Task 13943750
| Name | ParityModified-1647045350-2633-0_1 |
| Workunit | 10096304 |
| Created | 28 Mar 2022, 13:17:40 UTC |
| Sent | 28 Mar 2022, 13:25:24 UTC |
| Report deadline | 5 Apr 2022, 13:25:24 UTC |
| Received | 28 Mar 2022, 17:33:43 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 6 min 27 sec |
| CPU time | 3 hours 5 min 50 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 08:47:11 main:574] : INFO : Epoch 1542 | loss: 0.0310641 | val_loss: 0.0312463 | Time: 5461.46 ms [2022-03-28 08:47:17 main:574] : INFO : Epoch 1543 | loss: 0.0310467 | val_loss: 0.031241 | Time: 5425.14 ms [2022-03-28 08:47:22 main:574] : INFO : Epoch 1544 | loss: 0.0310438 | val_loss: 0.03124 | Time: 5414.76 ms [2022-03-28 08:47:28 main:574] : INFO : Epoch 1545 | loss: 0.0310408 | val_loss: 0.0312217 | Time: 5454.95 ms [2022-03-28 08:47:33 main:574] : INFO : Epoch 1546 | loss: 0.0310339 | val_loss: 0.0312595 | Time: 5390.38 ms [2022-03-28 08:47:39 main:574] : INFO : Epoch 1547 | loss: 0.0310235 | val_loss: 0.0312899 | Time: 5490.74 ms [2022-03-28 08:47:44 main:574] : INFO : Epoch 1548 | loss: 0.0310233 | val_loss: 0.0313025 | Time: 5436.84 ms [2022-03-28 08:47:49 main:574] : INFO : Epoch 1549 | loss: 0.0310313 | val_loss: 0.0312833 | Time: 5448.83 ms [2022-03-28 08:47:55 main:574] : INFO : Epoch 1550 | loss: 0.0310229 | val_loss: 0.0312851 | Time: 5477.19 ms [2022-03-28 08:48:00 main:574] : INFO : Epoch 1551 | loss: 0.0310225 | val_loss: 0.0312458 | Time: 5473.11 ms [2022-03-28 08:48:06 main:574] : INFO : Epoch 1552 | loss: 0.0310356 | val_loss: 0.031257 | Time: 5473.37 ms [2022-03-28 08:48:11 main:574] : INFO : Epoch 1553 | loss: 0.0310481 | val_loss: 0.031265 | Time: 5431.04 ms [2022-03-28 08:48:17 main:574] : INFO : Epoch 1554 | loss: 0.0310398 | val_loss: 0.0312584 | Time: 5489.33 ms [2022-03-28 08:48:22 main:574] : INFO : Epoch 1555 | loss: 0.0310401 | val_loss: 0.0312387 | Time: 5450.73 ms [2022-03-28 08:48:28 main:574] : INFO : Epoch 1556 | loss: 0.0310343 | val_loss: 0.0312574 | Time: 5546.45 ms [2022-03-28 08:48:34 main:574] : INFO : Epoch 1557 | loss: 0.0310375 | val_loss: 0.0312558 | Time: 6069.88 ms [2022-03-28 08:48:39 main:574] : INFO : Epoch 1558 | loss: 0.0310429 | val_loss: 0.0312507 | Time: 5575.5 ms [2022-03-28 08:48:45 main:574] : INFO : Epoch 1559 | loss: 0.0310428 | val_loss: 0.0312293 | Time: 5455.62 ms [2022-03-28 08:48:50 main:574] : INFO : Epoch 1560 | loss: 0.0310415 | val_loss: 0.0312475 | Time: 5421.74 ms [2022-03-28 08:48:56 main:574] : INFO : Epoch 1561 | loss: 0.0310322 | val_loss: 0.0312824 | Time: 5498.21 ms [2022-03-28 08:49:01 main:574] : INFO : Epoch 1562 | loss: 0.0310354 | val_loss: 0.0312735 | Time: 5430.49 ms [2022-03-28 08:49:07 main:574] : INFO : Epoch 1563 | loss: 0.0310384 | val_loss: 0.0312729 | Time: 5426.96 ms [2022-03-28 08:49:12 main:574] : INFO : Epoch 1564 | loss: 0.0310299 | val_loss: 0.031274 | Time: 5481.25 ms [2022-03-28 08:49:18 main:574] : INFO : Epoch 1565 | loss: 0.0310363 | val_loss: 0.0312826 | Time: 5400.15 ms [2022-03-28 08:49:23 main:574] : INFO : Epoch 1566 | loss: 0.0310443 | val_loss: 0.0312417 | Time: 5433.13 ms [2022-03-28 08:49:28 main:574] : INFO : Epoch 1567 | loss: 0.0310572 | val_loss: 0.0312479 | Time: 5399.04 ms [2022-03-28 08:49:34 main:574] : INFO : Epoch 1568 | loss: 0.031036 | val_loss: 0.0312905 | Time: 5406.25 ms [2022-03-28 08:49:39 main:574] : INFO : Epoch 1569 | loss: 0.0310237 | val_loss: 0.0313112 | Time: 5356.61 ms [2022-03-28 08:49:45 main:574] : INFO : Epoch 1570 | loss: 0.0310265 | val_loss: 0.0312475 | Time: 5384.65 ms [2022-03-28 08:49:50 main:574] : INFO : Epoch 1571 | loss: 0.0310319 | val_loss: 0.0312753 | Time: 5390.42 ms [2022-03-28 08:49:55 main:574] : INFO : Epoch 1572 | loss: 0.0310374 | val_loss: 0.0312548 | Time: 5406.86 ms [2022-03-28 08:50:01 main:574] : INFO : Epoch 1573 | loss: 0.0310327 | val_loss: 0.0312724 | Time: 5370.95 ms [2022-03-28 08:50:06 main:574] : INFO : Epoch 1574 | loss: 0.0310293 | val_loss: 0.0312652 | Time: 5455.64 ms [2022-03-28 08:50:12 main:574] : INFO : Epoch 1575 | loss: 0.0310216 | val_loss: 0.031276 | Time: 5496.35 ms [2022-03-28 08:50:17 main:574] : INFO : Epoch 1576 | loss: 0.0310233 | val_loss: 0.0312526 | Time: 5430.67 ms [2022-03-28 08:50:23 main:574] : INFO : Epoch 1577 | loss: 0.0310242 | val_loss: 0.0312933 | Time: 5419.01 ms [2022-03-28 08:50:28 main:574] : INFO : Epoch 1578 | loss: 0.0310276 | val_loss: 0.031277 | Time: 5535.25 ms [2022-03-28 08:50:34 main:574] : INFO : Epoch 1579 | loss: 0.0310342 | val_loss: 0.0312583 | Time: 5517.91 ms [2022-03-28 08:50:39 main:574] : INFO : Epoch 1580 | loss: 0.0310335 | val_loss: 0.0312601 | Time: 5441.84 ms [2022-03-28 08:50:45 main:574] : INFO : Epoch 1581 | loss: 0.0310332 | val_loss: 0.0312792 | Time: 5381.07 ms [2022-03-28 08:50:50 main:574] : INFO : Epoch 1582 | loss: 0.0310274 | val_loss: 0.0312773 | Time: 5420.06 ms [2022-03-28 08:50:55 main:574] : INFO : Epoch 1583 | loss: 0.0310279 | val_loss: 0.0312813 | Time: 5384.94 ms [2022-03-28 08:51:01 main:574] : INFO : Epoch 1584 | loss: 0.0310307 | val_loss: 0.0312569 | Time: 5375.98 ms [2022-03-28 08:51:06 main:574] : INFO : Epoch 1585 | loss: 0.0310262 | val_loss: 0.03127 | Time: 5391.98 ms [2022-03-28 08:51:12 main:574] : INFO : Epoch 1586 | loss: 0.0310303 | val_loss: 0.0312922 | Time: 5463.99 ms [2022-03-28 08:51:17 main:574] : INFO : Epoch 1587 | loss: 0.0310356 | val_loss: 0.0312381 | Time: 5741.05 ms [2022-03-28 08:51:23 main:574] : INFO : Epoch 1588 | loss: 0.0310575 | val_loss: 0.0312808 | Time: 6084.62 ms [2022-03-28 08:51:30 main:574] : INFO : Epoch 1589 | loss: 0.0310376 | val_loss: 0.0312724 | Time: 6045.48 ms [2022-03-28 08:51:35 main:574] : INFO : Epoch 1590 | loss: 0.0310314 | val_loss: 0.0312954 | Time: 5819.96 ms [2022-03-28 08:51:41 main:574] : INFO : Epoch 1591 | loss: 0.0310353 | val_loss: 0.0312613 | Time: 5407.89 ms [2022-03-28 08:51:46 main:574] : INFO : Epoch 1592 | loss: 0.0310355 | val_loss: 0.031294 | Time: 5413.42 ms [2022-03-28 08:51:52 main:574] : INFO : Epoch 1593 | loss: 0.0310352 | val_loss: 0.0312658 | Time: 5387.9 ms [2022-03-28 08:51:57 main:574] : INFO : Epoch 1594 | loss: 0.031038 | val_loss: 0.0312863 | Time: 5391.62 ms [2022-03-28 08:52:02 main:574] : INFO : Epoch 1595 | loss: 0.0310268 | val_loss: 0.0312848 | Time: 5367.21 ms [2022-03-28 08:52:08 main:574] : INFO : Epoch 1596 | loss: 0.0310324 | val_loss: 0.0312569 | Time: 5380.41 ms [2022-03-28 08:52:13 main:574] : INFO : Epoch 1597 | loss: 0.031025 | val_loss: 0.0312546 | Time: 5410.93 ms [2022-03-28 08:52:19 main:574] : INFO : Epoch 1598 | loss: 0.0310344 | val_loss: 0.0313084 | Time: 5382.7 ms [2022-03-28 08:52:24 main:574] : INFO : Epoch 1599 | loss: 0.0310394 | val_loss: 0.0313042 | Time: 5349.9 ms [2022-03-28 08:52:29 main:574] : INFO : Epoch 1600 | loss: 0.0310399 | val_loss: 0.0312915 | Time: 5467.75 ms [2022-03-28 08:52:35 main:574] : INFO : Epoch 1601 | loss: 0.0310337 | val_loss: 0.0312942 | Time: 5921.4 ms [2022-03-28 08:52:41 main:574] : INFO : Epoch 1602 | loss: 0.0310292 | val_loss: 0.0312968 | Time: 5417.42 ms [2022-03-28 08:52:46 main:574] : INFO : Epoch 1603 | loss: 0.0310233 | val_loss: 0.0312696 | Time: 5338.49 ms [2022-03-28 08:52:51 main:574] : INFO : Epoch 1604 | loss: 0.0310231 | val_loss: 0.031268 | Time: 5397.98 ms [2022-03-28 08:52:57 main:574] : INFO : Epoch 1605 | loss: 0.0310288 | val_loss: 0.0312715 | Time: 5378.15 ms [2022-03-28 08:53:02 main:574] : INFO : Epoch 1606 | loss: 0.0310353 | val_loss: 0.0312881 | Time: 5404.05 ms [2022-03-28 08:53:08 main:574] : INFO : Epoch 1607 | loss: 0.0310294 | val_loss: 0.0312782 | Time: 5383.91 ms [2022-03-28 08:53:13 main:574] : INFO : Epoch 1608 | loss: 0.0310274 | val_loss: 0.0312825 | Time: 5314.73 ms [2022-03-28 08:53:19 main:574] : INFO : Epoch 1609 | loss: 0.0310245 | val_loss: 0.0312824 | Time: 5611.17 ms [2022-03-28 08:53:24 main:574] : INFO : Epoch 1610 | loss: 0.0310254 | val_loss: 0.031291 | Time: 5874.08 ms [2022-03-28 08:53:30 main:574] : INFO : Epoch 1611 | loss: 0.0310276 | val_loss: 0.0312683 | Time: 5523.91 ms [2022-03-28 08:53:36 main:574] : INFO : Epoch 1612 | loss: 0.0310303 | val_loss: 0.0312684 | Time: 5491.94 ms [2022-03-28 08:53:41 main:574] : INFO : Epoch 1613 | loss: 0.031024 | val_loss: 0.0312615 | Time: 5463.96 ms [2022-03-28 08:53:46 main:574] : INFO : Epoch 1614 | loss: 0.0310377 | val_loss: 0.0312462 | Time: 5386.05 ms [2022-03-28 08:53:52 main:574] : INFO : Epoch 1615 | loss: 0.0310382 | val_loss: 0.031261 | Time: 5381.17 ms [2022-03-28 08:53:57 main:574] : INFO : Epoch 1616 | loss: 0.0310323 | val_loss: 0.0312827 | Time: 5395.61 ms [2022-03-28 08:54:03 main:574] : INFO : Epoch 1617 | loss: 0.0310255 | val_loss: 0.0312881 | Time: 5401.43 ms [2022-03-28 08:54:08 main:574] : INFO : Epoch 1618 | loss: 0.0310256 | val_loss: 0.0312754 | Time: 5519.32 ms [2022-03-28 08:54:15 main:574] : INFO : Epoch 1619 | loss: 0.0310333 | val_loss: 0.0312937 | Time: 6403.83 ms [2022-03-28 08:54:20 main:574] : INFO : Epoch 1620 | loss: 0.031039 | val_loss: 0.0312493 | Time: 5864.74 ms [2022-03-28 08:54:26 main:574] : INFO : Epoch 1621 | loss: 0.0310304 | val_loss: 0.0312624 | Time: 5659.65 ms [2022-03-28 08:54:32 main:574] : INFO : Epoch 1622 | loss: 0.0310254 | val_loss: 0.0312558 | Time: 5456.13 ms [2022-03-28 08:54:37 main:574] : INFO : Epoch 1623 | loss: 0.0310363 | val_loss: 0.0312401 | Time: 5450.89 ms [2022-03-28 08:54:43 main:574] : INFO : Epoch 1624 | loss: 0.0310501 | val_loss: 0.0312523 | Time: 5522.7 ms [2022-03-28 08:54:48 main:574] : INFO : Epoch 1625 | loss: 0.0310383 | val_loss: 0.0312892 | Time: 5321.83 ms [2022-03-28 08:54:53 main:574] : INFO : Epoch 1626 | loss: 0.0310469 | val_loss: 0.0312769 | Time: 5342.19 ms [2022-03-28 08:54:59 main:574] : INFO : Epoch 1627 | loss: 0.031039 | val_loss: 0.0312899 | Time: 5360.15 ms [2022-03-28 08:55:04 main:574] : INFO : Epoch 1628 | loss: 0.031032 | val_loss: 0.0312676 | Time: 5351.17 ms [2022-03-28 08:55:09 main:574] : INFO : Epoch 1629 | loss: 0.0310318 | val_loss: 0.0312612 | Time: 5526.2 ms [2022-03-28 08:55:15 main:574] : INFO : Epoch 1630 | loss: 0.0310409 | val_loss: 0.0312728 | Time: 5877.73 ms [2022-03-28 08:55:21 main:574] : INFO : Epoch 1631 | loss: 0.0310513 | val_loss: 0.0312511 | Time: 5440.96 ms [2022-03-28 08:55:26 main:574] : INFO : Epoch 1632 | loss: 0.0310446 | val_loss: 0.031276 | Time: 5354.32 ms [2022-03-28 08:55:31 main:574] : INFO : Epoch 1633 | loss: 0.0310399 | val_loss: 0.0312558 | Time: 5337.8 ms [2022-03-28 08:55:37 main:574] : INFO : Epoch 1634 | loss: 0.0310294 | val_loss: 0.0312842 | Time: 5318.63 ms [2022-03-28 08:55:42 main:574] : INFO : Epoch 1635 | loss: 0.0310278 | val_loss: 0.0312919 | Time: 5312.05 ms [2022-03-28 08:55:48 main:574] : INFO : Epoch 1636 | loss: 0.0310264 | val_loss: 0.0312842 | Time: 5371.41 ms [2022-03-28 08:55:53 main:574] : INFO : Epoch 1637 | loss: 0.0310315 | val_loss: 0.031262 | Time: 5327.79 ms [2022-03-28 08:55:58 main:574] : INFO : Epoch 1638 | loss: 0.0310245 | val_loss: 0.0312521 | Time: 5369.4 ms [2022-03-28 08:56:04 main:574] : INFO : Epoch 1639 | loss: 0.0310274 | val_loss: 0.031257 | Time: 5547.84 ms [2022-03-28 08:56:09 main:574] : INFO : Epoch 1640 | loss: 0.0310329 | val_loss: 0.031266 | Time: 5512.37 ms [2022-03-28 08:56:15 main:574] : INFO : Epoch 1641 | loss: 0.0310408 | val_loss: 0.0312613 | Time: 5566.24 ms [2022-03-28 08:56:21 main:574] : INFO : Epoch 1642 | loss: 0.0310437 | val_loss: 0.0312723 | Time: 5637.27 ms [2022-03-28 08:56:26 main:574] : INFO : Epoch 1643 | loss: 0.0310468 | val_loss: 0.0312378 | Time: 5392.06 ms [2022-03-28 08:56:31 main:574] : INFO : Epoch 1644 | loss: 0.0310369 | val_loss: 0.0312674 | Time: 5355.92 ms [2022-03-28 08:56:37 main:574] : INFO : Epoch 1645 | loss: 0.0310379 | val_loss: 0.0312522 | Time: 5440.26 ms [2022-03-28 08:56:42 main:574] : INFO : Epoch 1646 | loss: 0.0310324 | val_loss: 0.0312718 | Time: 5310.55 ms [2022-03-28 08:56:47 main:574] : INFO : Epoch 1647 | loss: 0.0310282 | val_loss: 0.0312887 | Time: 5344.96 ms [2022-03-28 08:56:53 main:574] : INFO : Epoch 1648 | loss: 0.0310239 | val_loss: 0.0312853 | Time: 5298.27 ms [2022-03-28 08:56:58 main:574] : INFO : Epoch 1649 | loss: 0.0310281 | val_loss: 0.0312843 | Time: 5336.96 ms [2022-03-28 08:57:03 main:574] : INFO : Epoch 1650 | loss: 0.0310278 | val_loss: 0.0312685 | Time: 5377.51 ms [2022-03-28 08:57:09 main:574] : INFO : Epoch 1651 | loss: 0.0310252 | val_loss: 0.031264 | Time: 5313.91 ms [2022-03-28 08:57:15 main:574] : INFO : Epoch 1652 | loss: 0.0310291 | val_loss: 0.0312653 | Time: 5754.48 ms [2022-03-28 08:57:20 main:574] : INFO : Epoch 1653 | loss: 0.0310295 | val_loss: 0.0313033 | Time: 5792.42 ms [2022-03-28 08:57:26 main:574] : INFO : Epoch 1654 | loss: 0.0310319 | val_loss: 0.0312772 | Time: 5314.22 ms [2022-03-28 08:57:31 main:574] : INFO : Epoch 1655 | loss: 0.0310391 | val_loss: 0.0312589 | Time: 5285 ms [2022-03-28 08:57:36 main:574] : INFO : Epoch 1656 | loss: 0.0310335 | val_loss: 0.0312645 | Time: 5298.63 ms [2022-03-28 08:57:42 main:574] : INFO : Epoch 1657 | loss: 0.0310421 | val_loss: 0.0312825 | Time: 5322.98 ms [2022-03-28 08:57:47 main:574] : INFO : Epoch 1658 | loss: 0.0310371 | val_loss: 0.0312789 | Time: 5379.45 ms [2022-03-28 08:57:52 main:574] : INFO : Epoch 1659 | loss: 0.031034 | val_loss: 0.0312785 | Time: 5300 ms [2022-03-28 08:57:58 main:574] : INFO : Epoch 1660 | loss: 0.0310294 | val_loss: 0.0312649 | Time: 5677.99 ms [2022-03-28 08:58:03 main:574] : INFO : Epoch 1661 | loss: 0.0310247 | val_loss: 0.031293 | Time: 5329.96 ms [2022-03-28 08:58:09 main:574] : INFO : Epoch 1662 | loss: 0.0310218 | val_loss: 0.031272 | Time: 5329.54 ms [2022-03-28 08:58:14 main:574] : INFO : Epoch 1663 | loss: 0.0310277 | val_loss: 0.0312766 | Time: 5481.82 ms [2022-03-28 08:58:20 main:574] : INFO : Epoch 1664 | loss: 0.031025 | val_loss: 0.0313072 | Time: 5514.86 ms [2022-03-28 08:58:25 main:574] : INFO : Epoch 1665 | loss: 0.0310211 | val_loss: 0.0312814 | Time: 5308.82 ms [2022-03-28 08:58:30 main:574] : INFO : Epoch 1666 | loss: 0.0310251 | val_loss: 