Task 4362042
| Name | ParityMachine-1612383550-31849-5_0 |
| Workunit | 2426901 |
| Created | 10 Mar 2021, 0:20:09 UTC |
| Sent | 20 Mar 2021, 11:50:48 UTC |
| Report deadline | 27 Mar 2021, 11:50:48 UTC |
| Received | 20 Mar 2021, 13:31:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 50 min 25 sec |
| CPU time | 49 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311424 | val_loss: 0.0311659 | Time: 1472.77 ms
[2021-03-20 14:18:43 main:574] : INFO : Epoch 1543 | loss: 0.03114 | val_loss: 0.0311641 | Time: 1464.43 ms
[2021-03-20 14:18:44 main:574] : INFO : Epoch 1544 | loss: 0.0311371 | val_loss: 0.0311624 | Time: 1465.58 ms
[2021-03-20 14:18:46 main:574] : INFO : Epoch 1545 | loss: 0.0311371 | val_loss: 0.0311624 | Time: 1464.35 ms
[2021-03-20 14:18:47 main:574] : INFO : Epoch 1546 | loss: 0.0311409 | val_loss: 0.0311645 | Time: 1471.4 ms
[2021-03-20 14:18:49 main:574] : INFO : Epoch 1547 | loss: 0.031139 | val_loss: 0.0311689 | Time: 1457.84 ms
[2021-03-20 14:18:50 main:574] : INFO : Epoch 1548 | loss: 0.0311365 | val_loss: 0.0311633 | Time: 1457.88 ms
[2021-03-20 14:18:51 main:574] : INFO : Epoch 1549 | loss: 0.0311349 | val_loss: 0.0311637 | Time: 1474.08 ms
[2021-03-20 14:18:53 main:574] : INFO : Epoch 1550 | loss: 0.0311364 | val_loss: 0.0311662 | Time: 1467.83 ms
[2021-03-20 14:18:54 main:574] : INFO : Epoch 1551 | loss: 0.0311405 | val_loss: 0.0311635 | Time: 1464.8 ms
[2021-03-20 14:18:56 main:574] : INFO : Epoch 1552 | loss: 0.0311363 | val_loss: 0.0311634 | Time: 1460.32 ms
[2021-03-20 14:18:57 main:574] : INFO : Epoch 1553 | loss: 0.0311354 | val_loss: 0.0311671 | Time: 1458.8 ms
[2021-03-20 14:18:59 main:574] : INFO : Epoch 1554 | loss: 0.0311366 | val_loss: 0.0311657 | Time: 1462.01 ms
[2021-03-20 14:19:00 main:574] : INFO : Epoch 1555 | loss: 0.0311383 | val_loss: 0.031165 | Time: 1471.43 ms
[2021-03-20 14:19:02 main:574] : INFO : Epoch 1556 | loss: 0.0311396 | val_loss: 0.0311672 | Time: 1469.53 ms
[2021-03-20 14:19:03 main:574] : INFO : Epoch 1557 | loss: 0.0311383 | val_loss: 0.0311619 | Time: 1462.98 ms
[2021-03-20 14:19:05 main:574] : INFO : Epoch 1558 | loss: 0.0311374 | val_loss: 0.0311613 | Time: 1460.4 ms
[2021-03-20 14:19:06 main:574] : INFO : Epoch 1559 | loss: 0.0311359 | val_loss: 0.0311622 | Time: 1466.11 ms
[2021-03-20 14:19:08 main:574] : INFO : Epoch 1560 | loss: 0.0311363 | val_loss: 0.0311646 | Time: 1464.6 ms
[2021-03-20 14:19:09 main:574] : INFO : Epoch 1561 | loss: 0.0311369 | val_loss: 0.0311598 | Time: 1455.62 ms
[2021-03-20 14:19:11 main:574] : INFO : Epoch 1562 | loss: 0.0311362 | val_loss: 0.0311618 | Time: 1478.36 ms
[2021-03-20 14:19:12 main:574] : INFO : Epoch 1563 | loss: 0.0311358 | val_loss: 0.0311587 | Time: 1460.45 ms
[2021-03-20 14:19:14 main:574] : INFO : Epoch 1564 | loss: 0.0311357 | val_loss: 0.031165 | Time: 1470.19 ms
[2021-03-20 14:19:15 main:574] : INFO : Epoch 1565 | loss: 0.0311362 | val_loss: 0.031168 | Time: 1459.7 ms
[2021-03-20 14:19:17 main:574] : INFO : Epoch 1566 | loss: 0.03114 | val_loss: 0.0311766 | Time: 1459.39 ms
[2021-03-20 14:19:18 main:574] : INFO : Epoch 1567 | loss: 0.0311386 | val_loss: 0.031164 | Time: 1472.72 ms
[2021-03-20 14:19:19 main:574] : INFO : Epoch 1568 | loss: 0.0311385 | val_loss: 0.0311604 | Time: 1468.74 ms
[2021-03-20 14:19:21 main:574] : INFO : Epoch 1569 | loss: 0.0311354 | val_loss: 0.0311695 | Time: 1461.73 ms
[2021-03-20 14:19:22 main:574] : INFO : Epoch 1570 | loss: 0.0311416 | val_loss: 0.0311615 | Time: 1453.79 ms
[2021-03-20 14:19:24 main:574] : INFO : Epoch 1571 | loss: 0.0311363 | val_loss: 0.0311629 | Time: 1480.94 ms
[2021-03-20 14:19:25 main:574] : INFO : Epoch 1572 | loss: 0.0311359 | val_loss: 0.0311606 | Time: 1464.45 ms
[2021-03-20 14:19:27 main:574] : INFO : Epoch 1573 | loss: 0.0311359 | val_loss: 0.0311646 | Time: 1458.67 ms
[2021-03-20 14:19:28 main:574] : INFO : Epoch 1574 | loss: 0.0311345 | val_loss: 0.0311607 | Time: 1459.17 ms
[2021-03-20 14:19:30 main:574] : INFO : Epoch 1575 | loss: 0.0311368 | val_loss: 0.0311607 | Time: 1476.57 ms
[2021-03-20 14:19:31 main:574] : INFO : Epoch 1576 | loss: 0.0311341 | val_loss: 0.0311591 | Time: 1461.79 ms
[2021-03-20 14:19:33 main:574] : INFO : Epoch 1577 | loss: 0.0311345 | val_loss: 0.0311618 | Time: 1464.13 ms
[2021-03-20 14:19:34 main:574] : INFO : Epoch 1578 | loss: 0.0311351 | val_loss: 0.0311614 | Time: 1450.44 ms
[2021-03-20 14:19:36 main:574] : INFO : Epoch 1579 | loss: 0.031134 | val_loss: 0.0311624 | Time: 1456.41 ms
[2021-03-20 14:19:37 main:574] : INFO : Epoch 1580 | loss: 0.0311386 | val_loss: 0.0311635 | Time: 1460.48 ms
[2021-03-20 14:19:39 main:574] : INFO : Epoch 1581 | loss: 0.031136 | val_loss: 0.0311609 | Time: 1474.64 ms
[2021-03-20 14:19:40 main:574] : INFO : Epoch 1582 | loss: 0.0311352 | val_loss: 0.0311599 | Time: 1470.7 ms
[2021-03-20 14:19:42 main:574] : INFO : Epoch 1583 | loss: 0.0311357 | val_loss: 0.031161 | Time: 1463.45 ms
[2021-03-20 14:19:43 main:574] : INFO : Epoch 1584 | loss: 0.031137 | val_loss: 0.0311627 | Time: 1465.26 ms
[2021-03-20 14:19:45 main:574] : INFO : Epoch 1585 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 1460.55 ms
[2021-03-20 14:19:46 main:574] : INFO : Epoch 1586 | loss: 0.0311352 | val_loss: 0.0311599 | Time: 1460.11 ms
[2021-03-20 14:19:47 main:574] : INFO : Epoch 1587 | loss: 0.0311332 | val_loss: 0.0311623 | Time: 1465.29 ms
[2021-03-20 14:19:49 main:574] : INFO : Epoch 1588 | loss: 0.0311326 | val_loss: 0.0311587 | Time: 1467.68 ms
[2021-03-20 14:19:50 main:574] : INFO : Epoch 1589 | loss: 0.0311339 | val_loss: 0.0311605 | Time: 1457.48 ms
[2021-03-20 14:19:52 main:574] : INFO : Epoch 1590 | loss: 0.031134 | val_loss: 0.0311604 | Time: 1459.61 ms
[2021-03-20 14:19:53 main:574] : INFO : Epoch 1591 | loss: 0.0311348 | val_loss: 0.0311589 | Time: 1462.62 ms
[2021-03-20 14:19:55 main:574] : INFO : Epoch 1592 | loss: 0.0311382 | val_loss: 0.031162 | Time: 1465.1 ms
[2021-03-20 14:19:56 main:574] : INFO : Epoch 1593 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 1464.25 ms
