Task 12952699
| Name | ParityModified-1647040457-14202-0_0 |
| Workunit | 10085040 |
| Created | 11 Mar 2022, 23:14:18 UTC |
| Sent | 12 Mar 2022, 6:49:05 UTC |
| Report deadline | 20 Mar 2022, 6:49:05 UTC |
| Received | 12 Mar 2022, 10:25:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 53 min 2 sec |
| CPU time | 1 hours 50 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 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: 0.0310152 | val_loss: 0.031255 | Time: 3326.67 ms
[2022-03-12 10:57:11 main:574] : INFO : Epoch 1543 | loss: 0.0310123 | val_loss: 0.0312857 | Time: 3257.66 ms
[2022-03-12 10:57:14 main:574] : INFO : Epoch 1544 | loss: 0.0310178 | val_loss: 0.0312485 | Time: 3267.51 ms
[2022-03-12 10:57:18 main:574] : INFO : Epoch 1545 | loss: 0.0310177 | val_loss: 0.0312569 | Time: 3284.88 ms
[2022-03-12 10:57:21 main:574] : INFO : Epoch 1546 | loss: 0.0310167 | val_loss: 0.0312365 | Time: 3248.88 ms
[2022-03-12 10:57:24 main:574] : INFO : Epoch 1547 | loss: 0.0310108 | val_loss: 0.0312604 | Time: 3322.09 ms
[2022-03-12 10:57:28 main:574] : INFO : Epoch 1548 | loss: 0.031012 | val_loss: 0.0312675 | Time: 3305.58 ms
[2022-03-12 10:57:31 main:574] : INFO : Epoch 1549 | loss: 0.0310139 | val_loss: 0.0312593 | Time: 3298.99 ms
[2022-03-12 10:57:34 main:574] : INFO : Epoch 1550 | loss: 0.0310219 | val_loss: 0.0312546 | Time: 3313.85 ms
[2022-03-12 10:57:37 main:574] : INFO : Epoch 1551 | loss: 0.0310255 | val_loss: 0.0312732 | Time: 3232.07 ms
[2022-03-12 10:57:41 main:574] : INFO : Epoch 1552 | loss: 0.0310207 | val_loss: 0.0312619 | Time: 3271.12 ms
[2022-03-12 10:57:44 main:574] : INFO : Epoch 1553 | loss: 0.0310141 | val_loss: 0.031259 | Time: 3276.02 ms
[2022-03-12 10:57:47 main:574] : INFO : Epoch 1554 | loss: 0.0310103 | val_loss: 0.0312689 | Time: 3262.72 ms
[2022-03-12 10:57:50 main:574] : INFO : Epoch 1555 | loss: 0.031012 | val_loss: 0.0312356 | Time: 3285.55 ms
[2022-03-12 10:57:54 main:574] : INFO : Epoch 1556 | loss: 0.0310084 | val_loss: 0.0312578 | Time: 3269 ms
[2022-03-12 10:57:57 main:574] : INFO : Epoch 1557 | loss: 0.0310077 | val_loss: 0.0312481 | Time: 3287.48 ms
[2022-03-12 10:58:00 main:574] : INFO : Epoch 1558 | loss: 0.0310063 | val_loss: 0.0312626 | Time: 3289.97 ms
[2022-03-12 10:58:04 main:574] : INFO : Epoch 1559 | loss: 0.031028 | val_loss: 0.0312657 | Time: 3250.13 ms
[2022-03-12 10:58:07 main:574] : INFO : Epoch 1560 | loss: 0.0310322 | val_loss: 0.0312367 | Time: 3331.66 ms
[2022-03-12 10:58:10 main:574] : INFO : Epoch 1561 | loss: 0.0310203 | val_loss: 0.031256 | Time: 3301.2 ms
[2022-03-12 10:58:14 main:574] : INFO : Epoch 1562 | loss: 0.0310113 | val_loss: 0.0312651 | Time: 3308.84 ms
[2022-03-12 10:58:17 main:574] : INFO : Epoch 1563 | loss: 0.031013 | val_loss: 0.0312539 | Time: 3287.05 ms
[2022-03-12 10:58:20 main:574] : INFO : Epoch 1564 | loss: 0.0310142 | val_loss: 0.0312531 | Time: 3310.55 ms
[2022-03-12 10:58:23 main:574] : INFO : Epoch 1565 | loss: 0.0310113 | val_loss: 0.0312546 | Time: 3274.98 ms
[2022-03-12 10:58:27 main:574] : INFO : Epoch 1566 | loss: 0.0310187 | val_loss: 0.0312614 | Time: 3239.42 ms
[2022-03-12 10:58:30 main:574] : INFO : Epoch 1567 | loss: 0.0310147 | val_loss: 0.0312683 | Time: 3302.61 ms
[2022-03-12 10:58:33 main:574] : INFO : Epoch 1568 | loss: 0.0310077 | val_loss: 0.0312418 | Time: 3264.26 ms
[2022-03-12 10:58:37 main:574] : INFO : Epoch 1569 | loss: 0.0310063 | val_loss: 0.0312542 | Time: 3296.9 ms
[2022-03-12 10:58:40 main:574] : INFO : Epoch 1570 | loss: 0.0310078 | val_loss: 0.031268 | Time: 3325.94 ms
[2022-03-12 10:58:43 main:574] : INFO : Epoch 1571 | loss: 0.0310179 | val_loss: 0.0312587 | Time: 3255.8 ms
[2022-03-12 10:58:46 main:574] : INFO : Epoch 1572 | loss: 0.0310149 | val_loss: 0.0312616 | Time: 3336.82 ms
[2022-03-12 10:58:50 main:574] : INFO : Epoch 1573 | loss: 0.0310165 | val_loss: 0.0312394 | Time: 3319.47 ms
[2022-03-12 10:58:53 main:574] : INFO : Epoch 1574 | loss: 0.0310204 | val_loss: 0.03124 | Time: 3293.44 ms
[2022-03-12 10:58:56 main:574] : INFO : Epoch 1575 | loss: 0.0310129 | val_loss: 0.0312619 | Time: 3262.31 ms
[2022-03-12 10:59:00 main:574] : INFO : Epoch 1576 | loss: 0.0310089 | val_loss: 0.0312541 | Time: 3339.86 ms
[2022-03-12 10:59:03 main:574] : INFO : Epoch 1577 | loss: 0.0310065 | val_loss: 0.0312539 | Time: 3286.85 ms
[2022-03-12 10:59:06 main:574] : INFO : Epoch 1578 | loss: 0.0310119 | val_loss: 0.0312663 | Time: 3257.09 ms
[2022-03-12 10:59:10 main:574] : INFO : Epoch 1579 | loss: 0.0310114 | val_loss: 0.0312551 | Time: 3322.35 ms
[2022-03-12 10:59:13 main:574] : INFO : Epoch 1580 | loss: 0.0310166 | val_loss: 0.0312676 | Time: 3380.38 ms
[2022-03-12 10:59:16 main:574] : INFO : Epoch 1581 | loss: 0.0310132 | val_loss: 0.0312609 | Time: 3248.53 ms
[2022-03-12 10:59:20 main:574] : INFO : Epoch 1582 | loss: 0.031007 | val_loss: 0.0312551 | Time: 3330.63 ms
[2022-03-12 10:59:23 main:574] : INFO : Epoch 1583 | loss: 0.0310095 | val_loss: 0.0312684 | Time: 3311.68 ms
[2022-03-12 10:59:26 main:574] : INFO : Epoch 1584 | loss: 0.0310101 | val_loss: 0.0312566 | Time: 3243.22 ms
[2022-03-12 10:59:29 main:574] : INFO : Epoch 1585 | loss: 0.0310106 | val_loss: 0.0312558 | Time: 3322.01 ms
[2022-03-12 10:59:33 main:574] : INFO : Epoch 1586 | loss: 0.0310173 | val_loss: 0.0312581 | Time: 3294.5 ms
[2022-03-12 10:59:36 main:574] : INFO : Epoch 1587 | loss: 0.0310128 | val_loss: 0.031279 | Time: 3414.36 ms
[2022-03-12 10:59:39 main:574] : INFO : Epoch 1588 | loss: 0.0310111 | val_loss: 0.0312572 | Time: 3328.16 ms
[2022-03-12 10:59:43 main:574] : INFO : Epoch 1589 | loss: 0.0310073 | val_loss: 0.0312647 | Time: 3313.32 ms
[2022-03-12 10:59:46 main:574] : INFO : Epoch 1590 | loss: 0.0310094 | val_loss: 0.0312416 | Time: 3300.04 ms
[2022-03-12 10:59:49 main:574] : INFO : Epoch 1591 | loss: 0.031006 | val_loss: 0.0312564 | Time: 3265.97 ms
[2022-03-12 10:59:53 main:574] : INFO : Epoch 1592 | loss: 0.0310139 | val_loss: 0.0312612 | Time: 3281.95 ms
[2022-03-12 10:59:56 main:574] : INFO : Epoch 1593 | loss: 0.0310126 | val_loss: 0.0312685 | Time: 3357.78 ms
[2022-03-12 10:59:59 main:574] : INFO : Epoch 1594 | loss: 0.0310104 | val_loss: 0.0312589 | Time: 3300.52 ms
[2022-03-12 11:00:03 main:574] : INFO : Epoch 1595 | loss: 0.0310203 | val_loss: 0.0312572 | Time: 3349.72 ms
[2022-03-12 11:00:06 main:574] : INFO : Epoch 1596 | loss: 0.0310286 | val_loss: 0.0312629 | Time: 3344.78 ms
[2022-03-12 11:00:10 main:574] : INFO : Epoch 1597 | loss: 0.0310275 | val_loss: 0.0312565 | Time: 3616.47 ms
[2022-03-12 11:00:13 main:574] : INFO : Epoch 1598 | loss: 0.0310205 | val_loss: 0.0312622 | Time: 3398.7 ms
[2022-03-12 11:00:17 main:574] : INFO : Epoch 1599 | loss: 0.0310149 | val_loss: 0.0312457 | Time: 3721.26 ms
[2022-03-12 11:00:20 main:574] : INFO : Epoch 1600 | loss: 0.0310078 | val_loss: 0.0312733 | Time: 3533.88 ms
[2022-03-12 11:00:24 main:574] : INFO : Epoch 1601 | loss: 0.0310146 | val_loss: 0.0312451 | Time: 3376.67 ms
[2022-03-12 11:00:27 main:574] : INFO : Epoch 1602 | loss: 0.0310193 | val_loss: 0.0312572 | Time: 3383.27 ms
