Task 14126559
| Name | ParityModified-1647040644-24634-2-0_2 |
| Workunit | 10617346 |
| Created | 31 Mar 2022, 6:39:17 UTC |
| Sent | 31 Mar 2022, 7:44:14 UTC |
| Report deadline | 8 Apr 2022, 7:44:14 UTC |
| Received | 3 Apr 2022, 1:29:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21009 |
| Run time | 1 hours 0 min 44 sec |
| CPU time | 59 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,572.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 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: 0.0312355 | val_loss: 0.0312367 | Time: 1699.22 ms
[2022-04-03 09:14:45 main:574] : INFO : Epoch 1543 | loss: 0.0312364 | val_loss: 0.0312404 | Time: 1702.45 ms
[2022-04-03 09:14:47 main:574] : INFO : Epoch 1544 | loss: 0.0312395 | val_loss: 0.0312386 | Time: 1684.98 ms
[2022-04-03 09:14:49 main:574] : INFO : Epoch 1545 | loss: 0.0312389 | val_loss: 0.03124 | Time: 1689.13 ms
[2022-04-03 09:14:50 main:574] : INFO : Epoch 1546 | loss: 0.0312381 | val_loss: 0.0312392 | Time: 1706.67 ms
[2022-04-03 09:14:52 main:574] : INFO : Epoch 1547 | loss: 0.0312379 | val_loss: 0.0312388 | Time: 1705.6 ms
[2022-04-03 09:14:54 main:574] : INFO : Epoch 1548 | loss: 0.0312377 | val_loss: 0.0312395 | Time: 1696.69 ms
[2022-04-03 09:14:55 main:574] : INFO : Epoch 1549 | loss: 0.0312387 | val_loss: 0.031238 | Time: 1694.3 ms
[2022-04-03 09:14:57 main:574] : INFO : Epoch 1550 | loss: 0.0312387 | val_loss: 0.0312389 | Time: 1691.55 ms
[2022-04-03 09:14:59 main:574] : INFO : Epoch 1551 | loss: 0.031238 | val_loss: 0.0312378 | Time: 1697.6 ms
[2022-04-03 09:15:00 main:574] : INFO : Epoch 1552 | loss: 0.0312376 | val_loss: 0.0312378 | Time: 1702.36 ms
[2022-04-03 09:15:02 main:574] : INFO : Epoch 1553 | loss: 0.0312372 | val_loss: 0.0312375 | Time: 1709.57 ms
[2022-04-03 09:15:04 main:574] : INFO : Epoch 1554 | loss: 0.0312375 | val_loss: 0.0312387 | Time: 1699.29 ms
[2022-04-03 09:15:06 main:574] : INFO : Epoch 1555 | loss: 0.0312378 | val_loss: 0.0312381 | Time: 1700.53 ms
[2022-04-03 09:15:07 main:574] : INFO : Epoch 1556 | loss: 0.0312376 | val_loss: 0.0312426 | Time: 1694.14 ms
[2022-04-03 09:15:09 main:574] : INFO : Epoch 1557 | loss: 0.0312398 | val_loss: 0.0312384 | Time: 1693.91 ms
[2022-04-03 09:15:11 main:574] : INFO : Epoch 1558 | loss: 0.0312384 | val_loss: 0.0312403 | Time: 1679.67 ms
[2022-04-03 09:15:12 main:574] : INFO : Epoch 1559 | loss: 0.0312379 | val_loss: 0.0312377 | Time: 1700.67 ms
[2022-04-03 09:15:14 main:574] : INFO : Epoch 1560 | loss: 0.0312375 | val_loss: 0.0312379 | Time: 1712.5 ms
[2022-04-03 09:15:16 main:574] : INFO : Epoch 1561 | loss: 0.031238 | val_loss: 0.0312406 | Time: 1695.46 ms
[2022-04-03 09:15:18 main:574] : INFO : Epoch 1562 | loss: 0.0312382 | val_loss: 0.0312388 | Time: 1682.94 ms
[2022-04-03 09:15:19 main:574] : INFO : Epoch 1563 | loss: 0.0312378 | val_loss: 0.0312377 | Time: 1695.44 ms
[2022-04-03 09:15:21 main:574] : INFO : Epoch 1564 | loss: 0.0312373 | val_loss: 0.0312379 | Time: 1704.88 ms
[2022-04-03 09:15:23 main:574] : INFO : Epoch 1565 | loss: 0.0312371 | val_loss: 0.0312377 | Time: 1687.49 ms
[2022-04-03 09:15:24 main:574] : INFO : Epoch 1566 | loss: 0.031237 | val_loss: 0.0312378 | Time: 1694.5 ms
[2022-04-03 09:15:26 main:574] : INFO : Epoch 1567 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 1699.52 ms
[2022-04-03 09:15:28 main:574] : INFO : Epoch 1568 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 1714.64 ms
[2022-04-03 09:15:29 main:574] : INFO : Epoch 1569 | loss: 0.0312395 | val_loss: 0.0312428 | Time: 1701.26 ms
[2022-04-03 09:15:31 main:574] : INFO : Epoch 1570 | loss: 0.0312403 | val_loss: 0.0312373 | Time: 1681.67 ms
[2022-04-03 09:15:33 main:574] : INFO : Epoch 1571 | loss: 0.031238 | val_loss: 0.0312373 | Time: 1703.91 ms
[2022-04-03 09:15:35 main:574] : INFO : Epoch 1572 | loss: 0.0312382 | val_loss: 0.0312391 | Time: 1684.73 ms
[2022-04-03 09:15:36 main:574] : INFO : Epoch 1573 | loss: 0.0312376 | val_loss: 0.0312373 | Time: 1691.57 ms
[2022-04-03 09:15:38 main:574] : INFO : Epoch 1574 | loss: 0.0312372 | val_loss: 0.0312371 | Time: 1715.33 ms
[2022-04-03 09:15:40 main:574] : INFO : Epoch 1575 | loss: 0.0312376 | val_loss: 0.0312372 | Time: 1694.31 ms
[2022-04-03 09:15:41 main:574] : INFO : Epoch 1576 | loss: 0.031237 | val_loss: 0.0312371 | Time: 1682.9 ms
[2022-04-03 09:15:43 main:574] : INFO : Epoch 1577 | loss: 0.0312389 | val_loss: 0.0312405 | Time: 1687.94 ms
[2022-04-03 09:15:45 main:574] : INFO : Epoch 1578 | loss: 0.031238 | val_loss: 0.031237 | Time: 1709.11 ms
[2022-04-03 09:15:46 main:574] : INFO : Epoch 1579 | loss: 0.0312376 | val_loss: 0.0312384 | Time: 1700.18 ms
[2022-04-03 09:15:48 main:574] : INFO : Epoch 1580 | loss: 0.0312373 | val_loss: 0.0312376 | Time: 1704.14 ms
[2022-04-03 09:15:50 main:574] : INFO : Epoch 1581 | loss: 0.0312374 | val_loss: 0.031238 | Time: 1702.05 ms
[2022-04-03 09:15:52 main:574] : INFO : Epoch 1582 | loss: 0.0312371 | val_loss: 0.0312369 | Time: 1688.33 ms
[2022-04-03 09:15:53 main:574] : INFO : Epoch 1583 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 1724.99 ms
[2022-04-03 09:15:55 main:574] : INFO : Epoch 1584 | loss: 0.0312375 | val_loss: 0.0312371 | Time: 1689.76 ms
[2022-04-03 09:15:57 main:574] : INFO : Epoch 1585 | loss: 0.0312366 | val_loss: 0.0312378 | Time: 1701.87 ms
[2022-04-03 09:15:58 main:574] : INFO : Epoch 1586 | loss: 0.0312377 | val_loss: 0.0312434 | Time: 1691.16 ms
[2022-04-03 09:16:00 main:574] : INFO : Epoch 1587 | loss: 0.031239 | val_loss: 0.0312379 | Time: 1708.46 ms
[2022-04-03 09:16:02 main:574] : INFO : Epoch 1588 | loss: 0.0312372 | val_loss: 0.0312376 | Time: 1705.26 ms
[2022-04-03 09:16:04 main:574] : INFO : Epoch 1589 | loss: 0.0312377 | val_loss: 0.031238 | Time: 1702.96 ms
[2022-04-03 09:16:05 main:574] : INFO : Epoch 1590 | loss: 0.0312374 | val_loss: 0.0312383 | Time: 1693.04 ms
[2022-04-03 09:16:07 main:574] : INFO : Epoch 1591 | loss: 0.0312382 | val_loss: 0.0312384 | Time: 1672.15 ms
[2022-04-03 09:16:09 main:574] : INFO : Epoch 1592 | loss: 0.031237 | val_loss: 0.0312401 | Time: 1688.35 ms
[2022-04-03 09:16:10 main:574] : INFO : Epoch 1593 | loss: 0.031238 | val_loss: 0.0312392 | Time: 1723.92 ms
[2022-04-03 09:16:12 main:574] : INFO : Epoch 1594 | loss: 0.0312373 | val_loss: 0.0312384 | Time: 1717.5 ms
[2022-04-03 09:16:14 main:574] : INFO : Epoch 1595 | loss: 0.031238 | val_loss: 0.0312399 | Time: 1700.79 ms
[2022-04-03 09:16:15 main:574] : INFO : Epoch 1596 | loss: 0.0312406 | val_loss: 0.0312372 | Time: 1695.75 ms
[2022-04-03 09:16:17 main:574] : INFO : Epoch 1597 | loss: 0.0312379 | val_loss: 0.0312377 | Time: 1694.26 ms
[2022-04-03 09:16:19 main:574] : INFO : Epoch 1598 | loss: 0.031237 | val_loss: 0.0312387 | Time: 1693.19 ms
[2022-04-03 09:16:21 main:574] : INFO : Epoch 1599 | loss: 0.0312372 | val_loss: 0.0312375 | Time: 1718.02 ms
[2022-04-03 09:16:22 main:574] : INFO : Epoch 1600 | loss: 0.0312374 | val_loss: 0.0312376 | Time: 1704.89 ms
[2022-04-03 09:16:24 main:574] : INFO : Epoch 1601 | loss: 0.0312375 | val_loss: 0.0312374 | Time: 1716.86 ms