[2021-03-20 14:19:58 main:574] : INFO : Epoch 1594 | loss: 0.0311399 | val_loss: 0.0311565 | Time: 1474.57 ms
[2021-03-20 14:19:59 main:574] : INFO : Epoch 1595 | loss: 0.0311367 | val_loss: 0.0311559 | Time: 1473.98 ms
[2021-03-20 14:20:01 main:574] : INFO : Epoch 1596 | loss: 0.0311383 | val_loss: 0.0311593 | Time: 1476.01 ms
[2021-03-20 14:20:02 main:574] : INFO : Epoch 1597 | loss: 0.0311396 | val_loss: 0.0311582 | Time: 1466.19 ms
[2021-03-20 14:20:04 main:574] : INFO : Epoch 1598 | loss: 0.031137 | val_loss: 0.0311571 | Time: 1468.98 ms
[2021-03-20 14:20:05 main:574] : INFO : Epoch 1599 | loss: 0.0311398 | val_loss: 0.0311639 | Time: 1468.84 ms
[2021-03-20 14:20:07 main:574] : INFO : Epoch 1600 | loss: 0.0311402 | val_loss: 0.0311599 | Time: 1470.23 ms
[2021-03-20 14:20:08 main:574] : INFO : Epoch 1601 | loss: 0.0311352 | val_loss: 0.031158 | Time: 1462.05 ms
[2021-03-20 14:20:10 main:574] : INFO : Epoch 1602 | loss: 0.0311349 | val_loss: 0.0311586 | Time: 1474.75 ms
[2021-03-20 14:20:11 main:574] : INFO : Epoch 1603 | loss: 0.0311351 | val_loss: 0.031159 | Time: 1471.29 ms
[2021-03-20 14:20:13 main:574] : INFO : Epoch 1604 | loss: 0.0311358 | val_loss: 0.0311603 | Time: 1469.78 ms
[2021-03-20 14:20:14 main:574] : INFO : Epoch 1605 | loss: 0.0311338 | val_loss: 0.0311607 | Time: 1467.19 ms
[2021-03-20 14:20:16 main:574] : INFO : Epoch 1606 | loss: 0.031138 | val_loss: 0.0311579 | Time: 1469.29 ms
[2021-03-20 14:20:17 main:574] : INFO : Epoch 1607 | loss: 0.0311353 | val_loss: 0.0311641 | Time: 1457.78 ms
[2021-03-20 14:20:18 main:574] : INFO : Epoch 1608 | loss: 0.0311347 | val_loss: 0.031159 | Time: 1468.94 ms
[2021-03-20 14:20:20 main:574] : INFO : Epoch 1609 | loss: 0.0311377 | val_loss: 0.0311599 | Time: 1464.69 ms
[2021-03-20 14:20:21 main:574] : INFO : Epoch 1610 | loss: 0.0311385 | val_loss: 0.0311578 | Time: 1467.46 ms
[2021-03-20 14:20:23 main:574] : INFO : Epoch 1611 | loss: 0.0311439 | val_loss: 0.0311591 | Time: 1463.11 ms
[2021-03-20 14:20:24 main:574] : INFO : Epoch 1612 | loss: 0.031138 | val_loss: 0.0311575 | Time: 1456.33 ms
[2021-03-20 14:20:26 main:574] : INFO : Epoch 1613 | loss: 0.0311384 | val_loss: 0.031157 | Time: 1469.68 ms
[2021-03-20 14:20:27 main:574] : INFO : Epoch 1614 | loss: 0.0311399 | val_loss: 0.0311582 | Time: 1471.75 ms
[2021-03-20 14:20:29 main:574] : INFO : Epoch 1615 | loss: 0.0311379 | val_loss: 0.0311576 | Time: 1466.96 ms
[2021-03-20 14:20:30 main:574] : INFO : Epoch 1616 | loss: 0.0311375 | val_loss: 0.0311591 | Time: 1455.84 ms
[2021-03-20 14:20:32 main:574] : INFO : Epoch 1617 | loss: 0.0311372 | val_loss: 0.03116 | Time: 1465.24 ms
[2021-03-20 14:20:33 main:574] : INFO : Epoch 1618 | loss: 0.0311373 | val_loss: 0.0311653 | Time: 1475.08 ms
[2021-03-20 14:20:35 main:574] : INFO : Epoch 1619 | loss: 0.0311374 | val_loss: 0.0311609 | Time: 1470.87 ms
[2021-03-20 14:20:36 main:574] : INFO : Epoch 1620 | loss: 0.0311362 | val_loss: 0.0311599 | Time: 1483.3 ms
[2021-03-20 14:20:38 main:574] : INFO : Epoch 1621 | loss: 0.0311354 | val_loss: 0.0311573 | Time: 1473.68 ms
[2021-03-20 14:20:39 main:574] : INFO : Epoch 1622 | loss: 0.0311354 | val_loss: 0.031158 | Time: 1485.97 ms
[2021-03-20 14:20:41 main:574] : INFO : Epoch 1623 | loss: 0.0311363 | val_loss: 0.0311556 | Time: 1464.93 ms
[2021-03-20 14:20:42 main:574] : INFO : Epoch 1624 | loss: 0.0311343 | val_loss: 0.0311563 | Time: 1475.97 ms
[2021-03-20 14:20:44 main:574] : INFO : Epoch 1625 | loss: 0.031134 | val_loss: 0.0311612 | Time: 1464.29 ms
[2021-03-20 14:20:45 main:574] : INFO : Epoch 1626 | loss: 0.0311343 | val_loss: 0.0311607 | Time: 1461.01 ms
[2021-03-20 14:20:47 main:574] : INFO : Epoch 1627 | loss: 0.0311356 | val_loss: 0.031159 | Time: 1462.76 ms
[2021-03-20 14:20:48 main:574] : INFO : Epoch 1628 | loss: 0.0311343 | val_loss: 0.0311633 | Time: 1468.9 ms
[2021-03-20 14:20:49 main:574] : INFO : Epoch 1629 | loss: 0.0311351 | val_loss: 0.0311599 | Time: 1459.74 ms
[2021-03-20 14:20:51 main:574] : INFO : Epoch 1630 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 1469.79 ms
[2021-03-20 14:20:52 main:574] : INFO : Epoch 1631 | loss: 0.0311343 | val_loss: 0.0311582 | Time: 1470.69 ms
[2021-03-20 14:20:54 main:574] : INFO : Epoch 1632 | loss: 0.0311354 | val_loss: 0.0311601 | Time: 1459.2 ms
[2021-03-20 14:20:55 main:574] : INFO : Epoch 1633 | loss: 0.0311354 | val_loss: 0.0311677 | Time: 1464.01 ms
[2021-03-20 14:20:57 main:574] : INFO : Epoch 1634 | loss: 0.0311413 | val_loss: 0.0311647 | Time: 1461.36 ms
[2021-03-20 14:20:58 main:574] : INFO : Epoch 1635 | loss: 0.0311372 | val_loss: 0.0311588 | Time: 1473.79 ms
[2021-03-20 14:21:00 main:574] : INFO : Epoch 1636 | loss: 0.0311366 | val_loss: 0.0311575 | Time: 1467.44 ms
[2021-03-20 14:21:01 main:574] : INFO : Epoch 1637 | loss: 0.0311351 | val_loss: 0.0311654 | Time: 1471.61 ms
[2021-03-20 14:21:03 main:574] : INFO : Epoch 1638 | loss: 0.0311345 | val_loss: 0.0311605 | Time: 1470.44 ms
[2021-03-20 14:21:04 main:574] : INFO : Epoch 1639 | loss: 0.0311339 | val_loss: 0.0311767 | Time: 1473.51 ms
[2021-03-20 14:21:06 main:574] : INFO : Epoch 1640 | loss: 0.0311354 | val_loss: 0.0311616 | Time: 1474.92 ms
[2021-03-20 14:21:07 main:574] : INFO : Epoch 1641 | loss: 0.0311322 | val_loss: 0.0311596 | Time: 1467.52 ms
[2021-03-20 14:21:09 main:574] : INFO : Epoch 1642 | loss: 0.0311323 | val_loss: 0.0311604 | Time: 1472.57 ms
[2021-03-20 14:21:10 main:574] : INFO : Epoch 1643 | loss: 0.031133 | val_loss: 0.031161 | Time: 1459.67 ms
[2021-03-20 14:21:12 main:574] : INFO : Epoch 1644 | loss: 0.0311338 | val_loss: 0.0311604 | Time: 1456.65 ms
[2021-03-20 14:21:13 main:574] : INFO : Epoch 1645 | loss: 0.031134 | val_loss: 0.0311599 | Time: 1483.17 ms
[2021-03-20 14:21:15 main:574] : INFO : Epoch 1646 | loss: 0.0311334 | val_loss: 0.0311566 | Time: 1464.58 ms
[2021-03-20 14:21:16 main:574] : INFO : Epoch 1647 | loss: 0.0311345 | val_loss: 0.0311623 | Time: 1462.52 ms
[2021-03-20 14:21:18 main:574] : INFO : Epoch 1648 | loss: 0.0311362 | val_loss: 0.0311611 | Time: 1462.19 ms
[2021-03-20 14:21:19 main:574] : INFO : Epoch 1649 | loss: 0.0311372 | val_loss: 0.0311716 | Time: 1466.73 ms
