Task 14627201
| Name | ParityModified-1647047844-12350-3-0_2 |
| Workunit | 11195313 |
| Created | 20 Apr 2022, 17:40:44 UTC |
| Sent | 20 Apr 2022, 17:42:19 UTC |
| Report deadline | 28 Apr 2022, 17:42:19 UTC |
| Received | 20 Apr 2022, 19:41:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19547 |
| Run time | 1 hours 58 min 37 sec |
| CPU time | 1 hours 58 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.25 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.18.1</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311236 | val_loss: 0.0311704 | Time: 3468.19 ms
[2022-04-20 14:11:52 main:581] : INFO : Epoch 1539 | loss: 0.0311231 | val_loss: 0.0311712 | Time: 3480.51 ms
[2022-04-20 14:11:55 main:581] : INFO : Epoch 1540 | loss: 0.0311218 | val_loss: 0.0311687 | Time: 3487.41 ms
[2022-04-20 14:11:59 main:581] : INFO : Epoch 1541 | loss: 0.0311239 | val_loss: 0.0311704 | Time: 3482.08 ms
[2022-04-20 14:12:02 main:581] : INFO : Epoch 1542 | loss: 0.0311225 | val_loss: 0.031177 | Time: 3471.07 ms
[2022-04-20 14:12:06 main:581] : INFO : Epoch 1543 | loss: 0.03112 | val_loss: 0.0311741 | Time: 3468.78 ms
[2022-04-20 14:12:09 main:581] : INFO : Epoch 1544 | loss: 0.0311179 | val_loss: 0.0311706 | Time: 3457.75 ms
[2022-04-20 14:12:13 main:581] : INFO : Epoch 1545 | loss: 0.0311225 | val_loss: 0.031166 | Time: 3453.99 ms
[2022-04-20 14:12:16 main:581] : INFO : Epoch 1546 | loss: 0.0311231 | val_loss: 0.0311699 | Time: 3468.49 ms
[2022-04-20 14:12:20 main:581] : INFO : Epoch 1547 | loss: 0.0311263 | val_loss: 0.0311653 | Time: 3472.3 ms
[2022-04-20 14:12:23 main:581] : INFO : Epoch 1548 | loss: 0.0311295 | val_loss: 0.0311672 | Time: 3470.96 ms
[2022-04-20 14:12:27 main:581] : INFO : Epoch 1549 | loss: 0.0311277 | val_loss: 0.0311641 | Time: 3474.05 ms
[2022-04-20 14:12:30 main:581] : INFO : Epoch 1550 | loss: 0.0311277 | val_loss: 0.0311686 | Time: 3474.9 ms
[2022-04-20 14:12:33 main:581] : INFO : Epoch 1551 | loss: 0.0311235 | val_loss: 0.0311735 | Time: 3477.12 ms
[2022-04-20 14:12:37 main:581] : INFO : Epoch 1552 | loss: 0.0311234 | val_loss: 0.0311729 | Time: 3483.86 ms
[2022-04-20 14:12:40 main:581] : INFO : Epoch 1553 | loss: 0.0311228 | val_loss: 0.031179 | Time: 3467.8 ms
[2022-04-20 14:12:44 main:581] : INFO : Epoch 1554 | loss: 0.0311201 | val_loss: 0.0311702 | Time: 3477.56 ms
[2022-04-20 14:12:47 main:581] : INFO : Epoch 1555 | loss: 0.0311189 | val_loss: 0.0311703 | Time: 3481.71 ms
[2022-04-20 14:12:51 main:581] : INFO : Epoch 1556 | loss: 0.0311194 | val_loss: 0.0311757 | Time: 3460.66 ms
[2022-04-20 14:12:54 main:581] : INFO : Epoch 1557 | loss: 0.0311204 | val_loss: 0.0311742 | Time: 3461.82 ms
[2022-04-20 14:12:58 main:581] : INFO : Epoch 1558 | loss: 0.0311157 | val_loss: 0.0311764 | Time: 3466 ms
[2022-04-20 14:13:01 main:581] : INFO : Epoch 1559 | loss: 0.0311158 | val_loss: 0.0311714 | Time: 3473.2 ms
[2022-04-20 14:13:05 main:581] : INFO : Epoch 1560 | loss: 0.0311156 | val_loss: 0.0311723 | Time: 3478.13 ms
[2022-04-20 14:13:08 main:581] : INFO : Epoch 1561 | loss: 0.0311155 | val_loss: 0.0311733 | Time: 3489.91 ms
[2022-04-20 14:13:12 main:581] : INFO : Epoch 1562 | loss: 0.0311164 | val_loss: 0.0311746 | Time: 3478.18 ms
[2022-04-20 14:13:15 main:581] : INFO : Epoch 1563 | loss: 0.0311164 | val_loss: 0.0311778 | Time: 3473.5 ms
[2022-04-20 14:13:19 main:581] : INFO : Epoch 1564 | loss: 0.0311196 | val_loss: 0.0311822 | Time: 3468.49 ms
[2022-04-20 14:13:22 main:581] : INFO : Epoch 1565 | loss: 0.0311167 | val_loss: 0.0311718 | Time: 3459.33 ms
[2022-04-20 14:13:26 main:581] : INFO : Epoch 1566 | loss: 0.031116 | val_loss: 0.0311726 | Time: 3460.64 ms
[2022-04-20 14:13:29 main:581] : INFO : Epoch 1567 | loss: 0.0311155 | val_loss: 0.0311729 | Time: 3471.98 ms
[2022-04-20 14:13:33 main:581] : INFO : Epoch 1568 | loss: 0.0311148 | val_loss: 0.0311702 | Time: 3474.48 ms
[2022-04-20 14:13:36 main:581] : INFO : Epoch 1569 | loss: 0.0311148 | val_loss: 0.0311713 | Time: 3481.18 ms
[2022-04-20 14:13:39 main:581] : INFO : Epoch 1570 | loss: 0.0311138 | val_loss: 0.0311694 | Time: 3475.46 ms
[2022-04-20 14:13:43 main:581] : INFO : Epoch 1571 | loss: 0.0311216 | val_loss: 0.0311652 | Time: 3476.88 ms
[2022-04-20 14:13:46 main:581] : INFO : Epoch 1572 | loss: 0.0311218 | val_loss: 0.0311712 | Time: 3483.41 ms
[2022-04-20 14:13:50 main:581] : INFO : Epoch 1573 | loss: 0.0311259 | val_loss: 0.031167 | Time: 3479.11 ms
[2022-04-20 14:13:53 main:581] : INFO : Epoch 1574 | loss: 0.031126 | val_loss: 0.0311651 | Time: 3468.04 ms
[2022-04-20 14:13:57 main:581] : INFO : Epoch 1575 | loss: 0.0311241 | val_loss: 0.0311646 | Time: 3481.78 ms
[2022-04-20 14:14:00 main:581] : INFO : Epoch 1576 | loss: 0.0311177 | val_loss: 0.0311662 | Time: 3476.8 ms
[2022-04-20 14:14:04 main:581] : INFO : Epoch 1577 | loss: 0.0311164 | val_loss: 0.0311664 | Time: 3459.89 ms
[2022-04-20 14:14:07 main:581] : INFO : Epoch 1578 | loss: 0.0311167 | val_loss: 0.0311676 | Time: 3464.01 ms
[2022-04-20 14:14:11 main:581] : INFO : Epoch 1579 | loss: 0.0311152 | val_loss: 0.0311707 | Time: 3470.94 ms
[2022-04-20 14:14:14 main:581] : INFO : Epoch 1580 | loss: 0.0311181 | val_loss: 0.031166 | Time: 3468.29 ms
[2022-04-20 14:14:18 main:581] : INFO : Epoch 1581 | loss: 0.0311161 | val_loss: 0.0311757 | Time: 3480.67 ms
[2022-04-20 14:14:21 main:581] : INFO : Epoch 1582 | loss: 0.0311198 | val_loss: 0.0311719 | Time: 3489.1 ms
[2022-04-20 14:14:25 main:581] : INFO : Epoch 1583 | loss: 0.0311202 | val_loss: 0.0311722 | Time: 3481.55 ms
[2022-04-20 14:14:28 main:581] : INFO : Epoch 1584 | loss: 0.0311168 | val_loss: 0.0311687 | Time: 3477.22 ms
[2022-04-20 14:14:32 main:581] : INFO : Epoch 1585 | loss: 0.0311187 | val_loss: 0.0311772 | Time: 3471.45 ms
[2022-04-20 14:14:35 main:581] : INFO : Epoch 1586 | loss: 0.0311155 | val_loss: 0.0311813 | Time: 3463.03 ms
[2022-04-20 14:14:39 main:581] : INFO : Epoch 1587 | loss: 0.0311145 | val_loss: 0.0311679 | Time: 3456.04 ms
[2022-04-20 14:14:42 main:581] : INFO : Epoch 1588 | loss: 0.0311153 | val_loss: 0.0311785 | Time: 3471.8 ms
[2022-04-20 14:14:45 main:581] : INFO : Epoch 1589 | loss: 0.0311146 | val_loss: 0.0311708 | Time: 3479.88 ms
[2022-04-20 14:14:49 main:581] : INFO : Epoch 1590 | loss: 0.0311156 | val_loss: 0.0311685 | Time: 3476.03 ms
[2022-04-20 14:14:52 main:581] : INFO : Epoch 1591 | loss: 0.0311163 | val_loss: 0.0311711 | Time: 3473.48 ms
[2022-04-20 14:14:56 main:581] : INFO : Epoch 1592 | loss: 0.031116 | val_loss: 0.0311721 | Time: 3474.93 ms
[2022-04-20 14:14:59 main:581] : INFO : Epoch 1593 | loss: 0.0311168 | val_loss: 0.0311745 | Time: 3479.61 ms
[2022-04-20 14:15:03 main:581] : INFO : Epoch 1594 | loss: 0.0311134 | val_loss: 0.0311714 | Time: 3478.78 ms
[2022-04-20 14:15:06 main:581] : INFO : Epoch 1595 | loss: 0.0311136 | val_loss: 0.031181 | Time: 3470.14 ms
[2022-04-20 14:15:10 main:581] : INFO : Epoch 1596 | loss: 0.0311153 | val_loss: 0.0311792 | Time: 3475.25 ms
[2022-04-20 14:15:13 main:581] : INFO : Epoch 1597 | loss: 0.0311118 | val_loss: 0.031178 | Time: 3484.91 ms
