Task 3744373
| Name | ParityModified-1611091109-24566-1_0 |
| Workunit | 1924139 |
| Created | 20 Jan 2021, 17:26:37 UTC |
| Sent | 22 Jan 2021, 13:01:54 UTC |
| Report deadline | 29 Jan 2021, 13:01:54 UTC |
| Received | 22 Jan 2021, 14:40:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 27 min 36 sec |
| CPU time | 1 hours 16 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.87 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311114 | val_loss: 0.0311589 | Time: 2563.33 ms
[2021-01-22 06:18:49 main:574] : INFO : Epoch 1543 | loss: 0.0311039 | val_loss: 0.0311546 | Time: 2451.4 ms
[2021-01-22 06:18:52 main:574] : INFO : Epoch 1544 | loss: 0.0310961 | val_loss: 0.0311537 | Time: 2416.7 ms
[2021-01-22 06:18:54 main:574] : INFO : Epoch 1545 | loss: 0.0310963 | val_loss: 0.0311534 | Time: 2419.44 ms
[2021-01-22 06:18:57 main:574] : INFO : Epoch 1546 | loss: 0.0310919 | val_loss: 0.0311536 | Time: 2544.68 ms
[2021-01-22 06:18:59 main:574] : INFO : Epoch 1547 | loss: 0.0310879 | val_loss: 0.0311602 | Time: 2476.38 ms
[2021-01-22 06:19:02 main:574] : INFO : Epoch 1548 | loss: 0.0310864 | val_loss: 0.0311647 | Time: 2569.26 ms
[2021-01-22 06:19:05 main:574] : INFO : Epoch 1549 | loss: 0.0310804 | val_loss: 0.0311574 | Time: 2503.7 ms
[2021-01-22 06:19:07 main:574] : INFO : Epoch 1550 | loss: 0.0310744 | val_loss: 0.0311683 | Time: 2441.56 ms
[2021-01-22 06:19:10 main:574] : INFO : Epoch 1551 | loss: 0.0310753 | val_loss: 0.0311744 | Time: 2528.49 ms
[2021-01-22 06:19:12 main:574] : INFO : Epoch 1552 | loss: 0.0310706 | val_loss: 0.0311697 | Time: 2506.08 ms
[2021-01-22 06:19:15 main:574] : INFO : Epoch 1553 | loss: 0.031073 | val_loss: 0.03117 | Time: 2491.42 ms
[2021-01-22 06:19:17 main:574] : INFO : Epoch 1554 | loss: 0.0310747 | val_loss: 0.0311719 | Time: 2512.71 ms
[2021-01-22 06:19:20 main:574] : INFO : Epoch 1555 | loss: 0.0310751 | val_loss: 0.0311866 | Time: 2451.76 ms
[2021-01-22 06:19:22 main:574] : INFO : Epoch 1556 | loss: 0.0310758 | val_loss: 0.0311919 | Time: 2494.99 ms
[2021-01-22 06:19:25 main:574] : INFO : Epoch 1557 | loss: 0.0310625 | val_loss: 0.0311867 | Time: 2470.96 ms
[2021-01-22 06:19:28 main:574] : INFO : Epoch 1558 | loss: 0.0310676 | val_loss: 0.0311721 | Time: 2634.39 ms
[2021-01-22 06:19:30 main:574] : INFO : Epoch 1559 | loss: 0.0310823 | val_loss: 0.0311664 | Time: 2529.89 ms
[2021-01-22 06:19:33 main:574] : INFO : Epoch 1560 | loss: 0.0310837 | val_loss: 0.0311731 | Time: 2570.16 ms
[2021-01-22 06:19:35 main:574] : INFO : Epoch 1561 | loss: 0.0310727 | val_loss: 0.0311773 | Time: 2520.39 ms
[2021-01-22 06:19:38 main:574] : INFO : Epoch 1562 | loss: 0.0310666 | val_loss: 0.0311656 | Time: 2523.91 ms
[2021-01-22 06:19:40 main:574] : INFO : Epoch 1563 | loss: 0.0310574 | val_loss: 0.0311743 | Time: 2541.34 ms
[2021-01-22 06:19:43 main:574] : INFO : Epoch 1564 | loss: 0.0310532 | val_loss: 0.0311892 | Time: 2385.42 ms
[2021-01-22 06:19:46 main:574] : INFO : Epoch 1565 | loss: 0.0310528 | val_loss: 0.0311736 | Time: 2595.49 ms
[2021-01-22 06:19:48 main:574] : INFO : Epoch 1566 | loss: 0.0310507 | val_loss: 0.0311806 | Time: 2416.79 ms
[2021-01-22 06:19:51 main:574] : INFO : Epoch 1567 | loss: 0.0310485 | val_loss: 0.0311751 | Time: 2497.36 ms
[2021-01-22 06:19:53 main:574] : INFO : Epoch 1568 | loss: 0.0310536 | val_loss: 0.0311684 | Time: 2552.33 ms
[2021-01-22 06:19:56 main:574] : INFO : Epoch 1569 | loss: 0.031045 | val_loss: 0.0311718 | Time: 2507.18 ms
[2021-01-22 06:19:58 main:574] : INFO : Epoch 1570 | loss: 0.0310439 | val_loss: 0.0311993 | Time: 2448.26 ms
[2021-01-22 06:20:01 main:574] : INFO : Epoch 1571 | loss: 0.0310493 | val_loss: 0.0311823 | Time: 2409.76 ms
[2021-01-22 06:20:03 main:574] : INFO : Epoch 1572 | loss: 0.0310457 | val_loss: 0.0311727 | Time: 2464.42 ms
[2021-01-22 06:20:06 main:574] : INFO : Epoch 1573 | loss: 0.0310593 | val_loss: 0.0311745 | Time: 2438.33 ms
[2021-01-22 06:20:08 main:574] : INFO : Epoch 1574 | loss: 0.0310561 | val_loss: 0.0311825 | Time: 2498.48 ms
[2021-01-22 06:20:11 main:574] : INFO : Epoch 1575 | loss: 0.0310436 | val_loss: 0.0311683 | Time: 2399.11 ms
[2021-01-22 06:20:13 main:574] : INFO : Epoch 1576 | loss: 0.0310423 | val_loss: 0.0311905 | Time: 2415.78 ms
[2021-01-22 06:20:16 main:574] : INFO : Epoch 1577 | loss: 0.0310378 | val_loss: 0.0311854 | Time: 2458.97 ms
[2021-01-22 06:20:18 main:574] : INFO : Epoch 1578 | loss: 0.0310436 | val_loss: 0.0311716 | Time: 2506.57 ms
[2021-01-22 06:20:21 main:574] : INFO : Epoch 1579 | loss: 0.0310453 | val_loss: 0.0311785 | Time: 2469.5 ms
[2021-01-22 06:20:23 main:574] : INFO : Epoch 1580 | loss: 0.0310503 | val_loss: 0.0311772 | Time: 2441.85 ms
[2021-01-22 06:20:26 main:574] : INFO : Epoch 1581 | loss: 0.0310551 | val_loss: 0.0311917 | Time: 2457.97 ms
[2021-01-22 06:20:28 main:574] : INFO : Epoch 1582 | loss: 0.0310434 | val_loss: 0.0311833 | Time: 2489.11 ms
[2021-01-22 06:20:31 main:574] : INFO : Epoch 1583 | loss: 0.0310381 | val_loss: 0.0311959 | Time: 2436.3 ms
[2021-01-22 06:20:33 main:574] : INFO : Epoch 1584 | loss: 0.0310384 | val_loss: 0.0311813 | Time: 2479.11 ms
[2021-01-22 06:20:36 main:574] : INFO : Epoch 1585 | loss: 0.0310386 | val_loss: 0.0311843 | Time: 2475.55 ms
[2021-01-22 06:20:39 main:574] : INFO : Epoch 1586 | loss: 0.0310474 | val_loss: 0.0311857 | Time: 2471.73 ms
[2021-01-22 06:20:41 main:574] : INFO : Epoch 1587 | loss: 0.0310468 | val_loss: 0.0311769 | Time: 2508.43 ms
[2021-01-22 06:20:44 main:574] : INFO : Epoch 1588 | loss: 0.0310464 | val_loss: 0.0311723 | Time: 2430.11 ms
[2021-01-22 06:20:46 main:574] : INFO : Epoch 1589 | loss: 0.0310464 | val_loss: 0.031189 | Time: 2492.47 ms
[2021-01-22 06:20:49 main:574] : INFO : Epoch 1590 | loss: 0.0310401 | val_loss: 0.0311813 | Time: 2422.11 ms
[2021-01-22 06:20:51 main:574] : INFO : Epoch 1591 | loss: 0.0310353 | val_loss: 0.0311849 | Time: 2413.55 ms
[2021-01-22 06:20:54 main:574] : INFO : Epoch 1592 | loss: 0.0310364 | val_loss: 0.0311741 | Time: 2490.17 ms
[2021-01-22 06:20:56 main:574] : INFO : Epoch 1593 | loss: 0.031036 | val_loss: 0.031191 | Time: 2375.05 ms
[2021-01-22 06:20:59 main:574] : INFO : Epoch 1594 | loss: 0.0310366 | val_loss: 0.0311829 | Time: 2680.58 ms
[2021-01-22 06:21:01 main:574] : INFO : Epoch 1595 | loss: 0.0310407 | val_loss: 0.0311927 | Time: 2464.41 ms
[2021-01-22 06:21:04 main:574] : INFO : Epoch 1596 | loss: 0.0310459 | val_loss: 0.031186 | Time: 2486.45 ms
[2021-01-22 06:21:06 main:574] : INFO : Epoch 1597 | loss: 0.0310411 | val_loss: 0.031175 | Time: 2357.98 ms
[2021-01-22 06:21:09 main:574] : INFO : Epoch 1598 | loss: 0.0310405 | val_loss: 0.0311906 | Time: 2507.88 ms
[2021-01-22 06:21:11 main:574] : INFO : Epoch 1599 | loss: 0.0310371 | val_loss: 0.0311924 | Time: 2479.7 ms
[2021-01-22 06:21:14 main:574] : INFO : Epoch 1600 | loss: 0.0310376 | val_loss: 0.031193 | Time: 2594.21 ms
[2021-01-22 06:21:17 main:574] : INFO : Epoch 1601 | loss: 0.031037 | val_loss: 0.0311785 | Time: 2516.67 ms
[2021-01-22 06:21:19 main:574] : INFO : Epoch 1602 | loss: 0.0310348 | val_loss: 0.0311871 | Time: 2649.7 ms
