Task 14372724
| Name | ParityModified-1647039847-8348-3-0_0 |
| Workunit | 11419115 |
| Created | 5 Apr 2022, 3:11:50 UTC |
| Sent | 10 Apr 2022, 18:50:27 UTC |
| Report deadline | 18 Apr 2022, 18:50:27 UTC |
| Received | 11 Apr 2022, 0:57:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 11 sec |
| CPU time | 2 hours 56 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 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: 0.0311327 | val_loss: 0.0311477 | Time: 5315.99 ms
[2022-04-11 02:12:25 main:574] : INFO : Epoch 1543 | loss: 0.0311398 | val_loss: 0.0311498 | Time: 5318.06 ms
[2022-04-11 02:12:30 main:574] : INFO : Epoch 1544 | loss: 0.0311388 | val_loss: 0.0311505 | Time: 5326.72 ms
[2022-04-11 02:12:35 main:574] : INFO : Epoch 1545 | loss: 0.0311337 | val_loss: 0.0311453 | Time: 5319.2 ms
[2022-04-11 02:12:41 main:574] : INFO : Epoch 1546 | loss: 0.0311283 | val_loss: 0.031145 | Time: 5317.86 ms
[2022-04-11 02:12:46 main:574] : INFO : Epoch 1547 | loss: 0.0311282 | val_loss: 0.0311465 | Time: 5322.87 ms
[2022-04-11 02:12:51 main:574] : INFO : Epoch 1548 | loss: 0.0311251 | val_loss: 0.0311443 | Time: 5318.38 ms
[2022-04-11 02:12:56 main:574] : INFO : Epoch 1549 | loss: 0.0311236 | val_loss: 0.0311469 | Time: 5319.7 ms
[2022-04-11 02:13:02 main:574] : INFO : Epoch 1550 | loss: 0.0311219 | val_loss: 0.0311468 | Time: 5318.8 ms
[2022-04-11 02:13:07 main:574] : INFO : Epoch 1551 | loss: 0.0311229 | val_loss: 0.0311485 | Time: 5326.94 ms
[2022-04-11 02:13:12 main:574] : INFO : Epoch 1552 | loss: 0.0311233 | val_loss: 0.0311486 | Time: 5316.48 ms
[2022-04-11 02:13:18 main:574] : INFO : Epoch 1553 | loss: 0.0311221 | val_loss: 0.0311447 | Time: 5322.79 ms
[2022-04-11 02:13:23 main:574] : INFO : Epoch 1554 | loss: 0.0311227 | val_loss: 0.031144 | Time: 5322.63 ms
[2022-04-11 02:13:28 main:574] : INFO : Epoch 1555 | loss: 0.0311223 | val_loss: 0.0311465 | Time: 5340.06 ms
[2022-04-11 02:13:34 main:574] : INFO : Epoch 1556 | loss: 0.0311202 | val_loss: 0.0311478 | Time: 5320.47 ms
[2022-04-11 02:13:39 main:574] : INFO : Epoch 1557 | loss: 0.0311224 | val_loss: 0.0311497 | Time: 5320.89 ms
[2022-04-11 02:13:44 main:574] : INFO : Epoch 1558 | loss: 0.0311207 | val_loss: 0.0311501 | Time: 5325.12 ms
[2022-04-11 02:13:50 main:574] : INFO : Epoch 1559 | loss: 0.0311192 | val_loss: 0.0311495 | Time: 5325.72 ms
[2022-04-11 02:13:55 main:574] : INFO : Epoch 1560 | loss: 0.0311226 | val_loss: 0.0311486 | Time: 5323.66 ms
[2022-04-11 02:14:00 main:574] : INFO : Epoch 1561 | loss: 0.0311216 | val_loss: 0.0311442 | Time: 5318.11 ms
[2022-04-11 02:14:06 main:574] : INFO : Epoch 1562 | loss: 0.0311201 | val_loss: 0.0311453 | Time: 5317.12 ms
[2022-04-11 02:14:11 main:574] : INFO : Epoch 1563 | loss: 0.0311188 | val_loss: 0.0311459 | Time: 5322.12 ms
[2022-04-11 02:14:16 main:574] : INFO : Epoch 1564 | loss: 0.0311185 | val_loss: 0.0311471 | Time: 5319.88 ms
[2022-04-11 02:14:22 main:574] : INFO : Epoch 1565 | loss: 0.031119 | val_loss: 0.0311445 | Time: 5325.47 ms
[2022-04-11 02:14:27 main:574] : INFO : Epoch 1566 | loss: 0.0311188 | val_loss: 0.0311527 | Time: 5319.9 ms
[2022-04-11 02:14:32 main:574] : INFO : Epoch 1567 | loss: 0.0311186 | val_loss: 0.0311488 | Time: 5320.75 ms
[2022-04-11 02:14:38 main:574] : INFO : Epoch 1568 | loss: 0.031116 | val_loss: 0.0311502 | Time: 5320.06 ms
[2022-04-11 02:14:43 main:574] : INFO : Epoch 1569 | loss: 0.0311172 | val_loss: 0.0311459 | Time: 5324.29 ms
[2022-04-11 02:14:48 main:574] : INFO : Epoch 1570 | loss: 0.0311171 | val_loss: 0.0311493 | Time: 5325.23 ms
[2022-04-11 02:14:54 main:574] : INFO : Epoch 1571 | loss: 0.0311185 | val_loss: 0.0311502 | Time: 5324.32 ms
[2022-04-11 02:14:59 main:574] : INFO : Epoch 1572 | loss: 0.0311174 | val_loss: 0.0311452 | Time: 5328.18 ms
[2022-04-11 02:15:04 main:574] : INFO : Epoch 1573 | loss: 0.0311189 | val_loss: 0.0311542 | Time: 5320.04 ms
[2022-04-11 02:15:10 main:574] : INFO : Epoch 1574 | loss: 0.031115 | val_loss: 0.0311461 | Time: 5323.81 ms
[2022-04-11 02:15:15 main:574] : INFO : Epoch 1575 | loss: 0.0311151 | val_loss: 0.0311475 | Time: 5322.43 ms
[2022-04-11 02:15:20 main:574] : INFO : Epoch 1576 | loss: 0.0311177 | val_loss: 0.0311465 | Time: 5320.04 ms
[2022-04-11 02:15:26 main:574] : INFO : Epoch 1577 | loss: 0.0311169 | val_loss: 0.0311463 | Time: 5327.94 ms
[2022-04-11 02:15:31 main:574] : INFO : Epoch 1578 | loss: 0.031115 | val_loss: 0.0311483 | Time: 5316.73 ms
[2022-04-11 02:15:36 main:574] : INFO : Epoch 1579 | loss: 0.0311172 | val_loss: 0.0311473 | Time: 5336.22 ms
[2022-04-11 02:15:42 main:574] : INFO : Epoch 1580 | loss: 0.0311189 | val_loss: 0.0311525 | Time: 5322.51 ms
[2022-04-11 02:15:47 main:574] : INFO : Epoch 1581 | loss: 0.0311205 | val_loss: 0.0311462 | Time: 5318.42 ms
[2022-04-11 02:15:52 main:574] : INFO : Epoch 1582 | loss: 0.0311199 | val_loss: 0.0311478 | Time: 5323.55 ms
[2022-04-11 02:15:58 main:574] : INFO : Epoch 1583 | loss: 0.0311161 | val_loss: 0.0311471 | Time: 5321.12 ms
[2022-04-11 02:16:03 main:574] : INFO : Epoch 1584 | loss: 0.0311167 | val_loss: 0.031151 | Time: 5327.28 ms
[2022-04-11 02:16:08 main:574] : INFO : Epoch 1585 | loss: 0.0311161 | val_loss: 0.0311511 | Time: 5319.06 ms
[2022-04-11 02:16:14 main:574] : INFO : Epoch 1586 | loss: 0.0311166 | val_loss: 0.0311481 | Time: 5325.65 ms
[2022-04-11 02:16:19 main:574] : INFO : Epoch 1587 | loss: 0.0311158 | val_loss: 0.0311471 | Time: 5320.49 ms
[2022-04-11 02:16:24 main:574] : INFO : Epoch 1588 | loss: 0.0311159 | val_loss: 0.0311508 | Time: 5318.9 ms
[2022-04-11 02:16:30 main:574] : INFO : Epoch 1589 | loss: 0.0311154 | val_loss: 0.0311463 | Time: 5321.72 ms
[2022-04-11 02:16:35 main:574] : INFO : Epoch 1590 | loss: 0.031115 | val_loss: 0.0311527 | Time: 5318.23 ms
[2022-04-11 02:16:40 main:574] : INFO : Epoch 1591 | loss: 0.0311166 | val_loss: 0.0311496 | Time: 5318.6 ms
[2022-04-11 02:16:46 main:574] : INFO : Epoch 1592 | loss: 0.0311182 | val_loss: 0.0311469 | Time: 5319.85 ms
[2022-04-11 02:16:51 main:574] : INFO : Epoch 1593 | loss: 0.0311178 | val_loss: 0.0311472 | Time: 5322.6 ms
[2022-04-11 02:16:56 main:574] : INFO : Epoch 1594 | loss: 0.0311175 | val_loss: 0.0311489 | Time: 5322.05 ms
[2022-04-11 02:17:02 main:574] : INFO : Epoch 1595 | loss: 0.0311181 | val_loss: 0.0311503 | Time: 5322.82 ms
[2022-04-11 02:17:07 main:574] : INFO : Epoch 1596 | loss: 0.0311196 | val_loss: 0.0311531 | Time: 5318.98 ms
[2022-04-11 02:17:12 main:574] : INFO : Epoch 1597 | loss: 0.0311191 | val_loss: 0.0311464 | Time: 5316.8 ms
[2022-04-11 02:17:18 main:574] : INFO : Epoch 1598 | loss: 0.0311186 | val_loss: 0.0311494 | Time: 5328.66 ms
[2022-04-11 02:17:23 main:574] : INFO : Epoch 1599 | loss: 0.0311199 | val_loss: 0.031148 | Time: 5315.01 ms
[2022-04-11 02:17:28 main:574] : INFO : Epoch 1600 | loss: 0.0311184 | val_loss: 0.0311512 | Time: 5326.73 ms
[2022-04-11 02:17:33 main:574] : INFO : Epoch 1601 | loss: 0.0311183 | val_loss: 0.0311485 | Time: 5320.39 ms
[2022-04-11 02:17:39 main:574] : INFO : Epoch 1602 | loss: 0.0311185 | val_loss: 0.0311518 | Time: 5320 ms
