Task 13663200
| Name | ParityModified-1645997960-7298-3-0_0 |
| Workunit | 10755540 |
| Created | 23 Mar 2022, 13:30:42 UTC |
| Sent | 31 Mar 2022, 9:56:17 UTC |
| Report deadline | 8 Apr 2022, 9:56:17 UTC |
| Received | 31 Mar 2022, 13:46:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21043 |
| Run time | 2 hours 48 min |
| CPU time | 2 hours 28 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,104.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.88 GB |
| Peak swap size | 4.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310557 | val_loss: 0.0312094 | Time: 3229.07 ms
[2022-03-31 14:16:30 main:574] : INFO : Epoch 1543 | loss: 0.0310608 | val_loss: 0.0312258 | Time: 3427.42 ms
[2022-03-31 14:16:34 main:574] : INFO : Epoch 1544 | loss: 0.031063 | val_loss: 0.0312225 | Time: 3199.7 ms
[2022-03-31 14:16:37 main:574] : INFO : Epoch 1545 | loss: 0.0310593 | val_loss: 0.0312255 | Time: 3527.75 ms
[2022-03-31 14:16:41 main:574] : INFO : Epoch 1546 | loss: 0.0310572 | val_loss: 0.0312307 | Time: 3739.97 ms
[2022-03-31 14:16:45 main:574] : INFO : Epoch 1547 | loss: 0.0310584 | val_loss: 0.031205 | Time: 3725.93 ms
[2022-03-31 14:16:48 main:574] : INFO : Epoch 1548 | loss: 0.0310712 | val_loss: 0.0312033 | Time: 3634.8 ms
[2022-03-31 14:16:52 main:574] : INFO : Epoch 1549 | loss: 0.0310701 | val_loss: 0.0312109 | Time: 3647.03 ms
[2022-03-31 14:16:56 main:574] : INFO : Epoch 1550 | loss: 0.0310678 | val_loss: 0.0312197 | Time: 3770.89 ms
[2022-03-31 14:16:59 main:574] : INFO : Epoch 1551 | loss: 0.0310623 | val_loss: 0.0312225 | Time: 3576.18 ms
[2022-03-31 14:17:02 main:574] : INFO : Epoch 1552 | loss: 0.0310675 | val_loss: 0.0312311 | Time: 3249.56 ms
[2022-03-31 14:17:06 main:574] : INFO : Epoch 1553 | loss: 0.0310566 | val_loss: 0.0312221 | Time: 3227.39 ms
[2022-03-31 14:17:09 main:574] : INFO : Epoch 1554 | loss: 0.03106 | val_loss: 0.0312173 | Time: 3212.28 ms
[2022-03-31 14:17:12 main:574] : INFO : Epoch 1555 | loss: 0.0310613 | val_loss: 0.0312226 | Time: 3553.19 ms
[2022-03-31 14:17:17 main:574] : INFO : Epoch 1556 | loss: 0.0310679 | val_loss: 0.0312114 | Time: 4153.78 ms
[2022-03-31 14:17:21 main:574] : INFO : Epoch 1557 | loss: 0.0310681 | val_loss: 0.0312125 | Time: 4081.23 ms
[2022-03-31 14:17:25 main:574] : INFO : Epoch 1558 | loss: 0.0310564 | val_loss: 0.0312274 | Time: 3972.73 ms
[2022-03-31 14:17:28 main:574] : INFO : Epoch 1559 | loss: 0.0310489 | val_loss: 0.0312216 | Time: 3309.73 ms
[2022-03-31 14:17:31 main:574] : INFO : Epoch 1560 | loss: 0.0310491 | val_loss: 0.0312186 | Time: 3288.53 ms
[2022-03-31 14:17:35 main:574] : INFO : Epoch 1561 | loss: 0.0310481 | val_loss: 0.0312335 | Time: 3614.98 ms
[2022-03-31 14:17:38 main:574] : INFO : Epoch 1562 | loss: 0.0310498 | val_loss: 0.0312115 | Time: 3542.84 ms
[2022-03-31 14:17:42 main:574] : INFO : Epoch 1563 | loss: 0.0310647 | val_loss: 0.0311924 | Time: 3587 ms
[2022-03-31 14:17:45 main:574] : INFO : Epoch 1564 | loss: 0.0310926 | val_loss: 0.031203 | Time: 3319.97 ms
[2022-03-31 14:17:49 main:574] : INFO : Epoch 1565 | loss: 0.0310899 | val_loss: 0.0312093 | Time: 3656.83 ms
[2022-03-31 14:17:52 main:574] : INFO : Epoch 1566 | loss: 0.0310893 | val_loss: 0.0312179 | Time: 3459.99 ms
[2022-03-31 14:17:56 main:574] : INFO : Epoch 1567 | loss: 0.0310781 | val_loss: 0.0312144 | Time: 3315.7 ms
[2022-03-31 14:17:59 main:574] : INFO : Epoch 1568 | loss: 0.0310894 | val_loss: 0.031184 | Time: 3632.5 ms
[2022-03-31 14:18:03 main:574] : INFO : Epoch 1569 | loss: 0.0311071 | val_loss: 0.03118 | Time: 3645.68 ms
[2022-03-31 14:18:07 main:574] : INFO : Epoch 1570 | loss: 0.0311002 | val_loss: 0.0311921 | Time: 3565.82 ms
[2022-03-31 14:18:10 main:574] : INFO : Epoch 1571 | loss: 0.0310922 | val_loss: 0.0311963 | Time: 3849.6 ms
[2022-03-31 14:18:14 main:574] : INFO : Epoch 1572 | loss: 0.0310837 | val_loss: 0.0311956 | Time: 3647.64 ms
[2022-03-31 14:18:18 main:574] : INFO : Epoch 1573 | loss: 0.0310936 | val_loss: 0.0311856 | Time: 3478.5 ms
[2022-03-31 14:18:21 main:574] : INFO : Epoch 1574 | loss: 0.0310917 | val_loss: 0.0311975 | Time: 3335.53 ms
[2022-03-31 14:18:25 main:574] : INFO : Epoch 1575 | loss: 0.031086 | val_loss: 0.0312028 | Time: 3596.89 ms
[2022-03-31 14:18:28 main:574] : INFO : Epoch 1576 | loss: 0.0310809 | val_loss: 0.0312219 | Time: 3692.81 ms
[2022-03-31 14:18:33 main:574] : INFO : Epoch 1577 | loss: 0.0310698 | val_loss: 0.0312089 | Time: 4289.7 ms
[2022-03-31 14:18:37 main:574] : INFO : Epoch 1578 | loss: 0.0310682 | val_loss: 0.0312187 | Time: 4222.39 ms
[2022-03-31 14:18:41 main:574] : INFO : Epoch 1579 | loss: 0.0310647 | val_loss: 0.0312145 | Time: 4011.73 ms
[2022-03-31 14:18:44 main:574] : INFO : Epoch 1580 | loss: 0.0310592 | val_loss: 0.0312292 | Time: 3302.16 ms
[2022-03-31 14:18:47 main:574] : INFO : Epoch 1581 | loss: 0.0310538 | val_loss: 0.0312102 | Time: 3250.4 ms
[2022-03-31 14:18:51 main:574] : INFO : Epoch 1582 | loss: 0.0310509 | val_loss: 0.0312213 | Time: 3362.02 ms
[2022-03-31 14:18:54 main:574] : INFO : Epoch 1583 | loss: 0.0310524 | val_loss: 0.0312294 | Time: 3640.29 ms
[2022-03-31 14:18:58 main:574] : INFO : Epoch 1584 | loss: 0.0310517 | val_loss: 0.03121 | Time: 3878.75 ms
[2022-03-31 14:19:02 main:574] : INFO : Epoch 1585 | loss: 0.031056 | val_loss: 0.0312333 | Time: 3690.84 ms
[2022-03-31 14:19:05 main:574] : INFO : Epoch 1586 | loss: 0.0310541 | val_loss: 0.0312169 | Time: 3517.14 ms
[2022-03-31 14:19:09 main:574] : INFO : Epoch 1587 | loss: 0.0310571 | val_loss: 0.0312095 | Time: 3408.98 ms
[2022-03-31 14:19:13 main:574] : INFO : Epoch 1588 | loss: 0.0310943 | val_loss: 0.0311886 | Time: 3694.22 ms
[2022-03-31 14:19:16 main:574] : INFO : Epoch 1589 | loss: 0.0311074 | val_loss: 0.0311934 | Time: 3329.35 ms
[2022-03-31 14:19:19 main:574] : INFO : Epoch 1590 | loss: 0.0311078 | val_loss: 0.0311903 | Time: 3498.55 ms
[2022-03-31 14:19:23 main:574] : INFO : Epoch 1591 | loss: 0.0311001 | val_loss: 0.0311881 | Time: 3547.59 ms
[2022-03-31 14:19:26 main:574] : INFO : Epoch 1592 | loss: 0.0310907 | val_loss: 0.0312033 | Time: 3363.47 ms
[2022-03-31 14:19:30 main:574] : INFO : Epoch 1593 | loss: 0.0310817 | val_loss: 0.0312057 | Time: 3271.25 ms
[2022-03-31 14:19:33 main:574] : INFO : Epoch 1594 | loss: 0.0310862 | val_loss: 0.0312025 | Time: 3307.56 ms
[2022-03-31 14:19:36 main:574] : INFO : Epoch 1595 | loss: 0.0311003 | val_loss: 0.0311993 | Time: 3251.64 ms
[2022-03-31 14:19:39 main:574] : INFO : Epoch 1596 | loss: 0.0310839 | val_loss: 0.0312146 | Time: 3191.27 ms
[2022-03-31 14:19:43 main:574] : INFO : Epoch 1597 | loss: 0.0310763 | val_loss: 0.031205 | Time: 3206.89 ms
[2022-03-31 14:19:46 main:574] : INFO : Epoch 1598 | loss: 0.0310705 | val_loss: 0.0312088 | Time: 3664.6 ms
[2022-03-31 14:19:50 main:574] : INFO : Epoch 1599 | loss: 0.0310636 | val_loss: 0.0312199 | Time: 3797.37 ms
[2022-03-31 14:19:54 main:574] : INFO : Epoch 1600 | loss: 0.0310616 | val_loss: 0.031214 | Time: 3551.27 ms
[2022-03-31 14:19:57 main:574] : INFO : Epoch 1601 | loss: 0.031065 | val_loss: 0.0312158 | Time: 3313.72 ms