0.0313045 | Time: 5311.32 ms [2022-03-28 08:58:36 main:574] : INFO : Epoch 1667 | loss: 0.031019 | val_loss: 0.0312552 | Time: 5320.36 ms [2022-03-28 08:58:41 main:574] : INFO : Epoch 1668 | loss: 0.0310373 | val_loss: 0.0312543 | Time: 5288.12 ms [2022-03-28 08:58:46 main:574] : INFO : Epoch 1669 | loss: 0.0310385 | val_loss: 0.0312844 | Time: 5313.34 ms [2022-03-28 08:58:52 main:574] : INFO : Epoch 1670 | loss: 0.0310284 | val_loss: 0.0312797 | Time: 5296.99 ms [2022-03-28 08:58:57 main:574] : INFO : Epoch 1671 | loss: 0.031022 | val_loss: 0.0312958 | Time: 5299.66 ms [2022-03-28 08:59:02 main:574] : INFO : Epoch 1672 | loss: 0.0310273 | val_loss: 0.0312654 | Time: 5324.23 ms [2022-03-28 08:59:07 main:574] : INFO : Epoch 1673 | loss: 0.0310361 | val_loss: 0.0312523 | Time: 5309.52 ms [2022-03-28 08:59:13 main:574] : INFO : Epoch 1674 | loss: 0.0310393 | val_loss: 0.0312884 | Time: 5312.46 ms [2022-03-28 08:59:18 main:574] : INFO : Epoch 1675 | loss: 0.031031 | val_loss: 0.0312899 | Time: 5343.72 ms [2022-03-28 08:59:23 main:574] : INFO : Epoch 1676 | loss: 0.0310327 | val_loss: 0.031268 | Time: 5367.8 ms [2022-03-28 08:59:29 main:574] : INFO : Epoch 1677 | loss: 0.0310348 | val_loss: 0.0312732 | Time: 5322.13 ms [2022-03-28 08:59:34 main:574] : INFO : Epoch 1678 | loss: 0.0310448 | val_loss: 0.0312355 | Time: 5293.05 ms [2022-03-28 08:59:39 main:574] : INFO : Epoch 1679 | loss: 0.0310449 | val_loss: 0.0312855 | Time: 5298.08 ms [2022-03-28 08:59:45 main:574] : INFO : Epoch 1680 | loss: 0.0310386 | val_loss: 0.0312935 | Time: 5304.46 ms [2022-03-28 08:59:50 main:574] : INFO : Epoch 1681 | loss: 0.0310331 | val_loss: 0.0312769 | Time: 5280.98 ms [2022-03-28 08:59:55 main:574] : INFO : Epoch 1682 | loss: 0.0310286 | val_loss: 0.0312875 | Time: 5320.65 ms [2022-03-28 09:00:01 main:574] : INFO : Epoch 1683 | loss: 0.0310285 | val_loss: 0.0312864 | Time: 5354 ms [2022-03-28 09:00:06 main:574] : INFO : Epoch 1684 | loss: 0.0310412 | val_loss: 0.0312738 | Time: 5327.61 ms [2022-03-28 09:00:11 main:574] : INFO : Epoch 1685 | loss: 0.0310443 | val_loss: 0.0312616 | Time: 5317.29 ms [2022-03-28 09:00:17 main:574] : INFO : Epoch 1686 | loss: 0.0310325 | val_loss: 0.0312859 | Time: 5323.61 ms [2022-03-28 09:00:22 main:574] : INFO : Epoch 1687 | loss: 0.0310213 | val_loss: 0.0312813 | Time: 5288.75 ms [2022-03-28 09:00:27 main:574] : INFO : Epoch 1688 | loss: 0.0310223 | val_loss: 0.0312943 | Time: 5307.2 ms [2022-03-28 09:00:33 main:574] : INFO : Epoch 1689 | loss: 0.0310318 | val_loss: 0.0312789 | Time: 5363.48 ms [2022-03-28 09:00:38 main:574] : INFO : Epoch 1690 | loss: 0.0310225 | val_loss: 0.0312921 | Time: 5412.69 ms [2022-03-28 09:00:44 main:574] : INFO : Epoch 1691 | loss: 0.0310297 | val_loss: 0.03124 | Time: 5721.8 ms [2022-03-28 09:00:49 main:574] : INFO : Epoch 1692 | loss: 0.031032 | val_loss: 0.0312639 | Time: 5289.45 ms [2022-03-28 09:00:55 main:574] : INFO : Epoch 1693 | loss: 0.0310345 | val_loss: 0.0312609 | Time: 5887.14 ms [2022-03-28 09:01:00 main:574] : INFO : Epoch 1694 | loss: 0.0310392 | val_loss: 0.031236 | Time: 5314.73 ms [2022-03-28 09:01:06 main:574] : INFO : Epoch 1695 | loss: 0.0310448 | val_loss: 0.0312446 | Time: 5286.36 ms [2022-03-28 09:01:11 main:574] : INFO : Epoch 1696 | loss: 0.0310557 | val_loss: 0.0312581 | Time: 5269.6 ms [2022-03-28 09:01:16 main:574] : INFO : Epoch 1697 | loss: 0.0310466 | val_loss: 0.0313144 | Time: 5242.95 ms [2022-03-28 09:01:22 main:574] : INFO : Epoch 1698 | loss: 0.0310339 | val_loss: 0.0312934 | Time: 5686.04 ms [2022-03-28 09:01:28 main:574] : INFO : Epoch 1699 | loss: 0.0310293 | val_loss: 0.0312751 | Time: 6073.58 ms [2022-03-28 09:01:33 main:574] : INFO : Epoch 1700 | loss: 0.031035 | val_loss: 0.0312723 | Time: 5358.46 ms [2022-03-28 09:01:39 main:574] : INFO : Epoch 1701 | loss: 0.0310289 | val_loss: 0.0312997 | Time: 5341.77 ms [2022-03-28 09:01:44 main:574] : INFO : Epoch 1702 | loss: 0.031031 | val_loss: 0.0312878 | Time: 5338.92 ms [2022-03-28 09:01:49 main:574] : INFO : Epoch 1703 | loss: 0.0310318 | val_loss: 0.0312897 | Time: 5369.64 ms [2022-03-28 09:01:55 main:574] : INFO : Epoch 1704 | loss: 0.0310365 | val_loss: 0.0312641 | Time: 5304.94 ms [2022-03-28 09:02:00 main:574] : INFO : Epoch 1705 | loss: 0.0310386 | val_loss: 0.0312524 | Time: 5286.47 ms [2022-03-28 09:02:05 main:574] : INFO : Epoch 1706 | loss: 0.0310471 | val_loss: 0.0312865 | Time: 5311.68 ms [2022-03-28 09:02:11 main:574] : INFO : Epoch 1707 | loss: 0.031035 | val_loss: 0.0312736 | Time: 5358.71 ms [2022-03-28 09:02:16 main:574] : INFO : Epoch 1708 | loss: 0.031031 | val_loss: 0.031259 | Time: 5344.52 ms [2022-03-28 09:02:21 main:574] : INFO : Epoch 1709 | loss: 0.0310256 | val_loss: 0.0312739 | Time: 5307.19 ms [2022-03-28 09:02:27 main:574] : INFO : Epoch 1710 | loss: 0.0310287 | val_loss: 0.031284 | Time: 5289.72 ms [2022-03-28 09:02:32 main:574] : INFO : Epoch 1711 | loss: 0.0310329 | val_loss: 0.0313066 | Time: 5285.39 ms [2022-03-28 09:02:37 main:574] : INFO : Epoch 1712 | loss: 0.0310344 | val_loss: 0.0312958 | Time: 5326.02 ms [2022-03-28 09:02:43 main:574] : INFO : Epoch 1713 | loss: 0.0310271 | val_loss: 0.0312938 | Time: 5423.74 ms [2022-03-28 09:02:48 main:574] : INFO : Epoch 1714 | loss: 0.0310368 | val_loss: 0.0312706 | Time: 5543.55 ms [2022-03-28 09:02:54 main:574] : INFO : Epoch 1715 | loss: 0.031034 | val_loss: 0.031267 | Time: 5356.94 ms [2022-03-28 09:02:59 main:574] : INFO : Epoch 1716 | loss: 0.0310239 | val_loss: 0.0312906 | Time: 5336.68 ms [2022-03-28 09:03:04 main:574] : INFO : Epoch 1717 | loss: 0.031019 | val_loss: 0.0312812 | Time: 5354.11 ms [2022-03-28 09:03:10 main:574] : INFO : Epoch 1718 | loss: 0.0310259 | val_loss: 0.0312766 | Time: 5331.81 ms [2022-03-28 09:03:15 main:574] : INFO : Epoch 1719 | loss: 0.0310333 | val_loss: 0.031263 | Time: 5359.53 ms [2022-03-28 09:03:21 main:574] : INFO : Epoch 1720 | loss: 0.0310279 | val_loss: 0.0312935 | Time: 5562.96 ms [2022-03-28 09:03:26 main:574] : INFO : Epoch 1721 | loss: 0.0310331 | val_loss: 0.0312869 | Time: 5322.25 ms [2022-03-28 09:03:31 main:574] : INFO : Epoch 1722 | loss: 0.03104 | val_loss: 0.0312983 | Time: 5310.9 ms [2022-03-28 09:03:37 main:574] : INFO : Epoch 1723 | loss: 0.0310277 | val_loss: 0.0312822 | Time: 5310.05 ms [2022-03-28 09:03:42 main:574] : INFO : Epoch 1724 | loss: 0.0310281 | val_loss: 0.0312561 | Time: 5309.25 ms [2022-03-28 09:03:47 main:574] : INFO : Epoch 1725 | loss: 0.0310317 | val_loss: 0.0312596 | Time: 5292.61 ms [2022-03-28 09:03:53 main:574] : INFO : Epoch 1726 | loss: 0.031038 | val_loss: 0.0312274 | Time: 5317.11 ms [2022-03-28 09:03:58 main:574] : INFO : Epoch 1727 | loss: 0.031043 | val_loss: 0.0312321 | Time: 5295.77 ms [2022-03-28 09:04:03 main:574] : INFO : Epoch 1728 | loss: 0.0310383 | val_loss: 0.0312878 | Time: 5314.18 ms [2022-03-28 09:04:08 main:574] : INFO : Epoch 1729 | loss: 0.0310307 | val_loss: 0.0312507 | Time: 5317.35 ms [2022-03-28 09:04:14 main:574] : INFO : Epoch 1730 | loss: 0.0310281 | val_loss: 0.0312844 | Time: 5302.82 