[2022-04-11 02:17:44 main:574] : INFO : Epoch 1603 | loss: 0.0311218 | val_loss: 0.031144 | Time: 5322.07 ms
[2022-04-11 02:17:49 main:574] : INFO : Epoch 1604 | loss: 0.0311189 | val_loss: 0.0311459 | Time: 5312.02 ms
[2022-04-11 02:17:55 main:574] : INFO : Epoch 1605 | loss: 0.031117 | val_loss: 0.0311484 | Time: 5323.99 ms
[2022-04-11 02:18:00 main:574] : INFO : Epoch 1606 | loss: 0.0311188 | val_loss: 0.0311472 | Time: 5320.6 ms
[2022-04-11 02:18:05 main:574] : INFO : Epoch 1607 | loss: 0.0311195 | val_loss: 0.0311509 | Time: 5331.41 ms
[2022-04-11 02:18:11 main:574] : INFO : Epoch 1608 | loss: 0.0311178 | val_loss: 0.0311478 | Time: 5317.89 ms
[2022-04-11 02:18:16 main:574] : INFO : Epoch 1609 | loss: 0.031115 | val_loss: 0.0311495 | Time: 5322.43 ms
[2022-04-11 02:18:21 main:574] : INFO : Epoch 1610 | loss: 0.0311148 | val_loss: 0.031149 | Time: 5322.33 ms
[2022-04-11 02:18:27 main:574] : INFO : Epoch 1611 | loss: 0.0311128 | val_loss: 0.0311462 | Time: 5321.59 ms
[2022-04-11 02:18:32 main:574] : INFO : Epoch 1612 | loss: 0.0311132 | val_loss: 0.0311503 | Time: 5328.32 ms
[2022-04-11 02:18:37 main:574] : INFO : Epoch 1613 | loss: 0.0311135 | val_loss: 0.0311458 | Time: 5323.83 ms
[2022-04-11 02:18:43 main:574] : INFO : Epoch 1614 | loss: 0.0311151 | val_loss: 0.03115 | Time: 5332.14 ms
[2022-04-11 02:18:48 main:574] : INFO : Epoch 1615 | loss: 0.0311143 | val_loss: 0.0311442 | Time: 5323.53 ms
[2022-04-11 02:18:53 main:574] : INFO : Epoch 1616 | loss: 0.0311147 | val_loss: 0.0311478 | Time: 5324.22 ms
[2022-04-11 02:18:59 main:574] : INFO : Epoch 1617 | loss: 0.0311148 | val_loss: 0.0311496 | Time: 5319.54 ms
[2022-04-11 02:19:04 main:574] : INFO : Epoch 1618 | loss: 0.0311129 | val_loss: 0.0311481 | Time: 5316.73 ms
[2022-04-11 02:19:09 main:574] : INFO : Epoch 1619 | loss: 0.0311181 | val_loss: 0.0311577 | Time: 5318.47 ms
[2022-04-11 02:19:15 main:574] : INFO : Epoch 1620 | loss: 0.0311155 | val_loss: 0.0311478 | Time: 5328.03 ms
[2022-04-11 02:19:20 main:574] : INFO : Epoch 1621 | loss: 0.0311132 | val_loss: 0.0311477 | Time: 5328.53 ms
[2022-04-11 02:19:25 main:574] : INFO : Epoch 1622 | loss: 0.0311123 | val_loss: 0.0311496 | Time: 5321.8 ms
[2022-04-11 02:19:31 main:574] : INFO : Epoch 1623 | loss: 0.0311115 | val_loss: 0.0311488 | Time: 5323.83 ms
[2022-04-11 02:19:36 main:574] : INFO : Epoch 1624 | loss: 0.0311098 | val_loss: 0.0311485 | Time: 5310.4 ms
[2022-04-11 02:19:41 main:574] : INFO : Epoch 1625 | loss: 0.0311096 | val_loss: 0.0311467 | Time: 5323.1 ms
[2022-04-11 02:19:47 main:574] : INFO : Epoch 1626 | loss: 0.0311104 | val_loss: 0.0311492 | Time: 5325.48 ms
[2022-04-11 02:19:52 main:574] : INFO : Epoch 1627 | loss: 0.0311103 | val_loss: 0.0311517 | Time: 5324.11 ms
[2022-04-11 02:19:57 main:574] : INFO : Epoch 1628 | loss: 0.0311127 | val_loss: 0.0311544 | Time: 5326.45 ms
[2022-04-11 02:20:03 main:574] : INFO : Epoch 1629 | loss: 0.0311142 | val_loss: 0.0311482 | Time: 5317.71 ms
[2022-04-11 02:20:08 main:574] : INFO : Epoch 1630 | loss: 0.0311136 | val_loss: 0.0311496 | Time: 5320.68 ms
[2022-04-11 02:20:13 main:574] : INFO : Epoch 1631 | loss: 0.0311108 | val_loss: 0.0311473 | Time: 5322.61 ms
[2022-04-11 02:20:19 main:574] : INFO : Epoch 1632 | loss: 0.0311109 | val_loss: 0.0311564 | Time: 5320.88 ms
[2022-04-11 02:20:24 main:574] : INFO : Epoch 1633 | loss: 0.0311161 | val_loss: 0.0311523 | Time: 5327.52 ms
[2022-04-11 02:20:29 main:574] : INFO : Epoch 1634 | loss: 0.0311157 | val_loss: 0.0311511 | Time: 5305.03 ms
[2022-04-11 02:20:35 main:574] : INFO : Epoch 1635 | loss: 0.0311167 | val_loss: 0.0311497 | Time: 5330.56 ms
[2022-04-11 02:20:40 main:574] : INFO : Epoch 1636 | loss: 0.0311177 | val_loss: 0.031151 | Time: 5318.91 ms
[2022-04-11 02:20:45 main:574] : INFO : Epoch 1637 | loss: 0.031118 | val_loss: 0.0311487 | Time: 5326.03 ms
[2022-04-11 02:20:51 main:574] : INFO : Epoch 1638 | loss: 0.0311167 | val_loss: 0.0311489 | Time: 5319.85 ms
[2022-04-11 02:20:56 main:574] : INFO : Epoch 1639 | loss: 0.0311159 | val_loss: 0.0311515 | Time: 5328.06 ms
[2022-04-11 02:21:01 main:574] : INFO : Epoch 1640 | loss: 0.0311131 | val_loss: 0.0311472 | Time: 5321.17 ms
[2022-04-11 02:21:07 main:574] : INFO : Epoch 1641 | loss: 0.0311155 | val_loss: 0.0311524 | Time: 5322.62 ms
[2022-04-11 02:21:12 main:574] : INFO : Epoch 1642 | loss: 0.0311195 | val_loss: 0.0311528 | Time: 5327.69 ms
[2022-04-11 02:21:17 main:574] : INFO : Epoch 1643 | loss: 0.0311214 | val_loss: 0.0311575 | Time: 5317.83 ms
[2022-04-11 02:21:23 main:574] : INFO : Epoch 1644 | loss: 0.0311255 | val_loss: 0.0311513 | Time: 5324.71 ms
[2022-04-11 02:21:28 main:574] : INFO : Epoch 1645 | loss: 0.0311221 | val_loss: 0.0311544 | Time: 5319.72 ms
[2022-04-11 02:21:33 main:574] : INFO : Epoch 1646 | loss: 0.0311229 | val_loss: 0.0311543 | Time: 5318.62 ms
[2022-04-11 02:21:39 main:574] : INFO : Epoch 1647 | loss: 0.0311207 | val_loss: 0.0311522 | Time: 5322.81 ms
[2022-04-11 02:21:44 main:574] : INFO : Epoch 1648 | loss: 0.0311188 | val_loss: 0.0311516 | Time: 5323.08 ms
[2022-04-11 02:21:49 main:574] : INFO : Epoch 1649 | loss: 0.0311187 | val_loss: 0.0311506 | Time: 5326.17 ms
[2022-04-11 02:21:55 main:574] : INFO : Epoch 1650 | loss: 0.0311238 | val_loss: 0.0311519 | Time: 5319.77 ms
[2022-04-11 02:22:00 main:574] : INFO : Epoch 1651 | loss: 0.0311223 | val_loss: 0.0311484 | Time: 5326.8 ms
[2022-04-11 02:22:05 main:574] : INFO : Epoch 1652 | loss: 0.031121 | val_loss: 0.0311508 | Time: 5319.86 ms
[2022-04-11 02:22:10 main:574] : INFO : Epoch 1653 | loss: 0.0311199 | val_loss: 0.0311479 | Time: 5322.27 ms
[2022-04-11 02:22:16 main:574] : INFO : Epoch 1654 | loss: 0.0311209 | val_loss: 0.0311479 | Time: 5327.5 ms
[2022-04-11 02:22:21 main:574] : INFO : Epoch 1655 | loss: 0.0311222 | val_loss: 0.0311532 | Time: 5327.89 ms
[2022-04-11 02:22:26 main:574] : INFO : Epoch 1656 | loss: 0.0311259 | val_loss: 0.0311452 | Time: 5328.82 ms
[2022-04-11 02:22:32 main:574] : INFO : Epoch 1657 | loss: 0.0311245 | val_loss: 0.0311462 | Time: 5321.53 ms
[2022-04-11 02:22:37 main:574] : INFO : Epoch 1658 | loss: 0.0311277 | val_loss: 0.0311462 | Time: 5320.63 ms
[2022-04-11 02:22:42 main:574] : INFO : Epoch 1659 | loss: 0.0311227 | val_loss: 0.0311545 | Time: 5320.34 ms
[2022-04-11 02:22:48 main:574] : INFO : Epoch 1660 | loss: 0.0311208 | val_loss: 0.0311475 | Time: 5315.43 ms
[2022-04-11 02:22:53 main:574] : INFO : Epoch 1661 | loss: 0.0311194 | val_loss: 0.0311481 | Time: 5323.79 ms
[2022-04-11 02:22:58 main:574] : INFO : Epoch 1662 | loss: 0.0311188 | val_loss: 0.0311484 | Time: 5321.32 ms
[2022-04-11 02:23:04 main:574] : INFO : Epoch 1663 | loss: 0.031123 | val_loss: 0.0311481 | Time: 5337.5 ms
[2022-04-11 02:23:09 main:574] : INFO : Epoch 1664 | loss: 0.031119 | val_loss: 0.0311494 | Time: 5325.68 ms
[2022-04-11 02:23:14 main:574] : INFO : Epoch 1665 | loss: 0.0311168 | val_loss: 0.0311472 | Time: 5326.26 ms
[2022-04-11 02:23:20 main:574] : INFO : Epoch 1666 | loss: 0.0311172 | val_loss: 0.0311513 | Time: 5316 ms