[2022-03-31 14:20:00 main:574] : INFO : Epoch 1602 | loss: 0.0310738 | val_loss: 0.0312201 | Time: 3143.15 ms
[2022-03-31 14:20:03 main:574] : INFO : Epoch 1603 | loss: 0.0310679 | val_loss: 0.0312245 | Time: 3154.98 ms
[2022-03-31 14:20:06 main:574] : INFO : Epoch 1604 | loss: 0.0310667 | val_loss: 0.0312284 | Time: 3243.55 ms
[2022-03-31 14:20:10 main:574] : INFO : Epoch 1605 | loss: 0.0310626 | val_loss: 0.0312177 | Time: 3438.24 ms
[2022-03-31 14:20:13 main:574] : INFO : Epoch 1606 | loss: 0.0310627 | val_loss: 0.0312214 | Time: 3296.2 ms
[2022-03-31 14:20:17 main:574] : INFO : Epoch 1607 | loss: 0.0310596 | val_loss: 0.0312257 | Time: 3542.15 ms
[2022-03-31 14:20:20 main:574] : INFO : Epoch 1608 | loss: 0.0310538 | val_loss: 0.0312374 | Time: 3349.69 ms
[2022-03-31 14:20:23 main:574] : INFO : Epoch 1609 | loss: 0.031055 | val_loss: 0.0312338 | Time: 3371.8 ms
[2022-03-31 14:20:27 main:574] : INFO : Epoch 1610 | loss: 0.0310543 | val_loss: 0.031219 | Time: 3478.14 ms
[2022-03-31 14:20:30 main:574] : INFO : Epoch 1611 | loss: 0.0310558 | val_loss: 0.0312167 | Time: 3364.49 ms
[2022-03-31 14:20:34 main:574] : INFO : Epoch 1612 | loss: 0.0310613 | val_loss: 0.0312097 | Time: 3253.83 ms
[2022-03-31 14:20:37 main:574] : INFO : Epoch 1613 | loss: 0.0310677 | val_loss: 0.0312148 | Time: 3676.89 ms
[2022-03-31 14:20:41 main:574] : INFO : Epoch 1614 | loss: 0.0310729 | val_loss: 0.031218 | Time: 3502.3 ms
[2022-03-31 14:20:44 main:574] : INFO : Epoch 1615 | loss: 0.0310647 | val_loss: 0.0312096 | Time: 3540.28 ms
[2022-03-31 14:20:48 main:574] : INFO : Epoch 1616 | loss: 0.0310569 | val_loss: 0.0312316 | Time: 3449.67 ms
[2022-03-31 14:20:51 main:574] : INFO : Epoch 1617 | loss: 0.0310505 | val_loss: 0.031225 | Time: 3177.77 ms
[2022-03-31 14:20:54 main:574] : INFO : Epoch 1618 | loss: 0.0310487 | val_loss: 0.0312287 | Time: 3237.9 ms
[2022-03-31 14:20:57 main:574] : INFO : Epoch 1619 | loss: 0.0310522 | val_loss: 0.0312122 | Time: 3184.62 ms
[2022-03-31 14:21:01 main:574] : INFO : Epoch 1620 | loss: 0.0310491 | val_loss: 0.0312325 | Time: 3619.4 ms
[2022-03-31 14:21:04 main:574] : INFO : Epoch 1621 | loss: 0.0310456 | val_loss: 0.0312363 | Time: 3510.18 ms
[2022-03-31 14:21:08 main:574] : INFO : Epoch 1622 | loss: 0.0310454 | val_loss: 0.0312072 | Time: 3567.35 ms
[2022-03-31 14:21:11 main:574] : INFO : Epoch 1623 | loss: 0.0310518 | val_loss: 0.031223 | Time: 3249.33 ms
[2022-03-31 14:21:15 main:574] : INFO : Epoch 1624 | loss: 0.0310467 | val_loss: 0.0312232 | Time: 3376.11 ms
[2022-03-31 14:21:18 main:574] : INFO : Epoch 1625 | loss: 0.0310458 | val_loss: 0.0312305 | Time: 3276.92 ms
[2022-03-31 14:21:21 main:574] : INFO : Epoch 1626 | loss: 0.031055 | val_loss: 0.0312369 | Time: 3359.69 ms
[2022-03-31 14:21:25 main:574] : INFO : Epoch 1627 | loss: 0.0310696 | val_loss: 0.0312514 | Time: 3546.58 ms
[2022-03-31 14:21:28 main:574] : INFO : Epoch 1628 | loss: 0.0316695 | val_loss: 0.0317257 | Time: 3283.71 ms
[2022-03-31 14:21:32 main:574] : INFO : Epoch 1629 | loss: 0.0364827 | val_loss: 0.031949 | Time: 3470.64 ms
[2022-03-31 14:21:35 main:574] : INFO : Epoch 1630 | loss: 0.0334876 | val_loss: 0.0313792 | Time: 3387.82 ms
[2022-03-31 14:21:38 main:574] : INFO : Epoch 1631 | loss: 0.0314013 | val_loss: 0.0312979 | Time: 3524.77 ms
[2022-03-31 14:21:42 main:574] : INFO : Epoch 1632 | loss: 0.0312615 | val_loss: 0.03123 | Time: 3377.55 ms
[2022-03-31 14:21:45 main:574] : INFO : Epoch 1633 | loss: 0.0312224 | val_loss: 0.0312136 | Time: 3425.38 ms
[2022-03-31 14:21:49 main:574] : INFO : Epoch 1634 | loss: 0.0312077 | val_loss: 0.0312005 | Time: 3593.69 ms
[2022-03-31 14:21:52 main:574] : INFO : Epoch 1635 | loss: 0.0311953 | val_loss: 0.0311905 | Time: 3392 ms
[2022-03-31 14:21:56 main:574] : INFO : Epoch 1636 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 3383.26 ms
[2022-03-31 14:21:59 main:574] : INFO : Epoch 1637 | loss: 0.0311679 | val_loss: 0.0311702 | Time: 3597.25 ms
[2022-03-31 14:22:02 main:574] : INFO : Epoch 1638 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 3192.55 ms
[2022-03-31 14:22:06 main:574] : INFO : Epoch 1639 | loss: 0.0311513 | val_loss: 0.031166 | Time: 3203.09 ms
[2022-03-31 14:22:09 main:574] : INFO : Epoch 1640 | loss: 0.0311468 | val_loss: 0.0311699 | Time: 3346.74 ms
[2022-03-31 14:22:12 main:574] : INFO : Epoch 1641 | loss: 0.0311425 | val_loss: 0.0311651 | Time: 3420.16 ms
[2022-03-31 14:22:16 main:574] : INFO : Epoch 1642 | loss: 0.0311385 | val_loss: 0.0311651 | Time: 3752.68 ms
[2022-03-31 14:22:20 main:574] : INFO : Epoch 1643 | loss: 0.0311366 | val_loss: 0.031168 | Time: 3911 ms
[2022-03-31 14:22:24 main:574] : INFO : Epoch 1644 | loss: 0.0311335 | val_loss: 0.0311664 | Time: 3480.37 ms
[2022-03-31 14:22:27 main:574] : INFO : Epoch 1645 | loss: 0.0311323 | val_loss: 0.0311679 | Time: 3309.75 ms
[2022-03-31 14:22:30 main:574] : INFO : Epoch 1646 | loss: 0.0311309 | val_loss: 0.0311689 | Time: 3233.08 ms
[2022-03-31 14:22:33 main:574] : INFO : Epoch 1647 | loss: 0.0311293 | val_loss: 0.0311687 | Time: 3240.99 ms
[2022-03-31 14:22:37 main:574] : INFO : Epoch 1648 | loss: 0.0311299 | val_loss: 0.031169 | Time: 3639.9 ms
[2022-03-31 14:22:40 main:574] : INFO : Epoch 1649 | loss: 0.031126 | val_loss: 0.0311701 | Time: 3382.59 ms
[2022-03-31 14:22:44 main:574] : INFO : Epoch 1650 | loss: 0.0311258 | val_loss: 0.031175 | Time: 3338.65 ms
[2022-03-31 14:22:47 main:574] : INFO : Epoch 1651 | loss: 0.0311246 | val_loss: 0.0311688 | Time: 3193.03 ms
[2022-03-31 14:22:50 main:574] : INFO : Epoch 1652 | loss: 0.0311221 | val_loss: 0.0311686 | Time: 3159.13 ms
[2022-03-31 14:22:54 main:574] : INFO : Epoch 1653 | loss: 0.0311213 | val_loss: 0.0311689 | Time: 3635.17 ms
[2022-03-31 14:22:58 main:574] : INFO : Epoch 1654 | loss: 0.031121 | val_loss: 0.0311719 | Time: 3954.45 ms
[2022-03-31 14:23:01 main:574] : INFO : Epoch 1655 | loss: 0.0311188 | val_loss: 0.0311752 | Time: 3712.95 ms
[2022-03-31 14:23:05 main:574] : INFO : Epoch 1656 | loss: 0.0311197 | val_loss: 0.0311713 | Time: 3807.33 ms
[2022-03-31 14:23:09 main:574] : INFO : Epoch 1657 | loss: 0.0311176 | val_loss: 0.0311715 | Time: 3699.74 ms
[2022-03-31 14:23:13 main:574] : INFO : Epoch 1658 | loss: 0.0311159 | val_loss: 0.0311725 | Time: 4454.03 ms
[2022-03-31 14:23:17 main:574] : INFO : Epoch 1659 | loss: 0.031115 | val_loss: 0.0311791 | Time: 3803.81 ms
[2022-03-31 14:23:20 main:574] : INFO : Epoch 1660 | loss: 0.0311146 | val_loss: 0.0311791 | Time: 3220.15 ms
[2022-03-31 14:23:23 main:574] : INFO : Epoch 1661 | loss: 0.0311105 | val_loss: 0.0311755 | Time: 3031.86 ms
[2022-03-31 14:23:27 main:574] : INFO : Epoch 1662 | loss: 0.0311108 | val_loss: 0.0311772 | Time: 4065.08 ms
[2022-03-31 14:23:31 main:574] : INFO : Epoch 1663 | loss: 0.0311117 | val_loss: 0.0311782 | Time: 3549.91 ms
[2022-03-31 14:23:35 main:574] : INFO : Epoch 1664 | loss: 0.0311118 | val_loss: 0.0311799 | Time: 3913.34 ms
[2022-03-31 14:23:38 main:574] : INFO : Epoch 1665 | loss: 0.0311094 | val_loss: 0.0311815 | Time: 3411.72 ms