[2022-03-12 11:00:30 main:574] : INFO : Epoch 1603 | loss: 0.031017 | val_loss: 0.0312315 | Time: 3390.01 ms
[2022-03-12 11:00:34 main:574] : INFO : Epoch 1604 | loss: 0.0310121 | val_loss: 0.0312682 | Time: 3401.46 ms
[2022-03-12 11:00:37 main:574] : INFO : Epoch 1605 | loss: 0.0310143 | val_loss: 0.0312533 | Time: 3430.27 ms
[2022-03-12 11:00:41 main:574] : INFO : Epoch 1606 | loss: 0.0310147 | val_loss: 0.0312603 | Time: 3326.28 ms
[2022-03-12 11:00:44 main:574] : INFO : Epoch 1607 | loss: 0.0310123 | val_loss: 0.0312848 | Time: 3237.49 ms
[2022-03-12 11:00:47 main:574] : INFO : Epoch 1608 | loss: 0.0310113 | val_loss: 0.0312702 | Time: 3472.67 ms
[2022-03-12 11:00:51 main:574] : INFO : Epoch 1609 | loss: 0.0310179 | val_loss: 0.0312536 | Time: 3310.98 ms
[2022-03-12 11:00:54 main:574] : INFO : Epoch 1610 | loss: 0.0310136 | val_loss: 0.0312494 | Time: 3301.17 ms
[2022-03-12 11:00:57 main:574] : INFO : Epoch 1611 | loss: 0.0310079 | val_loss: 0.0312625 | Time: 3397.28 ms
[2022-03-12 11:01:01 main:574] : INFO : Epoch 1612 | loss: 0.031012 | val_loss: 0.0312531 | Time: 3439.69 ms
[2022-03-12 11:01:04 main:574] : INFO : Epoch 1613 | loss: 0.0310122 | val_loss: 0.0312469 | Time: 3341.94 ms
[2022-03-12 11:01:07 main:574] : INFO : Epoch 1614 | loss: 0.0310162 | val_loss: 0.0312437 | Time: 3288.35 ms
[2022-03-12 11:01:11 main:574] : INFO : Epoch 1615 | loss: 0.0310199 | val_loss: 0.0312512 | Time: 3352.81 ms
[2022-03-12 11:01:14 main:574] : INFO : Epoch 1616 | loss: 0.031018 | val_loss: 0.0312641 | Time: 3350.48 ms
[2022-03-12 11:01:17 main:574] : INFO : Epoch 1617 | loss: 0.031016 | val_loss: 0.0312529 | Time: 3287.63 ms
[2022-03-12 11:01:21 main:574] : INFO : Epoch 1618 | loss: 0.0310108 | val_loss: 0.0312335 | Time: 3335.49 ms
[2022-03-12 11:01:24 main:574] : INFO : Epoch 1619 | loss: 0.0310221 | val_loss: 0.0312227 | Time: 3480.72 ms
[2022-03-12 11:01:28 main:574] : INFO : Epoch 1620 | loss: 0.0310196 | val_loss: 0.031246 | Time: 3277.38 ms
[2022-03-12 11:01:31 main:574] : INFO : Epoch 1621 | loss: 0.0310139 | val_loss: 0.0312452 | Time: 3433.14 ms
[2022-03-12 11:01:34 main:574] : INFO : Epoch 1622 | loss: 0.0310233 | val_loss: 0.0312817 | Time: 3311.22 ms
[2022-03-12 11:01:38 main:574] : INFO : Epoch 1623 | loss: 0.0310158 | val_loss: 0.0312753 | Time: 3277.04 ms
[2022-03-12 11:01:41 main:574] : INFO : Epoch 1624 | loss: 0.0310053 | val_loss: 0.0312544 | Time: 3321.87 ms
[2022-03-12 11:01:44 main:574] : INFO : Epoch 1625 | loss: 0.03101 | val_loss: 0.0312625 | Time: 3399.98 ms
[2022-03-12 11:01:48 main:574] : INFO : Epoch 1626 | loss: 0.031016 | val_loss: 0.0312391 | Time: 3471.25 ms
[2022-03-12 11:01:51 main:574] : INFO : Epoch 1627 | loss: 0.031018 | val_loss: 0.031254 | Time: 3510.59 ms
[2022-03-12 11:01:55 main:574] : INFO : Epoch 1628 | loss: 0.0310244 | val_loss: 0.0312685 | Time: 4114.44 ms
[2022-03-12 11:01:59 main:574] : INFO : Epoch 1629 | loss: 0.0310145 | val_loss: 0.0312489 | Time: 3374.62 ms
[2022-03-12 11:02:02 main:574] : INFO : Epoch 1630 | loss: 0.0310132 | val_loss: 0.0312622 | Time: 3314.58 ms
[2022-03-12 11:02:06 main:574] : INFO : Epoch 1631 | loss: 0.0310113 | val_loss: 0.0312486 | Time: 3909.85 ms
[2022-03-12 11:02:09 main:574] : INFO : Epoch 1632 | loss: 0.0310101 | val_loss: 0.0312523 | Time: 3303.99 ms
[2022-03-12 11:02:13 main:574] : INFO : Epoch 1633 | loss: 0.0310107 | val_loss: 0.0312499 | Time: 3302.3 ms
[2022-03-12 11:02:16 main:574] : INFO : Epoch 1634 | loss: 0.0310158 | val_loss: 0.0312796 | Time: 3281.97 ms
[2022-03-12 11:02:19 main:574] : INFO : Epoch 1635 | loss: 0.0310163 | val_loss: 0.031253 | Time: 3301.29 ms
[2022-03-12 11:02:23 main:574] : INFO : Epoch 1636 | loss: 0.0310156 | val_loss: 0.0312658 | Time: 3281.87 ms
[2022-03-12 11:02:26 main:574] : INFO : Epoch 1637 | loss: 0.0310192 | val_loss: 0.0312393 | Time: 3286.04 ms
[2022-03-12 11:02:29 main:574] : INFO : Epoch 1638 | loss: 0.0310109 | val_loss: 0.031264 | Time: 3296.49 ms
[2022-03-12 11:02:32 main:574] : INFO : Epoch 1639 | loss: 0.0310172 | val_loss: 0.0312462 | Time: 3327.87 ms
[2022-03-12 11:02:36 main:574] : INFO : Epoch 1640 | loss: 0.0310105 | val_loss: 0.031256 | Time: 3331.12 ms
[2022-03-12 11:02:39 main:574] : INFO : Epoch 1641 | loss: 0.0310089 | val_loss: 0.0312398 | Time: 3341.6 ms
[2022-03-12 11:02:42 main:574] : INFO : Epoch 1642 | loss: 0.0310195 | val_loss: 0.0312818 | Time: 3284.71 ms
[2022-03-12 11:02:46 main:574] : INFO : Epoch 1643 | loss: 0.0310186 | val_loss: 0.0312702 | Time: 3432.42 ms
[2022-03-12 11:02:49 main:574] : INFO : Epoch 1644 | loss: 0.0310203 | val_loss: 0.0312677 | Time: 3296.35 ms
[2022-03-12 11:02:53 main:574] : INFO : Epoch 1645 | loss: 0.0310131 | val_loss: 0.0312629 | Time: 3391.64 ms
[2022-03-12 11:02:56 main:574] : INFO : Epoch 1646 | loss: 0.0310118 | val_loss: 0.0312682 | Time: 3330.58 ms
[2022-03-12 11:02:59 main:574] : INFO : Epoch 1647 | loss: 0.0310214 | val_loss: 0.0312533 | Time: 3339.66 ms
[2022-03-12 11:03:03 main:574] : INFO : Epoch 1648 | loss: 0.0310234 | val_loss: 0.0312614 | Time: 3473.04 ms
[2022-03-12 11:03:06 main:574] : INFO : Epoch 1649 | loss: 0.0310124 | val_loss: 0.0312733 | Time: 3394 ms
[2022-03-12 11:03:09 main:574] : INFO : Epoch 1650 | loss: 0.0310122 | val_loss: 0.0312537 | Time: 3386.66 ms
[2022-03-12 11:03:13 main:574] : INFO : Epoch 1651 | loss: 0.0310167 | val_loss: 0.031259 | Time: 3399.31 ms
[2022-03-12 11:03:16 main:574] : INFO : Epoch 1652 | loss: 0.0310136 | val_loss: 0.0312709 | Time: 3424.13 ms
[2022-03-12 11:03:20 main:574] : INFO : Epoch 1653 | loss: 0.0310142 | val_loss: 0.0312481 | Time: 3291.18 ms
[2022-03-12 11:03:23 main:574] : INFO : Epoch 1654 | loss: 0.0310163 | val_loss: 0.0312403 | Time: 3442.26 ms
[2022-03-12 11:03:26 main:574] : INFO : Epoch 1655 | loss: 0.0310242 | val_loss: 0.0312611 | Time: 3437.89 ms
[2022-03-12 11:03:30 main:574] : INFO : Epoch 1656 | loss: 0.0310173 | val_loss: 0.0312682 | Time: 3370.95 ms
[2022-03-12 11:03:33 main:574] : INFO : Epoch 1657 | loss: 0.0310238 | val_loss: 0.031259 | Time: 3342.07 ms
[2022-03-12 11:03:37 main:574] : INFO : Epoch 1658 | loss: 0.0310247 | val_loss: 0.0312393 | Time: 3290.95 ms
[2022-03-12 11:03:40 main:574] : INFO : Epoch 1659 | loss: 0.0310142 | val_loss: 0.0312407 | Time: 3394.26 ms
[2022-03-12 11:03:43 main:574] : INFO : Epoch 1660 | loss: 0.0310182 | val_loss: 0.0312563 | Time: 3344.64 ms
[2022-03-12 11:03:47 main:574] : INFO : Epoch 1661 | loss: 0.0310161 | val_loss: 0.0312584 | Time: 3309.28 ms
[2022-03-12 11:03:50 main:574] : INFO : Epoch 1662 | loss: 0.0310173 | val_loss: 0.0312682 | Time: 3365.3 ms
[2022-03-12 11:03:53 main:574] : INFO : Epoch 1663 | loss: 0.0310068 | val_loss: 0.0312708 | Time: 3301.22 ms
[2022-03-12 11:03:57 main:574] : INFO : Epoch 1664 | loss: 0.0310146 | val_loss: 0.0312594 | Time: 3359.12 ms
[2022-03-12 11:04:00 main:574] : INFO : Epoch 1665 | loss: 0.0310166 | val_loss: 0.0312368 | Time: 3340.81 ms
[2022-03-12 11:04:03 main:574] : INFO : Epoch 1666 | loss: 0.0310139 | val_loss: 0.0312426 | Time: 3299.64 ms