[2022-04-11 02:23:25 main:574] : INFO : Epoch 1667 | loss: 0.0311164 | val_loss: 0.0311463 | Time: 5321.23 ms
[2022-04-11 02:23:30 main:574] : INFO : Epoch 1668 | loss: 0.0311165 | val_loss: 0.0311465 | Time: 5319.76 ms
[2022-04-11 02:23:36 main:574] : INFO : Epoch 1669 | loss: 0.0311174 | val_loss: 0.0311502 | Time: 5327.65 ms
[2022-04-11 02:23:41 main:574] : INFO : Epoch 1670 | loss: 0.0311169 | val_loss: 0.0311511 | Time: 5326.89 ms
[2022-04-11 02:23:46 main:574] : INFO : Epoch 1671 | loss: 0.0311171 | val_loss: 0.0311546 | Time: 5321.47 ms
[2022-04-11 02:23:52 main:574] : INFO : Epoch 1672 | loss: 0.0311194 | val_loss: 0.0311532 | Time: 5323.54 ms
[2022-04-11 02:23:57 main:574] : INFO : Epoch 1673 | loss: 0.0311202 | val_loss: 0.0311471 | Time: 5322.77 ms
[2022-04-11 02:24:02 main:574] : INFO : Epoch 1674 | loss: 0.0311163 | val_loss: 0.0311457 | Time: 5323.56 ms
[2022-04-11 02:24:08 main:574] : INFO : Epoch 1675 | loss: 0.0311164 | val_loss: 0.0311498 | Time: 5323.7 ms
[2022-04-11 02:24:13 main:574] : INFO : Epoch 1676 | loss: 0.0311212 | val_loss: 0.031146 | Time: 5321.65 ms
[2022-04-11 02:24:18 main:574] : INFO : Epoch 1677 | loss: 0.0311198 | val_loss: 0.0311508 | Time: 5333.73 ms
[2022-04-11 02:24:24 main:574] : INFO : Epoch 1678 | loss: 0.0311177 | val_loss: 0.0311478 | Time: 5323.28 ms
[2022-04-11 02:24:29 main:574] : INFO : Epoch 1679 | loss: 0.0311182 | val_loss: 0.0311497 | Time: 5325.82 ms
[2022-04-11 02:24:34 main:574] : INFO : Epoch 1680 | loss: 0.0311164 | val_loss: 0.0311475 | Time: 5323.12 ms
[2022-04-11 02:24:40 main:574] : INFO : Epoch 1681 | loss: 0.0311167 | val_loss: 0.0311497 | Time: 5324.59 ms
[2022-04-11 02:24:45 main:574] : INFO : Epoch 1682 | loss: 0.0311174 | val_loss: 0.0311482 | Time: 5318.91 ms
[2022-04-11 02:24:50 main:574] : INFO : Epoch 1683 | loss: 0.0311229 | val_loss: 0.0311485 | Time: 5321 ms
[2022-04-11 02:24:56 main:574] : INFO : Epoch 1684 | loss: 0.0311243 | val_loss: 0.0311592 | Time: 5330.51 ms
[2022-04-11 02:25:01 main:574] : INFO : Epoch 1685 | loss: 0.0311267 | val_loss: 0.0311558 | Time: 5317.19 ms
[2022-04-11 02:25:06 main:574] : INFO : Epoch 1686 | loss: 0.0311256 | val_loss: 0.0311553 | Time: 5324.41 ms
[2022-04-11 02:25:12 main:574] : INFO : Epoch 1687 | loss: 0.0311222 | val_loss: 0.0311526 | Time: 5328.26 ms
[2022-04-11 02:25:17 main:574] : INFO : Epoch 1688 | loss: 0.0311231 | val_loss: 0.0311592 | Time: 5324.08 ms
[2022-04-11 02:25:22 main:574] : INFO : Epoch 1689 | loss: 0.031122 | val_loss: 0.0311462 | Time: 5323.13 ms
[2022-04-11 02:25:28 main:574] : INFO : Epoch 1690 | loss: 0.0311192 | val_loss: 0.0311494 | Time: 5322.25 ms
[2022-04-11 02:25:33 main:574] : INFO : Epoch 1691 | loss: 0.031117 | val_loss: 0.031153 | Time: 5322.92 ms
[2022-04-11 02:25:38 main:574] : INFO : Epoch 1692 | loss: 0.0311212 | val_loss: 0.0311517 | Time: 5322.56 ms
[2022-04-11 02:25:44 main:574] : INFO : Epoch 1693 | loss: 0.0311205 | val_loss: 0.0311476 | Time: 5324.43 ms
[2022-04-11 02:25:49 main:574] : INFO : Epoch 1694 | loss: 0.0311186 | val_loss: 0.0311475 | Time: 5323.95 ms
[2022-04-11 02:25:54 main:574] : INFO : Epoch 1695 | loss: 0.0311178 | val_loss: 0.0311467 | Time: 5326.33 ms
[2022-04-11 02:26:00 main:574] : INFO : Epoch 1696 | loss: 0.0311173 | val_loss: 0.0311471 | Time: 5323.83 ms
[2022-04-11 02:26:05 main:574] : INFO : Epoch 1697 | loss: 0.0311173 | val_loss: 0.0311561 | Time: 5320.34 ms
[2022-04-11 02:26:10 main:574] : INFO : Epoch 1698 | loss: 0.0311155 | val_loss: 0.0311487 | Time: 5329.86 ms
[2022-04-11 02:26:16 main:574] : INFO : Epoch 1699 | loss: 0.0311162 | val_loss: 0.0311521 | Time: 5328.94 ms
[2022-04-11 02:26:21 main:574] : INFO : Epoch 1700 | loss: 0.0311132 | val_loss: 0.0311494 | Time: 5318.86 ms
[2022-04-11 02:26:26 main:574] : INFO : Epoch 1701 | loss: 0.0311148 | val_loss: 0.0311522 | Time: 5321.56 ms
[2022-04-11 02:26:32 main:574] : INFO : Epoch 1702 | loss: 0.0311164 | val_loss: 0.0311502 | Time: 5310.37 ms
[2022-04-11 02:26:37 main:574] : INFO : Epoch 1703 | loss: 0.0311185 | val_loss: 0.0311482 | Time: 5320.53 ms
[2022-04-11 02:26:42 main:574] : INFO : Epoch 1704 | loss: 0.0311161 | val_loss: 0.0311522 | Time: 5322.81 ms
[2022-04-11 02:26:48 main:574] : INFO : Epoch 1705 | loss: 0.0311203 | val_loss: 0.0311588 | Time: 5333.08 ms
[2022-04-11 02:26:53 main:574] : INFO : Epoch 1706 | loss: 0.0311204 | val_loss: 0.0311517 | Time: 5325.17 ms
[2022-04-11 02:26:58 main:574] : INFO : Epoch 1707 | loss: 0.0311187 | val_loss: 0.0311542 | Time: 5328.42 ms
[2022-04-11 02:27:04 main:574] : INFO : Epoch 1708 | loss: 0.0311204 | val_loss: 0.0311513 | Time: 5317.65 ms
[2022-04-11 02:27:09 main:574] : INFO : Epoch 1709 | loss: 0.0311152 | val_loss: 0.0311486 | Time: 5318.3 ms
[2022-04-11 02:27:14 main:574] : INFO : Epoch 1710 | loss: 0.0311188 | val_loss: 0.031146 | Time: 5331.15 ms
[2022-04-11 02:27:20 main:574] : INFO : Epoch 1711 | loss: 0.0311208 | val_loss: 0.03115 | Time: 5332.9 ms
[2022-04-11 02:27:25 main:574] : INFO : Epoch 1712 | loss: 0.0311185 | val_loss: 0.0311457 | Time: 5325.75 ms
[2022-04-11 02:27:30 main:574] : INFO : Epoch 1713 | loss: 0.0311219 | val_loss: 0.03115 | Time: 5323.73 ms
[2022-04-11 02:27:36 main:574] : INFO : Epoch 1714 | loss: 0.0311249 | val_loss: 0.0311483 | Time: 5322.9 ms
[2022-04-11 02:27:41 main:574] : INFO : Epoch 1715 | loss: 0.0311246 | val_loss: 0.0311486 | Time: 5316.92 ms
[2022-04-11 02:27:46 main:574] : INFO : Epoch 1716 | loss: 0.0311234 | val_loss: 0.0311489 | Time: 5322.4 ms
[2022-04-11 02:27:52 main:574] : INFO : Epoch 1717 | loss: 0.0311234 | val_loss: 0.0311493 | Time: 5324.73 ms
[2022-04-11 02:27:57 main:574] : INFO : Epoch 1718 | loss: 0.0311255 | val_loss: 0.0311519 | Time: 5326.71 ms
[2022-04-11 02:28:02 main:574] : INFO : Epoch 1719 | loss: 0.0311235 | val_loss: 0.0311562 | Time: 5323.45 ms
[2022-04-11 02:28:08 main:574] : INFO : Epoch 1720 | loss: 0.0311209 | val_loss: 0.0311516 | Time: 5321.31 ms
[2022-04-11 02:28:13 main:574] : INFO : Epoch 1721 | loss: 0.0311215 | val_loss: 0.0311484 | Time: 5320.76 ms
[2022-04-11 02:28:18 main:574] : INFO : Epoch 1722 | loss: 0.0311203 | val_loss: 0.0311522 | Time: 5323.36 ms
[2022-04-11 02:28:23 main:574] : INFO : Epoch 1723 | loss: 0.0311186 | val_loss: 0.031152 | Time: 5322.29 ms
[2022-04-11 02:28:29 main:574] : INFO : Epoch 1724 | loss: 0.0311179 | val_loss: 0.0311494 | Time: 5327 ms
[2022-04-11 02:28:34 main:574] : INFO : Epoch 1725 | loss: 0.0311173 | val_loss: 0.0311483 | Time: 5321.05 ms
[2022-04-11 02:28:39 main:574] : INFO : Epoch 1726 | loss: 0.0311193 | val_loss: 0.0311522 | Time: 5329.41 ms
[2022-04-11 02:28:45 main:574] : INFO : Epoch 1727 | loss: 0.0311189 | val_loss: 0.0311516 | Time: 5317.91 ms
[2022-04-11 02:28:50 main:574] : INFO : Epoch 1728 | loss: 0.0311172 | val_loss: 0.0311488 | Time: 5325.45 ms
[2022-04-11 02:28:55 main:574] : INFO : Epoch 1729 | loss: 0.0311228 | val_loss: 0.0311611 | Time: 5325.2 ms
[2022-04-11 02:29:01 main:574] : INFO : Epoch 1730 | loss: 0.0311266 | val_loss: 0.0311529 | Time: 5323.85 ms
