Task 7616874
| Name | ParityModified-1631730195-17194-2_0 |
| Workunit | 5270998 |
| Created | 26 Sep 2021, 23:55:26 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 4 Oct 2021, 7:18:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 50 min 13 sec |
| CPU time | 50 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310612 | val_loss: 0.0312206 | Time: 1458.51 ms
[2021-10-04 09:05:52 main:581] : INFO : Epoch 1539 | loss: 0.0310701 | val_loss: 0.0312316 | Time: 1480.2 ms
[2021-10-04 09:05:54 main:581] : INFO : Epoch 1540 | loss: 0.0310635 | val_loss: 0.0312505 | Time: 1459.85 ms
[2021-10-04 09:05:55 main:581] : INFO : Epoch 1541 | loss: 0.0310552 | val_loss: 0.0312397 | Time: 1463.41 ms
[2021-10-04 09:05:57 main:581] : INFO : Epoch 1542 | loss: 0.0310571 | val_loss: 0.0312324 | Time: 1469.37 ms
[2021-10-04 09:05:58 main:581] : INFO : Epoch 1543 | loss: 0.0310569 | val_loss: 0.0312343 | Time: 1460.75 ms
[2021-10-04 09:06:00 main:581] : INFO : Epoch 1544 | loss: 0.0310506 | val_loss: 0.0312343 | Time: 1502.31 ms
[2021-10-04 09:06:01 main:581] : INFO : Epoch 1545 | loss: 0.0310776 | val_loss: 0.0312205 | Time: 1569.18 ms
[2021-10-04 09:06:03 main:581] : INFO : Epoch 1546 | loss: 0.0310687 | val_loss: 0.0312308 | Time: 1509.95 ms
[2021-10-04 09:06:04 main:581] : INFO : Epoch 1547 | loss: 0.0310581 | val_loss: 0.0312358 | Time: 1448.92 ms
[2021-10-04 09:06:06 main:581] : INFO : Epoch 1548 | loss: 0.0310722 | val_loss: 0.0312117 | Time: 1451.64 ms
[2021-10-04 09:06:07 main:581] : INFO : Epoch 1549 | loss: 0.0311461 | val_loss: 0.0311994 | Time: 1482.93 ms
[2021-10-04 09:06:09 main:581] : INFO : Epoch 1550 | loss: 0.031128 | val_loss: 0.0311999 | Time: 1453.37 ms
[2021-10-04 09:06:10 main:581] : INFO : Epoch 1551 | loss: 0.0311039 | val_loss: 0.0312052 | Time: 1460.74 ms
[2021-10-04 09:06:12 main:581] : INFO : Epoch 1552 | loss: 0.0310906 | val_loss: 0.0312195 | Time: 1473.15 ms
[2021-10-04 09:06:13 main:581] : INFO : Epoch 1553 | loss: 0.0310785 | val_loss: 0.0312219 | Time: 1463.94 ms
[2021-10-04 09:06:15 main:581] : INFO : Epoch 1554 | loss: 0.0310704 | val_loss: 0.0312311 | Time: 1472.51 ms
[2021-10-04 09:06:16 main:581] : INFO : Epoch 1555 | loss: 0.0310753 | val_loss: 0.0312193 | Time: 1467.96 ms
[2021-10-04 09:06:18 main:581] : INFO : Epoch 1556 | loss: 0.0310698 | val_loss: 0.0312325 | Time: 1480.32 ms
[2021-10-04 09:06:19 main:581] : INFO : Epoch 1557 | loss: 0.0310664 | val_loss: 0.0312384 | Time: 1480 ms
[2021-10-04 09:06:20 main:581] : INFO : Epoch 1558 | loss: 0.0310579 | val_loss: 0.0312366 | Time: 1477.83 ms
[2021-10-04 09:06:22 main:581] : INFO : Epoch 1559 | loss: 0.0310568 | val_loss: 0.0312385 | Time: 1475.6 ms
[2021-10-04 09:06:23 main:581] : INFO : Epoch 1560 | loss: 0.0310567 | val_loss: 0.0312408 | Time: 1465.29 ms
[2021-10-04 09:06:25 main:581] : INFO : Epoch 1561 | loss: 0.0310569 | val_loss: 0.0312445 | Time: 1462.32 ms
[2021-10-04 09:06:26 main:581] : INFO : Epoch 1562 | loss: 0.0310533 | val_loss: 0.0312393 | Time: 1463.43 ms
[2021-10-04 09:06:28 main:581] : INFO : Epoch 1563 | loss: 0.0310565 | val_loss: 0.0312394 | Time: 1473.44 ms
[2021-10-04 09:06:29 main:581] : INFO : Epoch 1564 | loss: 0.0310513 | val_loss: 0.0312381 | Time: 1477.01 ms
[2021-10-04 09:06:31 main:581] : INFO : Epoch 1565 | loss: 0.0310537 | val_loss: 0.031232 | Time: 1463.95 ms
[2021-10-04 09:06:32 main:581] : INFO : Epoch 1566 | loss: 0.0310508 | val_loss: 0.0312328 | Time: 1460.14 ms
[2021-10-04 09:06:34 main:581] : INFO : Epoch 1567 | loss: 0.0310555 | val_loss: 0.031244 | Time: 1462.51 ms
[2021-10-04 09:06:35 main:581] : INFO : Epoch 1568 | loss: 0.0310536 | val_loss: 0.0312433 | Time: 1469.03 ms
[2021-10-04 09:06:37 main:581] : INFO : Epoch 1569 | loss: 0.0310558 | val_loss: 0.0312391 | Time: 1467.8 ms
[2021-10-04 09:06:38 main:581] : INFO : Epoch 1570 | loss: 0.0310595 | val_loss: 0.0312385 | Time: 1460.6 ms
[2021-10-04 09:06:40 main:581] : INFO : Epoch 1571 | loss: 0.0310641 | val_loss: 0.031231 | Time: 1460.48 ms
[2021-10-04 09:06:41 main:581] : INFO : Epoch 1572 | loss: 0.0310632 | val_loss: 0.0312509 | Time: 1467.45 ms
[2021-10-04 09:06:42 main:581] : INFO : Epoch 1573 | loss: 0.0310548 | val_loss: 0.0312385 | Time: 1476.82 ms
[2021-10-04 09:06:44 main:581] : INFO : Epoch 1574 | loss: 0.0310573 | val_loss: 0.0312374 | Time: 1467.29 ms
[2021-10-04 09:06:45 main:581] : INFO : Epoch 1575 | loss: 0.0310631 | val_loss: 0.0312537 | Time: 1472.13 ms
[2021-10-04 09:06:47 main:581] : INFO : Epoch 1576 | loss: 0.0310621 | val_loss: 0.0312372 | Time: 1464.41 ms
[2021-10-04 09:06:48 main:581] : INFO : Epoch 1577 | loss: 0.0310695 | val_loss: 0.0312126 | Time: 1468.26 ms
[2021-10-04 09:06:50 main:581] : INFO : Epoch 1578 | loss: 0.0310871 | val_loss: 0.0312184 | Time: 1477.07 ms
[2021-10-04 09:06:51 main:581] : INFO : Epoch 1579 | loss: 0.0310722 | val_loss: 0.0312396 | Time: 1466.02 ms
[2021-10-04 09:06:53 main:581] : INFO : Epoch 1580 | loss: 0.0310652 | val_loss: 0.0312258 | Time: 1476.54 ms
[2021-10-04 09:06:54 main:581] : INFO : Epoch 1581 | loss: 0.0310577 | val_loss: 0.0312407 | Time: 1464.58 ms
[2021-10-04 09:06:56 main:581] : INFO : Epoch 1582 | loss: 0.0310543 | val_loss: 0.0312339 | Time: 1469.92 ms
[2021-10-04 09:06:57 main:581] : INFO : Epoch 1583 | loss: 0.0310596 | val_loss: 0.0312192 | Time: 1464.19 ms
[2021-10-04 09:06:59 main:581] : INFO : Epoch 1584 | loss: 0.0310776 | val_loss: 0.0312302 | Time: 1484.71 ms
[2021-10-04 09:07:00 main:581] : INFO : Epoch 1585 | loss: 0.0310643 | val_loss: 0.0312395 | Time: 1467.15 ms
[2021-10-04 09:07:02 main:581] : INFO : Epoch 1586 | loss: 0.0310628 | val_loss: 0.0312353 | Time: 1463.47 ms
[2021-10-04 09:07:03 main:581] : INFO : Epoch 1587 | loss: 0.031054 | val_loss: 0.0312409 | Time: 1461.27 ms
[2021-10-04 09:07:05 main:581] : INFO : Epoch 1588 | loss: 0.0310504 | val_loss: 0.0312387 | Time: 1467.28 ms
[2021-10-04 09:07:06 main:581] : INFO : Epoch 1589 | loss: 0.0310548 | val_loss: 0.0312602 | Time: 1465.56 ms
[2021-10-04 09:07:07 main:581] : INFO : Epoch 1590 | loss: 0.0310623 | val_loss: 0.0312319 | Time: 1463.82 ms
[2021-10-04 09:07:09 main:581] : INFO : Epoch 1591 | loss: 0.0310644 | val_loss: 0.0312507 | Time: 1449.91 ms
[2021-10-04 09:07:10 main:581] : INFO : Epoch 1592 | loss: 0.0310547 | val_loss: 0.0312452 | Time: 1444.31 ms
[2021-10-04 09:07:12 main:581] : INFO : Epoch 1593 | loss: 0.0310567 | val_loss: 0.0312456 | Time: 1409.44 ms
[2021-10-04 09:07:13 main:581] : INFO : Epoch 1594 | loss: 0.0310568 | val_loss: 0.0312375 | Time: 1467.75 ms
[2021-10-04 09:07:15 main:581] : INFO : Epoch 1595 | loss: 0.0310585 | val_loss: 0.0312418 | Time: 1528.8 ms
[2021-10-04 09:07:16 main:581] : INFO : Epoch 1596 | loss: 0.0310638 | val_loss: 0.0312412 | Time: 1578.14 ms
[2021-10-04 09:07:18 main:581] : INFO : Epoch 1597 | loss: 0.0310684 | val_loss: 0.0312159 | Time: 1487.18 ms
[2021-10-04 09:07:19 main:581] : INFO : Epoch 1598 | loss: 0.0310577 | val_loss: 0.0312365 | Time: 1461.41 ms
[2021-10-04 09:07:21 main:581] : INFO : Epoch 1599 | loss: 0.0310568 | val_loss: 0.0312456 | Time: 1470.36 ms
[2021-10-04 09:07:22 main:581] : INFO : Epoch 1600 | loss: 0.0310523 | val_loss: 0.0312507 | Time: 1478.14 ms