[2022-04-03 09:16:26 main:574] : INFO : Epoch 1602 | loss: 0.0312376 | val_loss: 0.0312372 | Time: 1681.62 ms
[2022-04-03 09:16:27 main:574] : INFO : Epoch 1603 | loss: 0.0312378 | val_loss: 0.0312373 | Time: 1682.94 ms
[2022-04-03 09:16:29 main:574] : INFO : Epoch 1604 | loss: 0.0312386 | val_loss: 0.0312391 | Time: 1699.22 ms
[2022-04-03 09:16:31 main:574] : INFO : Epoch 1605 | loss: 0.0312376 | val_loss: 0.0312372 | Time: 1696.16 ms
[2022-04-03 09:16:32 main:574] : INFO : Epoch 1606 | loss: 0.0312378 | val_loss: 0.031238 | Time: 1705.99 ms
[2022-04-03 09:16:34 main:574] : INFO : Epoch 1607 | loss: 0.0312382 | val_loss: 0.0312411 | Time: 1713.14 ms
[2022-04-03 09:16:36 main:574] : INFO : Epoch 1608 | loss: 0.0312377 | val_loss: 0.0312377 | Time: 1708.51 ms
[2022-04-03 09:16:38 main:574] : INFO : Epoch 1609 | loss: 0.0312368 | val_loss: 0.0312387 | Time: 1685.09 ms
[2022-04-03 09:16:39 main:574] : INFO : Epoch 1610 | loss: 0.0312378 | val_loss: 0.0312369 | Time: 1694.68 ms
[2022-04-03 09:16:41 main:574] : INFO : Epoch 1611 | loss: 0.0312363 | val_loss: 0.0312375 | Time: 1702 ms
[2022-04-03 09:16:43 main:574] : INFO : Epoch 1612 | loss: 0.0312367 | val_loss: 0.0312376 | Time: 1701.6 ms
[2022-04-03 09:16:44 main:574] : INFO : Epoch 1613 | loss: 0.0312368 | val_loss: 0.0312372 | Time: 1702.8 ms
[2022-04-03 09:16:46 main:574] : INFO : Epoch 1614 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 1698.46 ms
[2022-04-03 09:16:48 main:574] : INFO : Epoch 1615 | loss: 0.0312369 | val_loss: 0.0312379 | Time: 1692.8 ms
[2022-04-03 09:16:50 main:574] : INFO : Epoch 1616 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 1694.83 ms
[2022-04-03 09:16:51 main:574] : INFO : Epoch 1617 | loss: 0.0312364 | val_loss: 0.0312399 | Time: 1696.12 ms
[2022-04-03 09:16:53 main:574] : INFO : Epoch 1618 | loss: 0.031237 | val_loss: 0.0312372 | Time: 1694.03 ms
[2022-04-03 09:16:55 main:574] : INFO : Epoch 1619 | loss: 0.0312363 | val_loss: 0.0312369 | Time: 1713.78 ms
[2022-04-03 09:16:56 main:574] : INFO : Epoch 1620 | loss: 0.0312368 | val_loss: 0.0312395 | Time: 1698.52 ms
[2022-04-03 09:16:58 main:574] : INFO : Epoch 1621 | loss: 0.0312391 | val_loss: 0.0312394 | Time: 1712.56 ms
[2022-04-03 09:17:00 main:574] : INFO : Epoch 1622 | loss: 0.0312367 | val_loss: 0.0312375 | Time: 1688.53 ms
[2022-04-03 09:17:01 main:574] : INFO : Epoch 1623 | loss: 0.0312377 | val_loss: 0.0312386 | Time: 1701.53 ms
[2022-04-03 09:17:03 main:574] : INFO : Epoch 1624 | loss: 0.0312367 | val_loss: 0.0312372 | Time: 1693.22 ms
[2022-04-03 09:17:05 main:574] : INFO : Epoch 1625 | loss: 0.0312361 | val_loss: 0.0312368 | Time: 1711.08 ms
[2022-04-03 09:17:07 main:574] : INFO : Epoch 1626 | loss: 0.0312368 | val_loss: 0.0312375 | Time: 1708.48 ms
[2022-04-03 09:17:08 main:574] : INFO : Epoch 1627 | loss: 0.0312361 | val_loss: 0.0312371 | Time: 1698.92 ms
[2022-04-03 09:17:10 main:574] : INFO : Epoch 1628 | loss: 0.0312365 | val_loss: 0.0312372 | Time: 1707.56 ms
[2022-04-03 09:17:12 main:574] : INFO : Epoch 1629 | loss: 0.0312384 | val_loss: 0.0312423 | Time: 1682.17 ms
[2022-04-03 09:17:13 main:574] : INFO : Epoch 1630 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 1686.93 ms
[2022-04-03 09:17:15 main:574] : INFO : Epoch 1631 | loss: 0.0312375 | val_loss: 0.0312426 | Time: 1696.38 ms
[2022-04-03 09:17:17 main:574] : INFO : Epoch 1632 | loss: 0.0312397 | val_loss: 0.031239 | Time: 1720.9 ms
[2022-04-03 09:17:19 main:574] : INFO : Epoch 1633 | loss: 0.0312372 | val_loss: 0.0312384 | Time: 1710.61 ms
[2022-04-03 09:17:20 main:574] : INFO : Epoch 1634 | loss: 0.0312372 | val_loss: 0.0312378 | Time: 1683.74 ms
[2022-04-03 09:17:22 main:574] : INFO : Epoch 1635 | loss: 0.0312372 | val_loss: 0.0312379 | Time: 1693.92 ms
[2022-04-03 09:17:24 main:574] : INFO : Epoch 1636 | loss: 0.0312363 | val_loss: 0.0312388 | Time: 1686.65 ms
[2022-04-03 09:17:25 main:574] : INFO : Epoch 1637 | loss: 0.0312362 | val_loss: 0.0312379 | Time: 1691.81 ms
[2022-04-03 09:17:27 main:574] : INFO : Epoch 1638 | loss: 0.0312365 | val_loss: 0.0312377 | Time: 1690.91 ms
[2022-04-03 09:17:29 main:574] : INFO : Epoch 1639 | loss: 0.0312362 | val_loss: 0.0312376 | Time: 1711.13 ms
[2022-04-03 09:17:30 main:574] : INFO : Epoch 1640 | loss: 0.0312363 | val_loss: 0.0312377 | Time: 1732.4 ms
[2022-04-03 09:17:32 main:574] : INFO : Epoch 1641 | loss: 0.031238 | val_loss: 0.0312365 | Time: 1692.63 ms
[2022-04-03 09:17:34 main:574] : INFO : Epoch 1642 | loss: 0.0312361 | val_loss: 0.0312378 | Time: 1690.2 ms
[2022-04-03 09:17:36 main:574] : INFO : Epoch 1643 | loss: 0.0312365 | val_loss: 0.0312385 | Time: 1696.05 ms
[2022-04-03 09:17:37 main:574] : INFO : Epoch 1644 | loss: 0.0312381 | val_loss: 0.0312424 | Time: 1693.96 ms
[2022-04-03 09:17:39 main:574] : INFO : Epoch 1645 | loss: 0.0312381 | val_loss: 0.0312401 | Time: 1707.67 ms
[2022-04-03 09:17:41 main:574] : INFO : Epoch 1646 | loss: 0.0312371 | val_loss: 0.0312412 | Time: 1698.32 ms
[2022-04-03 09:17:42 main:574] : INFO : Epoch 1647 | loss: 0.0312375 | val_loss: 0.0312407 | Time: 1697.95 ms
[2022-04-03 09:17:44 main:574] : INFO : Epoch 1648 | loss: 0.0312397 | val_loss: 0.0312403 | Time: 1684.72 ms
[2022-04-03 09:17:46 main:574] : INFO : Epoch 1649 | loss: 0.0312382 | val_loss: 0.0312374 | Time: 1681.37 ms
[2022-04-03 09:17:47 main:574] : INFO : Epoch 1650 | loss: 0.031239 | val_loss: 0.0312367 | Time: 1698.47 ms
[2022-04-03 09:17:49 main:574] : INFO : Epoch 1651 | loss: 0.0312384 | val_loss: 0.0312369 | Time: 1687.6 ms
[2022-04-03 09:17:51 main:574] : INFO : Epoch 1652 | loss: 0.0312384 | val_loss: 0.0312393 | Time: 1710.42 ms
[2022-04-03 09:17:53 main:574] : INFO : Epoch 1653 | loss: 0.0312386 | val_loss: 0.0312385 | Time: 1702.21 ms
[2022-04-03 09:17:54 main:574] : INFO : Epoch 1654 | loss: 0.0312391 | val_loss: 0.0312372 | Time: 1704.62 ms
[2022-04-03 09:17:56 main:574] : INFO : Epoch 1655 | loss: 0.0312383 | val_loss: 0.0312385 | Time: 1682.09 ms
[2022-04-03 09:17:58 main:574] : INFO : Epoch 1656 | loss: 0.0312381 | val_loss: 0.0312368 | Time: 1699.7 ms
[2022-04-03 09:17:59 main:574] : INFO : Epoch 1657 | loss: 0.0312383 | val_loss: 0.0312378 | Time: 1692.66 ms
[2022-04-03 09:18:01 main:574] : INFO : Epoch 1658 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 1706.07 ms
[2022-04-03 09:18:03 main:574] : INFO : Epoch 1659 | loss: 0.0312387 | val_loss: 0.0312368 | Time: 1693.14 ms
[2022-04-03 09:18:04 main:574] : INFO : Epoch 1660 | loss: 0.0312385 | val_loss: 0.031236 | Time: 1712.44 ms
[2022-04-03 09:18:06 main:574] : INFO : Epoch 1661 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 1685.9 ms
[2022-04-03 09:18:08 main:574] : INFO : Epoch 1662 | loss: 0.0312387 | val_loss: 0.0312356 | Time: 1709.02 ms
[2022-04-03 09:18:10 main:574] : INFO : Epoch 1663 | loss: 0.0312383 | val_loss: 0.031238 | Time: 1705.17 ms
[2022-04-03 09:18:11 main:574] : INFO : Epoch 1664 | loss: 0.0312394 | val_loss: 0.0312363 | Time: 1683.16 ms
[2022-04-03 09:18:13 main:574] : INFO : Epoch 1665 | loss: 0.0312382 | val_loss: 0.0312365 | Time: 1702.54 ms