[2022-04-11 02:29:06 main:574] : INFO : Epoch 1731 | loss: 0.0311307 | val_loss: 0.0311511 | Time: 5322.82 ms
[2022-04-11 02:29:11 main:574] : INFO : Epoch 1732 | loss: 0.0311293 | val_loss: 0.0311492 | Time: 5325.51 ms
[2022-04-11 02:29:17 main:574] : INFO : Epoch 1733 | loss: 0.0311293 | val_loss: 0.0311522 | Time: 5329.89 ms
[2022-04-11 02:29:22 main:574] : INFO : Epoch 1734 | loss: 0.031138 | val_loss: 0.0311555 | Time: 5322.25 ms
[2022-04-11 02:29:27 main:574] : INFO : Epoch 1735 | loss: 0.0311317 | val_loss: 0.0311507 | Time: 5323.11 ms
[2022-04-11 02:29:33 main:574] : INFO : Epoch 1736 | loss: 0.0311245 | val_loss: 0.0311483 | Time: 5321.25 ms
[2022-04-11 02:29:38 main:574] : INFO : Epoch 1737 | loss: 0.0311223 | val_loss: 0.0311483 | Time: 5322.88 ms
[2022-04-11 02:29:43 main:574] : INFO : Epoch 1738 | loss: 0.031121 | val_loss: 0.0311495 | Time: 5326.52 ms
[2022-04-11 02:29:49 main:574] : INFO : Epoch 1739 | loss: 0.0311199 | val_loss: 0.0311501 | Time: 5322.71 ms
[2022-04-11 02:29:54 main:574] : INFO : Epoch 1740 | loss: 0.0311193 | val_loss: 0.031151 | Time: 5324.02 ms
[2022-04-11 02:29:59 main:574] : INFO : Epoch 1741 | loss: 0.03112 | val_loss: 0.031145 | Time: 5323.54 ms
[2022-04-11 02:30:05 main:574] : INFO : Epoch 1742 | loss: 0.0311195 | val_loss: 0.0311518 | Time: 5322.59 ms
[2022-04-11 02:30:10 main:574] : INFO : Epoch 1743 | loss: 0.031122 | val_loss: 0.0311473 | Time: 5316.02 ms
[2022-04-11 02:30:15 main:574] : INFO : Epoch 1744 | loss: 0.0311228 | val_loss: 0.0311512 | Time: 5323.38 ms
[2022-04-11 02:30:21 main:574] : INFO : Epoch 1745 | loss: 0.0311232 | val_loss: 0.0311459 | Time: 5328.82 ms
[2022-04-11 02:30:26 main:574] : INFO : Epoch 1746 | loss: 0.031122 | val_loss: 0.0311497 | Time: 5319.17 ms
[2022-04-11 02:30:31 main:574] : INFO : Epoch 1747 | loss: 0.0311212 | val_loss: 0.0311493 | Time: 5327.46 ms
[2022-04-11 02:30:37 main:574] : INFO : Epoch 1748 | loss: 0.0311182 | val_loss: 0.0311487 | Time: 5322.46 ms
[2022-04-11 02:30:42 main:574] : INFO : Epoch 1749 | loss: 0.0311205 | val_loss: 0.0311528 | Time: 5326.88 ms
[2022-04-11 02:30:47 main:574] : INFO : Epoch 1750 | loss: 0.0311168 | val_loss: 0.0311521 | Time: 5326.14 ms
[2022-04-11 02:30:53 main:574] : INFO : Epoch 1751 | loss: 0.0311175 | val_loss: 0.0311541 | Time: 5315.7 ms
[2022-04-11 02:30:58 main:574] : INFO : Epoch 1752 | loss: 0.0311166 | val_loss: 0.0311524 | Time: 5322.55 ms
[2022-04-11 02:31:03 main:574] : INFO : Epoch 1753 | loss: 0.0311162 | val_loss: 0.03115 | Time: 5316.14 ms
[2022-04-11 02:31:09 main:574] : INFO : Epoch 1754 | loss: 0.0311187 | val_loss: 0.031149 | Time: 5330.11 ms
[2022-04-11 02:31:14 main:574] : INFO : Epoch 1755 | loss: 0.0311183 | val_loss: 0.0311491 | Time: 5323 ms
[2022-04-11 02:31:19 main:574] : INFO : Epoch 1756 | loss: 0.0311201 | val_loss: 0.0311472 | Time: 5320.77 ms
[2022-04-11 02:31:25 main:574] : INFO : Epoch 1757 | loss: 0.0311167 | val_loss: 0.0311483 | Time: 5322.67 ms
[2022-04-11 02:31:30 main:574] : INFO : Epoch 1758 | loss: 0.0311153 | val_loss: 0.0311483 | Time: 5320.37 ms
[2022-04-11 02:31:35 main:574] : INFO : Epoch 1759 | loss: 0.0311145 | val_loss: 0.0311478 | Time: 5326.73 ms
[2022-04-11 02:31:41 main:574] : INFO : Epoch 1760 | loss: 0.0311151 | val_loss: 0.0311543 | Time: 5320.37 ms
[2022-04-11 02:31:46 main:574] : INFO : Epoch 1761 | loss: 0.0311154 | val_loss: 0.0311492 | Time: 5327.43 ms
[2022-04-11 02:31:51 main:574] : INFO : Epoch 1762 | loss: 0.0311127 | val_loss: 0.0311476 | Time: 5322.55 ms
[2022-04-11 02:31:57 main:574] : INFO : Epoch 1763 | loss: 0.0311207 | val_loss: 0.0311562 | Time: 5331.86 ms
[2022-04-11 02:32:02 main:574] : INFO : Epoch 1764 | loss: 0.0311228 | val_loss: 0.0311488 | Time: 5319.09 ms
[2022-04-11 02:32:07 main:574] : INFO : Epoch 1765 | loss: 0.0311228 | val_loss: 0.0311494 | Time: 5323.37 ms
[2022-04-11 02:32:13 main:574] : INFO : Epoch 1766 | loss: 0.0311212 | val_loss: 0.0311505 | Time: 5326.09 ms
[2022-04-11 02:32:18 main:574] : INFO : Epoch 1767 | loss: 0.031125 | val_loss: 0.0311521 | Time: 5323.07 ms
[2022-04-11 02:32:23 main:574] : INFO : Epoch 1768 | loss: 0.0311204 | val_loss: 0.0311507 | Time: 5329.96 ms
[2022-04-11 02:32:29 main:574] : INFO : Epoch 1769 | loss: 0.031118 | val_loss: 0.0311501 | Time: 5324.42 ms
[2022-04-11 02:32:34 main:574] : INFO : Epoch 1770 | loss: 0.0311148 | val_loss: 0.0311503 | Time: 5320.66 ms
[2022-04-11 02:32:39 main:574] : INFO : Epoch 1771 | loss: 0.0311145 | val_loss: 0.0311468 | Time: 5317.24 ms
[2022-04-11 02:32:45 main:574] : INFO : Epoch 1772 | loss: 0.0311136 | val_loss: 0.0311478 | Time: 5323.64 ms
[2022-04-11 02:32:50 main:574] : INFO : Epoch 1773 | loss: 0.0311138 | val_loss: 0.0311473 | Time: 5325.55 ms
[2022-04-11 02:32:55 main:574] : INFO : Epoch 1774 | loss: 0.0311142 | val_loss: 0.0311463 | Time: 5323.51 ms
[2022-04-11 02:33:01 main:574] : INFO : Epoch 1775 | loss: 0.0311139 | val_loss: 0.0311483 | Time: 5326.76 ms
[2022-04-11 02:33:06 main:574] : INFO : Epoch 1776 | loss: 0.0311181 | val_loss: 0.0311482 | Time: 5317.99 ms
[2022-04-11 02:33:11 main:574] : INFO : Epoch 1777 | loss: 0.0311207 | val_loss: 0.0311491 | Time: 5321.3 ms
[2022-04-11 02:33:17 main:574] : INFO : Epoch 1778 | loss: 0.0311237 | val_loss: 0.0311537 | Time: 5320.24 ms
[2022-04-11 02:33:22 main:574] : INFO : Epoch 1779 | loss: 0.0311221 | val_loss: 0.031156 | Time: 5321.99 ms
[2022-04-11 02:33:27 main:574] : INFO : Epoch 1780 | loss: 0.0311211 | val_loss: 0.0311479 | Time: 5326.46 ms
[2022-04-11 02:33:32 main:574] : INFO : Epoch 1781 | loss: 0.0311183 | val_loss: 0.0311487 | Time: 5316.99 ms
[2022-04-11 02:33:38 main:574] : INFO : Epoch 1782 | loss: 0.031117 | val_loss: 0.03115 | Time: 5327.12 ms
[2022-04-11 02:33:43 main:574] : INFO : Epoch 1783 | loss: 0.0311189 | val_loss: 0.0311476 | Time: 5322.58 ms
[2022-04-11 02:33:48 main:574] : INFO : Epoch 1784 | loss: 0.0311221 | val_loss: 0.0311518 | Time: 5320.48 ms
[2022-04-11 02:33:54 main:574] : INFO : Epoch 1785 | loss: 0.0311194 | val_loss: 0.0311514 | Time: 5316.94 ms
[2022-04-11 02:33:59 main:574] : INFO : Epoch 1786 | loss: 0.0311172 | val_loss: 0.0311479 | Time: 5324.53 ms
[2022-04-11 02:34:04 main:574] : INFO : Epoch 1787 | loss: 0.0311171 | val_loss: 0.031151 | Time: 5323.15 ms
[2022-04-11 02:34:10 main:574] : INFO : Epoch 1788 | loss: 0.0311155 | val_loss: 0.0311482 | Time: 5326.45 ms
[2022-04-11 02:34:15 main:574] : INFO : Epoch 1789 | loss: 0.0311187 | val_loss: 0.0311501 | Time: 5327.35 ms
[2022-04-11 02:34:20 main:574] : INFO : Epoch 1790 | loss: 0.0311169 | val_loss: 0.0311473 | Time: 5323.77 ms
[2022-04-11 02:34:26 main:574] : INFO : Epoch 1791 | loss: 0.0311155 | val_loss: 0.0311481 | Time: 5323.65 ms
[2022-04-11 02:34:31 main:574] : INFO : Epoch 1792 | loss: 0.031116 | val_loss: 0.0311457 | Time: 5318.43 ms
[2022-04-11 02:34:36 main:574] : INFO : Epoch 1793 | loss: 0.0311156 | val_loss: 0.0311487 | Time: 5317.09 ms
[2022-04-11 02:34:42 main:574] : INFO : Epoch 1794 | loss: 0.0311168 | val_loss: 0.0311514 | Time: 5323.92 ms