[2021-01-22 06:21:22 main:574] : INFO : Epoch 1603 | loss: 0.0310386 | val_loss: 0.0311869 | Time: 2594.61 ms
[2021-01-22 06:21:25 main:574] : INFO : Epoch 1604 | loss: 0.0310382 | val_loss: 0.0311848 | Time: 2697.53 ms
[2021-01-22 06:21:27 main:574] : INFO : Epoch 1605 | loss: 0.0310359 | val_loss: 0.0311909 | Time: 2673.39 ms
[2021-01-22 06:21:30 main:574] : INFO : Epoch 1606 | loss: 0.0310366 | val_loss: 0.0311778 | Time: 2589.92 ms
[2021-01-22 06:21:33 main:574] : INFO : Epoch 1607 | loss: 0.0310306 | val_loss: 0.0311948 | Time: 2468.88 ms
[2021-01-22 06:21:35 main:574] : INFO : Epoch 1608 | loss: 0.031031 | val_loss: 0.0311907 | Time: 2715.35 ms
[2021-01-22 06:21:38 main:574] : INFO : Epoch 1609 | loss: 0.031067 | val_loss: 0.0311677 | Time: 2809.29 ms
[2021-01-22 06:21:41 main:574] : INFO : Epoch 1610 | loss: 0.0310872 | val_loss: 0.0311623 | Time: 2575.17 ms
[2021-01-22 06:21:43 main:574] : INFO : Epoch 1611 | loss: 0.0310743 | val_loss: 0.0311703 | Time: 2568.62 ms
[2021-01-22 06:21:46 main:574] : INFO : Epoch 1612 | loss: 0.0310584 | val_loss: 0.0311894 | Time: 2416.48 ms
[2021-01-22 06:21:49 main:574] : INFO : Epoch 1613 | loss: 0.0310504 | val_loss: 0.0311816 | Time: 2496.22 ms
[2021-01-22 06:21:51 main:574] : INFO : Epoch 1614 | loss: 0.0310559 | val_loss: 0.0311698 | Time: 2500.28 ms
[2021-01-22 06:21:54 main:574] : INFO : Epoch 1615 | loss: 0.0310433 | val_loss: 0.0311764 | Time: 2536.01 ms
[2021-01-22 06:21:56 main:574] : INFO : Epoch 1616 | loss: 0.0310408 | val_loss: 0.0311915 | Time: 2504.12 ms
[2021-01-22 06:21:59 main:574] : INFO : Epoch 1617 | loss: 0.0310433 | val_loss: 0.0311793 | Time: 2412.34 ms
[2021-01-22 06:22:01 main:574] : INFO : Epoch 1618 | loss: 0.0310379 | val_loss: 0.0311881 | Time: 2512.05 ms
[2021-01-22 06:22:04 main:574] : INFO : Epoch 1619 | loss: 0.0310404 | val_loss: 0.0311822 | Time: 2471.34 ms
[2021-01-22 06:22:06 main:574] : INFO : Epoch 1620 | loss: 0.0310504 | val_loss: 0.0311815 | Time: 2490 ms
[2021-01-22 06:22:09 main:574] : INFO : Epoch 1621 | loss: 0.0310487 | val_loss: 0.0311699 | Time: 2442.57 ms
[2021-01-22 06:22:12 main:574] : INFO : Epoch 1622 | loss: 0.0310416 | val_loss: 0.0311822 | Time: 2573.88 ms
[2021-01-22 06:22:14 main:574] : INFO : Epoch 1623 | loss: 0.0310477 | val_loss: 0.0311784 | Time: 2562.46 ms
[2021-01-22 06:22:17 main:574] : INFO : Epoch 1624 | loss: 0.0310441 | val_loss: 0.0311796 | Time: 2482.45 ms
[2021-01-22 06:22:19 main:574] : INFO : Epoch 1625 | loss: 0.0310426 | val_loss: 0.0311703 | Time: 2476.94 ms
[2021-01-22 06:22:22 main:574] : INFO : Epoch 1626 | loss: 0.0310437 | val_loss: 0.031186 | Time: 2400.96 ms
[2021-01-22 06:22:24 main:574] : INFO : Epoch 1627 | loss: 0.0310378 | val_loss: 0.0311921 | Time: 2529.05 ms
[2021-01-22 06:22:27 main:574] : INFO : Epoch 1628 | loss: 0.0310384 | val_loss: 0.0312048 | Time: 2468.78 ms
[2021-01-22 06:22:29 main:574] : INFO : Epoch 1629 | loss: 0.0310407 | val_loss: 0.0311745 | Time: 2457.7 ms
[2021-01-22 06:22:32 main:574] : INFO : Epoch 1630 | loss: 0.0310405 | val_loss: 0.0311896 | Time: 2541 ms
[2021-01-22 06:22:34 main:574] : INFO : Epoch 1631 | loss: 0.0310338 | val_loss: 0.031182 | Time: 2485.44 ms
[2021-01-22 06:22:37 main:574] : INFO : Epoch 1632 | loss: 0.0310284 | val_loss: 0.0311952 | Time: 2548.62 ms
[2021-01-22 06:22:40 main:574] : INFO : Epoch 1633 | loss: 0.0310326 | val_loss: 0.0311859 | Time: 2519.72 ms
[2021-01-22 06:22:42 main:574] : INFO : Epoch 1634 | loss: 0.0310305 | val_loss: 0.0312091 | Time: 2493.48 ms
[2021-01-22 06:22:45 main:574] : INFO : Epoch 1635 | loss: 0.0310337 | val_loss: 0.0311823 | Time: 2512.83 ms
[2021-01-22 06:22:47 main:574] : INFO : Epoch 1636 | loss: 0.0310458 | val_loss: 0.0311969 | Time: 2426.62 ms
[2021-01-22 06:22:50 main:574] : INFO : Epoch 1637 | loss: 0.0310418 | val_loss: 0.0312091 | Time: 2536.86 ms
[2021-01-22 06:22:52 main:574] : INFO : Epoch 1638 | loss: 0.0310446 | val_loss: 0.0311891 | Time: 2420.81 ms
[2021-01-22 06:22:55 main:574] : INFO : Epoch 1639 | loss: 0.0310443 | val_loss: 0.0311803 | Time: 2519.36 ms
[2021-01-22 06:22:57 main:574] : INFO : Epoch 1640 | loss: 0.0310409 | val_loss: 0.0311768 | Time: 2403.68 ms
[2021-01-22 06:23:00 main:574] : INFO : Epoch 1641 | loss: 0.0310352 | val_loss: 0.0311959 | Time: 2459.85 ms
[2021-01-22 06:23:02 main:574] : INFO : Epoch 1642 | loss: 0.0310361 | val_loss: 0.0311829 | Time: 2461.88 ms
[2021-01-22 06:23:05 main:574] : INFO : Epoch 1643 | loss: 0.0310335 | val_loss: 0.0311776 | Time: 2380.7 ms
[2021-01-22 06:23:07 main:574] : INFO : Epoch 1644 | loss: 0.0310309 | val_loss: 0.0312043 | Time: 2518.15 ms
[2021-01-22 06:23:10 main:574] : INFO : Epoch 1645 | loss: 0.0310449 | val_loss: 0.0311913 | Time: 2426.63 ms
[2021-01-22 06:23:12 main:574] : INFO : Epoch 1646 | loss: 0.0310363 | val_loss: 0.0312012 | Time: 2492.81 ms
[2021-01-22 06:23:15 main:574] : INFO : Epoch 1647 | loss: 0.0310461 | val_loss: 0.031175 | Time: 2432.68 ms
[2021-01-22 06:23:17 main:574] : INFO : Epoch 1648 | loss: 0.0310462 | val_loss: 0.03118 | Time: 2555.72 ms
[2021-01-22 06:23:20 main:574] : INFO : Epoch 1649 | loss: 0.0310455 | val_loss: 0.0311899 | Time: 2419.64 ms
[2021-01-22 06:23:23 main:574] : INFO : Epoch 1650 | loss: 0.031045 | val_loss: 0.0311907 | Time: 2483.84 ms
[2021-01-22 06:23:25 main:574] : INFO : Epoch 1651 | loss: 0.0310399 | val_loss: 0.0311795 | Time: 2503.66 ms
[2021-01-22 06:23:28 main:574] : INFO : Epoch 1652 | loss: 0.0310402 | val_loss: 0.0311932 | Time: 2498.48 ms
[2021-01-22 06:23:30 main:574] : INFO : Epoch 1653 | loss: 0.0310413 | val_loss: 0.0311946 | Time: 2470.62 ms
[2021-01-22 06:23:33 main:574] : INFO : Epoch 1654 | loss: 0.0310427 | val_loss: 0.0311874 | Time: 2441.03 ms
[2021-01-22 06:23:35 main:574] : INFO : Epoch 1655 | loss: 0.0310436 | val_loss: 0.0311834 | Time: 2456.35 ms
[2021-01-22 06:23:38 main:574] : INFO : Epoch 1656 | loss: 0.0310464 | val_loss: 0.0311799 | Time: 2504.05 ms
[2021-01-22 06:23:40 main:574] : INFO : Epoch 1657 | loss: 0.0310431 | val_loss: 0.0311819 | Time: 2494.63 ms
[2021-01-22 06:23:43 main:574] : INFO : Epoch 1658 | loss: 0.0310392 | val_loss: 0.0311903 | Time: 2480.11 ms
[2021-01-22 06:23:45 main:574] : INFO : Epoch 1659 | loss: 0.0310427 | val_loss: 0.0311746 | Time: 2486.71 ms
[2021-01-22 06:23:48 main:574] : INFO : Epoch 1660 | loss: 0.0310693 | val_loss: 0.0311818 | Time: 2426.64 ms
[2021-01-22 06:23:50 main:574] : INFO : Epoch 1661 | loss: 0.0310529 | val_loss: 0.0311816 | Time: 2491.68 ms
[2021-01-22 06:23:53 main:574] : INFO : Epoch 1662 | loss: 0.0310463 | val_loss: 0.0311793 | Time: 2445.47 ms
[2021-01-22 06:23:55 main:574] : INFO : Epoch 1663 | loss: 0.0310498 | val_loss: 0.0311763 | Time: 2415.6 ms
[2021-01-22 06:23:58 main:574] : INFO : Epoch 1664 | loss: 0.0310468 | val_loss: 0.0311826 | Time: 2409.58 ms
[2021-01-22 06:24:00 main:574] : INFO : Epoch 1665 | loss: 0.0310418 | val_loss: 0.0311898 | Time: 2597.35 ms
[2021-01-22 06:24:03 main:574] : INFO : Epoch 1666 | loss: 0.0310411 | val_loss: 0.0311824 | Time: 2614.39 ms