[2021-10-04 09:07:24 main:581] : INFO : Epoch 1601 | loss: 0.0310494 | val_loss: 0.0312441 | Time: 1475 ms
[2021-10-04 09:07:25 main:581] : INFO : Epoch 1602 | loss: 0.0310513 | val_loss: 0.0312437 | Time: 1469.35 ms
[2021-10-04 09:07:27 main:581] : INFO : Epoch 1603 | loss: 0.0310457 | val_loss: 0.0312461 | Time: 1493.4 ms
[2021-10-04 09:07:28 main:581] : INFO : Epoch 1604 | loss: 0.0310557 | val_loss: 0.0312424 | Time: 1447.17 ms
[2021-10-04 09:07:30 main:581] : INFO : Epoch 1605 | loss: 0.0310574 | val_loss: 0.0312445 | Time: 1509.27 ms
[2021-10-04 09:07:31 main:581] : INFO : Epoch 1606 | loss: 0.0310575 | val_loss: 0.0312535 | Time: 1468.78 ms
[2021-10-04 09:07:33 main:581] : INFO : Epoch 1607 | loss: 0.0310652 | val_loss: 0.0312302 | Time: 1472.36 ms
[2021-10-04 09:07:34 main:581] : INFO : Epoch 1608 | loss: 0.0310695 | val_loss: 0.0312513 | Time: 1465.04 ms
[2021-10-04 09:07:36 main:581] : INFO : Epoch 1609 | loss: 0.031066 | val_loss: 0.0312349 | Time: 1460.86 ms
[2021-10-04 09:07:37 main:581] : INFO : Epoch 1610 | loss: 0.031067 | val_loss: 0.0312392 | Time: 1465.32 ms
[2021-10-04 09:07:38 main:581] : INFO : Epoch 1611 | loss: 0.0310657 | val_loss: 0.0312402 | Time: 1467.36 ms
[2021-10-04 09:07:40 main:581] : INFO : Epoch 1612 | loss: 0.0310577 | val_loss: 0.0312408 | Time: 1463.63 ms
[2021-10-04 09:07:41 main:581] : INFO : Epoch 1613 | loss: 0.0310615 | val_loss: 0.0312352 | Time: 1515.05 ms
[2021-10-04 09:07:43 main:581] : INFO : Epoch 1614 | loss: 0.0310631 | val_loss: 0.0312325 | Time: 1584.28 ms
[2021-10-04 09:07:45 main:581] : INFO : Epoch 1615 | loss: 0.0310508 | val_loss: 0.0312466 | Time: 1590.55 ms
[2021-10-04 09:07:46 main:581] : INFO : Epoch 1616 | loss: 0.0310511 | val_loss: 0.031238 | Time: 1454.28 ms
[2021-10-04 09:07:48 main:581] : INFO : Epoch 1617 | loss: 0.0310532 | val_loss: 0.0312357 | Time: 1460.85 ms
[2021-10-04 09:07:49 main:581] : INFO : Epoch 1618 | loss: 0.0310507 | val_loss: 0.0312461 | Time: 1465.96 ms
[2021-10-04 09:07:50 main:581] : INFO : Epoch 1619 | loss: 0.0310517 | val_loss: 0.0312472 | Time: 1469.93 ms
[2021-10-04 09:07:52 main:581] : INFO : Epoch 1620 | loss: 0.0310528 | val_loss: 0.0312327 | Time: 1479.59 ms
[2021-10-04 09:07:53 main:581] : INFO : Epoch 1621 | loss: 0.0310662 | val_loss: 0.0312275 | Time: 1480.47 ms
[2021-10-04 09:07:55 main:581] : INFO : Epoch 1622 | loss: 0.0310599 | val_loss: 0.0312219 | Time: 1477.42 ms
[2021-10-04 09:07:56 main:581] : INFO : Epoch 1623 | loss: 0.0310611 | val_loss: 0.0312434 | Time: 1478.01 ms
[2021-10-04 09:07:58 main:581] : INFO : Epoch 1624 | loss: 0.0310632 | val_loss: 0.0312339 | Time: 1510.27 ms
[2021-10-04 09:07:59 main:581] : INFO : Epoch 1625 | loss: 0.0310627 | val_loss: 0.0312411 | Time: 1491.43 ms
[2021-10-04 09:08:01 main:581] : INFO : Epoch 1626 | loss: 0.0310645 | val_loss: 0.0312401 | Time: 1469.21 ms
[2021-10-04 09:08:02 main:581] : INFO : Epoch 1627 | loss: 0.0310513 | val_loss: 0.0312237 | Time: 1469.77 ms
[2021-10-04 09:08:04 main:581] : INFO : Epoch 1628 | loss: 0.0310503 | val_loss: 0.0312411 | Time: 1444.39 ms
[2021-10-04 09:08:05 main:581] : INFO : Epoch 1629 | loss: 0.0310518 | val_loss: 0.0312373 | Time: 1452.28 ms
[2021-10-04 09:08:07 main:581] : INFO : Epoch 1630 | loss: 0.0310595 | val_loss: 0.0312376 | Time: 1463.65 ms
[2021-10-04 09:08:08 main:581] : INFO : Epoch 1631 | loss: 0.0310587 | val_loss: 0.031237 | Time: 1470.15 ms
[2021-10-04 09:08:10 main:581] : INFO : Epoch 1632 | loss: 0.031055 | val_loss: 0.0312362 | Time: 1441.56 ms
[2021-10-04 09:08:11 main:581] : INFO : Epoch 1633 | loss: 0.0310544 | val_loss: 0.0312462 | Time: 1456.93 ms
[2021-10-04 09:08:13 main:581] : INFO : Epoch 1634 | loss: 0.0310523 | val_loss: 0.0312563 | Time: 1486.56 ms
[2021-10-04 09:08:14 main:581] : INFO : Epoch 1635 | loss: 0.0310593 | val_loss: 0.0312148 | Time: 1504.02 ms
[2021-10-04 09:08:16 main:581] : INFO : Epoch 1636 | loss: 0.0310744 | val_loss: 0.0312422 | Time: 1482.47 ms
[2021-10-04 09:08:17 main:581] : INFO : Epoch 1637 | loss: 0.0310693 | val_loss: 0.031219 | Time: 1445.19 ms
[2021-10-04 09:08:18 main:581] : INFO : Epoch 1638 | loss: 0.0310612 | val_loss: 0.0312303 | Time: 1437.22 ms
[2021-10-04 09:08:20 main:581] : INFO : Epoch 1639 | loss: 0.0310555 | val_loss: 0.0312468 | Time: 1520.84 ms
[2021-10-04 09:08:22 main:581] : INFO : Epoch 1640 | loss: 0.0310579 | val_loss: 0.0312407 | Time: 1591.83 ms
[2021-10-04 09:08:23 main:581] : INFO : Epoch 1641 | loss: 0.0310588 | val_loss: 0.0312376 | Time: 1562.63 ms
[2021-10-04 09:08:25 main:581] : INFO : Epoch 1642 | loss: 0.0310573 | val_loss: 0.0312386 | Time: 1465.14 ms
[2021-10-04 09:08:26 main:581] : INFO : Epoch 1643 | loss: 0.0310923 | val_loss: 0.0312247 | Time: 1470.73 ms
[2021-10-04 09:08:27 main:581] : INFO : Epoch 1644 | loss: 0.0310768 | val_loss: 0.0312288 | Time: 1476.19 ms
[2021-10-04 09:08:29 main:581] : INFO : Epoch 1645 | loss: 0.0310632 | val_loss: 0.0312333 | Time: 1489.18 ms
[2021-10-04 09:08:30 main:581] : INFO : Epoch 1646 | loss: 0.031057 | val_loss: 0.0312421 | Time: 1475.29 ms
[2021-10-04 09:08:32 main:581] : INFO : Epoch 1647 | loss: 0.0310629 | val_loss: 0.0312333 | Time: 1470.38 ms
[2021-10-04 09:08:33 main:581] : INFO : Epoch 1648 | loss: 0.0310787 | val_loss: 0.0312324 | Time: 1466.76 ms
[2021-10-04 09:08:35 main:581] : INFO : Epoch 1649 | loss: 0.0310724 | val_loss: 0.031249 | Time: 1466.88 ms
[2021-10-04 09:08:36 main:581] : INFO : Epoch 1650 | loss: 0.0310672 | val_loss: 0.0312478 | Time: 1476.61 ms
[2021-10-04 09:08:38 main:581] : INFO : Epoch 1651 | loss: 0.0310623 | val_loss: 0.0312388 | Time: 1588.51 ms
[2021-10-04 09:08:39 main:581] : INFO : Epoch 1652 | loss: 0.031052 | val_loss: 0.0312366 | Time: 1495.56 ms
[2021-10-04 09:08:41 main:581] : INFO : Epoch 1653 | loss: 0.031049 | val_loss: 0.0312376 | Time: 1467.23 ms
[2021-10-04 09:08:42 main:581] : INFO : Epoch 1654 | loss: 0.0310577 | val_loss: 0.0312417 | Time: 1472.98 ms
[2021-10-04 09:08:44 main:581] : INFO : Epoch 1655 | loss: 0.0310605 | val_loss: 0.0312396 | Time: 1467.94 ms
[2021-10-04 09:08:45 main:581] : INFO : Epoch 1656 | loss: 0.031062 | val_loss: 0.0312201 | Time: 1472.93 ms
[2021-10-04 09:08:47 main:581] : INFO : Epoch 1657 | loss: 0.0310549 | val_loss: 0.0312351 | Time: 1477.57 ms
[2021-10-04 09:08:48 main:581] : INFO : Epoch 1658 | loss: 0.0310552 | val_loss: 0.0312374 | Time: 1466.82 ms
[2021-10-04 09:08:50 main:581] : INFO : Epoch 1659 | loss: 0.0310519 | val_loss: 0.0312259 | Time: 1507.14 ms
[2021-10-04 09:08:51 main:581] : INFO : Epoch 1660 | loss: 0.0310519 | val_loss: 0.031259 | Time: 1482 ms
[2021-10-04 09:08:53 main:581] : INFO : Epoch 1661 | loss: 0.0310599 | val_loss: 0.0312328 | Time: 1481.96 ms
[2021-10-04 09:08:54 main:581] : INFO : Epoch 1662 | loss: 0.0310605 | val_loss: 0.0312437 | Time: 1476.85 ms
[2021-10-04 09:08:56 main:581] : INFO : Epoch 1663 | loss: 0.0310825 | val_loss: 0.0312212 | Time: 1435.34 ms
[2021-10-04 09:08:57 main:581] : INFO : Epoch 1664 | loss: 0.0310741 | val_loss: 0.0312233 | Time: 1450.29 ms
[2021-10-04 09:08:59 main:581] : INFO : Epoch 1665 | loss: 0.0310734 | val_loss: 0.0312195 | Time: 1481.09 ms