ms [2022-03-28 09:04:19 main:574] : INFO : Epoch 1731 | loss: 0.0310278 | val_loss: 0.0312646 | Time: 5527.46 ms [2022-03-28 09:04:25 main:574] : INFO : Epoch 1732 | loss: 0.0310327 | val_loss: 0.0312644 | Time: 5552.72 ms [2022-03-28 09:04:31 main:574] : INFO : Epoch 1733 | loss: 0.0310279 | val_loss: 0.0312807 | Time: 5662.41 ms [2022-03-28 09:04:36 main:574] : INFO : Epoch 1734 | loss: 0.0310258 | val_loss: 0.0312972 | Time: 5416.32 ms [2022-03-28 09:04:41 main:574] : INFO : Epoch 1735 | loss: 0.031029 | val_loss: 0.0312686 | Time: 5308.82 ms [2022-03-28 09:04:47 main:574] : INFO : Epoch 1736 | loss: 0.0310432 | val_loss: 0.0312848 | Time: 5326.54 ms [2022-03-28 09:04:52 main:574] : INFO : Epoch 1737 | loss: 0.0310433 | val_loss: 0.0312739 | Time: 5365.19 ms [2022-03-28 09:04:58 main:574] : INFO : Epoch 1738 | loss: 0.0310333 | val_loss: 0.0312518 | Time: 5810.9 ms [2022-03-28 09:05:04 main:574] : INFO : Epoch 1739 | loss: 0.031043 | val_loss: 0.0312534 | Time: 5823.47 ms [2022-03-28 09:05:10 main:574] : INFO : Epoch 1740 | loss: 0.0310274 | val_loss: 0.0312704 | Time: 6427.85 ms [2022-03-28 09:05:16 main:574] : INFO : Epoch 1741 | loss: 0.0310345 | val_loss: 0.0312523 | Time: 5827.08 ms [2022-03-28 09:05:22 main:574] : INFO : Epoch 1742 | loss: 0.0310348 | val_loss: 0.0312684 | Time: 5624.82 ms [2022-03-28 09:05:27 main:574] : INFO : Epoch 1743 | loss: 0.0310246 | val_loss: 0.0312866 | Time: 5379.72 ms [2022-03-28 09:05:32 main:574] : INFO : Epoch 1744 | loss: 0.0310334 | val_loss: 0.0312599 | Time: 5353.92 ms [2022-03-28 09:05:38 main:574] : INFO : Epoch 1745 | loss: 0.0310298 | val_loss: 0.031283 | Time: 5328.07 ms [2022-03-28 09:05:43 main:574] : INFO : Epoch 1746 | loss: 0.0310265 | val_loss: 0.0312915 | Time: 5295.39 ms [2022-03-28 09:05:48 main:574] : INFO : Epoch 1747 | loss: 0.031037 | val_loss: 0.0312614 | Time: 5277.25 ms [2022-03-28 09:05:54 main:574] : INFO : Epoch 1748 | loss: 0.0310309 | val_loss: 0.031259 | Time: 5345.43 ms [2022-03-28 09:05:59 main:574] : INFO : Epoch 1749 | loss: 0.0310266 | val_loss: 0.0312832 | Time: 5366.2 ms [2022-03-28 09:06:04 main:574] : INFO : Epoch 1750 | loss: 0.0310278 | val_loss: 0.0312421 | Time: 5347.67 ms [2022-03-28 09:06:10 main:574] : INFO : Epoch 1751 | loss: 0.0310423 | val_loss: 0.0312689 | Time: 5288.7 ms [2022-03-28 09:06:15 main:574] : INFO : Epoch 1752 | loss: 0.0310376 | val_loss: 0.0312666 | Time: 5302.46 ms [2022-03-28 09:06:21 main:574] : INFO : Epoch 1753 | loss: 0.0310402 | val_loss: 0.0313017 | Time: 5590.82 ms [2022-03-28 09:06:26 main:574] : INFO : Epoch 1754 | loss: 0.0310506 | val_loss: 0.0312642 | Time: 5552.33 ms [2022-03-28 09:06:31 main:574] : INFO : Epoch 1755 | loss: 0.031041 | val_loss: 0.0312671 | Time: 5387.1 ms [2022-03-28 09:06:37 main:574] : INFO : Epoch 1756 | loss: 0.0310305 | val_loss: 0.0312992 | Time: 5384.89 ms [2022-03-28 09:06:42 main:574] : INFO : Epoch 1757 | loss: 0.0310329 | val_loss: 0.0312629 | Time: 5379.72 ms [2022-03-28 09:06:48 main:574] : INFO : Epoch 1758 | loss: 0.0310272 | val_loss: 0.031284 | Time: 5285.67 ms [2022-03-28 09:06:53 main:574] : INFO : Epoch 1759 | loss: 0.0310267 | val_loss: 0.0312834 | Time: 5310.87 ms [2022-03-28 09:06:58 main:574] : INFO : Epoch 1760 | loss: 0.0310357 | val_loss: 0.0312901 | Time: 5350.65 ms [2022-03-28 09:07:04 main:574] : INFO : Epoch 1761 | loss: 0.0310334 | val_loss: 0.0312913 | Time: 5322.78 ms [2022-03-28 09:07:09 main:574] : INFO : Epoch 1762 | loss: 0.0310373 | val_loss: 0.0312885 | Time: 5316.75 ms [2022-03-28 09:07:14 main:574] : INFO : Epoch 1763 | loss: 0.0310305 | val_loss: 0.0312884 | Time: 5283.98 ms [2022-03-28 09:07:20 main:574] : INFO : Epoch 1764 | loss: 0.0310256 | val_loss: 0.0312766 | Time: 6018.73 ms [2022-03-28 09:07:26 main:574] : INFO : Epoch 1765 | loss: 0.0310415 | val_loss: 0.0312505 | Time: 5340.98 ms [2022-03-28 09:07:31 main:574] : INFO : Epoch 1766 | loss: 0.0310419 | val_loss: 0.031262 | Time: 5383 ms [2022-03-28 09:07:36 main:574] : INFO : Epoch 1767 | loss: 0.0310387 | val_loss: 0.0312398 | Time: 5353.78 ms [2022-03-28 09:07:42 main:574] : INFO : Epoch 1768 | loss: 0.0310327 | val_loss: 0.0312744 | Time: 5386.61 ms [2022-03-28 09:07:47 main:574] : INFO : Epoch 1769 | loss: 0.0310258 | val_loss: 0.0312834 | Time: 5354.15 ms [2022-03-28 09:07:52 main:574] : INFO : Epoch 1770 | loss: 0.0310246 | val_loss: 0.0313123 | Time: 5386.8 ms [2022-03-28 09:07:58 main:574] : INFO : Epoch 1771 | loss: 0.0310353 | val_loss: 0.0312848 | Time: 5376.38 ms [2022-03-28 09:08:03 main:574] : INFO : Epoch 1772 | loss: 0.0310323 | val_loss: 0.0312862 | Time: 5364.07 ms [2022-03-28 09:08:09 main:574] : INFO : Epoch 1773 | loss: 0.031035 | val_loss: 0.0312936 | Time: 5355.89 ms [2022-03-28 09:08:14 main:574] : INFO : Epoch 1774 | loss: 0.0310345 | val_loss: 0.0312501 | Time: 5420.7 ms [2022-03-28 09:08:19 main:574] : INFO : Epoch 1775 | loss: 0.0310283 | val_loss: 0.0312816 | Time: 5396.02 ms [2022-03-28 09:08:25 main:574] : INFO : Epoch 1776 | loss: 0.0310353 | val_loss: 0.0313044 | Time: 5387.95 ms [2022-03-28 09:08:30 main:574] : INFO : Epoch 1777 | loss: 0.0310323 | val_loss: 0.0312737 | Time: 5357.86 ms [2022-03-28 09:08:35 main:574] : INFO : Epoch 1778 | loss: 0.0310249 | val_loss: 0.0312772 | Time: 5355.85 ms [2022-03-28 09:08:41 main:574] : INFO : Epoch 1779 | loss: 0.0310238 | val_loss: 0.0312872 | Time: 5357.19 ms [2022-03-28 09:08:46 main:574] : INFO : Epoch 1780 | loss: 0.0310181 | val_loss: 0.0312921 | Time: 5342.47 ms [2022-03-28 09:08:52 main:574] : INFO : Epoch 1781 | loss: 0.0310231 | val_loss: 0.0312658 | Time: 5393.67 ms [2022-03-28 09:08:57 main:574] : INFO : Epoch 1782 | loss: 0.0310232 | val_loss: 0.0312759 | Time: 5417.62 ms [2022-03-28 09:09:02 main:574] : INFO : Epoch 1783 | loss: 0.0310225 | val_loss: 0.0312952 | Time: 5402.47 ms [2022-03-28 09:09:08 main:574] : INFO : Epoch 1784 | loss: 0.03103 | val_loss: 0.0312675 | Time: 5397 ms [2022-03-28 09:09:13 main:574] : INFO : Epoch 1785 | loss: 0.0310258 | val_loss: 0.0312557 | Time: 5456.37 ms [2022-03-28 09:09:19 main:574] : INFO : Epoch 1786 | loss: 0.0310218 | val_loss: 0.0312981 | Time: 5609.29 ms [2022-03-28 09:09:25 main:574] : INFO : Epoch 1787 | loss: 0.0310224 | val_loss: 0.0313059 | Time: 5963.59 ms [2022-03-28 09:09:30 main:574] : INFO : Epoch 1788 | loss: 0.0310251 | val_loss: 0.0312708 | Time: 5390.23 ms [2022-03-28 09:09:36 main:574] : INFO : Epoch 1789 | loss: 0.0310315 | val_loss: 0.0312701 | Time: 5400.69 ms [2022-03-28 09:09:41 main:574] : INFO : Epoch 1790 | loss: 0.0310265 | val_loss: 0.0312683 | Time: 5319.29 ms [2022-03-28 09:09:46 main:574] : INFO : Epoch 1791 | loss: 0.0310255 | val_loss: 0.0312763 | Time: 5379.8 ms [2022-03-28 09:09:52 main:574] : INFO : Epoch 1792 | loss: 0.0310273 | val_loss: 0.0313119 | Time: 5343.72 ms [2022-03-28 09:09:57 main:574] : INFO : Epoch 1793 | loss: 0.031032 | val_loss: 0.0312644 | Time: 5331.39 ms [2022-03-28 09:10:02 main:574] : INFO : Epoch 1794 | loss: 0.031029 | val_loss: 0.0312913 | Time: 5347.44 ms [2022-03-28 