[2021-03-20 14:21:20 main:574] : INFO : Epoch 1650 | loss: 0.0311381 | val_loss: 0.0311566 | Time: 1457.49 ms
[2021-03-20 14:21:22 main:574] : INFO : Epoch 1651 | loss: 0.031134 | val_loss: 0.031162 | Time: 1460.51 ms
[2021-03-20 14:21:23 main:574] : INFO : Epoch 1652 | loss: 0.0311357 | val_loss: 0.0311627 | Time: 1464.57 ms
[2021-03-20 14:21:25 main:574] : INFO : Epoch 1653 | loss: 0.031136 | val_loss: 0.031162 | Time: 1476.79 ms
[2021-03-20 14:21:26 main:574] : INFO : Epoch 1654 | loss: 0.0311367 | val_loss: 0.0311595 | Time: 1474.16 ms
[2021-03-20 14:21:28 main:574] : INFO : Epoch 1655 | loss: 0.0311364 | val_loss: 0.0311603 | Time: 1470.26 ms
[2021-03-20 14:21:29 main:574] : INFO : Epoch 1656 | loss: 0.0311346 | val_loss: 0.0311604 | Time: 1464.78 ms
[2021-03-20 14:21:31 main:574] : INFO : Epoch 1657 | loss: 0.031136 | val_loss: 0.0311606 | Time: 1461.15 ms
[2021-03-20 14:21:32 main:574] : INFO : Epoch 1658 | loss: 0.0311368 | val_loss: 0.0311623 | Time: 1460.66 ms
[2021-03-20 14:21:34 main:574] : INFO : Epoch 1659 | loss: 0.0311346 | val_loss: 0.0311594 | Time: 1465.93 ms
[2021-03-20 14:21:35 main:574] : INFO : Epoch 1660 | loss: 0.0311328 | val_loss: 0.0311594 | Time: 1457.74 ms
[2021-03-20 14:21:37 main:574] : INFO : Epoch 1661 | loss: 0.0311328 | val_loss: 0.0311622 | Time: 1459.47 ms
[2021-03-20 14:21:38 main:574] : INFO : Epoch 1662 | loss: 0.0311361 | val_loss: 0.0311628 | Time: 1473.26 ms
[2021-03-20 14:21:40 main:574] : INFO : Epoch 1663 | loss: 0.0311363 | val_loss: 0.0311651 | Time: 1456.96 ms
[2021-03-20 14:21:41 main:574] : INFO : Epoch 1664 | loss: 0.0311413 | val_loss: 0.0311709 | Time: 1449.58 ms
[2021-03-20 14:21:43 main:574] : INFO : Epoch 1665 | loss: 0.0311388 | val_loss: 0.0311581 | Time: 1466.19 ms
[2021-03-20 14:21:44 main:574] : INFO : Epoch 1666 | loss: 0.0311342 | val_loss: 0.0311623 | Time: 1460.7 ms
[2021-03-20 14:21:46 main:574] : INFO : Epoch 1667 | loss: 0.0311458 | val_loss: 0.0311711 | Time: 1462.83 ms
[2021-03-20 14:21:47 main:574] : INFO : Epoch 1668 | loss: 0.0311459 | val_loss: 0.0311636 | Time: 1467.03 ms
[2021-03-20 14:21:48 main:574] : INFO : Epoch 1669 | loss: 0.0311418 | val_loss: 0.0311584 | Time: 1464.13 ms
[2021-03-20 14:21:50 main:574] : INFO : Epoch 1670 | loss: 0.0311406 | val_loss: 0.0311613 | Time: 1483.57 ms
[2021-03-20 14:21:51 main:574] : INFO : Epoch 1671 | loss: 0.0311388 | val_loss: 0.0311584 | Time: 1457.86 ms
[2021-03-20 14:21:53 main:574] : INFO : Epoch 1672 | loss: 0.0311398 | val_loss: 0.0311636 | Time: 1457.3 ms
[2021-03-20 14:21:54 main:574] : INFO : Epoch 1673 | loss: 0.0311402 | val_loss: 0.0311595 | Time: 1474.69 ms
[2021-03-20 14:21:56 main:574] : INFO : Epoch 1674 | loss: 0.0311397 | val_loss: 0.0311614 | Time: 1467.95 ms
[2021-03-20 14:21:57 main:574] : INFO : Epoch 1675 | loss: 0.0311385 | val_loss: 0.0311596 | Time: 1452.73 ms
[2021-03-20 14:21:59 main:574] : INFO : Epoch 1676 | loss: 0.0311375 | val_loss: 0.0311595 | Time: 1465.22 ms
[2021-03-20 14:22:00 main:574] : INFO : Epoch 1677 | loss: 0.031136 | val_loss: 0.0311583 | Time: 1474.61 ms
[2021-03-20 14:22:02 main:574] : INFO : Epoch 1678 | loss: 0.0311389 | val_loss: 0.0311625 | Time: 1472.13 ms
[2021-03-20 14:22:03 main:574] : INFO : Epoch 1679 | loss: 0.0311396 | val_loss: 0.0311573 | Time: 1471.71 ms
[2021-03-20 14:22:05 main:574] : INFO : Epoch 1680 | loss: 0.0311362 | val_loss: 0.0311644 | Time: 1458.23 ms
[2021-03-20 14:22:06 main:574] : INFO : Epoch 1681 | loss: 0.0311365 | val_loss: 0.0311656 | Time: 1459.63 ms
[2021-03-20 14:22:08 main:574] : INFO : Epoch 1682 | loss: 0.0311353 | val_loss: 0.0311598 | Time: 1464.61 ms
[2021-03-20 14:22:09 main:574] : INFO : Epoch 1683 | loss: 0.0311336 | val_loss: 0.0311595 | Time: 1476.56 ms
[2021-03-20 14:22:11 main:574] : INFO : Epoch 1684 | loss: 0.0311347 | val_loss: 0.0311679 | Time: 1478.76 ms
[2021-03-20 14:22:12 main:574] : INFO : Epoch 1685 | loss: 0.0311353 | val_loss: 0.0311597 | Time: 1470.18 ms
[2021-03-20 14:22:14 main:574] : INFO : Epoch 1686 | loss: 0.0311331 | val_loss: 0.0311555 | Time: 1473.36 ms
[2021-03-20 14:22:15 main:574] : INFO : Epoch 1687 | loss: 0.0311331 | val_loss: 0.0311579 | Time: 1469.11 ms
[2021-03-20 14:22:17 main:574] : INFO : Epoch 1688 | loss: 0.0311339 | val_loss: 0.0311585 | Time: 1465.45 ms
[2021-03-20 14:22:18 main:574] : INFO : Epoch 1689 | loss: 0.0311342 | val_loss: 0.0311589 | Time: 1463.59 ms
[2021-03-20 14:22:20 main:574] : INFO : Epoch 1690 | loss: 0.0311332 | val_loss: 0.0311605 | Time: 1457.78 ms
[2021-03-20 14:22:21 main:574] : INFO : Epoch 1691 | loss: 0.0311363 | val_loss: 0.031159 | Time: 1455.73 ms
[2021-03-20 14:22:22 main:574] : INFO : Epoch 1692 | loss: 0.0311354 | val_loss: 0.0311578 | Time: 1471.4 ms
[2021-03-20 14:22:24 main:574] : INFO : Epoch 1693 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 1464.58 ms
[2021-03-20 14:22:25 main:574] : INFO : Epoch 1694 | loss: 0.031134 | val_loss: 0.0311587 | Time: 1471.92 ms
[2021-03-20 14:22:27 main:574] : INFO : Epoch 1695 | loss: 0.031135 | val_loss: 0.0311585 | Time: 1464.7 ms
[2021-03-20 14:22:28 main:574] : INFO : Epoch 1696 | loss: 0.0311324 | val_loss: 0.0311599 | Time: 1466.78 ms
[2021-03-20 14:22:30 main:574] : INFO : Epoch 1697 | loss: 0.0311322 | val_loss: 0.0311598 | Time: 1468.35 ms
[2021-03-20 14:22:31 main:574] : INFO : Epoch 1698 | loss: 0.0311321 | val_loss: 0.0311621 | Time: 1533.69 ms
[2021-03-20 14:22:33 main:574] : INFO : Epoch 1699 | loss: 0.0311314 | val_loss: 0.0311585 | Time: 1507.64 ms
[2021-03-20 14:22:34 main:574] : INFO : Epoch 1700 | loss: 0.0311316 | val_loss: 0.0311607 | Time: 1478.09 ms
[2021-03-20 14:22:36 main:574] : INFO : Epoch 1701 | loss: 0.0311331 | val_loss: 0.0311596 | Time: 1471.6 ms
[2021-03-20 14:22:37 main:574] : INFO : Epoch 1702 | loss: 0.0311317 | val_loss: 0.0311625 | Time: 1465.64 ms
[2021-03-20 14:22:39 main:574] : INFO : Epoch 1703 | loss: 0.0311333 | val_loss: 0.031158 | Time: 1468.09 ms
[2021-03-20 14:22:40 main:574] : INFO : Epoch 1704 | loss: 0.0311318 | val_loss: 0.0311623 | Time: 1477.05 ms