[2022-04-03 09:18:15 main:574] : INFO : Epoch 1666 | loss: 0.0312385 | val_loss: 0.0312391 | Time: 1712.54 ms
[2022-04-03 09:18:16 main:574] : INFO : Epoch 1667 | loss: 0.0312389 | val_loss: 0.031237 | Time: 1713.15 ms
[2022-04-03 09:18:18 main:574] : INFO : Epoch 1668 | loss: 0.0312403 | val_loss: 0.0312395 | Time: 1685.64 ms
[2022-04-03 09:18:20 main:574] : INFO : Epoch 1669 | loss: 0.0312409 | val_loss: 0.0312374 | Time: 1687.5 ms
[2022-04-03 09:18:21 main:574] : INFO : Epoch 1670 | loss: 0.031239 | val_loss: 0.0312369 | Time: 1689.3 ms
[2022-04-03 09:18:23 main:574] : INFO : Epoch 1671 | loss: 0.031238 | val_loss: 0.031237 | Time: 1700.37 ms
[2022-04-03 09:18:25 main:574] : INFO : Epoch 1672 | loss: 0.0312375 | val_loss: 0.031237 | Time: 1698.91 ms
[2022-04-03 09:18:27 main:574] : INFO : Epoch 1673 | loss: 0.0312381 | val_loss: 0.0312369 | Time: 1705.09 ms
[2022-04-03 09:18:28 main:574] : INFO : Epoch 1674 | loss: 0.0312388 | val_loss: 0.031237 | Time: 1709.87 ms
[2022-04-03 09:18:30 main:574] : INFO : Epoch 1675 | loss: 0.0312382 | val_loss: 0.0312377 | Time: 1694.97 ms
[2022-04-03 09:18:32 main:574] : INFO : Epoch 1676 | loss: 0.0312381 | val_loss: 0.031237 | Time: 1694.3 ms
[2022-04-03 09:18:33 main:574] : INFO : Epoch 1677 | loss: 0.0312378 | val_loss: 0.0312372 | Time: 1676.91 ms
[2022-04-03 09:18:35 main:574] : INFO : Epoch 1678 | loss: 0.0312388 | val_loss: 0.0312376 | Time: 1719.69 ms
[2022-04-03 09:18:37 main:574] : INFO : Epoch 1679 | loss: 0.0312385 | val_loss: 0.0312379 | Time: 1708.68 ms
[2022-04-03 09:18:39 main:574] : INFO : Epoch 1680 | loss: 0.0312385 | val_loss: 0.0312375 | Time: 1689.93 ms
[2022-04-03 09:18:40 main:574] : INFO : Epoch 1681 | loss: 0.0312377 | val_loss: 0.0312383 | Time: 1693.09 ms
[2022-04-03 09:18:42 main:574] : INFO : Epoch 1682 | loss: 0.0312378 | val_loss: 0.0312371 | Time: 1701.16 ms
[2022-04-03 09:18:44 main:574] : INFO : Epoch 1683 | loss: 0.0312376 | val_loss: 0.0312369 | Time: 1687.97 ms
[2022-04-03 09:18:45 main:574] : INFO : Epoch 1684 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 1699.61 ms
[2022-04-03 09:18:47 main:574] : INFO : Epoch 1685 | loss: 0.0312373 | val_loss: 0.0312372 | Time: 1705.76 ms
[2022-04-03 09:18:49 main:574] : INFO : Epoch 1686 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 1688.5 ms
[2022-04-03 09:18:50 main:574] : INFO : Epoch 1687 | loss: 0.0312378 | val_loss: 0.0312371 | Time: 1694.22 ms
[2022-04-03 09:18:52 main:574] : INFO : Epoch 1688 | loss: 0.0312374 | val_loss: 0.0312378 | Time: 1717.29 ms
[2022-04-03 09:18:54 main:574] : INFO : Epoch 1689 | loss: 0.0312382 | val_loss: 0.0312398 | Time: 1699.63 ms
[2022-04-03 09:18:56 main:574] : INFO : Epoch 1690 | loss: 0.0312385 | val_loss: 0.0312365 | Time: 1686.26 ms
[2022-04-03 09:18:57 main:574] : INFO : Epoch 1691 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 1698.35 ms
[2022-04-03 09:18:59 main:574] : INFO : Epoch 1692 | loss: 0.0312379 | val_loss: 0.031238 | Time: 1698.54 ms
[2022-04-03 09:19:01 main:574] : INFO : Epoch 1693 | loss: 0.031238 | val_loss: 0.0312387 | Time: 1707.62 ms
[2022-04-03 09:19:02 main:574] : INFO : Epoch 1694 | loss: 0.0312375 | val_loss: 0.0312363 | Time: 1690.06 ms
[2022-04-03 09:19:04 main:574] : INFO : Epoch 1695 | loss: 0.0312381 | val_loss: 0.0312376 | Time: 1706.02 ms
[2022-04-03 09:19:06 main:574] : INFO : Epoch 1696 | loss: 0.0312375 | val_loss: 0.0312363 | Time: 1694.89 ms
[2022-04-03 09:19:07 main:574] : INFO : Epoch 1697 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 1707.58 ms
[2022-04-03 09:19:09 main:574] : INFO : Epoch 1698 | loss: 0.0312375 | val_loss: 0.0312364 | Time: 1717.38 ms
[2022-04-03 09:19:11 main:574] : INFO : Epoch 1699 | loss: 0.0312378 | val_loss: 0.0312373 | Time: 1723.63 ms
[2022-04-03 09:19:13 main:574] : INFO : Epoch 1700 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 1678.97 ms
[2022-04-03 09:19:14 main:574] : INFO : Epoch 1701 | loss: 0.0312379 | val_loss: 0.0312366 | Time: 1703.51 ms
[2022-04-03 09:19:16 main:574] : INFO : Epoch 1702 | loss: 0.0312374 | val_loss: 0.0312371 | Time: 1706.76 ms
[2022-04-03 09:19:18 main:574] : INFO : Epoch 1703 | loss: 0.031237 | val_loss: 0.0312363 | Time: 1692.21 ms
[2022-04-03 09:19:19 main:574] : INFO : Epoch 1704 | loss: 0.0312371 | val_loss: 0.0312366 | Time: 1700.1 ms
[2022-04-03 09:19:21 main:574] : INFO : Epoch 1705 | loss: 0.031237 | val_loss: 0.03124 | Time: 1717.67 ms
[2022-04-03 09:19:23 main:574] : INFO : Epoch 1706 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 1708.97 ms
[2022-04-03 09:19:25 main:574] : INFO : Epoch 1707 | loss: 0.0312377 | val_loss: 0.0312382 | Time: 1692.45 ms
[2022-04-03 09:19:26 main:574] : INFO : Epoch 1708 | loss: 0.031237 | val_loss: 0.0312369 | Time: 1710.37 ms
[2022-04-03 09:19:28 main:574] : INFO : Epoch 1709 | loss: 0.0312377 | val_loss: 0.0312377 | Time: 1697.74 ms
[2022-04-03 09:19:30 main:574] : INFO : Epoch 1710 | loss: 0.0312369 | val_loss: 0.0312418 | Time: 1697.69 ms
[2022-04-03 09:19:31 main:574] : INFO : Epoch 1711 | loss: 0.031239 | val_loss: 0.0312386 | Time: 1708.93 ms
[2022-04-03 09:19:33 main:574] : INFO : Epoch 1712 | loss: 0.0312387 | val_loss: 0.0312392 | Time: 1713.62 ms
[2022-04-03 09:19:35 main:574] : INFO : Epoch 1713 | loss: 0.0312384 | val_loss: 0.0312373 | Time: 1690.31 ms
[2022-04-03 09:19:36 main:574] : INFO : Epoch 1714 | loss: 0.0312368 | val_loss: 0.0312376 | Time: 1682.5 ms
[2022-04-03 09:19:38 main:574] : INFO : Epoch 1715 | loss: 0.031237 | val_loss: 0.031239 | Time: 1702.65 ms
[2022-04-03 09:19:40 main:574] : INFO : Epoch 1716 | loss: 0.0312373 | val_loss: 0.0312369 | Time: 1709.41 ms
[2022-04-03 09:19:42 main:574] : INFO : Epoch 1717 | loss: 0.0312374 | val_loss: 0.0312381 | Time: 1697.18 ms
[2022-04-03 09:19:43 main:574] : INFO : Epoch 1718 | loss: 0.0312372 | val_loss: 0.0312373 | Time: 1703.5 ms
[2022-04-03 09:19:45 main:574] : INFO : Epoch 1719 | loss: 0.0312367 | val_loss: 0.0312372 | Time: 1705.5 ms
[2022-04-03 09:19:47 main:574] : INFO : Epoch 1720 | loss: 0.0312365 | val_loss: 0.0312373 | Time: 1679.91 ms
[2022-04-03 09:19:48 main:574] : INFO : Epoch 1721 | loss: 0.0312377 | val_loss: 0.0312398 | Time: 1689.16 ms
[2022-04-03 09:19:50 main:574] : INFO : Epoch 1722 | loss: 0.0312369 | val_loss: 0.0312373 | Time: 1700.36 ms
[2022-04-03 09:19:52 main:574] : INFO : Epoch 1723 | loss: 0.0312378 | val_loss: 0.0312385 | Time: 1692.64 ms
[2022-04-03 09:19:54 main:574] : INFO : Epoch 1724 | loss: 0.0312383 | val_loss: 0.0312396 | Time: 1711.89 ms
[2022-04-03 09:19:55 main:574] : INFO : Epoch 1725 | loss: 0.0312371 | val_loss: 0.0312399 | Time: 1694.4 ms
[2022-04-03 09:19:57 main:574] : INFO : Epoch 1726 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 1706.6 ms
[2022-04-03 09:19:59 main:574] : INFO : Epoch 1727 | loss: 0.0312375 | val_loss: 0.0312385 | Time: 1708.02 ms
[2022-04-03 09:20:00 main:574] : INFO : Epoch 1728 | loss: 0.0312366 | val_loss: 0.0312421 | Time: 1692.5 ms
[2022-04-03 09:20:02 main:574] : INFO : Epoch 1729 | loss: 0.0312367 | val_loss: 0.0312373 | Time: 1680.93 ms
[2022-04-03 09:20:04 main:574] : INFO : Epoch 1730 | loss: 0.0312365 | val_loss: 0.0312369 | Time: 1692.73 ms