[2022-04-20 14:15:17 main:581] : INFO : Epoch 1598 | loss: 0.0311141 | val_loss: 0.0311732 | Time: 3462.02 ms
[2022-04-20 14:15:20 main:581] : INFO : Epoch 1599 | loss: 0.0311159 | val_loss: 0.0311698 | Time: 3464.53 ms
[2022-04-20 14:15:24 main:581] : INFO : Epoch 1600 | loss: 0.0311152 | val_loss: 0.0311707 | Time: 3468.74 ms
[2022-04-20 14:15:27 main:581] : INFO : Epoch 1601 | loss: 0.0311142 | val_loss: 0.0311757 | Time: 3472.65 ms
[2022-04-20 14:15:31 main:581] : INFO : Epoch 1602 | loss: 0.0311157 | val_loss: 0.0311738 | Time: 3483.54 ms
[2022-04-20 14:15:34 main:581] : INFO : Epoch 1603 | loss: 0.0311143 | val_loss: 0.0311732 | Time: 3490.39 ms
[2022-04-20 14:15:38 main:581] : INFO : Epoch 1604 | loss: 0.0311162 | val_loss: 0.0311779 | Time: 3476.95 ms
[2022-04-20 14:15:41 main:581] : INFO : Epoch 1605 | loss: 0.0311185 | val_loss: 0.0311738 | Time: 3476.7 ms
[2022-04-20 14:15:45 main:581] : INFO : Epoch 1606 | loss: 0.031119 | val_loss: 0.0311683 | Time: 3476.23 ms
[2022-04-20 14:15:48 main:581] : INFO : Epoch 1607 | loss: 0.0311205 | val_loss: 0.0311859 | Time: 3462.97 ms
[2022-04-20 14:15:51 main:581] : INFO : Epoch 1608 | loss: 0.0311185 | val_loss: 0.031173 | Time: 3457.73 ms
[2022-04-20 14:15:55 main:581] : INFO : Epoch 1609 | loss: 0.0311194 | val_loss: 0.0311764 | Time: 3470.46 ms
[2022-04-20 14:15:58 main:581] : INFO : Epoch 1610 | loss: 0.0311138 | val_loss: 0.0311711 | Time: 3469.54 ms
[2022-04-20 14:16:02 main:581] : INFO : Epoch 1611 | loss: 0.0311176 | val_loss: 0.0311713 | Time: 3475.87 ms
[2022-04-20 14:16:05 main:581] : INFO : Epoch 1612 | loss: 0.0311232 | val_loss: 0.0311765 | Time: 3475.83 ms
[2022-04-20 14:16:09 main:581] : INFO : Epoch 1613 | loss: 0.0311197 | val_loss: 0.03117 | Time: 3475.96 ms
[2022-04-20 14:16:12 main:581] : INFO : Epoch 1614 | loss: 0.0311177 | val_loss: 0.0311748 | Time: 3473.31 ms
[2022-04-20 14:16:16 main:581] : INFO : Epoch 1615 | loss: 0.0311159 | val_loss: 0.0311758 | Time: 3478.14 ms
[2022-04-20 14:16:19 main:581] : INFO : Epoch 1616 | loss: 0.0311196 | val_loss: 0.0311812 | Time: 3459.83 ms
[2022-04-20 14:16:23 main:581] : INFO : Epoch 1617 | loss: 0.0311207 | val_loss: 0.031176 | Time: 3483.24 ms
[2022-04-20 14:16:26 main:581] : INFO : Epoch 1618 | loss: 0.0311181 | val_loss: 0.0311779 | Time: 3472.83 ms
[2022-04-20 14:16:30 main:581] : INFO : Epoch 1619 | loss: 0.0311243 | val_loss: 0.0311763 | Time: 3464.87 ms
[2022-04-20 14:16:33 main:581] : INFO : Epoch 1620 | loss: 0.0311228 | val_loss: 0.0311736 | Time: 3466.28 ms
[2022-04-20 14:16:37 main:581] : INFO : Epoch 1621 | loss: 0.0311222 | val_loss: 0.0311719 | Time: 3470.78 ms
[2022-04-20 14:16:40 main:581] : INFO : Epoch 1622 | loss: 0.0311187 | val_loss: 0.0311784 | Time: 3465.26 ms
[2022-04-20 14:16:44 main:581] : INFO : Epoch 1623 | loss: 0.0311191 | val_loss: 0.0311924 | Time: 3477.71 ms
[2022-04-20 14:16:47 main:581] : INFO : Epoch 1624 | loss: 0.0311205 | val_loss: 0.0311721 | Time: 3486.38 ms
[2022-04-20 14:16:51 main:581] : INFO : Epoch 1625 | loss: 0.0311171 | val_loss: 0.0311867 | Time: 3480.28 ms
[2022-04-20 14:16:54 main:581] : INFO : Epoch 1626 | loss: 0.0311134 | val_loss: 0.0311794 | Time: 3476.72 ms
[2022-04-20 14:16:58 main:581] : INFO : Epoch 1627 | loss: 0.0311143 | val_loss: 0.0311786 | Time: 3477.65 ms
[2022-04-20 14:17:01 main:581] : INFO : Epoch 1628 | loss: 0.0311157 | val_loss: 0.031176 | Time: 3460.67 ms
[2022-04-20 14:17:04 main:581] : INFO : Epoch 1629 | loss: 0.0311184 | val_loss: 0.0311757 | Time: 3456.24 ms
[2022-04-20 14:17:08 main:581] : INFO : Epoch 1630 | loss: 0.0311159 | val_loss: 0.0311792 | Time: 3465.29 ms
[2022-04-20 14:17:11 main:581] : INFO : Epoch 1631 | loss: 0.0311113 | val_loss: 0.0311794 | Time: 3472.98 ms
[2022-04-20 14:17:15 main:581] : INFO : Epoch 1632 | loss: 0.0311114 | val_loss: 0.0311793 | Time: 3474.51 ms
[2022-04-20 14:17:18 main:581] : INFO : Epoch 1633 | loss: 0.0311131 | val_loss: 0.0311803 | Time: 3469.69 ms
[2022-04-20 14:17:22 main:581] : INFO : Epoch 1634 | loss: 0.0311166 | val_loss: 0.0311757 | Time: 3467.06 ms
[2022-04-20 14:17:25 main:581] : INFO : Epoch 1635 | loss: 0.0311137 | val_loss: 0.0311762 | Time: 3477.37 ms
[2022-04-20 14:17:29 main:581] : INFO : Epoch 1636 | loss: 0.0311186 | val_loss: 0.0311736 | Time: 3482.98 ms
[2022-04-20 14:17:32 main:581] : INFO : Epoch 1637 | loss: 0.0311182 | val_loss: 0.0311799 | Time: 3470.62 ms
[2022-04-20 14:17:36 main:581] : INFO : Epoch 1638 | loss: 0.0311188 | val_loss: 0.0311753 | Time: 3482.73 ms
[2022-04-20 14:17:39 main:581] : INFO : Epoch 1639 | loss: 0.0311192 | val_loss: 0.0311799 | Time: 3480.61 ms
[2022-04-20 14:17:43 main:581] : INFO : Epoch 1640 | loss: 0.0311163 | val_loss: 0.0311774 | Time: 3472.67 ms
[2022-04-20 14:17:46 main:581] : INFO : Epoch 1641 | loss: 0.0311142 | val_loss: 0.0311717 | Time: 3463.62 ms
[2022-04-20 14:17:50 main:581] : INFO : Epoch 1642 | loss: 0.0311132 | val_loss: 0.0311737 | Time: 3468.32 ms
[2022-04-20 14:17:53 main:581] : INFO : Epoch 1643 | loss: 0.0311103 | val_loss: 0.0311788 | Time: 3474.35 ms
[2022-04-20 14:17:57 main:581] : INFO : Epoch 1644 | loss: 0.0311233 | val_loss: 0.0311737 | Time: 3479.82 ms
[2022-04-20 14:18:00 main:581] : INFO : Epoch 1645 | loss: 0.0311393 | val_loss: 0.0311757 | Time: 3486.18 ms
[2022-04-20 14:18:03 main:581] : INFO : Epoch 1646 | loss: 0.0311341 | val_loss: 0.0311657 | Time: 3479.42 ms
[2022-04-20 14:18:07 main:581] : INFO : Epoch 1647 | loss: 0.0311322 | val_loss: 0.0311662 | Time: 3480.73 ms
[2022-04-20 14:18:10 main:581] : INFO : Epoch 1648 | loss: 0.0311323 | val_loss: 0.0311675 | Time: 3474.83 ms
[2022-04-20 14:18:14 main:581] : INFO : Epoch 1649 | loss: 0.0311321 | val_loss: 0.031163 | Time: 3467.09 ms
[2022-04-20 14:18:17 main:581] : INFO : Epoch 1650 | loss: 0.0311267 | val_loss: 0.0311691 | Time: 3454.97 ms
[2022-04-20 14:18:21 main:581] : INFO : Epoch 1651 | loss: 0.031124 | val_loss: 0.0311702 | Time: 3468.4 ms
[2022-04-20 14:18:24 main:581] : INFO : Epoch 1652 | loss: 0.031121 | val_loss: 0.0311728 | Time: 3469.44 ms
[2022-04-20 14:18:28 main:581] : INFO : Epoch 1653 | loss: 0.0311201 | val_loss: 0.0311672 | Time: 3478.56 ms
[2022-04-20 14:18:31 main:581] : INFO : Epoch 1654 | loss: 0.0311186 | val_loss: 0.031169 | Time: 3466.72 ms
[2022-04-20 14:18:35 main:581] : INFO : Epoch 1655 | loss: 0.0311198 | val_loss: 0.0311752 | Time: 3473.57 ms
[2022-04-20 14:18:38 main:581] : INFO : Epoch 1656 | loss: 0.031118 | val_loss: 0.0311723 | Time: 3476.98 ms
[2022-04-20 14:18:42 main:581] : INFO : Epoch 1657 | loss: 0.0311175 | val_loss: 0.0311829 | Time: 3479.92 ms
[2022-04-20 14:18:45 main:581] : INFO : Epoch 1658 | loss: 0.0311178 | val_loss: 0.0311709 | Time: 3464.83 ms
[2022-04-20 14:18:49 main:581] : INFO : Epoch 1659 | loss: 0.0311175 | val_loss: 0.0311755 | Time: 3482.92 ms
[2022-04-20 14:18:52 main:581] : INFO : Epoch 1660 | loss: 0.0311155 | val_loss: 0.0311768 | Time: 3481.24 ms
[2022-04-20 14:18:56 main:581] : INFO : Epoch 1661 | loss: 0.0311161 | val_loss: 0.0311682 | Time: 3462.9 ms
[2022-04-20 14:18:59 main:581] : INFO : Epoch 1662 | loss: 0.0311228 | val_loss: 0.0311816 | Time: 3466.36 ms