[2022-03-31 14:23:42 main:574] : INFO : Epoch 1666 | loss: 0.0311081 | val_loss: 0.0311827 | Time: 3368.98 ms
[2022-03-31 14:23:45 main:574] : INFO : Epoch 1667 | loss: 0.0311067 | val_loss: 0.0311832 | Time: 3307.52 ms
[2022-03-31 14:23:48 main:574] : INFO : Epoch 1668 | loss: 0.0311067 | val_loss: 0.0311822 | Time: 3248.71 ms
[2022-03-31 14:23:52 main:574] : INFO : Epoch 1669 | loss: 0.0311037 | val_loss: 0.0311833 | Time: 3387.1 ms
[2022-03-31 14:23:55 main:574] : INFO : Epoch 1670 | loss: 0.0311031 | val_loss: 0.0311849 | Time: 3312.04 ms
[2022-03-31 14:23:58 main:574] : INFO : Epoch 1671 | loss: 0.0311022 | val_loss: 0.0311858 | Time: 3211.85 ms
[2022-03-31 14:24:02 main:574] : INFO : Epoch 1672 | loss: 0.0311019 | val_loss: 0.0311893 | Time: 3512.2 ms
[2022-03-31 14:24:05 main:574] : INFO : Epoch 1673 | loss: 0.031098 | val_loss: 0.0311849 | Time: 3358.62 ms
[2022-03-31 14:24:09 main:574] : INFO : Epoch 1674 | loss: 0.0310993 | val_loss: 0.0311864 | Time: 4057.72 ms
[2022-03-31 14:24:13 main:574] : INFO : Epoch 1675 | loss: 0.0310993 | val_loss: 0.0311901 | Time: 3518.06 ms
[2022-03-31 14:24:16 main:574] : INFO : Epoch 1676 | loss: 0.0310988 | val_loss: 0.0311932 | Time: 3488.55 ms
[2022-03-31 14:24:20 main:574] : INFO : Epoch 1677 | loss: 0.0310974 | val_loss: 0.0312014 | Time: 3479.33 ms
[2022-03-31 14:24:23 main:574] : INFO : Epoch 1678 | loss: 0.0310978 | val_loss: 0.0311885 | Time: 3367.71 ms
[2022-03-31 14:24:27 main:574] : INFO : Epoch 1679 | loss: 0.0310962 | val_loss: 0.031202 | Time: 3985.7 ms
[2022-03-31 14:24:30 main:574] : INFO : Epoch 1680 | loss: 0.0310966 | val_loss: 0.0312021 | Time: 3261.77 ms
[2022-03-31 14:24:33 main:574] : INFO : Epoch 1681 | loss: 0.0310929 | val_loss: 0.0311946 | Time: 3122.27 ms
[2022-03-31 14:24:37 main:574] : INFO : Epoch 1682 | loss: 0.0311063 | val_loss: 0.0311832 | Time: 3187.48 ms
[2022-03-31 14:24:40 main:574] : INFO : Epoch 1683 | loss: 0.0311006 | val_loss: 0.03121 | Time: 3376.05 ms
[2022-03-31 14:24:44 main:574] : INFO : Epoch 1684 | loss: 0.0311192 | val_loss: 0.0311909 | Time: 3619.07 ms
[2022-03-31 14:24:48 main:574] : INFO : Epoch 1685 | loss: 0.0311097 | val_loss: 0.0311983 | Time: 3992.21 ms
[2022-03-31 14:24:51 main:574] : INFO : Epoch 1686 | loss: 0.0310992 | val_loss: 0.0311989 | Time: 3338.93 ms
[2022-03-31 14:24:54 main:574] : INFO : Epoch 1687 | loss: 0.0310925 | val_loss: 0.0312007 | Time: 3241.25 ms
[2022-03-31 14:24:57 main:574] : INFO : Epoch 1688 | loss: 0.0310886 | val_loss: 0.0311835 | Time: 3226.26 ms
[2022-03-31 14:25:01 main:574] : INFO : Epoch 1689 | loss: 0.0310891 | val_loss: 0.0311956 | Time: 3329.7 ms
[2022-03-31 14:25:04 main:574] : INFO : Epoch 1690 | loss: 0.0310857 | val_loss: 0.0312002 | Time: 3369.7 ms
[2022-03-31 14:25:07 main:574] : INFO : Epoch 1691 | loss: 0.0310865 | val_loss: 0.031197 | Time: 3301.14 ms
[2022-03-31 14:25:11 main:574] : INFO : Epoch 1692 | loss: 0.031083 | val_loss: 0.0312032 | Time: 3564.38 ms
[2022-03-31 14:25:14 main:574] : INFO : Epoch 1693 | loss: 0.0310778 | val_loss: 0.0312092 | Time: 3306.21 ms
[2022-03-31 14:25:18 main:574] : INFO : Epoch 1694 | loss: 0.0310778 | val_loss: 0.0311945 | Time: 3640.51 ms
[2022-03-31 14:25:21 main:574] : INFO : Epoch 1695 | loss: 0.0310779 | val_loss: 0.0311906 | Time: 3451.72 ms
[2022-03-31 14:25:25 main:574] : INFO : Epoch 1696 | loss: 0.0310767 | val_loss: 0.0312098 | Time: 3441.57 ms
[2022-03-31 14:25:28 main:574] : INFO : Epoch 1697 | loss: 0.0310789 | val_loss: 0.031204 | Time: 3372.87 ms
[2022-03-31 14:25:31 main:574] : INFO : Epoch 1698 | loss: 0.0310796 | val_loss: 0.0312255 | Time: 3283.76 ms
[2022-03-31 14:25:35 main:574] : INFO : Epoch 1699 | loss: 0.0310746 | val_loss: 0.0311996 | Time: 3353.36 ms
[2022-03-31 14:25:38 main:574] : INFO : Epoch 1700 | loss: 0.0310737 | val_loss: 0.03122 | Time: 3626.09 ms
[2022-03-31 14:25:42 main:574] : INFO : Epoch 1701 | loss: 0.0310828 | val_loss: 0.0312039 | Time: 3439.58 ms
[2022-03-31 14:25:45 main:574] : INFO : Epoch 1702 | loss: 0.0310756 | val_loss: 0.0312124 | Time: 3287.3 ms
[2022-03-31 14:25:48 main:574] : INFO : Epoch 1703 | loss: 0.0311016 | val_loss: 0.0311739 | Time: 3241.01 ms
[2022-03-31 14:25:52 main:574] : INFO : Epoch 1704 | loss: 0.0311184 | val_loss: 0.0311882 | Time: 3220.95 ms
[2022-03-31 14:25:55 main:574] : INFO : Epoch 1705 | loss: 0.0311003 | val_loss: 0.0311888 | Time: 3706.81 ms
[2022-03-31 14:25:59 main:574] : INFO : Epoch 1706 | loss: 0.0310874 | val_loss: 0.0312 | Time: 3719.07 ms
[2022-03-31 14:26:03 main:574] : INFO : Epoch 1707 | loss: 0.0310826 | val_loss: 0.0311979 | Time: 3517.18 ms
[2022-03-31 14:26:06 main:574] : INFO : Epoch 1708 | loss: 0.0310792 | val_loss: 0.031199 | Time: 3324.35 ms
[2022-03-31 14:26:09 main:574] : INFO : Epoch 1709 | loss: 0.0310808 | val_loss: 0.0311998 | Time: 3483.03 ms
[2022-03-31 14:26:13 main:574] : INFO : Epoch 1710 | loss: 0.0310762 | val_loss: 0.0312037 | Time: 3331.03 ms
[2022-03-31 14:26:16 main:574] : INFO : Epoch 1711 | loss: 0.0310682 | val_loss: 0.0312125 | Time: 3463.59 ms
[2022-03-31 14:26:20 main:574] : INFO : Epoch 1712 | loss: 0.0310705 | val_loss: 0.0312118 | Time: 3601.47 ms
[2022-03-31 14:26:23 main:574] : INFO : Epoch 1713 | loss: 0.0310715 | val_loss: 0.031208 | Time: 3595.09 ms
[2022-03-31 14:26:27 main:574] : INFO : Epoch 1714 | loss: 0.0310749 | val_loss: 0.0312075 | Time: 3444.33 ms
[2022-03-31 14:26:30 main:574] : INFO : Epoch 1715 | loss: 0.0310876 | val_loss: 0.0311898 | Time: 3502.77 ms
[2022-03-31 14:26:34 main:574] : INFO : Epoch 1716 | loss: 0.0311013 | val_loss: 0.0311998 | Time: 3514.05 ms
[2022-03-31 14:26:38 main:574] : INFO : Epoch 1717 | loss: 0.0310876 | val_loss: 0.0312043 | Time: 3931.97 ms
[2022-03-31 14:26:41 main:574] : INFO : Epoch 1718 | loss: 0.0310828 | val_loss: 0.0312155 | Time: 3471.54 ms
[2022-03-31 14:26:45 main:574] : INFO : Epoch 1719 | loss: 0.031077 | val_loss: 0.0311963 | Time: 3401.36 ms
[2022-03-31 14:26:48 main:574] : INFO : Epoch 1720 | loss: 0.0310844 | val_loss: 0.0311943 | Time: 3651.42 ms
[2022-03-31 14:26:52 main:574] : INFO : Epoch 1721 | loss: 0.0310883 | val_loss: 0.0311937 | Time: 3719.61 ms
[2022-03-31 14:26:56 main:574] : INFO : Epoch 1722 | loss: 0.0310805 | val_loss: 0.0311989 | Time: 3494.43 ms
[2022-03-31 14:26:59 main:574] : INFO : Epoch 1723 | loss: 0.0310744 | val_loss: 0.0311861 | Time: 3348.81 ms
[2022-03-31 14:27:02 main:574] : INFO : Epoch 1724 | loss: 0.0310739 | val_loss: 0.0312139 | Time: 3307.34 ms
[2022-03-31 14:27:05 main:574] : INFO : Epoch 1725 | loss: 0.031068 | val_loss: 0.0312166 | Time: 3225.64 ms
[2022-03-31 14:27:09 main:574] : INFO : Epoch 1726 | loss: 0.0310692 | val_loss: 0.0312013 | Time: 3270.11 ms
[2022-03-31 14:27:12 main:574] : INFO : Epoch 1727 | loss: 0.0310651 | val_loss: 0.0312171 | Time: 3350.46 ms
[2022-03-31 14:27:15 main:574] : INFO : Epoch 1728 | loss: 0.0310599 | val_loss: 0.0312046 | Time: 3150.84 ms
[2022-03-31 14:27:19 main:574] : INFO : Epoch 1729 | loss: 0.0310567 | val_loss: 0.0312174 | Time: 3494.16 ms