[2022-04-03 09:20:05 main:574] : INFO : Epoch 1731 | loss: 0.0312362 | val_loss: 0.031237 | Time: 1700.87 ms
[2022-04-03 09:20:07 main:574] : INFO : Epoch 1732 | loss: 0.0312361 | val_loss: 0.0312375 | Time: 1694.2 ms
[2022-04-03 09:20:09 main:574] : INFO : Epoch 1733 | loss: 0.0312375 | val_loss: 0.0312369 | Time: 1693.02 ms
[2022-04-03 09:20:11 main:574] : INFO : Epoch 1734 | loss: 0.0312369 | val_loss: 0.031237 | Time: 1691.79 ms
[2022-04-03 09:20:12 main:574] : INFO : Epoch 1735 | loss: 0.0312362 | val_loss: 0.0312371 | Time: 1708.02 ms
[2022-04-03 09:20:14 main:574] : INFO : Epoch 1736 | loss: 0.0312389 | val_loss: 0.0312405 | Time: 1698.74 ms
[2022-04-03 09:20:16 main:574] : INFO : Epoch 1737 | loss: 0.0312414 | val_loss: 0.0312386 | Time: 1695.41 ms
[2022-04-03 09:20:17 main:574] : INFO : Epoch 1738 | loss: 0.03124 | val_loss: 0.0312382 | Time: 1723.88 ms
[2022-04-03 09:20:19 main:574] : INFO : Epoch 1739 | loss: 0.0312366 | val_loss: 0.0312384 | Time: 1694.32 ms
[2022-04-03 09:20:21 main:574] : INFO : Epoch 1740 | loss: 0.0312365 | val_loss: 0.0312371 | Time: 1688.87 ms
[2022-04-03 09:20:22 main:574] : INFO : Epoch 1741 | loss: 0.0312363 | val_loss: 0.0312376 | Time: 1704.25 ms
[2022-04-03 09:20:24 main:574] : INFO : Epoch 1742 | loss: 0.031238 | val_loss: 0.0312382 | Time: 1713.97 ms
[2022-04-03 09:20:26 main:574] : INFO : Epoch 1743 | loss: 0.0312373 | val_loss: 0.0312432 | Time: 1698.28 ms
[2022-04-03 09:20:28 main:574] : INFO : Epoch 1744 | loss: 0.0312381 | val_loss: 0.0312381 | Time: 1712.97 ms
[2022-04-03 09:20:29 main:574] : INFO : Epoch 1745 | loss: 0.031237 | val_loss: 0.0312373 | Time: 1707.39 ms
[2022-04-03 09:20:31 main:574] : INFO : Epoch 1746 | loss: 0.0312375 | val_loss: 0.0312386 | Time: 1689.08 ms
[2022-04-03 09:20:33 main:574] : INFO : Epoch 1747 | loss: 0.0312365 | val_loss: 0.0312373 | Time: 1686.26 ms
[2022-04-03 09:20:34 main:574] : INFO : Epoch 1748 | loss: 0.0312363 | val_loss: 0.0312379 | Time: 1711.73 ms
[2022-04-03 09:20:36 main:574] : INFO : Epoch 1749 | loss: 0.0312365 | val_loss: 0.031238 | Time: 1687.26 ms
[2022-04-03 09:20:38 main:574] : INFO : Epoch 1750 | loss: 0.0312374 | val_loss: 0.0312372 | Time: 1702.58 ms
[2022-04-03 09:20:40 main:574] : INFO : Epoch 1751 | loss: 0.0312366 | val_loss: 0.0312413 | Time: 1697.29 ms
[2022-04-03 09:20:41 main:574] : INFO : Epoch 1752 | loss: 0.0312377 | val_loss: 0.0312375 | Time: 1683.85 ms
[2022-04-03 09:20:43 main:574] : INFO : Epoch 1753 | loss: 0.031236 | val_loss: 0.0312399 | Time: 1680.21 ms
[2022-04-03 09:20:45 main:574] : INFO : Epoch 1754 | loss: 0.031236 | val_loss: 0.0312376 | Time: 1710.26 ms
[2022-04-03 09:20:46 main:574] : INFO : Epoch 1755 | loss: 0.0312359 | val_loss: 0.0312378 | Time: 1694.37 ms
[2022-04-03 09:20:48 main:574] : INFO : Epoch 1756 | loss: 0.0312361 | val_loss: 0.0312393 | Time: 1708.8 ms
[2022-04-03 09:20:50 main:574] : INFO : Epoch 1757 | loss: 0.031237 | val_loss: 0.0312362 | Time: 1697.91 ms
[2022-04-03 09:20:51 main:574] : INFO : Epoch 1758 | loss: 0.0312361 | val_loss: 0.0312371 | Time: 1695.3 ms
[2022-04-03 09:20:53 main:574] : INFO : Epoch 1759 | loss: 0.0312362 | val_loss: 0.0312372 | Time: 1689.21 ms
[2022-04-03 09:20:55 main:574] : INFO : Epoch 1760 | loss: 0.0312372 | val_loss: 0.0312365 | Time: 1690.37 ms
[2022-04-03 09:20:57 main:574] : INFO : Epoch 1761 | loss: 0.0312369 | val_loss: 0.0312387 | Time: 1687.91 ms
[2022-04-03 09:20:58 main:574] : INFO : Epoch 1762 | loss: 0.0312376 | val_loss: 0.0312363 | Time: 1701.38 ms
[2022-04-03 09:21:00 main:574] : INFO : Epoch 1763 | loss: 0.0312369 | val_loss: 0.031236 | Time: 1704.43 ms
[2022-04-03 09:21:02 main:574] : INFO : Epoch 1764 | loss: 0.0312358 | val_loss: 0.0312361 | Time: 1696.58 ms
[2022-04-03 09:21:03 main:574] : INFO : Epoch 1765 | loss: 0.0312372 | val_loss: 0.0312378 | Time: 1684.95 ms
[2022-04-03 09:21:05 main:574] : INFO : Epoch 1766 | loss: 0.0312361 | val_loss: 0.0312359 | Time: 1690.55 ms
[2022-04-03 09:21:07 main:574] : INFO : Epoch 1767 | loss: 0.0312365 | val_loss: 0.0312358 | Time: 1700.13 ms
[2022-04-03 09:21:08 main:574] : INFO : Epoch 1768 | loss: 0.0312363 | val_loss: 0.0312385 | Time: 1713.52 ms
[2022-04-03 09:21:10 main:574] : INFO : Epoch 1769 | loss: 0.0312367 | val_loss: 0.0312386 | Time: 1703.01 ms
[2022-04-03 09:21:12 main:574] : INFO : Epoch 1770 | loss: 0.0312362 | val_loss: 0.0312372 | Time: 1708.68 ms
[2022-04-03 09:21:14 main:574] : INFO : Epoch 1771 | loss: 0.0312369 | val_loss: 0.0312389 | Time: 1692.01 ms
[2022-04-03 09:21:15 main:574] : INFO : Epoch 1772 | loss: 0.0312368 | val_loss: 0.0312394 | Time: 1684.52 ms
[2022-04-03 09:21:17 main:574] : INFO : Epoch 1773 | loss: 0.0312382 | val_loss: 0.0312359 | Time: 1696.58 ms
[2022-04-03 09:21:19 main:574] : INFO : Epoch 1774 | loss: 0.0312362 | val_loss: 0.031236 | Time: 1702.89 ms
[2022-04-03 09:21:20 main:574] : INFO : Epoch 1775 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 1698.13 ms
[2022-04-03 09:21:22 main:574] : INFO : Epoch 1776 | loss: 0.031236 | val_loss: 0.0312396 | Time: 1700.08 ms
[2022-04-03 09:21:24 main:574] : INFO : Epoch 1777 | loss: 0.0312373 | val_loss: 0.0312379 | Time: 1704.6 ms
[2022-04-03 09:21:25 main:574] : INFO : Epoch 1778 | loss: 0.0312364 | val_loss: 0.0312352 | Time: 1697.16 ms
[2022-04-03 09:21:27 main:574] : INFO : Epoch 1779 | loss: 0.0312358 | val_loss: 0.031235 | Time: 1696.63 ms
[2022-04-03 09:21:29 main:574] : INFO : Epoch 1780 | loss: 0.0312383 | val_loss: 0.0312417 | Time: 1693.33 ms
[2022-04-03 09:21:31 main:574] : INFO : Epoch 1781 | loss: 0.031237 | val_loss: 0.0312367 | Time: 1700.65 ms
[2022-04-03 09:21:32 main:574] : INFO : Epoch 1782 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 1699.24 ms
[2022-04-03 09:21:34 main:574] : INFO : Epoch 1783 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 1709.39 ms
[2022-04-03 09:21:36 main:574] : INFO : Epoch 1784 | loss: 0.0312351 | val_loss: 0.0312367 | Time: 1682.69 ms
[2022-04-03 09:21:37 main:574] : INFO : Epoch 1785 | loss: 0.0312354 | val_loss: 0.0312351 | Time: 1696.33 ms
[2022-04-03 09:21:39 main:574] : INFO : Epoch 1786 | loss: 0.0312358 | val_loss: 0.0312369 | Time: 1686.09 ms
[2022-04-03 09:21:41 main:574] : INFO : Epoch 1787 | loss: 0.0312376 | val_loss: 0.0312406 | Time: 1713.38 ms
[2022-04-03 09:21:42 main:574] : INFO : Epoch 1788 | loss: 0.0312382 | val_loss: 0.0312353 | Time: 1708.66 ms
[2022-04-03 09:21:44 main:574] : INFO : Epoch 1789 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 1721.55 ms
[2022-04-03 09:21:46 main:574] : INFO : Epoch 1790 | loss: 0.0312356 | val_loss: 0.0312382 | Time: 1708.76 ms
[2022-04-03 09:21:48 main:574] : INFO : Epoch 1791 | loss: 0.031236 | val_loss: 0.0312351 | Time: 1695.26 ms
[2022-04-03 09:21:49 main:574] : INFO : Epoch 1792 | loss: 0.0312349 | val_loss: 0.0312348 | Time: 1676.21 ms
[2022-04-03 09:21:51 main:574] : INFO : Epoch 1793 | loss: 0.0312347 | val_loss: 0.031235 | Time: 1694.26 ms
[2022-04-03 09:21:53 main:574] : INFO : Epoch 1794 | loss: 0.0312349 | val_loss: 0.031235 | Time: 1705.17 ms