[2021-10-04 09:09:00 main:581] : INFO : Epoch 1666 | loss: 0.0310665 | val_loss: 0.0312407 | Time: 1483.47 ms
[2021-10-04 09:09:02 main:581] : INFO : Epoch 1667 | loss: 0.031069 | val_loss: 0.0312434 | Time: 1479.99 ms
[2021-10-04 09:09:03 main:581] : INFO : Epoch 1668 | loss: 0.0310552 | val_loss: 0.0312365 | Time: 1495.7 ms
[2021-10-04 09:09:05 main:581] : INFO : Epoch 1669 | loss: 0.0310507 | val_loss: 0.0312516 | Time: 1465.93 ms
[2021-10-04 09:09:06 main:581] : INFO : Epoch 1670 | loss: 0.0310578 | val_loss: 0.0312294 | Time: 1464.9 ms
[2021-10-04 09:09:07 main:581] : INFO : Epoch 1671 | loss: 0.0310573 | val_loss: 0.0312506 | Time: 1467.34 ms
[2021-10-04 09:09:09 main:581] : INFO : Epoch 1672 | loss: 0.0310622 | val_loss: 0.0312273 | Time: 1467.55 ms
[2021-10-04 09:09:10 main:581] : INFO : Epoch 1673 | loss: 0.0310667 | val_loss: 0.031245 | Time: 1476.68 ms
[2021-10-04 09:09:12 main:581] : INFO : Epoch 1674 | loss: 0.0310552 | val_loss: 0.0312454 | Time: 1472.74 ms
[2021-10-04 09:09:13 main:581] : INFO : Epoch 1675 | loss: 0.0310535 | val_loss: 0.0312468 | Time: 1475.31 ms
[2021-10-04 09:09:15 main:581] : INFO : Epoch 1676 | loss: 0.0310561 | val_loss: 0.0312472 | Time: 1461.74 ms
[2021-10-04 09:09:16 main:581] : INFO : Epoch 1677 | loss: 0.0310537 | val_loss: 0.0312501 | Time: 1440.32 ms
[2021-10-04 09:09:18 main:581] : INFO : Epoch 1678 | loss: 0.0310648 | val_loss: 0.0312454 | Time: 1500.8 ms
[2021-10-04 09:09:19 main:581] : INFO : Epoch 1679 | loss: 0.0310576 | val_loss: 0.031247 | Time: 1449.05 ms
[2021-10-04 09:09:21 main:581] : INFO : Epoch 1680 | loss: 0.0310567 | val_loss: 0.0312484 | Time: 1523.03 ms
[2021-10-04 09:09:22 main:581] : INFO : Epoch 1681 | loss: 0.0310519 | val_loss: 0.0312407 | Time: 1605.09 ms
[2021-10-04 09:09:24 main:581] : INFO : Epoch 1682 | loss: 0.0310558 | val_loss: 0.031248 | Time: 1586.48 ms
[2021-10-04 09:09:25 main:581] : INFO : Epoch 1683 | loss: 0.0310534 | val_loss: 0.0312473 | Time: 1484.08 ms
[2021-10-04 09:09:27 main:581] : INFO : Epoch 1684 | loss: 0.031054 | val_loss: 0.0312404 | Time: 1466.68 ms
[2021-10-04 09:09:28 main:581] : INFO : Epoch 1685 | loss: 0.0310552 | val_loss: 0.0312401 | Time: 1443.84 ms
[2021-10-04 09:09:30 main:581] : INFO : Epoch 1686 | loss: 0.0310514 | val_loss: 0.031268 | Time: 1443.45 ms
[2021-10-04 09:09:31 main:581] : INFO : Epoch 1687 | loss: 0.0310578 | val_loss: 0.0312287 | Time: 1461.49 ms
[2021-10-04 09:09:33 main:581] : INFO : Epoch 1688 | loss: 0.0310564 | val_loss: 0.0312387 | Time: 1477.02 ms
[2021-10-04 09:09:34 main:581] : INFO : Epoch 1689 | loss: 0.0310745 | val_loss: 0.0312249 | Time: 1481.3 ms
[2021-10-04 09:09:36 main:581] : INFO : Epoch 1690 | loss: 0.0310658 | val_loss: 0.0312527 | Time: 1472.41 ms
[2021-10-04 09:09:37 main:581] : INFO : Epoch 1691 | loss: 0.0310532 | val_loss: 0.0312402 | Time: 1464.15 ms
[2021-10-04 09:09:39 main:581] : INFO : Epoch 1692 | loss: 0.0310704 | val_loss: 0.0312282 | Time: 1467.38 ms
[2021-10-04 09:09:40 main:581] : INFO : Epoch 1693 | loss: 0.0310586 | val_loss: 0.0312467 | Time: 1480.82 ms
[2021-10-04 09:09:42 main:581] : INFO : Epoch 1694 | loss: 0.0310563 | val_loss: 0.031238 | Time: 1474.07 ms
[2021-10-04 09:09:43 main:581] : INFO : Epoch 1695 | loss: 0.031048 | val_loss: 0.0312547 | Time: 1468.79 ms
[2021-10-04 09:09:44 main:581] : INFO : Epoch 1696 | loss: 0.0310501 | val_loss: 0.0312486 | Time: 1477.12 ms
[2021-10-04 09:09:46 main:581] : INFO : Epoch 1697 | loss: 0.031043 | val_loss: 0.0312476 | Time: 1471.39 ms
[2021-10-04 09:09:47 main:581] : INFO : Epoch 1698 | loss: 0.0310508 | val_loss: 0.0312297 | Time: 1472.78 ms
[2021-10-04 09:09:49 main:581] : INFO : Epoch 1699 | loss: 0.0310474 | val_loss: 0.0312398 | Time: 1493.8 ms
[2021-10-04 09:09:50 main:581] : INFO : Epoch 1700 | loss: 0.0310516 | val_loss: 0.0312444 | Time: 1473.65 ms
[2021-10-04 09:09:52 main:581] : INFO : Epoch 1701 | loss: 0.0310544 | val_loss: 0.0312611 | Time: 1480.16 ms
[2021-10-04 09:09:53 main:581] : INFO : Epoch 1702 | loss: 0.031066 | val_loss: 0.0312381 | Time: 1472.78 ms
[2021-10-04 09:09:55 main:581] : INFO : Epoch 1703 | loss: 0.0310632 | val_loss: 0.031232 | Time: 1463.37 ms
[2021-10-04 09:09:56 main:581] : INFO : Epoch 1704 | loss: 0.0310631 | val_loss: 0.0312367 | Time: 1514.23 ms
[2021-10-04 09:09:58 main:581] : INFO : Epoch 1705 | loss: 0.0310618 | val_loss: 0.0312358 | Time: 1497.41 ms
[2021-10-04 09:09:59 main:581] : INFO : Epoch 1706 | loss: 0.0310683 | val_loss: 0.0312278 | Time: 1483.26 ms
[2021-10-04 09:10:01 main:581] : INFO : Epoch 1707 | loss: 0.0310624 | val_loss: 0.0312382 | Time: 1485.5 ms
[2021-10-04 09:10:02 main:581] : INFO : Epoch 1708 | loss: 0.0310584 | val_loss: 0.0312372 | Time: 1482.29 ms
[2021-10-04 09:10:04 main:581] : INFO : Epoch 1709 | loss: 0.031061 | val_loss: 0.0312328 | Time: 1474.65 ms
[2021-10-04 09:10:05 main:581] : INFO : Epoch 1710 | loss: 0.0310586 | val_loss: 0.0312418 | Time: 1472.08 ms
[2021-10-04 09:10:07 main:581] : INFO : Epoch 1711 | loss: 0.0310597 | val_loss: 0.0312512 | Time: 1518.07 ms
[2021-10-04 09:10:08 main:581] : INFO : Epoch 1712 | loss: 0.0310533 | val_loss: 0.0312485 | Time: 1568.65 ms
[2021-10-04 09:10:10 main:581] : INFO : Epoch 1713 | loss: 0.031053 | val_loss: 0.0312377 | Time: 1551.37 ms
[2021-10-04 09:10:11 main:581] : INFO : Epoch 1714 | loss: 0.0310549 | val_loss: 0.031257 | Time: 1442.44 ms
[2021-10-04 09:10:13 main:581] : INFO : Epoch 1715 | loss: 0.0310553 | val_loss: 0.0312582 | Time: 1438.74 ms
[2021-10-04 09:10:14 main:581] : INFO : Epoch 1716 | loss: 0.0310736 | val_loss: 0.0312411 | Time: 1451.21 ms
[2021-10-04 09:10:16 main:581] : INFO : Epoch 1717 | loss: 0.0310603 | val_loss: 0.0312253 | Time: 1479.71 ms
[2021-10-04 09:10:17 main:581] : INFO : Epoch 1718 | loss: 0.0310535 | val_loss: 0.0312416 | Time: 1444.22 ms
[2021-10-04 09:10:19 main:581] : INFO : Epoch 1719 | loss: 0.0310658 | val_loss: 0.0312063 | Time: 1445.22 ms
[2021-10-04 09:10:20 main:581] : INFO : Epoch 1720 | loss: 0.0311333 | val_loss: 0.0312032 | Time: 1481.64 ms
[2021-10-04 09:10:22 main:581] : INFO : Epoch 1721 | loss: 0.0311204 | val_loss: 0.0312103 | Time: 1503.79 ms
[2021-10-04 09:10:23 main:581] : INFO : Epoch 1722 | loss: 0.0310989 | val_loss: 0.031215 | Time: 1527.07 ms
[2021-10-04 09:10:25 main:581] : INFO : Epoch 1723 | loss: 0.0310886 | val_loss: 0.0312184 | Time: 1482.06 ms
[2021-10-04 09:10:26 main:581] : INFO : Epoch 1724 | loss: 0.031074 | val_loss: 0.0312352 | Time: 1492.76 ms
[2021-10-04 09:10:28 main:581] : INFO : Epoch 1725 | loss: 0.031061 | val_loss: 0.0312246 | Time: 1484.32 ms
[2021-10-04 09:10:29 main:581] : INFO : Epoch 1726 | loss: 0.0310547 | val_loss: 0.0312412 | Time: 1483.12 ms
[2021-10-04 09:10:31 main:581] : INFO : Epoch 1727 | loss: 0.0310567 | val_loss: 0.031238 | Time: 1508.93 ms
[2021-10-04 09:10:32 main:581] : INFO : Epoch 1728 | loss: 0.0310574 | val_loss: 0.0312386 | Time: 1487 ms
[2021-10-04 09:10:34 main:581] : INFO : Epoch 1729 | loss: 0.0310546 | val_loss: 0.0312294 | Time: 1491.29 ms
[2021-10-04 09:10:35 main:581] : INFO : Epoch 1730 | loss: 0.0310545 | val_loss: 0.0312381 | Time: 1488.34 ms