[2021-03-20 14:22:42 main:574] : INFO : Epoch 1705 | loss: 0.0311328 | val_loss: 0.031169 | Time: 1459.84 ms
[2021-03-20 14:22:43 main:574] : INFO : Epoch 1706 | loss: 0.0311335 | val_loss: 0.0311622 | Time: 1465.08 ms
[2021-03-20 14:22:45 main:574] : INFO : Epoch 1707 | loss: 0.0311328 | val_loss: 0.0311587 | Time: 1469.54 ms
[2021-03-20 14:22:46 main:574] : INFO : Epoch 1708 | loss: 0.0311316 | val_loss: 0.03116 | Time: 1463.99 ms
[2021-03-20 14:22:48 main:574] : INFO : Epoch 1709 | loss: 0.0311321 | val_loss: 0.0311567 | Time: 1461.4 ms
[2021-03-20 14:22:49 main:574] : INFO : Epoch 1710 | loss: 0.0311321 | val_loss: 0.0311574 | Time: 1472.89 ms
[2021-03-20 14:22:51 main:574] : INFO : Epoch 1711 | loss: 0.0311324 | val_loss: 0.0311581 | Time: 1454.62 ms
[2021-03-20 14:22:52 main:574] : INFO : Epoch 1712 | loss: 0.0311325 | val_loss: 0.0311596 | Time: 1465.98 ms
[2021-03-20 14:22:54 main:574] : INFO : Epoch 1713 | loss: 0.0311337 | val_loss: 0.0311646 | Time: 1465.35 ms
[2021-03-20 14:22:55 main:574] : INFO : Epoch 1714 | loss: 0.0311332 | val_loss: 0.0311668 | Time: 1460.79 ms
[2021-03-20 14:22:57 main:574] : INFO : Epoch 1715 | loss: 0.0311343 | val_loss: 0.0311628 | Time: 1467.51 ms
[2021-03-20 14:22:58 main:574] : INFO : Epoch 1716 | loss: 0.0311343 | val_loss: 0.0311569 | Time: 1459.65 ms
[2021-03-20 14:22:59 main:574] : INFO : Epoch 1717 | loss: 0.0311357 | val_loss: 0.0311604 | Time: 1466.09 ms
[2021-03-20 14:23:01 main:574] : INFO : Epoch 1718 | loss: 0.031135 | val_loss: 0.0311588 | Time: 1454.79 ms
[2021-03-20 14:23:02 main:574] : INFO : Epoch 1719 | loss: 0.0311335 | val_loss: 0.0311588 | Time: 1461.53 ms
[2021-03-20 14:23:04 main:574] : INFO : Epoch 1720 | loss: 0.031133 | val_loss: 0.0311578 | Time: 1464.8 ms
[2021-03-20 14:23:05 main:574] : INFO : Epoch 1721 | loss: 0.0311363 | val_loss: 0.0311597 | Time: 1471.47 ms
[2021-03-20 14:23:07 main:574] : INFO : Epoch 1722 | loss: 0.0311353 | val_loss: 0.0311606 | Time: 1475.79 ms
[2021-03-20 14:23:08 main:574] : INFO : Epoch 1723 | loss: 0.0311341 | val_loss: 0.0311583 | Time: 1459.63 ms
[2021-03-20 14:23:10 main:574] : INFO : Epoch 1724 | loss: 0.0311337 | val_loss: 0.0311579 | Time: 1459.25 ms
[2021-03-20 14:23:11 main:574] : INFO : Epoch 1725 | loss: 0.0311329 | val_loss: 0.0311574 | Time: 1458.75 ms
[2021-03-20 14:23:13 main:574] : INFO : Epoch 1726 | loss: 0.0311312 | val_loss: 0.0311605 | Time: 1457.22 ms
[2021-03-20 14:23:14 main:574] : INFO : Epoch 1727 | loss: 0.0311345 | val_loss: 0.0311591 | Time: 1458.84 ms
[2021-03-20 14:23:16 main:574] : INFO : Epoch 1728 | loss: 0.0311346 | val_loss: 0.0311594 | Time: 1451.37 ms
[2021-03-20 14:23:17 main:574] : INFO : Epoch 1729 | loss: 0.0311331 | val_loss: 0.0311613 | Time: 1472.82 ms
[2021-03-20 14:23:19 main:574] : INFO : Epoch 1730 | loss: 0.0311364 | val_loss: 0.0311649 | Time: 1480.56 ms
[2021-03-20 14:23:20 main:574] : INFO : Epoch 1731 | loss: 0.0311329 | val_loss: 0.0311585 | Time: 1480.54 ms
[2021-03-20 14:23:22 main:574] : INFO : Epoch 1732 | loss: 0.0311347 | val_loss: 0.0311605 | Time: 1479.3 ms
[2021-03-20 14:23:23 main:574] : INFO : Epoch 1733 | loss: 0.0311329 | val_loss: 0.0311624 | Time: 1458.72 ms
[2021-03-20 14:23:25 main:574] : INFO : Epoch 1734 | loss: 0.031135 | val_loss: 0.031161 | Time: 1469.59 ms
[2021-03-20 14:23:26 main:574] : INFO : Epoch 1735 | loss: 0.0311311 | val_loss: 0.0311627 | Time: 1466.23 ms
[2021-03-20 14:23:28 main:574] : INFO : Epoch 1736 | loss: 0.0311324 | val_loss: 0.0311606 | Time: 1493.78 ms
[2021-03-20 14:23:29 main:574] : INFO : Epoch 1737 | loss: 0.0311332 | val_loss: 0.031161 | Time: 1479.04 ms
[2021-03-20 14:23:30 main:574] : INFO : Epoch 1738 | loss: 0.031137 | val_loss: 0.0311631 | Time: 1465.23 ms
[2021-03-20 14:23:32 main:574] : INFO : Epoch 1739 | loss: 0.0311354 | val_loss: 0.0311643 | Time: 1466.96 ms
[2021-03-20 14:23:33 main:574] : INFO : Epoch 1740 | loss: 0.0311332 | val_loss: 0.0311649 | Time: 1469.08 ms
[2021-03-20 14:23:35 main:574] : INFO : Epoch 1741 | loss: 0.0311333 | val_loss: 0.0311612 | Time: 1470.65 ms
[2021-03-20 14:23:36 main:574] : INFO : Epoch 1742 | loss: 0.031133 | val_loss: 0.0311623 | Time: 1482.78 ms
[2021-03-20 14:23:38 main:574] : INFO : Epoch 1743 | loss: 0.0311338 | val_loss: 0.0311623 | Time: 1473.91 ms
[2021-03-20 14:23:39 main:574] : INFO : Epoch 1744 | loss: 0.031133 | val_loss: 0.0311625 | Time: 1459.15 ms
[2021-03-20 14:23:41 main:574] : INFO : Epoch 1745 | loss: 0.0311317 | val_loss: 0.031161 | Time: 1466.42 ms
[2021-03-20 14:23:42 main:574] : INFO : Epoch 1746 | loss: 0.0311338 | val_loss: 0.0311606 | Time: 1466.24 ms
[2021-03-20 14:23:44 main:574] : INFO : Epoch 1747 | loss: 0.0311318 | val_loss: 0.0311594 | Time: 1470.85 ms
[2021-03-20 14:23:45 main:574] : INFO : Epoch 1748 | loss: 0.0311346 | val_loss: 0.0311635 | Time: 1457.35 ms
[2021-03-20 14:23:47 main:574] : INFO : Epoch 1749 | loss: 0.0311329 | val_loss: 0.0311604 | Time: 1461.95 ms
[2021-03-20 14:23:48 main:574] : INFO : Epoch 1750 | loss: 0.0311307 | val_loss: 0.0311618 | Time: 1454.27 ms
[2021-03-20 14:23:50 main:574] : INFO : Epoch 1751 | loss: 0.0311294 | val_loss: 0.0311617 | Time: 1467.66 ms
[2021-03-20 14:23:51 main:574] : INFO : Epoch 1752 | loss: 0.0311293 | val_loss: 0.031165 | Time: 1454.42 ms
[2021-03-20 14:23:53 main:574] : INFO : Epoch 1753 | loss: 0.0311309 | val_loss: 0.0311595 | Time: 1473 ms
[2021-03-20 14:23:54 main:574] : INFO : Epoch 1754 | loss: 0.0311311 | val_loss: 0.0311616 | Time: 1476.7 ms
[2021-03-20 14:23:56 main:574] : INFO : Epoch 1755 | loss: 0.0311331 | val_loss: 0.0311623 | Time: 1465.5 ms
[2021-03-20 14:23:57 main:574] : INFO : Epoch 1756 | loss: 0.0311331 | val_loss: 0.0311662 | Time: 1464.13 ms
[2021-03-20 14:23:59 main:574] : INFO : Epoch 1757 | loss: 0.0311361 | val_loss: 0.0311679 | Time: 1469.35 ms
[2021-03-20 14:24:00 main:574] : INFO : Epoch 1758 | loss: 0.0311337 | val_loss: 0.0311669 | Time: 1474.53 ms
[2021-03-20 14:24:01 main:574] : INFO : Epoch 1759 | loss: 0.0311309 | val_loss: 0.031162 | Time: 1492.01 ms