[2022-03-31 14:27:22 main:574] : INFO : Epoch 1730 | loss: 0.0310674 | val_loss: 0.0312058 | Time: 3356.93 ms
[2022-03-31 14:27:26 main:574] : INFO : Epoch 1731 | loss: 0.0311242 | val_loss: 0.0311868 | Time: 3720.73 ms
[2022-03-31 14:27:30 main:574] : INFO : Epoch 1732 | loss: 0.0311311 | val_loss: 0.0311791 | Time: 4286.6 ms
[2022-03-31 14:27:34 main:574] : INFO : Epoch 1733 | loss: 0.03112 | val_loss: 0.0311834 | Time: 3939.19 ms
[2022-03-31 14:27:38 main:574] : INFO : Epoch 1734 | loss: 0.0311142 | val_loss: 0.0311851 | Time: 3898.88 ms
[2022-03-31 14:27:42 main:574] : INFO : Epoch 1735 | loss: 0.031101 | val_loss: 0.0311823 | Time: 3681.15 ms
[2022-03-31 14:27:45 main:574] : INFO : Epoch 1736 | loss: 0.0310896 | val_loss: 0.031199 | Time: 3346.19 ms
[2022-03-31 14:27:48 main:574] : INFO : Epoch 1737 | loss: 0.0310908 | val_loss: 0.0311899 | Time: 3318.06 ms
[2022-03-31 14:27:52 main:574] : INFO : Epoch 1738 | loss: 0.0310842 | val_loss: 0.0311933 | Time: 3532.62 ms
[2022-03-31 14:27:55 main:574] : INFO : Epoch 1739 | loss: 0.0310831 | val_loss: 0.0311982 | Time: 3458.27 ms
[2022-03-31 14:27:59 main:574] : INFO : Epoch 1740 | loss: 0.0310765 | val_loss: 0.031202 | Time: 3460.45 ms
[2022-03-31 14:28:02 main:574] : INFO : Epoch 1741 | loss: 0.0310779 | val_loss: 0.0311983 | Time: 3215.58 ms
[2022-03-31 14:28:05 main:574] : INFO : Epoch 1742 | loss: 0.0310741 | val_loss: 0.0311999 | Time: 3247.86 ms
[2022-03-31 14:28:09 main:574] : INFO : Epoch 1743 | loss: 0.0310701 | val_loss: 0.0312014 | Time: 3498.88 ms
[2022-03-31 14:28:12 main:574] : INFO : Epoch 1744 | loss: 0.0310625 | val_loss: 0.0312183 | Time: 3126.3 ms
[2022-03-31 14:28:15 main:574] : INFO : Epoch 1745 | loss: 0.0310699 | val_loss: 0.0312174 | Time: 3195.33 ms
[2022-03-31 14:28:19 main:574] : INFO : Epoch 1746 | loss: 0.0310693 | val_loss: 0.0312191 | Time: 3609.23 ms
[2022-03-31 14:28:22 main:574] : INFO : Epoch 1747 | loss: 0.0310714 | val_loss: 0.0312172 | Time: 3641.82 ms
[2022-03-31 14:28:25 main:574] : INFO : Epoch 1748 | loss: 0.0310639 | val_loss: 0.0312045 | Time: 3059.68 ms
[2022-03-31 14:28:28 main:574] : INFO : Epoch 1749 | loss: 0.0310684 | val_loss: 0.0312037 | Time: 3128.78 ms
[2022-03-31 14:28:32 main:574] : INFO : Epoch 1750 | loss: 0.0310746 | val_loss: 0.0311981 | Time: 3370.31 ms
[2022-03-31 14:28:35 main:574] : INFO : Epoch 1751 | loss: 0.0310689 | val_loss: 0.0312046 | Time: 3330.75 ms
[2022-03-31 14:28:39 main:574] : INFO : Epoch 1752 | loss: 0.0310619 | val_loss: 0.0312286 | Time: 3334.08 ms
[2022-03-31 14:28:42 main:574] : INFO : Epoch 1753 | loss: 0.031066 | val_loss: 0.0312054 | Time: 3332.46 ms
[2022-03-31 14:28:45 main:574] : INFO : Epoch 1754 | loss: 0.0310646 | val_loss: 0.0312038 | Time: 3439.52 ms
[2022-03-31 14:28:49 main:574] : INFO : Epoch 1755 | loss: 0.0310605 | val_loss: 0.0312094 | Time: 3626.71 ms
[2022-03-31 14:28:52 main:574] : INFO : Epoch 1756 | loss: 0.031063 | val_loss: 0.0312119 | Time: 3258.77 ms
[2022-03-31 14:28:55 main:574] : INFO : Epoch 1757 | loss: 0.0310647 | val_loss: 0.0312153 | Time: 3160.58 ms
[2022-03-31 14:28:59 main:574] : INFO : Epoch 1758 | loss: 0.0310591 | val_loss: 0.0312214 | Time: 3545.36 ms
[2022-03-31 14:29:02 main:574] : INFO : Epoch 1759 | loss: 0.0310575 | val_loss: 0.0312277 | Time: 3449.35 ms
[2022-03-31 14:29:06 main:574] : INFO : Epoch 1760 | loss: 0.0310661 | val_loss: 0.031211 | Time: 3635.01 ms
[2022-03-31 14:29:09 main:574] : INFO : Epoch 1761 | loss: 0.0310699 | val_loss: 0.0311928 | Time: 3386.49 ms
[2022-03-31 14:29:13 main:574] : INFO : Epoch 1762 | loss: 0.0310953 | val_loss: 0.0311737 | Time: 3227.09 ms
[2022-03-31 14:29:16 main:574] : INFO : Epoch 1763 | loss: 0.0311234 | val_loss: 0.0311727 | Time: 3518.91 ms
[2022-03-31 14:29:20 main:574] : INFO : Epoch 1764 | loss: 0.031119 | val_loss: 0.0311714 | Time: 3551.89 ms
[2022-03-31 14:29:23 main:574] : INFO : Epoch 1765 | loss: 0.031112 | val_loss: 0.0311801 | Time: 3178.54 ms
[2022-03-31 14:29:26 main:574] : INFO : Epoch 1766 | loss: 0.0311054 | val_loss: 0.0311796 | Time: 3270.75 ms
[2022-03-31 14:29:29 main:574] : INFO : Epoch 1767 | loss: 0.0311018 | val_loss: 0.0311839 | Time: 3338.5 ms
[2022-03-31 14:29:33 main:574] : INFO : Epoch 1768 | loss: 0.0310973 | val_loss: 0.0311839 | Time: 3293.29 ms
[2022-03-31 14:29:36 main:574] : INFO : Epoch 1769 | loss: 0.0310905 | val_loss: 0.0311815 | Time: 3610.5 ms
[2022-03-31 14:29:40 main:574] : INFO : Epoch 1770 | loss: 0.0311068 | val_loss: 0.0311759 | Time: 3708.56 ms
[2022-03-31 14:29:44 main:574] : INFO : Epoch 1771 | loss: 0.031126 | val_loss: 0.0311855 | Time: 3465.16 ms
[2022-03-31 14:29:47 main:574] : INFO : Epoch 1772 | loss: 0.0311198 | val_loss: 0.0311784 | Time: 3244.33 ms
[2022-03-31 14:29:50 main:574] : INFO : Epoch 1773 | loss: 0.0311127 | val_loss: 0.0311781 | Time: 3179.08 ms
[2022-03-31 14:29:53 main:574] : INFO : Epoch 1774 | loss: 0.0311041 | val_loss: 0.031185 | Time: 3108.82 ms
[2022-03-31 14:29:56 main:574] : INFO : Epoch 1775 | loss: 0.031101 | val_loss: 0.0311819 | Time: 3159.82 ms
[2022-03-31 14:30:00 main:574] : INFO : Epoch 1776 | loss: 0.0310968 | val_loss: 0.0311843 | Time: 3417.11 ms
[2022-03-31 14:30:03 main:574] : INFO : Epoch 1777 | loss: 0.0310951 | val_loss: 0.0311801 | Time: 3351.17 ms
[2022-03-31 14:30:06 main:574] : INFO : Epoch 1778 | loss: 0.0310948 | val_loss: 0.0311831 | Time: 3204.96 ms
[2022-03-31 14:30:10 main:574] : INFO : Epoch 1779 | loss: 0.0310906 | val_loss: 0.0311934 | Time: 3454.01 ms
[2022-03-31 14:30:13 main:574] : INFO : Epoch 1780 | loss: 0.0310881 | val_loss: 0.0311836 | Time: 3212.37 ms
[2022-03-31 14:30:16 main:574] : INFO : Epoch 1781 | loss: 0.0310849 | val_loss: 0.0311883 | Time: 3350.78 ms
[2022-03-31 14:30:20 main:574] : INFO : Epoch 1782 | loss: 0.0310958 | val_loss: 0.0311917 | Time: 3818.96 ms
[2022-03-31 14:30:23 main:574] : INFO : Epoch 1783 | loss: 0.0310931 | val_loss: 0.0311865 | Time: 3179.44 ms
[2022-03-31 14:30:26 main:574] : INFO : Epoch 1784 | loss: 0.0310941 | val_loss: 0.0311986 | Time: 3216.64 ms
[2022-03-31 14:30:29 main:574] : INFO : Epoch 1785 | loss: 0.0310909 | val_loss: 0.0311942 | Time: 3017.46 ms
[2022-03-31 14:30:33 main:574] : INFO : Epoch 1786 | loss: 0.0310852 | val_loss: 0.0311963 | Time: 3324.48 ms
[2022-03-31 14:30:36 main:574] : INFO : Epoch 1787 | loss: 0.0310788 | val_loss: 0.0312045 | Time: 3351.89 ms
[2022-03-31 14:30:39 main:574] : INFO : Epoch 1788 | loss: 0.0310737 | val_loss: 0.0312037 | Time: 3231.88 ms
[2022-03-31 14:30:43 main:574] : INFO : Epoch 1789 | loss: 0.0310749 | val_loss: 0.0312069 | Time: 3531.65 ms
[2022-03-31 14:30:46 main:574] : INFO : Epoch 1790 | loss: 0.0310918 | val_loss: 0.0311888 | Time: 3458.47 ms
[2022-03-31 14:30:50 main:574] : INFO : Epoch 1791 | loss: 0.031092 | val_loss: 0.0311876 | Time: 3780.49 ms
[2022-03-31 14:30:54 main:574] : INFO : Epoch 1792 | loss: 0.0310834 | val_loss: 0.0312012 | Time: 3648.34 ms
[2022-03-31 14:30:57 main:574] : INFO : Epoch 1793 | loss: 0.031077 | val_loss: 0.0311957 | Time: 3308.31 ms
[2022-03-31 14:31:01 main:574] : INFO : Epoch 1794 | loss: 0.0310781 | val_loss: 0.0311916 | Time: 3399.23 ms