[2022-04-20 14:19:03 main:581] : INFO : Epoch 1663 | loss: 0.031121 | val_loss: 0.0311788 | Time: 3467.11 ms
[2022-04-20 14:19:06 main:581] : INFO : Epoch 1664 | loss: 0.0311178 | val_loss: 0.0311734 | Time: 3458.28 ms
[2022-04-20 14:19:09 main:581] : INFO : Epoch 1665 | loss: 0.0311189 | val_loss: 0.0311711 | Time: 3476.82 ms
[2022-04-20 14:19:13 main:581] : INFO : Epoch 1666 | loss: 0.0311182 | val_loss: 0.0311769 | Time: 3483.25 ms
[2022-04-20 14:19:16 main:581] : INFO : Epoch 1667 | loss: 0.031119 | val_loss: 0.0311708 | Time: 3485.87 ms
[2022-04-20 14:19:20 main:581] : INFO : Epoch 1668 | loss: 0.0311207 | val_loss: 0.0311742 | Time: 3475.72 ms
[2022-04-20 14:19:23 main:581] : INFO : Epoch 1669 | loss: 0.0311212 | val_loss: 0.0311817 | Time: 3473.86 ms
[2022-04-20 14:19:27 main:581] : INFO : Epoch 1670 | loss: 0.0311191 | val_loss: 0.0311814 | Time: 3470.76 ms
[2022-04-20 14:19:30 main:581] : INFO : Epoch 1671 | loss: 0.0311176 | val_loss: 0.0311786 | Time: 3460.64 ms
[2022-04-20 14:19:34 main:581] : INFO : Epoch 1672 | loss: 0.0311124 | val_loss: 0.0311796 | Time: 3469.18 ms
[2022-04-20 14:19:37 main:581] : INFO : Epoch 1673 | loss: 0.031113 | val_loss: 0.0311731 | Time: 3474.93 ms
[2022-04-20 14:19:41 main:581] : INFO : Epoch 1674 | loss: 0.0311134 | val_loss: 0.0311766 | Time: 3474.36 ms
[2022-04-20 14:19:44 main:581] : INFO : Epoch 1675 | loss: 0.031117 | val_loss: 0.0311714 | Time: 3470.49 ms
[2022-04-20 14:19:48 main:581] : INFO : Epoch 1676 | loss: 0.0311202 | val_loss: 0.031177 | Time: 3475.59 ms
[2022-04-20 14:19:51 main:581] : INFO : Epoch 1677 | loss: 0.0311166 | val_loss: 0.0311683 | Time: 3476.79 ms
[2022-04-20 14:19:55 main:581] : INFO : Epoch 1678 | loss: 0.0311178 | val_loss: 0.0311744 | Time: 3485.97 ms
[2022-04-20 14:19:58 main:581] : INFO : Epoch 1679 | loss: 0.0311174 | val_loss: 0.0311755 | Time: 3471.54 ms
[2022-04-20 14:20:02 main:581] : INFO : Epoch 1680 | loss: 0.0311199 | val_loss: 0.031181 | Time: 3478.44 ms
[2022-04-20 14:20:05 main:581] : INFO : Epoch 1681 | loss: 0.0311171 | val_loss: 0.031176 | Time: 3480.92 ms
[2022-04-20 14:20:09 main:581] : INFO : Epoch 1682 | loss: 0.0311148 | val_loss: 0.0311737 | Time: 3462.71 ms
[2022-04-20 14:20:12 main:581] : INFO : Epoch 1683 | loss: 0.0311146 | val_loss: 0.0311852 | Time: 3461.35 ms
[2022-04-20 14:20:15 main:581] : INFO : Epoch 1684 | loss: 0.0311172 | val_loss: 0.031171 | Time: 3470.18 ms
[2022-04-20 14:20:19 main:581] : INFO : Epoch 1685 | loss: 0.0311192 | val_loss: 0.0311729 | Time: 3467.59 ms
[2022-04-20 14:20:22 main:581] : INFO : Epoch 1686 | loss: 0.0311185 | val_loss: 0.031169 | Time: 3478.91 ms
[2022-04-20 14:20:26 main:581] : INFO : Epoch 1687 | loss: 0.0311161 | val_loss: 0.0311733 | Time: 3488.71 ms
[2022-04-20 14:20:29 main:581] : INFO : Epoch 1688 | loss: 0.0311161 | val_loss: 0.0311849 | Time: 3476.12 ms
[2022-04-20 14:20:33 main:581] : INFO : Epoch 1689 | loss: 0.0311143 | val_loss: 0.031175 | Time: 3477.74 ms
[2022-04-20 14:20:36 main:581] : INFO : Epoch 1690 | loss: 0.0311138 | val_loss: 0.0311782 | Time: 3478.63 ms
[2022-04-20 14:20:40 main:581] : INFO : Epoch 1691 | loss: 0.0311122 | val_loss: 0.0311697 | Time: 3466.32 ms
[2022-04-20 14:20:43 main:581] : INFO : Epoch 1692 | loss: 0.0311128 | val_loss: 0.0311734 | Time: 3453.27 ms
[2022-04-20 14:20:47 main:581] : INFO : Epoch 1693 | loss: 0.0311143 | val_loss: 0.0311751 | Time: 3472.69 ms
[2022-04-20 14:20:50 main:581] : INFO : Epoch 1694 | loss: 0.0311155 | val_loss: 0.0311862 | Time: 3466.35 ms
[2022-04-20 14:20:54 main:581] : INFO : Epoch 1695 | loss: 0.0311126 | val_loss: 0.0311738 | Time: 3474.98 ms
[2022-04-20 14:20:57 main:581] : INFO : Epoch 1696 | loss: 0.0311098 | val_loss: 0.0311745 | Time: 3472.19 ms
[2022-04-20 14:21:01 main:581] : INFO : Epoch 1697 | loss: 0.0311119 | val_loss: 0.03118 | Time: 3477.18 ms
[2022-04-20 14:21:04 main:581] : INFO : Epoch 1698 | loss: 0.0311104 | val_loss: 0.0311706 | Time: 3473.33 ms
[2022-04-20 14:21:08 main:581] : INFO : Epoch 1699 | loss: 0.0311089 | val_loss: 0.0311742 | Time: 3481.57 ms
[2022-04-20 14:21:11 main:581] : INFO : Epoch 1700 | loss: 0.0311101 | val_loss: 0.0311729 | Time: 3465.56 ms
[2022-04-20 14:21:15 main:581] : INFO : Epoch 1701 | loss: 0.0311116 | val_loss: 0.0311748 | Time: 3481.93 ms
[2022-04-20 14:21:18 main:581] : INFO : Epoch 1702 | loss: 0.0311111 | val_loss: 0.0311725 | Time: 3479.09 ms
[2022-04-20 14:21:21 main:581] : INFO : Epoch 1703 | loss: 0.0311097 | val_loss: 0.0311702 | Time: 3467.44 ms
[2022-04-20 14:21:25 main:581] : INFO : Epoch 1704 | loss: 0.0311131 | val_loss: 0.0311711 | Time: 3464.83 ms
[2022-04-20 14:21:28 main:581] : INFO : Epoch 1705 | loss: 0.031115 | val_loss: 0.0311725 | Time: 3468.06 ms
[2022-04-20 14:21:32 main:581] : INFO : Epoch 1706 | loss: 0.0311117 | val_loss: 0.0311752 | Time: 3459.33 ms
[2022-04-20 14:21:35 main:581] : INFO : Epoch 1707 | loss: 0.0311167 | val_loss: 0.0311814 | Time: 3479.28 ms
[2022-04-20 14:21:39 main:581] : INFO : Epoch 1708 | loss: 0.0311194 | val_loss: 0.0311686 | Time: 3477.76 ms
[2022-04-20 14:21:42 main:581] : INFO : Epoch 1709 | loss: 0.0311172 | val_loss: 0.0311724 | Time: 3482.49 ms
[2022-04-20 14:21:46 main:581] : INFO : Epoch 1710 | loss: 0.0311142 | val_loss: 0.0311683 | Time: 3468.69 ms
[2022-04-20 14:21:49 main:581] : INFO : Epoch 1711 | loss: 0.0311118 | val_loss: 0.0311715 | Time: 3471.8 ms
[2022-04-20 14:21:53 main:581] : INFO : Epoch 1712 | loss: 0.0311143 | val_loss: 0.0311724 | Time: 3461.51 ms
[2022-04-20 14:21:56 main:581] : INFO : Epoch 1713 | loss: 0.0311145 | val_loss: 0.0311723 | Time: 3453.83 ms
[2022-04-20 14:22:00 main:581] : INFO : Epoch 1714 | loss: 0.0311177 | val_loss: 0.0311739 | Time: 3464.66 ms
[2022-04-20 14:22:03 main:581] : INFO : Epoch 1715 | loss: 0.0311155 | val_loss: 0.0311749 | Time: 3474.44 ms
[2022-04-20 14:22:07 main:581] : INFO : Epoch 1716 | loss: 0.0311128 | val_loss: 0.0311742 | Time: 3481.41 ms
[2022-04-20 14:22:10 main:581] : INFO : Epoch 1717 | loss: 0.0311129 | val_loss: 0.0311739 | Time: 3468.02 ms
[2022-04-20 14:22:14 main:581] : INFO : Epoch 1718 | loss: 0.0311143 | val_loss: 0.0311717 | Time: 3473.01 ms
[2022-04-20 14:22:17 main:581] : INFO : Epoch 1719 | loss: 0.0311238 | val_loss: 0.0311738 | Time: 3479.9 ms
[2022-04-20 14:22:20 main:581] : INFO : Epoch 1720 | loss: 0.0311261 | val_loss: 0.031172 | Time: 3479.24 ms
[2022-04-20 14:22:24 main:581] : INFO : Epoch 1721 | loss: 0.0311236 | val_loss: 0.0311761 | Time: 3476.11 ms
[2022-04-20 14:22:27 main:581] : INFO : Epoch 1722 | loss: 0.0311232 | val_loss: 0.0311773 | Time: 3481.02 ms
[2022-04-20 14:22:31 main:581] : INFO : Epoch 1723 | loss: 0.0311213 | val_loss: 0.0311793 | Time: 3482.41 ms
[2022-04-20 14:22:34 main:581] : INFO : Epoch 1724 | loss: 0.0311223 | val_loss: 0.0311685 | Time: 3459.71 ms
[2022-04-20 14:22:38 main:581] : INFO : Epoch 1725 | loss: 0.0311199 | val_loss: 0.0311738 | Time: 3464.99 ms
[2022-04-20 14:22:41 main:581] : INFO : Epoch 1726 | loss: 0.0311217 | val_loss: 0.0311728 | Time: 3468.26 ms
[2022-04-20 14:22:45 main:581] : INFO : Epoch 1727 | loss: 0.031118 | val_loss: 0.031176 | Time: 3470.31 ms
