Task 12395657
| Name | ParityModified-1645997849-31806-1-0_0 |
| Workunit | 9566637 |
| Created | 2 Mar 2022, 14:34:05 UTC |
| Sent | 6 Mar 2022, 22:30:33 UTC |
| Report deadline | 14 Mar 2022, 22:30:33 UTC |
| Received | 8 Mar 2022, 17:17:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 32 min 54 sec |
| CPU time | 1 hours 30 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311063 | val_loss: 0.0311803 | Time: 2545.77 ms
[2022-03-08 16:54:07 main:574] : INFO : Epoch 1543 | loss: 0.0311077 | val_loss: 0.0311747 | Time: 2512.16 ms
[2022-03-08 16:54:10 main:574] : INFO : Epoch 1544 | loss: 0.0311047 | val_loss: 0.0311791 | Time: 2578.39 ms
[2022-03-08 16:54:13 main:574] : INFO : Epoch 1545 | loss: 0.0311033 | val_loss: 0.0311747 | Time: 2531.09 ms
[2022-03-08 16:54:15 main:574] : INFO : Epoch 1546 | loss: 0.0311038 | val_loss: 0.0311741 | Time: 2774.54 ms
[2022-03-08 16:54:18 main:574] : INFO : Epoch 1547 | loss: 0.0311059 | val_loss: 0.031175 | Time: 2509.91 ms
[2022-03-08 16:54:22 main:574] : INFO : Epoch 1548 | loss: 0.0311047 | val_loss: 0.03118 | Time: 3686.68 ms
[2022-03-08 16:54:24 main:574] : INFO : Epoch 1549 | loss: 0.0311041 | val_loss: 0.0311728 | Time: 2604.97 ms
[2022-03-08 16:54:27 main:574] : INFO : Epoch 1550 | loss: 0.0311032 | val_loss: 0.0311889 | Time: 2964.35 ms
[2022-03-08 16:54:31 main:574] : INFO : Epoch 1551 | loss: 0.0311043 | val_loss: 0.0311773 | Time: 3351.43 ms
[2022-03-08 16:54:33 main:574] : INFO : Epoch 1552 | loss: 0.0311059 | val_loss: 0.0311807 | Time: 2502.35 ms
[2022-03-08 16:54:36 main:574] : INFO : Epoch 1553 | loss: 0.0311117 | val_loss: 0.0311718 | Time: 2377.93 ms
[2022-03-08 16:54:38 main:574] : INFO : Epoch 1554 | loss: 0.0311107 | val_loss: 0.0311773 | Time: 2502.71 ms
[2022-03-08 16:54:41 main:574] : INFO : Epoch 1555 | loss: 0.0311046 | val_loss: 0.0311796 | Time: 2582.49 ms
[2022-03-08 16:54:43 main:574] : INFO : Epoch 1556 | loss: 0.0311017 | val_loss: 0.0311782 | Time: 2363.97 ms
[2022-03-08 16:54:46 main:574] : INFO : Epoch 1557 | loss: 0.0311021 | val_loss: 0.0311767 | Time: 2490.66 ms
[2022-03-08 16:54:48 main:574] : INFO : Epoch 1558 | loss: 0.0311034 | val_loss: 0.0311809 | Time: 2398.67 ms
[2022-03-08 16:54:51 main:574] : INFO : Epoch 1559 | loss: 0.0311017 | val_loss: 0.0311825 | Time: 2348.23 ms
[2022-03-08 16:54:53 main:574] : INFO : Epoch 1560 | loss: 0.0311023 | val_loss: 0.0311859 | Time: 2393.29 ms
[2022-03-08 16:54:56 main:574] : INFO : Epoch 1561 | loss: 0.0311024 | val_loss: 0.0311811 | Time: 2354.16 ms
[2022-03-08 16:55:00 main:574] : INFO : Epoch 1562 | loss: 0.0311054 | val_loss: 0.0311795 | Time: 4185.81 ms
[2022-03-08 16:55:02 main:574] : INFO : Epoch 1563 | loss: 0.0311029 | val_loss: 0.0311746 | Time: 2568.8 ms
[2022-03-08 16:55:05 main:574] : INFO : Epoch 1564 | loss: 0.0311086 | val_loss: 0.0311783 | Time: 2484.36 ms
[2022-03-08 16:55:07 main:574] : INFO : Epoch 1565 | loss: 0.0311067 | val_loss: 0.031177 | Time: 2326.75 ms
[2022-03-08 16:55:10 main:574] : INFO : Epoch 1566 | loss: 0.0311097 | val_loss: 0.031173 | Time: 2350.63 ms
[2022-03-08 16:55:12 main:574] : INFO : Epoch 1567 | loss: 0.0311132 | val_loss: 0.0311791 | Time: 2703.01 ms
[2022-03-08 16:55:15 main:574] : INFO : Epoch 1568 | loss: 0.0311128 | val_loss: 0.0311736 | Time: 2991.01 ms
[2022-03-08 16:55:18 main:574] : INFO : Epoch 1569 | loss: 0.0311095 | val_loss: 0.0311751 | Time: 2446.9 ms
[2022-03-08 16:55:21 main:574] : INFO : Epoch 1570 | loss: 0.031108 | val_loss: 0.0311773 | Time: 2617.35 ms
[2022-03-08 16:55:24 main:574] : INFO : Epoch 1571 | loss: 0.0311041 | val_loss: 0.031188 | Time: 2888.94 ms
[2022-03-08 16:55:26 main:574] : INFO : Epoch 1572 | loss: 0.0311028 | val_loss: 0.0311744 | Time: 2426.84 ms
[2022-03-08 16:55:28 main:574] : INFO : Epoch 1573 | loss: 0.031102 | val_loss: 0.0311848 | Time: 2421.08 ms
[2022-03-08 16:55:31 main:574] : INFO : Epoch 1574 | loss: 0.0310999 | val_loss: 0.0311882 | Time: 2430.26 ms
[2022-03-08 16:55:34 main:574] : INFO : Epoch 1575 | loss: 0.0311054 | val_loss: 0.031178 | Time: 3049.24 ms
[2022-03-08 16:55:37 main:574] : INFO : Epoch 1576 | loss: 0.0311059 | val_loss: 0.031179 | Time: 3190.94 ms
[2022-03-08 16:55:40 main:574] : INFO : Epoch 1577 | loss: 0.0311065 | val_loss: 0.0311784 | Time: 2661.77 ms
[2022-03-08 16:55:43 main:574] : INFO : Epoch 1578 | loss: 0.0311033 | val_loss: 0.0311822 | Time: 2755.04 ms
[2022-03-08 16:55:45 main:574] : INFO : Epoch 1579 | loss: 0.0311029 | val_loss: 0.0311758 | Time: 2422.33 ms
[2022-03-08 16:55:48 main:574] : INFO : Epoch 1580 | loss: 0.0311024 | val_loss: 0.0311847 | Time: 2565.03 ms
[2022-03-08 16:55:51 main:574] : INFO : Epoch 1581 | loss: 0.0311035 | val_loss: 0.0311855 | Time: 2857.05 ms
[2022-03-08 16:55:54 main:574] : INFO : Epoch 1582 | loss: 0.0311024 | val_loss: 0.0311816 | Time: 2648.01 ms
[2022-03-08 16:55:56 main:574] : INFO : Epoch 1583 | loss: 0.0311038 | val_loss: 0.0311793 | Time: 2638.55 ms
[2022-03-08 16:55:59 main:574] : INFO : Epoch 1584 | loss: 0.0311117 | val_loss: 0.0311721 | Time: 2852.61 ms
[2022-03-08 16:56:02 main:574] : INFO : Epoch 1585 | loss: 0.0311091 | val_loss: 0.0311831 | Time: 2975.2 ms
[2022-03-08 16:56:05 main:574] : INFO : Epoch 1586 | loss: 0.0311077 | val_loss: 0.0311761 | Time: 2432.07 ms
[2022-03-08 16:56:07 main:574] : INFO : Epoch 1587 | loss: 0.0311058 | val_loss: 0.031183 | Time: 2823.76 ms
[2022-03-08 16:56:10 main:574] : INFO : Epoch 1588 | loss: 0.0311069 | val_loss: 0.0311801 | Time: 2509.56 ms
[2022-03-08 16:56:12 main:574] : INFO : Epoch 1589 | loss: 0.0311088 | val_loss: 0.0311769 | Time: 2328.38 ms
[2022-03-08 16:56:15 main:574] : INFO : Epoch 1590 | loss: 0.0311087 | val_loss: 0.0311778 | Time: 2351.17 ms
[2022-03-08 16:56:17 main:574] : INFO : Epoch 1591 | loss: 0.031108 | val_loss: 0.031185 | Time: 2362.6 ms
[2022-03-08 16:56:20 main:574] : INFO : Epoch 1592 | loss: 0.0311045 | val_loss: 0.0311794 | Time: 2380.67 ms
[2022-03-08 16:56:22 main:574] : INFO : Epoch 1593 | loss: 0.0311034 | val_loss: 0.031174 | Time: 2439.68 ms
[2022-03-08 16:56:25 main:574] : INFO : Epoch 1594 | loss: 0.0311078 | val_loss: 0.031181 | Time: 2872.09 ms
[2022-03-08 16:56:27 main:574] : INFO : Epoch 1595 | loss: 0.0311028 | val_loss: 0.0311822 | Time: 2390.99 ms
[2022-03-08 16:56:30 main:574] : INFO : Epoch 1596 | loss: 0.0311 | val_loss: 0.0311809 | Time: 2582.03 ms
[2022-03-08 16:56:33 main:574] : INFO : Epoch 1597 | loss: 0.0310988 | val_loss: 0.0311832 | Time: 3061.96 ms
[2022-03-08 16:56:36 main:574] : INFO : Epoch 1598 | loss: 0.0310985 | val_loss: 0.0311822 | Time: 3088.34 ms
[2022-03-08 16:56:39 main:574] : INFO : Epoch 1599 | loss: 0.0311001 | val_loss: 0.031182 | Time: 2960.83 ms
[2022-03-08 16:56:42 main:574] : INFO : Epoch 1600 | loss: 0.0310978 | val_loss: 0.0311856 | Time: 2329.08 ms
[2022-03-08 16:56:45 main:574] : INFO : Epoch 1601 | loss: 0.0310992 | val_loss: 0.0311842 | Time: 3521.34 ms
[2022-03-08 16:56:48 main:574] : INFO : Epoch 1602 | loss: 0.0311012 | val_loss: 0.031178 | Time: 2473.27 ms