[2022-03-31 14:31:04 main:574] : INFO : Epoch 1795 | loss: 0.0310969 | val_loss: 0.0311886 | Time: 3359.04 ms
[2022-03-31 14:31:07 main:574] : INFO : Epoch 1796 | loss: 0.0310996 | val_loss: 0.0311774 | Time: 3355.74 ms
[2022-03-31 14:31:11 main:574] : INFO : Epoch 1797 | loss: 0.0310977 | val_loss: 0.0311741 | Time: 3927.42 ms
[2022-03-31 14:31:15 main:574] : INFO : Epoch 1798 | loss: 0.0310922 | val_loss: 0.0311814 | Time: 3367.13 ms
[2022-03-31 14:31:18 main:574] : INFO : Epoch 1799 | loss: 0.0310865 | val_loss: 0.0311818 | Time: 3297.39 ms
[2022-03-31 14:31:21 main:574] : INFO : Epoch 1800 | loss: 0.0311095 | val_loss: 0.0311739 | Time: 3238.79 ms
[2022-03-31 14:31:24 main:574] : INFO : Epoch 1801 | loss: 0.0311034 | val_loss: 0.0311844 | Time: 3339.6 ms
[2022-03-31 14:31:28 main:574] : INFO : Epoch 1802 | loss: 0.0311 | val_loss: 0.0311863 | Time: 3523.29 ms
[2022-03-31 14:31:32 main:574] : INFO : Epoch 1803 | loss: 0.0310963 | val_loss: 0.0311814 | Time: 3873 ms
[2022-03-31 14:31:35 main:574] : INFO : Epoch 1804 | loss: 0.0310918 | val_loss: 0.0311844 | Time: 3559.21 ms
[2022-03-31 14:31:39 main:574] : INFO : Epoch 1805 | loss: 0.0310839 | val_loss: 0.0311927 | Time: 3596.82 ms
[2022-03-31 14:31:42 main:574] : INFO : Epoch 1806 | loss: 0.0310784 | val_loss: 0.0311958 | Time: 3501.33 ms
[2022-03-31 14:31:46 main:574] : INFO : Epoch 1807 | loss: 0.0310772 | val_loss: 0.0311986 | Time: 3386.14 ms
[2022-03-31 14:31:49 main:574] : INFO : Epoch 1808 | loss: 0.0310745 | val_loss: 0.0312048 | Time: 3514.31 ms
[2022-03-31 14:31:53 main:574] : INFO : Epoch 1809 | loss: 0.0310716 | val_loss: 0.0312043 | Time: 3309.77 ms
[2022-03-31 14:31:56 main:574] : INFO : Epoch 1810 | loss: 0.0310678 | val_loss: 0.0312091 | Time: 3349.06 ms
[2022-03-31 14:31:59 main:574] : INFO : Epoch 1811 | loss: 0.0310669 | val_loss: 0.0312177 | Time: 3409.39 ms
[2022-03-31 14:32:03 main:574] : INFO : Epoch 1812 | loss: 0.0310697 | val_loss: 0.0312021 | Time: 3595.63 ms
[2022-03-31 14:32:06 main:574] : INFO : Epoch 1813 | loss: 0.0310772 | val_loss: 0.0312067 | Time: 3326.08 ms
[2022-03-31 14:32:10 main:574] : INFO : Epoch 1814 | loss: 0.0310681 | val_loss: 0.0312052 | Time: 3462.55 ms
[2022-03-31 14:32:13 main:574] : INFO : Epoch 1815 | loss: 0.0310705 | val_loss: 0.0312018 | Time: 3257.56 ms
[2022-03-31 14:32:17 main:574] : INFO : Epoch 1816 | loss: 0.0310705 | val_loss: 0.0311966 | Time: 3404.11 ms
[2022-03-31 14:32:20 main:574] : INFO : Epoch 1817 | loss: 0.0310701 | val_loss: 0.0312112 | Time: 3678.92 ms
[2022-03-31 14:32:24 main:574] : INFO : Epoch 1818 | loss: 0.0310655 | val_loss: 0.0312075 | Time: 3598.83 ms
[2022-03-31 14:32:28 main:574] : INFO : Epoch 1819 | loss: 0.0310663 | val_loss: 0.0312157 | Time: 3866.6 ms
[2022-03-31 14:32:31 main:574] : INFO : Epoch 1820 | loss: 0.0310631 | val_loss: 0.0312282 | Time: 3343.16 ms
[2022-03-31 14:32:34 main:574] : INFO : Epoch 1821 | loss: 0.0310599 | val_loss: 0.0312175 | Time: 3334.03 ms
[2022-03-31 14:32:38 main:574] : INFO : Epoch 1822 | loss: 0.0310637 | val_loss: 0.0312195 | Time: 3259.36 ms
[2022-03-31 14:32:41 main:574] : INFO : Epoch 1823 | loss: 0.0310599 | val_loss: 0.0312086 | Time: 3545.43 ms
[2022-03-31 14:32:45 main:574] : INFO : Epoch 1824 | loss: 0.0310612 | val_loss: 0.0312329 | Time: 3498.47 ms
[2022-03-31 14:32:48 main:574] : INFO : Epoch 1825 | loss: 0.0310606 | val_loss: 0.0312006 | Time: 3592.62 ms
[2022-03-31 14:32:52 main:574] : INFO : Epoch 1826 | loss: 0.0310644 | val_loss: 0.0312106 | Time: 3426.95 ms
[2022-03-31 14:32:55 main:574] : INFO : Epoch 1827 | loss: 0.031067 | val_loss: 0.0312135 | Time: 3278.83 ms
[2022-03-31 14:32:58 main:574] : INFO : Epoch 1828 | loss: 0.0310664 | val_loss: 0.0312141 | Time: 3383.21 ms
[2022-03-31 14:33:02 main:574] : INFO : Epoch 1829 | loss: 0.0310732 | val_loss: 0.0312179 | Time: 3472.31 ms
[2022-03-31 14:33:05 main:574] : INFO : Epoch 1830 | loss: 0.0310651 | val_loss: 0.0312128 | Time: 3425.82 ms
[2022-03-31 14:33:09 main:574] : INFO : Epoch 1831 | loss: 0.0310628 | val_loss: 0.0312143 | Time: 3578.21 ms
[2022-03-31 14:33:12 main:574] : INFO : Epoch 1832 | loss: 0.0310649 | val_loss: 0.0312113 | Time: 3602.15 ms
[2022-03-31 14:33:16 main:574] : INFO : Epoch 1833 | loss: 0.0310643 | val_loss: 0.0312224 | Time: 3255.83 ms
[2022-03-31 14:33:19 main:574] : INFO : Epoch 1834 | loss: 0.0310622 | val_loss: 0.0312051 | Time: 3539.03 ms
[2022-03-31 14:33:23 main:574] : INFO : Epoch 1835 | loss: 0.03106 | val_loss: 0.0312151 | Time: 3424.47 ms
[2022-03-31 14:33:26 main:574] : INFO : Epoch 1836 | loss: 0.0310585 | val_loss: 0.0312086 | Time: 3363.86 ms
[2022-03-31 14:33:29 main:574] : INFO : Epoch 1837 | loss: 0.0310617 | val_loss: 0.0312139 | Time: 3203.33 ms
[2022-03-31 14:33:33 main:574] : INFO : Epoch 1838 | loss: 0.0310659 | val_loss: 0.0312105 | Time: 3297.6 ms
[2022-03-31 14:33:36 main:574] : INFO : Epoch 1839 | loss: 0.0310658 | val_loss: 0.0312157 | Time: 3417.97 ms
[2022-03-31 14:33:39 main:574] : INFO : Epoch 1840 | loss: 0.0310618 | val_loss: 0.0312118 | Time: 3545.78 ms
[2022-03-31 14:33:43 main:574] : INFO : Epoch 1841 | loss: 0.0310807 | val_loss: 0.0311915 | Time: 3518.99 ms
[2022-03-31 14:33:46 main:574] : INFO : Epoch 1842 | loss: 0.0310824 | val_loss: 0.0312106 | Time: 3352.33 ms
[2022-03-31 14:33:50 main:574] : INFO : Epoch 1843 | loss: 0.0310696 | val_loss: 0.03121 | Time: 3212.13 ms
[2022-03-31 14:33:53 main:574] : INFO : Epoch 1844 | loss: 0.0310651 | val_loss: 0.0312173 | Time: 3613.45 ms
[2022-03-31 14:33:57 main:574] : INFO : Epoch 1845 | loss: 0.0310642 | val_loss: 0.0312144 | Time: 3642.34 ms
[2022-03-31 14:34:01 main:574] : INFO : Epoch 1846 | loss: 0.0310735 | val_loss: 0.0312065 | Time: 3879.21 ms
[2022-03-31 14:34:04 main:574] : INFO : Epoch 1847 | loss: 0.0310748 | val_loss: 0.0312131 | Time: 3428.12 ms
[2022-03-31 14:34:07 main:574] : INFO : Epoch 1848 | loss: 0.0311079 | val_loss: 0.0312025 | Time: 3346.68 ms
[2022-03-31 14:34:11 main:574] : INFO : Epoch 1849 | loss: 0.0310979 | val_loss: 0.0312025 | Time: 3220.07 ms
[2022-03-31 14:34:14 main:574] : INFO : Epoch 1850 | loss: 0.0310891 | val_loss: 0.0312042 | Time: 3256.37 ms
[2022-03-31 14:34:17 main:574] : INFO : Epoch 1851 | loss: 0.0310836 | val_loss: 0.0312028 | Time: 3334.66 ms
[2022-03-31 14:34:21 main:574] : INFO : Epoch 1852 | loss: 0.0310759 | val_loss: 0.0312157 | Time: 3553.64 ms
[2022-03-31 14:34:24 main:574] : INFO : Epoch 1853 | loss: 0.0310711 | val_loss: 0.0312079 | Time: 3367.92 ms
[2022-03-31 14:34:28 main:574] : INFO : Epoch 1854 | loss: 0.0310847 | val_loss: 0.0312018 | Time: 3709.77 ms
[2022-03-31 14:34:32 main:574] : INFO : Epoch 1855 | loss: 0.0310862 | val_loss: 0.0311948 | Time: 3887.95 ms
[2022-03-31 14:34:35 main:574] : INFO : Epoch 1856 | loss: 0.0310779 | val_loss: 0.0312048 | Time: 3332.55 ms
[2022-03-31 14:34:39 main:574] : INFO : Epoch 1857 | loss: 0.0310673 | val_loss: 0.0311999 | Time: 3596.83 ms
[2022-03-31 14:34:42 main:574] : INFO : Epoch 1858 | loss: 0.0310674 | val_loss: 0.0312077 | Time: 3213.52 ms