[2022-04-03 09:21:54 main:574] : INFO : Epoch 1795 | loss: 0.0312349 | val_loss: 0.0312365 | Time: 1698.4 ms
[2022-04-03 09:21:56 main:574] : INFO : Epoch 1796 | loss: 0.0312355 | val_loss: 0.0312349 | Time: 1698.15 ms
[2022-04-03 09:21:58 main:574] : INFO : Epoch 1797 | loss: 0.0312351 | val_loss: 0.0312369 | Time: 1691.74 ms
[2022-04-03 09:22:00 main:574] : INFO : Epoch 1798 | loss: 0.0312351 | val_loss: 0.0312354 | Time: 1709.81 ms
[2022-04-03 09:22:01 main:574] : INFO : Epoch 1799 | loss: 0.031235 | val_loss: 0.0312375 | Time: 1695.84 ms
[2022-04-03 09:22:03 main:574] : INFO : Epoch 1800 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 1681.83 ms
[2022-04-03 09:22:05 main:574] : INFO : Epoch 1801 | loss: 0.0312373 | val_loss: 0.0312353 | Time: 1684.01 ms
[2022-04-03 09:22:06 main:574] : INFO : Epoch 1802 | loss: 0.0312365 | val_loss: 0.0312365 | Time: 1733.8 ms
[2022-04-03 09:22:08 main:574] : INFO : Epoch 1803 | loss: 0.0312373 | val_loss: 0.0312353 | Time: 1691.15 ms
[2022-04-03 09:22:10 main:574] : INFO : Epoch 1804 | loss: 0.0312375 | val_loss: 0.0312352 | Time: 1692.97 ms
[2022-04-03 09:22:11 main:574] : INFO : Epoch 1805 | loss: 0.031238 | val_loss: 0.0312365 | Time: 1689.7 ms
[2022-04-03 09:22:13 main:574] : INFO : Epoch 1806 | loss: 0.0312374 | val_loss: 0.0312345 | Time: 1688.69 ms
[2022-04-03 09:22:15 main:574] : INFO : Epoch 1807 | loss: 0.0312359 | val_loss: 0.0312345 | Time: 1697.68 ms
[2022-04-03 09:22:17 main:574] : INFO : Epoch 1808 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 1689.47 ms
[2022-04-03 09:22:18 main:574] : INFO : Epoch 1809 | loss: 0.0312359 | val_loss: 0.0312352 | Time: 1679.03 ms
[2022-04-03 09:22:20 main:574] : INFO : Epoch 1810 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 1707.23 ms
[2022-04-03 09:22:22 main:574] : INFO : Epoch 1811 | loss: 0.0312358 | val_loss: 0.0312345 | Time: 1695.46 ms
[2022-04-03 09:22:23 main:574] : INFO : Epoch 1812 | loss: 0.0312362 | val_loss: 0.031234 | Time: 1682.19 ms
[2022-04-03 09:22:25 main:574] : INFO : Epoch 1813 | loss: 0.0312395 | val_loss: 0.0312391 | Time: 1680.6 ms
[2022-04-03 09:22:27 main:574] : INFO : Epoch 1814 | loss: 0.0312379 | val_loss: 0.0312365 | Time: 1686.73 ms
[2022-04-03 09:22:28 main:574] : INFO : Epoch 1815 | loss: 0.0312363 | val_loss: 0.0312366 | Time: 1690.19 ms
[2022-04-03 09:22:30 main:574] : INFO : Epoch 1816 | loss: 0.031237 | val_loss: 0.0312384 | Time: 1694.35 ms
[2022-04-03 09:22:32 main:574] : INFO : Epoch 1817 | loss: 0.0312367 | val_loss: 0.0312346 | Time: 1680.8 ms
[2022-04-03 09:22:33 main:574] : INFO : Epoch 1818 | loss: 0.0312363 | val_loss: 0.0312344 | Time: 1691.99 ms
[2022-04-03 09:22:35 main:574] : INFO : Epoch 1819 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 1712.87 ms
[2022-04-03 09:22:37 main:574] : INFO : Epoch 1820 | loss: 0.0312362 | val_loss: 0.0312363 | Time: 1687.22 ms
[2022-04-03 09:22:39 main:574] : INFO : Epoch 1821 | loss: 0.031237 | val_loss: 0.031236 | Time: 1702.08 ms
[2022-04-03 09:22:40 main:574] : INFO : Epoch 1822 | loss: 0.0312378 | val_loss: 0.0312367 | Time: 1700.32 ms
[2022-04-03 09:22:42 main:574] : INFO : Epoch 1823 | loss: 0.0312373 | val_loss: 0.0312335 | Time: 1702.55 ms
[2022-04-03 09:22:44 main:574] : INFO : Epoch 1824 | loss: 0.0312365 | val_loss: 0.0312336 | Time: 1687.99 ms
[2022-04-03 09:22:45 main:574] : INFO : Epoch 1825 | loss: 0.0312363 | val_loss: 0.0312337 | Time: 1695.64 ms
[2022-04-03 09:22:47 main:574] : INFO : Epoch 1826 | loss: 0.0312352 | val_loss: 0.0312341 | Time: 1694.45 ms
[2022-04-03 09:22:49 main:574] : INFO : Epoch 1827 | loss: 0.0312361 | val_loss: 0.0312351 | Time: 1723.38 ms
[2022-04-03 09:22:51 main:574] : INFO : Epoch 1828 | loss: 0.0312362 | val_loss: 0.0312382 | Time: 1708.07 ms
[2022-04-03 09:22:52 main:574] : INFO : Epoch 1829 | loss: 0.0312365 | val_loss: 0.0312347 | Time: 1690.33 ms
[2022-04-03 09:22:54 main:574] : INFO : Epoch 1830 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 1688.28 ms
[2022-04-03 09:22:56 main:574] : INFO : Epoch 1831 | loss: 0.0312353 | val_loss: 0.0312338 | Time: 1694.85 ms
[2022-04-03 09:22:57 main:574] : INFO : Epoch 1832 | loss: 0.0312347 | val_loss: 0.0312345 | Time: 1689.13 ms
[2022-04-03 09:22:59 main:574] : INFO : Epoch 1833 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 1706.55 ms
[2022-04-03 09:23:01 main:574] : INFO : Epoch 1834 | loss: 0.0312355 | val_loss: 0.0312352 | Time: 1691.95 ms
[2022-04-03 09:23:02 main:574] : INFO : Epoch 1835 | loss: 0.0312365 | val_loss: 0.0312344 | Time: 1729.57 ms
[2022-04-03 09:23:04 main:574] : INFO : Epoch 1836 | loss: 0.0312349 | val_loss: 0.0312348 | Time: 1703.3 ms
[2022-04-03 09:23:06 main:574] : INFO : Epoch 1837 | loss: 0.0312352 | val_loss: 0.0312339 | Time: 1684.59 ms
[2022-04-03 09:23:08 main:574] : INFO : Epoch 1838 | loss: 0.0312349 | val_loss: 0.0312343 | Time: 1703.21 ms
[2022-04-03 09:23:09 main:574] : INFO : Epoch 1839 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 1693.94 ms
[2022-04-03 09:23:11 main:574] : INFO : Epoch 1840 | loss: 0.0312346 | val_loss: 0.0312331 | Time: 1711.1 ms
[2022-04-03 09:23:13 main:574] : INFO : Epoch 1841 | loss: 0.0312351 | val_loss: 0.0312381 | Time: 1692.5 ms
[2022-04-03 09:23:14 main:574] : INFO : Epoch 1842 | loss: 0.0312364 | val_loss: 0.031234 | Time: 1696.1 ms
[2022-04-03 09:23:16 main:574] : INFO : Epoch 1843 | loss: 0.0312352 | val_loss: 0.0312335 | Time: 1695.32 ms
[2022-04-03 09:23:18 main:574] : INFO : Epoch 1844 | loss: 0.0312349 | val_loss: 0.0312333 | Time: 1681.87 ms
[2022-04-03 09:23:19 main:574] : INFO : Epoch 1845 | loss: 0.031237 | val_loss: 0.0312359 | Time: 1685.52 ms
[2022-04-03 09:23:21 main:574] : INFO : Epoch 1846 | loss: 0.0312368 | val_loss: 0.0312352 | Time: 1685.46 ms
[2022-04-03 09:23:23 main:574] : INFO : Epoch 1847 | loss: 0.0312351 | val_loss: 0.0312362 | Time: 1726.62 ms
[2022-04-03 09:23:25 main:574] : INFO : Epoch 1848 | loss: 0.0312358 | val_loss: 0.0312344 | Time: 1718.34 ms
[2022-04-03 09:23:26 main:574] : INFO : Epoch 1849 | loss: 0.0312352 | val_loss: 0.0312328 | Time: 1705.44 ms
[2022-04-03 09:23:28 main:574] : INFO : Epoch 1850 | loss: 0.0312358 | val_loss: 0.031234 | Time: 1689.38 ms
[2022-04-03 09:23:30 main:574] : INFO : Epoch 1851 | loss: 0.0312359 | val_loss: 0.0312339 | Time: 1693.34 ms
[2022-04-03 09:23:31 main:574] : INFO : Epoch 1852 | loss: 0.0312356 | val_loss: 0.0312359 | Time: 1694.39 ms
[2022-04-03 09:23:33 main:574] : INFO : Epoch 1853 | loss: 0.0312348 | val_loss: 0.0312345 | Time: 1718.46 ms
[2022-04-03 09:23:35 main:574] : INFO : Epoch 1854 | loss: 0.0312347 | val_loss: 0.0312324 | Time: 1731.53 ms
[2022-04-03 09:23:37 main:574] : INFO : Epoch 1855 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 1699.97 ms
[2022-04-03 09:23:38 main:574] : INFO : Epoch 1856 | loss: 0.0312341 | val_loss: 0.0312337 | Time: 1692.39 ms
[2022-04-03 09:23:40 main:574] : INFO : Epoch 1857 | loss: 0.0312374 | val_loss: 0.0312351 | Time: 1699.58 ms
[2022-04-03 09:23:42 main:574] : INFO : Epoch 1858 | loss: 0.0312348 | val_loss: 0.0312334 | Time: 1704.3 ms
