:32:24 main:574] : INFO : Epoch 1674 | loss: 0.031161 | val_loss: 0.0311899 | Time: 2289.62 ms [2022-03-09 20:32:27 main:574] : INFO : Epoch 1675 | loss: 0.0311619 | val_loss: 0.0312037 | Time: 2612.36 ms [2022-03-09 20:32:29 main:574] : INFO : Epoch 1676 | loss: 0.0311689 | val_loss: 0.0311954 | Time: 2407.7 ms [2022-03-09 20:32:32 main:574] : INFO : Epoch 1677 | loss: 0.0311648 | val_loss: 0.0312051 | Time: 2458.91 ms [2022-03-09 20:32:34 main:574] : INFO : Epoch 1678 | loss: 0.0311828 | val_loss: 0.0312135 | Time: 2480.72 ms [2022-03-09 20:32:37 main:574] : INFO : Epoch 1679 | loss: 0.031206 | val_loss: 0.0312116 | Time: 2363.6 ms [2022-03-09 20:32:39 main:574] : INFO : Epoch 1680 | loss: 0.0312002 | val_loss: 0.0311929 | Time: 2402.98 ms [2022-03-09 20:32:42 main:574] : INFO : Epoch 1681 | loss: 0.0311857 | val_loss: 0.0311856 | Time: 2614 ms [2022-03-09 20:32:44 main:574] : INFO : Epoch 1682 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 2394.66 ms [2022-03-09 20:32:47 main:574] : INFO : Epoch 1683 | loss: 0.0311784 | val_loss: 0.031184 | Time: 2562.57 ms [2022-03-09 20:32:49 main:574] : INFO : Epoch 1684 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 2332.27 ms [2022-03-09 20:32:52 main:574] : INFO : Epoch 1685 | loss: 0.0311728 | val_loss: 0.0311817 | Time: 2665.69 ms [2022-03-09 20:32:55 main:574] : INFO : Epoch 1686 | loss: 0.031174 | val_loss: 0.0311816 | Time: 2449.61 ms [2022-03-09 20:32:57 main:574] : INFO : Epoch 1687 | loss: 0.0311706 | val_loss: 0.0311818 | Time: 2281.47 ms [2022-03-09 20:32:59 main:574] : INFO : Epoch 1688 | loss: 0.03117 | val_loss: 0.0311818 | Time: 2413.73 ms [2022-03-09 20:33:02 main:574] : INFO : Epoch 1689 | loss: 0.0311723 | val_loss: 0.0311917 | Time: 2632.56 ms [2022-03-09 20:33:05 main:574] : INFO : Epoch 1690 | loss: 0.031171 | val_loss: 0.0311818 | Time: 2371.3 ms [2022-03-09 20:33:07 main:574] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311825 | Time: 2470.52 ms [2022-03-09 20:33:10 main:574] : INFO : Epoch 1692 | loss: 0.0311663 | val_loss: 0.0311833 | Time: 2666.68 ms [2022-03-09 20:33:12 main:574] : INFO : Epoch 1693 | loss: 0.0311662 | val_loss: 0.0311861 | Time: 2263.75 ms [2022-03-09 20:33:14 main:574] : INFO : Epoch 1694 | loss: 0.0311664 | val_loss: 0.0311858 | Time: 2317.3 ms [2022-03-09 20:33:17 main:574] : INFO : Epoch 1695 | loss: 0.0311643 | val_loss: 0.0311832 | Time: 2348.2 ms [2022-03-09 20:33:19 main:574] : INFO : Epoch 1696 | loss: 0.0311651 | val_loss: 0.0311827 | Time: 2350.02 ms [2022-03-09 20:33:22 main:574] : INFO : Epoch 1697 | loss: 0.0311665 | val_loss: 0.0311841 | Time: 2576.61 ms [2022-03-09 20:33:24 main:574] : INFO : Epoch 1698 | loss: 0.0311641 | val_loss: 0.0311831 | Time: 2412.9 ms [2022-03-09 20:33:27 main:574] : INFO : Epoch 1699 | loss: 0.0311638 | val_loss: 0.0311987 | Time: 2307.92 ms [2022-03-09 20:33:29 main:574] : INFO : Epoch 1700 | loss: 0.0311654 | val_loss: 0.031184 | Time: 2371.15 ms [2022-03-09 20:33:32 main:574] : INFO : Epoch 1701 | loss: 0.0311602 | val_loss: 0.0311873 | Time: 3181.74 ms [2022-03-09 20:33:35 main:574] : INFO : Epoch 1702 | loss: 0.0311596 | val_loss: 0.0311847 | Time: 2511.82 ms [2022-03-09 20:33:37 main:574] : INFO : Epoch 1703 | loss: 0.0311611 | val_loss: 0.0311904 | Time: 2436.56 ms [2022-03-09 20:33:40 main:574] : INFO : Epoch 1704 | loss: 0.0311595 | val_loss: 0.0311863 | Time: 2254.63 ms [2022-03-09 20:33:42 main:574] : INFO : Epoch 1705 | loss: 0.0311603 | val_loss: 0.0311908 | Time: 2326.75 ms [2022-03-09 20:33:45 main:574] : INFO : Epoch 1706 | loss: 0.0311607 | val_loss: 0.0311903 | Time: 2575.43 ms [2022-03-09 20:33:47 main:574] : INFO : Epoch 1707 | loss: 0.0311595 | val_loss: 0.03119 | Time: 2459.62 ms [2022-03-09 20:33:50 main:574] : INFO : Epoch 1708 | loss: 0.0311612 | val_loss: 0.0311835 | Time: 2624.81 ms [2022-03-09 20:33:52 main:574] : INFO : Epoch 1709 | loss: 0.0311568 | val_loss: 0.0311915 | Time: 2424.04 ms [2022-03-09 20:33:55 main:574] : INFO : Epoch 1710 | loss: 0.0311583 | val_loss: 0.0311855 | Time: 2416.72 ms [2022-03-09 20:33:57 main:574] : INFO : Epoch 1711 | loss: 0.0311569 | val_loss: 0.0311859 | Time: 2436.56 ms [2022-03-09 20:34:00 main:574] : INFO : Epoch 1712 | loss: 0.0311551 | val_loss: 0.0311885 | Time: 2696.8 ms [2022-03-09 20:34:03 main:574] : INFO : Epoch 1713 | loss: 0.0311618 | val_loss: 0.0311819 | Time: 2464.32 ms [2022-03-09 20:34:05 main:574] : INFO : Epoch 1714 | loss: 0.0311583 | val_loss: 0.0311859 | Time: 2371.49 ms [2022-03-09 20:34:08 main:574] : INFO : Epoch 1715 | loss: 0.0311575 | val_loss: 0.0311838 | Time: 2574.93 ms [2022-03-09 20:34:10 main:574] : INFO : Epoch 1716 | loss: 0.031157 | val_loss: 0.0311893 | Time: 2452.52 ms [2022-03-09 20:34:13 main:574] : INFO : Epoch 1717 | loss: 0.0311528 | val_loss: 0.0311871 | Time: 2509.45 ms [2022-03-09 20:34:15 main:574] : INFO : Epoch 1718 | loss: 0.0311531 | val_loss: 0.0311862 | Time: 2372.72 ms [2022-03-09 20:34:17 main:574] : INFO : Epoch 1719 | loss: 0.0311541 | val_loss: 0.0311886 | Time: 2336.35 ms [2022-03-09 20:34:20 main:574] : INFO : Epoch 1720 | loss: 0.0311541 | val_loss: 0.0311857 | Time: 2269.32 ms [2022-03-09 20:34:22 main:574] : INFO : Epoch 1721 | loss: 0.031153 | val_loss: 0.031188 | Time: 2269.56 ms [2022-03-09 20:34:25 main:574] : INFO : Epoch 1722 | loss: 0.0311517 | val_loss: 0.0311868 | Time: 2449.51 ms [2022-03-09 20:34:27 main:574] : INFO : Epoch 1723 | loss: 0.031151 | val_loss: 0.0311858 | Time: 2384.55 ms [2022-03-09 20:34:29 main:574] : INFO : Epoch 1724 | loss: 0.0311554 | val_loss: 0.0311903 | Time: 2346.56 ms [2022-03-09 20:34:32 main:574] : INFO : Epoch 1725 | loss: 0.0311542 | val_loss: 0.0311854 | Time: 2347.01 ms [2022-03-09 20:34:34 main:574] : INFO : Epoch 1726 | loss: 0.0311508 | val_loss: 0.0311867 | Time: 2519.29 ms [2022-03-09 20:34:37 main:574] : INFO : Epoch 1727 | loss: 0.0311521 | val_loss: 0.0311854 | Time: 2464.78 ms [2022-03-09 20:34:40 main:574] : INFO : Epoch 1728 | loss: 0.0311492 | val_loss: 0.0311908 | Time: 2625.45 ms [2022-03-09 20:34:42 main:574] : INFO : Epoch 1729 | loss: 0.0311498 | val_loss: 0.0311837 | Time: 2400.32 ms [2022-03-09 20:34:44 main:574] : INFO : Epoch 1730 | loss: 0.0311497 | val_loss: 0.0311831 | Time: 2238.35 ms [2022-03-09 20:34:47 main:574] : INFO : Epoch 1731 | loss: 0.0311491 | val_loss: 0.0311853 | Time: 2494.53 ms [2022-03-09 20:34:49 main:574] : INFO : Epoch 1732 | loss: 0.03115 | val_loss: 0.0311864 | Time: 2418.89 ms [2022-03-09 20:34:52 main:574] : INFO : Epoch 1733 | loss: 0.031146 | val_loss: 0.0311916 | Time: 2524.04 ms [2022-03-09 20:34:55 main:574] : INFO : Epoch 1734 | loss: 0.0311468 | val_loss: 0.0311835 | Time: 2885.69 ms [2022-03-09 20:34:57 main:574] : INFO : Epoch 1735 | loss: 0.0311506 | val_loss: 0.0311902 | Time: 2535.68 ms [2022-03-09 20:35:00 main:574] : INFO : Epoch 1736 | loss: 0.0311496 | val_loss: 0.0311917 | Time: 2364.49 ms [2022-03-09 20:35:02 main:574] : INFO : Epoch 1737 | loss: 0.0311499 | val_loss: 0.0311877 | Time: 2505.02 ms [2022-03-09 20:35:05 main:574] : INFO : Epoch 1738 | loss: 0.0311498 | val_loss: 0.0311861 | Time: 2389.78 ms [2022-03-09 20:35:07 main:574] : INFO : Epoch 1739 | loss: 0.0311495 | val_loss: 0.0311841 | Time: 2258.01 ms [2022-03-09 20:35:09 main:574] : INFO : Epoch 1740 | loss: 0.0311486 | val_loss: 0.0311907 | Time: 2398.68 ms [2022-03-09 20:35:12 main:574] : INFO : Epoch 1741 | loss: 0.0311472 | val_loss: 0.0311854 | Time: 2312.74 ms [2022-03-09 20:35:14 main:574] : INFO : Epoch 1742 | loss: 0.0311464 | val_loss: 0.0311862 | Time: 2521.98 ms [2022-03-09 20:35:17 main:574] : INFO : Epoch 1743 | loss: 0.0311483 | val_loss: 0.0311822 | Time: 2482.51 ms [2022-03-09 20:35:20 main:574] : INFO : Epoch 1744 | loss: 0.0311484 | val_loss: 0.0311879 | Time: 2670.33 ms [2022-03-09 20:35:22 main:574] : INFO : Epoch 1745 | loss: 0.031147 | val_loss: 0.0311827 | Time: 2452.07 ms [2022-03-09 20:35:25 main:574] : INFO : Epoch 1746 | loss: 0.031147 | val_loss: 0.0311892 | Time: 2466.46 ms [2022-03-09 20:35:27 main:574] : INFO : Epoch 1747 | loss: 0.031149 | val_loss: 0.0311844 | Time: 2323.75 ms [2022-03-09 20:35:29 main:574] : INFO : Epoch 1748 | loss: 0.0311473 | val_loss: 0.0311831 | Time: 2330.9 ms [2022-03-09 20:35:32 main:574] : INFO : Epoch 1749 | loss: 0.0311482 | val_loss: 0.0311861 | Time: 2437.51 ms [2022-03-09 20:35:34 main:574] : INFO : Epoch 1750 | loss: 0.0311503 | val_loss: 0.0311862 | Time: 2393.27 ms [2022-03-09 20:35:37 main:574] : INFO : Epoch 1751 | loss: 0.0311463 | val_loss: 0.03119 | Time: 2277.5 ms [2022-03-09 20:35:40 main:574] : INFO : Epoch 1752 | loss: 0.0311441 | val_loss: 0.0311905 | Time: 3448.61 ms [2022-03-09 20:35:42 main:574] : INFO : Epoch 1753 | loss: 0.0311444 | val_loss: 0.0311927 | Time: 2419.55 ms [2022-03-09 20:35:45 main:574] : INFO : Epoch 1754 | loss: 0.0311547 | val_loss: 0.0311974 | Time: 2541.26 ms [2022-03-09 20:35:48 main:574] : INFO : Epoch 1755 | loss: 0.0311936 | val_loss: 0.0312001 | Time: 2416.24 ms [2022-03-09 20:35:50 main:574] : INFO : Epoch 1756 | loss: 0.0311862 | val_loss: 0.0311878 | Time: 2212.74 ms [2022-03-09 20:35:53 main:574] : INFO : Epoch 1757 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 2561.41 ms [2022-03-09 20:35:55 main:574] : INFO : Epoch 1758 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 2477.05 ms [2022-03-09 20:35:58 main:574] : INFO : Epoch 1759 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 2479.34 ms [2022-03-09 20:36:00 main:574] : INFO : Epoch 1760 | loss: 0.0311667 | val_loss: 0.0311746 | Time: 2571.9 ms [2022-03-09 20:36:03 main:574] : INFO : Epoch 1761 | loss: 0.031165 | val_loss: 0.0311753 | Time: 2458.02 ms [2022-03-09 20:36:05 main:574] : INFO : Epoch 1762 | loss: 0.0311626 | val_loss: 0.0311783 | Time: 2376.98 ms [2022-03-09 20:36:08 main:574] : INFO : Epoch 1763 | loss: 0.031163 | val_loss: 0.0311776 | Time: 2393.25 ms [2022-03-09 20:36:10 main:574] : INFO : Epoch 1764 | loss: 0.0311613 | val_loss: 0.0311787 | Time: 2329.3 ms [2022-03-09 20:36:12 main:574] : INFO : Epoch 1765 | loss: 0.0311642 | val_loss: 0.031175 | Time: 2330.44 ms [2022-03-09 20:36:15 main:574] : INFO : Epoch 1766 | loss: 0.0311613 | val_loss: 0.0311751 | Time: 2473.7 ms [2022-03-09 20:36:18 main:574] : INFO : Epoch 1767 | loss: 0.03116 | val_loss: 0.0311775 | Time: 2604.88 ms [2022-03-09 20:36:20 main:574] : INFO : Epoch 1768 | loss: 0.0311577 | val_loss: 0.0311776 | Time: 2432.6 ms [2022-03-09 20:36:23 main:574] : INFO : Epoch 1769 | loss: 0.0311572 | val_loss: 0.0311758 | Time: 2555.47 ms [2022-03-09 20:36:25 main:574] : INFO : Epoch 1770 | loss: 0.0311558 | val_loss: 0.0311807 | Time: 2659.7 ms [2022-03-09 20:36:28 main:574] : INFO : Epoch 1771 | loss: 0.0311596 | val_loss: 0.0311826 | Time: 2330.89 ms [2022-03-09 20:36:31 main:574] : INFO : Epoch 1772 | loss: 0.0311572 | val_loss: 0.031177 | Time: 2751.07 ms [2022-03-09 20:36:33 main:574] : INFO : Epoch 1773 | loss: 0.031155 | val_loss: 0.0311751 | Time: 2359.23 ms [2022-03-09 20:36:35 main:574] : INFO : Epoch 1774 | loss: 0.0311533 | val_loss: 0.0311769 | Time: 2396.3 ms [2022-03-09 20:36:38 main:574] : INFO : Epoch 1775 | loss: 0.0311527 | val_loss: 0.031181 | Time: 2248.29 ms [2022-03-09 20:36:40 main:574] : INFO : Epoch 1776 | loss: 0.031152 | val_loss: 0.0311765 | Time: 2377.32 ms [2022-03-09 20:36:43 main:574] : INFO : Epoch 1777 | loss: 0.0311505 | val_loss: 0.0311801 | Time: 2645.87 ms [2022-03-09 20:36:46 main:574] : INFO : Epoch 1778 | loss: 0.0311496 | val_loss: 0.0311792 | Time: 3202.73 ms [2022-03-09 20:36:49 main:574] : INFO : Epoch 1779 | loss: 0.0311495 | val_loss: 0.0311773 | Time: 2451.62 ms [2022-03-09 20:36:51 main:574] : INFO : Epoch 1780 | loss: 0.0311513 | val_loss: 0.0311757 | Time: 2329.86 ms [2022-03-09 20:36:54 main:574] : INFO : Epoch 1781 | loss: 0.031154 | val_loss: 0.0311809 | Time: 2537.02 ms [2022-03-09 20:36:56 main:574] : INFO : Epoch 1782 | loss: 0.0311573 | val_loss: 0.0311781 | Time: 2476.38 ms [2022-03-09 20:36:58 main:574] : INFO : Epoch 1783 | loss: 0.0311501 | val_loss: 0.0311773 | Time: 2343.08 ms [2022-03-09 20:37:01 main:574] : INFO : Epoch 1784 | loss: 0.0311474 | val_loss: 0.0311758 | Time: 2315.9 ms [2022-03-09 20:37:03 main:574] : INFO : Epoch 1785 | loss: 0.0311458 | val_loss: 0.031178 | Time: 2557.65 ms [2022-03-09 20:37:06 main:574] : INFO : Epoch 1786 | loss: 0.0311461 | val_loss: 0.0311813 | Time: 2571.92 ms [2022-03-09 20:37:08 main:574] : INFO : Epoch 1787 | loss: 0.0311463 | val_loss: 0.0311762 | Time: 2368.62 ms [2022-03-09 20:37:11 main:574] : INFO : Epoch 1788 | loss: 0.0311458 | val_loss: 0.031177 | Time: 2294.21 ms [2022-03-09 20:37:13 main:574] : INFO : Epoch 1789 | loss: 0.0311451 | val_loss: 0.0311803 | Time: 2327.15 ms [2022-03-09 20:37:16 main:574] : INFO : Epoch 1790 | loss: 0.0311472 | val_loss: 0.0311828 | Time: 2983.14 ms [2022-03-09 20:37:19 main:574] : INFO : Epoch 1791 | loss: 0.0311476 | val_loss: 0.031176 | Time: 2322.12 ms [2022-03-09 20:37:21 main:574] : INFO : Epoch 1792 | loss: 0.0311436 | val_loss: 0.0311817 | Time: 2302.21 ms [2022-03-09 20:37:24 main:574] : INFO : Epoch 1793 | loss: 0.0311434 | val_loss: 0.0311837 | Time: 2468.84 ms [2022-03-09 20:37:26 main:574] : INFO : Epoch 1794 | loss: 0.0311438 | val_loss: 0.0311821 | Time: 2381.39 ms [2022-03-09 20:37:29 main:574] : INFO : Epoch 1795 | loss: 0.0311435 | val_loss: 0.0311796 | Time: 2509.6 ms [2022-03-09 20:37:31 main:574] : INFO : Epoch 1796 | loss: 0.0311441 | val_loss: 0.0311771 | Time: 2573.14 ms [2022-03-09 20:37:34 main:574] : INFO : Epoch 1797 | loss: 0.0311432 | val_loss: 0.0311828 | Time: 2425.83 ms [2022-03-09 20:37:36 main:574] : INFO : Epoch 1798 | loss: 0.0311443 | val_loss: 0.0311786 | Time: 2364.07 ms [2022-03-09 20:37:38 main:574] : INFO : Epoch 1799 | loss: 0.0311512 | val_loss: 0.0311853 | Time: 2405.04 ms [2022-03-09 20:37:41 main:574] : INFO : Epoch 1800 | loss: 0.0311469 | val_loss: 0.0311807 | Time: 2564.47 ms [2022-03-09 20:37:43 main:574] : INFO : Epoch 1801 | loss: 0.0311389 | val_loss: 0.0311821 | Time: 2401.05 ms [2022-03-09 20:37:46 main:574] : INFO : Epoch 1802 | loss: 0.0311418 | val_loss: 0.0311887 | Time: 2288.98 ms [2022-03-09 20:37:48 main:574] : INFO : Epoch 1803 | loss: 0.0311451 | val_loss: 0.0311903 | Time: 2299.82 ms [2022-03-09 20:37:51 main:574] : INFO : Epoch 1804 | loss: 0.0311422 | val_loss: 0.0311802 | Time: 2526.14 ms [2022-03-09 20:37:53 main:574] : INFO : Epoch 1805 | loss: 0.0311427 | val_loss: 0.031181 | Time: 2641.49 ms [2022-03-09 20:37:56 main:574] : INFO : Epoch 1806 | loss: 0.0311432 | val_loss: 0.0311787 | Time: 2532.26 ms [2022-03-09 20:37:59 main:574] : INFO : Epoch 1807 | loss: 0.0311402 | val_loss: 0.031179 | Time: 2458.4 ms [2022-03-09 20:38:01 main:574] : INFO : Epoch 1808 | loss: 0.0311391 | val_loss: 0.031182 | Time: 2377.9 ms [2022-03-09 20:38:04 main:574] : INFO : Epoch 1809 | loss: 0.0311373 | val_loss: 0.0311852 | Time: 2460.79 ms [2022-03-09 20:38:06 main:574] : INFO : Epoch 1810 | loss: 0.0311416 | val_loss: 0.0311806 | Time: 2422.81 ms [2022-03-09 20:38:08 main:574] : INFO : Epoch 1811 | loss: 0.0311448 | val_loss: 0.0311892 | Time: 2270.55 ms [2022-03-09 20:38:11 main:574] : INFO : Epoch 1812 | loss: 0.0311414 | val_loss: 0.0311809 | Time: 2474.3 ms [2022-03-09 20:38:13 main:574] : INFO : Epoch 1813 | loss: 0.0311387 | val_loss: 0.0311858 | Time: 2274.96 ms [2022-03-09 20:38:16 main:574] : INFO : Epoch 1814 | loss: 0.0311396 | val_loss: 0.0311809 | Time: 2580.29 ms [2022-03-09 20:38:18 main:574] : INFO : Epoch 1815 | loss: 0.0311409 | val_loss: 0.0311927 | Time: 2532.56 ms [2022-03-09 20:38:21 main:574] : INFO : Epoch 1816 | loss: 0.0311382 | val_loss: 0.0311845 | Time: 2406.21 ms [2022-03-09 20:38:23 main:574] : INFO : Epoch 1817 | loss: 0.0311395 | val_loss: 0.0311803 | Time: 2360.75 ms [2022-03-09 20:38:26 main:574] : INFO : Epoch 1818 | loss: 0.0311401 | val_loss: 0.0311811 | Time: 2346.63 ms [2022-03-09 20:38:28 main:574] : INFO : Epoch 1819 | loss: 0.031139 | val_loss: 0.0311907 | Time: 2430.37 ms [2022-03-09 20:38:30 main:574] : INFO : Epoch 1820 | loss: 0.0311398 | val_loss: 0.0311834 | Time: 2367.74 ms [2022-03-09 20:38:33 main:574] : INFO : Epoch 1821 | loss: 0.0311367 | val_loss: 0.0311797 | Time: 2304.42 ms [2022-03-09 20:38:35 main:574] : INFO : Epoch 1822 | loss: 0.0311404 | val_loss: 0.031184 | Time: 2343.07 ms [2022-03-09 20:38:38 main:574] : INFO : Epoch 1823 | loss: 0.031139 | val_loss: 0.0311799 | Time: 2496 ms [2022-03-09 20:38:40 main:574] : INFO : Epoch 1824 | loss: 0.0311397 | val_loss: 0.0311855 | Time: 2357.82 ms [2022-03-09 20:38:43 main:574] : INFO : Epoch 1825 | loss: 0.0311401 | val_loss: 0.0311852 | Time: 2780.1 ms [2022-03-09 20:38:46 main:574] : INFO : Epoch 1826 | loss: 0.0311398 | val_loss: 0.031184 | Time: 2531.54 ms [2022-03-09 20:38:48 main:574] : INFO : Epoch 1827 | loss: 0.0311383 | val_loss: 0.0311794 | Time: 2404.05 ms [2022-03-09 20:38:50 main:574] : INFO : Epoch 1828 | loss: 0.0311372 | val_loss: 0.03118 | Time: 2329.79 ms [2022-03-09 20:38:54 main:574] : INFO : Epoch 1829 | loss: 0.0311367 | val_loss: 0.0311827 | Time: 3051.43 ms [2022-03-09 20:38:56 main:574] : INFO : Epoch 1830 | loss: 0.031138 | val_loss: 0.0311822 | Time: 2423.4 ms [2022-03-09 20:38:58 main:574] : INFO : Epoch 1831 | loss: 0.0311339 | val_loss: 0.031184 | Time: 2400.92 ms [2022-03-09 20:39:01 main:574] : INFO : Epoch 1832 | loss: 0.0311354 | val_loss: 0.0311793 | Time: 2386.6 ms [2022-03-09 20:39:03 main:574] : INFO : Epoch 1833 | loss: 0.0311372 | val_loss: 0.0311811 | Time: 2278.15 ms [2022-03-09 20:39:06 main:574] : INFO : Epoch 1834 | loss: 0.0311379 | val_loss: 0.0311824 | Time: 2340.97 ms [2022-03-09 20:39:08 main:574] : INFO : Epoch 1835 | loss: 0.0311391 | val_loss: 0.0311839 | Time: 2350.06 ms [2022-03-09 20:39:11 main:574] : INFO : Epoch 1836 | loss: 0.0311358 | val_loss: 0.0311837 | Time: 2684.79 ms [2022-03-09 20:39:13 main:574] : INFO : Epoch 1837 | loss: 0.0311464 | val_loss: 0.0311802 | Time: 2497.53 ms [2022-03-09 20:39:16 main:574] : INFO : Epoch 1838 | loss: 0.0311553 | val_loss: 0.0311777 | Time: 2394.8 ms [2022-03-09 20:39:18 main:574] : INFO : Epoch 1839 | loss: 0.0311438 | val_loss: 0.0311775 | Time: 2258.48 ms [2022-03-09 20:39:20 main:574] : INFO : Epoch 1840 | loss: 0.0311405 | val_loss: 0.0311794 | Time: 2390.71 ms [2022-03-09 20:39:23 main:574] : INFO : Epoch 1841 | loss: 0.0311384 | val_loss: 0.0311801 | Time: 2496.89 ms [2022-03-09 20:39:25 main:574] : INFO : Epoch 1842 | loss: 0.0311352 | val_loss: 0.0311827 | Time: 2291.44 ms [2022-03-09 20:39:28 main:574] : INFO : Epoch 1843 | loss: 0.0311342 | val_loss: 0.0311828 | Time: 2328.48 ms [2022-03-09 20:39:30 main:574] : INFO : Epoch 1844 | loss: 0.0311357 | val_loss: 0.0311817 | Time: 2459.04 ms [2022-03-09 20:39:33 main:574] : INFO : Epoch 1845 | loss: 0.0311393 | val_loss: 0.0311821 | Time: 2686.07 ms [2022-03-09 20:39:35 main:574] : INFO : Epoch 1846 | loss: 0.031138 | val_loss: 0.0311917 | Time: 2498.72 ms [2022-03-09 20:39:38 main:574] : INFO : Epoch 1847 | loss: 0.031134 | val_loss: 0.0311838 | Time: 2390.02 ms [2022-03-09 20:39:40 main:574] : INFO : Epoch 1848 | loss: 0.0311304 | val_loss: 0.0311843 | Time: 2608.85 ms [2022-03-09 20:39:43 main:574] : INFO : Epoch 1849 | loss: 0.0311351 | val_loss: 0.0311815 | Time: 2312.78 ms [2022-03-09 20:39:45 main:574] : INFO : Epoch 1850 | loss: 0.0311332 | val_loss: 0.0311812 | Time: 2378.94 ms [2022-03-09 20:39:48 main:574] : INFO : Epoch 1851 | loss: 0.0311443 | val_loss: 0.031182 | Time: 2292.26 ms [2022-03-09 20:39:50 main:574] : INFO : Epoch 1852 | loss: 0.0311397 | val_loss: 0.0311855 | Time: 2541.85 ms [2022-03-09 20:39:53 main:574] : INFO : Epoch 1853 | loss: 0.0311366 | val_loss: 0.0311771 | Time: 2559.8 ms [2022-03-09 20:39:55 main:574] : INFO : Epoch 1854 | loss: 0.031131 | val_loss: 0.0311837 | Time: 2535.35 ms [2022-03-09 20:39:58 main:574] : INFO : Epoch 1855 | loss: 0.031134 | val_loss: 0.0311936 | Time: 2635.75 ms [2022-03-09 20:40:00 main:574] : INFO : Epoch 1856 | loss: 0.0311371 | val_loss: 0.0311825 | Time: 2351.4 ms [2022-03-09 20:40:03 main:574] : INFO : Epoch 1857 | loss: 0.0311306 | val_loss: 0.0311864 | Time: 2284.19 ms [2022-03-09 20:40:05 main:574] : INFO : Epoch 1858 | loss: 0.0311301 | val_loss: 0.0311834 | Time: 2318.36 ms [2022-03-09 20:40:07 main:574] : INFO : Epoch 1859 | loss: 0.0311303 | val_loss: 0.031182 | Time: 2276.72 ms [2022-03-09 20:40:10 main:574] : INFO : Epoch 1860 | loss: 0.0311287 | val_loss: 0.0311854 | Time: 2431.44 ms [2022-03-09 20:40:12 main:574] : INFO : Epoch 1861 | loss: 0.0311312 | val_loss: 0.0311844 | Time: 2395.05 ms [2022-03-09 20:40:15 main:574] : INFO : Epoch 1862 | loss: 0.0311328 | val_loss: 0.031188 | Time: 2382.88 ms [2022-03-09 20:40:17 main:574] : INFO : Epoch 1863 | loss: 0.0311308 | val_loss: 0.0311844 | Time: 2366.31 ms [2022-03-09 20:40:20 main:574] : INFO : Epoch 1864 | loss: 0.031131 | val_loss: 0.0311889 | Time: 2421.08 ms [2022-03-09 20:40:22 main:574] : INFO : Epoch 1865 | loss: 0.031133 | val_loss: 0.0311877 | Time: 2757.38 ms [2022-03-09 20:40:25 main:574] : INFO : Epoch 1866 | loss: 0.0311341 | val_loss: 0.0311928 | Time: 2811.09 ms [2022-03-09 20:40:28 main:574] : INFO : Epoch 1867 | loss: 0.0311292 | val_loss: 0.0311877 | Time: 2310.81 ms [2022-03-09 20:40:30 main:574] : INFO : Epoch 1868 | loss: 0.0311309 | val_loss: 0.0311895 | Time: 2306.69 ms [2022-03-09 20:40:32 main:574] : INFO : Epoch 1869 | loss: 0.0311265 | val_loss: 0.0311855 | Time: 2347.34 ms [2022-03-09 20:40:35 main:574] : INFO : Epoch 1870 | loss: 0.031124 | val_loss: 0.0311888 | Time: 2244.47 ms [2022-03-09 20:40:37 main:574] : INFO : Epoch 1871 | loss: 0.0311319 | val_loss: 0.0311816 | Time: 2382.43 ms [2022-03-09 20:40:40 main:574] : INFO : Epoch 1872 | loss: 0.0311258 | val_loss: 0.0311881 | Time: 2563.14 ms [2022-03-09 20:40:42 main:574] : INFO : Epoch 1873 | loss: 0.0311245 | val_loss: 0.0311856 | Time: 2457.38 ms [2022-03-09 20:40:45 main:574] : INFO : Epoch 1874 | loss: 0.0311285 | val_loss: 0.0311871 | Time: 2274.1 ms [2022-03-09 20:40:47 main:574] : INFO : Epoch 1875 | loss: 0.0311278 | val_loss: 0.0311931 | Time: 2473.34 ms [2022-03-09 20:40:50 main:574] : INFO : Epoch 1876 | loss: 0.0311251 | val_loss: 0.0311826 | Time: 2815.36 ms [2022-03-09 20:40:53 main:574] : INFO : Epoch 1877 | loss: 0.0311288 | val_loss: 0.0311934 | Time: 2535.15 ms [2022-03-09 20:40:55 main:574] : INFO : Epoch 1878 | loss: 0.0311302 | val_loss: 0.0311929 | Time: 2405.52 ms [2022-03-09 20:40:57 main:574] : INFO : Epoch 1879 | loss: 0.0311289 | val_loss: 0.031194 | Time: 2342.19 ms [2022-03-09 20:41:00 main:574] : INFO : Epoch 1880 | loss: 0.0311263 | val_loss: 0.0311952 | Time: 2445.88 ms [2022-03-09 20:41:02 main:574] : INFO : Epoch 1881 | loss: 0.0311294 | val_loss: 0.0311877 | Time: 2344.17 ms [2022-03-09 20:41:05 main:574] : INFO : Epoch 1882 | loss: 0.0311266 | val_loss: 0.0311912 | Time: 2404.38 ms [2022-03-09 20:41:08 main:574] : INFO : Epoch 1883 | loss: 0.0311246 | val_loss: 0.0311991 | Time: 2703.18 ms [2022-03-09 20:41:10 main:574] : INFO : Epoch 1884 | loss: 0.0311297 | val_loss: 0.0311956 | Time: 2409.98 ms [2022-03-09 20:41:13 main:574] : INFO : Epoch 1885 | loss: 0.0311309 | val_loss: 0.031183 | Time: 2742.78 ms [2022-03-09 20:41:15 main:574] : INFO : Epoch 1886 | loss: 0.0311244 | val_loss: 0.0311924 | Time: 2417.33 ms [2022-03-09 20:41:18 main:574] : INFO : Epoch 1887 | loss: 0.0311227 | val_loss: 0.0311929 | Time: 2481.56 ms [2022-03-09 20:41:20 main:574] : INFO : Epoch 1888 | loss: 0.0311257 | val_loss: 0.0311913 | Time: 2594.19 ms [2022-03-09 20:41:23 main:574] : INFO : Epoch 1889 | loss: 0.0311243 | val_loss: 0.0311949 | Time: 2336 ms [2022-03-09 20:41:25 main:574] : INFO : Epoch 1890 | loss: 0.0311254 | val_loss: 0.0311836 | Time: 2384.24 ms [2022-03-09 20:41:28 main:574] : INFO : Epoch 1891 | loss: 0.0311401 | val_loss: 0.031184 | Time: 2316.66 ms [2022-03-09 20:41:30 main:574] : INFO : Epoch 1892 | loss: 0.0311398 | val_loss: 0.0311813 | Time: 2682.81 ms [2022-03-09 20:41:33 main:574] : INFO : Epoch 1893 | loss: 0.031136 | val_loss: 0.0311947 | Time: 2379.33 ms [2022-03-09 20:41:35 main:574] : INFO : Epoch 1894 | loss: 0.0311327 | val_loss: 0.0311878 | Time: 2404.46 ms [2022-03-09 20:41:38 main:574] : INFO : Epoch 1895 | loss: 0.031136 | val_loss: 0.0311854 | Time: 2440.25 ms [2022-03-09 20:41:40 main:574] : INFO : Epoch 1896 | loss: 0.0311319 | val_loss: 0.0311848 | Time: 2539.79 ms [2022-03-09 20:41:43 main:574] : INFO : Epoch 1897 | loss: 0.031129 | val_loss: 0.0312034 | Time: 2386.88 ms [2022-03-09 20:41:45 main:574] : INFO : Epoch 1898 | loss: 0.0311309 | val_loss: 0.0311918 | Time: 2329.08 ms [2022-03-09 20:41:47 main:574] : INFO : Epoch 1899 | loss: 0.0311248 | val_loss: 0.0311963 | Time: 2420.38 ms [2022-03-09 20:41:50 main:574] : INFO : Epoch 1900 | loss: 0.0311294 | val_loss: 0.0311822 | Time: 2368.43 ms [2022-03-09 20:41:52 main:574] : INFO : Epoch 1901 | loss: 0.0311235 | val_loss: 0.0311935 | Time: 2314.97 ms [2022-03-09 20:41:55 main:574] : INFO : Epoch 1902 | loss: 0.0311215 | val_loss: 0.031183 | Time: 2336.75 ms [2022-03-09 20:41:57 main:574] : INFO : Epoch 1903 | loss: 0.0311244 | val_loss: 0.0311949 | Time: 2312.98 ms [2022-03-09 20:41:59 main:574] : INFO : Epoch 1904 | loss: 0.0311261 | val_loss: 0.0311903 | Time: 2426 ms [2022-03-09 20:42:02 main:574] : INFO : Epoch 1905 | loss: 0.0311241 | val_loss: 0.0311888 | Time: 2352.86 ms [2022-03-09 20:42:04 main:574] : INFO : Epoch 1906 | loss: 0.0311254 | val_loss: 0.0311926 | Time: 2527.26 ms [2022-03-09 20:42:07 main:574] : INFO : Epoch 1907 | loss: 0.0311238 | val_loss: 0.0311939 | Time: 2566.18 ms [2022-03-09 20:42:09 main:574] : INFO : Epoch 1908 | loss: 0.0311227 | val_loss: 0.031188 | Time: 2386 ms [2022-03-09 20:42:12 main:574] : INFO : Epoch 1909 | loss: 0.0311215 | val_loss: 0.0311952 | Time: 2731.75 ms [2022-03-09 