[2021-10-04 09:10:36 main:581] : INFO : Epoch 1731 | loss: 0.0310609 | val_loss: 0.0312254 | Time: 1475.99 ms
[2021-10-04 09:10:38 main:581] : INFO : Epoch 1732 | loss: 0.0310527 | val_loss: 0.0312432 | Time: 1475.09 ms
[2021-10-04 09:10:39 main:581] : INFO : Epoch 1733 | loss: 0.0310531 | val_loss: 0.0312467 | Time: 1475.3 ms
[2021-10-04 09:10:41 main:581] : INFO : Epoch 1734 | loss: 0.0310521 | val_loss: 0.0312353 | Time: 1480.9 ms
[2021-10-04 09:10:42 main:581] : INFO : Epoch 1735 | loss: 0.0310536 | val_loss: 0.0312454 | Time: 1477.72 ms
[2021-10-04 09:10:44 main:581] : INFO : Epoch 1736 | loss: 0.0310626 | val_loss: 0.0312306 | Time: 1486.39 ms
[2021-10-04 09:10:45 main:581] : INFO : Epoch 1737 | loss: 0.0310561 | val_loss: 0.0312411 | Time: 1482.63 ms
[2021-10-04 09:10:47 main:581] : INFO : Epoch 1738 | loss: 0.031054 | val_loss: 0.0312509 | Time: 1485.43 ms
[2021-10-04 09:10:48 main:581] : INFO : Epoch 1739 | loss: 0.0310538 | val_loss: 0.0312458 | Time: 1484.58 ms
[2021-10-04 09:10:50 main:581] : INFO : Epoch 1740 | loss: 0.031061 | val_loss: 0.0312401 | Time: 1479.97 ms
[2021-10-04 09:10:51 main:581] : INFO : Epoch 1741 | loss: 0.0310655 | val_loss: 0.0312191 | Time: 1478.9 ms
[2021-10-04 09:10:53 main:581] : INFO : Epoch 1742 | loss: 0.0310696 | val_loss: 0.0312369 | Time: 1474.03 ms
[2021-10-04 09:10:54 main:581] : INFO : Epoch 1743 | loss: 0.0310737 | val_loss: 0.0312439 | Time: 1530.25 ms
[2021-10-04 09:10:56 main:581] : INFO : Epoch 1744 | loss: 0.031081 | val_loss: 0.0312201 | Time: 1488.97 ms
[2021-10-04 09:10:57 main:581] : INFO : Epoch 1745 | loss: 0.0310682 | val_loss: 0.031218 | Time: 1458.47 ms
[2021-10-04 09:10:59 main:581] : INFO : Epoch 1746 | loss: 0.0310652 | val_loss: 0.0312474 | Time: 1451.45 ms
[2021-10-04 09:11:00 main:581] : INFO : Epoch 1747 | loss: 0.0310565 | val_loss: 0.0312525 | Time: 1454.74 ms
[2021-10-04 09:11:02 main:581] : INFO : Epoch 1748 | loss: 0.0310599 | val_loss: 0.0312317 | Time: 1483.41 ms
[2021-10-04 09:11:03 main:581] : INFO : Epoch 1749 | loss: 0.031053 | val_loss: 0.0312614 | Time: 1492.36 ms
[2021-10-04 09:11:05 main:581] : INFO : Epoch 1750 | loss: 0.0310459 | val_loss: 0.0312436 | Time: 1481.36 ms
[2021-10-04 09:11:06 main:581] : INFO : Epoch 1751 | loss: 0.0310492 | val_loss: 0.0312504 | Time: 1497.77 ms
[2021-10-04 09:11:08 main:581] : INFO : Epoch 1752 | loss: 0.0310465 | val_loss: 0.031233 | Time: 1492.81 ms
[2021-10-04 09:11:09 main:581] : INFO : Epoch 1753 | loss: 0.0310613 | val_loss: 0.0312352 | Time: 1505.08 ms
[2021-10-04 09:11:11 main:581] : INFO : Epoch 1754 | loss: 0.0310668 | val_loss: 0.0312421 | Time: 1481.67 ms
[2021-10-04 09:11:12 main:581] : INFO : Epoch 1755 | loss: 0.0310916 | val_loss: 0.0312221 | Time: 1475.63 ms
[2021-10-04 09:11:14 main:581] : INFO : Epoch 1756 | loss: 0.0310766 | val_loss: 0.0312446 | Time: 1496.78 ms
[2021-10-04 09:11:15 main:581] : INFO : Epoch 1757 | loss: 0.0310658 | val_loss: 0.0312283 | Time: 1485.41 ms
[2021-10-04 09:11:17 main:581] : INFO : Epoch 1758 | loss: 0.0310613 | val_loss: 0.0312265 | Time: 1485.43 ms
[2021-10-04 09:11:18 main:581] : INFO : Epoch 1759 | loss: 0.0310545 | val_loss: 0.0312481 | Time: 1497.57 ms
[2021-10-04 09:11:20 main:581] : INFO : Epoch 1760 | loss: 0.031055 | val_loss: 0.0312375 | Time: 1476.47 ms
[2021-10-04 09:11:21 main:581] : INFO : Epoch 1761 | loss: 0.0310565 | val_loss: 0.0312362 | Time: 1474.8 ms
[2021-10-04 09:11:22 main:581] : INFO : Epoch 1762 | loss: 0.0310715 | val_loss: 0.0312249 | Time: 1479.84 ms
[2021-10-04 09:11:24 main:581] : INFO : Epoch 1763 | loss: 0.0310611 | val_loss: 0.0312287 | Time: 1478.59 ms
[2021-10-04 09:11:25 main:581] : INFO : Epoch 1764 | loss: 0.0310767 | val_loss: 0.0312095 | Time: 1483.73 ms
[2021-10-04 09:11:27 main:581] : INFO : Epoch 1765 | loss: 0.031152 | val_loss: 0.0312118 | Time: 1487.51 ms
[2021-10-04 09:11:28 main:581] : INFO : Epoch 1766 | loss: 0.0311348 | val_loss: 0.0312019 | Time: 1449.83 ms
[2021-10-04 09:11:30 main:581] : INFO : Epoch 1767 | loss: 0.0311146 | val_loss: 0.0312166 | Time: 1451.27 ms
[2021-10-04 09:11:31 main:581] : INFO : Epoch 1768 | loss: 0.0311038 | val_loss: 0.0312081 | Time: 1518.27 ms
[2021-10-04 09:11:33 main:581] : INFO : Epoch 1769 | loss: 0.0310917 | val_loss: 0.0312317 | Time: 1527.69 ms
[2021-10-04 09:11:34 main:581] : INFO : Epoch 1770 | loss: 0.0310842 | val_loss: 0.0312199 | Time: 1492.05 ms
[2021-10-04 09:11:36 main:581] : INFO : Epoch 1771 | loss: 0.0310726 | val_loss: 0.0312403 | Time: 1474.26 ms
[2021-10-04 09:11:37 main:581] : INFO : Epoch 1772 | loss: 0.0310721 | val_loss: 0.0312342 | Time: 1476.33 ms
[2021-10-04 09:11:39 main:581] : INFO : Epoch 1773 | loss: 0.0310728 | val_loss: 0.031231 | Time: 1478.35 ms
[2021-10-04 09:11:40 main:581] : INFO : Epoch 1774 | loss: 0.0310615 | val_loss: 0.0312293 | Time: 1479.06 ms
[2021-10-04 09:11:42 main:581] : INFO : Epoch 1775 | loss: 0.0310677 | val_loss: 0.0312251 | Time: 1481.87 ms
[2021-10-04 09:11:43 main:581] : INFO : Epoch 1776 | loss: 0.0310703 | val_loss: 0.0312359 | Time: 1482.61 ms
[2021-10-04 09:11:45 main:581] : INFO : Epoch 1777 | loss: 0.0310608 | val_loss: 0.0312398 | Time: 1484.62 ms
[2021-10-04 09:11:46 main:581] : INFO : Epoch 1778 | loss: 0.0310577 | val_loss: 0.0312449 | Time: 1509.79 ms
[2021-10-04 09:11:48 main:581] : INFO : Epoch 1779 | loss: 0.0310634 | val_loss: 0.0312381 | Time: 1498.42 ms
[2021-10-04 09:11:49 main:581] : INFO : Epoch 1780 | loss: 0.0310618 | val_loss: 0.0312335 | Time: 1530.68 ms
[2021-10-04 09:11:51 main:581] : INFO : Epoch 1781 | loss: 0.0310594 | val_loss: 0.0312347 | Time: 1486.71 ms
[2021-10-04 09:11:52 main:581] : INFO : Epoch 1782 | loss: 0.0310586 | val_loss: 0.0312527 | Time: 1483.92 ms
[2021-10-04 09:11:54 main:581] : INFO : Epoch 1783 | loss: 0.0310606 | val_loss: 0.0312316 | Time: 1485.71 ms
[2021-10-04 09:11:55 main:581] : INFO : Epoch 1784 | loss: 0.0310546 | val_loss: 0.031246 | Time: 1487.9 ms
[2021-10-04 09:11:57 main:581] : INFO : Epoch 1785 | loss: 0.0310603 | val_loss: 0.0312346 | Time: 1488.18 ms
[2021-10-04 09:11:58 main:581] : INFO : Epoch 1786 | loss: 0.0310571 | val_loss: 0.0312409 | Time: 1488.22 ms
[2021-10-04 09:12:00 main:581] : INFO : Epoch 1787 | loss: 0.0310546 | val_loss: 0.0312466 | Time: 1486.46 ms
[2021-10-04 09:12:01 main:581] : INFO : Epoch 1788 | loss: 0.0310543 | val_loss: 0.0312412 | Time: 1489.16 ms
[2021-10-04 09:12:03 main:581] : INFO : Epoch 1789 | loss: 0.0310421 | val_loss: 0.031228 | Time: 1486.27 ms
[2021-10-04 09:12:04 main:581] : INFO : Epoch 1790 | loss: 0.0310506 | val_loss: 0.0312402 | Time: 1471.73 ms
[2021-10-04 09:12:06 main:581] : INFO : Epoch 1791 | loss: 0.0310601 | val_loss: 0.0312339 | Time: 1484.58 ms
[2021-10-04 09:12:07 main:581] : INFO : Epoch 1792 | loss: 0.0310638 | val_loss: 0.0312469 | Time: 1482.02 ms
[2021-10-04 09:12:09 main:581] : INFO : Epoch 1793 | loss: 0.0310543 | val_loss: 0.0312433 | Time: 1482.99 ms
[2021-10-04 09:12:10 main:581] : INFO : Epoch 1794 | loss: 0.0310525 | val_loss: 0.0312502 | Time: 1474.19 ms
[2021-10-04 09:12:12 main:581] : INFO : Epoch 1795 | loss: 0.0310516 | val_loss: 0.031244 | Time: 1461.52 ms