[2022-04-03 09:23:43 main:574] : INFO : Epoch 1859 | loss: 0.0312339 | val_loss: 0.0312336 | Time: 1732.48 ms
[2022-04-03 09:23:45 main:574] : INFO : Epoch 1860 | loss: 0.0312348 | val_loss: 0.0312357 | Time: 1709.89 ms
[2022-04-03 09:23:47 main:574] : INFO : Epoch 1861 | loss: 0.0312351 | val_loss: 0.0312357 | Time: 1700.68 ms
[2022-04-03 09:23:49 main:574] : INFO : Epoch 1862 | loss: 0.0312353 | val_loss: 0.031234 | Time: 1699.88 ms
[2022-04-03 09:23:50 main:574] : INFO : Epoch 1863 | loss: 0.0312347 | val_loss: 0.0312342 | Time: 1689.94 ms
[2022-04-03 09:23:52 main:574] : INFO : Epoch 1864 | loss: 0.0312356 | val_loss: 0.03124 | Time: 1682.29 ms
[2022-04-03 09:23:54 main:574] : INFO : Epoch 1865 | loss: 0.0312371 | val_loss: 0.0312337 | Time: 1713.33 ms
[2022-04-03 09:23:55 main:574] : INFO : Epoch 1866 | loss: 0.0312349 | val_loss: 0.0312336 | Time: 1690.65 ms
[2022-04-03 09:23:57 main:574] : INFO : Epoch 1867 | loss: 0.0312344 | val_loss: 0.031235 | Time: 1705.73 ms
[2022-04-03 09:23:59 main:574] : INFO : Epoch 1868 | loss: 0.0312347 | val_loss: 0.0312339 | Time: 1725.87 ms
[2022-04-03 09:24:01 main:574] : INFO : Epoch 1869 | loss: 0.0312342 | val_loss: 0.0312336 | Time: 1704.19 ms
[2022-04-03 09:24:02 main:574] : INFO : Epoch 1870 | loss: 0.0312349 | val_loss: 0.0312418 | Time: 1686.12 ms
[2022-04-03 09:24:04 main:574] : INFO : Epoch 1871 | loss: 0.031236 | val_loss: 0.0312345 | Time: 1705.59 ms
[2022-04-03 09:24:06 main:574] : INFO : Epoch 1872 | loss: 0.0312342 | val_loss: 0.0312341 | Time: 1694.95 ms
[2022-04-03 09:24:07 main:574] : INFO : Epoch 1873 | loss: 0.0312338 | val_loss: 0.0312336 | Time: 1706.81 ms
[2022-04-03 09:24:09 main:574] : INFO : Epoch 1874 | loss: 0.0312349 | val_loss: 0.0312339 | Time: 1717.24 ms
[2022-04-03 09:24:11 main:574] : INFO : Epoch 1875 | loss: 0.0312367 | val_loss: 0.0312339 | Time: 1694.74 ms
[2022-04-03 09:24:13 main:574] : INFO : Epoch 1876 | loss: 0.031235 | val_loss: 0.0312351 | Time: 1703.76 ms
[2022-04-03 09:24:14 main:574] : INFO : Epoch 1877 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 1699.71 ms
[2022-04-03 09:24:16 main:574] : INFO : Epoch 1878 | loss: 0.0312353 | val_loss: 0.031233 | Time: 1697.15 ms
[2022-04-03 09:24:18 main:574] : INFO : Epoch 1879 | loss: 0.0312337 | val_loss: 0.0312332 | Time: 1697.47 ms
[2022-04-03 09:24:19 main:574] : INFO : Epoch 1880 | loss: 0.0312371 | val_loss: 0.0312356 | Time: 1716.93 ms
[2022-04-03 09:24:21 main:574] : INFO : Epoch 1881 | loss: 0.0312347 | val_loss: 0.0312346 | Time: 1709.93 ms
[2022-04-03 09:24:23 main:574] : INFO : Epoch 1882 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 1707.97 ms
[2022-04-03 09:24:25 main:574] : INFO : Epoch 1883 | loss: 0.0312335 | val_loss: 0.0312346 | Time: 1702.55 ms
[2022-04-03 09:24:26 main:574] : INFO : Epoch 1884 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 1689.53 ms
[2022-04-03 09:24:28 main:574] : INFO : Epoch 1885 | loss: 0.0312334 | val_loss: 0.0312326 | Time: 1708.12 ms
[2022-04-03 09:24:30 main:574] : INFO : Epoch 1886 | loss: 0.0312329 | val_loss: 0.0312327 | Time: 1692.29 ms
[2022-04-03 09:24:31 main:574] : INFO : Epoch 1887 | loss: 0.0312324 | val_loss: 0.0312323 | Time: 1710.81 ms
[2022-04-03 09:24:33 main:574] : INFO : Epoch 1888 | loss: 0.0312339 | val_loss: 0.0312377 | Time: 1689.8 ms
[2022-04-03 09:24:35 main:574] : INFO : Epoch 1889 | loss: 0.0312348 | val_loss: 0.0312333 | Time: 1708.69 ms
[2022-04-03 09:24:36 main:574] : INFO : Epoch 1890 | loss: 0.0312346 | val_loss: 0.0312354 | Time: 1687.23 ms
[2022-04-03 09:24:38 main:574] : INFO : Epoch 1891 | loss: 0.031234 | val_loss: 0.0312332 | Time: 1690.17 ms
[2022-04-03 09:24:40 main:574] : INFO : Epoch 1892 | loss: 0.0312333 | val_loss: 0.0312326 | Time: 1697.46 ms
[2022-04-03 09:24:42 main:574] : INFO : Epoch 1893 | loss: 0.0312346 | val_loss: 0.0312332 | Time: 1698.68 ms
[2022-04-03 09:24:43 main:574] : INFO : Epoch 1894 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 1692.34 ms
[2022-04-03 09:24:45 main:574] : INFO : Epoch 1895 | loss: 0.031233 | val_loss: 0.0312359 | Time: 1705.98 ms
[2022-04-03 09:24:47 main:574] : INFO : Epoch 1896 | loss: 0.0312374 | val_loss: 0.0312366 | Time: 1715.63 ms
[2022-04-03 09:24:48 main:574] : INFO : Epoch 1897 | loss: 0.0312343 | val_loss: 0.0312331 | Time: 1691.41 ms
[2022-04-03 09:24:50 main:574] : INFO : Epoch 1898 | loss: 0.0312328 | val_loss: 0.0312329 | Time: 1691.13 ms
[2022-04-03 09:24:52 main:574] : INFO : Epoch 1899 | loss: 0.0312322 | val_loss: 0.0312327 | Time: 1699.87 ms
[2022-04-03 09:24:53 main:574] : INFO : Epoch 1900 | loss: 0.031232 | val_loss: 0.0312333 | Time: 1696.09 ms
[2022-04-03 09:24:55 main:574] : INFO : Epoch 1901 | loss: 0.0312338 | val_loss: 0.0312326 | Time: 1694.85 ms
[2022-04-03 09:24:57 main:574] : INFO : Epoch 1902 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 1725.11 ms
[2022-04-03 09:24:59 main:574] : INFO : Epoch 1903 | loss: 0.031232 | val_loss: 0.0312325 | Time: 1697.41 ms
[2022-04-03 09:25:00 main:574] : INFO : Epoch 1904 | loss: 0.0312322 | val_loss: 0.0312326 | Time: 1670.13 ms
[2022-04-03 09:25:02 main:574] : INFO : Epoch 1905 | loss: 0.0312324 | val_loss: 0.0312327 | Time: 1692.77 ms
[2022-04-03 09:25:04 main:574] : INFO : Epoch 1906 | loss: 0.0312336 | val_loss: 0.0312358 | Time: 1699.97 ms
[2022-04-03 09:25:05 main:574] : INFO : Epoch 1907 | loss: 0.031233 | val_loss: 0.0312326 | Time: 1721.04 ms
[2022-04-03 09:25:07 main:574] : INFO : Epoch 1908 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 1700.87 ms
[2022-04-03 09:25:09 main:574] : INFO : Epoch 1909 | loss: 0.0312323 | val_loss: 0.0312334 | Time: 1705.16 ms
[2022-04-03 09:25:11 main:574] : INFO : Epoch 1910 | loss: 0.0312351 | val_loss: 0.0312319 | Time: 1688.19 ms
[2022-04-03 09:25:12 main:574] : INFO : Epoch 1911 | loss: 0.0312349 | val_loss: 0.0312333 | Time: 1681.82 ms
[2022-04-03 09:25:14 main:574] : INFO : Epoch 1912 | loss: 0.0312325 | val_loss: 0.0312323 | Time: 1705 ms
[2022-04-03 09:25:16 main:574] : INFO : Epoch 1913 | loss: 0.0312335 | val_loss: 0.0312317 | Time: 1696.76 ms
[2022-04-03 09:25:17 main:574] : INFO : Epoch 1914 | loss: 0.0312325 | val_loss: 0.0312316 | Time: 1710.4 ms
[2022-04-03 09:25:19 main:574] : INFO : Epoch 1915 | loss: 0.0312319 | val_loss: 0.0312332 | Time: 1694.92 ms
[2022-04-03 09:25:21 main:574] : INFO : Epoch 1916 | loss: 0.0312317 | val_loss: 0.0312315 | Time: 1695.33 ms
[2022-04-03 09:25:22 main:574] : INFO : Epoch 1917 | loss: 0.0312346 | val_loss: 0.0312314 | Time: 1694.53 ms
[2022-04-03 09:25:24 main:574] : INFO : Epoch 1918 | loss: 0.031232 | val_loss: 0.0312318 | Time: 1685.85 ms
[2022-04-03 09:25:26 main:574] : INFO : Epoch 1919 | loss: 0.0312321 | val_loss: 0.0312357 | Time: 1690.58 ms
[2022-04-03 09:25:28 main:574] : INFO : Epoch 1920 | loss: 0.0312335 | val_loss: 0.0312322 | Time: 1717.31 ms
[2022-04-03 09:25:29 main:574] : INFO : Epoch 1921 | loss: 0.0312315 | val_loss: 0.0312309 | Time: 1700.43 ms
[2022-04-03 09:25:31 main:574] : INFO : Epoch 1922 | loss: 0.0312319 | val_loss: 0.0312308 | Time: 1692.54 ms