20:42:15 main:574] : INFO : Epoch 1910 | loss: 0.0311238 | val_loss: 0.0312009 | Time: 2398.8 ms [2022-03-09 20:42:17 main:574] : INFO : Epoch 1911 | loss: 0.031126 | val_loss: 0.0311939 | Time: 2226.76 ms [2022-03-09 20:42:19 main:574] : INFO : Epoch 1912 | loss: 0.0311258 | val_loss: 0.0311985 | Time: 2360.59 ms [2022-03-09 20:42:22 main:574] : INFO : Epoch 1913 | loss: 0.031125 | val_loss: 0.0311869 | Time: 2246.19 ms [2022-03-09 20:42:24 main:574] : INFO : Epoch 1914 | loss: 0.0311301 | val_loss: 0.031188 | Time: 2419.54 ms [2022-03-09 20:42:27 main:574] : INFO : Epoch 1915 | loss: 0.031133 | val_loss: 0.0311878 | Time: 2460.65 ms [2022-03-09 20:42:29 main:574] : INFO : Epoch 1916 | loss: 0.0311324 | val_loss: 0.0311901 | Time: 2558.27 ms [2022-03-09 20:42:32 main:574] : INFO : Epoch 1917 | loss: 0.0311273 | val_loss: 0.0311917 | Time: 2740.51 ms [2022-03-09 20:42:35 main:574] : INFO : Epoch 1918 | loss: 0.0311199 | val_loss: 0.0311869 | Time: 2397.43 ms [2022-03-09 20:42:37 main:574] : INFO : Epoch 1919 | loss: 0.0311192 | val_loss: 0.0311922 | Time: 2365.52 ms [2022-03-09 20:42:39 main:574] : INFO : Epoch 1920 | loss: 0.0311262 | val_loss: 0.0311837 | Time: 2490.18 ms [2022-03-09 20:42:42 main:574] : INFO : Epoch 1921 | loss: 0.0311329 | val_loss: 0.0311916 | Time: 2383.22 ms [2022-03-09 20:42:44 main:574] : INFO : Epoch 1922 | loss: 0.0311248 | val_loss: 0.0311854 | Time: 2382.48 ms [2022-03-09 20:42:47 main:574] : INFO : Epoch 1923 | loss: 0.0311241 | val_loss: 0.0311899 | Time: 2385.13 ms [2022-03-09 20:42:50 main:574] : INFO : Epoch 1924 | loss: 0.0311231 | val_loss: 0.0311969 | Time: 2861.82 ms [2022-03-09 20:42:52 main:574] : INFO : Epoch 1925 | loss: 0.0311235 | val_loss: 0.031199 | Time: 2331.7 ms [2022-03-09 20:42:55 main:574] : INFO : Epoch 1926 | loss: 0.0311192 | val_loss: 0.0311921 | Time: 2554.99 ms [2022-03-09 20:42:57 main:574] : INFO : Epoch 1927 | loss: 0.0311204 | val_loss: 0.0311908 | Time: 2684.48 ms [2022-03-09 20:43:00 main:574] : INFO : Epoch 1928 | loss: 0.0311213 | val_loss: 0.0311929 | Time: 2527.56 ms [2022-03-09 20:43:02 main:574] : INFO : Epoch 1929 | loss: 0.0311211 | val_loss: 0.0311937 | Time: 2391.58 ms [2022-03-09 20:43:05 main:574] : INFO : Epoch 1930 | loss: 0.0311223 | val_loss: 0.0311966 | Time: 2229.03 ms [2022-03-09 20:43:07 main:574] : INFO : Epoch 1931 | loss: 0.0311294 | val_loss: 0.0311867 | Time: 2402.51 ms [2022-03-09 20:43:10 main:574] : INFO : Epoch 1932 | loss: 0.0311312 | val_loss: 0.0311924 | Time: 2486.26 ms [2022-03-09 20:43:12 main:574] : INFO : Epoch 1933 | loss: 0.0311226 | val_loss: 0.0311863 | Time: 2437.27 ms [2022-03-09 20:43:15 main:574] : INFO : Epoch 1934 | loss: 0.0311249 | val_loss: 0.0311888 | Time: 2462.58 ms [2022-03-09 20:43:17 main:574] : INFO : Epoch 1935 | loss: 0.0311313 | val_loss: 0.0311863 | Time: 2412.78 ms [2022-03-09 20:43:20 main:574] : INFO : Epoch 1936 | loss: 0.0311247 | val_loss: 0.0311937 | Time: 2888.49 ms [2022-03-09 20:43:23 main:574] : INFO : Epoch 1937 | loss: 0.0311221 | val_loss: 0.0311914 | Time: 2568.47 ms [2022-03-09 20:43:25 main:574] : INFO : Epoch 1938 | loss: 0.0311241 | val_loss: 0.0311899 | Time: 2408.65 ms [2022-03-09 20:43:27 main:574] : INFO : Epoch 1939 | loss: 0.031143 | val_loss: 0.0311874 | Time: 2365.89 ms [2022-03-09 20:43:30 main:574] : INFO : Epoch 1940 | loss: 0.0311641 | val_loss: 0.0311794 | Time: 2374.85 ms [2022-03-09 20:43:32 main:574] : INFO : Epoch 1941 | loss: 0.03116 | val_loss: 0.0311785 | Time: 2304.67 ms [2022-03-09 20:43:35 main:574] : INFO : Epoch 1942 | loss: 0.0311495 | val_loss: 0.0311802 | Time: 2397.95 ms [2022-03-09 20:43:37 main:574] : INFO : Epoch 1943 | loss: 0.0311389 | val_loss: 0.0311786 | Time: 2412.21 ms [2022-03-09 20:43:40 main:574] : INFO : Epoch 1944 | loss: 0.0311304 | val_loss: 0.0311777 | Time: 2349.32 ms [2022-03-09 20:43:42 main:574] : INFO : Epoch 1945 | loss: 0.0311277 | val_loss: 0.0311844 | Time: 2479.71 ms [2022-03-09 20:43:45 main:574] : INFO : Epoch 1946 | loss: 0.0311244 | val_loss: 0.0311869 | Time: 2725.25 ms [2022-03-09 20:43:48 main:574] : INFO : Epoch 1947 | loss: 0.0311243 | val_loss: 0.0311858 | Time: 3390.03 ms [2022-03-09 20:43:51 main:574] : INFO : Epoch 1948 | loss: 0.0311188 | val_loss: 0.0311894 | Time: 2532.33 ms [2022-03-09 20:43:53 main:574] : INFO : Epoch 1949 | loss: 0.0311366 | val_loss: 0.0311777 | Time: 2237.38 ms [2022-03-09 20:43:56 main:574] : INFO : Epoch 1950 | loss: 0.0311573 | val_loss: 0.0311737 | Time: 2568.89 ms [2022-03-09 20:43:58 main:574] : INFO : Epoch 1951 | loss: 0.0311491 | val_loss: 0.0311733 | Time: 2489.72 ms [2022-03-09 20:44:01 main:574] : INFO : Epoch 1952 | loss: 0.0311403 | val_loss: 0.0311735 | Time: 2444.27 ms [2022-03-09 20:44:03 main:574] : INFO : Epoch 1953 | loss: 0.0311335 | val_loss: 0.0311735 | Time: 2576.76 ms [2022-03-09 20:44:06 main:574] : INFO : Epoch 1954 | loss: 0.0311294 | val_loss: 0.031186 | Time: 2348.99 ms [2022-03-09 20:44:08 main:574] : INFO : Epoch 1955 | loss: 0.0311226 | val_loss: 0.0311836 | Time: 2518.66 ms [2022-03-09 20:44:12 main:574] : INFO : Epoch 1956 | loss: 0.0311219 | val_loss: 0.0311894 | Time: 3271.88 ms [2022-03-09 20:44:14 