[2022-04-20 14:22:48 main:581] : INFO : Epoch 1728 | loss: 0.0311177 | val_loss: 0.0311742 | Time: 3477.71 ms
[2022-04-20 14:22:52 main:581] : INFO : Epoch 1729 | loss: 0.0311184 | val_loss: 0.0311825 | Time: 3488.43 ms
[2022-04-20 14:22:55 main:581] : INFO : Epoch 1730 | loss: 0.0311173 | val_loss: 0.0311775 | Time: 3478.76 ms
[2022-04-20 14:22:59 main:581] : INFO : Epoch 1731 | loss: 0.031115 | val_loss: 0.0311786 | Time: 3478.5 ms
[2022-04-20 14:23:02 main:581] : INFO : Epoch 1732 | loss: 0.0311173 | val_loss: 0.0311753 | Time: 3477.08 ms
[2022-04-20 14:23:06 main:581] : INFO : Epoch 1733 | loss: 0.0311148 | val_loss: 0.0311743 | Time: 3466.39 ms
[2022-04-20 14:23:09 main:581] : INFO : Epoch 1734 | loss: 0.0311132 | val_loss: 0.0311779 | Time: 3453.21 ms
[2022-04-20 14:23:13 main:581] : INFO : Epoch 1735 | loss: 0.0311198 | val_loss: 0.0311785 | Time: 3468.21 ms
[2022-04-20 14:23:16 main:581] : INFO : Epoch 1736 | loss: 0.0311213 | val_loss: 0.0311725 | Time: 3459.32 ms
[2022-04-20 14:23:19 main:581] : INFO : Epoch 1737 | loss: 0.0311201 | val_loss: 0.0311731 | Time: 3475.3 ms
[2022-04-20 14:23:23 main:581] : INFO : Epoch 1738 | loss: 0.0311234 | val_loss: 0.0311684 | Time: 3468.15 ms
[2022-04-20 14:23:26 main:581] : INFO : Epoch 1739 | loss: 0.0311229 | val_loss: 0.03117 | Time: 3476.1 ms
[2022-04-20 14:23:30 main:581] : INFO : Epoch 1740 | loss: 0.0311201 | val_loss: 0.0311752 | Time: 3470.21 ms
[2022-04-20 14:23:33 main:581] : INFO : Epoch 1741 | loss: 0.0311201 | val_loss: 0.0311706 | Time: 3486.08 ms
[2022-04-20 14:23:37 main:581] : INFO : Epoch 1742 | loss: 0.0311211 | val_loss: 0.0311769 | Time: 3464.58 ms
[2022-04-20 14:23:40 main:581] : INFO : Epoch 1743 | loss: 0.0311229 | val_loss: 0.0311727 | Time: 3482.26 ms
[2022-04-20 14:23:44 main:581] : INFO : Epoch 1744 | loss: 0.0311199 | val_loss: 0.0311744 | Time: 3480.07 ms
[2022-04-20 14:23:47 main:581] : INFO : Epoch 1745 | loss: 0.0311166 | val_loss: 0.0311671 | Time: 3466.18 ms
[2022-04-20 14:23:51 main:581] : INFO : Epoch 1746 | loss: 0.0311163 | val_loss: 0.0311845 | Time: 3462.4 ms
[2022-04-20 14:23:54 main:581] : INFO : Epoch 1747 | loss: 0.031116 | val_loss: 0.0311721 | Time: 3466.41 ms
[2022-04-20 14:23:58 main:581] : INFO : Epoch 1748 | loss: 0.0311133 | val_loss: 0.0311742 | Time: 3465.01 ms
[2022-04-20 14:24:01 main:581] : INFO : Epoch 1749 | loss: 0.0311132 | val_loss: 0.0311789 | Time: 3478.66 ms
[2022-04-20 14:24:05 main:581] : INFO : Epoch 1750 | loss: 0.0311129 | val_loss: 0.0311807 | Time: 3473.93 ms
[2022-04-20 14:24:08 main:581] : INFO : Epoch 1751 | loss: 0.0311129 | val_loss: 0.0311738 | Time: 3489.1 ms
[2022-04-20 14:24:12 main:581] : INFO : Epoch 1752 | loss: 0.0311198 | val_loss: 0.0311831 | Time: 3477.75 ms
[2022-04-20 14:24:15 main:581] : INFO : Epoch 1753 | loss: 0.0311134 | val_loss: 0.0311774 | Time: 3474.47 ms
[2022-04-20 14:24:19 main:581] : INFO : Epoch 1754 | loss: 0.0311124 | val_loss: 0.0311762 | Time: 3464.76 ms
[2022-04-20 14:24:22 main:581] : INFO : Epoch 1755 | loss: 0.0311208 | val_loss: 0.0311747 | Time: 3460.4 ms
[2022-04-20 14:24:25 main:581] : INFO : Epoch 1756 | loss: 0.0311213 | val_loss: 0.0311737 | Time: 3469.14 ms
[2022-04-20 14:24:29 main:581] : INFO : Epoch 1757 | loss: 0.0311207 | val_loss: 0.0311764 | Time: 3471.85 ms
[2022-04-20 14:24:32 main:581] : INFO : Epoch 1758 | loss: 0.0311203 | val_loss: 0.0311751 | Time: 3478.11 ms
[2022-04-20 14:24:36 main:581] : INFO : Epoch 1759 | loss: 0.0311241 | val_loss: 0.0311787 | Time: 3465.36 ms
[2022-04-20 14:24:39 main:581] : INFO : Epoch 1760 | loss: 0.0311217 | val_loss: 0.0311753 | Time: 3476.65 ms
[2022-04-20 14:24:43 main:581] : INFO : Epoch 1761 | loss: 0.0311186 | val_loss: 0.0311772 | Time: 3479.97 ms
[2022-04-20 14:24:46 main:581] : INFO : Epoch 1762 | loss: 0.0311166 | val_loss: 0.0311733 | Time: 3481.91 ms
[2022-04-20 14:24:50 main:581] : INFO : Epoch 1763 | loss: 0.0311161 | val_loss: 0.0311771 | Time: 3472.53 ms
[2022-04-20 14:24:53 main:581] : INFO : Epoch 1764 | loss: 0.0311135 | val_loss: 0.0311723 | Time: 3484.01 ms
[2022-04-20 14:24:57 main:581] : INFO : Epoch 1765 | loss: 0.0311131 | val_loss: 0.0311803 | Time: 3481.04 ms
[2022-04-20 14:25:00 main:581] : INFO : Epoch 1766 | loss: 0.0311114 | val_loss: 0.0311732 | Time: 3465.13 ms
[2022-04-20 14:25:04 main:581] : INFO : Epoch 1767 | loss: 0.0311138 | val_loss: 0.0311697 | Time: 3467.98 ms
[2022-04-20 14:25:07 main:581] : INFO : Epoch 1768 | loss: 0.0311123 | val_loss: 0.0311817 | Time: 3472.65 ms
[2022-04-20 14:25:11 main:581] : INFO : Epoch 1769 | loss: 0.0311124 | val_loss: 0.0311704 | Time: 3469.77 ms
[2022-04-20 14:25:14 main:581] : INFO : Epoch 1770 | loss: 0.0311132 | val_loss: 0.031173 | Time: 3475.94 ms
[2022-04-20 14:25:18 main:581] : INFO : Epoch 1771 | loss: 0.0311177 | val_loss: 0.0311694 | Time: 3490.17 ms
[2022-04-20 14:25:21 main:581] : INFO : Epoch 1772 | loss: 0.0311169 | val_loss: 0.0311752 | Time: 3483.04 ms
[2022-04-20 14:25:25 main:581] : INFO : Epoch 1773 | loss: 0.0311154 | val_loss: 0.0311703 | Time: 3477.83 ms
[2022-04-20 14:25:28 main:581] : INFO : Epoch 1774 | loss: 0.0311168 | val_loss: 0.0311659 | Time: 3477.09 ms
[2022-04-20 14:25:32 main:581] : INFO : Epoch 1775 | loss: 0.0311166 | val_loss: 0.0311829 | Time: 3469.7 ms
[2022-04-20 14:25:35 main:581] : INFO : Epoch 1776 | loss: 0.0311155 | val_loss: 0.031175 | Time: 3458.5 ms
[2022-04-20 14:25:38 main:581] : INFO : Epoch 1777 | loss: 0.0311143 | val_loss: 0.0311743 | Time: 3473.4 ms
[2022-04-20 14:25:42 main:581] : INFO : Epoch 1778 | loss: 0.0311121 | val_loss: 0.0311704 | Time: 3466.65 ms
[2022-04-20 14:25:45 main:581] : INFO : Epoch 1779 | loss: 0.0311141 | val_loss: 0.0311756 | Time: 3474.93 ms
[2022-04-20 14:25:49 main:581] : INFO : Epoch 1780 | loss: 0.0311118 | val_loss: 0.0311791 | Time: 3467.52 ms
[2022-04-20 14:25:52 main:581] : INFO : Epoch 1781 | loss: 0.0311142 | val_loss: 0.0311723 | Time: 3472.44 ms
[2022-04-20 14:25:56 main:581] : INFO : Epoch 1782 | loss: 0.0311149 | val_loss: 0.0311723 | Time: 3474.62 ms
[2022-04-20 14:25:59 main:581] : INFO : Epoch 1783 | loss: 0.0311165 | val_loss: 0.0311777 | Time: 3482.66 ms
[2022-04-20 14:26:03 main:581] : INFO : Epoch 1784 | loss: 0.0311191 | val_loss: 0.0311799 | Time: 3465.63 ms
[2022-04-20 14:26:06 main:581] : INFO : Epoch 1785 | loss: 0.0311155 | val_loss: 0.0311808 | Time: 3481.89 ms
[2022-04-20 14:26:10 main:581] : INFO : Epoch 1786 | loss: 0.0311122 | val_loss: 0.0311785 | Time: 3474.64 ms
[2022-04-20 14:26:13 main:581] : INFO : Epoch 1787 | loss: 0.0311123 | val_loss: 0.0311778 | Time: 3463.87 ms
[2022-04-20 14:26:17 main:581] : INFO : Epoch 1788 | loss: 0.0311142 | val_loss: 0.0311799 | Time: 3459.84 ms
[2022-04-20 14:26:20 main:581] : INFO : Epoch 1789 | loss: 0.0311104 | val_loss: 0.0311775 | Time: 3463.54 ms
[2022-04-20 14:26:24 main:581] : INFO : Epoch 1790 | loss: 0.0311093 | val_loss: 0.0311774 | Time: 3465.87 ms
[2022-04-20 14:26:27 main:581] : INFO : Epoch 1791 | loss: 0.0311103 | val_loss: 0.0311877 | Time: 3483.56 ms
[2022-04-20 14:26:31 main:581] : INFO : Epoch 1792 | loss: 0.0311124 | val_loss: 0.0311812 | Time: 3482.97 ms