[2022-03-08 16:56:50 main:574] : INFO : Epoch 1603 | loss: 0.0311065 | val_loss: 0.0311851 | Time: 2630.7 ms
[2022-03-08 16:56:53 main:574] : INFO : Epoch 1604 | loss: 0.0311048 | val_loss: 0.031188 | Time: 2332.86 ms
[2022-03-08 16:56:55 main:574] : INFO : Epoch 1605 | loss: 0.031106 | val_loss: 0.0311755 | Time: 2519.33 ms
[2022-03-08 16:56:58 main:574] : INFO : Epoch 1606 | loss: 0.0311015 | val_loss: 0.0311852 | Time: 2368.55 ms
[2022-03-08 16:57:00 main:574] : INFO : Epoch 1607 | loss: 0.0311027 | val_loss: 0.0311828 | Time: 2562.51 ms
[2022-03-08 16:57:03 main:574] : INFO : Epoch 1608 | loss: 0.0311001 | val_loss: 0.0311932 | Time: 2575.64 ms
[2022-03-08 16:57:06 main:574] : INFO : Epoch 1609 | loss: 0.0311033 | val_loss: 0.031183 | Time: 2553.62 ms
[2022-03-08 16:57:08 main:574] : INFO : Epoch 1610 | loss: 0.031112 | val_loss: 0.0311817 | Time: 2390.73 ms
[2022-03-08 16:57:11 main:574] : INFO : Epoch 1611 | loss: 0.0311134 | val_loss: 0.0311734 | Time: 2652.49 ms
[2022-03-08 16:57:14 main:574] : INFO : Epoch 1612 | loss: 0.0311111 | val_loss: 0.0311806 | Time: 2979.41 ms
[2022-03-08 16:57:16 main:574] : INFO : Epoch 1613 | loss: 0.0311072 | val_loss: 0.0311776 | Time: 2614.14 ms
[2022-03-08 16:57:19 main:574] : INFO : Epoch 1614 | loss: 0.0311103 | val_loss: 0.0311797 | Time: 2601.88 ms
[2022-03-08 16:57:22 main:574] : INFO : Epoch 1615 | loss: 0.0311168 | val_loss: 0.0311748 | Time: 2706.37 ms
[2022-03-08 16:57:24 main:574] : INFO : Epoch 1616 | loss: 0.0311104 | val_loss: 0.0311806 | Time: 2577.46 ms
[2022-03-08 16:57:27 main:574] : INFO : Epoch 1617 | loss: 0.0311068 | val_loss: 0.0311773 | Time: 2368.11 ms
[2022-03-08 16:57:29 main:574] : INFO : Epoch 1618 | loss: 0.0311081 | val_loss: 0.0311863 | Time: 2487.88 ms
[2022-03-08 16:57:32 main:574] : INFO : Epoch 1619 | loss: 0.0311045 | val_loss: 0.0311836 | Time: 2618.22 ms
[2022-03-08 16:57:35 main:574] : INFO : Epoch 1620 | loss: 0.0311026 | val_loss: 0.0311774 | Time: 2972.79 ms
[2022-03-08 16:57:38 main:574] : INFO : Epoch 1621 | loss: 0.0311017 | val_loss: 0.0311725 | Time: 2460.42 ms
[2022-03-08 16:57:40 main:574] : INFO : Epoch 1622 | loss: 0.0311002 | val_loss: 0.0311792 | Time: 2660.82 ms
[2022-03-08 16:57:43 main:574] : INFO : Epoch 1623 | loss: 0.0310972 | val_loss: 0.0311789 | Time: 3112.07 ms
[2022-03-08 16:57:46 main:574] : INFO : Epoch 1624 | loss: 0.0310957 | val_loss: 0.0311815 | Time: 2597.59 ms
[2022-03-08 16:57:49 main:574] : INFO : Epoch 1625 | loss: 0.0310953 | val_loss: 0.0311858 | Time: 2427.88 ms
[2022-03-08 16:57:52 main:574] : INFO : Epoch 1626 | loss: 0.0310957 | val_loss: 0.0311849 | Time: 3014.35 ms
[2022-03-08 16:57:54 main:574] : INFO : Epoch 1627 | loss: 0.0310988 | val_loss: 0.0311876 | Time: 2408.61 ms
[2022-03-08 16:57:57 main:574] : INFO : Epoch 1628 | loss: 0.0311022 | val_loss: 0.0311851 | Time: 2991.42 ms
[2022-03-08 16:58:00 main:574] : INFO : Epoch 1629 | loss: 0.0311034 | val_loss: 0.031178 | Time: 2427.36 ms
[2022-03-08 16:58:03 main:574] : INFO : Epoch 1630 | loss: 0.0310987 | val_loss: 0.0311907 | Time: 2927.68 ms
[2022-03-08 16:58:05 main:574] : INFO : Epoch 1631 | loss: 0.0310975 | val_loss: 0.0311836 | Time: 2592.29 ms
[2022-03-08 16:58:08 main:574] : INFO : Epoch 1632 | loss: 0.0310964 | val_loss: 0.031188 | Time: 2617.03 ms
[2022-03-08 16:58:11 main:574] : INFO : Epoch 1633 | loss: 0.0310985 | val_loss: 0.0311794 | Time: 2896.61 ms
[2022-03-08 16:58:13 main:574] : INFO : Epoch 1634 | loss: 0.0310999 | val_loss: 0.0311838 | Time: 2564.77 ms
[2022-03-08 16:58:16 main:574] : INFO : Epoch 1635 | loss: 0.0311011 | val_loss: 0.0311772 | Time: 2649.21 ms
[2022-03-08 16:58:19 main:574] : INFO : Epoch 1636 | loss: 0.0310988 | val_loss: 0.0311771 | Time: 3307.91 ms
[2022-03-08 16:58:22 main:574] : INFO : Epoch 1637 | loss: 0.0310989 | val_loss: 0.031183 | Time: 2404.52 ms
[2022-03-08 16:58:24 main:574] : INFO : Epoch 1638 | loss: 0.0311049 | val_loss: 0.0312507 | Time: 2466.19 ms
[2022-03-08 16:58:27 main:574] : INFO : Epoch 1639 | loss: 0.0482155 | val_loss: 0.040823 | Time: 2457.56 ms
[2022-03-08 16:58:29 main:574] : INFO : Epoch 1640 | loss: 0.0347407 | val_loss: 0.0323329 | Time: 2459.66 ms
[2022-03-08 16:58:32 main:574] : INFO : Epoch 1641 | loss: 0.031691 | val_loss: 0.0313554 | Time: 2521.99 ms
[2022-03-08 16:58:34 main:574] : INFO : Epoch 1642 | loss: 0.031334 | val_loss: 0.0313122 | Time: 2316.92 ms
[2022-03-08 16:58:37 main:574] : INFO : Epoch 1643 | loss: 0.0312822 | val_loss: 0.031275 | Time: 2743.42 ms
[2022-03-08 16:58:40 main:574] : INFO : Epoch 1644 | loss: 0.0312594 | val_loss: 0.0312599 | Time: 2749.36 ms
[2022-03-08 16:58:43 main:574] : INFO : Epoch 1645 | loss: 0.0312575 | val_loss: 0.0312532 | Time: 2726.44 ms
[2022-03-08 16:58:45 main:574] : INFO : Epoch 1646 | loss: 0.0312534 | val_loss: 0.0312527 | Time: 2574.13 ms
[2022-03-08 16:58:48 main:574] : INFO : Epoch 1647 | loss: 0.0312534 | val_loss: 0.031252 | Time: 2867.85 ms
[2022-03-08 16:58:51 main:574] : INFO : Epoch 1648 | loss: 0.031259 | val_loss: 0.0312654 | Time: 2894.16 ms
[2022-03-08 16:58:54 main:574] : INFO : Epoch 1649 | loss: 0.0312638 | val_loss: 0.0312512 | Time: 2434.95 ms
[2022-03-08 16:58:56 main:574] : INFO : Epoch 1650 | loss: 0.0312552 | val_loss: 0.0312509 | Time: 2429.97 ms
[2022-03-08 16:58:59 main:574] : INFO : Epoch 1651 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2558.76 ms
[2022-03-08 16:59:02 main:574] : INFO : Epoch 1652 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2780.31 ms
[2022-03-08 16:59:05 main:574] : INFO : Epoch 1653 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 3141.4 ms
[2022-03-08 16:59:09 main:574] : INFO : Epoch 1654 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 4303.84 ms
[2022-03-08 16:59:11 main:574] : INFO : Epoch 1655 | loss: 0.031249 | val_loss: 0.0312501 | Time: 2383.63 ms
[2022-03-08 16:59:14 main:574] : INFO : Epoch 1656 | loss: 0.0312496 | val_loss: 0.0312545 | Time: 2355.63 ms
[2022-03-08 16:59:16 main:574] : INFO : Epoch 1657 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 2383.9 ms
[2022-03-08 16:59:19 main:574] : INFO : Epoch 1658 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 2375.24 ms
[2022-03-08 16:59:21 main:574] : INFO : Epoch 1659 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 2403.26 ms
[2022-03-08 16:59:24 main:574] : INFO : Epoch 1660 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 2346.59 ms
[2022-03-08 16:59:26 main:574] : INFO : Epoch 1661 | loss: 0.031247 | val_loss: 0.0312447 | Time: 2603.47 ms
[2022-03-08 16:59:29 main:574] : INFO : Epoch 1662 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 2866.99 ms
[2022-03-08 16:59:32 main:574] : INFO : Epoch 1663 | loss: 0.031245 | val_loss: 0.0312452 | Time: 2841.92 ms
[2022-03-08 16:59:35 main:574] : INFO : Epoch 1664 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 2706.73 ms
[2022-03-08 16:59:38 main:574] : INFO : Epoch 1665 | loss: 0.0312447 | val_loss: 0.0312496 | Time: 2922.24 ms
[2022-03-08 16:59:40 main:574] : INFO : Epoch 1666 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 2682.71 ms