[2021-03-20 14:24:03 main:574] : INFO : Epoch 1760 | loss: 0.0311307 | val_loss: 0.0311629 | Time: 1463.93 ms
[2021-03-20 14:24:04 main:574] : INFO : Epoch 1761 | loss: 0.0311303 | val_loss: 0.0311606 | Time: 1460.84 ms
[2021-03-20 14:24:06 main:574] : INFO : Epoch 1762 | loss: 0.0311295 | val_loss: 0.0311609 | Time: 1467.79 ms
[2021-03-20 14:24:07 main:574] : INFO : Epoch 1763 | loss: 0.0311299 | val_loss: 0.0311624 | Time: 1468.31 ms
[2021-03-20 14:24:09 main:574] : INFO : Epoch 1764 | loss: 0.0311295 | val_loss: 0.0311653 | Time: 1452.09 ms
[2021-03-20 14:24:10 main:574] : INFO : Epoch 1765 | loss: 0.0311322 | val_loss: 0.0311649 | Time: 1470.28 ms
[2021-03-20 14:24:12 main:574] : INFO : Epoch 1766 | loss: 0.0311317 | val_loss: 0.0311597 | Time: 1468.8 ms
[2021-03-20 14:24:13 main:574] : INFO : Epoch 1767 | loss: 0.0311321 | val_loss: 0.031161 | Time: 1469.6 ms
[2021-03-20 14:24:15 main:574] : INFO : Epoch 1768 | loss: 0.0311318 | val_loss: 0.0311641 | Time: 1476.85 ms
[2021-03-20 14:24:16 main:574] : INFO : Epoch 1769 | loss: 0.0311313 | val_loss: 0.0311612 | Time: 1464.7 ms
[2021-03-20 14:24:18 main:574] : INFO : Epoch 1770 | loss: 0.0311311 | val_loss: 0.0311612 | Time: 1465.56 ms
[2021-03-20 14:24:19 main:574] : INFO : Epoch 1771 | loss: 0.0311311 | val_loss: 0.0311659 | Time: 1484.02 ms
[2021-03-20 14:24:21 main:574] : INFO : Epoch 1772 | loss: 0.0311318 | val_loss: 0.0311576 | Time: 1470.64 ms
[2021-03-20 14:24:22 main:574] : INFO : Epoch 1773 | loss: 0.0311304 | val_loss: 0.0311604 | Time: 1462.78 ms
[2021-03-20 14:24:24 main:574] : INFO : Epoch 1774 | loss: 0.0311304 | val_loss: 0.0311622 | Time: 1462.86 ms
[2021-03-20 14:24:25 main:574] : INFO : Epoch 1775 | loss: 0.0311308 | val_loss: 0.0311594 | Time: 1467.07 ms
[2021-03-20 14:24:27 main:574] : INFO : Epoch 1776 | loss: 0.0311314 | val_loss: 0.0311605 | Time: 1468.76 ms
[2021-03-20 14:24:28 main:574] : INFO : Epoch 1777 | loss: 0.0311342 | val_loss: 0.0311609 | Time: 1475.04 ms
[2021-03-20 14:24:30 main:574] : INFO : Epoch 1778 | loss: 0.0311308 | val_loss: 0.0311581 | Time: 1473.12 ms
[2021-03-20 14:24:31 main:574] : INFO : Epoch 1779 | loss: 0.0311322 | val_loss: 0.0311588 | Time: 1469.22 ms
[2021-03-20 14:24:33 main:574] : INFO : Epoch 1780 | loss: 0.0311341 | val_loss: 0.0311679 | Time: 1476.72 ms
[2021-03-20 14:24:34 main:574] : INFO : Epoch 1781 | loss: 0.0311363 | val_loss: 0.0311678 | Time: 1465.39 ms
[2021-03-20 14:24:35 main:574] : INFO : Epoch 1782 | loss: 0.0311325 | val_loss: 0.0311602 | Time: 1452.53 ms
[2021-03-20 14:24:37 main:574] : INFO : Epoch 1783 | loss: 0.0311313 | val_loss: 0.031157 | Time: 1470.44 ms
[2021-03-20 14:24:38 main:574] : INFO : Epoch 1784 | loss: 0.0311313 | val_loss: 0.0311624 | Time: 1471.25 ms
[2021-03-20 14:24:40 main:574] : INFO : Epoch 1785 | loss: 0.0311309 | val_loss: 0.0311593 | Time: 1466 ms
[2021-03-20 14:24:41 main:574] : INFO : Epoch 1786 | loss: 0.0311319 | val_loss: 0.0311598 | Time: 1457.46 ms
[2021-03-20 14:24:43 main:574] : INFO : Epoch 1787 | loss: 0.0311298 | val_loss: 0.0311682 | Time: 1460.63 ms
[2021-03-20 14:24:44 main:574] : INFO : Epoch 1788 | loss: 0.0311303 | val_loss: 0.0311616 | Time: 1468.99 ms
[2021-03-20 14:24:46 main:574] : INFO : Epoch 1789 | loss: 0.0311285 | val_loss: 0.031164 | Time: 1460.52 ms
[2021-03-20 14:24:47 main:574] : INFO : Epoch 1790 | loss: 0.031134 | val_loss: 0.0311615 | Time: 1471.67 ms
[2021-03-20 14:24:49 main:574] : INFO : Epoch 1791 | loss: 0.031134 | val_loss: 0.0311607 | Time: 1470.04 ms
[2021-03-20 14:24:50 main:574] : INFO : Epoch 1792 | loss: 0.0311287 | val_loss: 0.031164 | Time: 1480.21 ms
[2021-03-20 14:24:52 main:574] : INFO : Epoch 1793 | loss: 0.0311294 | val_loss: 0.0311678 | Time: 1459.12 ms
[2021-03-20 14:24:53 main:574] : INFO : Epoch 1794 | loss: 0.0311309 | val_loss: 0.0311591 | Time: 1465.89 ms
[2021-03-20 14:24:55 main:574] : INFO : Epoch 1795 | loss: 0.0311302 | val_loss: 0.0311619 | Time: 1456.28 ms
[2021-03-20 14:24:56 main:574] : INFO : Epoch 1796 | loss: 0.0311291 | val_loss: 0.0311587 | Time: 1458.03 ms
[2021-03-20 14:24:58 main:574] : INFO : Epoch 1797 | loss: 0.0311273 | val_loss: 0.0311616 | Time: 1463 ms
[2021-03-20 14:24:59 main:574] : INFO : Epoch 1798 | loss: 0.0311283 | val_loss: 0.0311568 | Time: 1469.1 ms
[2021-03-20 14:25:01 main:574] : INFO : Epoch 1799 | loss: 0.0311311 | val_loss: 0.031166 | Time: 1462.67 ms
[2021-03-20 14:25:02 main:574] : INFO : Epoch 1800 | loss: 0.0311398 | val_loss: 0.0311619 | Time: 1492.13 ms
[2021-03-20 14:25:04 main:574] : INFO : Epoch 1801 | loss: 0.0311345 | val_loss: 0.0311628 | Time: 1470.19 ms
[2021-03-20 14:25:05 main:574] : INFO : Epoch 1802 | loss: 0.0311373 | val_loss: 0.0311629 | Time: 1470.98 ms
[2021-03-20 14:25:06 main:574] : INFO : Epoch 1803 | loss: 0.031136 | val_loss: 0.0311578 | Time: 1464.95 ms
[2021-03-20 14:25:08 main:574] : INFO : Epoch 1804 | loss: 0.0311337 | val_loss: 0.0311599 | Time: 1462.5 ms
[2021-03-20 14:25:09 main:574] : INFO : Epoch 1805 | loss: 0.0311308 | val_loss: 0.0311575 | Time: 1478.59 ms
[2021-03-20 14:25:11 main:574] : INFO : Epoch 1806 | loss: 0.0311306 | val_loss: 0.0311573 | Time: 1471.44 ms
[2021-03-20 14:25:12 main:574] : INFO : Epoch 1807 | loss: 0.0311298 | val_loss: 0.0311578 | Time: 1472.82 ms
[2021-03-20 14:25:14 main:574] : INFO : Epoch 1808 | loss: 0.0311297 | val_loss: 0.0311609 | Time: 1459.56 ms
[2021-03-20 14:25:15 main:574] : INFO : Epoch 1809 | loss: 0.0311309 | val_loss: 0.0311573 | Time: 1473.71 ms
[2021-03-20 14:25:17 main:574] : INFO : Epoch 1810 | loss: 0.0311309 | val_loss: 0.0311584 | Time: 1460.61 ms
[2021-03-20 14:25:18 main:574] : INFO : Epoch 1811 | loss: 0.0311316 | val_loss: 0.0311604 | Time: 1468.77 ms
[2021-03-20 14:25:20 main:574] : INFO : Epoch 1812 | loss: 0.0311408 | val_loss: 0.0311612 | Time: 1475.23 ms
[2021-03-20 14:25:21 main:574] : INFO : Epoch 1813 | loss: 0.0311425 | val_loss: 0.031167 | Time: 1470.56 ms
[2021-03-20 14:25:23 main:574] : INFO : Epoch 1814 | loss: 0.0311406 | val_loss: 0.0311589 | Time: 1463.49 ms
[2021-03-20 14:25:24 main:574] : INFO : Epoch 1815 | loss: 0.0311352 | val_loss: 0.0311572 | Time: 1471.43 ms