[2021-01-22 06:24:06 main:574] : INFO : Epoch 1667 | loss: 0.0310477 | val_loss: 0.0311893 | Time: 2402.72 ms
[2021-01-22 06:24:08 main:574] : INFO : Epoch 1668 | loss: 0.0310386 | val_loss: 0.0311753 | Time: 2470.09 ms
[2021-01-22 06:24:11 main:574] : INFO : Epoch 1669 | loss: 0.031035 | val_loss: 0.0311959 | Time: 2484.97 ms
[2021-01-22 06:24:13 main:574] : INFO : Epoch 1670 | loss: 0.0310368 | val_loss: 0.0311924 | Time: 2491.11 ms
[2021-01-22 06:24:16 main:574] : INFO : Epoch 1671 | loss: 0.0310369 | val_loss: 0.0311886 | Time: 2452.12 ms
[2021-01-22 06:24:18 main:574] : INFO : Epoch 1672 | loss: 0.0310402 | val_loss: 0.0311906 | Time: 2413.65 ms
[2021-01-22 06:24:21 main:574] : INFO : Epoch 1673 | loss: 0.0310366 | val_loss: 0.0311991 | Time: 2472.55 ms
[2021-01-22 06:24:23 main:574] : INFO : Epoch 1674 | loss: 0.0310382 | val_loss: 0.0311787 | Time: 2768.58 ms
[2021-01-22 06:24:26 main:574] : INFO : Epoch 1675 | loss: 0.0310385 | val_loss: 0.031205 | Time: 2709.88 ms
[2021-01-22 06:24:29 main:574] : INFO : Epoch 1676 | loss: 0.0310331 | val_loss: 0.0311926 | Time: 2505.37 ms
[2021-01-22 06:24:31 main:574] : INFO : Epoch 1677 | loss: 0.031031 | val_loss: 0.0311821 | Time: 2646.69 ms
[2021-01-22 06:24:34 main:574] : INFO : Epoch 1678 | loss: 0.0310311 | val_loss: 0.0311967 | Time: 2468.48 ms
[2021-01-22 06:24:37 main:574] : INFO : Epoch 1679 | loss: 0.0310363 | val_loss: 0.0311932 | Time: 2531.01 ms
[2021-01-22 06:24:39 main:574] : INFO : Epoch 1680 | loss: 0.0310399 | val_loss: 0.0311891 | Time: 2401.98 ms
[2021-01-22 06:24:42 main:574] : INFO : Epoch 1681 | loss: 0.0310416 | val_loss: 0.0311807 | Time: 2433.2 ms
[2021-01-22 06:24:44 main:574] : INFO : Epoch 1682 | loss: 0.0310354 | val_loss: 0.0311938 | Time: 2554.05 ms
[2021-01-22 06:24:47 main:574] : INFO : Epoch 1683 | loss: 0.0310362 | val_loss: 0.0311799 | Time: 2558.98 ms
[2021-01-22 06:24:49 main:574] : INFO : Epoch 1684 | loss: 0.0310421 | val_loss: 0.0311892 | Time: 2604.76 ms
[2021-01-22 06:24:52 main:574] : INFO : Epoch 1685 | loss: 0.0310459 | val_loss: 0.0311885 | Time: 2454.35 ms
[2021-01-22 06:24:54 main:574] : INFO : Epoch 1686 | loss: 0.0310378 | val_loss: 0.0311845 | Time: 2525.2 ms
[2021-01-22 06:24:57 main:574] : INFO : Epoch 1687 | loss: 0.0310391 | val_loss: 0.0311793 | Time: 2604.99 ms
[2021-01-22 06:25:00 main:574] : INFO : Epoch 1688 | loss: 0.0310374 | val_loss: 0.0311989 | Time: 2536.77 ms
[2021-01-22 06:25:02 main:574] : INFO : Epoch 1689 | loss: 0.0310393 | val_loss: 0.0311883 | Time: 2395.4 ms
[2021-01-22 06:25:05 main:574] : INFO : Epoch 1690 | loss: 0.0310357 | val_loss: 0.0312068 | Time: 2403.36 ms
[2021-01-22 06:25:07 main:574] : INFO : Epoch 1691 | loss: 0.0310396 | val_loss: 0.0311881 | Time: 2457.23 ms
[2021-01-22 06:25:10 main:574] : INFO : Epoch 1692 | loss: 0.0310322 | val_loss: 0.031203 | Time: 2473.06 ms
[2021-01-22 06:25:12 main:574] : INFO : Epoch 1693 | loss: 0.031029 | val_loss: 0.0311917 | Time: 2450.98 ms
[2021-01-22 06:25:15 main:574] : INFO : Epoch 1694 | loss: 0.0310467 | val_loss: 0.0311693 | Time: 2527.26 ms
[2021-01-22 06:25:17 main:574] : INFO : Epoch 1695 | loss: 0.0310794 | val_loss: 0.0311634 | Time: 2549.69 ms
[2021-01-22 06:25:20 main:574] : INFO : Epoch 1696 | loss: 0.0310622 | val_loss: 0.0311868 | Time: 2447.29 ms
[2021-01-22 06:25:23 main:574] : INFO : Epoch 1697 | loss: 0.0310463 | val_loss: 0.0311787 | Time: 2631.98 ms
[2021-01-22 06:25:25 main:574] : INFO : Epoch 1698 | loss: 0.0310502 | val_loss: 0.0311709 | Time: 2474.83 ms
[2021-01-22 06:25:28 main:574] : INFO : Epoch 1699 | loss: 0.0310493 | val_loss: 0.0311847 | Time: 2430.68 ms
[2021-01-22 06:25:30 main:574] : INFO : Epoch 1700 | loss: 0.0310395 | val_loss: 0.031209 | Time: 2434.74 ms
[2021-01-22 06:25:33 main:574] : INFO : Epoch 1701 | loss: 0.0310521 | val_loss: 0.0311765 | Time: 2473.88 ms
[2021-01-22 06:25:35 main:574] : INFO : Epoch 1702 | loss: 0.0310632 | val_loss: 0.0311708 | Time: 2498.53 ms
[2021-01-22 06:25:38 main:574] : INFO : Epoch 1703 | loss: 0.0310624 | val_loss: 0.0311738 | Time: 2596.3 ms
[2021-01-22 06:25:40 main:574] : INFO : Epoch 1704 | loss: 0.0310554 | val_loss: 0.031186 | Time: 2525.73 ms
[2021-01-22 06:25:43 main:574] : INFO : Epoch 1705 | loss: 0.031048 | val_loss: 0.0311748 | Time: 2485.88 ms
[2021-01-22 06:25:45 main:574] : INFO : Epoch 1706 | loss: 0.0310526 | val_loss: 0.0311895 | Time: 2521.14 ms
[2021-01-22 06:25:48 main:574] : INFO : Epoch 1707 | loss: 0.0310515 | val_loss: 0.0311673 | Time: 2482.61 ms
[2021-01-22 06:25:50 main:574] : INFO : Epoch 1708 | loss: 0.0310431 | val_loss: 0.0311897 | Time: 2555.16 ms
[2021-01-22 06:25:53 main:574] : INFO : Epoch 1709 | loss: 0.0310404 | val_loss: 0.0311727 | Time: 2517.81 ms
[2021-01-22 06:25:56 main:574] : INFO : Epoch 1710 | loss: 0.0310363 | val_loss: 0.0311951 | Time: 2519.21 ms
[2021-01-22 06:25:58 main:574] : INFO : Epoch 1711 | loss: 0.031036 | val_loss: 0.0311872 | Time: 2459.32 ms
[2021-01-22 06:26:01 main:574] : INFO : Epoch 1712 | loss: 0.031035 | val_loss: 0.0311929 | Time: 2427.79 ms
[2021-01-22 06:26:03 main:574] : INFO : Epoch 1713 | loss: 0.0310418 | val_loss: 0.0311885 | Time: 2421.57 ms
[2021-01-22 06:26:06 main:574] : INFO : Epoch 1714 | loss: 0.0310401 | val_loss: 0.031174 | Time: 2553.17 ms
[2021-01-22 06:26:08 main:574] : INFO : Epoch 1715 | loss: 0.0310397 | val_loss: 0.0311858 | Time: 2413.01 ms
[2021-01-22 06:26:11 main:574] : INFO : Epoch 1716 | loss: 0.031035 | val_loss: 0.031181 | Time: 2438.13 ms
[2021-01-22 06:26:13 main:574] : INFO : Epoch 1717 | loss: 0.0310329 | val_loss: 0.0312027 | Time: 2422.61 ms
[2021-01-22 06:26:16 main:574] : INFO : Epoch 1718 | loss: 0.0310327 | val_loss: 0.0311886 | Time: 2461.26 ms
[2021-01-22 06:26:18 main:574] : INFO : Epoch 1719 | loss: 0.0310297 | val_loss: 0.0311871 | Time: 2429.47 ms
[2021-01-22 06:26:21 main:574] : INFO : Epoch 1720 | loss: 0.0310324 | val_loss: 0.0311888 | Time: 2511.78 ms
[2021-01-22 06:26:23 main:574] : INFO : Epoch 1721 | loss: 0.0310324 | val_loss: 0.0311879 | Time: 2478.07 ms
[2021-01-22 06:26:26 main:574] : INFO : Epoch 1722 | loss: 0.03103 | val_loss: 0.0311856 | Time: 2474.77 ms
[2021-01-22 06:26:28 main:574] : INFO : Epoch 1723 | loss: 0.0310328 | val_loss: 0.0311942 | Time: 2428.86 ms
[2021-01-22 06:26:31 main:574] : INFO : Epoch 1724 | loss: 0.0310329 | val_loss: 0.0311915 | Time: 2425.91 ms
[2021-01-22 06:26:33 main:574] : INFO : Epoch 1725 | loss: 0.0310341 | val_loss: 0.0311762 | Time: 2476.9 ms
[2021-01-22 06:26:36 main:574] : INFO : Epoch 1726 | loss: 0.0310568 | val_loss: 0.0311772 | Time: 2444.94 ms
[2021-01-22 06:26:38 main:574] : INFO : Epoch 1727 | loss: 0.0310525 | val_loss: 0.0311861 | Time: 2517.91 ms
[2021-01-22 06:26:41 main:574] : INFO : Epoch 1728 | loss: 0.0310458 | val_loss: 0.0311879 | Time: 2532.56 ms
[2021-01-22 06:26:44 main:574] : INFO : Epoch 1729 | loss: 0.0310407 | val_loss: 0.0311851 | Time: 2584.79 ms
[2021-01-22 06:26:46 main:574] : INFO : Epoch 1730 | loss: 0.0310298 | val_loss: 0.0311949 | Time: 2449.38 ms