[2022-03-31 14:34:45 main:574] : INFO : Epoch 1859 | loss: 0.0310703 | val_loss: 0.031198 | Time: 3299 ms
[2022-03-31 14:34:49 main:574] : INFO : Epoch 1860 | loss: 0.0310682 | val_loss: 0.0312158 | Time: 3450.78 ms
[2022-03-31 14:34:52 main:574] : INFO : Epoch 1861 | loss: 0.0310625 | val_loss: 0.0312246 | Time: 3582.07 ms
[2022-03-31 14:34:56 main:574] : INFO : Epoch 1862 | loss: 0.0310653 | val_loss: 0.0312129 | Time: 3564.71 ms
[2022-03-31 14:34:59 main:574] : INFO : Epoch 1863 | loss: 0.0310599 | val_loss: 0.031218 | Time: 3202.14 ms
[2022-03-31 14:35:02 main:574] : INFO : Epoch 1864 | loss: 0.0310614 | val_loss: 0.0312035 | Time: 3248.14 ms
[2022-03-31 14:35:06 main:574] : INFO : Epoch 1865 | loss: 0.031062 | val_loss: 0.0312104 | Time: 3351.96 ms
[2022-03-31 14:35:10 main:574] : INFO : Epoch 1866 | loss: 0.0310815 | val_loss: 0.0312016 | Time: 3830.04 ms
[2022-03-31 14:35:13 main:574] : INFO : Epoch 1867 | loss: 0.031076 | val_loss: 0.0312049 | Time: 3787.66 ms
[2022-03-31 14:35:17 main:574] : INFO : Epoch 1868 | loss: 0.0310871 | val_loss: 0.0312074 | Time: 3684.58 ms
[2022-03-31 14:35:20 main:574] : INFO : Epoch 1869 | loss: 0.0311065 | val_loss: 0.0311965 | Time: 3271.86 ms
[2022-03-31 14:35:24 main:574] : INFO : Epoch 1870 | loss: 0.0311241 | val_loss: 0.0311849 | Time: 3324.54 ms
[2022-03-31 14:35:27 main:574] : INFO : Epoch 1871 | loss: 0.0311072 | val_loss: 0.0311871 | Time: 3526.05 ms
[2022-03-31 14:35:31 main:574] : INFO : Epoch 1872 | loss: 0.0310996 | val_loss: 0.0312103 | Time: 3386.35 ms
[2022-03-31 14:35:34 main:574] : INFO : Epoch 1873 | loss: 0.0310949 | val_loss: 0.0311913 | Time: 3492.69 ms
[2022-03-31 14:35:37 main:574] : INFO : Epoch 1874 | loss: 0.0310934 | val_loss: 0.0312084 | Time: 3187.37 ms
[2022-03-31 14:35:41 main:574] : INFO : Epoch 1875 | loss: 0.0310884 | val_loss: 0.0311896 | Time: 3467.22 ms
[2022-03-31 14:35:44 main:574] : INFO : Epoch 1876 | loss: 0.0310827 | val_loss: 0.031217 | Time: 3549.43 ms
[2022-03-31 14:35:48 main:574] : INFO : Epoch 1877 | loss: 0.0310744 | val_loss: 0.0312046 | Time: 3689.16 ms
[2022-03-31 14:35:51 main:574] : INFO : Epoch 1878 | loss: 0.0310776 | val_loss: 0.0312035 | Time: 3450.85 ms
[2022-03-31 14:35:55 main:574] : INFO : Epoch 1879 | loss: 0.0310912 | val_loss: 0.0312034 | Time: 3155.4 ms
[2022-03-31 14:35:58 main:574] : INFO : Epoch 1880 | loss: 0.0310933 | val_loss: 0.0311979 | Time: 3415.85 ms
[2022-03-31 14:36:01 main:574] : INFO : Epoch 1881 | loss: 0.0311019 | val_loss: 0.0311933 | Time: 3259.1 ms
[2022-03-31 14:36:04 main:574] : INFO : Epoch 1882 | loss: 0.031094 | val_loss: 0.0311994 | Time: 3292.41 ms
[2022-03-31 14:36:08 main:574] : INFO : Epoch 1883 | loss: 0.0310877 | val_loss: 0.0311978 | Time: 3625.26 ms
[2022-03-31 14:36:11 main:574] : INFO : Epoch 1884 | loss: 0.0310823 | val_loss: 0.0312002 | Time: 3203.67 ms
[2022-03-31 14:36:15 main:574] : INFO : Epoch 1885 | loss: 0.0310795 | val_loss: 0.0312101 | Time: 3196.52 ms
[2022-03-31 14:36:18 main:574] : INFO : Epoch 1886 | loss: 0.0310698 | val_loss: 0.0312288 | Time: 3313.04 ms
[2022-03-31 14:36:21 main:574] : INFO : Epoch 1887 | loss: 0.031068 | val_loss: 0.0312056 | Time: 3112.13 ms
[2022-03-31 14:36:25 main:574] : INFO : Epoch 1888 | loss: 0.0310684 | val_loss: 0.0312127 | Time: 3781.4 ms
[2022-03-31 14:36:28 main:574] : INFO : Epoch 1889 | loss: 0.0310717 | val_loss: 0.0312066 | Time: 3672.65 ms
[2022-03-31 14:36:32 main:574] : INFO : Epoch 1890 | loss: 0.0310665 | val_loss: 0.0312157 | Time: 3627.6 ms
[2022-03-31 14:36:35 main:574] : INFO : Epoch 1891 | loss: 0.0310669 | val_loss: 0.0312026 | Time: 3431.17 ms
[2022-03-31 14:36:39 main:574] : INFO : Epoch 1892 | loss: 0.0310719 | val_loss: 0.0312038 | Time: 3288.07 ms
[2022-03-31 14:36:42 main:574] : INFO : Epoch 1893 | loss: 0.031065 | val_loss: 0.0312054 | Time: 3410.36 ms
[2022-03-31 14:36:46 main:574] : INFO : Epoch 1894 | loss: 0.0310616 | val_loss: 0.0311976 | Time: 3454.16 ms
[2022-03-31 14:36:49 main:574] : INFO : Epoch 1895 | loss: 0.0310593 | val_loss: 0.0312051 | Time: 3569.22 ms
[2022-03-31 14:36:52 main:574] : INFO : Epoch 1896 | loss: 0.031056 | val_loss: 0.03122 | Time: 3235.6 ms
[2022-03-31 14:36:56 main:574] : INFO : Epoch 1897 | loss: 0.0310585 | val_loss: 0.0312285 | Time: 3355.02 ms
[2022-03-31 14:36:59 main:574] : INFO : Epoch 1898 | loss: 0.0310659 | val_loss: 0.0312403 | Time: 3390.08 ms
[2022-03-31 14:37:02 main:574] : INFO : Epoch 1899 | loss: 0.0310578 | val_loss: 0.0312064 | Time: 3169.12 ms
[2022-03-31 14:37:06 main:574] : INFO : Epoch 1900 | loss: 0.0310554 | val_loss: 0.0312155 | Time: 3629.56 ms
[2022-03-31 14:37:09 main:574] : INFO : Epoch 1901 | loss: 0.0310763 | val_loss: 0.0312125 | Time: 3302.84 ms
[2022-03-31 14:37:13 main:574] : INFO : Epoch 1902 | loss: 0.0310939 | val_loss: 0.0312125 | Time: 3428.1 ms
[2022-03-31 14:37:16 main:574] : INFO : Epoch 1903 | loss: 0.0311029 | val_loss: 0.0311935 | Time: 3409.81 ms
[2022-03-31 14:37:19 main:574] : INFO : Epoch 1904 | loss: 0.0310903 | val_loss: 0.0311997 | Time: 3293.75 ms
[2022-03-31 14:37:23 main:574] : INFO : Epoch 1905 | loss: 0.0310818 | val_loss: 0.0312057 | Time: 3305.12 ms
[2022-03-31 14:37:26 main:574] : INFO : Epoch 1906 | loss: 0.0310851 | val_loss: 0.0312028 | Time: 3246.53 ms
[2022-03-31 14:37:29 main:574] : INFO : Epoch 1907 | loss: 0.0310765 | val_loss: 0.0311985 | Time: 3241.38 ms
[2022-03-31 14:37:33 main:574] : INFO : Epoch 1908 | loss: 0.0310742 | val_loss: 0.0312004 | Time: 3316.25 ms
[2022-03-31 14:37:36 main:574] : INFO : Epoch 1909 | loss: 0.0310724 | val_loss: 0.03121 | Time: 3385.74 ms
[2022-03-31 14:37:39 main:574] : INFO : Epoch 1910 | loss: 0.0310665 | val_loss: 0.0312138 | Time: 3340.82 ms
[2022-03-31 14:37:43 main:574] : INFO : Epoch 1911 | loss: 0.0310636 | val_loss: 0.031207 | Time: 3523.69 ms
[2022-03-31 14:37:46 main:574] : INFO : Epoch 1912 | loss: 0.0310636 | val_loss: 0.0312136 | Time: 3429.6 ms
[2022-03-31 14:37:50 main:574] : INFO : Epoch 1913 | loss: 0.0310605 | val_loss: 0.0312147 | Time: 3458.41 ms
[2022-03-31 14:37:53 main:574] : INFO : Epoch 1914 | loss: 0.0310657 | val_loss: 0.0312095 | Time: 3343.45 ms
[2022-03-31 14:37:56 main:574] : INFO : Epoch 1915 | loss: 0.0310633 | val_loss: 0.0312121 | Time: 3392.12 ms
[2022-03-31 14:38:00 main:574] : INFO : Epoch 1916 | loss: 0.0310627 | val_loss: 0.0312089 | Time: 3426.13 ms
[2022-03-31 14:38:03 main:574] : INFO : Epoch 1917 | loss: 0.0310558 | val_loss: 0.0312147 | Time: 3274.38 ms
[2022-03-31 14:38:06 main:574] : INFO : Epoch 1918 | loss: 0.031056 | val_loss: 0.031224 | Time: 3348.45 ms
[2022-03-31 14:38:10 main:574] : INFO : Epoch 1919 | loss: 0.0310605 | val_loss: 0.031224 | Time: 3626.72 ms
[2022-03-31 14:38:14 main:574] : INFO : Epoch 1920 | loss: 0.0310592 | val_loss: 0.0312114 | Time: 4293.46 ms
[2022-03-31 14:38:18 main:574] : INFO : Epoch 1921 | loss: 0.0310647 | val_loss: 0.0312018 | Time: 3687.83 ms
[2022-03-31 14:38:22 main:574] : INFO : Epoch 1922 | loss: 0.0310611 | val_loss: 0.0312151 | Time: 3514.05 ms