[2022-04-11 02:34:47 main:574] : INFO : Epoch 1795 | loss: 0.0311252 | val_loss: 0.0311547 | Time: 5323.99 ms
[2022-04-11 02:34:52 main:574] : INFO : Epoch 1796 | loss: 0.0311234 | val_loss: 0.0311507 | Time: 5326.6 ms
[2022-04-11 02:34:58 main:574] : INFO : Epoch 1797 | loss: 0.0311189 | val_loss: 0.0311487 | Time: 5317.49 ms
[2022-04-11 02:35:03 main:574] : INFO : Epoch 1798 | loss: 0.0311177 | val_loss: 0.0311486 | Time: 5319.87 ms
[2022-04-11 02:35:08 main:574] : INFO : Epoch 1799 | loss: 0.0311162 | val_loss: 0.0311558 | Time: 5317.35 ms
[2022-04-11 02:35:14 main:574] : INFO : Epoch 1800 | loss: 0.0311189 | val_loss: 0.03115 | Time: 5322.22 ms
[2022-04-11 02:35:19 main:574] : INFO : Epoch 1801 | loss: 0.0311183 | val_loss: 0.0311492 | Time: 5324.54 ms
[2022-04-11 02:35:24 main:574] : INFO : Epoch 1802 | loss: 0.0311167 | val_loss: 0.0311505 | Time: 5321.45 ms
[2022-04-11 02:35:30 main:574] : INFO : Epoch 1803 | loss: 0.0311145 | val_loss: 0.0311545 | Time: 5327.19 ms
[2022-04-11 02:35:35 main:574] : INFO : Epoch 1804 | loss: 0.0311144 | val_loss: 0.0311459 | Time: 5319.96 ms
[2022-04-11 02:35:40 main:574] : INFO : Epoch 1805 | loss: 0.0311178 | val_loss: 0.0311539 | Time: 5322.74 ms
[2022-04-11 02:35:46 main:574] : INFO : Epoch 1806 | loss: 0.0311208 | val_loss: 0.031152 | Time: 5318.56 ms
[2022-04-11 02:35:51 main:574] : INFO : Epoch 1807 | loss: 0.0311216 | val_loss: 0.0311493 | Time: 5319.83 ms
[2022-04-11 02:35:56 main:574] : INFO : Epoch 1808 | loss: 0.0311242 | val_loss: 0.0311467 | Time: 5325.57 ms
[2022-04-11 02:36:02 main:574] : INFO : Epoch 1809 | loss: 0.0311212 | val_loss: 0.0311446 | Time: 5325.33 ms
[2022-04-11 02:36:07 main:574] : INFO : Epoch 1810 | loss: 0.0311278 | val_loss: 0.0311491 | Time: 5328.24 ms
[2022-04-11 02:36:12 main:574] : INFO : Epoch 1811 | loss: 0.0311226 | val_loss: 0.0311501 | Time: 5318.53 ms
[2022-04-11 02:36:18 main:574] : INFO : Epoch 1812 | loss: 0.0311206 | val_loss: 0.0311484 | Time: 5318.37 ms
[2022-04-11 02:36:23 main:574] : INFO : Epoch 1813 | loss: 0.0311175 | val_loss: 0.0311491 | Time: 5324.87 ms
[2022-04-11 02:36:28 main:574] : INFO : Epoch 1814 | loss: 0.0311154 | val_loss: 0.03115 | Time: 5321.02 ms
[2022-04-11 02:36:34 main:574] : INFO : Epoch 1815 | loss: 0.0311154 | val_loss: 0.0311457 | Time: 5325.38 ms
[2022-04-11 02:36:39 main:574] : INFO : Epoch 1816 | loss: 0.0311147 | val_loss: 0.0311489 | Time: 5324.6 ms
[2022-04-11 02:36:44 main:574] : INFO : Epoch 1817 | loss: 0.0311152 | val_loss: 0.0311473 | Time: 5326.99 ms
[2022-04-11 02:36:50 main:574] : INFO : Epoch 1818 | loss: 0.0311157 | val_loss: 0.0311529 | Time: 5321.41 ms
[2022-04-11 02:36:55 main:574] : INFO : Epoch 1819 | loss: 0.0311152 | val_loss: 0.0311476 | Time: 5326.09 ms
[2022-04-11 02:37:00 main:574] : INFO : Epoch 1820 | loss: 0.0311148 | val_loss: 0.0311491 | Time: 5314.45 ms
[2022-04-11 02:37:06 main:574] : INFO : Epoch 1821 | loss: 0.0311145 | val_loss: 0.0311482 | Time: 5323.74 ms
[2022-04-11 02:37:11 main:574] : INFO : Epoch 1822 | loss: 0.0311173 | val_loss: 0.0311494 | Time: 5326.99 ms
[2022-04-11 02:37:16 main:574] : INFO : Epoch 1823 | loss: 0.0311188 | val_loss: 0.0311492 | Time: 5321.45 ms
[2022-04-11 02:37:22 main:574] : INFO : Epoch 1824 | loss: 0.0311153 | val_loss: 0.0311466 | Time: 5330.5 ms
[2022-04-11 02:37:27 main:574] : INFO : Epoch 1825 | loss: 0.0311143 | val_loss: 0.0311562 | Time: 5323.93 ms
[2022-04-11 02:37:32 main:574] : INFO : Epoch 1826 | loss: 0.0311156 | val_loss: 0.0311485 | Time: 5324.66 ms
[2022-04-11 02:37:38 main:574] : INFO : Epoch 1827 | loss: 0.0311153 | val_loss: 0.0311493 | Time: 5317.11 ms
[2022-04-11 02:37:43 main:574] : INFO : Epoch 1828 | loss: 0.0311141 | val_loss: 0.031151 | Time: 5325.6 ms
[2022-04-11 02:37:48 main:574] : INFO : Epoch 1829 | loss: 0.0311141 | val_loss: 0.031144 | Time: 5322.78 ms
[2022-04-11 02:37:54 main:574] : INFO : Epoch 1830 | loss: 0.031115 | val_loss: 0.0311433 | Time: 5319.94 ms
[2022-04-11 02:37:59 main:574] : INFO : Epoch 1831 | loss: 0.0311187 | val_loss: 0.0311508 | Time: 5322.75 ms
[2022-04-11 02:38:04 main:574] : INFO : Epoch 1832 | loss: 0.0311141 | val_loss: 0.0311498 | Time: 5326.97 ms
[2022-04-11 02:38:10 main:574] : INFO : Epoch 1833 | loss: 0.0311147 | val_loss: 0.0311483 | Time: 5324.73 ms
[2022-04-11 02:38:15 main:574] : INFO : Epoch 1834 | loss: 0.0311127 | val_loss: 0.0311466 | Time: 5316.91 ms
[2022-04-11 02:38:20 main:574] : INFO : Epoch 1835 | loss: 0.0311121 | val_loss: 0.0311483 | Time: 5318.93 ms
[2022-04-11 02:38:26 main:574] : INFO : Epoch 1836 | loss: 0.0311136 | val_loss: 0.0311494 | Time: 5325.91 ms
[2022-04-11 02:38:31 main:574] : INFO : Epoch 1837 | loss: 0.0311148 | val_loss: 0.031144 | Time: 5323.34 ms
[2022-04-11 02:38:36 main:574] : INFO : Epoch 1838 | loss: 0.0311139 | val_loss: 0.0311485 | Time: 5326.36 ms
[2022-04-11 02:38:41 main:574] : INFO : Epoch 1839 | loss: 0.0311163 | val_loss: 0.031145 | Time: 5318.65 ms
[2022-04-11 02:38:47 main:574] : INFO : Epoch 1840 | loss: 0.0311155 | val_loss: 0.0311513 | Time: 5321.71 ms
[2022-04-11 02:38:52 main:574] : INFO : Epoch 1841 | loss: 0.0311131 | val_loss: 0.031149 | Time: 5318.71 ms
[2022-04-11 02:38:57 main:574] : INFO : Epoch 1842 | loss: 0.0311138 | val_loss: 0.0311458 | Time: 5322.49 ms
[2022-04-11 02:39:03 main:574] : INFO : Epoch 1843 | loss: 0.0311115 | val_loss: 0.031148 | Time: 5322 ms
[2022-04-11 02:39:08 main:574] : INFO : Epoch 1844 | loss: 0.0311124 | val_loss: 0.0311502 | Time: 5321.53 ms
[2022-04-11 02:39:13 main:574] : INFO : Epoch 1845 | loss: 0.0311155 | val_loss: 0.0311521 | Time: 5326.54 ms
[2022-04-11 02:39:19 main:574] : INFO : Epoch 1846 | loss: 0.0311187 | val_loss: 0.0311487 | Time: 5332.9 ms
[2022-04-11 02:39:24 main:574] : INFO : Epoch 1847 | loss: 0.0311224 | val_loss: 0.0311492 | Time: 5321.78 ms
[2022-04-11 02:39:29 main:574] : INFO : Epoch 1848 | loss: 0.0311177 | val_loss: 0.0311477 | Time: 5321.9 ms
[2022-04-11 02:39:35 main:574] : INFO : Epoch 1849 | loss: 0.0311156 | val_loss: 0.0311478 | Time: 5315.41 ms
[2022-04-11 02:39:40 main:574] : INFO : Epoch 1850 | loss: 0.0311157 | val_loss: 0.0311472 | Time: 5319.89 ms
[2022-04-11 02:39:45 main:574] : INFO : Epoch 1851 | loss: 0.0311142 | val_loss: 0.0311491 | Time: 5327 ms
[2022-04-11 02:39:51 main:574] : INFO : Epoch 1852 | loss: 0.0311141 | val_loss: 0.0311478 | Time: 5333.85 ms
[2022-04-11 02:39:56 main:574] : INFO : Epoch 1853 | loss: 0.0311144 | val_loss: 0.0311521 | Time: 5319.13 ms
[2022-04-11 02:40:01 main:574] : INFO : Epoch 1854 | loss: 0.0311165 | val_loss: 0.0311452 | Time: 5319.23 ms
[2022-04-11 02:40:07 main:574] : INFO : Epoch 1855 | loss: 0.0311118 | val_loss: 0.0311444 | Time: 5323.27 ms
[2022-04-11 02:40:12 main:574] : INFO : Epoch 1856 | loss: 0.0311119 | val_loss: 0.0311511 | Time: 5322.98 ms
[2022-04-11 02:40:17 main:574] : INFO : Epoch 1857 | loss: 0.0311124 | val_loss: 0.0311457 | Time: 5322.58 ms
[2022-04-11 02:40:23 main:574] : INFO : Epoch 1858 | loss: 0.0311127 | val_loss: 0.0311475 | Time: 5329.11 ms