[2021-01-22 06:26:49 main:574] : INFO : Epoch 1731 | loss: 0.0310312 | val_loss: 0.0311743 | Time: 2535.49 ms
[2021-01-22 06:26:51 main:574] : INFO : Epoch 1732 | loss: 0.0310259 | val_loss: 0.0311829 | Time: 2552.19 ms
[2021-01-22 06:26:54 main:574] : INFO : Epoch 1733 | loss: 0.0310318 | val_loss: 0.0311876 | Time: 2501.45 ms
[2021-01-22 06:26:57 main:574] : INFO : Epoch 1734 | loss: 0.0310299 | val_loss: 0.0311915 | Time: 2558.68 ms
[2021-01-22 06:26:59 main:574] : INFO : Epoch 1735 | loss: 0.0310379 | val_loss: 0.0311858 | Time: 2528.42 ms
[2021-01-22 06:27:02 main:574] : INFO : Epoch 1736 | loss: 0.03105 | val_loss: 0.0311659 | Time: 2583.76 ms
[2021-01-22 06:27:04 main:574] : INFO : Epoch 1737 | loss: 0.0310729 | val_loss: 0.0311641 | Time: 2451.18 ms
[2021-01-22 06:27:07 main:574] : INFO : Epoch 1738 | loss: 0.0310589 | val_loss: 0.0311703 | Time: 2614.65 ms
[2021-01-22 06:27:09 main:574] : INFO : Epoch 1739 | loss: 0.0310484 | val_loss: 0.0311786 | Time: 2491.39 ms
[2021-01-22 06:27:12 main:574] : INFO : Epoch 1740 | loss: 0.0310468 | val_loss: 0.031187 | Time: 2411.94 ms
[2021-01-22 06:27:14 main:574] : INFO : Epoch 1741 | loss: 0.0310404 | val_loss: 0.0311904 | Time: 2472.38 ms
[2021-01-22 06:27:17 main:574] : INFO : Epoch 1742 | loss: 0.0310461 | val_loss: 0.0311805 | Time: 2405.69 ms
[2021-01-22 06:27:19 main:574] : INFO : Epoch 1743 | loss: 0.0310543 | val_loss: 0.0311807 | Time: 2504.44 ms
[2021-01-22 06:27:22 main:574] : INFO : Epoch 1744 | loss: 0.0310439 | val_loss: 0.0311939 | Time: 2457.91 ms
[2021-01-22 06:27:25 main:574] : INFO : Epoch 1745 | loss: 0.0310486 | val_loss: 0.0311819 | Time: 2494.99 ms
[2021-01-22 06:27:27 main:574] : INFO : Epoch 1746 | loss: 0.031048 | val_loss: 0.0311735 | Time: 2398.24 ms
[2021-01-22 06:27:30 main:574] : INFO : Epoch 1747 | loss: 0.0310389 | val_loss: 0.0311872 | Time: 2452.54 ms
[2021-01-22 06:27:32 main:574] : INFO : Epoch 1748 | loss: 0.0310369 | val_loss: 0.0311961 | Time: 2511.62 ms
[2021-01-22 06:27:35 main:574] : INFO : Epoch 1749 | loss: 0.0310343 | val_loss: 0.0311854 | Time: 2506.63 ms
[2021-01-22 06:27:37 main:574] : INFO : Epoch 1750 | loss: 0.031034 | val_loss: 0.0311824 | Time: 2430.86 ms
[2021-01-22 06:27:40 main:574] : INFO : Epoch 1751 | loss: 0.0310334 | val_loss: 0.0311811 | Time: 2368.13 ms
[2021-01-22 06:27:42 main:574] : INFO : Epoch 1752 | loss: 0.0310415 | val_loss: 0.0311912 | Time: 2513.27 ms
[2021-01-22 06:27:45 main:574] : INFO : Epoch 1753 | loss: 0.0310368 | val_loss: 0.0311804 | Time: 2333.19 ms
[2021-01-22 06:27:47 main:574] : INFO : Epoch 1754 | loss: 0.0310327 | val_loss: 0.0311779 | Time: 2491.57 ms
[2021-01-22 06:27:50 main:574] : INFO : Epoch 1755 | loss: 0.0310302 | val_loss: 0.0312009 | Time: 2401.23 ms
[2021-01-22 06:27:52 main:574] : INFO : Epoch 1756 | loss: 0.0310365 | val_loss: 0.0311901 | Time: 2489.4 ms
[2021-01-22 06:27:55 main:574] : INFO : Epoch 1757 | loss: 0.0310403 | val_loss: 0.0311723 | Time: 2434.41 ms
[2021-01-22 06:27:57 main:574] : INFO : Epoch 1758 | loss: 0.0310369 | val_loss: 0.0311972 | Time: 2459.68 ms
[2021-01-22 06:28:00 main:574] : INFO : Epoch 1759 | loss: 0.0310329 | val_loss: 0.0311776 | Time: 2531.45 ms
[2021-01-22 06:28:02 main:574] : INFO : Epoch 1760 | loss: 0.0310363 | val_loss: 0.0312006 | Time: 2548.45 ms
[2021-01-22 06:28:05 main:574] : INFO : Epoch 1761 | loss: 0.0310469 | val_loss: 0.0311832 | Time: 2494.36 ms
[2021-01-22 06:28:07 main:574] : INFO : Epoch 1762 | loss: 0.0310426 | val_loss: 0.0311928 | Time: 2428.66 ms
[2021-01-22 06:28:10 main:574] : INFO : Epoch 1763 | loss: 0.0310412 | val_loss: 0.0311867 | Time: 2429.87 ms
[2021-01-22 06:28:12 main:574] : INFO : Epoch 1764 | loss: 0.031053 | val_loss: 0.0311744 | Time: 2480.96 ms
[2021-01-22 06:28:15 main:574] : INFO : Epoch 1765 | loss: 0.0310544 | val_loss: 0.0311798 | Time: 2534.23 ms
[2021-01-22 06:28:17 main:574] : INFO : Epoch 1766 | loss: 0.0310504 | val_loss: 0.0311761 | Time: 2507.21 ms
[2021-01-22 06:28:20 main:574] : INFO : Epoch 1767 | loss: 0.0310444 | val_loss: 0.031189 | Time: 2524.04 ms
[2021-01-22 06:28:23 main:574] : INFO : Epoch 1768 | loss: 0.0310423 | val_loss: 0.0311831 | Time: 2493.52 ms
[2021-01-22 06:28:25 main:574] : INFO : Epoch 1769 | loss: 0.0310475 | val_loss: 0.0311916 | Time: 2451.09 ms
[2021-01-22 06:28:28 main:574] : INFO : Epoch 1770 | loss: 0.0310347 | val_loss: 0.0311903 | Time: 2535.76 ms
[2021-01-22 06:28:30 main:574] : INFO : Epoch 1771 | loss: 0.0310348 | val_loss: 0.0311966 | Time: 2421.86 ms
[2021-01-22 06:28:33 main:574] : INFO : Epoch 1772 | loss: 0.0310375 | val_loss: 0.0311994 | Time: 2438.2 ms
[2021-01-22 06:28:35 main:574] : INFO : Epoch 1773 | loss: 0.0310306 | val_loss: 0.0311969 | Time: 2368.19 ms
[2021-01-22 06:28:38 main:574] : INFO : Epoch 1774 | loss: 0.0310338 | val_loss: 0.0312004 | Time: 2438.79 ms
[2021-01-22 06:28:40 main:574] : INFO : Epoch 1775 | loss: 0.0310314 | val_loss: 0.031176 | Time: 2508.05 ms
[2021-01-22 06:28:43 main:574] : INFO : Epoch 1776 | loss: 0.0310316 | val_loss: 0.031195 | Time: 2474.27 ms
[2021-01-22 06:28:45 main:574] : INFO : Epoch 1777 | loss: 0.0310314 | val_loss: 0.031202 | Time: 2461.41 ms
[2021-01-22 06:28:48 main:574] : INFO : Epoch 1778 | loss: 0.0310329 | val_loss: 0.0311944 | Time: 2488.3 ms
[2021-01-22 06:28:50 main:574] : INFO : Epoch 1779 | loss: 0.0310347 | val_loss: 0.0311853 | Time: 2526.58 ms
[2021-01-22 06:28:53 main:574] : INFO : Epoch 1780 | loss: 0.0310411 | val_loss: 0.0311715 | Time: 2458.86 ms
[2021-01-22 06:28:56 main:574] : INFO : Epoch 1781 | loss: 0.0310402 | val_loss: 0.0311923 | Time: 3227.81 ms
[2021-01-22 06:28:59 main:574] : INFO : Epoch 1782 | loss: 0.0310349 | val_loss: 0.0311964 | Time: 2534.94 ms
[2021-01-22 06:29:01 main:574] : INFO : Epoch 1783 | loss: 0.0310352 | val_loss: 0.0311872 | Time: 2489 ms
[2021-01-22 06:29:04 main:574] : INFO : Epoch 1784 | loss: 0.0310331 | val_loss: 0.0311864 | Time: 2452.27 ms
[2021-01-22 06:29:06 main:574] : INFO : Epoch 1785 | loss: 0.031029 | val_loss: 0.031183 | Time: 2349.07 ms
[2021-01-22 06:29:09 main:574] : INFO : Epoch 1786 | loss: 0.0310264 | val_loss: 0.0312034 | Time: 2441.97 ms
[2021-01-22 06:29:11 main:574] : INFO : Epoch 1787 | loss: 0.0310299 | val_loss: 0.0311919 | Time: 2504.08 ms
[2021-01-22 06:29:14 main:574] : INFO : Epoch 1788 | loss: 0.0310397 | val_loss: 0.0311867 | Time: 2466.08 ms
[2021-01-22 06:29:16 main:574] : INFO : Epoch 1789 | loss: 0.0310331 | val_loss: 0.0312051 | Time: 2502.12 ms
[2021-01-22 06:29:19 main:574] : INFO : Epoch 1790 | loss: 0.0310278 | val_loss: 0.0311976 | Time: 2514.31 ms
[2021-01-22 06:29:21 main:574] : INFO : Epoch 1791 | loss: 0.0310266 | val_loss: 0.0312057 | Time: 2431.67 ms
[2021-01-22 06:29:24 main:574] : INFO : Epoch 1792 | loss: 0.0310277 | val_loss: 0.0311923 | Time: 2502.75 ms
[2021-01-22 06:29:26 main:574] : INFO : Epoch 1793 | loss: 0.0310321 | val_loss: 0.0311895 | Time: 2451.41 ms
[2021-01-22 06:29:29 main:574] : INFO : Epoch 1794 | loss: 0.0310294 | val_loss: 0.0311815 | Time: 2469.53 ms