[2022-03-12 11:04:07 main:574] : INFO : Epoch 1667 | loss: 0.0310067 | val_loss: 0.0312729 | Time: 3324.7 ms
[2022-03-12 11:04:10 main:574] : INFO : Epoch 1668 | loss: 0.0310124 | val_loss: 0.0312526 | Time: 3519.35 ms
[2022-03-12 11:04:14 main:574] : INFO : Epoch 1669 | loss: 0.0310051 | val_loss: 0.0312501 | Time: 3717.28 ms
[2022-03-12 11:04:18 main:574] : INFO : Epoch 1670 | loss: 0.03101 | val_loss: 0.0312416 | Time: 3715.64 ms
[2022-03-12 11:04:21 main:574] : INFO : Epoch 1671 | loss: 0.0310137 | val_loss: 0.0312797 | Time: 3660.57 ms
[2022-03-12 11:04:25 main:574] : INFO : Epoch 1672 | loss: 0.0310136 | val_loss: 0.0312574 | Time: 3670.59 ms
[2022-03-12 11:04:29 main:574] : INFO : Epoch 1673 | loss: 0.0310162 | val_loss: 0.0312795 | Time: 3807.01 ms
[2022-03-12 11:04:32 main:574] : INFO : Epoch 1674 | loss: 0.0310213 | val_loss: 0.0312489 | Time: 3698.14 ms
[2022-03-12 11:04:36 main:574] : INFO : Epoch 1675 | loss: 0.0310188 | val_loss: 0.0312426 | Time: 3655.53 ms
[2022-03-12 11:04:40 main:574] : INFO : Epoch 1676 | loss: 0.0310095 | val_loss: 0.0312569 | Time: 3807.88 ms
[2022-03-12 11:04:44 main:574] : INFO : Epoch 1677 | loss: 0.0310091 | val_loss: 0.031261 | Time: 3726.98 ms
[2022-03-12 11:04:47 main:574] : INFO : Epoch 1678 | loss: 0.0310143 | val_loss: 0.0312743 | Time: 3695.17 ms
[2022-03-12 11:04:51 main:574] : INFO : Epoch 1679 | loss: 0.0310207 | val_loss: 0.0312692 | Time: 3753.67 ms
[2022-03-12 11:04:55 main:574] : INFO : Epoch 1680 | loss: 0.031017 | val_loss: 0.0312457 | Time: 3621.47 ms
[2022-03-12 11:04:58 main:574] : INFO : Epoch 1681 | loss: 0.0310272 | val_loss: 0.0312563 | Time: 3635.39 ms
[2022-03-12 11:05:02 main:574] : INFO : Epoch 1682 | loss: 0.031016 | val_loss: 0.0312668 | Time: 3659.16 ms
[2022-03-12 11:05:06 main:574] : INFO : Epoch 1683 | loss: 0.031017 | val_loss: 0.0312472 | Time: 3680.5 ms
[2022-03-12 11:05:09 main:574] : INFO : Epoch 1684 | loss: 0.0310197 | val_loss: 0.0312437 | Time: 3605.89 ms
[2022-03-12 11:05:13 main:574] : INFO : Epoch 1685 | loss: 0.0310156 | val_loss: 0.0312781 | Time: 3660.09 ms
[2022-03-12 11:05:17 main:574] : INFO : Epoch 1686 | loss: 0.031013 | val_loss: 0.0312507 | Time: 3726.91 ms
[2022-03-12 11:05:20 main:574] : INFO : Epoch 1687 | loss: 0.0310122 | val_loss: 0.0312747 | Time: 3684.05 ms
[2022-03-12 11:05:24 main:574] : INFO : Epoch 1688 | loss: 0.0310205 | val_loss: 0.0312518 | Time: 3699.2 ms
[2022-03-12 11:05:28 main:574] : INFO : Epoch 1689 | loss: 0.0310121 | val_loss: 0.0312647 | Time: 3718.52 ms
[2022-03-12 11:05:31 main:574] : INFO : Epoch 1690 | loss: 0.0310164 | val_loss: 0.031234 | Time: 3587.24 ms
[2022-03-12 11:05:35 main:574] : INFO : Epoch 1691 | loss: 0.0310173 | val_loss: 0.0312656 | Time: 3628.16 ms
[2022-03-12 11:05:39 main:574] : INFO : Epoch 1692 | loss: 0.0310134 | val_loss: 0.0312512 | Time: 3808.72 ms
[2022-03-12 11:05:42 main:574] : INFO : Epoch 1693 | loss: 0.0310132 | val_loss: 0.0312592 | Time: 3629.06 ms
[2022-03-12 11:05:46 main:574] : INFO : Epoch 1694 | loss: 0.0310123 | val_loss: 0.0312496 | Time: 3643.64 ms
[2022-03-12 11:05:50 main:574] : INFO : Epoch 1695 | loss: 0.0310194 | val_loss: 0.0312553 | Time: 3773.72 ms
[2022-03-12 11:05:54 main:574] : INFO : Epoch 1696 | loss: 0.0310124 | val_loss: 0.0312746 | Time: 3647.95 ms
[2022-03-12 11:05:57 main:574] : INFO : Epoch 1697 | loss: 0.0310042 | val_loss: 0.0312617 | Time: 3639.42 ms
[2022-03-12 11:06:01 main:574] : INFO : Epoch 1698 | loss: 0.0310036 | val_loss: 0.031272 | Time: 3707.57 ms
[2022-03-12 11:06:05 main:574] : INFO : Epoch 1699 | loss: 0.0310046 | val_loss: 0.0312637 | Time: 3653.41 ms
[2022-03-12 11:06:08 main:574] : INFO : Epoch 1700 | loss: 0.0310064 | val_loss: 0.0312577 | Time: 3648.7 ms
[2022-03-12 11:06:12 main:574] : INFO : Epoch 1701 | loss: 0.0310075 | val_loss: 0.0312873 | Time: 3743.72 ms
[2022-03-12 11:06:16 main:574] : INFO : Epoch 1702 | loss: 0.0310087 | val_loss: 0.0312524 | Time: 3740.92 ms
[2022-03-12 11:06:19 main:574] : INFO : Epoch 1703 | loss: 0.031018 | val_loss: 0.0312499 | Time: 3686.48 ms
[2022-03-12 11:06:23 main:574] : INFO : Epoch 1704 | loss: 0.0310236 | val_loss: 0.0312517 | Time: 3653.84 ms
[2022-03-12 11:06:27 main:574] : INFO : Epoch 1705 | loss: 0.0310177 | val_loss: 0.031276 | Time: 3704.89 ms
[2022-03-12 11:06:30 main:574] : INFO : Epoch 1706 | loss: 0.0310117 | val_loss: 0.031248 | Time: 3726.19 ms
[2022-03-12 11:06:34 main:574] : INFO : Epoch 1707 | loss: 0.031015 | val_loss: 0.0312425 | Time: 3612.84 ms
[2022-03-12 11:06:38 main:574] : INFO : Epoch 1708 | loss: 0.0310114 | val_loss: 0.0312566 | Time: 3709 ms
[2022-03-12 11:06:42 main:574] : INFO : Epoch 1709 | loss: 0.0310086 | val_loss: 0.0312477 | Time: 3728.69 ms
[2022-03-12 11:06:45 main:574] : INFO : Epoch 1710 | loss: 0.0310124 | val_loss: 0.0312638 | Time: 3739.04 ms
[2022-03-12 11:06:49 main:574] : INFO : Epoch 1711 | loss: 0.0310127 | val_loss: 0.0312584 | Time: 3752.32 ms
[2022-03-12 11:06:53 main:574] : INFO : Epoch 1712 | loss: 0.0310093 | val_loss: 0.0312719 | Time: 3690.46 ms
[2022-03-12 11:06:56 main:574] : INFO : Epoch 1713 | loss: 0.0310056 | val_loss: 0.0312477 | Time: 3662.96 ms
[2022-03-12 11:07:00 main:574] : INFO : Epoch 1714 | loss: 0.0310105 | val_loss: 0.0312843 | Time: 3735.31 ms
[2022-03-12 11:07:04 main:574] : INFO : Epoch 1715 | loss: 0.0310183 | val_loss: 0.0312448 | Time: 3643.54 ms
[2022-03-12 11:07:07 main:574] : INFO : Epoch 1716 | loss: 0.0310118 | val_loss: 0.0312705 | Time: 3678.76 ms
[2022-03-12 11:07:11 main:574] : INFO : Epoch 1717 | loss: 0.0310063 | val_loss: 0.0312752 | Time: 3754.81 ms
[2022-03-12 11:07:15 main:574] : INFO : Epoch 1718 | loss: 0.0310165 | val_loss: 0.0312578 | Time: 3675.9 ms
[2022-03-12 11:07:19 main:574] : INFO : Epoch 1719 | loss: 0.0310108 | val_loss: 0.0312545 | Time: 3673.77 ms
[2022-03-12 11:07:22 main:574] : INFO : Epoch 1720 | loss: 0.0310163 | val_loss: 0.0312279 | Time: 3626.11 ms
[2022-03-12 11:07:26 main:574] : INFO : Epoch 1721 | loss: 0.0310168 | val_loss: 0.0312615 | Time: 3433.89 ms
[2022-03-12 11:07:29 main:574] : INFO : Epoch 1722 | loss: 0.0310069 | val_loss: 0.0312475 | Time: 3391.64 ms
[2022-03-12 11:07:32 main:574] : INFO : Epoch 1723 | loss: 0.0310284 | val_loss: 0.0312611 | Time: 3438.17 ms
[2022-03-12 11:07:36 main:574] : INFO : Epoch 1724 | loss: 0.0310249 | val_loss: 0.0312539 | Time: 3394.91 ms
[2022-03-12 11:07:39 main:574] : INFO : Epoch 1725 | loss: 0.0310132 | val_loss: 0.0312507 | Time: 3427.09 ms
[2022-03-12 11:07:43 main:574] : INFO : Epoch 1726 | loss: 0.0310152 | val_loss: 0.0312614 | Time: 3509.76 ms
[2022-03-12 11:07:46 main:574] : INFO : Epoch 1727 | loss: 0.0310146 | val_loss: 0.0312602 | Time: 3469.75 ms
[2022-03-12 11:07:50 main:574] : INFO : Epoch 1728 | loss: 0.0310147 | val_loss: 0.03127 | Time: 3320.93 ms
[2022-03-12 11:07:53 main:574] : INFO : Epoch 1729 | loss: 0.0310096 | val_loss: 0.031271 | Time: 3271.79 ms
[2022-03-12 11:07:56 main:574] : INFO : Epoch 1730 | loss: 0.0310089 | val_loss: 0.0312243 | Time: 3391.39 ms