[2022-03-31 14:38:25 main:574] : INFO : Epoch 1923 | loss: 0.0310583 | val_loss: 0.0312055 | Time: 3504.7 ms
[2022-03-31 14:38:29 main:574] : INFO : Epoch 1924 | loss: 0.0310597 | val_loss: 0.0312254 | Time: 3594.81 ms
[2022-03-31 14:38:32 main:574] : INFO : Epoch 1925 | loss: 0.0310542 | val_loss: 0.0312069 | Time: 3425.77 ms
[2022-03-31 14:38:36 main:574] : INFO : Epoch 1926 | loss: 0.031055 | val_loss: 0.0312139 | Time: 3758.02 ms
[2022-03-31 14:38:40 main:574] : INFO : Epoch 1927 | loss: 0.0310636 | val_loss: 0.0311909 | Time: 3694.45 ms
[2022-03-31 14:38:43 main:574] : INFO : Epoch 1928 | loss: 0.0311034 | val_loss: 0.0311792 | Time: 3503.25 ms
[2022-03-31 14:38:47 main:574] : INFO : Epoch 1929 | loss: 0.0311055 | val_loss: 0.0311759 | Time: 3567.19 ms
[2022-03-31 14:38:51 main:574] : INFO : Epoch 1930 | loss: 0.0310969 | val_loss: 0.0311863 | Time: 4001 ms
[2022-03-31 14:38:55 main:574] : INFO : Epoch 1931 | loss: 0.0310973 | val_loss: 0.031199 | Time: 3915.5 ms
[2022-03-31 14:38:58 main:574] : INFO : Epoch 1932 | loss: 0.0311014 | val_loss: 0.0311851 | Time: 3500.12 ms
[2022-03-31 14:39:02 main:574] : INFO : Epoch 1933 | loss: 0.0311004 | val_loss: 0.0311767 | Time: 3435.44 ms
[2022-03-31 14:39:05 main:574] : INFO : Epoch 1934 | loss: 0.0310964 | val_loss: 0.0311932 | Time: 3514.48 ms
[2022-03-31 14:39:09 main:574] : INFO : Epoch 1935 | loss: 0.0310878 | val_loss: 0.0311965 | Time: 3602.3 ms
[2022-03-31 14:39:12 main:574] : INFO : Epoch 1936 | loss: 0.0310786 | val_loss: 0.0312066 | Time: 3696.13 ms
[2022-03-31 14:39:16 main:574] : INFO : Epoch 1937 | loss: 0.0310733 | val_loss: 0.0312086 | Time: 3415.17 ms
[2022-03-31 14:39:19 main:574] : INFO : Epoch 1938 | loss: 0.0311202 | val_loss: 0.0311919 | Time: 3489.64 ms
[2022-03-31 14:39:23 main:574] : INFO : Epoch 1939 | loss: 0.0311343 | val_loss: 0.0311868 | Time: 3851.01 ms
[2022-03-31 14:39:27 main:574] : INFO : Epoch 1940 | loss: 0.031121 | val_loss: 0.0311903 | Time: 3859.01 ms
[2022-03-31 14:39:31 main:574] : INFO : Epoch 1941 | loss: 0.0311138 | val_loss: 0.0311897 | Time: 3570.06 ms
[2022-03-31 14:39:34 main:574] : INFO : Epoch 1942 | loss: 0.0311096 | val_loss: 0.0311884 | Time: 3635.31 ms
[2022-03-31 14:39:38 main:574] : INFO : Epoch 1943 | loss: 0.0311072 | val_loss: 0.031201 | Time: 3815.29 ms
[2022-03-31 14:39:42 main:574] : INFO : Epoch 1944 | loss: 0.0310989 | val_loss: 0.0311979 | Time: 3760.31 ms
[2022-03-31 14:39:45 main:574] : INFO : Epoch 1945 | loss: 0.031097 | val_loss: 0.0311943 | Time: 3626.17 ms
[2022-03-31 14:39:49 main:574] : INFO : Epoch 1946 | loss: 0.031092 | val_loss: 0.0312012 | Time: 3593.76 ms
[2022-03-31 14:39:53 main:574] : INFO : Epoch 1947 | loss: 0.031086 | val_loss: 0.0311964 | Time: 3561.86 ms
[2022-03-31 14:39:56 main:574] : INFO : Epoch 1948 | loss: 0.0310794 | val_loss: 0.0312094 | Time: 3433.61 ms
[2022-03-31 14:40:00 main:574] : INFO : Epoch 1949 | loss: 0.0310767 | val_loss: 0.0311947 | Time: 3695.14 ms
[2022-03-31 14:40:04 main:574] : INFO : Epoch 1950 | loss: 0.0310756 | val_loss: 0.0311974 | Time: 3926.75 ms
[2022-03-31 14:40:07 main:574] : INFO : Epoch 1951 | loss: 0.0310717 | val_loss: 0.0312146 | Time: 3682.06 ms
[2022-03-31 14:40:11 main:574] : INFO : Epoch 1952 | loss: 0.0310727 | val_loss: 0.0312147 | Time: 3524.93 ms
[2022-03-31 14:40:15 main:574] : INFO : Epoch 1953 | loss: 0.0310636 | val_loss: 0.0312184 | Time: 3691.51 ms
[2022-03-31 14:40:18 main:574] : INFO : Epoch 1954 | loss: 0.0310646 | val_loss: 0.0312159 | Time: 3605.68 ms
[2022-03-31 14:40:22 main:574] : INFO : Epoch 1955 | loss: 0.0310691 | val_loss: 0.0311984 | Time: 3414.55 ms
[2022-03-31 14:40:25 main:574] : INFO : Epoch 1956 | loss: 0.0310613 | val_loss: 0.0312106 | Time: 3867.62 ms
[2022-03-31 14:40:29 main:574] : INFO : Epoch 1957 | loss: 0.0310628 | val_loss: 0.0312179 | Time: 3858.72 ms
[2022-03-31 14:40:33 main:574] : INFO : Epoch 1958 | loss: 0.0310592 | val_loss: 0.031228 | Time: 3477.5 ms
[2022-03-31 14:40:36 main:574] : INFO : Epoch 1959 | loss: 0.031068 | val_loss: 0.0312066 | Time: 3755.3 ms
[2022-03-31 14:40:40 main:574] : INFO : Epoch 1960 | loss: 0.0310704 | val_loss: 0.0312018 | Time: 3671.04 ms
[2022-03-31 14:40:44 main:574] : INFO : Epoch 1961 | loss: 0.0310632 | val_loss: 0.0312069 | Time: 3562.44 ms
[2022-03-31 14:40:47 main:574] : INFO : Epoch 1962 | loss: 0.031057 | val_loss: 0.0312184 | Time: 3464.14 ms
[2022-03-31 14:40:51 main:574] : INFO : Epoch 1963 | loss: 0.0310595 | val_loss: 0.0312157 | Time: 3530.15 ms
[2022-03-31 14:40:54 main:574] : INFO : Epoch 1964 | loss: 0.0310661 | val_loss: 0.0312251 | Time: 3515.56 ms
[2022-03-31 14:40:58 main:574] : INFO : Epoch 1965 | loss: 0.0310699 | val_loss: 0.0311954 | Time: 3514.97 ms
[2022-03-31 14:41:01 main:574] : INFO : Epoch 1966 | loss: 0.0310888 | val_loss: 0.0312031 | Time: 3325.31 ms
[2022-03-31 14:41:04 main:574] : INFO : Epoch 1967 | loss: 0.0311829 | val_loss: 0.0311989 | Time: 3392.23 ms
[2022-03-31 14:41:08 main:574] : INFO : Epoch 1968 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 3513.75 ms
[2022-03-31 14:41:12 main:574] : INFO : Epoch 1969 | loss: 0.031172 | val_loss: 0.0311832 | Time: 3737.01 ms
[2022-03-31 14:41:15 main:574] : INFO : Epoch 1970 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 3672.06 ms
[2022-03-31 14:41:19 main:574] : INFO : Epoch 1971 | loss: 0.0311595 | val_loss: 0.0311705 | Time: 3652.33 ms
[2022-03-31 14:41:23 main:574] : INFO : Epoch 1972 | loss: 0.0311569 | val_loss: 0.0311735 | Time: 3533.56 ms
[2022-03-31 14:41:27 main:574] : INFO : Epoch 1973 | loss: 0.0311549 | val_loss: 0.0311728 | Time: 3941.1 ms
[2022-03-31 14:41:30 main:574] : INFO : Epoch 1974 | loss: 0.0311519 | val_loss: 0.0311718 | Time: 3777.58 ms
[2022-03-31 14:41:34 main:574] : INFO : Epoch 1975 | loss: 0.0311496 | val_loss: 0.0311759 | Time: 3786.08 ms
[2022-03-31 14:41:38 main:574] : INFO : Epoch 1976 | loss: 0.0311471 | val_loss: 0.0311736 | Time: 3423.53 ms
[2022-03-31 14:41:41 main:574] : INFO : Epoch 1977 | loss: 0.0311444 | val_loss: 0.0311744 | Time: 3502.42 ms
[2022-03-31 14:41:45 main:574] : INFO : Epoch 1978 | loss: 0.0311437 | val_loss: 0.0311749 | Time: 3731.76 ms
[2022-03-31 14:41:48 main:574] : INFO : Epoch 1979 | loss: 0.0311425 | val_loss: 0.031174 | Time: 3658.7 ms
[2022-03-31 14:41:52 main:574] : INFO : Epoch 1980 | loss: 0.0311434 | val_loss: 0.031175 | Time: 3561.32 ms
[2022-03-31 14:41:56 main:574] : INFO : Epoch 1981 | loss: 0.0311401 | val_loss: 0.0311707 | Time: 3536.36 ms
[2022-03-31 14:41:59 main:574] : INFO : Epoch 1982 | loss: 0.0311373 | val_loss: 0.0311722 | Time: 3433.48 ms
[2022-03-31 14:42:03 main:574] : INFO : Epoch 1983 | loss: 0.0311355 | val_loss: 0.0311769 | Time: 3705.67 ms
[2022-03-31 14:42:06 main:574] : INFO : Epoch 1984 | loss: 0.031135 | val_loss: 0.0311805 | Time: 3612.7 ms
[2022-03-31 14:42:10 main:574] : INFO : Epoch 1985 | loss: 0.0311339 | val_loss: 0.0311747 | Time: 3513.27 ms
[2022-03-31 14:42:13 main:574] : INFO : Epoch 1986 | loss: 0.0311338 | val_loss: 0.0311766 | Time: 3559.26 ms