[2021-03-20 14:25:26 main:574] : INFO : Epoch 1816 | loss: 0.031136 | val_loss: 0.0311621 | Time: 1467.21 ms
[2021-03-20 14:25:27 main:574] : INFO : Epoch 1817 | loss: 0.0311357 | val_loss: 0.0311544 | Time: 1453.31 ms
[2021-03-20 14:25:29 main:574] : INFO : Epoch 1818 | loss: 0.0311363 | val_loss: 0.0311589 | Time: 1472.01 ms
[2021-03-20 14:25:30 main:574] : INFO : Epoch 1819 | loss: 0.0311398 | val_loss: 0.0311575 | Time: 1465.16 ms
[2021-03-20 14:25:32 main:574] : INFO : Epoch 1820 | loss: 0.0311391 | val_loss: 0.0311564 | Time: 1466.1 ms
[2021-03-20 14:25:33 main:574] : INFO : Epoch 1821 | loss: 0.0311426 | val_loss: 0.0311578 | Time: 1461.25 ms
[2021-03-20 14:25:35 main:574] : INFO : Epoch 1822 | loss: 0.0311396 | val_loss: 0.0311601 | Time: 1485.59 ms
[2021-03-20 14:25:36 main:574] : INFO : Epoch 1823 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 1460.86 ms
[2021-03-20 14:25:37 main:574] : INFO : Epoch 1824 | loss: 0.0311398 | val_loss: 0.0311598 | Time: 1463.77 ms
[2021-03-20 14:25:39 main:574] : INFO : Epoch 1825 | loss: 0.0311393 | val_loss: 0.0311582 | Time: 1469.06 ms
[2021-03-20 14:25:40 main:574] : INFO : Epoch 1826 | loss: 0.031137 | val_loss: 0.0311577 | Time: 1463.31 ms
[2021-03-20 14:25:42 main:574] : INFO : Epoch 1827 | loss: 0.0311364 | val_loss: 0.0311591 | Time: 1471.99 ms
[2021-03-20 14:25:43 main:574] : INFO : Epoch 1828 | loss: 0.0311366 | val_loss: 0.0311639 | Time: 1455.34 ms
[2021-03-20 14:25:45 main:574] : INFO : Epoch 1829 | loss: 0.0311379 | val_loss: 0.0311609 | Time: 1468.28 ms
[2021-03-20 14:25:46 main:574] : INFO : Epoch 1830 | loss: 0.0311371 | val_loss: 0.0311625 | Time: 1465.39 ms
[2021-03-20 14:25:48 main:574] : INFO : Epoch 1831 | loss: 0.0311362 | val_loss: 0.0311698 | Time: 1462.85 ms
[2021-03-20 14:25:49 main:574] : INFO : Epoch 1832 | loss: 0.0311369 | val_loss: 0.0311644 | Time: 1470.34 ms
[2021-03-20 14:25:51 main:574] : INFO : Epoch 1833 | loss: 0.0311378 | val_loss: 0.0311589 | Time: 1478.18 ms
[2021-03-20 14:25:52 main:574] : INFO : Epoch 1834 | loss: 0.0311349 | val_loss: 0.0311609 | Time: 1477.6 ms
[2021-03-20 14:25:54 main:574] : INFO : Epoch 1835 | loss: 0.0311355 | val_loss: 0.0311606 | Time: 1471.71 ms
[2021-03-20 14:25:55 main:574] : INFO : Epoch 1836 | loss: 0.0311369 | val_loss: 0.0311587 | Time: 1466.88 ms
[2021-03-20 14:25:57 main:574] : INFO : Epoch 1837 | loss: 0.0311368 | val_loss: 0.0311576 | Time: 1469.33 ms
[2021-03-20 14:25:58 main:574] : INFO : Epoch 1838 | loss: 0.0311359 | val_loss: 0.0311636 | Time: 1459.05 ms
[2021-03-20 14:26:00 main:574] : INFO : Epoch 1839 | loss: 0.0311385 | val_loss: 0.0311598 | Time: 1464.84 ms
[2021-03-20 14:26:01 main:574] : INFO : Epoch 1840 | loss: 0.0311344 | val_loss: 0.0311598 | Time: 1457.53 ms
[2021-03-20 14:26:03 main:574] : INFO : Epoch 1841 | loss: 0.0311345 | val_loss: 0.0311641 | Time: 1465.01 ms
[2021-03-20 14:26:04 main:574] : INFO : Epoch 1842 | loss: 0.0311355 | val_loss: 0.0311683 | Time: 1471.38 ms
[2021-03-20 14:26:06 main:574] : INFO : Epoch 1843 | loss: 0.031136 | val_loss: 0.0311617 | Time: 1475.08 ms
[2021-03-20 14:26:07 main:574] : INFO : Epoch 1844 | loss: 0.0311364 | val_loss: 0.0311617 | Time: 1459.42 ms
[2021-03-20 14:26:08 main:574] : INFO : Epoch 1845 | loss: 0.0311924 | val_loss: 0.032377 | Time: 1461.68 ms
[2021-03-20 14:26:10 main:574] : INFO : Epoch 1846 | loss: 0.0705467 | val_loss: 0.0555462 | Time: 1466.14 ms
[2021-03-20 14:26:11 main:574] : INFO : Epoch 1847 | loss: 0.0379941 | val_loss: 0.0330757 | Time: 1469.87 ms
[2021-03-20 14:26:13 main:574] : INFO : Epoch 1848 | loss: 0.0323345 | val_loss: 0.0318871 | Time: 1451.59 ms
[2021-03-20 14:26:14 main:574] : INFO : Epoch 1849 | loss: 0.0314502 | val_loss: 0.0312844 | Time: 1459.07 ms
[2021-03-20 14:26:16 main:574] : INFO : Epoch 1850 | loss: 0.0312684 | val_loss: 0.031263 | Time: 1471.77 ms
[2021-03-20 14:26:17 main:574] : INFO : Epoch 1851 | loss: 0.0312514 | val_loss: 0.0312162 | Time: 1474.31 ms
[2021-03-20 14:26:19 main:574] : INFO : Epoch 1852 | loss: 0.0312434 | val_loss: 0.0312644 | Time: 1474.83 ms
[2021-03-20 14:26:20 main:574] : INFO : Epoch 1853 | loss: 0.0312209 | val_loss: 0.0312074 | Time: 1461.61 ms
[2021-03-20 14:26:22 main:574] : INFO : Epoch 1854 | loss: 0.0312119 | val_loss: 0.0312084 | Time: 1463.14 ms
[2021-03-20 14:26:23 main:574] : INFO : Epoch 1855 | loss: 0.0312167 | val_loss: 0.0312255 | Time: 1484.84 ms
[2021-03-20 14:26:25 main:574] : INFO : Epoch 1856 | loss: 0.0312191 | val_loss: 0.0312067 | Time: 1462.88 ms
[2021-03-20 14:26:26 main:574] : INFO : Epoch 1857 | loss: 0.0312082 | val_loss: 0.0312146 | Time: 1475.6 ms
[2021-03-20 14:26:28 main:574] : INFO : Epoch 1858 | loss: 0.0312097 | val_loss: 0.0312038 | Time: 1472.63 ms
[2021-03-20 14:26:29 main:574] : INFO : Epoch 1859 | loss: 0.03121 | val_loss: 0.0312052 | Time: 1476.67 ms
[2021-03-20 14:26:31 main:574] : INFO : Epoch 1860 | loss: 0.0312085 | val_loss: 0.0312178 | Time: 1464.1 ms
[2021-03-20 14:26:32 main:574] : INFO : Epoch 1861 | loss: 0.0312027 | val_loss: 0.0311978 | Time: 1466.88 ms
[2021-03-20 14:26:34 main:574] : INFO : Epoch 1862 | loss: 0.0312029 | val_loss: 0.0311975 | Time: 1479.95 ms
[2021-03-20 14:26:35 main:574] : INFO : Epoch 1863 | loss: 0.0312011 | val_loss: 0.0311965 | Time: 1480.7 ms
[2021-03-20 14:26:37 main:574] : INFO : Epoch 1864 | loss: 0.0312009 | val_loss: 0.0311985 | Time: 1462.2 ms
[2021-03-20 14:26:38 main:574] : INFO : Epoch 1865 | loss: 0.0312039 | val_loss: 0.0312269 | Time: 1467.92 ms
[2021-03-20 14:26:40 main:574] : INFO : Epoch 1866 | loss: 0.0312069 | val_loss: 0.0311975 | Time: 1461.38 ms
[2021-03-20 14:26:41 main:574] : INFO : Epoch 1867 | loss: 0.031199 | val_loss: 0.0312045 | Time: 1474.4 ms
[2021-03-20 14:26:43 main:574] : INFO : Epoch 1868 | loss: 0.0312136 | val_loss: 0.0312053 | Time: 1476.18 ms
[2021-03-20 14:26:44 main:574] : INFO : Epoch 1869 | loss: 0.0312052 | val_loss: 0.0312013 | Time: 1466.89 ms
[2021-03-20 14:26:45 main:574] : INFO : Epoch 1870 | loss: 0.0311985 | val_loss: 0.0311961 | Time: 1455.01 ms