[2022-03-12 11:08:00 main:574] : INFO : Epoch 1731 | loss: 0.0310114 | val_loss: 0.0312603 | Time: 3367.33 ms
[2022-03-12 11:08:03 main:574] : INFO : Epoch 1732 | loss: 0.0310068 | val_loss: 0.0312661 | Time: 3411.6 ms
[2022-03-12 11:08:06 main:574] : INFO : Epoch 1733 | loss: 0.0310048 | val_loss: 0.0312421 | Time: 3408.77 ms
[2022-03-12 11:08:10 main:574] : INFO : Epoch 1734 | loss: 0.0310067 | val_loss: 0.0312484 | Time: 3419.98 ms
[2022-03-12 11:08:13 main:574] : INFO : Epoch 1735 | loss: 0.031008 | val_loss: 0.0312612 | Time: 3331.16 ms
[2022-03-12 11:08:17 main:574] : INFO : Epoch 1736 | loss: 0.0310195 | val_loss: 0.0312362 | Time: 3418.52 ms
[2022-03-12 11:08:20 main:574] : INFO : Epoch 1737 | loss: 0.0310092 | val_loss: 0.0312525 | Time: 3289.89 ms
[2022-03-12 11:08:23 main:574] : INFO : Epoch 1738 | loss: 0.0310084 | val_loss: 0.0312695 | Time: 3354.71 ms
[2022-03-12 11:08:27 main:574] : INFO : Epoch 1739 | loss: 0.0310133 | val_loss: 0.03127 | Time: 3313.93 ms
[2022-03-12 11:08:30 main:574] : INFO : Epoch 1740 | loss: 0.0310134 | val_loss: 0.0312715 | Time: 3289.99 ms
[2022-03-12 11:08:33 main:574] : INFO : Epoch 1741 | loss: 0.0310092 | val_loss: 0.0312575 | Time: 3300.66 ms
[2022-03-12 11:08:37 main:574] : INFO : Epoch 1742 | loss: 0.0310055 | val_loss: 0.031258 | Time: 3320.88 ms
[2022-03-12 11:08:40 main:574] : INFO : Epoch 1743 | loss: 0.0310062 | val_loss: 0.0312503 | Time: 3240.64 ms
[2022-03-12 11:08:43 main:574] : INFO : Epoch 1744 | loss: 0.0310103 | val_loss: 0.0312648 | Time: 3269.86 ms
[2022-03-12 11:08:46 main:574] : INFO : Epoch 1745 | loss: 0.0310081 | val_loss: 0.0312654 | Time: 3340.27 ms
[2022-03-12 11:08:50 main:574] : INFO : Epoch 1746 | loss: 0.0310115 | val_loss: 0.0312438 | Time: 3318.41 ms
[2022-03-12 11:08:53 main:574] : INFO : Epoch 1747 | loss: 0.0310141 | val_loss: 0.0312631 | Time: 3344.13 ms
[2022-03-12 11:08:56 main:574] : INFO : Epoch 1748 | loss: 0.0310133 | val_loss: 0.0312525 | Time: 3279.78 ms
[2022-03-12 11:09:00 main:574] : INFO : Epoch 1749 | loss: 0.031013 | val_loss: 0.0312773 | Time: 3261.79 ms
[2022-03-12 11:09:03 main:574] : INFO : Epoch 1750 | loss: 0.0310204 | val_loss: 0.0312638 | Time: 3351.78 ms
[2022-03-12 11:09:06 main:574] : INFO : Epoch 1751 | loss: 0.0310208 | val_loss: 0.0312751 | Time: 3313.7 ms
[2022-03-12 11:09:10 main:574] : INFO : Epoch 1752 | loss: 0.031014 | val_loss: 0.0312629 | Time: 3339.96 ms
[2022-03-12 11:09:13 main:574] : INFO : Epoch 1753 | loss: 0.031014 | val_loss: 0.031253 | Time: 3277.65 ms
[2022-03-12 11:09:16 main:574] : INFO : Epoch 1754 | loss: 0.0310133 | val_loss: 0.0312409 | Time: 3334.23 ms
[2022-03-12 11:09:20 main:574] : INFO : Epoch 1755 | loss: 0.0310155 | val_loss: 0.031255 | Time: 3457.54 ms
[2022-03-12 11:09:23 main:574] : INFO : Epoch 1756 | loss: 0.0310199 | val_loss: 0.0312578 | Time: 3342.67 ms
[2022-03-12 11:09:26 main:574] : INFO : Epoch 1757 | loss: 0.031017 | val_loss: 0.0312432 | Time: 3395.14 ms
[2022-03-12 11:09:30 main:574] : INFO : Epoch 1758 | loss: 0.0310157 | val_loss: 0.031273 | Time: 3430.1 ms
[2022-03-12 11:09:33 main:574] : INFO : Epoch 1759 | loss: 0.0310135 | val_loss: 0.0312731 | Time: 3364.99 ms
[2022-03-12 11:09:37 main:574] : INFO : Epoch 1760 | loss: 0.0310053 | val_loss: 0.0312568 | Time: 3323.12 ms
[2022-03-12 11:09:40 main:574] : INFO : Epoch 1761 | loss: 0.0310128 | val_loss: 0.0312537 | Time: 3378.22 ms
[2022-03-12 11:09:43 main:574] : INFO : Epoch 1762 | loss: 0.0310229 | val_loss: 0.0312552 | Time: 3287.32 ms
[2022-03-12 11:09:47 main:574] : INFO : Epoch 1763 | loss: 0.0310212 | val_loss: 0.0312727 | Time: 3289.81 ms
[2022-03-12 11:09:50 main:574] : INFO : Epoch 1764 | loss: 0.031019 | val_loss: 0.03126 | Time: 3335.67 ms
[2022-03-12 11:09:53 main:574] : INFO : Epoch 1765 | loss: 0.0310127 | val_loss: 0.0312496 | Time: 3278.07 ms
[2022-03-12 11:09:56 main:574] : INFO : Epoch 1766 | loss: 0.0310196 | val_loss: 0.0312345 | Time: 3274.92 ms
[2022-03-12 11:10:00 main:574] : INFO : Epoch 1767 | loss: 0.031012 | val_loss: 0.0312406 | Time: 3291.19 ms
[2022-03-12 11:10:03 main:574] : INFO : Epoch 1768 | loss: 0.0310124 | val_loss: 0.0312567 | Time: 3320.53 ms
[2022-03-12 11:10:06 main:574] : INFO : Epoch 1769 | loss: 0.0310088 | val_loss: 0.0312503 | Time: 3321.66 ms
[2022-03-12 11:10:10 main:574] : INFO : Epoch 1770 | loss: 0.0310081 | val_loss: 0.0312738 | Time: 3255.65 ms
[2022-03-12 11:10:13 main:574] : INFO : Epoch 1771 | loss: 0.0310094 | val_loss: 0.0312542 | Time: 3300.48 ms
[2022-03-12 11:10:16 main:574] : INFO : Epoch 1772 | loss: 0.0310103 | val_loss: 0.0312773 | Time: 3286.84 ms
[2022-03-12 11:10:20 main:574] : INFO : Epoch 1773 | loss: 0.0310087 | val_loss: 0.0312615 | Time: 3456.01 ms
[2022-03-12 11:10:23 main:574] : INFO : Epoch 1774 | loss: 0.0310125 | val_loss: 0.0312793 | Time: 3391.56 ms
[2022-03-12 11:10:26 main:574] : INFO : Epoch 1775 | loss: 0.0310125 | val_loss: 0.0312362 | Time: 3338.74 ms
[2022-03-12 11:10:30 main:574] : INFO : Epoch 1776 | loss: 0.0310139 | val_loss: 0.0312688 | Time: 3278.23 ms
[2022-03-12 11:10:33 main:574] : INFO : Epoch 1777 | loss: 0.0310112 | val_loss: 0.0312499 | Time: 3240.47 ms
[2022-03-12 11:10:36 main:574] : INFO : Epoch 1778 | loss: 0.0310104 | val_loss: 0.0312444 | Time: 3372.93 ms
[2022-03-12 11:10:40 main:574] : INFO : Epoch 1779 | loss: 0.0310119 | val_loss: 0.0312513 | Time: 3315.35 ms
[2022-03-12 11:10:43 main:574] : INFO : Epoch 1780 | loss: 0.0310068 | val_loss: 0.0312788 | Time: 3307.18 ms
[2022-03-12 11:10:46 main:574] : INFO : Epoch 1781 | loss: 0.0310128 | val_loss: 0.0312496 | Time: 3370.54 ms
[2022-03-12 11:10:50 main:574] : INFO : Epoch 1782 | loss: 0.0310133 | val_loss: 0.0312718 | Time: 3248.74 ms
[2022-03-12 11:10:53 main:574] : INFO : Epoch 1783 | loss: 0.0310216 | val_loss: 0.0312583 | Time: 3296.69 ms
[2022-03-12 11:10:56 main:574] : INFO : Epoch 1784 | loss: 0.0310189 | val_loss: 0.0312809 | Time: 3342.57 ms
[2022-03-12 11:11:00 main:574] : INFO : Epoch 1785 | loss: 0.0310159 | val_loss: 0.0312491 | Time: 3292.89 ms
[2022-03-12 11:11:03 main:574] : INFO : Epoch 1786 | loss: 0.0310215 | val_loss: 0.0312607 | Time: 3284.34 ms
[2022-03-12 11:11:06 main:574] : INFO : Epoch 1787 | loss: 0.0310147 | val_loss: 0.0312442 | Time: 3312.08 ms
[2022-03-12 11:11:09 main:574] : INFO : Epoch 1788 | loss: 0.0310207 | val_loss: 0.0312439 | Time: 3325.2 ms
[2022-03-12 11:11:13 main:574] : INFO : Epoch 1789 | loss: 0.0310163 | val_loss: 0.03125 | Time: 3277.35 ms
[2022-03-12 11:11:16 main:574] : INFO : Epoch 1790 | loss: 0.0310128 | val_loss: 0.0312444 | Time: 3245.71 ms
[2022-03-12 11:11:19 main:574] : INFO : Epoch 1791 | loss: 0.0310041 | val_loss: 0.0312583 | Time: 3373.43 ms
[2022-03-12 11:11:23 main:574] : INFO : Epoch 1792 | loss: 0.0310088 | val_loss: 0.0312706 | Time: 3242.64 ms
[2022-03-12 11:11:26 main:574] : INFO : Epoch 1793 | loss: 0.0310132 | val_loss: 0.0312493 | Time: 3321.76 ms
[2022-03-12 11:11:29 main:574] : INFO : Epoch 1794 | loss: 0.0310119 | val_loss: 0.0312658 | Time: 3331.76 ms
[2022-03-12 11:11:33 main:574] : INFO : Epoch 1795 | loss: 0.0310156 | val_loss: 0.0312584 | Time: 3353.77 ms