09:10:08 main:574] : INFO : Epoch 1795 | loss: 0.031027 | val_loss: 0.0312967 | Time: 5375.79 ms [2022-03-28 09:10:13 main:574] : INFO : Epoch 1796 | loss: 0.0310341 | val_loss: 0.0312519 | Time: 5392.41 ms [2022-03-28 09:10:19 main:574] : INFO : Epoch 1797 | loss: 0.0310375 | val_loss: 0.0312624 | Time: 5375.09 ms [2022-03-28 09:10:24 main:574] : INFO : Epoch 1798 | loss: 0.0310295 | val_loss: 0.0312718 | Time: 5350.56 ms [2022-03-28 09:10:29 main:574] : INFO : Epoch 1799 | loss: 0.0310314 | val_loss: 0.0312578 | Time: 5368.18 ms [2022-03-28 09:10:35 main:574] : INFO : Epoch 1800 | loss: 0.0310238 | val_loss: 0.0312683 | Time: 5335.56 ms [2022-03-28 09:10:40 main:574] : INFO : Epoch 1801 | loss: 0.0310293 | val_loss: 0.0312668 | Time: 5349.44 ms [2022-03-28 09:10:45 main:574] : INFO : Epoch 1802 | loss: 0.0310246 | val_loss: 0.0312861 | Time: 5306.75 ms [2022-03-28 09:10:51 main:574] : INFO : Epoch 1803 | loss: 0.0310749 | val_loss: 0.0312252 | Time: 5304.53 ms [2022-03-28 09:10:56 main:574] : INFO : Epoch 1804 | loss: 0.0310676 | val_loss: 0.0312854 | Time: 5313.56 ms [2022-03-28 09:11:01 main:574] : INFO : Epoch 1805 | loss: 0.0310448 | val_loss: 0.0312936 | Time: 5302.95 ms [2022-03-28 09:11:07 main:574] : INFO : Epoch 1806 | loss: 0.0310456 | val_loss: 0.0312547 | Time: 5287.23 ms [2022-03-28 09:11:12 main:574] : INFO : Epoch 1807 | loss: 0.0310276 | val_loss: 0.031247 | Time: 5311.75 ms [2022-03-28 09:11:17 main:574] : INFO : Epoch 1808 | loss: 0.0310318 | val_loss: 0.0312859 | Time: 5295.84 ms [2022-03-28 09:11:23 main:574] : INFO : Epoch 1809 | loss: 0.0310215 | val_loss: 0.0312671 | Time: 5879.99 ms [2022-03-28 09:11:29 main:574] : INFO : Epoch 1810 | loss: 0.0310243 | val_loss: 0.0312612 | Time: 5506.06 ms [2022-03-28 09:11:34 main:574] : INFO : Epoch 1811 | loss: 0.0310178 | val_loss: 0.0312697 | Time: 5286.86 ms [2022-03-28 09:11:39 main:574] : INFO : Epoch 1812 | loss: 0.0310206 | val_loss: 0.0312724 | Time: 5298.32 ms [2022-03-28 09:11:45 main:574] : INFO : Epoch 1813 | loss: 0.0310303 | val_loss: 0.0312612 | Time: 5271.97 ms [2022-03-28 09:11:50 main:574] : INFO : Epoch 1814 | loss: 0.0310745 | val_loss: 0.0312601 | Time: 5309.84 ms [2022-03-28 09:11:55 main:574] : INFO : Epoch 1815 | loss: 0.0310729 | val_loss: 0.0312434 | Time: 5300.25 ms [2022-03-28 09:12:00 main:574] : INFO : Epoch 1816 | loss: 0.0310542 | val_loss: 0.0312538 | Time: 5286.44 ms [2022-03-28 09:12:06 main:574] : INFO : Epoch 1817 | loss: 0.0310411 | val_loss: 0.0312736 | Time: 5279.58 ms [2022-03-28 09:12:11 main:574] : INFO : Epoch 1818 | loss: 0.0310697 | val_loss: 0.0312504 | Time: 5298.82 ms [2022-03-28 09:12:16 main:574] : INFO : Epoch 1819 | loss: 0.0310633 | val_loss: 0.0312635 | Time: 5336.8 ms [2022-03-28 09:12:22 main:574] : INFO : Epoch 1820 | loss: 0.0310445 | val_loss: 0.0312631 | Time: 5301.03 ms [2022-03-28 09:12:27 main:574] : INFO : Epoch 1821 | loss: 0.0310337 | val_loss: 0.031254 | Time: 5327.45 ms [2022-03-28 09:12:32 main:574] : INFO : Epoch 1822 | loss: 0.0310368 | val_loss: 0.031241 | Time: 5351.22 ms [2022-03-28 09:12:38 main:574] : INFO : Epoch 1823 | loss: 0.0310342 | val_loss: 0.0312276 | Time: 5349.43 ms [2022-03-28 09:12:43 main:574] : INFO : Epoch 1824 | loss: 0.0310398 | val_loss: 0.0312578 | Time: 5296.01 ms [2022-03-28 09:12:48 main:574] : INFO : Epoch 1825 | loss: 0.0310351 | val_loss: 0.0312816 | Time: 5310.37 ms [2022-03-28 09:12:54 main:574] : INFO : Epoch 1826 | loss: 0.0310292 | val_loss: 0.0312562 | Time: 5324.94 ms [2022-03-28 09:12:59 main:574] : INFO : Epoch 1827 | loss: 0.0310252 | val_loss: 0.031284 | Time: 5283.43 ms [2022-03-28 09:13:04 main:574] : INFO : Epoch 1828 | loss: 0.0310205 | val_loss: 0.0312812 | Time: 5298.59 ms [2022-03-28 09:13:10 main:574] : INFO : Epoch 1829 | loss: 0.0310191 | val_loss: 0.0312816 | Time: 5280.65 ms [2022-03-28 09:13:15 main:574] : INFO : Epoch 1830 | loss: 0.0310239 | val_loss: 0.0312908 | Time: 5293.2 ms [2022-03-28 09:13:20 main:574] : INFO : Epoch 1831 | loss: 0.0310282 | val_loss: 0.0312756 | Time: 5298.24 ms [2022-03-28 09:13:25 main:574] : INFO : Epoch 1832 | loss: 0.0310289 | val_loss: 0.0312732 | Time: 5299.25 ms [2022-03-28 09:13:31 main:574] : INFO : Epoch 1833 | loss: 0.0310225 | val_loss: 0.0312726 | Time: 5255.76 ms [2022-03-28 09:13:36 main:574] : INFO : Epoch 1834 | loss: 0.0310297 | val_loss: 0.0312367 | Time: 5288.97 ms [2022-03-28 09:13:41 main:574] : INFO : Epoch 1835 | loss: 0.0310337 | val_loss: 0.0312645 | Time: 5319.67 ms [2022-03-28 09:13:47 main:574] : INFO : Epoch 1836 | loss: 0.0310343 | val_loss: 0.0312697 | Time: 5285.88 ms [2022-03-28 09:13:52 main:574] : INFO : Epoch 1837 | loss: 0.0310272 | val_loss: 0.0312457 | Time: 5465.17 ms [2022-03-28 09:13:58 main:574] : INFO : Epoch 1838 | loss: 0.0310287 | val_loss: 0.0312981 | Time: 5665.54 ms [2022-03-28 09:14:03 main:574] : INFO : Epoch 1839 | loss: 0.0310272 | val_loss: 0.0312728 | Time: 5340.65 ms [2022-03-28 09:14:08 main:574] : INFO : Epoch 1840 | loss: 0.031021 | val_loss: 0.0313016 | Time: 5315.73 ms [2022-03-28 09:14:14 main:574] : INFO : Epoch 1841 | loss: 0.0310173 | val_loss: 0.03129 | Time: 5339.5 ms [2022-03-28 09:14:19 main:574] : INFO : Epoch 1842 | loss: 0.0310248 | val_loss: 0.0312513 | Time: 5368.05 ms [2022-03-28 09:14:25 main:574] : INFO : Epoch 1843 | loss: 0.0310339 | val_loss: 0.0312905 | Time: 5911.96 ms [2022-03-28 09:14:30 main:574] : INFO : Epoch 1844 | loss: 0.0310324 | val_loss: 0.031297 | Time: 5347.46 ms [2022-03-28 09:14:36 main:574] : INFO : Epoch 1845 | loss: 0.0310304 | val_loss: 0.0312976 | Time: 5364.63 ms [2022-03-28 09:14:41 main:574] : INFO : Epoch 1846 | loss: 0.0310227 | val_loss: 0.031285 | Time: 5342.96 ms [2022-03-28 09:14:47 main:574] : INFO : Epoch 1847 | loss: 0.0310323 | val_loss: 0.0312783 | Time: 5300.31 ms [2022-03-28 09:14:52 main:574] : INFO : Epoch 1848 | loss: 0.0310298 | val_loss: 0.0312615 | Time: 5363.67 ms [2022-03-28 09:14:58 main:574] : INFO : Epoch 1849 | loss: 0.0310339 | val_loss: 0.031316 | Time: 5940.34 ms [2022-03-28 09:15:04 main:574] : INFO : Epoch 1850 | loss: 0.0310373 | val_loss: 0.0312616 | Time: 6020.68 ms [2022-03-28 09:15:09 main:574] : INFO : Epoch 1851 | loss: 0.0310471 | val_loss: 0.0312759 | Time: 5581.84 ms [2022-03-28 09:15:15 main:574] : INFO : Epoch 1852 | loss: 0.0310328 | val_loss: 0.0312774 | Time: 5571.36 ms [2022-03-28 09:15:21 main:574] : INFO : Epoch 1853 | loss: 0.0310279 | val_loss: 0.0312981 | Time: 5706.23 ms [2022-03-28 09:15:27 main:574] : INFO : Epoch 1854 | loss: 0.0310212 | val_loss: 0.0313004 | Time: 5803.17 ms [2022-03-28 09:15:32 main:574] : INFO : Epoch 1855 | loss: 0.0310372 | val_loss: 0.0312637 | Time: 5393.81 ms [2022-03-28 09:15:37 main:574] : INFO : Epoch 1856 | loss: 0.031082 | val_loss: 0.0312454 | Time: 5427.21 ms [2022-03-28 09:15:43 main:574] : INFO : Epoch 1857 | loss: 0.0310584 | val_loss: 0.0312426 | Time: 6029.61 ms [2022-03-28 09:15:49 main:574] : INFO : Epoch 1858 | loss: 0.0310442 | val_loss: 0.0312631 | Time: 5354.67 ms [2022-03-28 