[2021-03-20 14:26:47 main:574] : INFO : Epoch 1871 | loss: 0.0312 | val_loss: 0.031194 | Time: 1467.82 ms
[2021-03-20 14:26:48 main:574] : INFO : Epoch 1872 | loss: 0.0312012 | val_loss: 0.0311971 | Time: 1464.17 ms
[2021-03-20 14:26:50 main:574] : INFO : Epoch 1873 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 1465.24 ms
[2021-03-20 14:26:51 main:574] : INFO : Epoch 1874 | loss: 0.0311992 | val_loss: 0.0311971 | Time: 1467.59 ms
[2021-03-20 14:26:53 main:574] : INFO : Epoch 1875 | loss: 0.0312023 | val_loss: 0.0312078 | Time: 1461.03 ms
[2021-03-20 14:26:54 main:574] : INFO : Epoch 1876 | loss: 0.0312027 | val_loss: 0.0311939 | Time: 1468.14 ms
[2021-03-20 14:26:56 main:574] : INFO : Epoch 1877 | loss: 0.0312045 | val_loss: 0.0312209 | Time: 1460.24 ms
[2021-03-20 14:26:57 main:574] : INFO : Epoch 1878 | loss: 0.0312005 | val_loss: 0.0311918 | Time: 1466.23 ms
[2021-03-20 14:26:59 main:574] : INFO : Epoch 1879 | loss: 0.031192 | val_loss: 0.0311869 | Time: 1468.24 ms
[2021-03-20 14:27:00 main:574] : INFO : Epoch 1880 | loss: 0.0311899 | val_loss: 0.0311904 | Time: 1468.57 ms
[2021-03-20 14:27:02 main:574] : INFO : Epoch 1881 | loss: 0.0311916 | val_loss: 0.0311906 | Time: 1471.36 ms
[2021-03-20 14:27:03 main:574] : INFO : Epoch 1882 | loss: 0.0311865 | val_loss: 0.0311919 | Time: 1458.26 ms
[2021-03-20 14:27:05 main:574] : INFO : Epoch 1883 | loss: 0.0311864 | val_loss: 0.0311847 | Time: 1460.14 ms
[2021-03-20 14:27:06 main:574] : INFO : Epoch 1884 | loss: 0.0311851 | val_loss: 0.0311848 | Time: 1484.03 ms
[2021-03-20 14:27:08 main:574] : INFO : Epoch 1885 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 1459.13 ms
[2021-03-20 14:27:09 main:574] : INFO : Epoch 1886 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 1469.68 ms
[2021-03-20 14:27:11 main:574] : INFO : Epoch 1887 | loss: 0.0311883 | val_loss: 0.0311949 | Time: 1473.91 ms
[2021-03-20 14:27:12 main:574] : INFO : Epoch 1888 | loss: 0.0311862 | val_loss: 0.0311839 | Time: 1463.21 ms
[2021-03-20 14:27:13 main:574] : INFO : Epoch 1889 | loss: 0.031183 | val_loss: 0.0311859 | Time: 1470.02 ms
[2021-03-20 14:27:15 main:574] : INFO : Epoch 1890 | loss: 0.031184 | val_loss: 0.0311986 | Time: 1470.68 ms
[2021-03-20 14:27:16 main:574] : INFO : Epoch 1891 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 1469.07 ms
[2021-03-20 14:27:18 main:574] : INFO : Epoch 1892 | loss: 0.0311916 | val_loss: 0.0311935 | Time: 1463.87 ms
[2021-03-20 14:27:19 main:574] : INFO : Epoch 1893 | loss: 0.0311859 | val_loss: 0.031198 | Time: 1481.03 ms
[2021-03-20 14:27:21 main:574] : INFO : Epoch 1894 | loss: 0.0311845 | val_loss: 0.0311936 | Time: 1467.15 ms
[2021-03-20 14:27:22 main:574] : INFO : Epoch 1895 | loss: 0.0311925 | val_loss: 0.031222 | Time: 1457.17 ms
[2021-03-20 14:27:24 main:574] : INFO : Epoch 1896 | loss: 0.0311994 | val_loss: 0.0311922 | Time: 1476.28 ms
[2021-03-20 14:27:25 main:574] : INFO : Epoch 1897 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 1487.69 ms
[2021-03-20 14:27:27 main:574] : INFO : Epoch 1898 | loss: 0.0311795 | val_loss: 0.031187 | Time: 1464.27 ms
[2021-03-20 14:27:28 main:574] : INFO : Epoch 1899 | loss: 0.0311803 | val_loss: 0.0311801 | Time: 1470.39 ms
[2021-03-20 14:27:30 main:574] : INFO : Epoch 1900 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 1487.82 ms
[2021-03-20 14:27:31 main:574] : INFO : Epoch 1901 | loss: 0.0311803 | val_loss: 0.0311829 | Time: 1477.17 ms
[2021-03-20 14:27:33 main:574] : INFO : Epoch 1902 | loss: 0.0311787 | val_loss: 0.0311771 | Time: 1462.7 ms
[2021-03-20 14:27:34 main:574] : INFO : Epoch 1903 | loss: 0.0311793 | val_loss: 0.0311793 | Time: 1465.05 ms
[2021-03-20 14:27:36 main:574] : INFO : Epoch 1904 | loss: 0.0311779 | val_loss: 0.031179 | Time: 1472.15 ms
[2021-03-20 14:27:37 main:574] : INFO : Epoch 1905 | loss: 0.0311779 | val_loss: 0.0311784 | Time: 1463.52 ms
[2021-03-20 14:27:39 main:574] : INFO : Epoch 1906 | loss: 0.0311766 | val_loss: 0.0311759 | Time: 1463.04 ms
[2021-03-20 14:27:40 main:574] : INFO : Epoch 1907 | loss: 0.031176 | val_loss: 0.0311755 | Time: 1466.36 ms
[2021-03-20 14:27:42 main:574] : INFO : Epoch 1908 | loss: 0.0311764 | val_loss: 0.031176 | Time: 1485.46 ms
[2021-03-20 14:27:43 main:574] : INFO : Epoch 1909 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 1484.12 ms
[2021-03-20 14:27:45 main:574] : INFO : Epoch 1910 | loss: 0.0311761 | val_loss: 0.0311769 | Time: 1478.77 ms
[2021-03-20 14:27:46 main:574] : INFO : Epoch 1911 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 1469.8 ms
[2021-03-20 14:27:48 main:574] : INFO : Epoch 1912 | loss: 0.0311751 | val_loss: 0.0311752 | Time: 1499.47 ms
[2021-03-20 14:27:49 main:574] : INFO : Epoch 1913 | loss: 0.0311748 | val_loss: 0.031192 | Time: 1471.28 ms
[2021-03-20 14:27:51 main:574] : INFO : Epoch 1914 | loss: 0.0311778 | val_loss: 0.031176 | Time: 1497.56 ms
[2021-03-20 14:27:52 main:574] : INFO : Epoch 1915 | loss: 0.0311748 | val_loss: 0.031177 | Time: 1474.46 ms
[2021-03-20 14:27:54 main:574] : INFO : Epoch 1916 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 1521.48 ms
[2021-03-20 14:27:55 main:574] : INFO : Epoch 1917 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1483.99 ms
[2021-03-20 14:27:57 main:574] : INFO : Epoch 1918 | loss: 0.0311785 | val_loss: 0.0311908 | Time: 1476.58 ms
[2021-03-20 14:27:58 main:574] : INFO : Epoch 1919 | loss: 0.0311839 | val_loss: 0.0311928 | Time: 1476.95 ms
[2021-03-20 14:28:00 main:574] : INFO : Epoch 1920 | loss: 0.0311866 | val_loss: 0.0311762 | Time: 1479.42 ms
[2021-03-20 14:28:01 main:574] : INFO : Epoch 1921 | loss: 0.0311774 | val_loss: 0.0311755 | Time: 1478.72 ms
[2021-03-20 14:28:03 main:574] : INFO : Epoch 1922 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 1463.55 ms
[2021-03-20 14:28:04 main:574] : INFO : Epoch 1923 | loss: 0.0311771 | val_loss: 0.0311725 | Time: 1482.29 ms
[2021-03-20 14:28:05 main:574] : INFO : Epoch 1924 | loss: 0.0311741 | val_loss: 0.0311756 | Time: 1459.49 ms
[2021-03-20 14:28:07 main:574] : INFO : Epoch 1925 | loss: 0.0311772 | val_loss: 0.0311725 | Time: 1493.67 ms