[2021-10-04 09:12:13 main:581] : INFO : Epoch 1796 | loss: 0.0310655 | val_loss: 0.0312345 | Time: 1466.11 ms
[2021-10-04 09:12:14 main:581] : INFO : Epoch 1797 | loss: 0.0310743 | val_loss: 0.0312356 | Time: 1469.38 ms
[2021-10-04 09:12:16 main:581] : INFO : Epoch 1798 | loss: 0.0310677 | val_loss: 0.0312306 | Time: 1483.26 ms
[2021-10-04 09:12:17 main:581] : INFO : Epoch 1799 | loss: 0.031054 | val_loss: 0.0312496 | Time: 1480.79 ms
[2021-10-04 09:12:19 main:581] : INFO : Epoch 1800 | loss: 0.0310661 | val_loss: 0.0312482 | Time: 1448.88 ms
[2021-10-04 09:12:20 main:581] : INFO : Epoch 1801 | loss: 0.0310593 | val_loss: 0.031228 | Time: 1445.45 ms
[2021-10-04 09:12:22 main:581] : INFO : Epoch 1802 | loss: 0.0310854 | val_loss: 0.0312261 | Time: 1517.06 ms
[2021-10-04 09:12:23 main:581] : INFO : Epoch 1803 | loss: 0.031076 | val_loss: 0.0312341 | Time: 1499.3 ms
[2021-10-04 09:12:25 main:581] : INFO : Epoch 1804 | loss: 0.0310683 | val_loss: 0.0312325 | Time: 1501.98 ms
[2021-10-04 09:12:26 main:581] : INFO : Epoch 1805 | loss: 0.0310608 | val_loss: 0.0312365 | Time: 1506.8 ms
[2021-10-04 09:12:28 main:581] : INFO : Epoch 1806 | loss: 0.0310601 | val_loss: 0.0312483 | Time: 1470.39 ms
[2021-10-04 09:12:29 main:581] : INFO : Epoch 1807 | loss: 0.0310541 | val_loss: 0.0312255 | Time: 1461.68 ms
[2021-10-04 09:12:31 main:581] : INFO : Epoch 1808 | loss: 0.031048 | val_loss: 0.0312629 | Time: 1462.23 ms
[2021-10-04 09:12:32 main:581] : INFO : Epoch 1809 | loss: 0.0310468 | val_loss: 0.0312539 | Time: 1477.15 ms
[2021-10-04 09:12:34 main:581] : INFO : Epoch 1810 | loss: 0.0310438 | val_loss: 0.0312553 | Time: 1483.96 ms
[2021-10-04 09:12:35 main:581] : INFO : Epoch 1811 | loss: 0.031048 | val_loss: 0.0312568 | Time: 1485.69 ms
[2021-10-04 09:12:37 main:581] : INFO : Epoch 1812 | loss: 0.0310523 | val_loss: 0.0312385 | Time: 1490.56 ms
[2021-10-04 09:12:38 main:581] : INFO : Epoch 1813 | loss: 0.0310485 | val_loss: 0.0312358 | Time: 1506.49 ms
[2021-10-04 09:12:40 main:581] : INFO : Epoch 1814 | loss: 0.0310521 | val_loss: 0.0312541 | Time: 1499.09 ms
[2021-10-04 09:12:41 main:581] : INFO : Epoch 1815 | loss: 0.031053 | val_loss: 0.0312507 | Time: 1503.47 ms
[2021-10-04 09:12:43 main:581] : INFO : Epoch 1816 | loss: 0.0310623 | val_loss: 0.0312198 | Time: 1474.15 ms
[2021-10-04 09:12:44 main:581] : INFO : Epoch 1817 | loss: 0.0310584 | val_loss: 0.0312408 | Time: 1454.93 ms
[2021-10-04 09:12:46 main:581] : INFO : Epoch 1818 | loss: 0.0310611 | val_loss: 0.0312347 | Time: 1475.17 ms
[2021-10-04 09:12:47 main:581] : INFO : Epoch 1819 | loss: 0.0310603 | val_loss: 0.0312404 | Time: 1462.76 ms
[2021-10-04 09:12:49 main:581] : INFO : Epoch 1820 | loss: 0.031057 | val_loss: 0.0312508 | Time: 1482.53 ms
[2021-10-04 09:12:50 main:581] : INFO : Epoch 1821 | loss: 0.0310495 | val_loss: 0.0312433 | Time: 1479.28 ms
[2021-10-04 09:12:51 main:581] : INFO : Epoch 1822 | loss: 0.0310437 | val_loss: 0.0312635 | Time: 1481.35 ms
[2021-10-04 09:12:53 main:581] : INFO : Epoch 1823 | loss: 0.0310561 | val_loss: 0.031241 | Time: 1448.06 ms
[2021-10-04 09:12:54 main:581] : INFO : Epoch 1824 | loss: 0.0310566 | val_loss: 0.0312451 | Time: 1473.77 ms
[2021-10-04 09:12:56 main:581] : INFO : Epoch 1825 | loss: 0.0310535 | val_loss: 0.0312478 | Time: 1481.04 ms
[2021-10-04 09:12:57 main:581] : INFO : Epoch 1826 | loss: 0.0310534 | val_loss: 0.0312394 | Time: 1485.25 ms
[2021-10-04 09:12:59 main:581] : INFO : Epoch 1827 | loss: 0.0310918 | val_loss: 0.0312135 | Time: 1486.29 ms
[2021-10-04 09:13:00 main:581] : INFO : Epoch 1828 | loss: 0.0311478 | val_loss: 0.0312157 | Time: 1486.59 ms
[2021-10-04 09:13:02 main:581] : INFO : Epoch 1829 | loss: 0.0311582 | val_loss: 0.031192 | Time: 1485.08 ms
[2021-10-04 09:13:03 main:581] : INFO : Epoch 1830 | loss: 0.0311433 | val_loss: 0.0311965 | Time: 1490.81 ms
[2021-10-04 09:13:05 main:581] : INFO : Epoch 1831 | loss: 0.0311195 | val_loss: 0.0312196 | Time: 1492.56 ms
[2021-10-04 09:13:06 main:581] : INFO : Epoch 1832 | loss: 0.0310977 | val_loss: 0.0312058 | Time: 1497.07 ms
[2021-10-04 09:13:08 main:581] : INFO : Epoch 1833 | loss: 0.0310867 | val_loss: 0.0312179 | Time: 1499.34 ms
[2021-10-04 09:13:09 main:581] : INFO : Epoch 1834 | loss: 0.0310732 | val_loss: 0.0312346 | Time: 1503.13 ms
[2021-10-04 09:13:11 main:581] : INFO : Epoch 1835 | loss: 0.0310713 | val_loss: 0.0312297 | Time: 1488.96 ms
[2021-10-04 09:13:12 main:581] : INFO : Epoch 1836 | loss: 0.0310658 | val_loss: 0.0312403 | Time: 1517.51 ms
[2021-10-04 09:13:14 main:581] : INFO : Epoch 1837 | loss: 0.0310689 | val_loss: 0.0312296 | Time: 1484.86 ms
[2021-10-04 09:13:15 main:581] : INFO : Epoch 1838 | loss: 0.0310725 | val_loss: 0.0312186 | Time: 1484.93 ms
[2021-10-04 09:13:17 main:581] : INFO : Epoch 1839 | loss: 0.0310689 | val_loss: 0.0312297 | Time: 1485.32 ms
[2021-10-04 09:13:18 main:581] : INFO : Epoch 1840 | loss: 0.0310769 | val_loss: 0.0312144 | Time: 1487.21 ms
[2021-10-04 09:13:20 main:581] : INFO : Epoch 1841 | loss: 0.0310784 | val_loss: 0.0312327 | Time: 1486.29 ms
[2021-10-04 09:13:21 main:581] : INFO : Epoch 1842 | loss: 0.0310704 | val_loss: 0.0312454 | Time: 1486.08 ms
[2021-10-04 09:13:23 main:581] : INFO : Epoch 1843 | loss: 0.0310594 | val_loss: 0.0312284 | Time: 1483.6 ms
[2021-10-04 09:13:24 main:581] : INFO : Epoch 1844 | loss: 0.0310587 | val_loss: 0.0312359 | Time: 1469.42 ms
[2021-10-04 09:13:26 main:581] : INFO : Epoch 1845 | loss: 0.0310613 | val_loss: 0.0312295 | Time: 1451.66 ms
[2021-10-04 09:13:27 main:581] : INFO : Epoch 1846 | loss: 0.0310587 | val_loss: 0.0312605 | Time: 1468.31 ms
[2021-10-04 09:13:29 main:581] : INFO : Epoch 1847 | loss: 0.031061 | val_loss: 0.0312289 | Time: 1481.71 ms
[2021-10-04 09:13:30 main:581] : INFO : Epoch 1848 | loss: 0.0310576 | val_loss: 0.0312407 | Time: 1511.49 ms
[2021-10-04 09:13:32 main:581] : INFO : Epoch 1849 | loss: 0.0310509 | val_loss: 0.031236 | Time: 1484.4 ms
[2021-10-04 09:13:33 main:581] : INFO : Epoch 1850 | loss: 0.0310456 | val_loss: 0.0312536 | Time: 1466.32 ms
[2021-10-04 09:13:35 main:581] : INFO : Epoch 1851 | loss: 0.031067 | val_loss: 0.0312263 | Time: 1457.35 ms
[2021-10-04 09:13:36 main:581] : INFO : Epoch 1852 | loss: 0.0312214 | val_loss: 0.0312317 | Time: 1469.92 ms
[2021-10-04 09:13:37 main:581] : INFO : Epoch 1853 | loss: 0.0312246 | val_loss: 0.0312169 | Time: 1471.85 ms
[2021-10-04 09:13:39 main:581] : INFO : Epoch 1854 | loss: 0.0312177 | val_loss: 0.0312066 | Time: 1486.83 ms
[2021-10-04 09:13:40 main:581] : INFO : Epoch 1855 | loss: 0.0312056 | val_loss: 0.0311985 | Time: 1485.09 ms
[2021-10-04 09:13:42 main:581] : INFO : Epoch 1856 | loss: 0.0311938 | val_loss: 0.0311916 | Time: 1474.35 ms
[2021-10-04 09:13:43 main:581] : INFO : Epoch 1857 | loss: 0.0311899 | val_loss: 0.0311889 | Time: 1449.86 ms
[2021-10-04 09:13:45 main:581] : INFO : Epoch 1858 | loss: 0.0311862 | val_loss: 0.0311869 | Time: 1471.2 ms
[2021-10-04 09:13:46 main:581] : INFO : Epoch 1859 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 1519.76 ms
[2021-10-04 09:13:48 main:581] : INFO : Epoch 1860 | loss: 0.0311853 | val_loss: 0.0311857 | Time: 1493.31 ms