[2022-03-12 11:11:36 main:574] : INFO : Epoch 1796 | loss: 0.0310182 | val_loss: 0.0312403 | Time: 3331.79 ms
[2022-03-12 11:11:39 main:574] : INFO : Epoch 1797 | loss: 0.0310153 | val_loss: 0.031257 | Time: 3385.83 ms
[2022-03-12 11:11:43 main:574] : INFO : Epoch 1798 | loss: 0.0310093 | val_loss: 0.0312569 | Time: 3460.12 ms
[2022-03-12 11:11:46 main:574] : INFO : Epoch 1799 | loss: 0.0310073 | val_loss: 0.0312589 | Time: 3370.69 ms
[2022-03-12 11:11:50 main:574] : INFO : Epoch 1800 | loss: 0.0310042 | val_loss: 0.0312885 | Time: 3279.58 ms
[2022-03-12 11:11:53 main:574] : INFO : Epoch 1801 | loss: 0.0310021 | val_loss: 0.0312517 | Time: 3348.03 ms
[2022-03-12 11:11:56 main:574] : INFO : Epoch 1802 | loss: 0.0310137 | val_loss: 0.0312521 | Time: 3309.09 ms
[2022-03-12 11:12:00 main:574] : INFO : Epoch 1803 | loss: 0.0310235 | val_loss: 0.0312549 | Time: 3417.22 ms
[2022-03-12 11:12:03 main:574] : INFO : Epoch 1804 | loss: 0.0310146 | val_loss: 0.0312382 | Time: 3409.31 ms
[2022-03-12 11:12:06 main:574] : INFO : Epoch 1805 | loss: 0.0310239 | val_loss: 0.0312314 | Time: 3281.31 ms
[2022-03-12 11:12:10 main:574] : INFO : Epoch 1806 | loss: 0.0310284 | val_loss: 0.0312546 | Time: 3341.3 ms
[2022-03-12 11:12:13 main:574] : INFO : Epoch 1807 | loss: 0.0310151 | val_loss: 0.031272 | Time: 3374.79 ms
[2022-03-12 11:12:16 main:574] : INFO : Epoch 1808 | loss: 0.0310273 | val_loss: 0.0312835 | Time: 3251.75 ms
[2022-03-12 11:12:20 main:574] : INFO : Epoch 1809 | loss: 0.0317602 | val_loss: 0.0319246 | Time: 3269.95 ms
[2022-03-12 11:12:23 main:574] : INFO : Epoch 1810 | loss: 0.0336835 | val_loss: 0.0320973 | Time: 3305.96 ms
[2022-03-12 11:12:26 main:574] : INFO : Epoch 1811 | loss: 0.032008 | val_loss: 0.0313967 | Time: 3285 ms
[2022-03-12 11:12:29 main:574] : INFO : Epoch 1812 | loss: 0.03132 | val_loss: 0.0312773 | Time: 3265.01 ms
[2022-03-12 11:12:33 main:574] : INFO : Epoch 1813 | loss: 0.0312622 | val_loss: 0.0312532 | Time: 3317.25 ms
[2022-03-12 11:12:36 main:574] : INFO : Epoch 1814 | loss: 0.031252 | val_loss: 0.0312498 | Time: 3278.96 ms
[2022-03-12 11:12:39 main:574] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 3352.43 ms
[2022-03-12 11:12:43 main:574] : INFO : Epoch 1816 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 3282.08 ms
[2022-03-12 11:12:46 main:574] : INFO : Epoch 1817 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 3292.2 ms
[2022-03-12 11:12:49 main:574] : INFO : Epoch 1818 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3262.66 ms
[2022-03-12 11:12:53 main:574] : INFO : Epoch 1819 | loss: 0.031247 | val_loss: 0.0312471 | Time: 3348.47 ms
[2022-03-12 11:12:56 main:574] : INFO : Epoch 1820 | loss: 0.031246 | val_loss: 0.0312479 | Time: 3300.33 ms
[2022-03-12 11:12:59 main:574] : INFO : Epoch 1821 | loss: 0.0312457 | val_loss: 0.0312479 | Time: 3239.12 ms
[2022-03-12 11:13:02 main:574] : INFO : Epoch 1822 | loss: 0.031245 | val_loss: 0.0312441 | Time: 3318.33 ms
[2022-03-12 11:13:06 main:574] : INFO : Epoch 1823 | loss: 0.0312419 | val_loss: 0.031242 | Time: 3249.71 ms
[2022-03-12 11:13:09 main:574] : INFO : Epoch 1824 | loss: 0.0312405 | val_loss: 0.0312443 | Time: 3267.67 ms
[2022-03-12 11:13:12 main:574] : INFO : Epoch 1825 | loss: 0.0312381 | val_loss: 0.0312359 | Time: 3250.01 ms
[2022-03-12 11:13:15 main:574] : INFO : Epoch 1826 | loss: 0.031231 | val_loss: 0.0312291 | Time: 3254.47 ms
[2022-03-12 11:13:19 main:574] : INFO : Epoch 1827 | loss: 0.0312274 | val_loss: 0.0312288 | Time: 3272.31 ms
[2022-03-12 11:13:22 main:574] : INFO : Epoch 1828 | loss: 0.0312364 | val_loss: 0.0312498 | Time: 3287.19 ms
[2022-03-12 11:13:25 main:574] : INFO : Epoch 1829 | loss: 0.0312282 | val_loss: 0.0312194 | Time: 3315.57 ms
[2022-03-12 11:13:29 main:574] : INFO : Epoch 1830 | loss: 0.0312158 | val_loss: 0.0312117 | Time: 3321.83 ms
[2022-03-12 11:13:32 main:574] : INFO : Epoch 1831 | loss: 0.0312137 | val_loss: 0.0312237 | Time: 3256.16 ms
[2022-03-12 11:13:35 main:574] : INFO : Epoch 1832 | loss: 0.0312217 | val_loss: 0.0312102 | Time: 3285.33 ms
[2022-03-12 11:13:39 main:574] : INFO : Epoch 1833 | loss: 0.0312071 | val_loss: 0.0312045 | Time: 3282.39 ms
[2022-03-12 11:13:42 main:574] : INFO : Epoch 1834 | loss: 0.0312009 | val_loss: 0.0312087 | Time: 3311.04 ms
[2022-03-12 11:13:45 main:574] : INFO : Epoch 1835 | loss: 0.031215 | val_loss: 0.0312191 | Time: 3295.55 ms
[2022-03-12 11:13:48 main:574] : INFO : Epoch 1836 | loss: 0.0312019 | val_loss: 0.0312321 | Time: 3200.59 ms
[2022-03-12 11:13:52 main:574] : INFO : Epoch 1837 | loss: 0.0312113 | val_loss: 0.0311965 | Time: 3277.38 ms
[2022-03-12 11:13:55 main:574] : INFO : Epoch 1838 | loss: 0.0312087 | val_loss: 0.0312004 | Time: 3319.2 ms
[2022-03-12 11:13:58 main:574] : INFO : Epoch 1839 | loss: 0.0312034 | val_loss: 0.0312295 | Time: 3264.99 ms
[2022-03-12 11:14:02 main:574] : INFO : Epoch 1840 | loss: 0.0312044 | val_loss: 0.0311944 | Time: 3278.42 ms
[2022-03-12 11:14:05 main:574] : INFO : Epoch 1841 | loss: 0.0311901 | val_loss: 0.0311907 | Time: 3273.38 ms
[2022-03-12 11:14:08 main:574] : INFO : Epoch 1842 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 3288.61 ms
[2022-03-12 11:14:11 main:574] : INFO : Epoch 1843 | loss: 0.0311907 | val_loss: 0.0311883 | Time: 3253.3 ms
[2022-03-12 11:14:15 main:574] : INFO : Epoch 1844 | loss: 0.0311854 | val_loss: 0.0311863 | Time: 3342.4 ms
[2022-03-12 11:14:18 main:574] : INFO : Epoch 1845 | loss: 0.0311918 | val_loss: 0.0312204 | Time: 3317.55 ms
[2022-03-12 11:14:21 main:574] : INFO : Epoch 1846 | loss: 0.0311919 | val_loss: 0.0311869 | Time: 3299.13 ms
[2022-03-12 11:14:25 main:574] : INFO : Epoch 1847 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 3296.15 ms
[2022-03-12 11:14:28 main:574] : INFO : Epoch 1848 | loss: 0.0311837 | val_loss: 0.0311897 | Time: 3326.49 ms
[2022-03-12 11:14:31 main:574] : INFO : Epoch 1849 | loss: 0.0311878 | val_loss: 0.0311858 | Time: 3309.65 ms
[2022-03-12 11:14:35 main:574] : INFO : Epoch 1850 | loss: 0.0311835 | val_loss: 0.0311842 | Time: 3349.58 ms
[2022-03-12 11:14:38 main:574] : INFO : Epoch 1851 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 3335.59 ms
[2022-03-12 11:14:41 main:574] : INFO : Epoch 1852 | loss: 0.0311893 | val_loss: 0.0311883 | Time: 3277.5 ms
[2022-03-12 11:14:45 main:574] : INFO : Epoch 1853 | loss: 0.0311825 | val_loss: 0.0311841 | Time: 3284.79 ms
[2022-03-12 11:14:48 main:574] : INFO : Epoch 1854 | loss: 0.031177 | val_loss: 0.0311852 | Time: 3307.03 ms
[2022-03-12 11:14:51 main:574] : INFO : Epoch 1855 | loss: 0.0311792 | val_loss: 0.0311874 | Time: 3371.09 ms
[2022-03-12 11:14:54 main:574] : INFO : Epoch 1856 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 3265.6 ms
[2022-03-12 11:14:58 main:574] : INFO : Epoch 1857 | loss: 0.0311865 | val_loss: 0.0311847 | Time: 3290.98 ms
[2022-03-12 11:15:01 main:574] : INFO : Epoch 1858 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 3301.38 ms
[2022-03-12 11:15:04 main:574] : INFO : Epoch 1859 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 3330.51 ms