[2021-01-22 06:29:31 main:574] : INFO : Epoch 1795 | loss: 0.031028 | val_loss: 0.0311887 | Time: 2449.11 ms
[2021-01-22 06:29:34 main:574] : INFO : Epoch 1796 | loss: 0.0310408 | val_loss: 0.0311817 | Time: 2557.39 ms
[2021-01-22 06:29:36 main:574] : INFO : Epoch 1797 | loss: 0.0310415 | val_loss: 0.0311804 | Time: 2514.39 ms
[2021-01-22 06:29:39 main:574] : INFO : Epoch 1798 | loss: 0.0310394 | val_loss: 0.0311951 | Time: 2574.37 ms
[2021-01-22 06:29:41 main:574] : INFO : Epoch 1799 | loss: 0.0310397 | val_loss: 0.0312076 | Time: 2467.05 ms
[2021-01-22 06:29:44 main:574] : INFO : Epoch 1800 | loss: 0.031036 | val_loss: 0.0311994 | Time: 2583.03 ms
[2021-01-22 06:29:47 main:574] : INFO : Epoch 1801 | loss: 0.0310395 | val_loss: 0.0311928 | Time: 2493.31 ms
[2021-01-22 06:29:49 main:574] : INFO : Epoch 1802 | loss: 0.0310512 | val_loss: 0.0312028 | Time: 2493.64 ms
[2021-01-22 06:29:52 main:574] : INFO : Epoch 1803 | loss: 0.0311639 | val_loss: 0.0316182 | Time: 2498.55 ms
[2021-01-22 06:29:54 main:574] : INFO : Epoch 1804 | loss: 0.0321203 | val_loss: 0.0315303 | Time: 2413.23 ms
[2021-01-22 06:29:57 main:574] : INFO : Epoch 1805 | loss: 0.032054 | val_loss: 0.0316504 | Time: 2414.17 ms
[2021-01-22 06:29:59 main:574] : INFO : Epoch 1806 | loss: 0.0313393 | val_loss: 0.0312433 | Time: 2432.16 ms
[2021-01-22 06:30:02 main:574] : INFO : Epoch 1807 | loss: 0.0311116 | val_loss: 0.0311747 | Time: 2471.72 ms
[2021-01-22 06:30:04 main:574] : INFO : Epoch 1808 | loss: 0.0310692 | val_loss: 0.031176 | Time: 2507.81 ms
[2021-01-22 06:30:07 main:574] : INFO : Epoch 1809 | loss: 0.0310594 | val_loss: 0.0311737 | Time: 2432.83 ms
[2021-01-22 06:30:09 main:574] : INFO : Epoch 1810 | loss: 0.0310448 | val_loss: 0.0311736 | Time: 2422.8 ms
[2021-01-22 06:30:12 main:574] : INFO : Epoch 1811 | loss: 0.0310373 | val_loss: 0.0311806 | Time: 2452.79 ms
[2021-01-22 06:30:14 main:574] : INFO : Epoch 1812 | loss: 0.0310344 | val_loss: 0.031185 | Time: 2521.39 ms
[2021-01-22 06:30:17 main:574] : INFO : Epoch 1813 | loss: 0.0310339 | val_loss: 0.0311886 | Time: 2491.78 ms
[2021-01-22 06:30:19 main:574] : INFO : Epoch 1814 | loss: 0.0310341 | val_loss: 0.0311888 | Time: 2479.48 ms
[2021-01-22 06:30:22 main:574] : INFO : Epoch 1815 | loss: 0.0310359 | val_loss: 0.0311864 | Time: 2443.76 ms
[2021-01-22 06:30:24 main:574] : INFO : Epoch 1816 | loss: 0.0310373 | val_loss: 0.0311904 | Time: 2553.67 ms
[2021-01-22 06:30:27 main:574] : INFO : Epoch 1817 | loss: 0.0310323 | val_loss: 0.0311841 | Time: 2553.77 ms
[2021-01-22 06:30:29 main:574] : INFO : Epoch 1818 | loss: 0.0310347 | val_loss: 0.0311919 | Time: 2502.72 ms
[2021-01-22 06:30:32 main:574] : INFO : Epoch 1819 | loss: 0.0310405 | val_loss: 0.0311834 | Time: 2544.21 ms
[2021-01-22 06:30:35 main:574] : INFO : Epoch 1820 | loss: 0.0310374 | val_loss: 0.0311994 | Time: 2489.89 ms
[2021-01-22 06:30:37 main:574] : INFO : Epoch 1821 | loss: 0.0310373 | val_loss: 0.0311733 | Time: 2424.57 ms
[2021-01-22 06:30:40 main:574] : INFO : Epoch 1822 | loss: 0.0310378 | val_loss: 0.0311931 | Time: 2468.22 ms
[2021-01-22 06:30:42 main:574] : INFO : Epoch 1823 | loss: 0.0310436 | val_loss: 0.0311946 | Time: 2410.26 ms
[2021-01-22 06:30:45 main:574] : INFO : Epoch 1824 | loss: 0.0310422 | val_loss: 0.03118 | Time: 2414.69 ms
[2021-01-22 06:30:47 main:574] : INFO : Epoch 1825 | loss: 0.0310536 | val_loss: 0.0311792 | Time: 2433.66 ms
[2021-01-22 06:30:50 main:574] : INFO : Epoch 1826 | loss: 0.031048 | val_loss: 0.0311791 | Time: 2545.28 ms
[2021-01-22 06:30:52 main:574] : INFO : Epoch 1827 | loss: 0.0310581 | val_loss: 0.0311845 | Time: 2568.23 ms
[2021-01-22 06:30:55 main:574] : INFO : Epoch 1828 | loss: 0.0310489 | val_loss: 0.0311885 | Time: 2450.62 ms
[2021-01-22 06:30:57 main:574] : INFO : Epoch 1829 | loss: 0.0310358 | val_loss: 0.0311886 | Time: 2472.28 ms
[2021-01-22 06:31:00 main:574] : INFO : Epoch 1830 | loss: 0.0310322 | val_loss: 0.0312032 | Time: 2415.95 ms
[2021-01-22 06:31:02 main:574] : INFO : Epoch 1831 | loss: 0.0310334 | val_loss: 0.0311818 | Time: 2538.9 ms
[2021-01-22 06:31:05 main:574] : INFO : Epoch 1832 | loss: 0.0310322 | val_loss: 0.0311856 | Time: 2526.48 ms
[2021-01-22 06:31:07 main:574] : INFO : Epoch 1833 | loss: 0.031033 | val_loss: 0.0311852 | Time: 2453.03 ms
[2021-01-22 06:31:10 main:574] : INFO : Epoch 1834 | loss: 0.0310382 | val_loss: 0.0312005 | Time: 2436.63 ms
[2021-01-22 06:31:12 main:574] : INFO : Epoch 1835 | loss: 0.031036 | val_loss: 0.0311945 | Time: 2408.72 ms
[2021-01-22 06:31:15 main:574] : INFO : Epoch 1836 | loss: 0.0310353 | val_loss: 0.0311887 | Time: 2509.36 ms
[2021-01-22 06:31:17 main:574] : INFO : Epoch 1837 | loss: 0.0310274 | val_loss: 0.03119 | Time: 2435.29 ms
[2021-01-22 06:31:20 main:574] : INFO : Epoch 1838 | loss: 0.0310254 | val_loss: 0.0311968 | Time: 2407.91 ms
[2021-01-22 06:31:22 main:574] : INFO : Epoch 1839 | loss: 0.0310273 | val_loss: 0.0311953 | Time: 2458.98 ms
[2021-01-22 06:31:25 main:574] : INFO : Epoch 1840 | loss: 0.0310358 | val_loss: 0.0311782 | Time: 2493.01 ms
[2021-01-22 06:31:27 main:574] : INFO : Epoch 1841 | loss: 0.031039 | val_loss: 0.0311952 | Time: 2496.27 ms
[2021-01-22 06:31:30 main:574] : INFO : Epoch 1842 | loss: 0.0310321 | val_loss: 0.0311886 | Time: 2497.68 ms
[2021-01-22 06:31:32 main:574] : INFO : Epoch 1843 | loss: 0.0310352 | val_loss: 0.0312038 | Time: 2483.61 ms
[2021-01-22 06:31:35 main:574] : INFO : Epoch 1844 | loss: 0.0310333 | val_loss: 0.0311838 | Time: 2455.69 ms
[2021-01-22 06:31:37 main:574] : INFO : Epoch 1845 | loss: 0.031091 | val_loss: 0.0311609 | Time: 2377.31 ms
[2021-01-22 06:31:40 main:574] : INFO : Epoch 1846 | loss: 0.0310868 | val_loss: 0.0311719 | Time: 2414.49 ms
[2021-01-22 06:31:42 main:574] : INFO : Epoch 1847 | loss: 0.031073 | val_loss: 0.0311629 | Time: 2377.79 ms
[2021-01-22 06:31:45 main:574] : INFO : Epoch 1848 | loss: 0.031058 | val_loss: 0.0311739 | Time: 2464.55 ms
[2021-01-22 06:31:47 main:574] : INFO : Epoch 1849 | loss: 0.0310509 | val_loss: 0.0311811 | Time: 2364.66 ms
[2021-01-22 06:31:50 main:574] : INFO : Epoch 1850 | loss: 0.0310458 | val_loss: 0.0311866 | Time: 2485.1 ms
[2021-01-22 06:31:52 main:574] : INFO : Epoch 1851 | loss: 0.0310422 | val_loss: 0.0311874 | Time: 2442.28 ms
[2021-01-22 06:31:55 main:574] : INFO : Epoch 1852 | loss: 0.0310385 | val_loss: 0.0311909 | Time: 2477.27 ms
[2021-01-22 06:31:57 main:574] : INFO : Epoch 1853 | loss: 0.031036 | val_loss: 0.031181 | Time: 2470.81 ms
[2021-01-22 06:32:00 main:574] : INFO : Epoch 1854 | loss: 0.0310397 | val_loss: 0.0311737 | Time: 2383.37 ms
[2021-01-22 06:32:02 main:574] : INFO : Epoch 1855 | loss: 0.0310365 | val_loss: 0.0311973 | Time: 2517.69 ms
[2021-01-22 06:32:05 main:574] : INFO : Epoch 1856 | loss: 0.0310326 | val_loss: 0.0311805 | Time: 2532.92 ms
[2021-01-22 06:32:07 main:574] : INFO : Epoch 1857 | loss: 0.031039 | val_loss: 0.0312079 | Time: 2476.77 ms
[2021-01-22 06:32:10 main:574] : INFO : Epoch 1858 | loss: 0.0310414 | val_loss: 0.0311888 | Time: 2530.96 ms