[2021-10-04 09:13:49 main:581] : INFO : Epoch 1861 | loss: 0.0311848 | val_loss: 0.031184 | Time: 1484.14 ms
[2021-10-04 09:13:51 main:581] : INFO : Epoch 1862 | loss: 0.0311843 | val_loss: 0.0311818 | Time: 1512.25 ms
[2021-10-04 09:13:52 main:581] : INFO : Epoch 1863 | loss: 0.0311805 | val_loss: 0.0311847 | Time: 1475.47 ms
[2021-10-04 09:13:54 main:581] : INFO : Epoch 1864 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 1574.03 ms
[2021-10-04 09:13:56 main:581] : INFO : Epoch 1865 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 1617.04 ms
[2021-10-04 09:13:57 main:581] : INFO : Epoch 1866 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 1486.65 ms
[2021-10-04 09:13:58 main:581] : INFO : Epoch 1867 | loss: 0.0315969 | val_loss: 0.0319011 | Time: 1474.93 ms
[2021-10-04 09:14:00 main:581] : INFO : Epoch 1868 | loss: 0.037938 | val_loss: 0.033604 | Time: 1477.1 ms
[2021-10-04 09:14:01 main:581] : INFO : Epoch 1869 | loss: 0.0320118 | val_loss: 0.0314871 | Time: 1481.54 ms
[2021-10-04 09:14:03 main:581] : INFO : Epoch 1870 | loss: 0.0313427 | val_loss: 0.0312918 | Time: 1485.66 ms
[2021-10-04 09:14:04 main:581] : INFO : Epoch 1871 | loss: 0.0312657 | val_loss: 0.0312588 | Time: 1481.09 ms
[2021-10-04 09:14:06 main:581] : INFO : Epoch 1872 | loss: 0.0312534 | val_loss: 0.0312528 | Time: 1513.92 ms
[2021-10-04 09:14:08 main:581] : INFO : Epoch 1873 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1616.65 ms
[2021-10-04 09:14:09 main:581] : INFO : Epoch 1874 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1566.5 ms
[2021-10-04 09:14:11 main:581] : INFO : Epoch 1875 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1459.99 ms
[2021-10-04 09:14:12 main:581] : INFO : Epoch 1876 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1463.98 ms
[2021-10-04 09:14:13 main:581] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1471.69 ms
[2021-10-04 09:14:15 main:581] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1472.43 ms
[2021-10-04 09:14:16 main:581] : INFO : Epoch 1879 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1477.17 ms
[2021-10-04 09:14:18 main:581] : INFO : Epoch 1880 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1487.33 ms
[2021-10-04 09:14:19 main:581] : INFO : Epoch 1881 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1485.55 ms
[2021-10-04 09:14:21 main:581] : INFO : Epoch 1882 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1580.87 ms
[2021-10-04 09:14:23 main:581] : INFO : Epoch 1883 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1616.34 ms
[2021-10-04 09:14:24 main:581] : INFO : Epoch 1884 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1522.22 ms
[2021-10-04 09:14:26 main:581] : INFO : Epoch 1885 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1466.52 ms
[2021-10-04 09:14:27 main:581] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1468.81 ms
[2021-10-04 09:14:29 main:581] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1471.8 ms
[2021-10-04 09:14:30 main:581] : INFO : Epoch 1888 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1479.61 ms
[2021-10-04 09:14:32 main:581] : INFO : Epoch 1889 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1479.6 ms
[2021-10-04 09:14:33 main:581] : INFO : Epoch 1890 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1471.27 ms
[2021-10-04 09:14:34 main:581] : INFO : Epoch 1891 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1467.42 ms
[2021-10-04 09:14:36 main:581] : INFO : Epoch 1892 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1562.18 ms
[2021-10-04 09:14:38 main:581] : INFO : Epoch 1893 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1607.8 ms
[2021-10-04 09:14:39 main:581] : INFO : Epoch 1894 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1479.67 ms
[2021-10-04 09:14:41 main:581] : INFO : Epoch 1895 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1465.15 ms
[2021-10-04 09:14:42 main:581] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1469.08 ms
[2021-10-04 09:14:43 main:581] : INFO : Epoch 1897 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1468.02 ms
[2021-10-04 09:14:45 main:581] : INFO : Epoch 1898 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1468.55 ms
[2021-10-04 09:14:46 main:581] : INFO : Epoch 1899 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1473.43 ms
[2021-10-04 09:14:48 main:581] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1476.11 ms
[2021-10-04 09:14:49 main:581] : INFO : Epoch 1901 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1494.68 ms
[2021-10-04 09:14:51 main:581] : INFO : Epoch 1902 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1606.62 ms
[2021-10-04 09:14:53 main:581] : INFO : Epoch 1903 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1561.3 ms
[2021-10-04 09:14:54 main:581] : INFO : Epoch 1904 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1463.32 ms
[2021-10-04 09:14:56 main:581] : INFO : Epoch 1905 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1466.9 ms
[2021-10-04 09:14:57 main:581] : INFO : Epoch 1906 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1475.04 ms
[2021-10-04 09:14:58 main:581] : INFO : Epoch 1907 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1469.57 ms
[2021-10-04 09:15:00 main:581] : INFO : Epoch 1908 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1484.3 ms
[2021-10-04 09:15:01 main:581] : INFO : Epoch 1909 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1472.72 ms
[2021-10-04 09:15:03 main:581] : INFO : Epoch 1910 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1471.26 ms
[2021-10-04 09:15:04 main:581] : INFO : Epoch 1911 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1491.28 ms
[2021-10-04 09:15:06 main:581] : INFO : Epoch 1912 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1607.54 ms
[2021-10-04 09:15:08 main:581] : INFO : Epoch 1913 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1566.28 ms
[2021-10-04 09:15:09 main:581] : INFO : Epoch 1914 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1458.05 ms
[2021-10-04 09:15:10 main:581] : INFO : Epoch 1915 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1465.29 ms
[2021-10-04 09:15:12 main:581] : INFO : Epoch 1916 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1492.08 ms
[2021-10-04 09:15:13 main:581] : INFO : Epoch 1917 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1472.66 ms
[2021-10-04 09:15:15 main:581] : INFO : Epoch 1918 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1471.58 ms
[2021-10-04 09:15:17 main:581] : INFO : Epoch 1919 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1601.39 ms
[2021-10-04 09:15:18 main:581] : INFO : Epoch 1920 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1611.44 ms
[2021-10-04 09:15:20 main:581] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1525.85 ms
[2021-10-04 09:15:21 main:581] : INFO : Epoch 1922 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1470.43 ms
[2021-10-04 09:15:23 main:581] : INFO : Epoch 1923 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1478.01 ms