[2022-03-12 11:15:08 main:574] : INFO : Epoch 1860 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 3242.4 ms
[2022-03-12 11:15:11 main:574] : INFO : Epoch 1861 | loss: 0.0311797 | val_loss: 0.0311951 | Time: 3280.98 ms
[2022-03-12 11:15:14 main:574] : INFO : Epoch 1862 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 3297.77 ms
[2022-03-12 11:15:17 main:574] : INFO : Epoch 1863 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 3211.61 ms
[2022-03-12 11:15:21 main:574] : INFO : Epoch 1864 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 3242.5 ms
[2022-03-12 11:15:24 main:574] : INFO : Epoch 1865 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 3331.31 ms
[2022-03-12 11:15:27 main:574] : INFO : Epoch 1866 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 3279.37 ms
[2022-03-12 11:15:31 main:574] : INFO : Epoch 1867 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 3285.55 ms
[2022-03-12 11:15:34 main:574] : INFO : Epoch 1868 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 3328.7 ms
[2022-03-12 11:15:37 main:574] : INFO : Epoch 1869 | loss: 0.0311867 | val_loss: 0.0311878 | Time: 3265.1 ms
[2022-03-12 11:15:40 main:574] : INFO : Epoch 1870 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 3303.78 ms
[2022-03-12 11:15:44 main:574] : INFO : Epoch 1871 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 3281.44 ms
[2022-03-12 11:15:47 main:574] : INFO : Epoch 1872 | loss: 0.0311756 | val_loss: 0.0311848 | Time: 3246.53 ms
[2022-03-12 11:15:50 main:574] : INFO : Epoch 1873 | loss: 0.0311699 | val_loss: 0.0311862 | Time: 3294.63 ms
[2022-03-12 11:15:54 main:574] : INFO : Epoch 1874 | loss: 0.0311723 | val_loss: 0.0311825 | Time: 3279.14 ms
[2022-03-12 11:15:57 main:574] : INFO : Epoch 1875 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 3344.81 ms
[2022-03-12 11:16:00 main:574] : INFO : Epoch 1876 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 3317.16 ms
[2022-03-12 11:16:04 main:574] : INFO : Epoch 1877 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 3350.87 ms
[2022-03-12 11:16:07 main:574] : INFO : Epoch 1878 | loss: 0.0311668 | val_loss: 0.0311797 | Time: 3260.34 ms
[2022-03-12 11:16:10 main:574] : INFO : Epoch 1879 | loss: 0.0311671 | val_loss: 0.0311813 | Time: 3302.53 ms
[2022-03-12 11:16:13 main:574] : INFO : Epoch 1880 | loss: 0.0311702 | val_loss: 0.0311839 | Time: 3254.94 ms
[2022-03-12 11:16:17 main:574] : INFO : Epoch 1881 | loss: 0.031167 | val_loss: 0.0311787 | Time: 3271.25 ms
[2022-03-12 11:16:20 main:574] : INFO : Epoch 1882 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 3288.33 ms
[2022-03-12 11:16:23 main:574] : INFO : Epoch 1883 | loss: 0.0311682 | val_loss: 0.0311779 | Time: 3325.67 ms
[2022-03-12 11:16:27 main:574] : INFO : Epoch 1884 | loss: 0.031165 | val_loss: 0.0311793 | Time: 3285.35 ms
[2022-03-12 11:16:30 main:574] : INFO : Epoch 1885 | loss: 0.0311685 | val_loss: 0.031178 | Time: 3335.7 ms
[2022-03-12 11:16:33 main:574] : INFO : Epoch 1886 | loss: 0.0311696 | val_loss: 0.0311775 | Time: 3279.66 ms
[2022-03-12 11:16:37 main:574] : INFO : Epoch 1887 | loss: 0.0311643 | val_loss: 0.0311795 | Time: 3304.01 ms
[2022-03-12 11:16:40 main:574] : INFO : Epoch 1888 | loss: 0.0311645 | val_loss: 0.0311778 | Time: 3282.46 ms
[2022-03-12 11:16:43 main:574] : INFO : Epoch 1889 | loss: 0.031163 | val_loss: 0.031181 | Time: 3318.18 ms
[2022-03-12 11:16:46 main:574] : INFO : Epoch 1890 | loss: 0.0311623 | val_loss: 0.0311794 | Time: 3250.55 ms
[2022-03-12 11:16:50 main:574] : INFO : Epoch 1891 | loss: 0.0311637 | val_loss: 0.0311774 | Time: 3309.08 ms
[2022-03-12 11:16:53 main:574] : INFO : Epoch 1892 | loss: 0.0311686 | val_loss: 0.0311948 | Time: 3296.49 ms
[2022-03-12 11:16:56 main:574] : INFO : Epoch 1893 | loss: 0.0311845 | val_loss: 0.031226 | Time: 3281.66 ms
[2022-03-12 11:17:00 main:574] : INFO : Epoch 1894 | loss: 0.0311835 | val_loss: 0.0311872 | Time: 3271.82 ms
[2022-03-12 11:17:03 main:574] : INFO : Epoch 1895 | loss: 0.0311667 | val_loss: 0.0311871 | Time: 3325.16 ms
[2022-03-12 11:17:06 main:574] : INFO : Epoch 1896 | loss: 0.0311683 | val_loss: 0.031183 | Time: 3364.79 ms
[2022-03-12 11:17:10 main:574] : INFO : Epoch 1897 | loss: 0.0311611 | val_loss: 0.0311804 | Time: 3370.56 ms
[2022-03-12 11:17:13 main:574] : INFO : Epoch 1898 | loss: 0.0311621 | val_loss: 0.0311787 | Time: 3266.7 ms
[2022-03-12 11:17:16 main:574] : INFO : Epoch 1899 | loss: 0.031162 | val_loss: 0.0311819 | Time: 3253.63 ms
[2022-03-12 11:17:20 main:574] : INFO : Epoch 1900 | loss: 0.0311603 | val_loss: 0.0311902 | Time: 3291.15 ms
[2022-03-12 11:17:23 main:574] : INFO : Epoch 1901 | loss: 0.0311667 | val_loss: 0.0311885 | Time: 3295.95 ms
[2022-03-12 11:17:26 main:574] : INFO : Epoch 1902 | loss: 0.0311638 | val_loss: 0.0311787 | Time: 3300.07 ms
[2022-03-12 11:17:29 main:574] : INFO : Epoch 1903 | loss: 0.0311609 | val_loss: 0.0311794 | Time: 3293.47 ms
[2022-03-12 11:17:33 main:574] : INFO : Epoch 1904 | loss: 0.0311621 | val_loss: 0.031185 | Time: 3284.23 ms
[2022-03-12 11:17:36 main:574] : INFO : Epoch 1905 | loss: 0.031162 | val_loss: 0.0311804 | Time: 3284.21 ms
[2022-03-12 11:17:39 main:574] : INFO : Epoch 1906 | loss: 0.0311592 | val_loss: 0.0311859 | Time: 3290.82 ms
[2022-03-12 11:17:43 main:574] : INFO : Epoch 1907 | loss: 0.031158 | val_loss: 0.031181 | Time: 3299.88 ms
[2022-03-12 11:17:46 main:574] : INFO : Epoch 1908 | loss: 0.0311576 | val_loss: 0.0311851 | Time: 3291.7 ms
[2022-03-12 11:17:49 main:574] : INFO : Epoch 1909 | loss: 0.0311621 | val_loss: 0.03118 | Time: 3306.37 ms
[2022-03-12 11:17:52 main:574] : INFO : Epoch 1910 | loss: 0.0311571 | val_loss: 0.0311855 | Time: 3294.05 ms
[2022-03-12 11:17:56 main:574] : INFO : Epoch 1911 | loss: 0.0311595 | val_loss: 0.0311796 | Time: 3301.1 ms
[2022-03-12 11:17:59 main:574] : INFO : Epoch 1912 | loss: 0.0311612 | val_loss: 0.0311783 | Time: 3311.36 ms
[2022-03-12 11:18:02 main:574] : INFO : Epoch 1913 | loss: 0.0311579 | val_loss: 0.0311861 | Time: 3299.06 ms
[2022-03-12 11:18:06 main:574] : INFO : Epoch 1914 | loss: 0.0311569 | val_loss: 0.0311825 | Time: 3334.73 ms
[2022-03-12 11:18:09 main:574] : INFO : Epoch 1915 | loss: 0.0311589 | val_loss: 0.031189 | Time: 3241.84 ms
[2022-03-12 11:18:12 main:574] : INFO : Epoch 1916 | loss: 0.0311629 | val_loss: 0.0311871 | Time: 3301.17 ms
[2022-03-12 11:18:16 main:574] : INFO : Epoch 1917 | loss: 0.0311636 | val_loss: 0.0311818 | Time: 3270.3 ms
[2022-03-12 11:18:19 main:574] : INFO : Epoch 1918 | loss: 0.0311544 | val_loss: 0.0311812 | Time: 3300.87 ms
[2022-03-12 11:18:22 main:574] : INFO : Epoch 1919 | loss: 0.031154 | val_loss: 0.0311966 | Time: 3365.72 ms
[2022-03-12 11:18:25 main:574] : INFO : Epoch 1920 | loss: 0.0311558 | val_loss: 0.0311871 | Time: 3246.3 ms
[2022-03-12 11:18:29 main:574] : INFO : Epoch 1921 | loss: 0.0311551 | val_loss: 0.0311818 | Time: 3323.99 ms
[2022-03-12 11:18:32 main:574] : INFO : Epoch 1922 | loss: 0.0311535 | val_loss: 0.0311843 | Time: 3272.72 ms