[2021-01-22 06:32:13 main:574] : INFO : Epoch 1859 | loss: 0.0310467 | val_loss: 0.0311928 | Time: 2506.2 ms
[2021-01-22 06:32:15 main:574] : INFO : Epoch 1860 | loss: 0.0310388 | val_loss: 0.031195 | Time: 2508.91 ms
[2021-01-22 06:32:18 main:574] : INFO : Epoch 1861 | loss: 0.0310386 | val_loss: 0.0311953 | Time: 2449.92 ms
[2021-01-22 06:32:20 main:574] : INFO : Epoch 1862 | loss: 0.0310332 | val_loss: 0.0311962 | Time: 2516.7 ms
[2021-01-22 06:32:23 main:574] : INFO : Epoch 1863 | loss: 0.0310358 | val_loss: 0.0311815 | Time: 2479.24 ms
[2021-01-22 06:32:25 main:574] : INFO : Epoch 1864 | loss: 0.0310326 | val_loss: 0.0311956 | Time: 2484.57 ms
[2021-01-22 06:32:28 main:574] : INFO : Epoch 1865 | loss: 0.0310309 | val_loss: 0.0311963 | Time: 2467.69 ms
[2021-01-22 06:32:30 main:574] : INFO : Epoch 1866 | loss: 0.0310322 | val_loss: 0.0311869 | Time: 2455.8 ms
[2021-01-22 06:32:33 main:574] : INFO : Epoch 1867 | loss: 0.031035 | val_loss: 0.0311773 | Time: 2408.65 ms
[2021-01-22 06:32:35 main:574] : INFO : Epoch 1868 | loss: 0.0310676 | val_loss: 0.0311723 | Time: 2523.36 ms
[2021-01-22 06:32:38 main:574] : INFO : Epoch 1869 | loss: 0.0310473 | val_loss: 0.0311848 | Time: 2433.54 ms
[2021-01-22 06:32:40 main:574] : INFO : Epoch 1870 | loss: 0.031043 | val_loss: 0.0311811 | Time: 2430.13 ms
[2021-01-22 06:32:43 main:574] : INFO : Epoch 1871 | loss: 0.0310375 | val_loss: 0.0311941 | Time: 2426.76 ms
[2021-01-22 06:32:45 main:574] : INFO : Epoch 1872 | loss: 0.0310301 | val_loss: 0.031191 | Time: 2372.35 ms
[2021-01-22 06:32:48 main:574] : INFO : Epoch 1873 | loss: 0.0310272 | val_loss: 0.0311871 | Time: 2543.28 ms
[2021-01-22 06:32:50 main:574] : INFO : Epoch 1874 | loss: 0.0310357 | val_loss: 0.0311923 | Time: 2462.61 ms
[2021-01-22 06:32:53 main:574] : INFO : Epoch 1875 | loss: 0.0310339 | val_loss: 0.0311765 | Time: 2473.15 ms
[2021-01-22 06:32:55 main:574] : INFO : Epoch 1876 | loss: 0.031036 | val_loss: 0.0311796 | Time: 2432.3 ms
[2021-01-22 06:32:58 main:574] : INFO : Epoch 1877 | loss: 0.03104 | val_loss: 0.0311835 | Time: 2376.96 ms
[2021-01-22 06:33:00 main:574] : INFO : Epoch 1878 | loss: 0.0310301 | val_loss: 0.0312005 | Time: 2484.47 ms
[2021-01-22 06:33:03 main:574] : INFO : Epoch 1879 | loss: 0.0310331 | val_loss: 0.0311864 | Time: 2584.99 ms
[2021-01-22 06:33:05 main:574] : INFO : Epoch 1880 | loss: 0.0310341 | val_loss: 0.0311838 | Time: 2504.02 ms
[2021-01-22 06:33:08 main:574] : INFO : Epoch 1881 | loss: 0.0310306 | val_loss: 0.031192 | Time: 2538.3 ms
[2021-01-22 06:33:11 main:574] : INFO : Epoch 1882 | loss: 0.0310271 | val_loss: 0.0311917 | Time: 2551.49 ms
[2021-01-22 06:33:13 main:574] : INFO : Epoch 1883 | loss: 0.0310303 | val_loss: 0.0311835 | Time: 2510.9 ms
[2021-01-22 06:33:16 main:574] : INFO : Epoch 1884 | loss: 0.0310351 | val_loss: 0.0311976 | Time: 2496.11 ms
[2021-01-22 06:33:18 main:574] : INFO : Epoch 1885 | loss: 0.0310344 | val_loss: 0.0311905 | Time: 2543.19 ms
[2021-01-22 06:33:21 main:574] : INFO : Epoch 1886 | loss: 0.0310327 | val_loss: 0.0311871 | Time: 2519.85 ms
[2021-01-22 06:33:23 main:574] : INFO : Epoch 1887 | loss: 0.0310274 | val_loss: 0.0311931 | Time: 2449.76 ms
[2021-01-22 06:33:26 main:574] : INFO : Epoch 1888 | loss: 0.0310234 | val_loss: 0.0311892 | Time: 2432.82 ms
[2021-01-22 06:33:28 main:574] : INFO : Epoch 1889 | loss: 0.0310332 | val_loss: 0.0311899 | Time: 2407.68 ms
[2021-01-22 06:33:31 main:574] : INFO : Epoch 1890 | loss: 0.0310369 | val_loss: 0.0311886 | Time: 2553.75 ms
[2021-01-22 06:33:33 main:574] : INFO : Epoch 1891 | loss: 0.0310362 | val_loss: 0.0311905 | Time: 2450.09 ms
[2021-01-22 06:33:36 main:574] : INFO : Epoch 1892 | loss: 0.031035 | val_loss: 0.0312029 | Time: 2476.8 ms
[2021-01-22 06:33:38 main:574] : INFO : Epoch 1893 | loss: 0.031029 | val_loss: 0.0312042 | Time: 2499.85 ms
[2021-01-22 06:33:41 main:574] : INFO : Epoch 1894 | loss: 0.0310284 | val_loss: 0.0311947 | Time: 2465.65 ms
[2021-01-22 06:33:44 main:574] : INFO : Epoch 1895 | loss: 0.0310332 | val_loss: 0.0311885 | Time: 2534.01 ms
[2021-01-22 06:33:46 main:574] : INFO : Epoch 1896 | loss: 0.0310338 | val_loss: 0.031195 | Time: 2470.28 ms
[2021-01-22 06:33:49 main:574] : INFO : Epoch 1897 | loss: 0.0310285 | val_loss: 0.0311869 | Time: 2437.94 ms
[2021-01-22 06:33:51 main:574] : INFO : Epoch 1898 | loss: 0.0310289 | val_loss: 0.0312183 | Time: 2558.9 ms
[2021-01-22 06:33:54 main:574] : INFO : Epoch 1899 | loss: 0.0310383 | val_loss: 0.0311689 | Time: 2423.34 ms
[2021-01-22 06:33:56 main:574] : INFO : Epoch 1900 | loss: 0.0310572 | val_loss: 0.0311643 | Time: 2423.49 ms
[2021-01-22 06:33:59 main:574] : INFO : Epoch 1901 | loss: 0.0310578 | val_loss: 0.031172 | Time: 2540.36 ms
[2021-01-22 06:34:01 main:574] : INFO : Epoch 1902 | loss: 0.0310374 | val_loss: 0.0311978 | Time: 2503.42 ms
[2021-01-22 06:34:04 main:574] : INFO : Epoch 1903 | loss: 0.0310348 | val_loss: 0.0311873 | Time: 2526.99 ms
[2021-01-22 06:34:06 main:574] : INFO : Epoch 1904 | loss: 0.0310385 | val_loss: 0.0311937 | Time: 2439.36 ms
[2021-01-22 06:34:09 main:574] : INFO : Epoch 1905 | loss: 0.0310341 | val_loss: 0.0311809 | Time: 2453.04 ms
[2021-01-22 06:34:11 main:574] : INFO : Epoch 1906 | loss: 0.0310392 | val_loss: 0.0311958 | Time: 2467.52 ms
[2021-01-22 06:34:14 main:574] : INFO : Epoch 1907 | loss: 0.0310278 | val_loss: 0.0311872 | Time: 2445.37 ms
[2021-01-22 06:34:17 main:574] : INFO : Epoch 1908 | loss: 0.0310296 | val_loss: 0.0311971 | Time: 2535.27 ms
[2021-01-22 06:34:19 main:574] : INFO : Epoch 1909 | loss: 0.03104 | val_loss: 0.031191 | Time: 2494.5 ms
[2021-01-22 06:34:22 main:574] : INFO : Epoch 1910 | loss: 0.0310362 | val_loss: 0.031195 | Time: 2439.01 ms
[2021-01-22 06:34:24 main:574] : INFO : Epoch 1911 | loss: 0.03103 | val_loss: 0.0312011 | Time: 2480.75 ms
[2021-01-22 06:34:27 main:574] : INFO : Epoch 1912 | loss: 0.0310392 | val_loss: 0.0311851 | Time: 2487.22 ms
[2021-01-22 06:34:29 main:574] : INFO : Epoch 1913 | loss: 0.0310363 | val_loss: 0.0311881 | Time: 2515.08 ms
[2021-01-22 06:34:32 main:574] : INFO : Epoch 1914 | loss: 0.0310325 | val_loss: 0.0311969 | Time: 2433.03 ms
[2021-01-22 06:34:34 main:574] : INFO : Epoch 1915 | loss: 0.0310316 | val_loss: 0.0312016 | Time: 2429.66 ms
[2021-01-22 06:34:37 main:574] : INFO : Epoch 1916 | loss: 0.0310268 | val_loss: 0.0311985 | Time: 2588.53 ms
[2021-01-22 06:34:39 main:574] : INFO : Epoch 1917 | loss: 0.0310274 | val_loss: 0.0311814 | Time: 2477.78 ms
[2021-01-22 06:34:42 main:574] : INFO : Epoch 1918 | loss: 0.031042 | val_loss: 0.0311807 | Time: 2516.89 ms
[2021-01-22 06:34:44 main:574] : INFO : Epoch 1919 | loss: 0.0310386 | val_loss: 0.0311755 | Time: 2446.04 ms
[2021-01-22 06:34:47 main:574] : INFO : Epoch 1920 | loss: 0.0310401 | val_loss: 0.0311846 | Time: 2529.49 ms
[2021-01-22 06:34:50 main:574] : INFO : Epoch 1921 | loss: 0.0310358 | val_loss: 0.0311893 | Time: 2465.67 ms
[2021-01-22 06:34:52 main:574] : INFO : Epoch 1922 | loss: 0.0310352 | val_loss: 0.0311917 | Time: 2439.67 ms