[2022-04-11 02:40:28 main:574] : INFO : Epoch 1859 | loss: 0.0311128 | val_loss: 0.0311456 | Time: 5330.12 ms
[2022-04-11 02:40:33 main:574] : INFO : Epoch 1860 | loss: 0.0311166 | val_loss: 0.0311589 | Time: 5320.45 ms
[2022-04-11 02:40:39 main:574] : INFO : Epoch 1861 | loss: 0.0311125 | val_loss: 0.0311436 | Time: 5323.94 ms
[2022-04-11 02:40:44 main:574] : INFO : Epoch 1862 | loss: 0.031114 | val_loss: 0.0311529 | Time: 5325.46 ms
[2022-04-11 02:40:49 main:574] : INFO : Epoch 1863 | loss: 0.0311154 | val_loss: 0.0311471 | Time: 5321.54 ms
[2022-04-11 02:40:55 main:574] : INFO : Epoch 1864 | loss: 0.031118 | val_loss: 0.0311529 | Time: 5326.7 ms
[2022-04-11 02:41:00 main:574] : INFO : Epoch 1865 | loss: 0.0311157 | val_loss: 0.0311492 | Time: 5323.15 ms
[2022-04-11 02:41:05 main:574] : INFO : Epoch 1866 | loss: 0.0311147 | val_loss: 0.0311497 | Time: 5328.25 ms
[2022-04-11 02:41:11 main:574] : INFO : Epoch 1867 | loss: 0.0311125 | val_loss: 0.0311458 | Time: 5325.34 ms
[2022-04-11 02:41:16 main:574] : INFO : Epoch 1868 | loss: 0.0311123 | val_loss: 0.0311491 | Time: 5321 ms
[2022-04-11 02:41:21 main:574] : INFO : Epoch 1869 | loss: 0.031112 | val_loss: 0.0311521 | Time: 5312.32 ms
[2022-04-11 02:41:27 main:574] : INFO : Epoch 1870 | loss: 0.0311153 | val_loss: 0.0311499 | Time: 5319.49 ms
[2022-04-11 02:41:32 main:574] : INFO : Epoch 1871 | loss: 0.0311151 | val_loss: 0.0311465 | Time: 5325.79 ms
[2022-04-11 02:41:37 main:574] : INFO : Epoch 1872 | loss: 0.031115 | val_loss: 0.0311488 | Time: 5308.71 ms
[2022-04-11 02:41:43 main:574] : INFO : Epoch 1873 | loss: 0.0311124 | val_loss: 0.0311523 | Time: 5330.43 ms
[2022-04-11 02:41:48 main:574] : INFO : Epoch 1874 | loss: 0.0311131 | val_loss: 0.0311504 | Time: 5322.7 ms
[2022-04-11 02:41:53 main:574] : INFO : Epoch 1875 | loss: 0.0311109 | val_loss: 0.0311453 | Time: 5323.96 ms
[2022-04-11 02:41:59 main:574] : INFO : Epoch 1876 | loss: 0.0311104 | val_loss: 0.031152 | Time: 5321.06 ms
[2022-04-11 02:42:04 main:574] : INFO : Epoch 1877 | loss: 0.0311162 | val_loss: 0.0311544 | Time: 5320.21 ms
[2022-04-11 02:42:09 main:574] : INFO : Epoch 1878 | loss: 0.0311174 | val_loss: 0.0311491 | Time: 5327.47 ms
[2022-04-11 02:42:15 main:574] : INFO : Epoch 1879 | loss: 0.0311123 | val_loss: 0.0311552 | Time: 5316.79 ms
[2022-04-11 02:42:20 main:574] : INFO : Epoch 1880 | loss: 0.0311121 | val_loss: 0.0311539 | Time: 5328.24 ms
[2022-04-11 02:42:25 main:574] : INFO : Epoch 1881 | loss: 0.0311105 | val_loss: 0.0311495 | Time: 5318.61 ms
[2022-04-11 02:42:31 main:574] : INFO : Epoch 1882 | loss: 0.0311089 | val_loss: 0.0311495 | Time: 5326.11 ms
[2022-04-11 02:42:36 main:574] : INFO : Epoch 1883 | loss: 0.0311101 | val_loss: 0.0311458 | Time: 5320.6 ms
[2022-04-11 02:42:41 main:574] : INFO : Epoch 1884 | loss: 0.0311115 | val_loss: 0.0311486 | Time: 5325.38 ms
[2022-04-11 02:42:47 main:574] : INFO : Epoch 1885 | loss: 0.0311117 | val_loss: 0.0311487 | Time: 5327.36 ms
[2022-04-11 02:42:52 main:574] : INFO : Epoch 1886 | loss: 0.0311096 | val_loss: 0.0311472 | Time: 5320.43 ms
[2022-04-11 02:42:57 main:574] : INFO : Epoch 1887 | loss: 0.0311077 | val_loss: 0.0311472 | Time: 5328.85 ms
[2022-04-11 02:43:03 main:574] : INFO : Epoch 1888 | loss: 0.0311076 | val_loss: 0.0311472 | Time: 5328.22 ms
[2022-04-11 02:43:08 main:574] : INFO : Epoch 1889 | loss: 0.0311094 | val_loss: 0.031151 | Time: 5320.66 ms
[2022-04-11 02:43:13 main:574] : INFO : Epoch 1890 | loss: 0.0311147 | val_loss: 0.0311437 | Time: 5328.67 ms
[2022-04-11 02:43:19 main:574] : INFO : Epoch 1891 | loss: 0.0311132 | val_loss: 0.0311473 | Time: 5320.14 ms
[2022-04-11 02:43:24 main:574] : INFO : Epoch 1892 | loss: 0.031113 | val_loss: 0.0311462 | Time: 5325.7 ms
[2022-04-11 02:43:29 main:574] : INFO : Epoch 1893 | loss: 0.031115 | val_loss: 0.0311438 | Time: 5327.91 ms
[2022-04-11 02:43:35 main:574] : INFO : Epoch 1894 | loss: 0.0311135 | val_loss: 0.03115 | Time: 5325.65 ms
[2022-04-11 02:43:40 main:574] : INFO : Epoch 1895 | loss: 0.031115 | val_loss: 0.0311491 | Time: 5324.07 ms
[2022-04-11 02:43:45 main:574] : INFO : Epoch 1896 | loss: 0.0311176 | val_loss: 0.0311509 | Time: 5324.81 ms
[2022-04-11 02:43:51 main:574] : INFO : Epoch 1897 | loss: 0.0311197 | val_loss: 0.0311478 | Time: 5320.72 ms
[2022-04-11 02:43:56 main:574] : INFO : Epoch 1898 | loss: 0.0311176 | val_loss: 0.0311451 | Time: 5319.77 ms
[2022-04-11 02:44:01 main:574] : INFO : Epoch 1899 | loss: 0.0311149 | val_loss: 0.0311481 | Time: 5320.17 ms
[2022-04-11 02:44:07 main:574] : INFO : Epoch 1900 | loss: 0.031113 | val_loss: 0.0311484 | Time: 5327.09 ms
[2022-04-11 02:44:12 main:574] : INFO : Epoch 1901 | loss: 0.0311148 | val_loss: 0.0311535 | Time: 5327.88 ms
[2022-04-11 02:44:17 main:574] : INFO : Epoch 1902 | loss: 0.0311172 | val_loss: 0.0311489 | Time: 5317.28 ms
[2022-04-11 02:44:23 main:574] : INFO : Epoch 1903 | loss: 0.0311144 | val_loss: 0.0311517 | Time: 5318.89 ms
[2022-04-11 02:44:28 main:574] : INFO : Epoch 1904 | loss: 0.0311143 | val_loss: 0.0311445 | Time: 5316.17 ms
[2022-04-11 02:44:33 main:574] : INFO : Epoch 1905 | loss: 0.0311137 | val_loss: 0.0311467 | Time: 5321.03 ms
[2022-04-11 02:44:39 main:574] : INFO : Epoch 1906 | loss: 0.0311143 | val_loss: 0.0311463 | Time: 5324.03 ms
[2022-04-11 02:44:44 main:574] : INFO : Epoch 1907 | loss: 0.0311123 | val_loss: 0.0311458 | Time: 5321.6 ms
[2022-04-11 02:44:49 main:574] : INFO : Epoch 1908 | loss: 0.0311098 | val_loss: 0.0311457 | Time: 5329.33 ms
[2022-04-11 02:44:55 main:574] : INFO : Epoch 1909 | loss: 0.0311082 | val_loss: 0.0311518 | Time: 5319.13 ms
[2022-04-11 02:45:00 main:574] : INFO : Epoch 1910 | loss: 0.0311089 | val_loss: 0.031147 | Time: 5330.39 ms
[2022-04-11 02:45:05 main:574] : INFO : Epoch 1911 | loss: 0.0311087 | val_loss: 0.0311529 | Time: 5315.45 ms
[2022-04-11 02:45:11 main:574] : INFO : Epoch 1912 | loss: 0.0311087 | val_loss: 0.0311476 | Time: 5328.14 ms
[2022-04-11 02:45:16 main:574] : INFO : Epoch 1913 | loss: 0.0311082 | val_loss: 0.0311475 | Time: 5321.52 ms
[2022-04-11 02:45:21 main:574] : INFO : Epoch 1914 | loss: 0.0311101 | val_loss: 0.0311496 | Time: 5321.39 ms
[2022-04-11 02:45:27 main:574] : INFO : Epoch 1915 | loss: 0.0311131 | val_loss: 0.0311495 | Time: 5329.65 ms
[2022-04-11 02:45:32 main:574] : INFO : Epoch 1916 | loss: 0.0311154 | val_loss: 0.0311488 | Time: 5341.16 ms
[2022-04-11 02:45:37 main:574] : INFO : Epoch 1917 | loss: 0.031113 | val_loss: 0.031148 | Time: 5323.13 ms
[2022-04-11 02:45:43 main:574] : INFO : Epoch 1918 | loss: 0.0311139 | val_loss: 0.0311462 | Time: 5320.26 ms
[2022-04-11 02:45:48 main:574] : INFO : Epoch 1919 | loss: 0.0311111 | val_loss: 0.031143 | Time: 5323.3 ms
[2022-04-11 02:45:53 main:574] : INFO : Epoch 1920 | loss: 0.0311102 | val_loss: 0.0311425 | Time: 5324.16 ms
[2022-04-11 02:45:59 main:574] : INFO : Epoch 1921 | loss: 0.0311098 | val_loss: 0.0311467 | Time: 5320.38 ms
[2022-04-11 02:46:04 main:574] : INFO : Epoch 1922 | loss: 0.0311077 | val_loss: 0.0311522 | Time: 5330.79 ms