[2022-04-20 14:26:34 main:581] : INFO : Epoch 1793 | loss: 0.0311076 | val_loss: 0.0311748 | Time: 3485.81 ms
[2022-04-20 14:26:37 main:581] : INFO : Epoch 1794 | loss: 0.0311053 | val_loss: 0.0311841 | Time: 3476.1 ms
[2022-04-20 14:26:41 main:581] : INFO : Epoch 1795 | loss: 0.0311075 | val_loss: 0.0311778 | Time: 3471.72 ms
[2022-04-20 14:26:44 main:581] : INFO : Epoch 1796 | loss: 0.0311131 | val_loss: 0.0311807 | Time: 3470.14 ms
[2022-04-20 14:26:48 main:581] : INFO : Epoch 1797 | loss: 0.0311198 | val_loss: 0.031181 | Time: 3449.85 ms
[2022-04-20 14:26:51 main:581] : INFO : Epoch 1798 | loss: 0.0311187 | val_loss: 0.0311829 | Time: 3469.65 ms
[2022-04-20 14:26:55 main:581] : INFO : Epoch 1799 | loss: 0.0311188 | val_loss: 0.031185 | Time: 3473.21 ms
[2022-04-20 14:26:58 main:581] : INFO : Epoch 1800 | loss: 0.0311148 | val_loss: 0.0311739 | Time: 3475.05 ms
[2022-04-20 14:27:02 main:581] : INFO : Epoch 1801 | loss: 0.0311105 | val_loss: 0.0311764 | Time: 3474.16 ms
[2022-04-20 14:27:05 main:581] : INFO : Epoch 1802 | loss: 0.0311094 | val_loss: 0.031175 | Time: 3474.44 ms
[2022-04-20 14:27:09 main:581] : INFO : Epoch 1803 | loss: 0.0311129 | val_loss: 0.0311735 | Time: 3477.84 ms
[2022-04-20 14:27:12 main:581] : INFO : Epoch 1804 | loss: 0.0311163 | val_loss: 0.031173 | Time: 3483.63 ms
[2022-04-20 14:27:16 main:581] : INFO : Epoch 1805 | loss: 0.0311187 | val_loss: 0.0311828 | Time: 3470.65 ms
[2022-04-20 14:27:19 main:581] : INFO : Epoch 1806 | loss: 0.0311164 | val_loss: 0.0311676 | Time: 3481.03 ms
[2022-04-20 14:27:23 main:581] : INFO : Epoch 1807 | loss: 0.031117 | val_loss: 0.0311751 | Time: 3479.45 ms
[2022-04-20 14:27:26 main:581] : INFO : Epoch 1808 | loss: 0.0311118 | val_loss: 0.031174 | Time: 3465.06 ms
[2022-04-20 14:27:30 main:581] : INFO : Epoch 1809 | loss: 0.0311092 | val_loss: 0.0311757 | Time: 3467.85 ms
[2022-04-20 14:27:33 main:581] : INFO : Epoch 1810 | loss: 0.0311087 | val_loss: 0.0311728 | Time: 3470.63 ms
[2022-04-20 14:27:37 main:581] : INFO : Epoch 1811 | loss: 0.0311129 | val_loss: 0.0311731 | Time: 3473.84 ms
[2022-04-20 14:27:40 main:581] : INFO : Epoch 1812 | loss: 0.0311094 | val_loss: 0.0311758 | Time: 3479.51 ms
[2022-04-20 14:27:43 main:581] : INFO : Epoch 1813 | loss: 0.0311108 | val_loss: 0.0311761 | Time: 3488.38 ms
[2022-04-20 14:27:47 main:581] : INFO : Epoch 1814 | loss: 0.0311099 | val_loss: 0.0311732 | Time: 3480.86 ms
[2022-04-20 14:27:50 main:581] : INFO : Epoch 1815 | loss: 0.0311102 | val_loss: 0.031173 | Time: 3472.39 ms
[2022-04-20 14:27:54 main:581] : INFO : Epoch 1816 | loss: 0.0311154 | val_loss: 0.0311974 | Time: 3467.8 ms
[2022-04-20 14:27:57 main:581] : INFO : Epoch 1817 | loss: 0.0311124 | val_loss: 0.0311719 | Time: 3464.93 ms
[2022-04-20 14:28:01 main:581] : INFO : Epoch 1818 | loss: 0.0311096 | val_loss: 0.0311814 | Time: 3449.09 ms
[2022-04-20 14:28:04 main:581] : INFO : Epoch 1819 | loss: 0.031107 | val_loss: 0.0311752 | Time: 3469.84 ms
[2022-04-20 14:28:08 main:581] : INFO : Epoch 1820 | loss: 0.0311066 | val_loss: 0.0311899 | Time: 3464.91 ms
[2022-04-20 14:28:11 main:581] : INFO : Epoch 1821 | loss: 0.0311094 | val_loss: 0.0311794 | Time: 3475.18 ms
[2022-04-20 14:28:15 main:581] : INFO : Epoch 1822 | loss: 0.0311046 | val_loss: 0.0311812 | Time: 3467.8 ms
[2022-04-20 14:28:18 main:581] : INFO : Epoch 1823 | loss: 0.0311102 | val_loss: 0.0311802 | Time: 3477.54 ms
[2022-04-20 14:28:22 main:581] : INFO : Epoch 1824 | loss: 0.0311145 | val_loss: 0.0311779 | Time: 3479.65 ms
[2022-04-20 14:28:25 main:581] : INFO : Epoch 1825 | loss: 0.0311167 | val_loss: 0.0311754 | Time: 3483.46 ms
[2022-04-20 14:28:29 main:581] : INFO : Epoch 1826 | loss: 0.031117 | val_loss: 0.0311769 | Time: 3467.4 ms
[2022-04-20 14:28:32 main:581] : INFO : Epoch 1827 | loss: 0.0311153 | val_loss: 0.0311799 | Time: 3476.66 ms
[2022-04-20 14:28:36 main:581] : INFO : Epoch 1828 | loss: 0.0311143 | val_loss: 0.0311798 | Time: 3470.28 ms
[2022-04-20 14:28:39 main:581] : INFO : Epoch 1829 | loss: 0.0311117 | val_loss: 0.0311735 | Time: 3460.77 ms
[2022-04-20 14:28:42 main:581] : INFO : Epoch 1830 | loss: 0.031112 | val_loss: 0.0311798 | Time: 3466.6 ms
[2022-04-20 14:28:46 main:581] : INFO : Epoch 1831 | loss: 0.0311147 | val_loss: 0.0311742 | Time: 3466.6 ms
[2022-04-20 14:28:49 main:581] : INFO : Epoch 1832 | loss: 0.0311169 | val_loss: 0.0311763 | Time: 3461.55 ms
[2022-04-20 14:28:53 main:581] : INFO : Epoch 1833 | loss: 0.031115 | val_loss: 0.0311724 | Time: 3485.74 ms
[2022-04-20 14:28:56 main:581] : INFO : Epoch 1834 | loss: 0.031112 | val_loss: 0.0311807 | Time: 3479.47 ms
[2022-04-20 14:29:00 main:581] : INFO : Epoch 1835 | loss: 0.0311113 | val_loss: 0.031174 | Time: 3489.14 ms
[2022-04-20 14:29:03 main:581] : INFO : Epoch 1836 | loss: 0.0311093 | val_loss: 0.0311756 | Time: 3471.74 ms
[2022-04-20 14:29:07 main:581] : INFO : Epoch 1837 | loss: 0.0311098 | val_loss: 0.0311794 | Time: 3475.88 ms
[2022-04-20 14:29:10 main:581] : INFO : Epoch 1838 | loss: 0.0311089 | val_loss: 0.0311747 | Time: 3462.74 ms
[2022-04-20 14:29:14 main:581] : INFO : Epoch 1839 | loss: 0.0311138 | val_loss: 0.0311764 | Time: 3458.16 ms
[2022-04-20 14:29:17 main:581] : INFO : Epoch 1840 | loss: 0.0311122 | val_loss: 0.0311735 | Time: 3468.85 ms
[2022-04-20 14:29:21 main:581] : INFO : Epoch 1841 | loss: 0.0311094 | val_loss: 0.0311765 | Time: 3475.95 ms
[2022-04-20 14:29:24 main:581] : INFO : Epoch 1842 | loss: 0.0311095 | val_loss: 0.0311735 | Time: 3472.82 ms
[2022-04-20 14:29:28 main:581] : INFO : Epoch 1843 | loss: 0.0311066 | val_loss: 0.031178 | Time: 3475.08 ms
[2022-04-20 14:29:31 main:581] : INFO : Epoch 1844 | loss: 0.0311103 | val_loss: 0.0311682 | Time: 3478.01 ms
[2022-04-20 14:29:35 main:581] : INFO : Epoch 1845 | loss: 0.0311137 | val_loss: 0.0311813 | Time: 3472.08 ms
[2022-04-20 14:29:38 main:581] : INFO : Epoch 1846 | loss: 0.0311114 | val_loss: 0.0311737 | Time: 3486.88 ms
[2022-04-20 14:29:42 main:581] : INFO : Epoch 1847 | loss: 0.0311088 | val_loss: 0.0311744 | Time: 3469.78 ms
[2022-04-20 14:29:45 main:581] : INFO : Epoch 1848 | loss: 0.0311105 | val_loss: 0.0311721 | Time: 3481.77 ms
[2022-04-20 14:29:49 main:581] : INFO : Epoch 1849 | loss: 0.03111 | val_loss: 0.0311771 | Time: 3482.71 ms
[2022-04-20 14:29:52 main:581] : INFO : Epoch 1850 | loss: 0.0311094 | val_loss: 0.0311778 | Time: 3460.98 ms
[2022-04-20 14:29:55 main:581] : INFO : Epoch 1851 | loss: 0.0311092 | val_loss: 0.0311879 | Time: 3461.37 ms
[2022-04-20 14:29:59 main:581] : INFO : Epoch 1852 | loss: 0.0311084 | val_loss: 0.0311839 | Time: 3468.28 ms
[2022-04-20 14:30:02 main:581] : INFO : Epoch 1853 | loss: 0.0311148 | val_loss: 0.031179 | Time: 3474.54 ms
[2022-04-20 14:30:06 main:581] : INFO : Epoch 1854 | loss: 0.0311176 | val_loss: 0.0311716 | Time: 3482.36 ms
[2022-04-20 14:30:09 main:581] : INFO : Epoch 1855 | loss: 0.0311119 | val_loss: 0.0311742 | Time: 3486.79 ms
[2022-04-20 14:30:13 main:581] : INFO : Epoch 1856 | loss: 0.0311116 | val_loss: 0.0311767 | Time: 3485.53 ms