09:15:54 main:574] : INFO : Epoch 1859 | loss: 0.0310409 | val_loss: 0.0312769 | Time: 5333.85 ms [2022-03-28 09:16:00 main:574] : INFO : Epoch 1860 | loss: 0.031035 | val_loss: 0.0312799 | Time: 5442.02 ms [2022-03-28 09:16:05 main:574] : INFO : Epoch 1861 | loss: 0.0310399 | val_loss: 0.0312656 | Time: 5360.36 ms [2022-03-28 09:16:10 main:574] : INFO : Epoch 1862 | loss: 0.0310583 | val_loss: 0.0312446 | Time: 5378.56 ms [2022-03-28 09:16:16 main:574] : INFO : Epoch 1863 | loss: 0.0310462 | val_loss: 0.0312635 | Time: 5390.66 ms [2022-03-28 09:16:21 main:574] : INFO : Epoch 1864 | loss: 0.0310452 | val_loss: 0.0312611 | Time: 5464.1 ms [2022-03-28 09:16:27 main:574] : INFO : Epoch 1865 | loss: 0.0310295 | val_loss: 0.0312671 | Time: 6061.63 ms [2022-03-28 09:16:33 main:574] : INFO : Epoch 1866 | loss: 0.0310368 | val_loss: 0.0312549 | Time: 5381 ms [2022-03-28 09:16:38 main:574] : INFO : Epoch 1867 | loss: 0.0310421 | val_loss: 0.0312829 | Time: 5378.62 ms [2022-03-28 09:16:43 main:574] : INFO : Epoch 1868 | loss: 0.0310358 | val_loss: 0.0312817 | Time: 5344.08 ms [2022-03-28 09:16:49 main:574] : INFO : Epoch 1869 | loss: 0.0310301 | val_loss: 0.0312582 | Time: 5336.1 ms [2022-03-28 09:16:54 main:574] : INFO : Epoch 1870 | loss: 0.0310293 | val_loss: 0.0312741 | Time: 5379.59 ms [2022-03-28 09:17:00 main:574] : INFO : Epoch 1871 | loss: 0.0310263 | val_loss: 0.0312673 | Time: 5367.85 ms [2022-03-28 09:17:05 main:574] : INFO : Epoch 1872 | loss: 0.0310166 | val_loss: 0.0312633 | Time: 5399.26 ms [2022-03-28 09:17:10 main:574] : INFO : Epoch 1873 | loss: 0.0310323 | val_loss: 0.0312809 | Time: 5337.04 ms [2022-03-28 09:17:16 main:574] : INFO : Epoch 1874 | loss: 0.0310478 | val_loss: 0.0312711 | Time: 5376.36 ms [2022-03-28 09:17:21 main:574] : INFO : Epoch 1875 | loss: 0.0310312 | val_loss: 0.0312792 | Time: 5426.49 ms [2022-03-28 09:17:27 main:574] : INFO : Epoch 1876 | loss: 0.0310277 | val_loss: 0.0312664 | Time: 5871.79 ms [2022-03-28 09:17:33 main:574] : INFO : Epoch 1877 | loss: 0.0310234 | val_loss: 0.0312855 | Time: 5772.14 ms [2022-03-28 09:17:38 main:574] : INFO : Epoch 1878 | loss: 0.0310215 | val_loss: 0.0312732 | Time: 5323.77 ms [2022-03-28 09:17:43 main:574] : INFO : Epoch 1879 | loss: 0.031028 | val_loss: 0.0312613 | Time: 5337.84 ms [2022-03-28 09:17:49 main:574] : INFO : Epoch 1880 | loss: 0.0310362 | val_loss: 0.031277 | Time: 5582.43 ms [2022-03-28 09:17:54 main:574] : INFO : Epoch 1881 | loss: 0.0310389 | val_loss: 0.0312609 | Time: 5309.04 ms [2022-03-28 09:18:00 main:574] : INFO : Epoch 1882 | loss: 0.031051 | val_loss: 0.0312801 | Time: 5318.76 ms [2022-03-28 09:18:05 main:574] : INFO : Epoch 1883 | loss: 0.0310284 | val_loss: 0.0312574 | Time: 5325.38 ms [2022-03-28 09:18:10 main:574] : INFO : Epoch 1884 | loss: 0.0310309 | val_loss: 0.0312671 | Time: 5303.5 ms [2022-03-28 09:18:16 main:574] : INFO : Epoch 1885 | loss: 0.031036 | val_loss: 0.0312754 | Time: 5326.9 ms [2022-03-28 09:18:21 main:574] : INFO : Epoch 1886 | loss: 0.0310324 | val_loss: 0.0312585 | Time: 5316.59 ms [2022-03-28 09:18:26 main:574] : INFO : Epoch 1887 | loss: 0.031027 | val_loss: 0.0312579 | Time: 5312.81 ms [2022-03-28 09:18:32 main:574] : INFO : Epoch 1888 | loss: 0.03103 | val_loss: 0.0312695 | Time: 5351.83 ms [2022-03-28 09:18:37 main:574] : INFO : Epoch 1889 | loss: 0.0310394 | val_loss: 0.0312614 | Time: 5317.3 ms [2022-03-28 09:18:42 main:574] : INFO : Epoch 1890 | loss: 0.0310423 | val_loss: 0.0312706 | Time: 5329.43 ms [2022-03-28 09:18:48 main:574] : INFO : Epoch 1891 | loss: 0.031035 | val_loss: 0.0312722 | Time: 5351.87 ms [2022-03-28 09:18:53 main:574] : INFO : Epoch 1892 | loss: 0.0310286 | val_loss: 0.031265 | Time: 5328.99 ms [2022-03-28 09:18:58 main:574] : INFO : Epoch 1893 | loss: 0.0310292 | val_loss: 0.0312617 | Time: 5296.58 ms [2022-03-28 09:19:04 main:574] : INFO : Epoch 1894 | loss: 0.031022 | val_loss: 0.0312876 | Time: 5353.97 ms [2022-03-28 09:19:09 main:574] : INFO : Epoch 1895 | loss: 0.0310242 | val_loss: 0.0312859 | Time: 5337.47 ms [2022-03-28 09:19:14 main:574] : INFO : Epoch 1896 | loss: 0.0310189 | val_loss: 0.0312601 | Time: 5338.72 ms [2022-03-28 09:19:20 main:574] : INFO : Epoch 1897 | loss: 0.031026 | val_loss: 0.0312904 | Time: 5351.21 ms [2022-03-28 09:19:25 main:574] : INFO : Epoch 1898 | loss: 0.0310303 | val_loss: 0.0312963 | Time: 5351.09 ms [2022-03-28 09:19:30 main:574] : INFO : Epoch 1899 | loss: 0.0310387 | val_loss: 0.0312708 | Time: 5322.73 ms [2022-03-28 09:19:36 main:574] : INFO : Epoch 1900 | loss: 0.0310322 | val_loss: 0.0312775 | Time: 5283.74 ms [2022-03-28 09:19:41 main:574] : INFO : Epoch 1901 | loss: 0.0310334 | val_loss: 0.0312723 | Time: 5346.05 ms [2022-03-28 09:19:46 main:574] : INFO : Epoch 1902 | loss: 0.0310441 | val_loss: 0.0312864 | Time: 5384.65 ms [2022-03-28 09:19:52 main:574] : INFO : Epoch 1903 | loss: 0.0310332 | val_loss: 0.0312732 | Time: 5328.79 ms [2022-03-28 09:19:57 main:574] : INFO : Epoch 1904 | loss: 0.0310282 | val_loss: 0.0312915 | Time: 5327.73 ms [2022-03-28 09:20:02 main:574] : INFO : Epoch 1905 | loss: 0.0310232 | val_loss: 0.0312658 | Time: 5297.29 ms [2022-03-28 09:20:08 main:574] : INFO : Epoch 1906 | loss: 0.0310409 | val_loss: 0.0312536 | Time: 5375.73 ms [2022-03-28 09:20:13 main:574] : INFO : Epoch 1907 | loss: 0.0310614 | val_loss: 0.0312429 | Time: 5430.92 ms [2022-03-28 09:20:19 main:574] : INFO : Epoch 1908 | loss: 0.0310489 | val_loss: 0.0312529 | Time: 6062.77 ms [2022-03-28 09:20:25 main:574] : INFO : Epoch 1909 | loss: 0.0310393 | val_loss: 0.0312648 | Time: 5373.03 ms [2022-03-28 09:20:30 main:574] : INFO : Epoch 1910 | loss: 0.0310456 | val_loss: 0.0312454 | Time: 5351.05 ms [2022-03-28 09:20:35 main:574] : INFO : Epoch 1911 | loss: 0.0310468 | val_loss: 0.0312822 | Time: 5317.05 ms [2022-03-28 09:20:41 main:574] : INFO : Epoch 1912 | loss: 0.0310375 | val_loss: 0.0312733 | Time: 5690.7 ms [2022-03-28 09:20:47 main:574] : INFO : Epoch 1913 | loss: 0.0310309 | val_loss: 0.0313006 | Time: 6443.57 ms [2022-03-28 09:20:54 main:574] : INFO : Epoch 1914 | loss: 0.0310305 | val_loss: 0.0312628 | Time: 6191.21 ms [2022-03-28 09:21:00 main:574] : INFO : Epoch 1915 | loss: 0.0310322 | val_loss: 0.0312749 | Time: 5900.92 ms [2022-03-28 09:21:05 main:574] : INFO : Epoch 1916 | loss: 0.0310724 | val_loss: 0.0312413 | Time: 5340.48 ms [2022-03-28 09:21:10 main:574] : INFO : Epoch 1917 | loss: 0.0310639 | val_loss: 0.0312422 | Time: 5402.55 ms [2022-03-28 09:21:16 main:574] : INFO : Epoch 1918 | loss: 0.0310404 | val_loss: 0.0312519 | Time: 5394.72 ms [2022-03-28 09:21:21 main:574] : INFO : Epoch 1919 | loss: 0.0310336 | val_loss: 0.0312532 | Time: 5677 ms [2022-03-28 09:21:27 main:574] : INFO : Epoch 1920 | loss: 0.0310315 | val_loss: 0.0312836 | Time: 5746.86 ms [2022-03-28 09:21:33 main:574] : INFO : Epoch 1921 | loss: 0.0310245 | val_loss: 0.0312863 | Time: 5515.54 ms [2022-03-28 09:21:38 main:574] : INFO : Epoch 1922 | loss: 0.0310234 | val_loss: 0.0312698 | Time: 5700.83 ms [2022-03-28 09:21:44 main:574] : INFO : Epoch 1923 | loss: 0.0310234 | val_loss: 0.0312591 | Time: 5914.05 ms [2022-03-28 09:21:50 main:574] : INFO : Epoch 1924 | loss: 0.0310235 | val_loss: 0.0312675 | Time: 5756.03 ms [2022-03-28 09:21:56 main:574] : INFO : Epoch 1925 | loss: 0.0310271 | val_loss: 0.0312625 | Time: 5734.94 ms [2022-03-28 09:22:02 main:574] : INFO : Epoch 1926 | loss: 0.0310337 | val_loss: 0.0312866 | Time: 6125.82 ms [2022-03-28 09:22:08 main:574] : INFO : Epoch 1927 | loss: 0.0310279 | val_loss: 0.0312983 | Time: 5584.3 ms [2022-03-28 09:22:13 main:574] : INFO : Epoch 1928 | loss: 0.0310361 | val_loss: 0.0312443 | Time: 5650.82 ms [2022-03-28 09:22:19 main:574] : INFO : Epoch 1929 | loss: 0.0310549 | val_loss: 0.0312488 | Time: 5548.99 ms [2022-03-28 09:22:24 main:574] : INFO : Epoch 1930 | loss: 0.0310473 | val_loss: 0.031276 | Time: 5551.08 ms [2022-03-28 09:22:30 main:574] : INFO : Epoch 1931 | loss: 0.0310382 | val_loss: 0.0312676 | Time: 5641.14 ms [2022-03-28 09:22:36 main:574] : INFO : Epoch 1932 | loss: 0.0310348 | val_loss: 0.0312791 | Time: 6454.06 ms [2022-03-28 09:22:42 main:574] : INFO : Epoch 1933 | loss: 0.0310297 | val_loss: 0.0312589 | Time: 5492.38 ms [2022-03-28 09:22:47 main:574] : INFO : Epoch 1934 | loss: 0.0310266 | val_loss: 0.0312719 | Time: 5365.41 ms [2022-03-28 09:22:53 main:574] : INFO : Epoch 1935 | loss: 0.031029 | val_loss: 0.0312753 | Time: 6063.64 ms [2022-03-28 09:22:59 main:574] : INFO : Epoch 1936 | loss: 0.0310258 | val_loss: 0.0313069 | Time: 5428.69 ms [2022-03-28 09:23:04 main:574] : INFO : Epoch 1937 | loss: 0.0310252 | val_loss: 0.0312854 | Time: 5418.79 ms [2022-03-28 09:23:10 main:574] : INFO : Epoch 1938 | loss: 0.0310215 | val_loss: 0.0312795 | Time: 5359.67 ms [2022-03-28 09:23:15 main:574] : INFO : Epoch 1939 | loss: 0.0310195 | val_loss: 0.031291 | Time: 5410.81 ms [2022-03-28 09:23:20 main:574] : INFO : Epoch 1940 | loss: 0.0310225 | val_loss: 0.0312768 | Time: 5352.11 ms [2022-03-28 09:23:26 main:574] : INFO : Epoch 1941 | loss: 0.0310321 | val_loss: 0.0312895 | Time: 5607.98 ms [2022-03-28 09:23:33 main:574] : INFO : Epoch 1942 | loss: 0.0310265 | val_loss: 0.0313276 | Time: 6448.37 ms [2022-03-28 09:23:38 main:574] : INFO : Epoch 1943 | loss: 0.0310281 | val_loss: 0.0312757 | Time: 5548.18 ms [2022-03-28 09:23:43 main:574] : INFO : Epoch 1944 | loss: 0.0310244 | val_loss: 0.0312586 | Time: 5320.09 ms [2022-03-28 09:23:49 main:574] : INFO : Epoch 1945 | loss: 0.031027 | val_loss: 0.0312808 | Time: 5310.1 ms [2022-03-28 09:23:54 main:574] : INFO : Epoch 1946 | loss: 0.0310377 | val_loss: 0.0313266 | Time: 5298.53 ms [2022-03-28 09:23:59 main:574] : INFO : Epoch 1947 | loss: 0.0310351 | val_loss: 0.0312846 | Time: 5345.51 ms [2022-03-28 09:24:05 main:574] : INFO : Epoch 1948 | loss: 0.0310398 | val_loss: 0.031289 | Time: 5345.45 ms [2022-03-28 09:24:10 main:574] : INFO : Epoch 1949 | loss: 0.0310339 | val_loss: 0.0312663 | Time: 5272.84 ms [2022-03-28 09:24:15 main:574] : INFO : Epoch 1950 | loss: 0.0310224 | val_loss: 0.0313135 | Time: 5327.45 ms [2022-03-28 09:24:21 main:574] : INFO : Epoch 1951 | loss: 0.0310248 | val_loss: 0.0312861 | Time: 5319.95 ms [2022-03-28 09:24:26 main:574] : INFO : Epoch 1952 | loss: 0.031033 | val_loss: 0.0312911 | Time: 5337.2 ms [2022-03-28 09:24:31 main:574] : INFO : Epoch 1953 | loss: 0.031023 | val_loss: 0.031254 | Time: 5370.93 ms [2022-03-28 09:24:37 main:574] : INFO : Epoch 1954 | loss: 0.0310219 | val_loss: 0.03132 | Time: 5321.23 ms [2022-03-28 09:24:42 main:574] : INFO : Epoch 1955 | loss: 0.0310226 | val_loss: 0.03128 | Time: 5385.82 ms [2022-03-28 09:24:47 main:574] : INFO : Epoch 1956 | loss: 0.0310403 | val_loss: 0.0312593 | Time: 5334.03 ms [2022-03-28 09:24:53 main:574] : INFO : Epoch 1957 | loss: 0.0310309 | val_loss: 0.0312747 | Time: 5388.22 ms [2022-03-28 09:24:59 main:574] : INFO : Epoch 1958 | loss: 0.0310245 | val_loss: 0.0313051 | Time: 5714 ms [2022-03-28 09:25:04 main:574] : INFO : Epoch 1959 | loss: 0.0310287 | val_loss: 0.0312772 | Time: 5674.78 ms [2022-03-28 09:25:10 main:574] : INFO : Epoch 1960 | loss: 0.0310286 | val_loss: 0.0313104 | Time: 5741.21 ms [2022-03-28 09:25:15 main:574] : INFO : Epoch 1961 | loss: 0.0310273 | val_loss: 0.0312897 | Time: 5478.53 ms [2022-03-28 09:25:21 main:574] : INFO : Epoch 1962 | loss: 0.0310275 | val_loss: 0.0312713 | Time: 5491.92 ms [2022-03-28 09:25:27 main:574] : INFO : Epoch 1963 | loss: 0.0310428 | val_loss: 0.0312452 | Time: 6477.44 ms [2022-03-28 09:25:34 main:574] : INFO : Epoch 1964 | loss: 0.0310399 | val_loss: 0.031287 | Time: 6224.4 ms [2022-03-28 09:25:40 main:574] : INFO : Epoch 1965 | loss: 0.0310348 | val_loss: 0.0313186 | Time: 6043.82 ms [2022-03-28 09:25:45 main:574] : INFO : Epoch 1966 | loss: 0.0310253 | val_loss: 0.0312691 | Time: 5341.1 ms [2022-03-28 09:25:51 main:574] : INFO : Epoch 1967 | loss: 0.0310266 | val_loss: 0.0312492 | Time: 5667.15 ms [2022-03-28 09:25:57 main:574] : INFO : Epoch 1968 | loss: 0.0310279 | val_loss: 0.0312821 | Time: 5841.74 ms [2022-03-28 09:26:02 main:574] : INFO : Epoch 1969 | loss: 0.0310287 | val_loss: 0.0312639 | Time: 5322.15 ms [2022-03-28 09:26:07 main:574] : INFO : Epoch 1970 | loss: 0.031031 | val_loss: 0.0312782 | Time: 5339.18 ms [2022-03-28 09:26:13 main:574] : INFO : Epoch 1971 | loss: 0.0310229 | val_loss: 0.031285 | Time: 5354.12 ms [2022-03-28 09:26:18 main:574] : INFO : Epoch 1972 | loss: 0.0310214 | val_loss: 0.0312912 | Time: 5687.44 ms [2022-03-28 09:26:24 main:574] : INFO : Epoch 1973 | loss: 0.0310244 | val_loss: 0.0312821 | Time: 5751.5 ms [2022-03-28 09:26:30 main:574] : INFO : Epoch 1974 | loss: 0.0310291 | val_loss: 0.0312806 | Time: 5458.99 ms [2022-03-28 09:26:35 main:574] : INFO : Epoch 1975 | loss: 0.031042 | val_loss: 0.031298 | Time: 5877.09 ms [2022-03-28 09:26:41 main:574] : INFO : Epoch 1976 | loss: 0.0310441 | val_loss: 0.0312362 | Time: 5331.46 ms [2022-03-28 09:26:46 main:574] : INFO : Epoch 1977 | loss: 0.0310527 | val_loss: 0.031239 | Time: 5343.05 ms [2022-03-28 09:26:52 main:574] : INFO : Epoch 1978 | loss: 0.0310376 | val_loss: 0.0312572 | Time: 5596.2 ms [2022-03-28 09:26:58 main:574] : INFO : Epoch 1979 | loss: 0.0310366 | val_loss: 0.0312555 | Time: 6449.03 ms [2022-03-28 09:27:04 main:574] : INFO : Epoch 1980 | loss: 0.0310231 | val_loss: 0.0312734 | Time: 5370.11 ms [2022-03-28 09:27:09 main:574] : INFO : Epoch 1981 | loss: 0.0310233 | val_loss: 0.0312602 | Time: 5346.55 ms [2022-03-28 09:27:14 main:574] : INFO : Epoch 1982 | loss: 0.0310257 | val_loss: 0.0312973 | Time: 5335.5 ms [2022-03-28 09:27:20 main:574] : INFO : Epoch 1983 | loss: 0.0310241 | val_loss: 0.0312846 | Time: 5334.91 ms [2022-03-28 09:27:25 main:574] : INFO : Epoch 1984 | loss: 0.0310271 | val_loss: 0.0312552 | Time: 5391.91 ms [2022-03-28 09:27:31 main:574] : INFO : Epoch 1985 | loss: 0.0310245 | val_loss: 0.031284 | Time: 5834.66 ms [2022-03-28 09:27:37 main:574] : INFO : Epoch 1986 | loss: 0.031033 | val_loss: 0.0312743 | Time: 5769.51 ms [2022-03-28 09:27:42 main:574] : INFO : Epoch 1987 | loss: 0.0310236 | val_loss: 0.031262 | Time: 5313.39 ms [2022-03-28 09:27:47 main:574] : INFO : Epoch 1988 | loss: 0.0310249 | val_loss: 0.0312702 | Time: 5344.86 ms [2022-03-28 09:27:53 main:574] : INFO : Epoch 1989 | loss: 0.0310173 | val_loss: 0.0312739 | Time: 5294.21 ms [2022-03-28 09:27:58 main:574] : INFO : Epoch 1990 | loss: 0.03103 | val_loss: 0.03129 | Time: 5313.63 ms [2022-03-28 09:28:04 main:574] : INFO : Epoch 1991 | loss: 0.031035 | val_loss: 0.0312745 | Time: 6258.66 ms [2022-03-28 09:28:10 main:574] : INFO : Epoch 1992 | loss: 0.0310286 | val_loss: 0.0312588 | Time: 5999.62 ms [2022-03-28 09:28:16 main:574] : INFO : Epoch 1993 | loss: 0.0310296 | val_loss: 0.0312772 | Time: 5643.38 ms [2022-03-28 09:28:22 main:574] : INFO : Epoch 1994 | loss: 0.0310253 | val_loss: 0.031286 | Time: 5734.2 ms [2022-03-28 09:28:27 main:574] : INFO : Epoch 1995 | loss: 0.0310258 | val_loss: 0.0313078 | Time: 5297.11 ms [2022-03-28 09:28:32 main:574] : INFO : Epoch 1996 | loss: 0.031029 | val_loss: 0.0312653 | Time: 5340.95 ms [2022-03-28 09:28:38 main:574] : INFO : Epoch 1997 | loss: 0.0310248 | val_loss: 0.0312712 | Time: 5529.02 ms [2022-03-28 09:28:43 main:574] : INFO : Epoch 1998 | loss: 0.0310306 | val_loss: 0.0312711 | Time: 5620.89 ms [2022-03-28 09:28:49 main:574] : INFO : Epoch 1999 | loss: 0.0310305 | val_loss: 0.031273 | Time: 5886.38 ms [2022-03-28 09:28:55 main:574] : INFO : Epoch 2000 | loss: 0.0310388 | val_loss: 0.0312865 | Time: 5298.78 ms [2022-03-28 09:29:00 main:574] : INFO : Epoch 2001 | loss: 0.0310225 | val_loss: 0.0312654 | Time: 5317.35 ms [2022-03-28 09:29:05 main:574] : INFO : Epoch 2002 | loss: 0.0310493 | val_loss: 0.0313059 | Time: 5285.03 ms [2022-03-28 09:29:11 main:574] : INFO : Epoch 2003 | loss: 0.0310473 | val_loss: 0.0313043 | Time: 5319.26 ms [2022-03-28 09:29:16 main:574] : INFO : Epoch 2004 | loss: 0.0310362 | val_loss: 0.0312881 | Time: 5304.85 ms [2022-03-28 09:29:21 main:574] : INFO : Epoch 2005 | loss: 0.0310272 | val_loss: 0.0312883 | Time: 5292.57 ms [2022-03-28 09:29:27 main:574] : INFO : Epoch 2006 | loss: 0.0310292 | val_loss: 0.0312832 | Time: 5325.86 ms [2022-03-28 09:29:32 main:574] : INFO : Epoch 2007 | loss: 0.0310264 | val_loss: 0.0312768 | Time: 5673.26 ms [2022-03-28 09:29:38 main:574] : INFO : Epoch 2008 | loss: 0.0310243 | val_loss: 0.0312749 | Time: 5525.3 ms [2022-03-28 09:29:43 main:574] : INFO : Epoch 2009 | loss: 0.031026 | val_loss: 0.0312935 | Time: 5289.02 ms [2022-03-28 09:29:49 main:574] : INFO : Epoch 2010 | loss: 0.0310203 | val_loss: 0.0312828 | Time: 5713.67 ms [2022-03-28 09:29:54 main:574] : INFO : Epoch 2011 | loss: 0.0310252 | val_loss: 0.0313087 | Time: 5303.77 ms [2022-03-28 09:29:59 main:574] : INFO : Epoch 2012 | loss: 0.0310347 | val_loss: 0.0312688 | Time: 5346.16 ms [2022-03-28 09:30:05 main:574] : INFO : Epoch 2013 | loss: 0.0310438 | val_loss: 0.0312586 | Time: 5295.4 ms [2022-03-28 09:30:10 main:574] : INFO : Epoch 2014 | loss: 0.0310376 | val_loss: 0.0312842 | Time: 5608.05 ms [2022-03-28 09:30:17 main:574] : INFO : Epoch 2015 | loss: 0.0310301 | val_loss: 0.0312813 | Time: 6411.79 ms [2022-03-28 09:30:22 main:574] : INFO : Epoch 2016 | loss: 0.031029 | val_loss: 0.0312868 | Time: 5339.36 ms [2022-03-28 09:30:28 main:574] : INFO : Epoch 2017 | loss: 0.0310277 | val_loss: 0.0312996 | Time: 5350.08 ms [2022-03-28 09:30:33 main:574] : INFO : Epoch 2018 | loss: 0.0310356 | val_loss: 0.0312632 | Time: 5807.14 ms [2022-03-28 09:30:39 main:574] : INFO : Epoch 2019 | loss: 0.0310318 | val_loss: 0.0312832 | Time: 5561.62 ms [2022-03-28 09:30:44 main:574] : INFO : Epoch 2020 | loss: 0.0310356 | val_loss: 0.0312856 | Time: 5458.53 ms [2022-03-28 09:30:50 main:574] : INFO : Epoch 2021 | loss: 0.0310296 | val_loss: 0.0312871 | Time: 5354.99 ms [2022-03-28 09:30:55 main:574] : INFO : Epoch 2022 | loss: 0.0310373 | val_loss: 0.0312712 | Time: 5348.7 ms [2022-03-28 09:31:00 main:574] : INFO : Epoch 2023 | loss: 0.0310354 | val_loss: 0.0312389 | Time: 5319.08 ms [2022-03-28 09:31:06 main:574] : INFO : Epoch 2024 | loss: 0.0310319 | val_loss: 0.0312763 | Time: 5680.22 ms [2022-03-28 09:31:12 main:574] : INFO : Epoch 2025 | loss: 0.0310292 | val_loss: 0.0312908 | Time: 5520.29 ms [2022-03-28 09:31:17 main:574] : INFO : Epoch 2026 | loss: 0.0310263 | val_loss: 0.0312652 | Time: 5534.83 ms [2022-03-28 09:31:23 main:574] : INFO : Epoch 2027 | loss: 0.0310301 | val_loss: 0.0312747 | Time: 5987.65 ms [2022-03-28 09:31:29 main:574] : INFO : Epoch 2028 | loss: 0.0310267 | val_loss: 0.0312637 | Time: 5580.21 ms [2022-03-28 09:31:34 main:574] : INFO : Epoch 2029 | loss: 0.0310277 | val_loss: 0.0312641 | Time: 5319.5 ms [2022-03-28 09:31:40 main:574] : INFO : Epoch 2030 | loss: 0.0310336 | val_loss: 0.0312641 | Time: 5484.79 ms [2022-03-28 09:31:45 main:574] : INFO : Epoch 2031 | loss: 0.0310349 | val_loss: 0.0312835 | Time: 5559.26 ms [2022-03-28 09:31:51 main:574] : INFO : Epoch 2032 | loss: 0.0310373 | val_loss: 0.0312617 | Time: 5493.21 ms [2022-03-28 09:31:56 main:574] : INFO : Epoch 2033 | loss: 0.0310285 | val_loss: 0.0312769 | Time: 5328.3 ms [2022-03-28 09:32:01 main:574] : INFO : Epoch 2034 | loss: 0.0310205 | val_loss: 0.031314 | Time: 5314.1 ms [2022-03-28 09:32:07 main:574] : INFO : Epoch 2035 | loss: 0.0310328 | val_loss: 0.0313191 | Time: 5293.61 ms [2022-03-28 09:32:12 main:574] : INFO : Epoch 2036 | loss: 0.0310359 | val_loss: 0.0313011 | Time: 5594.89 ms [2022-03-28 09:32:18 main:574] : INFO : Epoch 2037 | loss: 0.0310434 | val_loss: 0.0312665 | Time: 5746.49 ms [2022-03-28 09:32:23 main:574] : INFO : Epoch 2038 | loss: 0.0310377 | val_loss: 0.0313136 | Time: 5309.47 ms [2022-03-28 09:32:29 main:574] : INFO : Epoch 2039 | loss: 0.031037 | val_loss: 0.0312759 | Time: 5499.77 ms [2022-03-28 09:32:35 main:574] : INFO : Epoch 2040 | loss: 0.0310347 | val_loss: 0.0312837 | Time: 5975.42 ms [2022-03-28 09:32:41 main:574] : INFO : Epoch 2041 | loss: 0.0310322 | val_loss: 0.0312715 | Time: 6405.83 ms [2022-03-28 09:32:47 main:574] : INFO : Epoch 2042 | loss: 0.0310395 | val_loss: 0.0312905 | Time: 5964.96 ms [2022-03-28 09:32:53 main:574] : INFO : Epoch 2043 | loss: 0.0310304 | val_loss: 0.0313016 | Time: 5461.92 ms [2022-03-28 09:32:58 main:574] : INFO : Epoch 2044 | loss: 0.0310288 | val_loss: 0.0312592 | Time: 5378.05 ms [2022-03-28 09:33:04 main:574] : INFO : Epoch 2045 | loss: 0.0310271 | val_loss: 0.0312545 | Time: 5465.31 ms [2022-03-28 09:33:09 main:574] : INFO : Epoch 2046 | loss: 0.0310249 | val_loss: 0.0312624 | Time: 5286.97 ms [2022-03-28 09:33:14 main:574] : INFO : Epoch 2047 | loss: 0.0310321 | val_loss: 0.0312552 | Time: 5330.66 ms [2022-03-28 09:33:20 main:574] : INFO : Epoch 2048 | loss: 0.0310418 | val_loss: 0.0312635 | Time: 5742.53 ms [2022-03-28 09:33:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312635 [2022-03-28 09:33:20 main:603] : INFO : Saving end state to config to file [2022-03-28 09:33:20 main:608] : INFO : Success, exiting.. 09:33:20 (17164): 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)