[2022-03-08 16:59:43 main:574] : INFO : Epoch 1667 | loss: 0.0312421 | val_loss: 0.031242 | Time: 2783.61 ms
[2022-03-08 16:59:46 main:574] : INFO : Epoch 1668 | loss: 0.0312419 | val_loss: 0.0312443 | Time: 3141.08 ms
[2022-03-08 16:59:50 main:574] : INFO : Epoch 1669 | loss: 0.031241 | val_loss: 0.0312419 | Time: 2994.58 ms
[2022-03-08 16:59:52 main:574] : INFO : Epoch 1670 | loss: 0.0312416 | val_loss: 0.031242 | Time: 2833.58 ms
[2022-03-08 16:59:55 main:574] : INFO : Epoch 1671 | loss: 0.0312417 | val_loss: 0.0312405 | Time: 2700.14 ms
[2022-03-08 16:59:58 main:574] : INFO : Epoch 1672 | loss: 0.03124 | val_loss: 0.0312398 | Time: 3017.74 ms
[2022-03-08 17:00:01 main:574] : INFO : Epoch 1673 | loss: 0.0312387 | val_loss: 0.0312389 | Time: 2927.81 ms
[2022-03-08 17:00:04 main:574] : INFO : Epoch 1674 | loss: 0.0312387 | val_loss: 0.0312417 | Time: 2569.37 ms
[2022-03-08 17:00:09 main:574] : INFO : Epoch 1675 | loss: 0.031241 | val_loss: 0.0312377 | Time: 5054.79 ms
[2022-03-08 17:00:11 main:574] : INFO : Epoch 1676 | loss: 0.0312375 | val_loss: 0.0312366 | Time: 2586.9 ms
[2022-03-08 17:00:14 main:574] : INFO : Epoch 1677 | loss: 0.0312392 | val_loss: 0.0312387 | Time: 2498.18 ms
[2022-03-08 17:00:16 main:574] : INFO : Epoch 1678 | loss: 0.031238 | val_loss: 0.0312373 | Time: 2344.1 ms
[2022-03-08 17:00:19 main:574] : INFO : Epoch 1679 | loss: 0.0312386 | val_loss: 0.0312352 | Time: 2455.27 ms
[2022-03-08 17:00:21 main:574] : INFO : Epoch 1680 | loss: 0.0312355 | val_loss: 0.031233 | Time: 2425.91 ms
[2022-03-08 17:00:24 main:574] : INFO : Epoch 1681 | loss: 0.0312338 | val_loss: 0.0312321 | Time: 2352.65 ms
[2022-03-08 17:00:26 main:574] : INFO : Epoch 1682 | loss: 0.0312329 | val_loss: 0.0312349 | Time: 2473.27 ms
[2022-03-08 17:00:29 main:574] : INFO : Epoch 1683 | loss: 0.0312327 | val_loss: 0.0312307 | Time: 2394.12 ms
[2022-03-08 17:00:31 main:574] : INFO : Epoch 1684 | loss: 0.0312308 | val_loss: 0.0312325 | Time: 2438.45 ms
[2022-03-08 17:00:34 main:574] : INFO : Epoch 1685 | loss: 0.0312307 | val_loss: 0.0312289 | Time: 2477.13 ms
[2022-03-08 17:00:36 main:574] : INFO : Epoch 1686 | loss: 0.0312318 | val_loss: 0.0312281 | Time: 2491.97 ms
[2022-03-08 17:00:39 main:574] : INFO : Epoch 1687 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 2999.58 ms
[2022-03-08 17:00:42 main:574] : INFO : Epoch 1688 | loss: 0.0312276 | val_loss: 0.0312284 | Time: 2910.33 ms
[2022-03-08 17:00:45 main:574] : INFO : Epoch 1689 | loss: 0.0312295 | val_loss: 0.0312352 | Time: 2994.41 ms
[2022-03-08 17:00:48 main:574] : INFO : Epoch 1690 | loss: 0.031232 | val_loss: 0.0312282 | Time: 3057.83 ms
[2022-03-08 17:00:51 main:574] : INFO : Epoch 1691 | loss: 0.0312301 | val_loss: 0.0312265 | Time: 2612.89 ms
[2022-03-08 17:00:54 main:574] : INFO : Epoch 1692 | loss: 0.0312292 | val_loss: 0.0312259 | Time: 2797.23 ms
[2022-03-08 17:00:57 main:574] : INFO : Epoch 1693 | loss: 0.0312288 | val_loss: 0.0312292 | Time: 2729.03 ms
[2022-03-08 17:00:59 main:574] : INFO : Epoch 1694 | loss: 0.0312287 | val_loss: 0.031231 | Time: 2320.6 ms
[2022-03-08 17:01:02 main:574] : INFO : Epoch 1695 | loss: 0.0312259 | val_loss: 0.0312254 | Time: 2472.12 ms
[2022-03-08 17:01:04 main:574] : INFO : Epoch 1696 | loss: 0.0312259 | val_loss: 0.0312256 | Time: 2358.51 ms
[2022-03-08 17:01:07 main:574] : INFO : Epoch 1697 | loss: 0.0312238 | val_loss: 0.0312246 | Time: 2367.59 ms
[2022-03-08 17:01:09 main:574] : INFO : Epoch 1698 | loss: 0.0312243 | val_loss: 0.0312271 | Time: 2383.31 ms
[2022-03-08 17:01:12 main:574] : INFO : Epoch 1699 | loss: 0.0312239 | val_loss: 0.0312245 | Time: 2597.7 ms
[2022-03-08 17:01:15 main:574] : INFO : Epoch 1700 | loss: 0.0312224 | val_loss: 0.0312245 | Time: 3075.73 ms
[2022-03-08 17:01:17 main:574] : INFO : Epoch 1701 | loss: 0.0312232 | val_loss: 0.0312255 | Time: 2587.5 ms
[2022-03-08 17:01:20 main:574] : INFO : Epoch 1702 | loss: 0.0312234 | val_loss: 0.0312233 | Time: 2477.07 ms
[2022-03-08 17:01:22 main:574] : INFO : Epoch 1703 | loss: 0.0312231 | val_loss: 0.0312244 | Time: 2320.81 ms
[2022-03-08 17:01:25 main:574] : INFO : Epoch 1704 | loss: 0.0312231 | val_loss: 0.0312257 | Time: 2531.11 ms
[2022-03-08 17:01:27 main:574] : INFO : Epoch 1705 | loss: 0.0312253 | val_loss: 0.031228 | Time: 2327.94 ms
[2022-03-08 17:01:30 main:574] : INFO : Epoch 1706 | loss: 0.0312271 | val_loss: 0.0312359 | Time: 2338.78 ms
[2022-03-08 17:01:32 main:574] : INFO : Epoch 1707 | loss: 0.0312261 | val_loss: 0.0312268 | Time: 2565.19 ms
[2022-03-08 17:01:35 main:574] : INFO : Epoch 1708 | loss: 0.0312223 | val_loss: 0.0312234 | Time: 2413.81 ms
[2022-03-08 17:01:37 main:574] : INFO : Epoch 1709 | loss: 0.031224 | val_loss: 0.0312229 | Time: 2754.7 ms
[2022-03-08 17:01:40 main:574] : INFO : Epoch 1710 | loss: 0.0312246 | val_loss: 0.0312289 | Time: 2365.92 ms
[2022-03-08 17:01:42 main:574] : INFO : Epoch 1711 | loss: 0.0312249 | val_loss: 0.0312247 | Time: 2345.87 ms
[2022-03-08 17:01:45 main:574] : INFO : Epoch 1712 | loss: 0.0312217 | val_loss: 0.0312278 | Time: 2365.96 ms
[2022-03-08 17:01:47 main:574] : INFO : Epoch 1713 | loss: 0.0312247 | val_loss: 0.0312241 | Time: 2376.38 ms
[2022-03-08 17:01:50 main:574] : INFO : Epoch 1714 | loss: 0.0312217 | val_loss: 0.0312237 | Time: 2544.41 ms
[2022-03-08 17:01:52 main:574] : INFO : Epoch 1715 | loss: 0.0312203 | val_loss: 0.0312221 | Time: 2390.18 ms
[2022-03-08 17:01:55 main:574] : INFO : Epoch 1716 | loss: 0.0312217 | val_loss: 0.031222 | Time: 2483.44 ms
[2022-03-08 17:01:57 main:574] : INFO : Epoch 1717 | loss: 0.031221 | val_loss: 0.0312214 | Time: 2397.82 ms
[2022-03-08 17:01:59 main:574] : INFO : Epoch 1718 | loss: 0.0312197 | val_loss: 0.0312221 | Time: 2348.97 ms
[2022-03-08 17:02:02 main:574] : INFO : Epoch 1719 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 2597.65 ms
[2022-03-08 17:02:05 main:574] : INFO : Epoch 1720 | loss: 0.0312234 | val_loss: 0.0312215 | Time: 3297.39 ms
[2022-03-08 17:02:08 main:574] : INFO : Epoch 1721 | loss: 0.0312218 | val_loss: 0.0312226 | Time: 2692.41 ms
[2022-03-08 17:02:11 main:574] : INFO : Epoch 1722 | loss: 0.0312209 | val_loss: 0.0312218 | Time: 3284.02 ms
[2022-03-08 17:02:14 main:574] : INFO : Epoch 1723 | loss: 0.0312208 | val_loss: 0.0312236 | Time: 2623.24 ms
[2022-03-08 17:02:17 main:574] : INFO : Epoch 1724 | loss: 0.0312205 | val_loss: 0.0312259 | Time: 2997.51 ms
[2022-03-08 17:02:20 main:574] : INFO : Epoch 1725 | loss: 0.0312202 | val_loss: 0.0312214 | Time: 2601.18 ms
[2022-03-08 17:02:22 main:574] : INFO : Epoch 1726 | loss: 0.031221 | val_loss: 0.0312222 | Time: 2362.79 ms
[2022-03-08 17:02:25 main:574] : INFO : Epoch 1727 | loss: 0.0312212 | val_loss: 0.0312238 | Time: 2381.46 ms
[2022-03-08 17:02:27 main:574] : INFO : Epoch 1728 | loss: 0.0312189 | val_loss: 0.0312192 | Time: 2437.03 ms
[2022-03-08 17:02:29 main:574] : INFO : Epoch 1729 | loss: 0.0312191 | val_loss: 0.0312184 | Time: 2355.15 ms
[2022-03-08 17:02:32 main:574] : INFO : Epoch 1730 | loss: 0.0312178 | val_loss: 0.0312186 | Time: 2376.02 ms