[2021-10-04 09:15:24 main:581] : INFO : Epoch 1924 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 1472.77 ms
[2021-10-04 09:15:26 main:581] : INFO : Epoch 1925 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 1475.84 ms
[2021-10-04 09:15:27 main:581] : INFO : Epoch 1926 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1475.2 ms
[2021-10-04 09:15:29 main:581] : INFO : Epoch 1927 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1477.85 ms
[2021-10-04 09:15:30 main:581] : INFO : Epoch 1928 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1472.23 ms
[2021-10-04 09:15:31 main:581] : INFO : Epoch 1929 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1474.28 ms
[2021-10-04 09:15:33 main:581] : INFO : Epoch 1930 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1476.7 ms
[2021-10-04 09:15:34 main:581] : INFO : Epoch 1931 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1476.48 ms
[2021-10-04 09:15:36 main:581] : INFO : Epoch 1932 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1476.9 ms
[2021-10-04 09:15:37 main:581] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1479.44 ms
[2021-10-04 09:15:39 main:581] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1607.38 ms
[2021-10-04 09:15:41 main:581] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1609.13 ms
[2021-10-04 09:15:42 main:581] : INFO : Epoch 1936 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1471.64 ms
[2021-10-04 09:15:44 main:581] : INFO : Epoch 1937 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1471.9 ms
[2021-10-04 09:15:45 main:581] : INFO : Epoch 1938 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1471.44 ms
[2021-10-04 09:15:46 main:581] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1479.11 ms
[2021-10-04 09:15:48 main:581] : INFO : Epoch 1940 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1488.33 ms
[2021-10-04 09:15:49 main:581] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1482.87 ms
[2021-10-04 09:15:51 main:581] : INFO : Epoch 1942 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1484.59 ms
[2021-10-04 09:15:52 main:581] : INFO : Epoch 1943 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1542.09 ms
[2021-10-04 09:15:54 main:581] : INFO : Epoch 1944 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1615.65 ms
[2021-10-04 09:15:56 main:581] : INFO : Epoch 1945 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1533.56 ms
[2021-10-04 09:15:57 main:581] : INFO : Epoch 1946 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1463.15 ms
[2021-10-04 09:15:59 main:581] : INFO : Epoch 1947 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1468.2 ms
[2021-10-04 09:16:00 main:581] : INFO : Epoch 1948 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1479.64 ms
[2021-10-04 09:16:02 main:581] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1476.62 ms
[2021-10-04 09:16:03 main:581] : INFO : Epoch 1950 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1475.44 ms
[2021-10-04 09:16:05 main:581] : INFO : Epoch 1951 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1602.78 ms
[2021-10-04 09:16:06 main:581] : INFO : Epoch 1952 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1585.12 ms
[2021-10-04 09:16:08 main:581] : INFO : Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1473.33 ms
[2021-10-04 09:16:09 main:581] : INFO : Epoch 1954 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1477.79 ms
[2021-10-04 09:16:11 main:581] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1478.05 ms
[2021-10-04 09:16:12 main:581] : INFO : Epoch 1956 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1484.82 ms
[2021-10-04 09:16:14 main:581] : INFO : Epoch 1957 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1487.4 ms
[2021-10-04 09:16:15 main:581] : INFO : Epoch 1958 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1482.94 ms
[2021-10-04 09:16:17 main:581] : INFO : Epoch 1959 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1537.85 ms
[2021-10-04 09:16:18 main:581] : INFO : Epoch 1960 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1618.37 ms
[2021-10-04 09:16:20 main:581] : INFO : Epoch 1961 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1541.61 ms
[2021-10-04 09:16:21 main:581] : INFO : Epoch 1962 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1469.27 ms
[2021-10-04 09:16:23 main:581] : INFO : Epoch 1963 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1481.82 ms
[2021-10-04 09:16:24 main:581] : INFO : Epoch 1964 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1469.27 ms
[2021-10-04 09:16:26 main:581] : INFO : Epoch 1965 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1473.79 ms
[2021-10-04 09:16:27 main:581] : INFO : Epoch 1966 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1507.43 ms
[2021-10-04 09:16:29 main:581] : INFO : Epoch 1967 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1478.44 ms
[2021-10-04 09:16:30 main:581] : INFO : Epoch 1968 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1495.72 ms
[2021-10-04 09:16:32 main:581] : INFO : Epoch 1969 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1612.83 ms
[2021-10-04 09:16:33 main:581] : INFO : Epoch 1970 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1575.72 ms
[2021-10-04 09:16:35 main:581] : INFO : Epoch 1971 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1506.53 ms
[2021-10-04 09:16:36 main:581] : INFO : Epoch 1972 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1478.71 ms
[2021-10-04 09:16:38 main:581] : INFO : Epoch 1973 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1474.09 ms
[2021-10-04 09:16:39 main:581] : INFO : Epoch 1974 | loss: 0.0312514 | val_loss: 0.03125 | Time: 1464.88 ms
[2021-10-04 09:16:41 main:581] : INFO : Epoch 1975 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1467.7 ms
[2021-10-04 09:16:42 main:581] : INFO : Epoch 1976 | loss: 0.03125 | val_loss: 0.03125 | Time: 1472.58 ms
[2021-10-04 09:16:44 main:581] : INFO : Epoch 1977 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1472.86 ms
[2021-10-04 09:16:45 main:581] : INFO : Epoch 1978 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1470.68 ms
[2021-10-04 09:16:47 main:581] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1473.53 ms
[2021-10-04 09:16:48 main:581] : INFO : Epoch 1980 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1477.39 ms
[2021-10-04 09:16:50 main:581] : INFO : Epoch 1981 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1474.96 ms
[2021-10-04 09:16:51 main:581] : INFO : Epoch 1982 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1548.99 ms
[2021-10-04 09:16:53 main:581] : INFO : Epoch 1983 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1608.2 ms
[2021-10-04 09:16:54 main:581] : INFO : Epoch 1984 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1499.57 ms
[2021-10-04 09:16:56 main:581] : INFO : Epoch 1985 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1460.38 ms
[2021-10-04 09:16:57 main:581] : INFO : Epoch 1986 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1470.22 ms
[2021-10-04 09:16:59 main:581] : INFO : Epoch 1987 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1471.19 ms