[2022-04-20 14:30:16 main:581] : INFO : Epoch 1857 | loss: 0.0311086 | val_loss: 0.0311783 | Time: 3474.58 ms
[2022-04-20 14:30:20 main:581] : INFO : Epoch 1858 | loss: 0.0311081 | val_loss: 0.0311816 | Time: 3475.26 ms
[2022-04-20 14:30:23 main:581] : INFO : Epoch 1859 | loss: 0.0311096 | val_loss: 0.0311733 | Time: 3463.77 ms
[2022-04-20 14:30:27 main:581] : INFO : Epoch 1860 | loss: 0.0311133 | val_loss: 0.0311792 | Time: 3449.43 ms
[2022-04-20 14:30:30 main:581] : INFO : Epoch 1861 | loss: 0.0311154 | val_loss: 0.0311787 | Time: 3468.42 ms
[2022-04-20 14:30:34 main:581] : INFO : Epoch 1862 | loss: 0.0311095 | val_loss: 0.0311755 | Time: 3469.37 ms
[2022-04-20 14:30:37 main:581] : INFO : Epoch 1863 | loss: 0.0311096 | val_loss: 0.0311762 | Time: 3475.15 ms
[2022-04-20 14:30:41 main:581] : INFO : Epoch 1864 | loss: 0.031109 | val_loss: 0.0311857 | Time: 3476 ms
[2022-04-20 14:30:44 main:581] : INFO : Epoch 1865 | loss: 0.0311144 | val_loss: 0.0311748 | Time: 3478.68 ms
[2022-04-20 14:30:48 main:581] : INFO : Epoch 1866 | loss: 0.0311093 | val_loss: 0.0311776 | Time: 3476.48 ms
[2022-04-20 14:30:51 main:581] : INFO : Epoch 1867 | loss: 0.0311075 | val_loss: 0.0311786 | Time: 3480.71 ms
[2022-04-20 14:30:54 main:581] : INFO : Epoch 1868 | loss: 0.0311052 | val_loss: 0.031185 | Time: 3459.05 ms
[2022-04-20 14:30:58 main:581] : INFO : Epoch 1869 | loss: 0.031108 | val_loss: 0.0311717 | Time: 3474.47 ms
[2022-04-20 14:31:01 main:581] : INFO : Epoch 1870 | loss: 0.0311093 | val_loss: 0.0311853 | Time: 3471 ms
[2022-04-20 14:31:05 main:581] : INFO : Epoch 1871 | loss: 0.0311172 | val_loss: 0.0311734 | Time: 3463.03 ms
[2022-04-20 14:31:08 main:581] : INFO : Epoch 1872 | loss: 0.0311195 | val_loss: 0.03117 | Time: 3460.24 ms
[2022-04-20 14:31:12 main:581] : INFO : Epoch 1873 | loss: 0.0311154 | val_loss: 0.0311755 | Time: 3470.47 ms
[2022-04-20 14:31:15 main:581] : INFO : Epoch 1874 | loss: 0.0311178 | val_loss: 0.0311742 | Time: 3466.7 ms
[2022-04-20 14:31:19 main:581] : INFO : Epoch 1875 | loss: 0.031111 | val_loss: 0.0311771 | Time: 3484 ms
[2022-04-20 14:31:22 main:581] : INFO : Epoch 1876 | loss: 0.0311087 | val_loss: 0.0311754 | Time: 3485.95 ms
[2022-04-20 14:31:26 main:581] : INFO : Epoch 1877 | loss: 0.0311095 | val_loss: 0.0311754 | Time: 3485.17 ms
[2022-04-20 14:31:29 main:581] : INFO : Epoch 1878 | loss: 0.031109 | val_loss: 0.0311763 | Time: 3476.59 ms
[2022-04-20 14:31:33 main:581] : INFO : Epoch 1879 | loss: 0.0311059 | val_loss: 0.0311752 | Time: 3471.92 ms
[2022-04-20 14:31:36 main:581] : INFO : Epoch 1880 | loss: 0.0311031 | val_loss: 0.0311771 | Time: 3461.67 ms
[2022-04-20 14:31:40 main:581] : INFO : Epoch 1881 | loss: 0.0311021 | val_loss: 0.0311788 | Time: 3454.41 ms
[2022-04-20 14:31:43 main:581] : INFO : Epoch 1882 | loss: 0.031103 | val_loss: 0.0311756 | Time: 3460.84 ms
[2022-04-20 14:31:47 main:581] : INFO : Epoch 1883 | loss: 0.0311057 | val_loss: 0.0311714 | Time: 3471.47 ms
[2022-04-20 14:31:50 main:581] : INFO : Epoch 1884 | loss: 0.0311032 | val_loss: 0.0311817 | Time: 3482.74 ms
[2022-04-20 14:31:53 main:581] : INFO : Epoch 1885 | loss: 0.0311044 | val_loss: 0.0311854 | Time: 3474.23 ms
[2022-04-20 14:31:57 main:581] : INFO : Epoch 1886 | loss: 0.0311048 | val_loss: 0.0311695 | Time: 3476.3 ms
[2022-04-20 14:32:00 main:581] : INFO : Epoch 1887 | loss: 0.0311068 | val_loss: 0.0311774 | Time: 3479.44 ms
[2022-04-20 14:32:04 main:581] : INFO : Epoch 1888 | loss: 0.0311135 | val_loss: 0.0311759 | Time: 3483.19 ms
[2022-04-20 14:32:07 main:581] : INFO : Epoch 1889 | loss: 0.0311125 | val_loss: 0.0311779 | Time: 3469.11 ms
[2022-04-20 14:32:11 main:581] : INFO : Epoch 1890 | loss: 0.0311097 | val_loss: 0.0311709 | Time: 3476.78 ms
[2022-04-20 14:32:14 main:581] : INFO : Epoch 1891 | loss: 0.0311067 | val_loss: 0.0311781 | Time: 3481.28 ms
[2022-04-20 14:32:18 main:581] : INFO : Epoch 1892 | loss: 0.0311078 | val_loss: 0.0311832 | Time: 3464.77 ms
[2022-04-20 14:32:21 main:581] : INFO : Epoch 1893 | loss: 0.0311044 | val_loss: 0.0311725 | Time: 3465.18 ms
[2022-04-20 14:32:25 main:581] : INFO : Epoch 1894 | loss: 0.0311053 | val_loss: 0.031178 | Time: 3474.66 ms
[2022-04-20 14:32:28 main:581] : INFO : Epoch 1895 | loss: 0.0311047 | val_loss: 0.0311802 | Time: 3469.74 ms
[2022-04-20 14:32:32 main:581] : INFO : Epoch 1896 | loss: 0.0311092 | val_loss: 0.031178 | Time: 3482.62 ms
[2022-04-20 14:32:35 main:581] : INFO : Epoch 1897 | loss: 0.0311101 | val_loss: 0.0311782 | Time: 3490.91 ms
[2022-04-20 14:32:39 main:581] : INFO : Epoch 1898 | loss: 0.0311073 | val_loss: 0.0311763 | Time: 3481.86 ms
[2022-04-20 14:32:42 main:581] : INFO : Epoch 1899 | loss: 0.0311052 | val_loss: 0.0311802 | Time: 3477.16 ms
[2022-04-20 14:32:46 main:581] : INFO : Epoch 1900 | loss: 0.0311027 | val_loss: 0.0311797 | Time: 3471.37 ms
[2022-04-20 14:32:49 main:581] : INFO : Epoch 1901 | loss: 0.0311077 | val_loss: 0.0311816 | Time: 3464.49 ms
[2022-04-20 14:32:53 main:581] : INFO : Epoch 1902 | loss: 0.0311079 | val_loss: 0.031175 | Time: 3453.6 ms
[2022-04-20 14:32:56 main:581] : INFO : Epoch 1903 | loss: 0.031109 | val_loss: 0.0311784 | Time: 3468.58 ms
[2022-04-20 14:32:59 main:581] : INFO : Epoch 1904 | loss: 0.0311059 | val_loss: 0.031171 | Time: 3472.17 ms
[2022-04-20 14:33:03 main:581] : INFO : Epoch 1905 | loss: 0.0311096 | val_loss: 0.0311728 | Time: 3476.68 ms
[2022-04-20 14:33:06 main:581] : INFO : Epoch 1906 | loss: 0.0311057 | val_loss: 0.0311851 | Time: 3474.8 ms
[2022-04-20 14:33:10 main:581] : INFO : Epoch 1907 | loss: 0.0311076 | val_loss: 0.0311793 | Time: 3477.62 ms
[2022-04-20 14:33:13 main:581] : INFO : Epoch 1908 | loss: 0.0311079 | val_loss: 0.0311761 | Time: 3477.45 ms
[2022-04-20 14:33:17 main:581] : INFO : Epoch 1909 | loss: 0.0311111 | val_loss: 0.0311725 | Time: 3481.38 ms
[2022-04-20 14:33:20 main:581] : INFO : Epoch 1910 | loss: 0.0311125 | val_loss: 0.0311821 | Time: 3464.27 ms
[2022-04-20 14:33:24 main:581] : INFO : Epoch 1911 | loss: 0.0311111 | val_loss: 0.0311808 | Time: 3482.65 ms
[2022-04-20 14:33:27 main:581] : INFO : Epoch 1912 | loss: 0.0311129 | val_loss: 0.031176 | Time: 3477.04 ms
[2022-04-20 14:33:31 main:581] : INFO : Epoch 1913 | loss: 0.0311119 | val_loss: 0.0311785 | Time: 3457.51 ms
[2022-04-20 14:33:34 main:581] : INFO : Epoch 1914 | loss: 0.0311105 | val_loss: 0.0311778 | Time: 3463.97 ms
[2022-04-20 14:33:38 main:581] : INFO : Epoch 1915 | loss: 0.03111 | val_loss: 0.0311797 | Time: 3464.61 ms
[2022-04-20 14:33:41 main:581] : INFO : Epoch 1916 | loss: 0.0311096 | val_loss: 0.0311807 | Time: 3468.19 ms
[2022-04-20 14:33:45 main:581] : INFO : Epoch 1917 | loss: 0.0311117 | val_loss: 0.0311774 | Time: 3481.5 ms
[2022-04-20 14:33:48 main:581] : INFO : Epoch 1918 | loss: 0.0311114 | val_loss: 0.0311801 | Time: 3485.26 ms
[2022-04-20 14:33:52 main:581] : INFO : Epoch 1919 | loss: 0.0311042 | val_loss: 0.0311835 | Time: 3485.23 ms
[2022-04-20 14:33:55 main:581] : INFO : Epoch 1920 | loss: 0.0311039 | val_loss: 0.0311745 | Time: 3475.06 ms
[2022-04-20 14:33:59 main:581] : INFO : Epoch 1921 | loss: 0.0311053 | val_loss: 0.031177 | Time: 3473.57 ms