[2022-03-08 17:02:35 main:574] : INFO : Epoch 1731 | loss: 0.0312175 | val_loss: 0.0312178 | Time: 2601.6 ms
[2022-03-08 17:02:37 main:574] : INFO : Epoch 1732 | loss: 0.0312188 | val_loss: 0.0312249 | Time: 2376.56 ms
[2022-03-08 17:02:39 main:574] : INFO : Epoch 1733 | loss: 0.0312208 | val_loss: 0.0312185 | Time: 2446.67 ms
[2022-03-08 17:02:42 main:574] : INFO : Epoch 1734 | loss: 0.0312178 | val_loss: 0.0312184 | Time: 2463.76 ms
[2022-03-08 17:02:45 main:574] : INFO : Epoch 1735 | loss: 0.0312163 | val_loss: 0.031218 | Time: 2608.26 ms
[2022-03-08 17:02:47 main:574] : INFO : Epoch 1736 | loss: 0.0312158 | val_loss: 0.0312205 | Time: 2501.68 ms
[2022-03-08 17:02:50 main:574] : INFO : Epoch 1737 | loss: 0.0312158 | val_loss: 0.0312199 | Time: 2351.48 ms
[2022-03-08 17:02:52 main:574] : INFO : Epoch 1738 | loss: 0.0312157 | val_loss: 0.0312156 | Time: 2301.64 ms
[2022-03-08 17:02:54 main:574] : INFO : Epoch 1739 | loss: 0.0312154 | val_loss: 0.0312192 | Time: 2436.45 ms
[2022-03-08 17:02:58 main:574] : INFO : Epoch 1740 | loss: 0.0312153 | val_loss: 0.0312158 | Time: 3189.45 ms
[2022-03-08 17:03:00 main:574] : INFO : Epoch 1741 | loss: 0.0312138 | val_loss: 0.0312159 | Time: 2380.39 ms
[2022-03-08 17:03:03 main:574] : INFO : Epoch 1742 | loss: 0.0312135 | val_loss: 0.0312195 | Time: 2856.59 ms
[2022-03-08 17:03:06 main:574] : INFO : Epoch 1743 | loss: 0.0312141 | val_loss: 0.0312154 | Time: 2814.61 ms
[2022-03-08 17:03:08 main:574] : INFO : Epoch 1744 | loss: 0.0312126 | val_loss: 0.0312146 | Time: 2327.45 ms
[2022-03-08 17:03:11 main:574] : INFO : Epoch 1745 | loss: 0.0312128 | val_loss: 0.0312148 | Time: 2415.99 ms
[2022-03-08 17:03:13 main:574] : INFO : Epoch 1746 | loss: 0.031213 | val_loss: 0.0312148 | Time: 2704.2 ms
[2022-03-08 17:03:16 main:574] : INFO : Epoch 1747 | loss: 0.0312133 | val_loss: 0.0312312 | Time: 2812.33 ms
[2022-03-08 17:03:19 main:574] : INFO : Epoch 1748 | loss: 0.0312164 | val_loss: 0.0312133 | Time: 2831.91 ms
[2022-03-08 17:03:22 main:574] : INFO : Epoch 1749 | loss: 0.031212 | val_loss: 0.0312132 | Time: 2520.67 ms
[2022-03-08 17:03:24 main:574] : INFO : Epoch 1750 | loss: 0.031211 | val_loss: 0.0312124 | Time: 2402.7 ms
[2022-03-08 17:03:27 main:574] : INFO : Epoch 1751 | loss: 0.0312107 | val_loss: 0.0312125 | Time: 2323.37 ms
[2022-03-08 17:03:29 main:574] : INFO : Epoch 1752 | loss: 0.0312108 | val_loss: 0.0312129 | Time: 2368.17 ms
[2022-03-08 17:03:32 main:574] : INFO : Epoch 1753 | loss: 0.0312136 | val_loss: 0.0312181 | Time: 2541.92 ms
[2022-03-08 17:03:34 main:574] : INFO : Epoch 1754 | loss: 0.0312134 | val_loss: 0.0312133 | Time: 2849.42 ms
[2022-03-08 17:03:37 main:574] : INFO : Epoch 1755 | loss: 0.0312098 | val_loss: 0.0312117 | Time: 2336.39 ms
[2022-03-08 17:03:39 main:574] : INFO : Epoch 1756 | loss: 0.0312092 | val_loss: 0.0312144 | Time: 2313.9 ms
[2022-03-08 17:03:42 main:574] : INFO : Epoch 1757 | loss: 0.0312097 | val_loss: 0.0312122 | Time: 2383.3 ms
[2022-03-08 17:03:44 main:574] : INFO : Epoch 1758 | loss: 0.0312104 | val_loss: 0.0312106 | Time: 2319.24 ms
[2022-03-08 17:03:47 main:574] : INFO : Epoch 1759 | loss: 0.0312098 | val_loss: 0.0312106 | Time: 2935.45 ms
[2022-03-08 17:03:50 main:574] : INFO : Epoch 1760 | loss: 0.0312087 | val_loss: 0.0312114 | Time: 2960.63 ms
[2022-03-08 17:03:52 main:574] : INFO : Epoch 1761 | loss: 0.0312075 | val_loss: 0.0312147 | Time: 2547.85 ms
[2022-03-08 17:03:55 main:574] : INFO : Epoch 1762 | loss: 0.031212 | val_loss: 0.0312112 | Time: 2661.07 ms
[2022-03-08 17:03:58 main:574] : INFO : Epoch 1763 | loss: 0.0312073 | val_loss: 0.0312084 | Time: 2419.6 ms
[2022-03-08 17:04:00 main:574] : INFO : Epoch 1764 | loss: 0.0312071 | val_loss: 0.0312106 | Time: 2764.48 ms
[2022-03-08 17:04:03 main:574] : INFO : Epoch 1765 | loss: 0.0312091 | val_loss: 0.0312172 | Time: 2730.88 ms
[2022-03-08 17:04:06 main:574] : INFO : Epoch 1766 | loss: 0.0312083 | val_loss: 0.0312121 | Time: 2658.64 ms
[2022-03-08 17:04:09 main:574] : INFO : Epoch 1767 | loss: 0.0312066 | val_loss: 0.0312091 | Time: 2736.81 ms
[2022-03-08 17:04:11 main:574] : INFO : Epoch 1768 | loss: 0.0312059 | val_loss: 0.0312117 | Time: 2557.33 ms
[2022-03-08 17:04:14 main:574] : INFO : Epoch 1769 | loss: 0.0312075 | val_loss: 0.0312083 | Time: 2583.34 ms
[2022-03-08 17:04:16 main:574] : INFO : Epoch 1770 | loss: 0.0312058 | val_loss: 0.0312081 | Time: 2368.17 ms
[2022-03-08 17:04:19 main:574] : INFO : Epoch 1771 | loss: 0.0312065 | val_loss: 0.0312065 | Time: 2603.05 ms
[2022-03-08 17:04:22 main:574] : INFO : Epoch 1772 | loss: 0.0312078 | val_loss: 0.0312148 | Time: 2504.53 ms
[2022-03-08 17:04:24 main:574] : INFO : Epoch 1773 | loss: 0.0312097 | val_loss: 0.0312106 | Time: 2327.1 ms
[2022-03-08 17:04:26 main:574] : INFO : Epoch 1774 | loss: 0.0312065 | val_loss: 0.0312065 | Time: 2502.8 ms
[2022-03-08 17:04:29 main:574] : INFO : Epoch 1775 | loss: 0.0312064 | val_loss: 0.0312083 | Time: 2710.71 ms
[2022-03-08 17:04:32 main:574] : INFO : Epoch 1776 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 2512.42 ms
[2022-03-08 17:04:35 main:574] : INFO : Epoch 1777 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 3003.94 ms
[2022-03-08 17:04:37 main:574] : INFO : Epoch 1778 | loss: 0.0312044 | val_loss: 0.031208 | Time: 2544.64 ms
[2022-03-08 17:04:41 main:574] : INFO : Epoch 1779 | loss: 0.0312049 | val_loss: 0.0312082 | Time: 3175 ms
[2022-03-08 17:04:43 main:574] : INFO : Epoch 1780 | loss: 0.0312078 | val_loss: 0.0312052 | Time: 2826.27 ms
[2022-03-08 17:04:46 main:574] : INFO : Epoch 1781 | loss: 0.0312051 | val_loss: 0.0312064 | Time: 2615.3 ms
[2022-03-08 17:04:49 main:574] : INFO : Epoch 1782 | loss: 0.0312039 | val_loss: 0.0312049 | Time: 2691.87 ms
[2022-03-08 17:04:51 main:574] : INFO : Epoch 1783 | loss: 0.0312045 | val_loss: 0.0312101 | Time: 2421.7 ms
[2022-03-08 17:04:54 main:574] : INFO : Epoch 1784 | loss: 0.0312043 | val_loss: 0.0312044 | Time: 2459.99 ms
[2022-03-08 17:04:56 main:574] : INFO : Epoch 1785 | loss: 0.0312039 | val_loss: 0.0312047 | Time: 2468.35 ms
[2022-03-08 17:04:59 main:574] : INFO : Epoch 1786 | loss: 0.0312055 | val_loss: 0.0312062 | Time: 2513.57 ms
[2022-03-08 17:05:01 main:574] : INFO : Epoch 1787 | loss: 0.0312035 | val_loss: 0.0312043 | Time: 2378.04 ms
[2022-03-08 17:05:04 main:574] : INFO : Epoch 1788 | loss: 0.0312044 | val_loss: 0.0312048 | Time: 2508.08 ms
[2022-03-08 17:05:07 main:574] : INFO : Epoch 1789 | loss: 0.0312036 | val_loss: 0.0312043 | Time: 2952.22 ms
[2022-03-08 17:05:10 main:574] : INFO : Epoch 1790 | loss: 0.0312048 | val_loss: 0.031208 | Time: 2943.47 ms
[2022-03-08 17:05:12 main:574] : INFO : Epoch 1791 | loss: 0.0312038 | val_loss: 0.0312049 | Time: 2468.36 ms
[2022-03-08 17:05:15 main:574] : INFO : Epoch 1792 | loss: 0.0312036 | val_loss: 0.0312042 | Time: 2450.17 ms
[2022-03-08 17:05:18 main:574] : INFO : Epoch 1793 | loss: 0.0312042 | val_loss: 0.0312065 | Time: 2921.42 ms
[2022-03-08 17:05:20 main:574] : INFO : Epoch 1794 | loss: 0.0312041 | val_loss: 0.0312041 | Time: 2480.01 ms