[2022-04-03 09:25:33 main:574] : INFO : Epoch 1923 | loss: 0.0312314 | val_loss: 0.0312309 | Time: 1690.58 ms
[2022-04-03 09:25:34 main:574] : INFO : Epoch 1924 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 1695.55 ms
[2022-04-03 09:25:36 main:574] : INFO : Epoch 1925 | loss: 0.0312323 | val_loss: 0.031232 | Time: 1692.66 ms
[2022-04-03 09:25:38 main:574] : INFO : Epoch 1926 | loss: 0.0312308 | val_loss: 0.0312334 | Time: 1698.87 ms
[2022-04-03 09:25:39 main:574] : INFO : Epoch 1927 | loss: 0.0312318 | val_loss: 0.0312336 | Time: 1705.52 ms
[2022-04-03 09:25:41 main:574] : INFO : Epoch 1928 | loss: 0.0312351 | val_loss: 0.031235 | Time: 1685.99 ms
[2022-04-03 09:25:43 main:574] : INFO : Epoch 1929 | loss: 0.0312366 | val_loss: 0.0312366 | Time: 1692.82 ms
[2022-04-03 09:25:45 main:574] : INFO : Epoch 1930 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 1693.04 ms
[2022-04-03 09:25:46 main:574] : INFO : Epoch 1931 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 1699.98 ms
[2022-04-03 09:25:48 main:574] : INFO : Epoch 1932 | loss: 0.031237 | val_loss: 0.0312386 | Time: 1701.37 ms
[2022-04-03 09:25:50 main:574] : INFO : Epoch 1933 | loss: 0.0312365 | val_loss: 0.0312394 | Time: 1710.34 ms
[2022-04-03 09:25:51 main:574] : INFO : Epoch 1934 | loss: 0.0312371 | val_loss: 0.031236 | Time: 1698.76 ms
[2022-04-03 09:25:53 main:574] : INFO : Epoch 1935 | loss: 0.031237 | val_loss: 0.031236 | Time: 1676.7 ms
[2022-04-03 09:25:55 main:574] : INFO : Epoch 1936 | loss: 0.0312365 | val_loss: 0.0312396 | Time: 1696.87 ms
[2022-04-03 09:25:56 main:574] : INFO : Epoch 1937 | loss: 0.0312381 | val_loss: 0.0312373 | Time: 1712.6 ms
[2022-04-03 09:25:58 main:574] : INFO : Epoch 1938 | loss: 0.0312354 | val_loss: 0.0312364 | Time: 1701.67 ms
[2022-04-03 09:26:00 main:574] : INFO : Epoch 1939 | loss: 0.0312361 | val_loss: 0.0312382 | Time: 1703.24 ms
[2022-04-03 09:26:02 main:574] : INFO : Epoch 1940 | loss: 0.0312372 | val_loss: 0.0312408 | Time: 1707.98 ms
[2022-04-03 09:26:03 main:574] : INFO : Epoch 1941 | loss: 0.0312366 | val_loss: 0.0312357 | Time: 1714.43 ms
[2022-04-03 09:26:05 main:574] : INFO : Epoch 1942 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 1690.55 ms
[2022-04-03 09:26:07 main:574] : INFO : Epoch 1943 | loss: 0.0312365 | val_loss: 0.0312362 | Time: 1696.5 ms
[2022-04-03 09:26:08 main:574] : INFO : Epoch 1944 | loss: 0.0312358 | val_loss: 0.0312375 | Time: 1702.09 ms
[2022-04-03 09:26:10 main:574] : INFO : Epoch 1945 | loss: 0.0312371 | val_loss: 0.0312368 | Time: 1716.68 ms
[2022-04-03 09:26:12 main:574] : INFO : Epoch 1946 | loss: 0.0312369 | val_loss: 0.031238 | Time: 1695.09 ms
[2022-04-03 09:26:14 main:574] : INFO : Epoch 1947 | loss: 0.0312368 | val_loss: 0.0312384 | Time: 1713.08 ms
[2022-04-03 09:26:15 main:574] : INFO : Epoch 1948 | loss: 0.0312351 | val_loss: 0.0312356 | Time: 1686 ms
[2022-04-03 09:26:17 main:574] : INFO : Epoch 1949 | loss: 0.0312346 | val_loss: 0.031235 | Time: 1688.72 ms
[2022-04-03 09:26:19 main:574] : INFO : Epoch 1950 | loss: 0.0312347 | val_loss: 0.03124 | Time: 1688.17 ms
[2022-04-03 09:26:20 main:574] : INFO : Epoch 1951 | loss: 0.0312361 | val_loss: 0.031233 | Time: 1696.6 ms
[2022-04-03 09:26:22 main:574] : INFO : Epoch 1952 | loss: 0.0312373 | val_loss: 0.0312398 | Time: 1709.62 ms
[2022-04-03 09:26:24 main:574] : INFO : Epoch 1953 | loss: 0.0312362 | val_loss: 0.0312326 | Time: 1704.45 ms
[2022-04-03 09:26:25 main:574] : INFO : Epoch 1954 | loss: 0.0312347 | val_loss: 0.0312323 | Time: 1681.35 ms
[2022-04-03 09:26:27 main:574] : INFO : Epoch 1955 | loss: 0.0312333 | val_loss: 0.0312342 | Time: 1713.28 ms
[2022-04-03 09:26:29 main:574] : INFO : Epoch 1956 | loss: 0.0312348 | val_loss: 0.0312333 | Time: 1705.93 ms
[2022-04-03 09:26:31 main:574] : INFO : Epoch 1957 | loss: 0.0312337 | val_loss: 0.0312344 | Time: 1685.68 ms
[2022-04-03 09:26:32 main:574] : INFO : Epoch 1958 | loss: 0.0312343 | val_loss: 0.0312323 | Time: 1705.46 ms
[2022-04-03 09:26:34 main:574] : INFO : Epoch 1959 | loss: 0.0312328 | val_loss: 0.0312321 | Time: 1723.04 ms
[2022-04-03 09:26:36 main:574] : INFO : Epoch 1960 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1708.85 ms
[2022-04-03 09:26:37 main:574] : INFO : Epoch 1961 | loss: 0.0312341 | val_loss: 0.0312325 | Time: 1699.89 ms
[2022-04-03 09:26:39 main:574] : INFO : Epoch 1962 | loss: 0.0312321 | val_loss: 0.0312338 | Time: 1699.58 ms
[2022-04-03 09:26:41 main:574] : INFO : Epoch 1963 | loss: 0.031234 | val_loss: 0.0312321 | Time: 1678.51 ms
[2022-04-03 09:26:42 main:574] : INFO : Epoch 1964 | loss: 0.0312325 | val_loss: 0.031233 | Time: 1679.79 ms
[2022-04-03 09:26:44 main:574] : INFO : Epoch 1965 | loss: 0.0312321 | val_loss: 0.0312331 | Time: 1720.94 ms
[2022-04-03 09:26:46 main:574] : INFO : Epoch 1966 | loss: 0.0312319 | val_loss: 0.0312329 | Time: 1714.13 ms
[2022-04-03 09:26:48 main:574] : INFO : Epoch 1967 | loss: 0.0312315 | val_loss: 0.0312316 | Time: 1697.86 ms
[2022-04-03 09:26:49 main:574] : INFO : Epoch 1968 | loss: 0.0312318 | val_loss: 0.0312334 | Time: 1692.62 ms
[2022-04-03 09:26:51 main:574] : INFO : Epoch 1969 | loss: 0.0312325 | val_loss: 0.031235 | Time: 1703.97 ms
[2022-04-03 09:26:53 main:574] : INFO : Epoch 1970 | loss: 0.031232 | val_loss: 0.0312312 | Time: 1690.61 ms
[2022-04-03 09:26:54 main:574] : INFO : Epoch 1971 | loss: 0.0312324 | val_loss: 0.0312313 | Time: 1690.11 ms
[2022-04-03 09:26:56 main:574] : INFO : Epoch 1972 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 1699.01 ms
[2022-04-03 09:26:58 main:574] : INFO : Epoch 1973 | loss: 0.0312316 | val_loss: 0.0312319 | Time: 1718.93 ms
[2022-04-03 09:27:00 main:574] : INFO : Epoch 1974 | loss: 0.0312313 | val_loss: 0.0312328 | Time: 1702.52 ms
[2022-04-03 09:27:01 main:574] : INFO : Epoch 1975 | loss: 0.0312324 | val_loss: 0.0312395 | Time: 1707.17 ms
[2022-04-03 09:27:03 main:574] : INFO : Epoch 1976 | loss: 0.0312357 | val_loss: 0.0312347 | Time: 1699.29 ms
[2022-04-03 09:27:05 main:574] : INFO : Epoch 1977 | loss: 0.0312329 | val_loss: 0.0312341 | Time: 1686.53 ms
[2022-04-03 09:27:06 main:574] : INFO : Epoch 1978 | loss: 0.0312322 | val_loss: 0.031234 | Time: 1701.72 ms
[2022-04-03 09:27:08 main:574] : INFO : Epoch 1979 | loss: 0.0312321 | val_loss: 0.0312346 | Time: 1709.19 ms
[2022-04-03 09:27:10 main:574] : INFO : Epoch 1980 | loss: 0.0312322 | val_loss: 0.0312339 | Time: 1699.9 ms
[2022-04-03 09:27:11 main:574] : INFO : Epoch 1981 | loss: 0.0312333 | val_loss: 0.0312356 | Time: 1699.35 ms
[2022-04-03 09:27:13 main:574] : INFO : Epoch 1982 | loss: 0.0312314 | val_loss: 0.0312336 | Time: 1704.06 ms
[2022-04-03 09:27:15 main:574] : INFO : Epoch 1983 | loss: 0.0312318 | val_loss: 0.0312341 | Time: 1699.72 ms
[2022-04-03 09:27:17 main:574] : INFO : Epoch 1984 | loss: 0.031232 | val_loss: 0.0312339 | Time: 1712.13 ms
[2022-04-03 09:27:18 main:574] : INFO : Epoch 1985 | loss: 0.0312317 | val_loss: 0.0312333 | Time: 1700.18 ms
[2022-04-03 09:27:20 main:574] : INFO : Epoch 1986 | loss: 0.0312322 | val_loss: 0.0312335 | Time: 1704.29 ms