[2022-04-20 14:34:02 main:581] : INFO : Epoch 1922 | loss: 0.0311049 | val_loss: 0.0311822 | Time: 3466.1 ms
[2022-04-20 14:34:05 main:581] : INFO : Epoch 1923 | loss: 0.0311003 | val_loss: 0.0311824 | Time: 3453.17 ms
[2022-04-20 14:34:09 main:581] : INFO : Epoch 1924 | loss: 0.0311012 | val_loss: 0.0311863 | Time: 3465.52 ms
[2022-04-20 14:34:12 main:581] : INFO : Epoch 1925 | loss: 0.0311008 | val_loss: 0.0311801 | Time: 3477.95 ms
[2022-04-20 14:34:16 main:581] : INFO : Epoch 1926 | loss: 0.0311001 | val_loss: 0.0311801 | Time: 3480.07 ms
[2022-04-20 14:34:19 main:581] : INFO : Epoch 1927 | loss: 0.0311034 | val_loss: 0.0311845 | Time: 3473.32 ms
[2022-04-20 14:34:23 main:581] : INFO : Epoch 1928 | loss: 0.0311021 | val_loss: 0.0311883 | Time: 3472.54 ms
[2022-04-20 14:34:26 main:581] : INFO : Epoch 1929 | loss: 0.0311078 | val_loss: 0.0311894 | Time: 3475.42 ms
[2022-04-20 14:34:30 main:581] : INFO : Epoch 1930 | loss: 0.0311097 | val_loss: 0.0311771 | Time: 3479.52 ms
[2022-04-20 14:34:33 main:581] : INFO : Epoch 1931 | loss: 0.0311135 | val_loss: 0.0311752 | Time: 3472.48 ms
[2022-04-20 14:34:37 main:581] : INFO : Epoch 1932 | loss: 0.0311106 | val_loss: 0.0311774 | Time: 3480.07 ms
[2022-04-20 14:34:40 main:581] : INFO : Epoch 1933 | loss: 0.0311067 | val_loss: 0.031174 | Time: 3481.24 ms
[2022-04-20 14:34:44 main:581] : INFO : Epoch 1934 | loss: 0.0311017 | val_loss: 0.0311852 | Time: 3465.4 ms
[2022-04-20 14:34:47 main:581] : INFO : Epoch 1935 | loss: 0.0311026 | val_loss: 0.0311783 | Time: 3463.95 ms
[2022-04-20 14:34:51 main:581] : INFO : Epoch 1936 | loss: 0.0311015 | val_loss: 0.0311805 | Time: 3464.53 ms
[2022-04-20 14:34:54 main:581] : INFO : Epoch 1937 | loss: 0.031102 | val_loss: 0.0311812 | Time: 3469.84 ms
[2022-04-20 14:34:58 main:581] : INFO : Epoch 1938 | loss: 0.0311134 | val_loss: 0.0311662 | Time: 3483.56 ms
[2022-04-20 14:35:01 main:581] : INFO : Epoch 1939 | loss: 0.0311123 | val_loss: 0.0311817 | Time: 3491.28 ms
[2022-04-20 14:35:05 main:581] : INFO : Epoch 1940 | loss: 0.0311054 | val_loss: 0.0311757 | Time: 3483.62 ms
[2022-04-20 14:35:08 main:581] : INFO : Epoch 1941 | loss: 0.0311025 | val_loss: 0.031189 | Time: 3475.42 ms
[2022-04-20 14:35:12 main:581] : INFO : Epoch 1942 | loss: 0.0311006 | val_loss: 0.0311871 | Time: 3471.96 ms
[2022-04-20 14:35:15 main:581] : INFO : Epoch 1943 | loss: 0.0311024 | val_loss: 0.0311859 | Time: 3468.79 ms
[2022-04-20 14:35:18 main:581] : INFO : Epoch 1944 | loss: 0.0311021 | val_loss: 0.0311836 | Time: 3453.8 ms
[2022-04-20 14:35:22 main:581] : INFO : Epoch 1945 | loss: 0.0311013 | val_loss: 0.0311865 | Time: 3465.31 ms
[2022-04-20 14:35:25 main:581] : INFO : Epoch 1946 | loss: 0.0311001 | val_loss: 0.0311731 | Time: 3474.64 ms
[2022-04-20 14:35:29 main:581] : INFO : Epoch 1947 | loss: 0.0311009 | val_loss: 0.0311749 | Time: 3475.97 ms
[2022-04-20 14:35:32 main:581] : INFO : Epoch 1948 | loss: 0.0310992 | val_loss: 0.0311779 | Time: 3473.94 ms
[2022-04-20 14:35:36 main:581] : INFO : Epoch 1949 | loss: 0.0311037 | val_loss: 0.0311728 | Time: 3480.09 ms
[2022-04-20 14:35:39 main:581] : INFO : Epoch 1950 | loss: 0.0311021 | val_loss: 0.0311853 | Time: 3474.96 ms
[2022-04-20 14:35:43 main:581] : INFO : Epoch 1951 | loss: 0.0311006 | val_loss: 0.031182 | Time: 3479.6 ms
[2022-04-20 14:35:46 main:581] : INFO : Epoch 1952 | loss: 0.0311002 | val_loss: 0.0311809 | Time: 3462.79 ms
[2022-04-20 14:35:50 main:581] : INFO : Epoch 1953 | loss: 0.0310968 | val_loss: 0.0311764 | Time: 3480.13 ms
[2022-04-20 14:35:53 main:581] : INFO : Epoch 1954 | loss: 0.0311021 | val_loss: 0.0311782 | Time: 3476.66 ms
[2022-04-20 14:35:57 main:581] : INFO : Epoch 1955 | loss: 0.0311041 | val_loss: 0.0311837 | Time: 3461.99 ms
[2022-04-20 14:36:00 main:581] : INFO : Epoch 1956 | loss: 0.0310995 | val_loss: 0.0311809 | Time: 3461.98 ms
[2022-04-20 14:36:04 main:581] : INFO : Epoch 1957 | loss: 0.0311006 | val_loss: 0.0311886 | Time: 3469.07 ms
[2022-04-20 14:36:07 main:581] : INFO : Epoch 1958 | loss: 0.0310981 | val_loss: 0.0311843 | Time: 3462.51 ms
[2022-04-20 14:36:11 main:581] : INFO : Epoch 1959 | loss: 0.0311008 | val_loss: 0.0311857 | Time: 3480.25 ms
[2022-04-20 14:36:14 main:581] : INFO : Epoch 1960 | loss: 0.0311029 | val_loss: 0.0311842 | Time: 3489.96 ms
[2022-04-20 14:36:17 main:581] : INFO : Epoch 1961 | loss: 0.0311013 | val_loss: 0.0311876 | Time: 3487.97 ms
[2022-04-20 14:36:21 main:581] : INFO : Epoch 1962 | loss: 0.0311026 | val_loss: 0.0311867 | Time: 3477.3 ms
[2022-04-20 14:36:24 main:581] : INFO : Epoch 1963 | loss: 0.0311019 | val_loss: 0.0311786 | Time: 3468.88 ms
[2022-04-20 14:36:28 main:581] : INFO : Epoch 1964 | loss: 0.0311021 | val_loss: 0.031183 | Time: 3465.81 ms
[2022-04-20 14:36:31 main:581] : INFO : Epoch 1965 | loss: 0.0311075 | val_loss: 0.0311807 | Time: 3451.25 ms
[2022-04-20 14:36:35 main:581] : INFO : Epoch 1966 | loss: 0.0311098 | val_loss: 0.0311754 | Time: 3463.16 ms
[2022-04-20 14:36:38 main:581] : INFO : Epoch 1967 | loss: 0.031111 | val_loss: 0.0311771 | Time: 3472.49 ms
[2022-04-20 14:36:42 main:581] : INFO : Epoch 1968 | loss: 0.0311054 | val_loss: 0.03118 | Time: 3479.54 ms
[2022-04-20 14:36:45 main:581] : INFO : Epoch 1969 | loss: 0.0311043 | val_loss: 0.0311765 | Time: 3471.72 ms
[2022-04-20 14:36:49 main:581] : INFO : Epoch 1970 | loss: 0.0311052 | val_loss: 0.0311855 | Time: 3472.59 ms
[2022-04-20 14:36:52 main:581] : INFO : Epoch 1971 | loss: 0.0311058 | val_loss: 0.0311758 | Time: 3477.18 ms
[2022-04-20 14:36:56 main:581] : INFO : Epoch 1972 | loss: 0.0311094 | val_loss: 0.0311789 | Time: 3478.77 ms
[2022-04-20 14:36:59 main:581] : INFO : Epoch 1973 | loss: 0.0311147 | val_loss: 0.0311735 | Time: 3470.49 ms
[2022-04-20 14:37:03 main:581] : INFO : Epoch 1974 | loss: 0.0311161 | val_loss: 0.0311773 | Time: 3482.22 ms
[2022-04-20 14:37:06 main:581] : INFO : Epoch 1975 | loss: 0.0311262 | val_loss: 0.0319959 | Time: 3483.23 ms
[2022-04-20 14:37:10 main:581] : INFO : Epoch 1976 | loss: 0.0363065 | val_loss: 0.0350165 | Time: 3465.75 ms
[2022-04-20 14:37:13 main:581] : INFO : Epoch 1977 | loss: 0.0341557 | val_loss: 0.0322403 | Time: 3464.67 ms
[2022-04-20 14:37:17 main:581] : INFO : Epoch 1978 | loss: 0.0315424 | val_loss: 0.0313427 | Time: 3471.9 ms
[2022-04-20 14:37:20 main:581] : INFO : Epoch 1979 | loss: 0.0311966 | val_loss: 0.0311911 | Time: 3473.37 ms
[2022-04-20 14:37:23 main:581] : INFO : Epoch 1980 | loss: 0.0311374 | val_loss: 0.031175 | Time: 3479.51 ms
[2022-04-20 14:37:27 main:581] : INFO : Epoch 1981 | loss: 0.0311237 | val_loss: 0.0311712 | Time: 3485.63 ms
[2022-04-20 14:37:30 main:581] : INFO : Epoch 1982 | loss: 0.0311207 | val_loss: 0.0311745 | Time: 3475.12 ms
[2022-04-20 14:37:34 main:581] : INFO : Epoch 1983 | loss: 0.031118 | val_loss: 0.0311727 | Time: 3477.95 ms
[2022-04-20 14:37:37 main:581] : INFO : Epoch 1984 | loss: 0.031114 | val_loss: 0.031171 | Time: 3468.71 ms
[2022-04-20 14:37:41 main:581] : INFO : Epoch 1985 | loss: 0.0311118 | val_loss: 0.0311723 | Time: 3465.04 ms
[2022-04-20 14:37:44 main:581] : INFO : Epoch 1986 | loss: 0.0311096 | val_loss: 0.0311719 | Time: 3450.71 ms