[2022-03-08 17:05:23 main:574] : INFO : Epoch 1795 | loss: 0.031204 | val_loss: 0.0312117 | Time: 2622.18 ms
[2022-03-08 17:05:26 main:574] : INFO : Epoch 1796 | loss: 0.0312057 | val_loss: 0.0312068 | Time: 2824.21 ms
[2022-03-08 17:05:28 main:574] : INFO : Epoch 1797 | loss: 0.0312053 | val_loss: 0.0312047 | Time: 2444.98 ms
[2022-03-08 17:05:31 main:574] : INFO : Epoch 1798 | loss: 0.031205 | val_loss: 0.0312056 | Time: 2506.73 ms
[2022-03-08 17:05:34 main:574] : INFO : Epoch 1799 | loss: 0.031203 | val_loss: 0.0312039 | Time: 2692.43 ms
[2022-03-08 17:05:37 main:574] : INFO : Epoch 1800 | loss: 0.0312025 | val_loss: 0.0312043 | Time: 2775.07 ms
[2022-03-08 17:05:40 main:574] : INFO : Epoch 1801 | loss: 0.031203 | val_loss: 0.0312043 | Time: 3713 ms
[2022-03-08 17:05:44 main:574] : INFO : Epoch 1802 | loss: 0.0312027 | val_loss: 0.0312037 | Time: 3210.95 ms
[2022-03-08 17:05:46 main:574] : INFO : Epoch 1803 | loss: 0.0312027 | val_loss: 0.031204 | Time: 2873.56 ms
[2022-03-08 17:05:49 main:574] : INFO : Epoch 1804 | loss: 0.031202 | val_loss: 0.0312037 | Time: 2873.72 ms
[2022-03-08 17:05:52 main:574] : INFO : Epoch 1805 | loss: 0.0312047 | val_loss: 0.0312037 | Time: 2790.51 ms
[2022-03-08 17:05:55 main:574] : INFO : Epoch 1806 | loss: 0.0312049 | val_loss: 0.0312034 | Time: 2451.88 ms
[2022-03-08 17:05:57 main:574] : INFO : Epoch 1807 | loss: 0.0312024 | val_loss: 0.0312046 | Time: 2601.72 ms
[2022-03-08 17:06:00 main:574] : INFO : Epoch 1808 | loss: 0.0312031 | val_loss: 0.0312054 | Time: 2466.23 ms
[2022-03-08 17:06:03 main:574] : INFO : Epoch 1809 | loss: 0.0312042 | val_loss: 0.0312044 | Time: 2524.2 ms
[2022-03-08 17:06:06 main:574] : INFO : Epoch 1810 | loss: 0.0312034 | val_loss: 0.0312048 | Time: 3336.16 ms
[2022-03-08 17:06:09 main:574] : INFO : Epoch 1811 | loss: 0.0312029 | val_loss: 0.0312043 | Time: 3393.93 ms
[2022-03-08 17:06:12 main:574] : INFO : Epoch 1812 | loss: 0.0312026 | val_loss: 0.0312052 | Time: 2715.43 ms
[2022-03-08 17:06:15 main:574] : INFO : Epoch 1813 | loss: 0.0312015 | val_loss: 0.0312034 | Time: 2420.33 ms
[2022-03-08 17:06:17 main:574] : INFO : Epoch 1814 | loss: 0.0312018 | val_loss: 0.0312034 | Time: 2392.72 ms
[2022-03-08 17:06:20 main:574] : INFO : Epoch 1815 | loss: 0.0312018 | val_loss: 0.0312049 | Time: 2906.68 ms
[2022-03-08 17:06:23 main:574] : INFO : Epoch 1816 | loss: 0.0312009 | val_loss: 0.0312043 | Time: 2645.46 ms
[2022-03-08 17:06:25 main:574] : INFO : Epoch 1817 | loss: 0.0312008 | val_loss: 0.0312044 | Time: 2503.03 ms
[2022-03-08 17:06:29 main:574] : INFO : Epoch 1818 | loss: 0.0312011 | val_loss: 0.0312034 | Time: 3299.53 ms
[2022-03-08 17:06:32 main:574] : INFO : Epoch 1819 | loss: 0.0312013 | val_loss: 0.0312045 | Time: 2971.29 ms
[2022-03-08 17:06:34 main:574] : INFO : Epoch 1820 | loss: 0.0312014 | val_loss: 0.031204 | Time: 2392.59 ms
[2022-03-08 17:06:36 main:574] : INFO : Epoch 1821 | loss: 0.0312008 | val_loss: 0.0312056 | Time: 2373.77 ms
[2022-03-08 17:06:39 main:574] : INFO : Epoch 1822 | loss: 0.031204 | val_loss: 0.0312034 | Time: 2375.7 ms
[2022-03-08 17:06:42 main:574] : INFO : Epoch 1823 | loss: 0.0312056 | val_loss: 0.0312132 | Time: 2886.84 ms
[2022-03-08 17:06:44 main:574] : INFO : Epoch 1824 | loss: 0.0312016 | val_loss: 0.0312027 | Time: 2471.44 ms
[2022-03-08 17:06:47 main:574] : INFO : Epoch 1825 | loss: 0.0312015 | val_loss: 0.031204 | Time: 2823.46 ms
[2022-03-08 17:06:50 main:574] : INFO : Epoch 1826 | loss: 0.0312023 | val_loss: 0.0312069 | Time: 2778.65 ms
[2022-03-08 17:06:53 main:574] : INFO : Epoch 1827 | loss: 0.0312011 | val_loss: 0.0312046 | Time: 3128.47 ms
[2022-03-08 17:06:57 main:574] : INFO : Epoch 1828 | loss: 0.031202 | val_loss: 0.0312039 | Time: 3262.1 ms
[2022-03-08 17:06:59 main:574] : INFO : Epoch 1829 | loss: 0.0312012 | val_loss: 0.031205 | Time: 2788.65 ms
[2022-03-08 17:07:02 main:574] : INFO : Epoch 1830 | loss: 0.031201 | val_loss: 0.031204 | Time: 2830.49 ms
[2022-03-08 17:07:05 main:574] : INFO : Epoch 1831 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 2669.76 ms
[2022-03-08 17:07:08 main:574] : INFO : Epoch 1832 | loss: 0.0312004 | val_loss: 0.0312059 | Time: 2654.16 ms
[2022-03-08 17:07:10 main:574] : INFO : Epoch 1833 | loss: 0.0312004 | val_loss: 0.0312051 | Time: 2501.92 ms
[2022-03-08 17:07:13 main:574] : INFO : Epoch 1834 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 3097.25 ms
[2022-03-08 17:07:16 main:574] : INFO : Epoch 1835 | loss: 0.031199 | val_loss: 0.0312034 | Time: 2501.84 ms
[2022-03-08 17:07:19 main:574] : INFO : Epoch 1836 | loss: 0.0311998 | val_loss: 0.0312042 | Time: 2810.03 ms
[2022-03-08 17:07:21 main:574] : INFO : Epoch 1837 | loss: 0.0312008 | val_loss: 0.0312036 | Time: 2389.05 ms
[2022-03-08 17:07:24 main:574] : INFO : Epoch 1838 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 2967.91 ms
[2022-03-08 17:07:27 main:574] : INFO : Epoch 1839 | loss: 0.0312001 | val_loss: 0.0312043 | Time: 3140.95 ms
[2022-03-08 17:07:30 main:574] : INFO : Epoch 1840 | loss: 0.031203 | val_loss: 0.0312047 | Time: 2549.61 ms
[2022-03-08 17:07:33 main:574] : INFO : Epoch 1841 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 2748.1 ms
[2022-03-08 17:07:35 main:574] : INFO : Epoch 1842 | loss: 0.0311999 | val_loss: 0.0312066 | Time: 2487.59 ms
[2022-03-08 17:07:38 main:574] : INFO : Epoch 1843 | loss: 0.0312001 | val_loss: 0.0312031 | Time: 2636.56 ms
[2022-03-08 17:07:41 main:574] : INFO : Epoch 1844 | loss: 0.0311996 | val_loss: 0.0312121 | Time: 2905.27 ms
[2022-03-08 17:07:44 main:574] : INFO : Epoch 1845 | loss: 0.031202 | val_loss: 0.0312083 | Time: 2940.12 ms
[2022-03-08 17:07:46 main:574] : INFO : Epoch 1846 | loss: 0.0311998 | val_loss: 0.0312041 | Time: 2523.38 ms
[2022-03-08 17:07:50 main:574] : INFO : Epoch 1847 | loss: 0.0312004 | val_loss: 0.0312033 | Time: 3315.34 ms
[2022-03-08 17:07:52 main:574] : INFO : Epoch 1848 | loss: 0.0311985 | val_loss: 0.0312033 | Time: 2676.1 ms
[2022-03-08 17:07:56 main:574] : INFO : Epoch 1849 | loss: 0.0311985 | val_loss: 0.0312029 | Time: 3284.46 ms
[2022-03-08 17:07:59 main:574] : INFO : Epoch 1850 | loss: 0.0312001 | val_loss: 0.0312061 | Time: 2710.39 ms
[2022-03-08 17:08:01 main:574] : INFO : Epoch 1851 | loss: 0.0311994 | val_loss: 0.0312035 | Time: 2826.11 ms
[2022-03-08 17:08:04 main:574] : INFO : Epoch 1852 | loss: 0.0312007 | val_loss: 0.0312047 | Time: 2499.4 ms
[2022-03-08 17:08:07 main:574] : INFO : Epoch 1853 | loss: 0.0311991 | val_loss: 0.0312038 | Time: 2383.48 ms
[2022-03-08 17:08:10 main:574] : INFO : Epoch 1854 | loss: 0.0311998 | val_loss: 0.0312034 | Time: 2998.04 ms
[2022-03-08 17:08:12 main:574] : INFO : Epoch 1855 | loss: 0.031199 | val_loss: 0.0312029 | Time: 2635.4 ms
[2022-03-08 17:08:15 main:574] : INFO : Epoch 1856 | loss: 0.0311991 | val_loss: 0.0312036 | Time: 2760.49 ms
[2022-03-08 17:08:19 main:574] : INFO : Epoch 1857 | loss: 0.0311995 | val_loss: 0.0312055 | Time: 3578.32 ms
[2022-03-08 17:08:22 main:574] : INFO : Epoch 1858 | loss: 0.0311988 | val_loss: 0.031208 | Time: 3413.55 ms
[2022-03-08 17:08:25 main:574] : INFO : Epoch 1859 | loss: 0.0311998 | val_loss: 0.0312051 | Time: 2820.62 ms