[2022-04-03 09:27:22 main:574] : INFO : Epoch 1987 | loss: 0.0312329 | val_loss: 0.0312362 | Time: 1700.07 ms
[2022-04-03 09:27:23 main:574] : INFO : Epoch 1988 | loss: 0.0312307 | val_loss: 0.031233 | Time: 1696.42 ms
[2022-04-03 09:27:25 main:574] : INFO : Epoch 1989 | loss: 0.0312312 | val_loss: 0.0312331 | Time: 1691.65 ms
[2022-04-03 09:27:27 main:574] : INFO : Epoch 1990 | loss: 0.0312308 | val_loss: 0.0312329 | Time: 1700.52 ms
[2022-04-03 09:27:29 main:574] : INFO : Epoch 1991 | loss: 0.0312312 | val_loss: 0.0312378 | Time: 1709.05 ms
[2022-04-03 09:27:30 main:574] : INFO : Epoch 1992 | loss: 0.0312313 | val_loss: 0.0312319 | Time: 1713.13 ms
[2022-04-03 09:27:32 main:574] : INFO : Epoch 1993 | loss: 0.0312295 | val_loss: 0.0312331 | Time: 1714.59 ms
[2022-04-03 09:27:34 main:574] : INFO : Epoch 1994 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 1691.46 ms
[2022-04-03 09:27:35 main:574] : INFO : Epoch 1995 | loss: 0.0312307 | val_loss: 0.0312316 | Time: 1683.77 ms
[2022-04-03 09:27:37 main:574] : INFO : Epoch 1996 | loss: 0.0312328 | val_loss: 0.0312305 | Time: 1695.05 ms
[2022-04-03 09:27:39 main:574] : INFO : Epoch 1997 | loss: 0.0312312 | val_loss: 0.031235 | Time: 1690.02 ms
[2022-04-03 09:27:40 main:574] : INFO : Epoch 1998 | loss: 0.0312323 | val_loss: 0.0312318 | Time: 1706.93 ms
[2022-04-03 09:27:42 main:574] : INFO : Epoch 1999 | loss: 0.0312314 | val_loss: 0.0312312 | Time: 1709 ms
[2022-04-03 09:27:44 main:574] : INFO : Epoch 2000 | loss: 0.0312331 | val_loss: 0.0312325 | Time: 1697.45 ms
[2022-04-03 09:27:46 main:574] : INFO : Epoch 2001 | loss: 0.031235 | val_loss: 0.0312326 | Time: 1706.77 ms
[2022-04-03 09:27:47 main:574] : INFO : Epoch 2002 | loss: 0.0312356 | val_loss: 0.0312361 | Time: 1686.04 ms
[2022-04-03 09:27:49 main:574] : INFO : Epoch 2003 | loss: 0.0312362 | val_loss: 0.0312326 | Time: 1690.9 ms
[2022-04-03 09:27:51 main:574] : INFO : Epoch 2004 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 1695.12 ms
[2022-04-03 09:27:52 main:574] : INFO : Epoch 2005 | loss: 0.0312339 | val_loss: 0.0312334 | Time: 1706.4 ms
[2022-04-03 09:27:54 main:574] : INFO : Epoch 2006 | loss: 0.0312332 | val_loss: 0.0312356 | Time: 1714.93 ms
[2022-04-03 09:27:56 main:574] : INFO : Epoch 2007 | loss: 0.0312346 | val_loss: 0.0312319 | Time: 1693.22 ms
[2022-04-03 09:27:58 main:574] : INFO : Epoch 2008 | loss: 0.0312342 | val_loss: 0.0312378 | Time: 1710.97 ms
[2022-04-03 09:27:59 main:574] : INFO : Epoch 2009 | loss: 0.0312367 | val_loss: 0.0312353 | Time: 1699.38 ms
[2022-04-03 09:28:01 main:574] : INFO : Epoch 2010 | loss: 0.0312366 | val_loss: 0.0312337 | Time: 1696.24 ms
[2022-04-03 09:28:03 main:574] : INFO : Epoch 2011 | loss: 0.0312338 | val_loss: 0.0312366 | Time: 1698.25 ms
[2022-04-03 09:28:04 main:574] : INFO : Epoch 2012 | loss: 0.0312348 | val_loss: 0.0312391 | Time: 1702.86 ms
[2022-04-03 09:28:06 main:574] : INFO : Epoch 2013 | loss: 0.0312338 | val_loss: 0.0312332 | Time: 1696.86 ms
[2022-04-03 09:28:08 main:574] : INFO : Epoch 2014 | loss: 0.0312344 | val_loss: 0.0312349 | Time: 1698.42 ms
[2022-04-03 09:28:09 main:574] : INFO : Epoch 2015 | loss: 0.0312324 | val_loss: 0.0312329 | Time: 1681.41 ms
[2022-04-03 09:28:11 main:574] : INFO : Epoch 2016 | loss: 0.0312319 | val_loss: 0.0312342 | Time: 1690.13 ms
[2022-04-03 09:28:13 main:574] : INFO : Epoch 2017 | loss: 0.0312336 | val_loss: 0.0312324 | Time: 1702.01 ms
[2022-04-03 09:28:15 main:574] : INFO : Epoch 2018 | loss: 0.0312319 | val_loss: 0.0312313 | Time: 1704.06 ms
[2022-04-03 09:28:16 main:574] : INFO : Epoch 2019 | loss: 0.0312312 | val_loss: 0.0312318 | Time: 1719.75 ms
[2022-04-03 09:28:18 main:574] : INFO : Epoch 2020 | loss: 0.0312313 | val_loss: 0.0312326 | Time: 1683.93 ms
[2022-04-03 09:28:20 main:574] : INFO : Epoch 2021 | loss: 0.0312312 | val_loss: 0.0312336 | Time: 1688.04 ms
[2022-04-03 09:28:21 main:574] : INFO : Epoch 2022 | loss: 0.0312315 | val_loss: 0.0312309 | Time: 1703.83 ms
[2022-04-03 09:28:23 main:574] : INFO : Epoch 2023 | loss: 0.031231 | val_loss: 0.0312339 | Time: 1710.34 ms
[2022-04-03 09:28:25 main:574] : INFO : Epoch 2024 | loss: 0.0312327 | val_loss: 0.0312341 | Time: 1688.46 ms
[2022-04-03 09:28:26 main:574] : INFO : Epoch 2025 | loss: 0.0312321 | val_loss: 0.0312322 | Time: 1730.99 ms
[2022-04-03 09:28:28 main:574] : INFO : Epoch 2026 | loss: 0.0312308 | val_loss: 0.0312314 | Time: 1685.04 ms
[2022-04-03 09:28:30 main:574] : INFO : Epoch 2027 | loss: 0.03123 | val_loss: 0.0312321 | Time: 1697.38 ms
[2022-04-03 09:28:32 main:574] : INFO : Epoch 2028 | loss: 0.0312311 | val_loss: 0.0312319 | Time: 1692.2 ms
[2022-04-03 09:28:33 main:574] : INFO : Epoch 2029 | loss: 0.0312349 | val_loss: 0.0312324 | Time: 1697.04 ms
[2022-04-03 09:28:35 main:574] : INFO : Epoch 2030 | loss: 0.0312338 | val_loss: 0.0312324 | Time: 1705 ms
[2022-04-03 09:28:37 main:574] : INFO : Epoch 2031 | loss: 0.0312328 | val_loss: 0.0312322 | Time: 1722.8 ms
[2022-04-03 09:28:38 main:574] : INFO : Epoch 2032 | loss: 0.0312309 | val_loss: 0.0312308 | Time: 1684.35 ms
[2022-04-03 09:28:40 main:574] : INFO : Epoch 2033 | loss: 0.0312304 | val_loss: 0.0312305 | Time: 1709.5 ms
[2022-04-03 09:28:42 main:574] : INFO : Epoch 2034 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 1698.33 ms
[2022-04-03 09:28:44 main:574] : INFO : Epoch 2035 | loss: 0.031231 | val_loss: 0.0312309 | Time: 1688.19 ms
[2022-04-03 09:28:45 main:574] : INFO : Epoch 2036 | loss: 0.0312318 | val_loss: 0.0312312 | Time: 1693.49 ms
[2022-04-03 09:28:47 main:574] : INFO : Epoch 2037 | loss: 0.0312307 | val_loss: 0.0312293 | Time: 1695.44 ms
[2022-04-03 09:28:49 main:574] : INFO : Epoch 2038 | loss: 0.0312294 | val_loss: 0.0312307 | Time: 1692.52 ms
[2022-04-03 09:28:50 main:574] : INFO : Epoch 2039 | loss: 0.0312313 | val_loss: 0.031232 | Time: 1700.78 ms
[2022-04-03 09:28:52 main:574] : INFO : Epoch 2040 | loss: 0.0312325 | val_loss: 0.0312321 | Time: 1703.03 ms
[2022-04-03 09:28:54 main:574] : INFO : Epoch 2041 | loss: 0.0312317 | val_loss: 0.0312369 | Time: 1702.54 ms
[2022-04-03 09:28:55 main:574] : INFO : Epoch 2042 | loss: 0.0312302 | val_loss: 0.0312297 | Time: 1704.07 ms
[2022-04-03 09:28:57 main:574] : INFO : Epoch 2043 | loss: 0.0312318 | val_loss: 0.0312344 | Time: 1716.76 ms
[2022-04-03 09:28:59 main:574] : INFO : Epoch 2044 | loss: 0.0312331 | val_loss: 0.0312323 | Time: 1706.97 ms
[2022-04-03 09:29:01 main:574] : INFO : Epoch 2045 | loss: 0.0312293 | val_loss: 0.0312297 | Time: 1706.85 ms
[2022-04-03 09:29:02 main:574] : INFO : Epoch 2046 | loss: 0.0312286 | val_loss: 0.0312303 | Time: 1722.34 ms
[2022-04-03 09:29:04 main:574] : INFO : Epoch 2047 | loss: 0.0312284 | val_loss: 0.0312329 | Time: 1698.25 ms
[2022-04-03 09:29:06 main:574] : INFO : Epoch 2048 | loss: 0.0312305 | val_loss: 0.0312298 | Time: 1696.98 ms
[2022-04-03 09:29:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312298
[2022-04-03 09:29:06 main:603] : INFO : Saving end state to config to file
[2022-04-03 09:29:06 main:608] : INFO : Success, exiting..
09:29:06 (8280): 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)