[2022-04-11 02:46:09 main:574] : INFO : Epoch 1923 | loss: 0.0311075 | val_loss: 0.031149 | Time: 5323.03 ms
[2022-04-11 02:46:15 main:574] : INFO : Epoch 1924 | loss: 0.0311076 | val_loss: 0.0311445 | Time: 5329.99 ms
[2022-04-11 02:46:20 main:574] : INFO : Epoch 1925 | loss: 0.0311109 | val_loss: 0.0311454 | Time: 5324.31 ms
[2022-04-11 02:46:25 main:574] : INFO : Epoch 1926 | loss: 0.0311103 | val_loss: 0.0311486 | Time: 5320.67 ms
[2022-04-11 02:46:31 main:574] : INFO : Epoch 1927 | loss: 0.0311138 | val_loss: 0.0311502 | Time: 5324.22 ms
[2022-04-11 02:46:36 main:574] : INFO : Epoch 1928 | loss: 0.0311097 | val_loss: 0.0311486 | Time: 5318.93 ms
[2022-04-11 02:46:41 main:574] : INFO : Epoch 1929 | loss: 0.0311115 | val_loss: 0.0311544 | Time: 5327.27 ms
[2022-04-11 02:46:46 main:574] : INFO : Epoch 1930 | loss: 0.031114 | val_loss: 0.0311471 | Time: 5321.91 ms
[2022-04-11 02:46:52 main:574] : INFO : Epoch 1931 | loss: 0.0311122 | val_loss: 0.0311494 | Time: 5320.69 ms
[2022-04-11 02:46:57 main:574] : INFO : Epoch 1932 | loss: 0.0311113 | val_loss: 0.0311516 | Time: 5321.44 ms
[2022-04-11 02:47:02 main:574] : INFO : Epoch 1933 | loss: 0.0311166 | val_loss: 0.031152 | Time: 5319.55 ms
[2022-04-11 02:47:08 main:574] : INFO : Epoch 1934 | loss: 0.0311159 | val_loss: 0.0311511 | Time: 5325.56 ms
[2022-04-11 02:47:13 main:574] : INFO : Epoch 1935 | loss: 0.0311147 | val_loss: 0.0311494 | Time: 5321.27 ms
[2022-04-11 02:47:18 main:574] : INFO : Epoch 1936 | loss: 0.0311173 | val_loss: 0.0311666 | Time: 5327.28 ms
[2022-04-11 02:47:24 main:574] : INFO : Epoch 1937 | loss: 0.0311295 | val_loss: 0.0311477 | Time: 5323.29 ms
[2022-04-11 02:47:29 main:574] : INFO : Epoch 1938 | loss: 0.0311234 | val_loss: 0.0311484 | Time: 5321.85 ms
[2022-04-11 02:47:34 main:574] : INFO : Epoch 1939 | loss: 0.0311231 | val_loss: 0.0311454 | Time: 5320.32 ms
[2022-04-11 02:47:40 main:574] : INFO : Epoch 1940 | loss: 0.0311185 | val_loss: 0.0311432 | Time: 5320.31 ms
[2022-04-11 02:47:45 main:574] : INFO : Epoch 1941 | loss: 0.0311159 | val_loss: 0.031149 | Time: 5319.99 ms
[2022-04-11 02:47:50 main:574] : INFO : Epoch 1942 | loss: 0.0311155 | val_loss: 0.0311449 | Time: 5327.35 ms
[2022-04-11 02:47:56 main:574] : INFO : Epoch 1943 | loss: 0.0311202 | val_loss: 0.0311474 | Time: 5326.68 ms
[2022-04-11 02:48:01 main:574] : INFO : Epoch 1944 | loss: 0.0311167 | val_loss: 0.0311492 | Time: 5320.07 ms
[2022-04-11 02:48:06 main:574] : INFO : Epoch 1945 | loss: 0.0311123 | val_loss: 0.0311528 | Time: 5319.98 ms
[2022-04-11 02:48:12 main:574] : INFO : Epoch 1946 | loss: 0.0311134 | val_loss: 0.0311418 | Time: 5324.45 ms
[2022-04-11 02:48:17 main:574] : INFO : Epoch 1947 | loss: 0.0311129 | val_loss: 0.0311408 | Time: 5325.18 ms
[2022-04-11 02:48:22 main:574] : INFO : Epoch 1948 | loss: 0.0311112 | val_loss: 0.0311441 | Time: 5323.83 ms
[2022-04-11 02:48:28 main:574] : INFO : Epoch 1949 | loss: 0.0311181 | val_loss: 0.0311425 | Time: 5326.27 ms
[2022-04-11 02:48:33 main:574] : INFO : Epoch 1950 | loss: 0.031119 | val_loss: 0.0311439 | Time: 5330.63 ms
[2022-04-11 02:48:38 main:574] : INFO : Epoch 1951 | loss: 0.0311212 | val_loss: 0.0311431 | Time: 5320.72 ms
[2022-04-11 02:48:44 main:574] : INFO : Epoch 1952 | loss: 0.0311224 | val_loss: 0.0311458 | Time: 5321.92 ms
[2022-04-11 02:48:49 main:574] : INFO : Epoch 1953 | loss: 0.0311193 | val_loss: 0.031144 | Time: 5323.66 ms
[2022-04-11 02:48:54 main:574] : INFO : Epoch 1954 | loss: 0.0311158 | val_loss: 0.0311419 | Time: 5318.04 ms
[2022-04-11 02:49:00 main:574] : INFO : Epoch 1955 | loss: 0.0311157 | val_loss: 0.031144 | Time: 5323.01 ms
[2022-04-11 02:49:05 main:574] : INFO : Epoch 1956 | loss: 0.0311137 | val_loss: 0.0311428 | Time: 5323.03 ms
[2022-04-11 02:49:10 main:574] : INFO : Epoch 1957 | loss: 0.0311185 | val_loss: 0.0311436 | Time: 5330.66 ms
[2022-04-11 02:49:16 main:574] : INFO : Epoch 1958 | loss: 0.0311176 | val_loss: 0.0311405 | Time: 5322.27 ms
[2022-04-11 02:49:21 main:574] : INFO : Epoch 1959 | loss: 0.0311128 | val_loss: 0.0311413 | Time: 5324.58 ms
[2022-04-11 02:49:26 main:574] : INFO : Epoch 1960 | loss: 0.031113 | val_loss: 0.0311505 | Time: 5321.44 ms
[2022-04-11 02:49:32 main:574] : INFO : Epoch 1961 | loss: 0.0311137 | val_loss: 0.0311465 | Time: 5318.7 ms
[2022-04-11 02:49:37 main:574] : INFO : Epoch 1962 | loss: 0.0311139 | val_loss: 0.0311464 | Time: 5325.03 ms
[2022-04-11 02:49:42 main:574] : INFO : Epoch 1963 | loss: 0.0311135 | val_loss: 0.031148 | Time: 5321.93 ms
[2022-04-11 02:49:48 main:574] : INFO : Epoch 1964 | loss: 0.0311111 | val_loss: 0.031139 | Time: 5325.51 ms
[2022-04-11 02:49:53 main:574] : INFO : Epoch 1965 | loss: 0.0311133 | val_loss: 0.0311455 | Time: 5321.66 ms
[2022-04-11 02:49:58 main:574] : INFO : Epoch 1966 | loss: 0.0311133 | val_loss: 0.0311453 | Time: 5325.87 ms
[2022-04-11 02:50:04 main:574] : INFO : Epoch 1967 | loss: 0.0311137 | val_loss: 0.0311489 | Time: 5318.38 ms
[2022-04-11 02:50:09 main:574] : INFO : Epoch 1968 | loss: 0.0311149 | val_loss: 0.0311488 | Time: 5327.04 ms
[2022-04-11 02:50:14 main:574] : INFO : Epoch 1969 | loss: 0.0311155 | val_loss: 0.0311475 | Time: 5326.09 ms
[2022-04-11 02:50:20 main:574] : INFO : Epoch 1970 | loss: 0.0311136 | val_loss: 0.0311524 | Time: 5323.31 ms
[2022-04-11 02:50:25 main:574] : INFO : Epoch 1971 | loss: 0.0311135 | val_loss: 0.0311466 | Time: 5332.83 ms
[2022-04-11 02:50:30 main:574] : INFO : Epoch 1972 | loss: 0.0311122 | val_loss: 0.0311477 | Time: 5319.46 ms
[2022-04-11 02:50:36 main:574] : INFO : Epoch 1973 | loss: 0.0311108 | val_loss: 0.0311482 | Time: 5322.92 ms
[2022-04-11 02:50:41 main:574] : INFO : Epoch 1974 | loss: 0.0311106 | val_loss: 0.0311508 | Time: 5323.93 ms
[2022-04-11 02:50:46 main:574] : INFO : Epoch 1975 | loss: 0.031111 | val_loss: 0.0311446 | Time: 5321.85 ms
[2022-04-11 02:50:52 main:574] : INFO : Epoch 1976 | loss: 0.0311109 | val_loss: 0.031146 | Time: 5328 ms
[2022-04-11 02:50:57 main:574] : INFO : Epoch 1977 | loss: 0.0311172 | val_loss: 0.031147 | Time: 5326.12 ms
[2022-04-11 02:51:02 main:574] : INFO : Epoch 1978 | loss: 0.0311195 | val_loss: 0.0311463 | Time: 5327.33 ms
[2022-04-11 02:51:08 main:574] : INFO : Epoch 1979 | loss: 0.0311191 | val_loss: 0.03115 | Time: 5323.02 ms
[2022-04-11 02:51:13 main:574] : INFO : Epoch 1980 | loss: 0.0311206 | val_loss: 0.0311524 | Time: 5325.41 ms
[2022-04-11 02:51:18 main:574] : INFO : Epoch 1981 | loss: 0.0311168 | val_loss: 0.0311471 | Time: 5322.07 ms
[2022-04-11 02:51:24 main:574] : INFO : Epoch 1982 | loss: 0.0311142 | val_loss: 0.0311439 | Time: 5322.98 ms
[2022-04-11 02:51:29 main:574] : INFO : Epoch 1983 | loss: 0.031113 | val_loss: 0.0311452 | Time: 5329.48 ms
[2022-04-11 02:51:34 main:574] : INFO : Epoch 1984 | loss: 0.0311126 | val_loss: 0.0311497 | Time: 5323.05 ms
[2022-04-11 02:51:40 main:574] : INFO : Epoch 1985 | loss: 0.0311132 | val_loss: 0.0311477 | Time: 5332.4 ms
[2022-04-11 02:51:45 main:574] : INFO : Epoch 1986 | loss: 0.0311155 | val_loss: 0.0311485 | Time: 5325.83 ms