[2022-03-08 17:08:28 main:574] : INFO : Epoch 1860 | loss: 0.0311998 | val_loss: 0.0312078 | Time: 2541.59 ms
[2022-03-08 17:08:30 main:574] : INFO : Epoch 1861 | loss: 0.0311994 | val_loss: 0.0312072 | Time: 2427.33 ms
[2022-03-08 17:08:34 main:574] : INFO : Epoch 1862 | loss: 0.0312039 | val_loss: 0.0312062 | Time: 3292.25 ms
[2022-03-08 17:08:36 main:574] : INFO : Epoch 1863 | loss: 0.0311993 | val_loss: 0.0312029 | Time: 2357.88 ms
[2022-03-08 17:08:38 main:574] : INFO : Epoch 1864 | loss: 0.0311979 | val_loss: 0.0312033 | Time: 2353.98 ms
[2022-03-08 17:08:41 main:574] : INFO : Epoch 1865 | loss: 0.0311982 | val_loss: 0.0312043 | Time: 2484.18 ms
[2022-03-08 17:08:44 main:574] : INFO : Epoch 1866 | loss: 0.0311977 | val_loss: 0.0312039 | Time: 2802.23 ms
[2022-03-08 17:08:46 main:574] : INFO : Epoch 1867 | loss: 0.0312 | val_loss: 0.0312035 | Time: 2524.22 ms
[2022-03-08 17:08:49 main:574] : INFO : Epoch 1868 | loss: 0.0311995 | val_loss: 0.0312035 | Time: 2775.76 ms
[2022-03-08 17:08:52 main:574] : INFO : Epoch 1869 | loss: 0.0311987 | val_loss: 0.0312029 | Time: 2617.91 ms
[2022-03-08 17:08:54 main:574] : INFO : Epoch 1870 | loss: 0.0311996 | val_loss: 0.0312054 | Time: 2446.96 ms
[2022-03-08 17:08:57 main:574] : INFO : Epoch 1871 | loss: 0.0311984 | val_loss: 0.0312047 | Time: 2998.96 ms
[2022-03-08 17:09:00 main:574] : INFO : Epoch 1872 | loss: 0.0311978 | val_loss: 0.0312026 | Time: 3009.97 ms
[2022-03-08 17:09:03 main:574] : INFO : Epoch 1873 | loss: 0.0311992 | val_loss: 0.0312068 | Time: 2685.26 ms
[2022-03-08 17:09:06 main:574] : INFO : Epoch 1874 | loss: 0.0311994 | val_loss: 0.0312036 | Time: 2756.93 ms
[2022-03-08 17:09:09 main:574] : INFO : Epoch 1875 | loss: 0.0311994 | val_loss: 0.0312022 | Time: 2833.41 ms
[2022-03-08 17:09:12 main:574] : INFO : Epoch 1876 | loss: 0.0311988 | val_loss: 0.0312026 | Time: 3363.38 ms
[2022-03-08 17:09:15 main:574] : INFO : Epoch 1877 | loss: 0.0311991 | val_loss: 0.0312028 | Time: 2550.3 ms
[2022-03-08 17:09:17 main:574] : INFO : Epoch 1878 | loss: 0.0311976 | val_loss: 0.0312074 | Time: 2356.88 ms
[2022-03-08 17:09:19 main:574] : INFO : Epoch 1879 | loss: 0.0312005 | val_loss: 0.0312024 | Time: 2405.1 ms
[2022-03-08 17:09:22 main:574] : INFO : Epoch 1880 | loss: 0.0311983 | val_loss: 0.0312023 | Time: 2323.42 ms
[2022-03-08 17:09:24 main:574] : INFO : Epoch 1881 | loss: 0.0311989 | val_loss: 0.0312047 | Time: 2412.52 ms
[2022-03-08 17:09:27 main:574] : INFO : Epoch 1882 | loss: 0.0312002 | val_loss: 0.031203 | Time: 3067.31 ms
[2022-03-08 17:09:31 main:574] : INFO : Epoch 1883 | loss: 0.0311987 | val_loss: 0.0312014 | Time: 3289.14 ms
[2022-03-08 17:09:33 main:574] : INFO : Epoch 1884 | loss: 0.0311989 | val_loss: 0.0312027 | Time: 2639.29 ms
[2022-03-08 17:09:36 main:574] : INFO : Epoch 1885 | loss: 0.0311982 | val_loss: 0.0312025 | Time: 2323.67 ms
[2022-03-08 17:09:39 main:574] : INFO : Epoch 1886 | loss: 0.0311969 | val_loss: 0.0312029 | Time: 2746.2 ms
[2022-03-08 17:09:41 main:574] : INFO : Epoch 1887 | loss: 0.0311969 | val_loss: 0.0312016 | Time: 2698.16 ms
[2022-03-08 17:09:45 main:574] : INFO : Epoch 1888 | loss: 0.0311974 | val_loss: 0.0312033 | Time: 3687.46 ms
[2022-03-08 17:09:47 main:574] : INFO : Epoch 1889 | loss: 0.031201 | val_loss: 0.031206 | Time: 2377.6 ms
[2022-03-08 17:09:50 main:574] : INFO : Epoch 1890 | loss: 0.0312025 | val_loss: 0.0312025 | Time: 2364.75 ms
[2022-03-08 17:09:52 main:574] : INFO : Epoch 1891 | loss: 0.0311988 | val_loss: 0.0312052 | Time: 2344.01 ms
[2022-03-08 17:09:56 main:574] : INFO : Epoch 1892 | loss: 0.0311972 | val_loss: 0.0312024 | Time: 3164.01 ms
[2022-03-08 17:09:58 main:574] : INFO : Epoch 1893 | loss: 0.0311981 | val_loss: 0.0312037 | Time: 2358.28 ms
[2022-03-08 17:10:01 main:574] : INFO : Epoch 1894 | loss: 0.0311973 | val_loss: 0.0312039 | Time: 2863.22 ms
[2022-03-08 17:10:04 main:574] : INFO : Epoch 1895 | loss: 0.0311971 | val_loss: 0.0312016 | Time: 3055.23 ms
[2022-03-08 17:10:07 main:574] : INFO : Epoch 1896 | loss: 0.0311961 | val_loss: 0.0312009 | Time: 2522.73 ms
[2022-03-08 17:10:10 main:574] : INFO : Epoch 1897 | loss: 0.0311981 | val_loss: 0.0312027 | Time: 3234.32 ms
[2022-03-08 17:10:13 main:574] : INFO : Epoch 1898 | loss: 0.0311996 | val_loss: 0.0312019 | Time: 3456.67 ms
[2022-03-08 17:10:17 main:574] : INFO : Epoch 1899 | loss: 0.031197 | val_loss: 0.0312032 | Time: 4026.65 ms
[2022-03-08 17:10:20 main:574] : INFO : Epoch 1900 | loss: 0.0311984 | val_loss: 0.0312015 | Time: 2919.41 ms
[2022-03-08 17:10:23 main:574] : INFO : Epoch 1901 | loss: 0.0311977 | val_loss: 0.0312008 | Time: 2338.59 ms
[2022-03-08 17:10:25 main:574] : INFO : Epoch 1902 | loss: 0.0311986 | val_loss: 0.0312019 | Time: 2323.07 ms
[2022-03-08 17:10:27 main:574] : INFO : Epoch 1903 | loss: 0.0311985 | val_loss: 0.0312007 | Time: 2366.44 ms
[2022-03-08 17:10:30 main:574] : INFO : Epoch 1904 | loss: 0.0311978 | val_loss: 0.0312036 | Time: 2630.88 ms
[2022-03-08 17:10:33 main:574] : INFO : Epoch 1905 | loss: 0.0311979 | val_loss: 0.031201 | Time: 2377.9 ms
[2022-03-08 17:10:35 main:574] : INFO : Epoch 1906 | loss: 0.0311975 | val_loss: 0.0312024 | Time: 2379.55 ms
[2022-03-08 17:10:38 main:574] : INFO : Epoch 1907 | loss: 0.031197 | val_loss: 0.0312042 | Time: 2812.73 ms
[2022-03-08 17:10:41 main:574] : INFO : Epoch 1908 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 3551.97 ms
[2022-03-08 17:10:44 main:574] : INFO : Epoch 1909 | loss: 0.0311976 | val_loss: 0.0312042 | Time: 2864.77 ms
[2022-03-08 17:10:47 main:574] : INFO : Epoch 1910 | loss: 0.0311965 | val_loss: 0.031201 | Time: 2867.92 ms
[2022-03-08 17:10:50 main:574] : INFO : Epoch 1911 | loss: 0.0311965 | val_loss: 0.0312021 | Time: 2742.88 ms
[2022-03-08 17:10:53 main:574] : INFO : Epoch 1912 | loss: 0.0311963 | val_loss: 0.0312016 | Time: 2396.11 ms
[2022-03-08 17:10:56 main:574] : INFO : Epoch 1913 | loss: 0.0311966 | val_loss: 0.0312012 | Time: 3138.84 ms
[2022-03-08 17:11:00 main:574] : INFO : Epoch 1914 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 4503.46 ms
[2022-03-08 17:11:04 main:574] : INFO : Epoch 1915 | loss: 0.031197 | val_loss: 0.0312 | Time: 3654.8 ms
[2022-03-08 17:11:07 main:574] : INFO : Epoch 1916 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 2628.91 ms
[2022-03-08 17:11:09 main:574] : INFO : Epoch 1917 | loss: 0.0311965 | val_loss: 0.0312025 | Time: 2488.67 ms
[2022-03-08 17:11:12 main:574] : INFO : Epoch 1918 | loss: 0.0311965 | val_loss: 0.0312042 | Time: 2564.69 ms
[2022-03-08 17:11:15 main:574] : INFO : Epoch 1919 | loss: 0.0311956 | val_loss: 0.0312027 | Time: 2746.77 ms
[2022-03-08 17:11:18 main:574] : INFO : Epoch 1920 | loss: 0.0311962 | val_loss: 0.0312021 | Time: 3468.38 ms
[2022-03-08 17:11:20 main:574] : INFO : Epoch 1921 | loss: 0.0311987 | val_loss: 0.0312006 | Time: 2342.67 ms
[2022-03-08 17:11:23 main:574] : INFO : Epoch 1922 | loss: 0.0311977 | val_loss: 0.0312016 | Time: 2587.12 ms
[2022-03-08 17:11:26 main:574] : INFO : Epoch 1923 | loss: 0.0311972 | val_loss: 0.0312005 | Time: 2614.58 ms