[2022-03-12 11:18:35 main:574] : INFO : Epoch 1923 | loss: 0.0311545 | val_loss: 0.0311842 | Time: 3316.31 ms
[2022-03-12 11:18:39 main:574] : INFO : Epoch 1924 | loss: 0.0311541 | val_loss: 0.0311829 | Time: 3331.43 ms
[2022-03-12 11:18:42 main:574] : INFO : Epoch 1925 | loss: 0.0311547 | val_loss: 0.0311889 | Time: 3287.02 ms
[2022-03-12 11:18:45 main:574] : INFO : Epoch 1926 | loss: 0.0311514 | val_loss: 0.0311847 | Time: 3242.32 ms
[2022-03-12 11:18:49 main:574] : INFO : Epoch 1927 | loss: 0.0311524 | val_loss: 0.0311898 | Time: 3272.82 ms
[2022-03-12 11:18:52 main:574] : INFO : Epoch 1928 | loss: 0.0311569 | val_loss: 0.0311858 | Time: 3383.63 ms
[2022-03-12 11:18:55 main:574] : INFO : Epoch 1929 | loss: 0.031151 | val_loss: 0.0311906 | Time: 3319.36 ms
[2022-03-12 11:18:59 main:574] : INFO : Epoch 1930 | loss: 0.0311509 | val_loss: 0.0311856 | Time: 3341.22 ms
[2022-03-12 11:19:02 main:574] : INFO : Epoch 1931 | loss: 0.0311505 | val_loss: 0.0311856 | Time: 3350.23 ms
[2022-03-12 11:19:05 main:574] : INFO : Epoch 1932 | loss: 0.0311501 | val_loss: 0.0311831 | Time: 3442.93 ms
[2022-03-12 11:19:09 main:574] : INFO : Epoch 1933 | loss: 0.0311484 | val_loss: 0.0311864 | Time: 3395.82 ms
[2022-03-12 11:19:12 main:574] : INFO : Epoch 1934 | loss: 0.0311536 | val_loss: 0.0311812 | Time: 3329.39 ms
[2022-03-12 11:19:15 main:574] : INFO : Epoch 1935 | loss: 0.0311482 | val_loss: 0.0311877 | Time: 3334.05 ms
[2022-03-12 11:19:19 main:574] : INFO : Epoch 1936 | loss: 0.03115 | val_loss: 0.0311874 | Time: 3352.86 ms
[2022-03-12 11:19:22 main:574] : INFO : Epoch 1937 | loss: 0.0311484 | val_loss: 0.0311901 | Time: 3368.29 ms
[2022-03-12 11:19:26 main:574] : INFO : Epoch 1938 | loss: 0.0311524 | val_loss: 0.0311851 | Time: 3296.09 ms
[2022-03-12 11:19:29 main:574] : INFO : Epoch 1939 | loss: 0.0311509 | val_loss: 0.0311908 | Time: 3344.63 ms
[2022-03-12 11:19:32 main:574] : INFO : Epoch 1940 | loss: 0.0311515 | val_loss: 0.0311936 | Time: 3309.58 ms
[2022-03-12 11:19:35 main:574] : INFO : Epoch 1941 | loss: 0.0311498 | val_loss: 0.0311875 | Time: 3271.21 ms
[2022-03-12 11:19:39 main:574] : INFO : Epoch 1942 | loss: 0.0311466 | val_loss: 0.0311932 | Time: 3282.4 ms
[2022-03-12 11:19:42 main:574] : INFO : Epoch 1943 | loss: 0.0311477 | val_loss: 0.0311826 | Time: 3336.11 ms
[2022-03-12 11:19:45 main:574] : INFO : Epoch 1944 | loss: 0.0311489 | val_loss: 0.0311891 | Time: 3282.34 ms
[2022-03-12 11:19:49 main:574] : INFO : Epoch 1945 | loss: 0.0311479 | val_loss: 0.0311865 | Time: 3358.01 ms
[2022-03-12 11:19:52 main:574] : INFO : Epoch 1946 | loss: 0.0311513 | val_loss: 0.0311922 | Time: 3281.23 ms
[2022-03-12 11:19:55 main:574] : INFO : Epoch 1947 | loss: 0.0311521 | val_loss: 0.0311937 | Time: 3340.01 ms
[2022-03-12 11:19:59 main:574] : INFO : Epoch 1948 | loss: 0.0311459 | val_loss: 0.0311862 | Time: 3305.44 ms
[2022-03-12 11:20:02 main:574] : INFO : Epoch 1949 | loss: 0.031147 | val_loss: 0.031184 | Time: 3264.16 ms
[2022-03-12 11:20:05 main:574] : INFO : Epoch 1950 | loss: 0.0311494 | val_loss: 0.0312261 | Time: 3310.66 ms
[2022-03-12 11:20:08 main:574] : INFO : Epoch 1951 | loss: 0.0311555 | val_loss: 0.0311835 | Time: 3240.1 ms
[2022-03-12 11:20:12 main:574] : INFO : Epoch 1952 | loss: 0.0311514 | val_loss: 0.0311975 | Time: 3301.08 ms
[2022-03-12 11:20:15 main:574] : INFO : Epoch 1953 | loss: 0.0311452 | val_loss: 0.0311877 | Time: 3287.01 ms
[2022-03-12 11:20:18 main:574] : INFO : Epoch 1954 | loss: 0.0311452 | val_loss: 0.0311906 | Time: 3301.12 ms
[2022-03-12 11:20:22 main:574] : INFO : Epoch 1955 | loss: 0.0311431 | val_loss: 0.0311913 | Time: 3316.93 ms
[2022-03-12 11:20:25 main:574] : INFO : Epoch 1956 | loss: 0.0311449 | val_loss: 0.0311897 | Time: 3280.7 ms
[2022-03-12 11:20:28 main:574] : INFO : Epoch 1957 | loss: 0.0311404 | val_loss: 0.0311881 | Time: 3284.04 ms
[2022-03-12 11:20:32 main:574] : INFO : Epoch 1958 | loss: 0.0311462 | val_loss: 0.0311881 | Time: 3282.21 ms
[2022-03-12 11:20:35 main:574] : INFO : Epoch 1959 | loss: 0.0311492 | val_loss: 0.0312081 | Time: 3324.81 ms
[2022-03-12 11:20:38 main:574] : INFO : Epoch 1960 | loss: 0.0311498 | val_loss: 0.0311929 | Time: 3253.14 ms
[2022-03-12 11:20:41 main:574] : INFO : Epoch 1961 | loss: 0.0311457 | val_loss: 0.0311925 | Time: 3330.63 ms
[2022-03-12 11:20:45 main:574] : INFO : Epoch 1962 | loss: 0.0311439 | val_loss: 0.0311889 | Time: 3343.64 ms
[2022-03-12 11:20:48 main:574] : INFO : Epoch 1963 | loss: 0.0311425 | val_loss: 0.031197 | Time: 3322.22 ms
[2022-03-12 11:20:51 main:574] : INFO : Epoch 1964 | loss: 0.0311427 | val_loss: 0.0311946 | Time: 3307.37 ms
[2022-03-12 11:20:55 main:574] : INFO : Epoch 1965 | loss: 0.0311494 | val_loss: 0.0311867 | Time: 3098.06 ms
[2022-03-12 11:20:57 main:574] : INFO : Epoch 1966 | loss: 0.0311487 | val_loss: 0.0311914 | Time: 2264.64 ms
[2022-03-12 11:20:59 main:574] : INFO : Epoch 1967 | loss: 0.0311437 | val_loss: 0.0311866 | Time: 2397.86 ms
[2022-03-12 11:21:02 main:574] : INFO : Epoch 1968 | loss: 0.031141 | val_loss: 0.0311949 | Time: 2365.39 ms
[2022-03-12 11:21:04 main:574] : INFO : Epoch 1969 | loss: 0.0311465 | val_loss: 0.0312138 | Time: 2295.59 ms
[2022-03-12 11:21:06 main:574] : INFO : Epoch 1970 | loss: 0.0311436 | val_loss: 0.0311919 | Time: 2385.84 ms
[2022-03-12 11:21:09 main:574] : INFO : Epoch 1971 | loss: 0.0311382 | val_loss: 0.0311961 | Time: 2451.5 ms
[2022-03-12 11:21:12 main:574] : INFO : Epoch 1972 | loss: 0.0311401 | val_loss: 0.031189 | Time: 2754.21 ms
[2022-03-12 11:21:15 main:574] : INFO : Epoch 1973 | loss: 0.0311421 | val_loss: 0.0311962 | Time: 3289.56 ms
[2022-03-12 11:21:18 main:574] : INFO : Epoch 1974 | loss: 0.0311395 | val_loss: 0.0311918 | Time: 3304.61 ms
[2022-03-12 11:21:22 main:574] : INFO : Epoch 1975 | loss: 0.0311376 | val_loss: 0.0312007 | Time: 3293.34 ms
[2022-03-12 11:21:25 main:574] : INFO : Epoch 1976 | loss: 0.0311421 | val_loss: 0.031191 | Time: 3291.83 ms
[2022-03-12 11:21:28 main:574] : INFO : Epoch 1977 | loss: 0.0311434 | val_loss: 0.0311873 | Time: 3306.79 ms
[2022-03-12 11:21:31 main:574] : INFO : Epoch 1978 | loss: 0.031138 | val_loss: 0.0311931 | Time: 3279.64 ms
[2022-03-12 11:21:35 main:574] : INFO : Epoch 1979 | loss: 0.0311369 | val_loss: 0.031188 | Time: 3313.07 ms
[2022-03-12 11:21:38 main:574] : INFO : Epoch 1980 | loss: 0.031136 | val_loss: 0.0312156 | Time: 3336.86 ms
[2022-03-12 11:21:41 main:574] : INFO : Epoch 1981 | loss: 0.0311404 | val_loss: 0.0311967 | Time: 3304.07 ms
[2022-03-12 11:21:45 main:574] : INFO : Epoch 1982 | loss: 0.0311409 | val_loss: 0.0311896 | Time: 3267.31 ms
[2022-03-12 11:21:48 main:574] : INFO : Epoch 1983 | loss: 0.0311366 | val_loss: 0.031195 | Time: 3328.7 ms
[2022-03-12 11:21:51 main:574] : INFO : Epoch 1984 | loss: 0.0311384 | val_loss: 0.0311968 | Time: 3319.79 ms
[2022-03-12 11:21:55 main:574] : INFO : Epoch 1985 | loss: 0.0311463 | val_loss: 0.0311912 | Time: 3276.83 ms
[2022-03-12 11:21:58 main:574] : INFO : Epoch 1986 | loss: 0.0311424 | val_loss: 0.0311953 | Time: 3312.28 ms