[2022-04-20 14:37:48 main:581] : INFO : Epoch 1987 | loss: 0.0311083 | val_loss: 0.0311765 | Time: 3467.55 ms
[2022-04-20 14:37:51 main:581] : INFO : Epoch 1988 | loss: 0.0311052 | val_loss: 0.0311793 | Time: 3469.3 ms
[2022-04-20 14:37:55 main:581] : INFO : Epoch 1989 | loss: 0.0311053 | val_loss: 0.0311782 | Time: 3477.78 ms
[2022-04-20 14:37:58 main:581] : INFO : Epoch 1990 | loss: 0.0311056 | val_loss: 0.0311757 | Time: 3472.18 ms
[2022-04-20 14:38:02 main:581] : INFO : Epoch 1991 | loss: 0.0311049 | val_loss: 0.0311781 | Time: 3474.05 ms
[2022-04-20 14:38:05 main:581] : INFO : Epoch 1992 | loss: 0.0311086 | val_loss: 0.0311762 | Time: 3473.34 ms
[2022-04-20 14:38:09 main:581] : INFO : Epoch 1993 | loss: 0.0311057 | val_loss: 0.0311782 | Time: 3483.35 ms
[2022-04-20 14:38:12 main:581] : INFO : Epoch 1994 | loss: 0.0311218 | val_loss: 0.0311722 | Time: 3465.16 ms
[2022-04-20 14:38:16 main:581] : INFO : Epoch 1995 | loss: 0.0311214 | val_loss: 0.0311807 | Time: 3484 ms
[2022-04-20 14:38:19 main:581] : INFO : Epoch 1996 | loss: 0.0311178 | val_loss: 0.031175 | Time: 3478.64 ms
[2022-04-20 14:38:23 main:581] : INFO : Epoch 1997 | loss: 0.0311127 | val_loss: 0.0311764 | Time: 3469.68 ms
[2022-04-20 14:38:26 main:581] : INFO : Epoch 1998 | loss: 0.031112 | val_loss: 0.0311768 | Time: 3466.05 ms
[2022-04-20 14:38:29 main:581] : INFO : Epoch 1999 | loss: 0.0311097 | val_loss: 0.0311784 | Time: 3463.34 ms
[2022-04-20 14:38:33 main:581] : INFO : Epoch 2000 | loss: 0.0311092 | val_loss: 0.0311781 | Time: 3463.75 ms
[2022-04-20 14:38:36 main:581] : INFO : Epoch 2001 | loss: 0.0311074 | val_loss: 0.031179 | Time: 3482.34 ms
[2022-04-20 14:38:40 main:581] : INFO : Epoch 2002 | loss: 0.0311065 | val_loss: 0.0311783 | Time: 3480.3 ms
[2022-04-20 14:38:43 main:581] : INFO : Epoch 2003 | loss: 0.0311056 | val_loss: 0.0311782 | Time: 3487.64 ms
[2022-04-20 14:38:47 main:581] : INFO : Epoch 2004 | loss: 0.0311051 | val_loss: 0.0311838 | Time: 3474.64 ms
[2022-04-20 14:38:50 main:581] : INFO : Epoch 2005 | loss: 0.0311045 | val_loss: 0.0311817 | Time: 3470.2 ms
[2022-04-20 14:38:54 main:581] : INFO : Epoch 2006 | loss: 0.031105 | val_loss: 0.0311807 | Time: 3463.62 ms
[2022-04-20 14:38:57 main:581] : INFO : Epoch 2007 | loss: 0.0311052 | val_loss: 0.0311791 | Time: 3456.29 ms
[2022-04-20 14:39:01 main:581] : INFO : Epoch 2008 | loss: 0.0311033 | val_loss: 0.0311766 | Time: 3465.63 ms
[2022-04-20 14:39:04 main:581] : INFO : Epoch 2009 | loss: 0.031103 | val_loss: 0.0311797 | Time: 3474.76 ms
[2022-04-20 14:39:08 main:581] : INFO : Epoch 2010 | loss: 0.0311044 | val_loss: 0.031177 | Time: 3477.9 ms
[2022-04-20 14:39:11 main:581] : INFO : Epoch 2011 | loss: 0.0311045 | val_loss: 0.0311786 | Time: 3472.48 ms
[2022-04-20 14:39:15 main:581] : INFO : Epoch 2012 | loss: 0.0311022 | val_loss: 0.0311766 | Time: 3472.73 ms
[2022-04-20 14:39:18 main:581] : INFO : Epoch 2013 | loss: 0.0311033 | val_loss: 0.0311743 | Time: 3474.13 ms
[2022-04-20 14:39:22 main:581] : INFO : Epoch 2014 | loss: 0.0311038 | val_loss: 0.0311765 | Time: 3480.46 ms
[2022-04-20 14:39:25 main:581] : INFO : Epoch 2015 | loss: 0.0311024 | val_loss: 0.0311799 | Time: 3476.14 ms
[2022-04-20 14:39:28 main:581] : INFO : Epoch 2016 | loss: 0.0311016 | val_loss: 0.0311794 | Time: 3482.77 ms
[2022-04-20 14:39:32 main:581] : INFO : Epoch 2017 | loss: 0.0311032 | val_loss: 0.0311737 | Time: 3485.11 ms
[2022-04-20 14:39:35 main:581] : INFO : Epoch 2018 | loss: 0.0311006 | val_loss: 0.031179 | Time: 3462.05 ms
[2022-04-20 14:39:39 main:581] : INFO : Epoch 2019 | loss: 0.0310999 | val_loss: 0.0311795 | Time: 3463.12 ms
[2022-04-20 14:39:42 main:581] : INFO : Epoch 2020 | loss: 0.0310987 | val_loss: 0.03118 | Time: 3465.93 ms
[2022-04-20 14:39:46 main:581] : INFO : Epoch 2021 | loss: 0.0310984 | val_loss: 0.031178 | Time: 3462.27 ms
[2022-04-20 14:39:49 main:581] : INFO : Epoch 2022 | loss: 0.0310981 | val_loss: 0.0311787 | Time: 3479.43 ms
[2022-04-20 14:39:53 main:581] : INFO : Epoch 2023 | loss: 0.031098 | val_loss: 0.0311859 | Time: 3488.89 ms
[2022-04-20 14:39:56 main:581] : INFO : Epoch 2024 | loss: 0.0311 | val_loss: 0.0311817 | Time: 3479.71 ms
[2022-04-20 14:40:00 main:581] : INFO : Epoch 2025 | loss: 0.0310985 | val_loss: 0.0311821 | Time: 3478.12 ms
[2022-04-20 14:40:03 main:581] : INFO : Epoch 2026 | loss: 0.0310991 | val_loss: 0.0311837 | Time: 3474.94 ms
[2022-04-20 14:40:07 main:581] : INFO : Epoch 2027 | loss: 0.0311008 | val_loss: 0.031186 | Time: 3467.86 ms
[2022-04-20 14:40:10 main:581] : INFO : Epoch 2028 | loss: 0.031104 | val_loss: 0.0311833 | Time: 3455.46 ms
[2022-04-20 14:40:14 main:581] : INFO : Epoch 2029 | loss: 0.0311027 | val_loss: 0.0311805 | Time: 3477.78 ms
[2022-04-20 14:40:17 main:581] : INFO : Epoch 2030 | loss: 0.0311032 | val_loss: 0.0311818 | Time: 3472.06 ms
[2022-04-20 14:40:21 main:581] : INFO : Epoch 2031 | loss: 0.0311057 | val_loss: 0.0311801 | Time: 3468.9 ms
[2022-04-20 14:40:24 main:581] : INFO : Epoch 2032 | loss: 0.0311027 | val_loss: 0.0311787 | Time: 3470.14 ms
[2022-04-20 14:40:28 main:581] : INFO : Epoch 2033 | loss: 0.0311029 | val_loss: 0.0311792 | Time: 3473.72 ms
[2022-04-20 14:40:31 main:581] : INFO : Epoch 2034 | loss: 0.0311086 | val_loss: 0.031174 | Time: 3475.18 ms
[2022-04-20 14:40:34 main:581] : INFO : Epoch 2035 | loss: 0.0311083 | val_loss: 0.0311734 | Time: 3482.47 ms
[2022-04-20 14:40:38 main:581] : INFO : Epoch 2036 | loss: 0.0311075 | val_loss: 0.0311729 | Time: 3460.82 ms
[2022-04-20 14:40:41 main:581] : INFO : Epoch 2037 | loss: 0.0311047 | val_loss: 0.03118 | Time: 3485.89 ms
[2022-04-20 14:40:45 main:581] : INFO : Epoch 2038 | loss: 0.0311053 | val_loss: 0.0311747 | Time: 3477.38 ms
[2022-04-20 14:40:48 main:581] : INFO : Epoch 2039 | loss: 0.0311106 | val_loss: 0.0311735 | Time: 3462.55 ms
[2022-04-20 14:40:52 main:581] : INFO : Epoch 2040 | loss: 0.0311153 | val_loss: 0.0311699 | Time: 3459.05 ms
[2022-04-20 14:40:55 main:581] : INFO : Epoch 2041 | loss: 0.0311096 | val_loss: 0.0311727 | Time: 3467.01 ms
[2022-04-20 14:40:59 main:581] : INFO : Epoch 2042 | loss: 0.0311079 | val_loss: 0.0311738 | Time: 3460.79 ms
[2022-04-20 14:41:02 main:581] : INFO : Epoch 2043 | loss: 0.0311084 | val_loss: 0.0311724 | Time: 3480.25 ms
[2022-04-20 14:41:06 main:581] : INFO : Epoch 2044 | loss: 0.0311063 | val_loss: 0.0311786 | Time: 3486.72 ms
[2022-04-20 14:41:09 main:581] : INFO : Epoch 2045 | loss: 0.0311044 | val_loss: 0.0311815 | Time: 3482.97 ms
[2022-04-20 14:41:13 main:581] : INFO : Epoch 2046 | loss: 0.0311044 | val_loss: 0.0311825 | Time: 3479.13 ms
[2022-04-20 14:41:16 main:581] : INFO : Epoch 2047 | loss: 0.0311029 | val_loss: 0.0311838 | Time: 3473.47 ms
[2022-04-20 14:41:20 main:581] : INFO : Epoch 2048 | loss: 0.0311031 | val_loss: 0.0311762 | Time: 3473.83 ms
[2022-04-20 14:41:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311762
[2022-04-20 14:41:20 main:610] : INFO : Saving end state to config to file
[2022-04-20 14:41:20 main:615] : INFO : Success, exiting..
14:41:20 (13178): 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)