[2022-03-08 17:11:28 main:574] : INFO : Epoch 1924 | loss: 0.0311968 | val_loss: 0.0312006 | Time: 2433.07 ms
[2022-03-08 17:11:31 main:574] : INFO : Epoch 1925 | loss: 0.0311971 | val_loss: 0.0312016 | Time: 2657.78 ms
[2022-03-08 17:11:34 main:574] : INFO : Epoch 1926 | loss: 0.0311969 | val_loss: 0.0311997 | Time: 2804.4 ms
[2022-03-08 17:11:36 main:574] : INFO : Epoch 1927 | loss: 0.0311965 | val_loss: 0.0311986 | Time: 2489.51 ms
[2022-03-08 17:11:39 main:574] : INFO : Epoch 1928 | loss: 0.0311968 | val_loss: 0.0311979 | Time: 2853.29 ms
[2022-03-08 17:11:42 main:574] : INFO : Epoch 1929 | loss: 0.031197 | val_loss: 0.0311991 | Time: 2840.48 ms
[2022-03-08 17:11:47 main:574] : INFO : Epoch 1930 | loss: 0.0311976 | val_loss: 0.0312005 | Time: 4597.88 ms
[2022-03-08 17:11:50 main:574] : INFO : Epoch 1931 | loss: 0.0311981 | val_loss: 0.0311975 | Time: 2900.95 ms
[2022-03-08 17:11:52 main:574] : INFO : Epoch 1932 | loss: 0.0311979 | val_loss: 0.0311976 | Time: 2608.88 ms
[2022-03-08 17:11:56 main:574] : INFO : Epoch 1933 | loss: 0.0311974 | val_loss: 0.0312052 | Time: 3276.77 ms
[2022-03-08 17:11:59 main:574] : INFO : Epoch 1934 | loss: 0.031198 | val_loss: 0.0311994 | Time: 2868.77 ms
[2022-03-08 17:12:01 main:574] : INFO : Epoch 1935 | loss: 0.0311952 | val_loss: 0.0311982 | Time: 2482.89 ms
[2022-03-08 17:12:05 main:574] : INFO : Epoch 1936 | loss: 0.0311938 | val_loss: 0.0311984 | Time: 3261.3 ms
[2022-03-08 17:12:07 main:574] : INFO : Epoch 1937 | loss: 0.0311951 | val_loss: 0.0311984 | Time: 2347.36 ms
[2022-03-08 17:12:10 main:574] : INFO : Epoch 1938 | loss: 0.0311935 | val_loss: 0.0311972 | Time: 2652.06 ms
[2022-03-08 17:12:12 main:574] : INFO : Epoch 1939 | loss: 0.0311936 | val_loss: 0.031199 | Time: 2455.36 ms
[2022-03-08 17:12:15 main:574] : INFO : Epoch 1940 | loss: 0.0311935 | val_loss: 0.0311976 | Time: 2511.62 ms
[2022-03-08 17:12:17 main:574] : INFO : Epoch 1941 | loss: 0.0311929 | val_loss: 0.0311966 | Time: 2366.59 ms
[2022-03-08 17:12:20 main:574] : INFO : Epoch 1942 | loss: 0.0311936 | val_loss: 0.0311979 | Time: 2375.63 ms
[2022-03-08 17:12:22 main:574] : INFO : Epoch 1943 | loss: 0.0311951 | val_loss: 0.0311968 | Time: 2347.3 ms
[2022-03-08 17:12:24 main:574] : INFO : Epoch 1944 | loss: 0.0311932 | val_loss: 0.0311989 | Time: 2333.33 ms
[2022-03-08 17:12:27 main:574] : INFO : Epoch 1945 | loss: 0.0311928 | val_loss: 0.0311981 | Time: 2376.8 ms
[2022-03-08 17:12:29 main:574] : INFO : Epoch 1946 | loss: 0.031194 | val_loss: 0.0311976 | Time: 2368.21 ms
[2022-03-08 17:12:32 main:574] : INFO : Epoch 1947 | loss: 0.0311927 | val_loss: 0.0311976 | Time: 2502.16 ms
[2022-03-08 17:12:34 main:574] : INFO : Epoch 1948 | loss: 0.0311941 | val_loss: 0.031198 | Time: 2323.87 ms
[2022-03-08 17:12:36 main:574] : INFO : Epoch 1949 | loss: 0.0311928 | val_loss: 0.0311966 | Time: 2272.47 ms
[2022-03-08 17:12:39 main:574] : INFO : Epoch 1950 | loss: 0.0311922 | val_loss: 0.0311981 | Time: 2681.64 ms
[2022-03-08 17:12:43 main:574] : INFO : Epoch 1951 | loss: 0.0311926 | val_loss: 0.0311957 | Time: 3402.05 ms
[2022-03-08 17:12:45 main:574] : INFO : Epoch 1952 | loss: 0.0311922 | val_loss: 0.0311991 | Time: 2359.57 ms
[2022-03-08 17:12:47 main:574] : INFO : Epoch 1953 | loss: 0.0311933 | val_loss: 0.0311993 | Time: 2329.07 ms
[2022-03-08 17:12:50 main:574] : INFO : Epoch 1954 | loss: 0.0311924 | val_loss: 0.0311968 | Time: 2560.41 ms
[2022-03-08 17:12:53 main:574] : INFO : Epoch 1955 | loss: 0.0311912 | val_loss: 0.0311954 | Time: 3300.21 ms
[2022-03-08 17:12:56 main:574] : INFO : Epoch 1956 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 2360.56 ms
[2022-03-08 17:12:58 main:574] : INFO : Epoch 1957 | loss: 0.0311924 | val_loss: 0.0311968 | Time: 2671.78 ms
[2022-03-08 17:13:02 main:574] : INFO : Epoch 1958 | loss: 0.0311939 | val_loss: 0.0311982 | Time: 3093.49 ms
[2022-03-08 17:13:04 main:574] : INFO : Epoch 1959 | loss: 0.0312 | val_loss: 0.0312043 | Time: 2719.06 ms
[2022-03-08 17:13:07 main:574] : INFO : Epoch 1960 | loss: 0.0311963 | val_loss: 0.0311968 | Time: 2757.18 ms
[2022-03-08 17:13:10 main:574] : INFO : Epoch 1961 | loss: 0.031194 | val_loss: 0.0312015 | Time: 2851.83 ms
[2022-03-08 17:13:13 main:574] : INFO : Epoch 1962 | loss: 0.0311944 | val_loss: 0.0311999 | Time: 2803 ms
[2022-03-08 17:13:16 main:574] : INFO : Epoch 1963 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 2782.76 ms
[2022-03-08 17:13:18 main:574] : INFO : Epoch 1964 | loss: 0.0311936 | val_loss: 0.0311969 | Time: 2559.1 ms
[2022-03-08 17:13:21 main:574] : INFO : Epoch 1965 | loss: 0.0311942 | val_loss: 0.0311977 | Time: 2947.47 ms
[2022-03-08 17:13:24 main:574] : INFO : Epoch 1966 | loss: 0.0311945 | val_loss: 0.0311982 | Time: 2339.08 ms
[2022-03-08 17:13:27 main:574] : INFO : Epoch 1967 | loss: 0.0311942 | val_loss: 0.0311984 | Time: 3522.18 ms
[2022-03-08 17:13:30 main:574] : INFO : Epoch 1968 | loss: 0.0311937 | val_loss: 0.0312014 | Time: 3119.72 ms
[2022-03-08 17:13:33 main:574] : INFO : Epoch 1969 | loss: 0.0311945 | val_loss: 0.0311954 | Time: 2358.96 ms
[2022-03-08 17:13:36 main:574] : INFO : Epoch 1970 | loss: 0.0311948 | val_loss: 0.0312014 | Time: 3246.76 ms
[2022-03-08 17:13:39 main:574] : INFO : Epoch 1971 | loss: 0.0312016 | val_loss: 0.0312051 | Time: 2495.38 ms
[2022-03-08 17:13:42 main:574] : INFO : Epoch 1972 | loss: 0.0312144 | val_loss: 0.031213 | Time: 3271.53 ms
[2022-03-08 17:13:44 main:574] : INFO : Epoch 1973 | loss: 0.0312164 | val_loss: 0.0312104 | Time: 2467.02 ms
[2022-03-08 17:13:47 main:574] : INFO : Epoch 1974 | loss: 0.0312134 | val_loss: 0.0312073 | Time: 2740.41 ms
[2022-03-08 17:13:50 main:574] : INFO : Epoch 1975 | loss: 0.0312118 | val_loss: 0.0312101 | Time: 2534.67 ms
[2022-03-08 17:13:53 main:574] : INFO : Epoch 1976 | loss: 0.031213 | val_loss: 0.0312093 | Time: 2683.55 ms
[2022-03-08 17:13:55 main:574] : INFO : Epoch 1977 | loss: 0.0312116 | val_loss: 0.031206 | Time: 2662.27 ms
[2022-03-08 17:13:58 main:574] : INFO : Epoch 1978 | loss: 0.031209 | val_loss: 0.0312052 | Time: 2640.95 ms
[2022-03-08 17:14:01 main:574] : INFO : Epoch 1979 | loss: 0.0312068 | val_loss: 0.0312046 | Time: 2779.22 ms
[2022-03-08 17:14:04 main:574] : INFO : Epoch 1980 | loss: 0.0312054 | val_loss: 0.0312027 | Time: 3123.42 ms
[2022-03-08 17:14:07 main:574] : INFO : Epoch 1981 | loss: 0.0312036 | val_loss: 0.031201 | Time: 3025.68 ms
[2022-03-08 17:14:10 main:574] : INFO : Epoch 1982 | loss: 0.0312041 | val_loss: 0.0312008 | Time: 2659.62 ms
[2022-03-08 17:14:12 main:574] : INFO : Epoch 1983 | loss: 0.0312004 | val_loss: 0.0311931 | Time: 2454.68 ms
[2022-03-08 17:14:15 main:574] : INFO : Epoch 1984 | loss: 0.0311956 | val_loss: 0.0311922 | Time: 2359.96 ms
[2022-03-08 17:14:17 main:574] : INFO : Epoch 1985 | loss: 0.0311939 | val_loss: 0.0311907 | Time: 2669.13 ms
[2022-03-08 17:14:20 main:574] : INFO : Epoch 1986 | loss: 0.0311973 | val_loss: 0.0311951 | Time: 2317.71 ms
[2022-03-08 17:14:22 main:574] : INFO : Epoch 1987 | loss: 0.0311954 | val_loss: 0.0311941 | Time: 2463.78 ms