main:574] : INFO : Epoch 1957 | loss: 0.0311223 | val_loss: 0.0311908 | Time: 2660.42 ms [2022-03-09 20:44:17 main:574] : INFO : Epoch 1958 | loss: 0.0311204 | val_loss: 0.0311927 | Time: 2438.33 ms [2022-03-09 20:44:19 main:574] : INFO : Epoch 1959 | loss: 0.03112 | val_loss: 0.0311882 | Time: 2302.28 ms [2022-03-09 20:44:21 main:574] : INFO : Epoch 1960 | loss: 0.0311182 | val_loss: 0.0311907 | Time: 2250.92 ms [2022-03-09 20:44:24 main:574] : INFO : Epoch 1961 | loss: 0.0311166 | val_loss: 0.0311811 | Time: 2342.03 ms [2022-03-09 20:44:26 main:574] : INFO : Epoch 1962 | loss: 0.0311171 | val_loss: 0.0311989 | Time: 2345.65 ms [2022-03-09 20:44:29 main:574] : INFO : Epoch 1963 | loss: 0.0311176 | val_loss: 0.0311863 | Time: 2455.09 ms [2022-03-09 20:44:31 main:574] : INFO : Epoch 1964 | loss: 0.0311183 | val_loss: 0.0311852 | Time: 2622.51 ms [2022-03-09 20:44:34 main:574] : INFO : Epoch 1965 | loss: 0.0311187 | val_loss: 0.0311895 | Time: 2793.27 ms [2022-03-09 20:44:37 main:574] : INFO : Epoch 1966 | loss: 0.0311209 | val_loss: 0.0311967 | Time: 2324.25 ms [2022-03-09 20:44:39 main:574] : INFO : Epoch 1967 | loss: 0.0311167 | val_loss: 0.03119 | Time: 2526.86 ms [2022-03-09 20:44:42 main:574] : INFO : Epoch 1968 | loss: 0.0311146 | val_loss: 0.0311945 | Time: 2369.6 ms [2022-03-09 20:44:44 main:574] : INFO : Epoch 1969 | loss: 0.031112 | val_loss: 0.0312 | Time: 2374.05 ms [2022-03-09 20:44:46 main:574] : INFO : Epoch 1970 | loss: 0.0311166 | val_loss: 0.0311872 | Time: 2375.7 ms [2022-03-09 20:44:49 main:574] : INFO : Epoch 1971 | loss: 0.0311137 | val_loss: 0.0311897 | Time: 2374.23 ms [2022-03-09 20:44:51 main:574] : INFO : Epoch 1972 | loss: 0.0311123 | val_loss: 0.0311857 | Time: 2439.08 ms [2022-03-09 20:44:54 main:574] : INFO : Epoch 1973 | loss: 0.0311135 | val_loss: 0.0312031 | Time: 2376.71 ms [2022-03-09 20:44:56 main:574] : INFO : Epoch 1974 | loss: 0.0311111 | val_loss: 0.0311943 | Time: 2657.56 ms [2022-03-09 20:44:59 main:574] : INFO : Epoch 1975 | loss: 0.0311139 | val_loss: 0.0311987 | Time: 2599.29 ms [2022-03-09 20:45:02 main:574] : INFO : Epoch 1976 | loss: 0.0311126 | val_loss: 0.0311892 | Time: 2868.33 ms [2022-03-09 20:45:05 main:574] : INFO : Epoch 1977 | loss: 0.0311118 | val_loss: 0.0311946 | Time: 2449.14 ms [2022-03-09 20:45:07 main:574] : INFO : Epoch 1978 | loss: 0.0311162 | val_loss: 0.0311914 | Time: 2285.62 ms [2022-03-09 20:45:09 main:574] : INFO : Epoch 1979 | loss: 0.0311149 | val_loss: 0.0311905 | Time: 2305.42 ms [2022-03-09 20:45:12 main:574] : INFO : Epoch 1980 | loss: 0.0311122 | val_loss: 0.0311942 | Time: 2540.67 ms [2022-03-09 20:45:14 main:574] : INFO : Epoch 1981 | loss: 0.0311138 | val_loss: 0.0311898 | Time: 2465.25 ms [2022-03-09 20:45:17 main:574] : INFO : Epoch 1982 | loss: 0.0311109 | val_loss: 0.0311943 | Time: 2498.09 ms [2022-03-09 20:45:19 main:574] : INFO : Epoch 1983 | loss: 0.0311089 | val_loss: 0.0311891 | Time: 2398.53 ms [2022-03-09 20:45:22 main:574] : INFO : Epoch 1984 | loss: 0.0311118 | val_loss: 0.0311925 | Time: 2632.83 ms [2022-03-09 20:45:24 main:574] : INFO : Epoch 1985 | loss: 0.0311137 | val_loss: 0.0311985 | Time: 2487.18 ms [2022-03-09 20:45:27 main:574] : INFO : Epoch 1986 | loss: 0.0311185 | val_loss: 0.0311923 | Time: 2544.73 ms [2022-03-09 20:45:29 main:574] : INFO : Epoch 1987 | loss: 0.031115 | val_loss: 0.0311956 | Time: 2347.27 ms [2022-03-09 20:45:32 main:574] : INFO : Epoch 1988 | loss: 0.0311158 | val_loss: 0.0311985 | Time: 2401.24 ms [2022-03-09 20:45:34 main:574] : INFO : Epoch 1989 | loss: 0.0311161 | val_loss: 0.0312014 | Time: 2438.5 ms [2022-03-09 20:45:37 main:574] : INFO : Epoch 1990 | loss: 0.0311124 | val_loss: 0.0311985 | Time: 2703.14 ms [2022-03-09 20:45:40 main:574] : INFO : Epoch 1991 | loss: 0.0311078 | val_loss: 0.0311902 | Time: 2609.15 ms [2022-03-09 20:45:42 main:574] : INFO : Epoch 1992 | loss: 0.0311168 | val_loss: 0.0312075 | Time: 2545.62 ms [2022-03-09 20:45:45 main:574] : INFO : Epoch 1993 | loss: 0.0311152 | val_loss: 0.0311938 | Time: 2327.33 ms [2022-03-09 20:45:47 main:574] : INFO : Epoch 1994 | loss: 0.0311134 | val_loss: 0.0311862 | Time: 2363.72 ms [2022-03-09 20:45:50 main:574] : INFO : Epoch 1995 | loss: 0.0311061 | val_loss: 0.0311975 | Time: 2421.48 ms [2022-03-09 20:45:52 main:574] : INFO : Epoch 1996 | loss: 0.0311093 | val_loss: 0.0312012 | Time: 2417.89 ms [2022-03-09 20:45:54 main:574] : INFO : Epoch 1997 | loss: 0.0311118 | val_loss: 0.031191 | Time: 2315.81 ms [2022-03-09 20:45:57 main:574] : INFO : Epoch 1998 | loss: 0.0311132 | val_loss: 0.0311956 | Time: 2442.42 ms [2022-03-09 20:46:00 main:574] : INFO : Epoch 1999 | loss: 0.0311095 | val_loss: 0.0311981 | Time: 2777.73 ms [2022-03-09 20:46:02 main:574] : INFO : Epoch 2000 | loss: 0.0311049 | val_loss: 0.0312002 | Time: 2412.41 ms [2022-03-09 20:46:05 main:574] : INFO : Epoch 2001 | loss: 0.0311053 | val_loss: 0.0312049 | Time: 2803.12 ms [2022-03-09 20:46:07 main:574] : INFO : Epoch 2002 | loss: 0.0311019 | val_loss: 0.0311933 | Time: 2324.68 ms [2022-03-09 20:46:10 main:574] : INFO : Epoch 2003 | loss: 0.0311048 | val_loss: 0.0311908 | Time: 2351.52 ms [2022-03-09 20:46:12 main:574] : INFO : Epoch 