[2021-01-22 06:34:54 main:574] : INFO : Epoch 1923 | loss: 0.0310342 | val_loss: 0.031187 | Time: 2431 ms
[2021-01-22 06:34:57 main:574] : INFO : Epoch 1924 | loss: 0.0310333 | val_loss: 0.0311921 | Time: 2531.62 ms
[2021-01-22 06:35:00 main:574] : INFO : Epoch 1925 | loss: 0.0310389 | val_loss: 0.0311879 | Time: 2410.01 ms
[2021-01-22 06:35:02 main:574] : INFO : Epoch 1926 | loss: 0.0310392 | val_loss: 0.0312076 | Time: 2517.93 ms
[2021-01-22 06:35:05 main:574] : INFO : Epoch 1927 | loss: 0.0310329 | val_loss: 0.0311891 | Time: 2420.62 ms
[2021-01-22 06:35:07 main:574] : INFO : Epoch 1928 | loss: 0.0310282 | val_loss: 0.0311894 | Time: 2508.04 ms
[2021-01-22 06:35:10 main:574] : INFO : Epoch 1929 | loss: 0.0310294 | val_loss: 0.0311764 | Time: 2456.37 ms
[2021-01-22 06:35:12 main:574] : INFO : Epoch 1930 | loss: 0.0310321 | val_loss: 0.0311916 | Time: 2467.14 ms
[2021-01-22 06:35:15 main:574] : INFO : Epoch 1931 | loss: 0.031034 | val_loss: 0.0311838 | Time: 2454.87 ms
[2021-01-22 06:35:17 main:574] : INFO : Epoch 1932 | loss: 0.0310465 | val_loss: 0.0311791 | Time: 2559.8 ms
[2021-01-22 06:35:20 main:574] : INFO : Epoch 1933 | loss: 0.0310762 | val_loss: 0.0311794 | Time: 2516.74 ms
[2021-01-22 06:35:22 main:574] : INFO : Epoch 1934 | loss: 0.0310673 | val_loss: 0.0311789 | Time: 2528.33 ms
[2021-01-22 06:35:25 main:574] : INFO : Epoch 1935 | loss: 0.0310491 | val_loss: 0.0311854 | Time: 2540.7 ms
[2021-01-22 06:35:28 main:574] : INFO : Epoch 1936 | loss: 0.0310505 | val_loss: 0.0311871 | Time: 2509.12 ms
[2021-01-22 06:35:30 main:574] : INFO : Epoch 1937 | loss: 0.0310402 | val_loss: 0.0312005 | Time: 2414.68 ms
[2021-01-22 06:35:32 main:574] : INFO : Epoch 1938 | loss: 0.0310376 | val_loss: 0.0311867 | Time: 2369.99 ms
[2021-01-22 06:35:35 main:574] : INFO : Epoch 1939 | loss: 0.0310363 | val_loss: 0.031203 | Time: 2502 ms
[2021-01-22 06:35:38 main:574] : INFO : Epoch 1940 | loss: 0.0310367 | val_loss: 0.0311813 | Time: 2535.64 ms
[2021-01-22 06:35:40 main:574] : INFO : Epoch 1941 | loss: 0.0310335 | val_loss: 0.0312016 | Time: 2513.44 ms
[2021-01-22 06:35:43 main:574] : INFO : Epoch 1942 | loss: 0.031034 | val_loss: 0.0311888 | Time: 2531.73 ms
[2021-01-22 06:35:45 main:574] : INFO : Epoch 1943 | loss: 0.0310342 | val_loss: 0.031191 | Time: 2454.75 ms
[2021-01-22 06:35:48 main:574] : INFO : Epoch 1944 | loss: 0.0310325 | val_loss: 0.0311888 | Time: 2405.57 ms
[2021-01-22 06:35:50 main:574] : INFO : Epoch 1945 | loss: 0.0310367 | val_loss: 0.0311863 | Time: 2535 ms
[2021-01-22 06:35:53 main:574] : INFO : Epoch 1946 | loss: 0.0310485 | val_loss: 0.0311818 | Time: 2564.4 ms
[2021-01-22 06:35:56 main:574] : INFO : Epoch 1947 | loss: 0.0310573 | val_loss: 0.0311776 | Time: 2512.68 ms
[2021-01-22 06:35:58 main:574] : INFO : Epoch 1948 | loss: 0.0310452 | val_loss: 0.0311896 | Time: 2543.65 ms
[2021-01-22 06:36:01 main:574] : INFO : Epoch 1949 | loss: 0.0310388 | val_loss: 0.0311725 | Time: 2444.4 ms
[2021-01-22 06:36:03 main:574] : INFO : Epoch 1950 | loss: 0.0310397 | val_loss: 0.0312004 | Time: 2464.39 ms
[2021-01-22 06:36:06 main:574] : INFO : Epoch 1951 | loss: 0.0310397 | val_loss: 0.0311899 | Time: 2416.62 ms
[2021-01-22 06:36:08 main:574] : INFO : Epoch 1952 | loss: 0.031042 | val_loss: 0.0311873 | Time: 2558.97 ms
[2021-01-22 06:36:11 main:574] : INFO : Epoch 1953 | loss: 0.03104 | val_loss: 0.0311771 | Time: 2469.14 ms
[2021-01-22 06:36:13 main:574] : INFO : Epoch 1954 | loss: 0.0310352 | val_loss: 0.031189 | Time: 2523.67 ms
[2021-01-22 06:36:16 main:574] : INFO : Epoch 1955 | loss: 0.0310331 | val_loss: 0.031196 | Time: 2464.19 ms
[2021-01-22 06:36:18 main:574] : INFO : Epoch 1956 | loss: 0.0310317 | val_loss: 0.0311921 | Time: 2564.16 ms
[2021-01-22 06:36:21 main:574] : INFO : Epoch 1957 | loss: 0.0310472 | val_loss: 0.0311878 | Time: 2391.51 ms
[2021-01-22 06:36:23 main:574] : INFO : Epoch 1958 | loss: 0.031061 | val_loss: 0.03118 | Time: 2515.23 ms
[2021-01-22 06:36:26 main:574] : INFO : Epoch 1959 | loss: 0.0310475 | val_loss: 0.0311821 | Time: 2451.66 ms
[2021-01-22 06:36:28 main:574] : INFO : Epoch 1960 | loss: 0.0310438 | val_loss: 0.0311938 | Time: 2442.13 ms
[2021-01-22 06:36:31 main:574] : INFO : Epoch 1961 | loss: 0.0310357 | val_loss: 0.031189 | Time: 2411.15 ms
[2021-01-22 06:36:33 main:574] : INFO : Epoch 1962 | loss: 0.0310433 | val_loss: 0.0311941 | Time: 2401.58 ms
[2021-01-22 06:36:36 main:574] : INFO : Epoch 1963 | loss: 0.0310504 | val_loss: 0.0311819 | Time: 2543.74 ms
[2021-01-22 06:36:38 main:574] : INFO : Epoch 1964 | loss: 0.0310432 | val_loss: 0.0311891 | Time: 2541.16 ms
[2021-01-22 06:36:41 main:574] : INFO : Epoch 1965 | loss: 0.0310341 | val_loss: 0.0311831 | Time: 2439.87 ms
[2021-01-22 06:36:44 main:574] : INFO : Epoch 1966 | loss: 0.0310378 | val_loss: 0.031209 | Time: 2475.42 ms
[2021-01-22 06:36:46 main:574] : INFO : Epoch 1967 | loss: 0.0310333 | val_loss: 0.0311959 | Time: 2457.51 ms
[2021-01-22 06:36:49 main:574] : INFO : Epoch 1968 | loss: 0.0310335 | val_loss: 0.0311929 | Time: 2471.98 ms
[2021-01-22 06:36:51 main:574] : INFO : Epoch 1969 | loss: 0.0310688 | val_loss: 0.0311711 | Time: 2459.31 ms
[2021-01-22 06:36:54 main:574] : INFO : Epoch 1970 | loss: 0.0310756 | val_loss: 0.0311747 | Time: 2426.48 ms
[2021-01-22 06:36:56 main:574] : INFO : Epoch 1971 | loss: 0.0310607 | val_loss: 0.0311839 | Time: 2478.61 ms
[2021-01-22 06:36:59 main:574] : INFO : Epoch 1972 | loss: 0.0310525 | val_loss: 0.0311783 | Time: 2461.47 ms
[2021-01-22 06:37:01 main:574] : INFO : Epoch 1973 | loss: 0.0310502 | val_loss: 0.0311744 | Time: 2446.8 ms
[2021-01-22 06:37:04 main:574] : INFO : Epoch 1974 | loss: 0.0310464 | val_loss: 0.0311733 | Time: 2407.78 ms
[2021-01-22 06:37:06 main:574] : INFO : Epoch 1975 | loss: 0.0310462 | val_loss: 0.0311951 | Time: 2485.91 ms
[2021-01-22 06:37:09 main:574] : INFO : Epoch 1976 | loss: 0.0310814 | val_loss: 0.0311747 | Time: 2473.25 ms
[2021-01-22 06:37:11 main:574] : INFO : Epoch 1977 | loss: 0.0310844 | val_loss: 0.0311669 | Time: 2438.09 ms
[2021-01-22 06:37:14 main:574] : INFO : Epoch 1978 | loss: 0.0310668 | val_loss: 0.0311678 | Time: 2422.4 ms
[2021-01-22 06:37:16 main:574] : INFO : Epoch 1979 | loss: 0.0310569 | val_loss: 0.0311773 | Time: 2489.52 ms
[2021-01-22 06:37:19 main:574] : INFO : Epoch 1980 | loss: 0.0310517 | val_loss: 0.0311862 | Time: 2533.59 ms
[2021-01-22 06:37:21 main:574] : INFO : Epoch 1981 | loss: 0.0310499 | val_loss: 0.0311882 | Time: 2468.75 ms
[2021-01-22 06:37:24 main:574] : INFO : Epoch 1982 | loss: 0.0310511 | val_loss: 0.0311712 | Time: 2444.14 ms
[2021-01-22 06:37:26 main:574] : INFO : Epoch 1983 | loss: 0.0310751 | val_loss: 0.0311659 | Time: 2514.42 ms
[2021-01-22 06:37:29 main:574] : INFO : Epoch 1984 | loss: 0.0310633 | val_loss: 0.0311728 | Time: 2442.53 ms
[2021-01-22 06:37:31 main:574] : INFO : Epoch 1985 | loss: 0.0310501 | val_loss: 0.0311751 | Time: 2510.18 ms
[2021-01-22 06:37:34 main:574] : INFO : Epoch 1986 | loss: 0.031042 | val_loss: 0.0311813 | Time: 2496.01 ms