[2022-03-12 11:22:01 main:574] : INFO : Epoch 1987 | loss: 0.031138 | val_loss: 0.0311909 | Time: 3323.71 ms
[2022-03-12 11:22:05 main:574] : INFO : Epoch 1988 | loss: 0.0311403 | val_loss: 0.0311935 | Time: 3311.73 ms
[2022-03-12 11:22:08 main:574] : INFO : Epoch 1989 | loss: 0.0311355 | val_loss: 0.0312045 | Time: 3352.8 ms
[2022-03-12 11:22:11 main:574] : INFO : Epoch 1990 | loss: 0.0311348 | val_loss: 0.0311983 | Time: 3331.27 ms
[2022-03-12 11:22:15 main:574] : INFO : Epoch 1991 | loss: 0.0311381 | val_loss: 0.0311955 | Time: 3273.2 ms
[2022-03-12 11:22:18 main:574] : INFO : Epoch 1992 | loss: 0.0311366 | val_loss: 0.0311946 | Time: 3298.59 ms
[2022-03-12 11:22:21 main:574] : INFO : Epoch 1993 | loss: 0.0311336 | val_loss: 0.0312018 | Time: 3290.65 ms
[2022-03-12 11:22:24 main:574] : INFO : Epoch 1994 | loss: 0.031134 | val_loss: 0.0311931 | Time: 3287.56 ms
[2022-03-12 11:22:28 main:574] : INFO : Epoch 1995 | loss: 0.0311369 | val_loss: 0.0311958 | Time: 3267.88 ms
[2022-03-12 11:22:31 main:574] : INFO : Epoch 1996 | loss: 0.0311401 | val_loss: 0.0311967 | Time: 3305.59 ms
[2022-03-12 11:22:35 main:574] : INFO : Epoch 1997 | loss: 0.0311328 | val_loss: 0.0311929 | Time: 3443.26 ms
[2022-03-12 11:22:38 main:574] : INFO : Epoch 1998 | loss: 0.0311349 | val_loss: 0.031196 | Time: 3367.25 ms
[2022-03-12 11:22:41 main:574] : INFO : Epoch 1999 | loss: 0.0311366 | val_loss: 0.0311936 | Time: 3402.04 ms
[2022-03-12 11:22:45 main:574] : INFO : Epoch 2000 | loss: 0.0311369 | val_loss: 0.0312079 | Time: 3289.98 ms
[2022-03-12 11:22:48 main:574] : INFO : Epoch 2001 | loss: 0.0311376 | val_loss: 0.0312235 | Time: 3374.01 ms
[2022-03-12 11:22:51 main:574] : INFO : Epoch 2002 | loss: 0.0311431 | val_loss: 0.031191 | Time: 3339.59 ms
[2022-03-12 11:22:55 main:574] : INFO : Epoch 2003 | loss: 0.0311363 | val_loss: 0.0311834 | Time: 3284.63 ms
[2022-03-12 11:22:58 main:574] : INFO : Epoch 2004 | loss: 0.031134 | val_loss: 0.0311964 | Time: 3344.05 ms
[2022-03-12 11:23:01 main:574] : INFO : Epoch 2005 | loss: 0.0311362 | val_loss: 0.0312106 | Time: 3286.44 ms
[2022-03-12 11:23:05 main:574] : INFO : Epoch 2006 | loss: 0.0311377 | val_loss: 0.0311911 | Time: 3323.24 ms
[2022-03-12 11:23:08 main:574] : INFO : Epoch 2007 | loss: 0.0311363 | val_loss: 0.0311926 | Time: 3394.47 ms
[2022-03-12 11:23:11 main:574] : INFO : Epoch 2008 | loss: 0.031139 | val_loss: 0.031207 | Time: 3380.65 ms
[2022-03-12 11:23:15 main:574] : INFO : Epoch 2009 | loss: 0.0311382 | val_loss: 0.0311923 | Time: 3296.7 ms
[2022-03-12 11:23:18 main:574] : INFO : Epoch 2010 | loss: 0.031135 | val_loss: 0.0312197 | Time: 3264.1 ms
[2022-03-12 11:23:21 main:574] : INFO : Epoch 2011 | loss: 0.0311401 | val_loss: 0.0312115 | Time: 3269.37 ms
[2022-03-12 11:23:25 main:574] : INFO : Epoch 2012 | loss: 0.0311314 | val_loss: 0.0311972 | Time: 3329.98 ms
[2022-03-12 11:23:28 main:574] : INFO : Epoch 2013 | loss: 0.0311319 | val_loss: 0.0311963 | Time: 3295.94 ms
[2022-03-12 11:23:31 main:574] : INFO : Epoch 2014 | loss: 0.0311298 | val_loss: 0.0311971 | Time: 3328.54 ms
[2022-03-12 11:23:34 main:574] : INFO : Epoch 2015 | loss: 0.0311301 | val_loss: 0.0311968 | Time: 3283.92 ms
[2022-03-12 11:23:38 main:574] : INFO : Epoch 2016 | loss: 0.0311334 | val_loss: 0.0312139 | Time: 3249.05 ms
[2022-03-12 11:23:41 main:574] : INFO : Epoch 2017 | loss: 0.031133 | val_loss: 0.03119 | Time: 3321.52 ms
[2022-03-12 11:23:44 main:574] : INFO : Epoch 2018 | loss: 0.0311301 | val_loss: 0.0311914 | Time: 3330.15 ms
[2022-03-12 11:23:48 main:574] : INFO : Epoch 2019 | loss: 0.0311299 | val_loss: 0.0311894 | Time: 3257.86 ms
[2022-03-12 11:23:51 main:574] : INFO : Epoch 2020 | loss: 0.0311301 | val_loss: 0.0312057 | Time: 3287.59 ms
[2022-03-12 11:23:54 main:574] : INFO : Epoch 2021 | loss: 0.0311264 | val_loss: 0.0312072 | Time: 3364.73 ms
[2022-03-12 11:23:58 main:574] : INFO : Epoch 2022 | loss: 0.0311286 | val_loss: 0.0311907 | Time: 3355.17 ms
[2022-03-12 11:24:01 main:574] : INFO : Epoch 2023 | loss: 0.031127 | val_loss: 0.0311953 | Time: 3369.22 ms
[2022-03-12 11:24:04 main:574] : INFO : Epoch 2024 | loss: 0.0311303 | val_loss: 0.0311909 | Time: 3289.55 ms
[2022-03-12 11:24:08 main:574] : INFO : Epoch 2025 | loss: 0.0311332 | val_loss: 0.0311947 | Time: 3342.73 ms
[2022-03-12 11:24:11 main:574] : INFO : Epoch 2026 | loss: 0.0311331 | val_loss: 0.0312008 | Time: 3282.72 ms
[2022-03-12 11:24:14 main:574] : INFO : Epoch 2027 | loss: 0.0311246 | val_loss: 0.0311983 | Time: 3340.24 ms
[2022-03-12 11:24:18 main:574] : INFO : Epoch 2028 | loss: 0.0311263 | val_loss: 0.0311962 | Time: 3431.63 ms
[2022-03-12 11:24:21 main:574] : INFO : Epoch 2029 | loss: 0.0311282 | val_loss: 0.0311997 | Time: 3476.18 ms
[2022-03-12 11:24:25 main:574] : INFO : Epoch 2030 | loss: 0.0311276 | val_loss: 0.0312041 | Time: 3438.5 ms
[2022-03-12 11:24:28 main:574] : INFO : Epoch 2031 | loss: 0.0311274 | val_loss: 0.0311971 | Time: 3296.27 ms
[2022-03-12 11:24:31 main:574] : INFO : Epoch 2032 | loss: 0.0311307 | val_loss: 0.0311952 | Time: 3308.26 ms
[2022-03-12 11:24:34 main:574] : INFO : Epoch 2033 | loss: 0.0311364 | val_loss: 0.0312023 | Time: 3230.24 ms
[2022-03-12 11:24:38 main:574] : INFO : Epoch 2034 | loss: 0.0311358 | val_loss: 0.0312066 | Time: 3283.11 ms
[2022-03-12 11:24:41 main:574] : INFO : Epoch 2035 | loss: 0.0311331 | val_loss: 0.0312033 | Time: 3283.78 ms
[2022-03-12 11:24:44 main:574] : INFO : Epoch 2036 | loss: 0.0311275 | val_loss: 0.031205 | Time: 3336.87 ms
[2022-03-12 11:24:48 main:574] : INFO : Epoch 2037 | loss: 0.0311302 | val_loss: 0.0312042 | Time: 3259.75 ms
[2022-03-12 11:24:51 main:574] : INFO : Epoch 2038 | loss: 0.0311278 | val_loss: 0.0311979 | Time: 3380.8 ms
[2022-03-12 11:24:55 main:574] : INFO : Epoch 2039 | loss: 0.0311267 | val_loss: 0.0312019 | Time: 3478.32 ms
[2022-03-12 11:24:58 main:574] : INFO : Epoch 2040 | loss: 0.0311247 | val_loss: 0.0312019 | Time: 3382.12 ms
[2022-03-12 11:25:01 main:574] : INFO : Epoch 2041 | loss: 0.0311222 | val_loss: 0.0312071 | Time: 3327.63 ms
[2022-03-12 11:25:04 main:574] : INFO : Epoch 2042 | loss: 0.0311308 | val_loss: 0.0312081 | Time: 3238.86 ms
[2022-03-12 11:25:08 main:574] : INFO : Epoch 2043 | loss: 0.0311285 | val_loss: 0.0312038 | Time: 3436.29 ms
[2022-03-12 11:25:11 main:574] : INFO : Epoch 2044 | loss: 0.0311279 | val_loss: 0.0312144 | Time: 3438.28 ms
[2022-03-12 11:25:15 main:574] : INFO : Epoch 2045 | loss: 0.0311321 | val_loss: 0.0311901 | Time: 3311.44 ms
[2022-03-12 11:25:18 main:574] : INFO : Epoch 2046 | loss: 0.0311331 | val_loss: 0.0312018 | Time: 3419.31 ms
[2022-03-12 11:25:21 main:574] : INFO : Epoch 2047 | loss: 0.0311251 | val_loss: 0.0312059 | Time: 3343.95 ms
[2022-03-12 11:25:25 main:574] : INFO : Epoch 2048 | loss: 0.0311247 | val_loss: 0.0312082 | Time: 3367.57 ms
[2022-03-12 11:25:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312082
[2022-03-12 11:25:25 main:603] : INFO : Saving end state to config to file
[2022-03-12 11:25:25 main:608] : INFO : Success, exiting..
11:25:25 (6336): 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)