2004 | loss: 0.0311098 | val_loss: 0.0311955 | Time: 2397.77 ms [2022-03-09 20:46:15 main:574] : INFO : Epoch 2005 | loss: 0.0311156 | val_loss: 0.0311986 | Time: 2450.5 ms [2022-03-09 20:46:17 main:574] : INFO : Epoch 2006 | loss: 0.0311255 | val_loss: 0.0312059 | Time: 2416.29 ms [2022-03-09 20:46:20 main:574] : INFO : Epoch 2007 | loss: 0.031113 | val_loss: 0.0311947 | Time: 2543.66 ms [2022-03-09 20:46:22 main:574] : INFO : Epoch 2008 | loss: 0.0311086 | val_loss: 0.0312024 | Time: 2542.18 ms [2022-03-09 20:46:25 main:574] : INFO : Epoch 2009 | loss: 0.031116 | val_loss: 0.0311926 | Time: 2443.99 ms [2022-03-09 20:46:27 main:574] : INFO : Epoch 2010 | loss: 0.0311142 | val_loss: 0.0311953 | Time: 2279.31 ms [2022-03-09 20:46:30 main:574] : INFO : Epoch 2011 | loss: 0.0311113 | val_loss: 0.031184 | Time: 2406.37 ms [2022-03-09 20:46:33 main:574] : INFO : Epoch 2012 | loss: 0.0311213 | val_loss: 0.0311931 | Time: 2817.84 ms [2022-03-09 20:46:35 main:574] : INFO : Epoch 2013 | loss: 0.0311125 | val_loss: 0.0311904 | Time: 2708.44 ms [2022-03-09 20:46:38 main:574] : INFO : Epoch 2014 | loss: 0.0311134 | val_loss: 0.0311967 | Time: 2449.17 ms [2022-03-09 20:46:40 main:574] : INFO : Epoch 2015 | loss: 0.0311095 | val_loss: 0.0311949 | Time: 2519.74 ms [2022-03-09 20:46:43 main:574] : INFO : Epoch 2016 | loss: 0.0311051 | val_loss: 0.0311997 | Time: 2313.88 ms [2022-03-09 20:46:45 main:574] : INFO : Epoch 2017 | loss: 0.0311031 | val_loss: 0.0312036 | Time: 2387.77 ms [2022-03-09 20:46:48 main:574] : INFO : Epoch 2018 | loss: 0.0311057 | val_loss: 0.0311989 | Time: 2513.43 ms [2022-03-09 20:46:50 main:574] : INFO : Epoch 2019 | loss: 0.0311049 | val_loss: 0.0311947 | Time: 2503.89 ms [2022-03-09 20:46:53 main:574] : INFO : Epoch 2020 | loss: 0.0311107 | val_loss: 0.0311892 | Time: 2698.53 ms [2022-03-09 20:46:55 main:574] : INFO : Epoch 2021 | loss: 0.0311142 | val_loss: 0.0311955 | Time: 2396.94 ms [2022-03-09 20:46:58 main:574] : INFO : Epoch 2022 | loss: 0.0311086 | val_loss: 0.0311985 | Time: 2339.48 ms [2022-03-09 20:47:00 main:574] : INFO : Epoch 2023 | loss: 0.0311057 | val_loss: 0.0311948 | Time: 2304.33 ms [2022-03-09 20:47:03 main:574] : INFO : Epoch 2024 | loss: 0.0311018 | val_loss: 0.0311983 | Time: 2376.19 ms [2022-03-09 20:47:05 main:574] : INFO : Epoch 2025 | loss: 0.0311056 | val_loss: 0.0311938 | Time: 2467.77 ms [2022-03-09 20:47:07 main:574] : INFO : Epoch 2026 | loss: 0.0311072 | val_loss: 0.0311919 | Time: 2293.31 ms [2022-03-09 20:47:10 main:574] : INFO : Epoch 2027 | loss: 0.0311093 | val_loss: 0.0311847 | Time: 2446.55 ms [2022-03-09 20:47:12 main:574] : INFO : Epoch 2028 | loss: 0.031104 | val_loss: 0.0312065 | Time: 2574.17 ms [2022-03-09 20:47:15 main:574] : INFO : Epoch 2029 | loss: 0.0311022 | val_loss: 0.0311959 | Time: 2523.27 ms [2022-03-09 20:47:18 main:574] : INFO : Epoch 2030 | loss: 0.0310978 | val_loss: 0.0312085 | Time: 2429.11 ms [2022-03-09 20:47:20 main:574] : INFO : Epoch 2031 | loss: 0.0311077 | val_loss: 0.0311943 | Time: 2483.96 ms [2022-03-09 20:47:23 main:574] : INFO : Epoch 2032 | loss: 0.0311086 | val_loss: 0.0312073 | Time: 2534.8 ms [2022-03-09 20:47:25 main:574] : INFO : Epoch 2033 | loss: 0.0311088 | val_loss: 0.0311953 | Time: 2697.32 ms [2022-03-09 20:47:28 main:574] : INFO : Epoch 2034 | loss: 0.0311054 | val_loss: 0.0312014 | Time: 2436.82 ms [2022-03-09 20:47:30 main:574] : INFO : Epoch 2035 | loss: 0.0311088 | val_loss: 0.0312016 | Time: 2348.01 ms [2022-03-09 20:47:33 main:574] : INFO : Epoch 2036 | loss: 0.0311112 | val_loss: 0.0312016 | Time: 2433.85 ms [2022-03-09 20:47:35 main:574] : INFO : Epoch 2037 | loss: 0.0311107 | val_loss: 0.0312058 | Time: 2654.06 ms [2022-03-09 20:47:38 main:574] : INFO : Epoch 2038 | loss: 0.0311089 | val_loss: 0.0312026 | Time: 2524.91 ms [2022-03-09 20:47:41 main:574] : INFO : Epoch 2039 | loss: 0.0311035 | val_loss: 0.031209 | Time: 2586.13 ms [2022-03-09 20:47:43 main:574] : INFO : Epoch 2040 | loss: 0.0311062 | val_loss: 0.031203 | Time: 2460.9 ms [2022-03-09 20:47:46 main:574] : INFO : Epoch 2041 | loss: 0.0311033 | val_loss: 0.0312047 | Time: 2479.43 ms [2022-03-09 20:47:48 main:574] : INFO : Epoch 2042 | loss: 0.0310992 | val_loss: 0.0312083 | Time: 2649.86 ms [2022-03-09 20:47:51 main:574] : INFO : Epoch 2043 | loss: 0.0311029 | val_loss: 0.0312041 | Time: 2256.73 ms [2022-03-09 20:47:53 main:574] : INFO : Epoch 2044 | loss: 0.0311044 | val_loss: 0.031203 | Time: 2320.08 ms [2022-03-09 20:47:55 main:574] : INFO : Epoch 2045 | loss: 0.0311058 | val_loss: 0.0312102 | Time: 2509.19 ms [2022-03-09 20:47:58 main:574] : INFO : Epoch 2046 | loss: 0.0311026 | val_loss: 0.0312072 | Time: 2451.64 ms [2022-03-09 20:48:00 main:574] : INFO : Epoch 2047 | loss: 0.0311028 | val_loss: 0.0312009 | Time: 2393.29 ms [2022-03-09 20:48:03 main:574] : INFO : Epoch 2048 | loss: 0.0311017 | val_loss: 0.0311937 | Time: 2474.74 ms [2022-03-09 20:48:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311937 [2022-03-09 20:48:03 main:603] : INFO : Saving end state to config to file [2022-03-09 20:48:03 main:608] : INFO : Success, exiting.. 20:48:03 (19184): 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)