[2021-01-22 06:37:36 main:574] : INFO : Epoch 1987 | loss: 0.0310368 | val_loss: 0.0311986 | Time: 2460.86 ms
[2021-01-22 06:37:39 main:574] : INFO : Epoch 1988 | loss: 0.0310312 | val_loss: 0.0311828 | Time: 2567.22 ms
[2021-01-22 06:37:42 main:574] : INFO : Epoch 1989 | loss: 0.0310334 | val_loss: 0.0311976 | Time: 2423.61 ms
[2021-01-22 06:37:44 main:574] : INFO : Epoch 1990 | loss: 0.0310314 | val_loss: 0.0311896 | Time: 2498.76 ms
[2021-01-22 06:37:47 main:574] : INFO : Epoch 1991 | loss: 0.031034 | val_loss: 0.031198 | Time: 2420.67 ms
[2021-01-22 06:37:49 main:574] : INFO : Epoch 1992 | loss: 0.0310295 | val_loss: 0.0312045 | Time: 2526.13 ms
[2021-01-22 06:37:52 main:574] : INFO : Epoch 1993 | loss: 0.0310334 | val_loss: 0.0311935 | Time: 2521.59 ms
[2021-01-22 06:37:54 main:574] : INFO : Epoch 1994 | loss: 0.0310318 | val_loss: 0.0311801 | Time: 2500.05 ms
[2021-01-22 06:37:57 main:574] : INFO : Epoch 1995 | loss: 0.0310368 | val_loss: 0.0311935 | Time: 2405.98 ms
[2021-01-22 06:37:59 main:574] : INFO : Epoch 1996 | loss: 0.0310355 | val_loss: 0.031181 | Time: 2486.62 ms
[2021-01-22 06:38:02 main:574] : INFO : Epoch 1997 | loss: 0.0310387 | val_loss: 0.0311813 | Time: 2506.1 ms
[2021-01-22 06:38:04 main:574] : INFO : Epoch 1998 | loss: 0.0310426 | val_loss: 0.0311913 | Time: 2509.55 ms
[2021-01-22 06:38:07 main:574] : INFO : Epoch 1999 | loss: 0.0310352 | val_loss: 0.0311938 | Time: 2524.33 ms
[2021-01-22 06:38:10 main:574] : INFO : Epoch 2000 | loss: 0.0310283 | val_loss: 0.0311894 | Time: 2481.72 ms
[2021-01-22 06:38:12 main:574] : INFO : Epoch 2001 | loss: 0.0310349 | val_loss: 0.0311866 | Time: 2524.55 ms
[2021-01-22 06:38:15 main:574] : INFO : Epoch 2002 | loss: 0.0310328 | val_loss: 0.0312005 | Time: 2518.58 ms
[2021-01-22 06:38:17 main:574] : INFO : Epoch 2003 | loss: 0.0310317 | val_loss: 0.0311816 | Time: 2522.46 ms
[2021-01-22 06:38:20 main:574] : INFO : Epoch 2004 | loss: 0.03103 | val_loss: 0.0312042 | Time: 2480.02 ms
[2021-01-22 06:38:22 main:574] : INFO : Epoch 2005 | loss: 0.0310314 | val_loss: 0.031193 | Time: 2458.55 ms
[2021-01-22 06:38:25 main:574] : INFO : Epoch 2006 | loss: 0.0310278 | val_loss: 0.0311809 | Time: 2469.37 ms
[2021-01-22 06:38:27 main:574] : INFO : Epoch 2007 | loss: 0.031035 | val_loss: 0.0311922 | Time: 2571.81 ms
[2021-01-22 06:38:30 main:574] : INFO : Epoch 2008 | loss: 0.0310371 | val_loss: 0.0311866 | Time: 2475.11 ms
[2021-01-22 06:38:32 main:574] : INFO : Epoch 2009 | loss: 0.0310365 | val_loss: 0.0312033 | Time: 2423.57 ms
[2021-01-22 06:38:35 main:574] : INFO : Epoch 2010 | loss: 0.0310331 | val_loss: 0.0311884 | Time: 2527.29 ms
[2021-01-22 06:38:38 main:574] : INFO : Epoch 2011 | loss: 0.0310368 | val_loss: 0.0311878 | Time: 2497.24 ms
[2021-01-22 06:38:40 main:574] : INFO : Epoch 2012 | loss: 0.03104 | val_loss: 0.0311981 | Time: 2392.02 ms
[2021-01-22 06:38:43 main:574] : INFO : Epoch 2013 | loss: 0.0310363 | val_loss: 0.0311886 | Time: 2463.27 ms
[2021-01-22 06:38:45 main:574] : INFO : Epoch 2014 | loss: 0.0310385 | val_loss: 0.0311812 | Time: 2497.82 ms
[2021-01-22 06:38:48 main:574] : INFO : Epoch 2015 | loss: 0.0310469 | val_loss: 0.0311666 | Time: 2451.8 ms
[2021-01-22 06:38:50 main:574] : INFO : Epoch 2016 | loss: 0.0310401 | val_loss: 0.0311876 | Time: 2442.9 ms
[2021-01-22 06:38:53 main:574] : INFO : Epoch 2017 | loss: 0.0310425 | val_loss: 0.031185 | Time: 2498.5 ms
[2021-01-22 06:38:55 main:574] : INFO : Epoch 2018 | loss: 0.0310402 | val_loss: 0.0311826 | Time: 2476.83 ms
[2021-01-22 06:38:58 main:574] : INFO : Epoch 2019 | loss: 0.0310353 | val_loss: 0.0311849 | Time: 2481.79 ms
[2021-01-22 06:39:00 main:574] : INFO : Epoch 2020 | loss: 0.0310321 | val_loss: 0.0311925 | Time: 2489.89 ms
[2021-01-22 06:39:03 main:574] : INFO : Epoch 2021 | loss: 0.0310342 | val_loss: 0.031184 | Time: 2577.89 ms
[2021-01-22 06:39:05 main:574] : INFO : Epoch 2022 | loss: 0.0310377 | val_loss: 0.0311819 | Time: 2396.89 ms
[2021-01-22 06:39:08 main:574] : INFO : Epoch 2023 | loss: 0.031033 | val_loss: 0.0311974 | Time: 2539.18 ms
[2021-01-22 06:39:10 main:574] : INFO : Epoch 2024 | loss: 0.0310448 | val_loss: 0.0311812 | Time: 2369.08 ms
[2021-01-22 06:39:13 main:574] : INFO : Epoch 2025 | loss: 0.0310441 | val_loss: 0.0312019 | Time: 2609.5 ms
[2021-01-22 06:39:16 main:574] : INFO : Epoch 2026 | loss: 0.0310463 | val_loss: 0.0311837 | Time: 2527.18 ms
[2021-01-22 06:39:18 main:574] : INFO : Epoch 2027 | loss: 0.0310568 | val_loss: 0.0311681 | Time: 2446.22 ms
[2021-01-22 06:39:21 main:574] : INFO : Epoch 2028 | loss: 0.0310828 | val_loss: 0.0311648 | Time: 2387.48 ms
[2021-01-22 06:39:23 main:574] : INFO : Epoch 2029 | loss: 0.031063 | val_loss: 0.0311771 | Time: 2486.91 ms
[2021-01-22 06:39:26 main:574] : INFO : Epoch 2030 | loss: 0.0310464 | val_loss: 0.0311884 | Time: 2519.99 ms
[2021-01-22 06:39:28 main:574] : INFO : Epoch 2031 | loss: 0.0310372 | val_loss: 0.0311915 | Time: 2410.56 ms
[2021-01-22 06:39:31 main:574] : INFO : Epoch 2032 | loss: 0.0310308 | val_loss: 0.0311863 | Time: 2445.03 ms
[2021-01-22 06:39:33 main:574] : INFO : Epoch 2033 | loss: 0.0310344 | val_loss: 0.0311843 | Time: 2486.94 ms
[2021-01-22 06:39:36 main:574] : INFO : Epoch 2034 | loss: 0.0310259 | val_loss: 0.0311969 | Time: 2541.31 ms
[2021-01-22 06:39:38 main:574] : INFO : Epoch 2035 | loss: 0.0310264 | val_loss: 0.0311815 | Time: 2430.04 ms
[2021-01-22 06:39:41 main:574] : INFO : Epoch 2036 | loss: 0.0310357 | val_loss: 0.0312017 | Time: 2454.76 ms
[2021-01-22 06:39:44 main:574] : INFO : Epoch 2037 | loss: 0.0310402 | val_loss: 0.0311874 | Time: 2483.11 ms
[2021-01-22 06:39:46 main:574] : INFO : Epoch 2038 | loss: 0.0310354 | val_loss: 0.0311786 | Time: 2381.75 ms
[2021-01-22 06:39:48 main:574] : INFO : Epoch 2039 | loss: 0.0310329 | val_loss: 0.0311828 | Time: 2358.93 ms
[2021-01-22 06:39:51 main:574] : INFO : Epoch 2040 | loss: 0.0310334 | val_loss: 0.0311838 | Time: 2667.01 ms
[2021-01-22 06:39:54 main:574] : INFO : Epoch 2041 | loss: 0.031037 | val_loss: 0.0312018 | Time: 2646.45 ms
[2021-01-22 06:39:56 main:574] : INFO : Epoch 2042 | loss: 0.0310404 | val_loss: 0.0311855 | Time: 2474.96 ms
[2021-01-22 06:39:59 main:574] : INFO : Epoch 2043 | loss: 0.0310374 | val_loss: 0.0311947 | Time: 2587.99 ms
[2021-01-22 06:40:01 main:574] : INFO : Epoch 2044 | loss: 0.03103 | val_loss: 0.0311848 | Time: 2492.99 ms
[2021-01-22 06:40:04 main:574] : INFO : Epoch 2045 | loss: 0.0310325 | val_loss: 0.0311839 | Time: 2459.57 ms
[2021-01-22 06:40:06 main:574] : INFO : Epoch 2046 | loss: 0.0310355 | val_loss: 0.0311856 | Time: 2431.53 ms
[2021-01-22 06:40:09 main:574] : INFO : Epoch 2047 | loss: 0.0310401 | val_loss: 0.0311836 | Time: 2453.72 ms
[2021-01-22 06:40:11 main:574] : INFO : Epoch 2048 | loss: 0.0310369 | val_loss: 0.031195 | Time: 2408.65 ms
[2021-01-22 06:40:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031195
[2021-01-22 06:40:11 main:603] : INFO : Saving end state to config to file
[2021-01-22 06:40:11 main:608] : INFO : Success, exiting..
06:40:11 (7552): 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)