[2021-10-04 09:17:00 main:581] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1470.93 ms
[2021-10-04 09:17:02 main:581] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1471.87 ms
[2021-10-04 09:17:03 main:581] : INFO : Epoch 1990 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1586.41 ms
[2021-10-04 09:17:05 main:581] : INFO : Epoch 1991 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1611.99 ms
[2021-10-04 09:17:06 main:581] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1479.9 ms
[2021-10-04 09:17:08 main:581] : INFO : Epoch 1993 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1472.51 ms
[2021-10-04 09:17:09 main:581] : INFO : Epoch 1994 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1478.25 ms
[2021-10-04 09:17:11 main:581] : INFO : Epoch 1995 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1469.35 ms
[2021-10-04 09:17:12 main:581] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1477.1 ms
[2021-10-04 09:17:14 main:581] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1473.71 ms
[2021-10-04 09:17:15 main:581] : INFO : Epoch 1998 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1477.95 ms
[2021-10-04 09:17:17 main:581] : INFO : Epoch 1999 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1614.42 ms
[2021-10-04 09:17:18 main:581] : INFO : Epoch 2000 | loss: 0.031251 | val_loss: 0.0312526 | Time: 1606.77 ms
[2021-10-04 09:17:20 main:581] : INFO : Epoch 2001 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1463.13 ms
[2021-10-04 09:17:21 main:581] : INFO : Epoch 2002 | loss: 0.0312492 | val_loss: 0.0312516 | Time: 1468.87 ms
[2021-10-04 09:17:23 main:581] : INFO : Epoch 2003 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1474.08 ms
[2021-10-04 09:17:24 main:581] : INFO : Epoch 2004 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1473.31 ms
[2021-10-04 09:17:26 main:581] : INFO : Epoch 2005 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1479.1 ms
[2021-10-04 09:17:27 main:581] : INFO : Epoch 2006 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1476.13 ms
[2021-10-04 09:17:29 main:581] : INFO : Epoch 2007 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1491.9 ms
[2021-10-04 09:17:30 main:581] : INFO : Epoch 2008 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1611.09 ms
[2021-10-04 09:17:32 main:581] : INFO : Epoch 2009 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1576.81 ms
[2021-10-04 09:17:33 main:581] : INFO : Epoch 2010 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1459 ms
[2021-10-04 09:17:35 main:581] : INFO : Epoch 2011 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1467.99 ms
[2021-10-04 09:17:36 main:581] : INFO : Epoch 2012 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1463.47 ms
[2021-10-04 09:17:38 main:581] : INFO : Epoch 2013 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1471.35 ms
[2021-10-04 09:17:39 main:581] : INFO : Epoch 2014 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1469.2 ms
[2021-10-04 09:17:41 main:581] : INFO : Epoch 2015 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1471.77 ms
[2021-10-04 09:17:42 main:581] : INFO : Epoch 2016 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1583.95 ms
[2021-10-04 09:17:44 main:581] : INFO : Epoch 2017 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1610.72 ms
[2021-10-04 09:17:45 main:581] : INFO : Epoch 2018 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1475.72 ms
[2021-10-04 09:17:47 main:581] : INFO : Epoch 2019 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1464.71 ms
[2021-10-04 09:17:48 main:581] : INFO : Epoch 2020 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1468.92 ms
[2021-10-04 09:17:50 main:581] : INFO : Epoch 2021 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1469.91 ms
[2021-10-04 09:17:51 main:581] : INFO : Epoch 2022 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1473.59 ms
[2021-10-04 09:17:53 main:581] : INFO : Epoch 2023 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1504.46 ms
[2021-10-04 09:17:54 main:581] : INFO : Epoch 2024 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1611.98 ms
[2021-10-04 09:17:56 main:581] : INFO : Epoch 2025 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1565.83 ms
[2021-10-04 09:17:57 main:581] : INFO : Epoch 2026 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1465.51 ms
[2021-10-04 09:17:59 main:581] : INFO : Epoch 2027 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1469.57 ms
[2021-10-04 09:18:00 main:581] : INFO : Epoch 2028 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1476.37 ms
[2021-10-04 09:18:02 main:581] : INFO : Epoch 2029 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1475.93 ms
[2021-10-04 09:18:03 main:581] : INFO : Epoch 2030 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1473.75 ms
[2021-10-04 09:18:05 main:581] : INFO : Epoch 2031 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1480.71 ms
[2021-10-04 09:18:06 main:581] : INFO : Epoch 2032 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1486.63 ms
[2021-10-04 09:18:08 main:581] : INFO : Epoch 2033 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1572.9 ms
[2021-10-04 09:18:09 main:581] : INFO : Epoch 2034 | loss: 0.0312512 | val_loss: 0.0312525 | Time: 1617.64 ms
[2021-10-04 09:18:11 main:581] : INFO : Epoch 2035 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1502.22 ms
[2021-10-04 09:18:12 main:581] : INFO : Epoch 2036 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1468.13 ms
[2021-10-04 09:18:14 main:581] : INFO : Epoch 2037 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1474.98 ms
[2021-10-04 09:18:15 main:581] : INFO : Epoch 2038 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1479.42 ms
[2021-10-04 09:18:17 main:581] : INFO : Epoch 2039 | loss: 0.0312508 | val_loss: 0.0312535 | Time: 1482.6 ms
[2021-10-04 09:18:18 main:581] : INFO : Epoch 2040 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 1483.79 ms
[2021-10-04 09:18:20 main:581] : INFO : Epoch 2041 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1485.4 ms
[2021-10-04 09:18:21 main:581] : INFO : Epoch 2042 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1472.72 ms
[2021-10-04 09:18:23 main:581] : INFO : Epoch 2043 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1478.34 ms
[2021-10-04 09:18:24 main:581] : INFO : Epoch 2044 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1514.43 ms
[2021-10-04 09:18:26 main:581] : INFO : Epoch 2045 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1613.05 ms
[2021-10-04 09:18:27 main:581] : INFO : Epoch 2046 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1557.12 ms
[2021-10-04 09:18:29 main:581] : INFO : Epoch 2047 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1466.6 ms
[2021-10-04 09:18:30 main:581] : INFO : Epoch 2048 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1469.67 ms
[2021-10-04 09:18:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312497
[2021-10-04 09:18:30 main:610] : INFO : Saving end state to config to file
[2021-10-04 09:18:30 main:615] : INFO : Success, exiting..
09:18:30 (18120): 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)