[2022-03-31 14:42:17 main:574] : INFO : Epoch 1987 | loss: 0.0311349 | val_loss: 0.0311804 | Time: 3574.58 ms
[2022-03-31 14:42:20 main:574] : INFO : Epoch 1988 | loss: 0.0311303 | val_loss: 0.0311766 | Time: 3508.26 ms
[2022-03-31 14:42:25 main:574] : INFO : Epoch 1989 | loss: 0.0311295 | val_loss: 0.0311725 | Time: 4189.16 ms
[2022-03-31 14:42:29 main:574] : INFO : Epoch 1990 | loss: 0.0311265 | val_loss: 0.0311747 | Time: 4196.28 ms
[2022-03-31 14:42:32 main:574] : INFO : Epoch 1991 | loss: 0.0311239 | val_loss: 0.0311843 | Time: 3629.22 ms
[2022-03-31 14:42:36 main:574] : INFO : Epoch 1992 | loss: 0.0311225 | val_loss: 0.0311774 | Time: 3588.76 ms
[2022-03-31 14:42:40 main:574] : INFO : Epoch 1993 | loss: 0.0311205 | val_loss: 0.031176 | Time: 3523.71 ms
[2022-03-31 14:42:43 main:574] : INFO : Epoch 1994 | loss: 0.0311206 | val_loss: 0.0311775 | Time: 3693.58 ms
[2022-03-31 14:42:47 main:574] : INFO : Epoch 1995 | loss: 0.0311202 | val_loss: 0.0311792 | Time: 3686.18 ms
[2022-03-31 14:42:51 main:574] : INFO : Epoch 1996 | loss: 0.0311216 | val_loss: 0.0311805 | Time: 3717.79 ms
[2022-03-31 14:42:54 main:574] : INFO : Epoch 1997 | loss: 0.0311159 | val_loss: 0.0311826 | Time: 3599.21 ms
[2022-03-31 14:42:58 main:574] : INFO : Epoch 1998 | loss: 0.0311138 | val_loss: 0.031186 | Time: 3706.12 ms
[2022-03-31 14:43:02 main:574] : INFO : Epoch 1999 | loss: 0.03112 | val_loss: 0.0311771 | Time: 3712.47 ms
[2022-03-31 14:43:06 main:574] : INFO : Epoch 2000 | loss: 0.0311182 | val_loss: 0.0311765 | Time: 3816.43 ms
[2022-03-31 14:43:09 main:574] : INFO : Epoch 2001 | loss: 0.0311172 | val_loss: 0.0311766 | Time: 3514.92 ms
[2022-03-31 14:43:13 main:574] : INFO : Epoch 2002 | loss: 0.0311152 | val_loss: 0.0311738 | Time: 3579.04 ms
[2022-03-31 14:43:16 main:574] : INFO : Epoch 2003 | loss: 0.0311151 | val_loss: 0.0311738 | Time: 3563.97 ms
[2022-03-31 14:43:20 main:574] : INFO : Epoch 2004 | loss: 0.0311198 | val_loss: 0.0311733 | Time: 3566.57 ms
[2022-03-31 14:43:23 main:574] : INFO : Epoch 2005 | loss: 0.0311144 | val_loss: 0.0311865 | Time: 3387.97 ms
[2022-03-31 14:43:27 main:574] : INFO : Epoch 2006 | loss: 0.0311136 | val_loss: 0.0311811 | Time: 4212.6 ms
[2022-03-31 14:43:31 main:574] : INFO : Epoch 2007 | loss: 0.0311095 | val_loss: 0.0311819 | Time: 3639.98 ms
[2022-03-31 14:43:35 main:574] : INFO : Epoch 2008 | loss: 0.0311087 | val_loss: 0.0311822 | Time: 3654.67 ms
[2022-03-31 14:43:39 main:574] : INFO : Epoch 2009 | loss: 0.0311055 | val_loss: 0.0311857 | Time: 4005.33 ms
[2022-03-31 14:43:43 main:574] : INFO : Epoch 2010 | loss: 0.0311049 | val_loss: 0.0311812 | Time: 3908.06 ms
[2022-03-31 14:43:46 main:574] : INFO : Epoch 2011 | loss: 0.0311137 | val_loss: 0.0311772 | Time: 3441.09 ms
[2022-03-31 14:43:49 main:574] : INFO : Epoch 2012 | loss: 0.0311112 | val_loss: 0.0311812 | Time: 3410.45 ms
[2022-03-31 14:43:53 main:574] : INFO : Epoch 2013 | loss: 0.031107 | val_loss: 0.0311872 | Time: 3552.92 ms
[2022-03-31 14:43:57 main:574] : INFO : Epoch 2014 | loss: 0.0311067 | val_loss: 0.0311879 | Time: 3578.85 ms
[2022-03-31 14:44:00 main:574] : INFO : Epoch 2015 | loss: 0.0311027 | val_loss: 0.0311839 | Time: 3628.59 ms
[2022-03-31 14:44:04 main:574] : INFO : Epoch 2016 | loss: 0.0311037 | val_loss: 0.0311994 | Time: 3600.51 ms
[2022-03-31 14:44:07 main:574] : INFO : Epoch 2017 | loss: 0.0311045 | val_loss: 0.0311911 | Time: 3580.29 ms
[2022-03-31 14:44:11 main:574] : INFO : Epoch 2018 | loss: 0.0310992 | val_loss: 0.0311943 | Time: 3615.85 ms
[2022-03-31 14:44:15 main:574] : INFO : Epoch 2019 | loss: 0.0310941 | val_loss: 0.0311975 | Time: 3638.01 ms
[2022-03-31 14:44:18 main:574] : INFO : Epoch 2020 | loss: 0.0310933 | val_loss: 0.0311943 | Time: 3644.79 ms
[2022-03-31 14:44:22 main:574] : INFO : Epoch 2021 | loss: 0.0310923 | val_loss: 0.0311895 | Time: 3392.9 ms
[2022-03-31 14:44:25 main:574] : INFO : Epoch 2022 | loss: 0.0310981 | val_loss: 0.0311917 | Time: 3731.58 ms
[2022-03-31 14:44:29 main:574] : INFO : Epoch 2023 | loss: 0.0310959 | val_loss: 0.0312012 | Time: 3869.99 ms
[2022-03-31 14:44:33 main:574] : INFO : Epoch 2024 | loss: 0.0310957 | val_loss: 0.0311851 | Time: 3546.35 ms
[2022-03-31 14:44:36 main:574] : INFO : Epoch 2025 | loss: 0.0311024 | val_loss: 0.0311905 | Time: 3517.97 ms
[2022-03-31 14:44:40 main:574] : INFO : Epoch 2026 | loss: 0.0310964 | val_loss: 0.0311903 | Time: 3343.21 ms
[2022-03-31 14:44:43 main:574] : INFO : Epoch 2027 | loss: 0.0310918 | val_loss: 0.0311905 | Time: 3525.16 ms
[2022-03-31 14:44:47 main:574] : INFO : Epoch 2028 | loss: 0.0310899 | val_loss: 0.031189 | Time: 3740.65 ms
[2022-03-31 14:44:51 main:574] : INFO : Epoch 2029 | loss: 0.0310856 | val_loss: 0.0311999 | Time: 3763.77 ms
[2022-03-31 14:44:55 main:574] : INFO : Epoch 2030 | loss: 0.0310837 | val_loss: 0.0311912 | Time: 3896.23 ms
[2022-03-31 14:44:58 main:574] : INFO : Epoch 2031 | loss: 0.0310861 | val_loss: 0.0311934 | Time: 3418.74 ms
[2022-03-31 14:45:02 main:574] : INFO : Epoch 2032 | loss: 0.0310923 | val_loss: 0.0311907 | Time: 3442.48 ms
[2022-03-31 14:45:05 main:574] : INFO : Epoch 2033 | loss: 0.0310885 | val_loss: 0.0311931 | Time: 3348.77 ms
[2022-03-31 14:45:08 main:574] : INFO : Epoch 2034 | loss: 0.0310938 | val_loss: 0.0311845 | Time: 3442.57 ms
[2022-03-31 14:45:12 main:574] : INFO : Epoch 2035 | loss: 0.0310921 | val_loss: 0.0311924 | Time: 3363.22 ms
[2022-03-31 14:45:15 main:574] : INFO : Epoch 2036 | loss: 0.0310908 | val_loss: 0.0311909 | Time: 3419.01 ms
[2022-03-31 14:45:19 main:574] : INFO : Epoch 2037 | loss: 0.0310878 | val_loss: 0.0311869 | Time: 3688.47 ms
[2022-03-31 14:45:22 main:574] : INFO : Epoch 2038 | loss: 0.0310829 | val_loss: 0.0312137 | Time: 3669.16 ms
[2022-03-31 14:45:26 main:574] : INFO : Epoch 2039 | loss: 0.0310861 | val_loss: 0.0311949 | Time: 3910.55 ms
[2022-03-31 14:45:30 main:574] : INFO : Epoch 2040 | loss: 0.0310858 | val_loss: 0.0312012 | Time: 3729.51 ms
[2022-03-31 14:45:34 main:574] : INFO : Epoch 2041 | loss: 0.0310813 | val_loss: 0.0312149 | Time: 3450.85 ms
[2022-03-31 14:45:37 main:574] : INFO : Epoch 2042 | loss: 0.0310792 | val_loss: 0.0311985 | Time: 3502.42 ms
[2022-03-31 14:45:41 main:574] : INFO : Epoch 2043 | loss: 0.0310806 | val_loss: 0.0312152 | Time: 3871 ms
[2022-03-31 14:45:45 main:574] : INFO : Epoch 2044 | loss: 0.0310802 | val_loss: 0.0311937 | Time: 3792.48 ms
[2022-03-31 14:45:48 main:574] : INFO : Epoch 2045 | loss: 0.0310787 | val_loss: 0.0311965 | Time: 3605.85 ms
[2022-03-31 14:45:52 main:574] : INFO : Epoch 2046 | loss: 0.0310781 | val_loss: 0.0311964 | Time: 3330.66 ms
[2022-03-31 14:45:55 main:574] : INFO : Epoch 2047 | loss: 0.0310773 | val_loss: 0.0312035 | Time: 3392.12 ms
[2022-03-31 14:45:59 main:574] : INFO : Epoch 2048 | loss: 0.0310754 | val_loss: 0.0312036 | Time: 3593.48 ms
[2022-03-31 14:45:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312036
[2022-03-31 14:45:59 main:603] : INFO : Saving end state to config to file
[2022-03-31 14:45:59 main:608] : INFO : Success, exiting..
14:45:59 (11380): 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)