[2022-03-08 17:14:25 main:574] : INFO : Epoch 1988 | loss: 0.0311944 | val_loss: 0.031195 | Time: 3028.03 ms
[2022-03-08 17:14:28 main:574] : INFO : Epoch 1989 | loss: 0.031195 | val_loss: 0.0311916 | Time: 2315.56 ms
[2022-03-08 17:14:30 main:574] : INFO : Epoch 1990 | loss: 0.0311925 | val_loss: 0.031191 | Time: 2560.66 ms
[2022-03-08 17:14:33 main:574] : INFO : Epoch 1991 | loss: 0.0311911 | val_loss: 0.0311905 | Time: 2360.53 ms
[2022-03-08 17:14:35 main:574] : INFO : Epoch 1992 | loss: 0.0311938 | val_loss: 0.0311901 | Time: 2353.52 ms
[2022-03-08 17:14:37 main:574] : INFO : Epoch 1993 | loss: 0.0311933 | val_loss: 0.0311929 | Time: 2522.38 ms
[2022-03-08 17:14:40 main:574] : INFO : Epoch 1994 | loss: 0.0311927 | val_loss: 0.0311909 | Time: 2462.23 ms
[2022-03-08 17:14:45 main:574] : INFO : Epoch 1995 | loss: 0.0311915 | val_loss: 0.0311886 | Time: 4529.71 ms
[2022-03-08 17:14:48 main:574] : INFO : Epoch 1996 | loss: 0.0311911 | val_loss: 0.0311906 | Time: 3418.55 ms
[2022-03-08 17:14:51 main:574] : INFO : Epoch 1997 | loss: 0.031191 | val_loss: 0.0311906 | Time: 3169.64 ms
[2022-03-08 17:14:54 main:574] : INFO : Epoch 1998 | loss: 0.0311902 | val_loss: 0.031191 | Time: 2545.43 ms
[2022-03-08 17:14:56 main:574] : INFO : Epoch 1999 | loss: 0.0311904 | val_loss: 0.0311888 | Time: 2362.88 ms
[2022-03-08 17:14:59 main:574] : INFO : Epoch 2000 | loss: 0.031192 | val_loss: 0.031195 | Time: 2451.05 ms
[2022-03-08 17:15:01 main:574] : INFO : Epoch 2001 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 2513.71 ms
[2022-03-08 17:15:04 main:574] : INFO : Epoch 2002 | loss: 0.031191 | val_loss: 0.0311895 | Time: 2365.25 ms
[2022-03-08 17:15:06 main:574] : INFO : Epoch 2003 | loss: 0.0311901 | val_loss: 0.0311924 | Time: 2355.59 ms
[2022-03-08 17:15:09 main:574] : INFO : Epoch 2004 | loss: 0.031194 | val_loss: 0.0311941 | Time: 2451.86 ms
[2022-03-08 17:15:11 main:574] : INFO : Epoch 2005 | loss: 0.0311928 | val_loss: 0.0311916 | Time: 2638.89 ms
[2022-03-08 17:15:14 main:574] : INFO : Epoch 2006 | loss: 0.0311918 | val_loss: 0.0311897 | Time: 2754.99 ms
[2022-03-08 17:15:17 main:574] : INFO : Epoch 2007 | loss: 0.0311915 | val_loss: 0.0311903 | Time: 3341.36 ms
[2022-03-08 17:15:20 main:574] : INFO : Epoch 2008 | loss: 0.0311909 | val_loss: 0.0311905 | Time: 2511.61 ms
[2022-03-08 17:15:22 main:574] : INFO : Epoch 2009 | loss: 0.0311918 | val_loss: 0.0311894 | Time: 2381.17 ms
[2022-03-08 17:15:25 main:574] : INFO : Epoch 2010 | loss: 0.0311929 | val_loss: 0.0311894 | Time: 2460.97 ms
[2022-03-08 17:15:28 main:574] : INFO : Epoch 2011 | loss: 0.031191 | val_loss: 0.0311891 | Time: 3542.97 ms
[2022-03-08 17:15:31 main:574] : INFO : Epoch 2012 | loss: 0.0311884 | val_loss: 0.0311874 | Time: 2397.44 ms
[2022-03-08 17:15:34 main:574] : INFO : Epoch 2013 | loss: 0.031188 | val_loss: 0.0311876 | Time: 2965.69 ms
[2022-03-08 17:15:37 main:574] : INFO : Epoch 2014 | loss: 0.0311875 | val_loss: 0.0311871 | Time: 2800.92 ms
[2022-03-08 17:15:39 main:574] : INFO : Epoch 2015 | loss: 0.0311879 | val_loss: 0.0311882 | Time: 2644 ms
[2022-03-08 17:15:42 main:574] : INFO : Epoch 2016 | loss: 0.0311867 | val_loss: 0.031187 | Time: 2569.52 ms
[2022-03-08 17:15:45 main:574] : INFO : Epoch 2017 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 2666.16 ms
[2022-03-08 17:15:47 main:574] : INFO : Epoch 2018 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 2538.07 ms
[2022-03-08 17:15:51 main:574] : INFO : Epoch 2019 | loss: 0.0311875 | val_loss: 0.0311887 | Time: 3199.77 ms
[2022-03-08 17:15:53 main:574] : INFO : Epoch 2020 | loss: 0.0311903 | val_loss: 0.0311991 | Time: 2667.8 ms
[2022-03-08 17:15:56 main:574] : INFO : Epoch 2021 | loss: 0.0311933 | val_loss: 0.0311886 | Time: 2347.04 ms
[2022-03-08 17:15:59 main:574] : INFO : Epoch 2022 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 3081.96 ms
[2022-03-08 17:16:01 main:574] : INFO : Epoch 2023 | loss: 0.0311897 | val_loss: 0.0311897 | Time: 2531.93 ms
[2022-03-08 17:16:04 main:574] : INFO : Epoch 2024 | loss: 0.0311876 | val_loss: 0.0311929 | Time: 2580.07 ms
[2022-03-08 17:16:07 main:574] : INFO : Epoch 2025 | loss: 0.0311885 | val_loss: 0.0311886 | Time: 2341.44 ms
[2022-03-08 17:16:09 main:574] : INFO : Epoch 2026 | loss: 0.0311868 | val_loss: 0.0311891 | Time: 2300.49 ms
[2022-03-08 17:16:11 main:574] : INFO : Epoch 2027 | loss: 0.0311881 | val_loss: 0.0311902 | Time: 2346.38 ms
[2022-03-08 17:16:14 main:574] : INFO : Epoch 2028 | loss: 0.0311871 | val_loss: 0.0311898 | Time: 2322.04 ms
[2022-03-08 17:16:17 main:574] : INFO : Epoch 2029 | loss: 0.0311857 | val_loss: 0.0311879 | Time: 3024.39 ms
[2022-03-08 17:16:20 main:574] : INFO : Epoch 2030 | loss: 0.0311895 | val_loss: 0.0311885 | Time: 2733.91 ms
[2022-03-08 17:16:22 main:574] : INFO : Epoch 2031 | loss: 0.0311894 | val_loss: 0.0311897 | Time: 2490.61 ms
[2022-03-08 17:16:25 main:574] : INFO : Epoch 2032 | loss: 0.0311863 | val_loss: 0.0311896 | Time: 2456.84 ms
[2022-03-08 17:16:27 main:574] : INFO : Epoch 2033 | loss: 0.031187 | val_loss: 0.0311934 | Time: 2378.34 ms
[2022-03-08 17:16:29 main:574] : INFO : Epoch 2034 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 2390.79 ms
[2022-03-08 17:16:32 main:574] : INFO : Epoch 2035 | loss: 0.0311854 | val_loss: 0.03119 | Time: 2371.72 ms
[2022-03-08 17:16:34 main:574] : INFO : Epoch 2036 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 2448.36 ms
[2022-03-08 17:16:37 main:574] : INFO : Epoch 2037 | loss: 0.031186 | val_loss: 0.031193 | Time: 2718.42 ms
[2022-03-08 17:16:40 main:574] : INFO : Epoch 2038 | loss: 0.0311903 | val_loss: 0.0311878 | Time: 2817.38 ms
[2022-03-08 17:16:43 main:574] : INFO : Epoch 2039 | loss: 0.031187 | val_loss: 0.031189 | Time: 2758.96 ms
[2022-03-08 17:16:45 main:574] : INFO : Epoch 2040 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 2627.39 ms
[2022-03-08 17:16:48 main:574] : INFO : Epoch 2041 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 2875.95 ms
[2022-03-08 17:16:52 main:574] : INFO : Epoch 2042 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 3319.88 ms
[2022-03-08 17:16:55 main:574] : INFO : Epoch 2043 | loss: 0.0311852 | val_loss: 0.0311869 | Time: 2853.47 ms
[2022-03-08 17:16:57 main:574] : INFO : Epoch 2044 | loss: 0.0311852 | val_loss: 0.0311878 | Time: 2453.3 ms
[2022-03-08 17:17:00 main:574] : INFO : Epoch 2045 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 2400.47 ms
[2022-03-08 17:17:02 main:574] : INFO : Epoch 2046 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 2825.85 ms
[2022-03-08 17:17:05 main:574] : INFO : Epoch 2047 | loss: 0.0311864 | val_loss: 0.0311874 | Time: 2686.81 ms
[2022-03-08 17:17:08 main:574] : INFO : Epoch 2048 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 2461.99 ms
[2022-03-08 17:17:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311859
[2022-03-08 17:17:08 main:603] : INFO : Saving end state to config to file
[2022-03-08 17:17:08 main:608] : INFO : Success, exiting..
17:17:08 (22072): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)