[2022-04-11 02:51:50 main:574] : INFO : Epoch 1987 | loss: 0.0311134 | val_loss: 0.0311444 | Time: 5321.44 ms
[2022-04-11 02:51:56 main:574] : INFO : Epoch 1988 | loss: 0.0311146 | val_loss: 0.0311435 | Time: 5323.03 ms
[2022-04-11 02:52:01 main:574] : INFO : Epoch 1989 | loss: 0.0311124 | val_loss: 0.0311484 | Time: 5316.17 ms
[2022-04-11 02:52:06 main:574] : INFO : Epoch 1990 | loss: 0.0311119 | val_loss: 0.0311486 | Time: 5326.2 ms
[2022-04-11 02:52:12 main:574] : INFO : Epoch 1991 | loss: 0.0311102 | val_loss: 0.0311426 | Time: 5324.64 ms
[2022-04-11 02:52:17 main:574] : INFO : Epoch 1992 | loss: 0.031109 | val_loss: 0.0311431 | Time: 5325.75 ms
[2022-04-11 02:52:22 main:574] : INFO : Epoch 1993 | loss: 0.0311077 | val_loss: 0.0311423 | Time: 5323.21 ms
[2022-04-11 02:52:28 main:574] : INFO : Epoch 1994 | loss: 0.0311075 | val_loss: 0.0311439 | Time: 5315.47 ms
[2022-04-11 02:52:33 main:574] : INFO : Epoch 1995 | loss: 0.0311078 | val_loss: 0.0311428 | Time: 5311.9 ms
[2022-04-11 02:52:38 main:574] : INFO : Epoch 1996 | loss: 0.0311114 | val_loss: 0.0311472 | Time: 5320.97 ms
[2022-04-11 02:52:43 main:574] : INFO : Epoch 1997 | loss: 0.0311125 | val_loss: 0.0311485 | Time: 5321.55 ms
[2022-04-11 02:52:49 main:574] : INFO : Epoch 1998 | loss: 0.0311093 | val_loss: 0.0311445 | Time: 5328.71 ms
[2022-04-11 02:52:54 main:574] : INFO : Epoch 1999 | loss: 0.0311095 | val_loss: 0.0311465 | Time: 5332.07 ms
[2022-04-11 02:52:59 main:574] : INFO : Epoch 2000 | loss: 0.0311089 | val_loss: 0.0311457 | Time: 5321.26 ms
[2022-04-11 02:53:05 main:574] : INFO : Epoch 2001 | loss: 0.0311088 | val_loss: 0.0311462 | Time: 5318.96 ms
[2022-04-11 02:53:10 main:574] : INFO : Epoch 2002 | loss: 0.031109 | val_loss: 0.0311436 | Time: 5317.1 ms
[2022-04-11 02:53:15 main:574] : INFO : Epoch 2003 | loss: 0.0311133 | val_loss: 0.031148 | Time: 5319.47 ms
[2022-04-11 02:53:21 main:574] : INFO : Epoch 2004 | loss: 0.0311119 | val_loss: 0.031148 | Time: 5324.43 ms
[2022-04-11 02:53:26 main:574] : INFO : Epoch 2005 | loss: 0.0311105 | val_loss: 0.0311447 | Time: 5324.47 ms
[2022-04-11 02:53:31 main:574] : INFO : Epoch 2006 | loss: 0.0311092 | val_loss: 0.0311461 | Time: 5321.47 ms
[2022-04-11 02:53:37 main:574] : INFO : Epoch 2007 | loss: 0.0311104 | val_loss: 0.0311444 | Time: 5323.76 ms
[2022-04-11 02:53:42 main:574] : INFO : Epoch 2008 | loss: 0.03111 | val_loss: 0.0311467 | Time: 5318.02 ms
[2022-04-11 02:53:47 main:574] : INFO : Epoch 2009 | loss: 0.0311099 | val_loss: 0.0311422 | Time: 5318.25 ms
[2022-04-11 02:53:53 main:574] : INFO : Epoch 2010 | loss: 0.0311089 | val_loss: 0.0311464 | Time: 5323.27 ms
[2022-04-11 02:53:58 main:574] : INFO : Epoch 2011 | loss: 0.0311123 | val_loss: 0.0311508 | Time: 5321.81 ms
[2022-04-11 02:54:03 main:574] : INFO : Epoch 2012 | loss: 0.0311153 | val_loss: 0.0311548 | Time: 5322.38 ms
[2022-04-11 02:54:09 main:574] : INFO : Epoch 2013 | loss: 0.0311274 | val_loss: 0.0311475 | Time: 5324.67 ms
[2022-04-11 02:54:14 main:574] : INFO : Epoch 2014 | loss: 0.0311168 | val_loss: 0.0311402 | Time: 5321.37 ms
[2022-04-11 02:54:19 main:574] : INFO : Epoch 2015 | loss: 0.0311121 | val_loss: 0.0311445 | Time: 5317.73 ms
[2022-04-11 02:54:25 main:574] : INFO : Epoch 2016 | loss: 0.0311133 | val_loss: 0.031144 | Time: 5323.21 ms
[2022-04-11 02:54:30 main:574] : INFO : Epoch 2017 | loss: 0.0311103 | val_loss: 0.0311442 | Time: 5323.04 ms
[2022-04-11 02:54:35 main:574] : INFO : Epoch 2018 | loss: 0.0311095 | val_loss: 0.0311469 | Time: 5327.27 ms
[2022-04-11 02:54:41 main:574] : INFO : Epoch 2019 | loss: 0.0311087 | val_loss: 0.0311447 | Time: 5322.43 ms
[2022-04-11 02:54:46 main:574] : INFO : Epoch 2020 | loss: 0.0311104 | val_loss: 0.0311463 | Time: 5333.05 ms
[2022-04-11 02:54:51 main:574] : INFO : Epoch 2021 | loss: 0.0311125 | val_loss: 0.0311467 | Time: 5321.92 ms
[2022-04-11 02:54:57 main:574] : INFO : Epoch 2022 | loss: 0.0311117 | val_loss: 0.0311529 | Time: 5326.43 ms
[2022-04-11 02:55:02 main:574] : INFO : Epoch 2023 | loss: 0.0311145 | val_loss: 0.0311452 | Time: 5319.41 ms
[2022-04-11 02:55:07 main:574] : INFO : Epoch 2024 | loss: 0.0311128 | val_loss: 0.0311517 | Time: 5321.84 ms
[2022-04-11 02:55:13 main:574] : INFO : Epoch 2025 | loss: 0.0311104 | val_loss: 0.0311527 | Time: 5328.39 ms
[2022-04-11 02:55:18 main:574] : INFO : Epoch 2026 | loss: 0.0311092 | val_loss: 0.0311505 | Time: 5324.44 ms
[2022-04-11 02:55:23 main:574] : INFO : Epoch 2027 | loss: 0.031113 | val_loss: 0.0311513 | Time: 5326.52 ms
[2022-04-11 02:55:29 main:574] : INFO : Epoch 2028 | loss: 0.0311129 | val_loss: 0.031145 | Time: 5319.48 ms
[2022-04-11 02:55:34 main:574] : INFO : Epoch 2029 | loss: 0.0311111 | val_loss: 0.0311494 | Time: 5325.54 ms
[2022-04-11 02:55:39 main:574] : INFO : Epoch 2030 | loss: 0.0311108 | val_loss: 0.0311472 | Time: 5318.23 ms
[2022-04-11 02:55:45 main:574] : INFO : Epoch 2031 | loss: 0.0311106 | val_loss: 0.0311486 | Time: 5319.88 ms
[2022-04-11 02:55:50 main:574] : INFO : Epoch 2032 | loss: 0.0311149 | val_loss: 0.0311491 | Time: 5329.2 ms
[2022-04-11 02:55:55 main:574] : INFO : Epoch 2033 | loss: 0.0311112 | val_loss: 0.0311435 | Time: 5324.77 ms
[2022-04-11 02:56:01 main:574] : INFO : Epoch 2034 | loss: 0.0311106 | val_loss: 0.031148 | Time: 5328.58 ms
[2022-04-11 02:56:06 main:574] : INFO : Epoch 2035 | loss: 0.0311118 | val_loss: 0.0311538 | Time: 5320.52 ms
[2022-04-11 02:56:11 main:574] : INFO : Epoch 2036 | loss: 0.0311118 | val_loss: 0.031156 | Time: 5322.24 ms
[2022-04-11 02:56:17 main:574] : INFO : Epoch 2037 | loss: 0.0311109 | val_loss: 0.0311469 | Time: 5324.93 ms
[2022-04-11 02:56:22 main:574] : INFO : Epoch 2038 | loss: 0.0311128 | val_loss: 0.0311474 | Time: 5318.55 ms
[2022-04-11 02:56:27 main:574] : INFO : Epoch 2039 | loss: 0.0311094 | val_loss: 0.0311438 | Time: 5327.68 ms
[2022-04-11 02:56:33 main:574] : INFO : Epoch 2040 | loss: 0.0311088 | val_loss: 0.0311523 | Time: 5320.97 ms
[2022-04-11 02:56:38 main:574] : INFO : Epoch 2041 | loss: 0.0311105 | val_loss: 0.0311522 | Time: 5317.63 ms
[2022-04-11 02:56:43 main:574] : INFO : Epoch 2042 | loss: 0.031111 | val_loss: 0.0311473 | Time: 5320.04 ms
[2022-04-11 02:56:49 main:574] : INFO : Epoch 2043 | loss: 0.0311101 | val_loss: 0.0311444 | Time: 5318.49 ms
[2022-04-11 02:56:54 main:574] : INFO : Epoch 2044 | loss: 0.0311123 | val_loss: 0.0311454 | Time: 5318.83 ms
[2022-04-11 02:56:59 main:574] : INFO : Epoch 2045 | loss: 0.0311157 | val_loss: 0.0311471 | Time: 5319.97 ms
[2022-04-11 02:57:05 main:574] : INFO : Epoch 2046 | loss: 0.0311125 | val_loss: 0.0311437 | Time: 5321.33 ms
[2022-04-11 02:57:10 main:574] : INFO : Epoch 2047 | loss: 0.0311127 | val_loss: 0.0311437 | Time: 5325.2 ms
[2022-04-11 02:57:15 main:574] : INFO : Epoch 2048 | loss: 0.0311135 | val_loss: 0.031147 | Time: 5329.3 ms
[2022-04-11 02:57:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031147
[2022-04-11 02:57:15 main:603] : INFO : Saving end state to config to file
[2022-04-11 02:57:15 main:608] : INFO : Success, exiting..
02:57:15 (3056): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)