[2021-03-20 14:28:08 main:574] : INFO : Epoch 1926 | loss: 0.0311715 | val_loss: 0.0311722 | Time: 1466.15 ms
[2021-03-20 14:28:10 main:574] : INFO : Epoch 1927 | loss: 0.0311709 | val_loss: 0.0311716 | Time: 1468.8 ms
[2021-03-20 14:28:11 main:574] : INFO : Epoch 1928 | loss: 0.0311719 | val_loss: 0.0311717 | Time: 1470.44 ms
[2021-03-20 14:28:13 main:574] : INFO : Epoch 1929 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 1472.86 ms
[2021-03-20 14:28:14 main:574] : INFO : Epoch 1930 | loss: 0.0311729 | val_loss: 0.0311723 | Time: 1462.87 ms
[2021-03-20 14:28:16 main:574] : INFO : Epoch 1931 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 1469.58 ms
[2021-03-20 14:28:17 main:574] : INFO : Epoch 1932 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 1465.36 ms
[2021-03-20 14:28:19 main:574] : INFO : Epoch 1933 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 1471.23 ms
[2021-03-20 14:28:20 main:574] : INFO : Epoch 1934 | loss: 0.031168 | val_loss: 0.0311717 | Time: 1486.24 ms
[2021-03-20 14:28:22 main:574] : INFO : Epoch 1935 | loss: 0.0311664 | val_loss: 0.0311721 | Time: 1487.84 ms
[2021-03-20 14:28:23 main:574] : INFO : Epoch 1936 | loss: 0.0311679 | val_loss: 0.0311725 | Time: 1472.2 ms
[2021-03-20 14:28:25 main:574] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 1474.15 ms
[2021-03-20 14:28:26 main:574] : INFO : Epoch 1938 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 1479.11 ms
[2021-03-20 14:28:28 main:574] : INFO : Epoch 1939 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1487.49 ms
[2021-03-20 14:28:29 main:574] : INFO : Epoch 1940 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 1466.19 ms
[2021-03-20 14:28:31 main:574] : INFO : Epoch 1941 | loss: 0.031167 | val_loss: 0.0311839 | Time: 1471.94 ms
[2021-03-20 14:28:32 main:574] : INFO : Epoch 1942 | loss: 0.0311677 | val_loss: 0.0311781 | Time: 1472.83 ms
[2021-03-20 14:28:34 main:574] : INFO : Epoch 1943 | loss: 0.0311735 | val_loss: 0.031181 | Time: 1492.69 ms
[2021-03-20 14:28:35 main:574] : INFO : Epoch 1944 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 1474.03 ms
[2021-03-20 14:28:37 main:574] : INFO : Epoch 1945 | loss: 0.031166 | val_loss: 0.0311674 | Time: 1474.2 ms
[2021-03-20 14:28:38 main:574] : INFO : Epoch 1946 | loss: 0.0311659 | val_loss: 0.0311679 | Time: 1469.98 ms
[2021-03-20 14:28:40 main:574] : INFO : Epoch 1947 | loss: 0.0311636 | val_loss: 0.0311686 | Time: 1466.97 ms
[2021-03-20 14:28:41 main:574] : INFO : Epoch 1948 | loss: 0.0311627 | val_loss: 0.0311686 | Time: 1467.16 ms
[2021-03-20 14:28:43 main:574] : INFO : Epoch 1949 | loss: 0.0311633 | val_loss: 0.0311692 | Time: 1470.37 ms
[2021-03-20 14:28:44 main:574] : INFO : Epoch 1950 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 1476.44 ms
[2021-03-20 14:28:46 main:574] : INFO : Epoch 1951 | loss: 0.031164 | val_loss: 0.031169 | Time: 1468.82 ms
[2021-03-20 14:28:47 main:574] : INFO : Epoch 1952 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 1476.6 ms
[2021-03-20 14:28:48 main:574] : INFO : Epoch 1953 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 1476.06 ms
[2021-03-20 14:28:50 main:574] : INFO : Epoch 1954 | loss: 0.0311647 | val_loss: 0.0311672 | Time: 1466.35 ms
[2021-03-20 14:28:51 main:574] : INFO : Epoch 1955 | loss: 0.0311632 | val_loss: 0.0311717 | Time: 1492.06 ms
[2021-03-20 14:28:53 main:574] : INFO : Epoch 1956 | loss: 0.031163 | val_loss: 0.0311687 | Time: 1466.06 ms
[2021-03-20 14:28:54 main:574] : INFO : Epoch 1957 | loss: 0.0311637 | val_loss: 0.0311653 | Time: 1468.04 ms
[2021-03-20 14:28:56 main:574] : INFO : Epoch 1958 | loss: 0.0311618 | val_loss: 0.031172 | Time: 1474.91 ms
[2021-03-20 14:28:57 main:574] : INFO : Epoch 1959 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 1480.58 ms
[2021-03-20 14:28:59 main:574] : INFO : Epoch 1960 | loss: 0.0311663 | val_loss: 0.0311745 | Time: 1488.96 ms
[2021-03-20 14:29:00 main:574] : INFO : Epoch 1961 | loss: 0.0311637 | val_loss: 0.0311652 | Time: 1492.4 ms
[2021-03-20 14:29:02 main:574] : INFO : Epoch 1962 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 1506.28 ms
[2021-03-20 14:29:03 main:574] : INFO : Epoch 1963 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 1480.74 ms
[2021-03-20 14:29:05 main:574] : INFO : Epoch 1964 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1480.21 ms
[2021-03-20 14:29:06 main:574] : INFO : Epoch 1965 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 1478.04 ms
[2021-03-20 14:29:08 main:574] : INFO : Epoch 1966 | loss: 0.0311621 | val_loss: 0.0311707 | Time: 1494.16 ms
[2021-03-20 14:29:09 main:574] : INFO : Epoch 1967 | loss: 0.0311615 | val_loss: 0.0311689 | Time: 1483.15 ms
[2021-03-20 14:29:11 main:574] : INFO : Epoch 1968 | loss: 0.0311661 | val_loss: 0.0311681 | Time: 1475.86 ms
[2021-03-20 14:29:12 main:574] : INFO : Epoch 1969 | loss: 0.0311627 | val_loss: 0.031175 | Time: 1493.79 ms
[2021-03-20 14:29:14 main:574] : INFO : Epoch 1970 | loss: 0.0311701 | val_loss: 0.0311695 | Time: 1466.99 ms
[2021-03-20 14:29:15 main:574] : INFO : Epoch 1971 | loss: 0.031165 | val_loss: 0.0311719 | Time: 1486.08 ms
[2021-03-20 14:29:17 main:574] : INFO : Epoch 1972 | loss: 0.0311628 | val_loss: 0.0311649 | Time: 1490.17 ms
[2021-03-20 14:29:18 main:574] : INFO : Epoch 1973 | loss: 0.0311585 | val_loss: 0.0311644 | Time: 1482.74 ms
[2021-03-20 14:29:20 main:574] : INFO : Epoch 1974 | loss: 0.0311579 | val_loss: 0.0311634 | Time: 1492.22 ms
[2021-03-20 14:29:21 main:574] : INFO : Epoch 1975 | loss: 0.0311595 | val_loss: 0.0311712 | Time: 1472.76 ms
[2021-03-20 14:29:23 main:574] : INFO : Epoch 1976 | loss: 0.0311577 | val_loss: 0.0311628 | Time: 1473.29 ms
[2021-03-20 14:29:24 main:574] : INFO : Epoch 1977 | loss: 0.0311577 | val_loss: 0.0311654 | Time: 1484.33 ms
[2021-03-20 14:29:26 main:574] : INFO : Epoch 1978 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 1464.96 ms
[2021-03-20 14:29:27 main:574] : INFO : Epoch 1979 | loss: 0.0311569 | val_loss: 0.0311628 | Time: 1476.95 ms
[2021-03-20 14:29:29 main:574] : INFO : Epoch 1980 | loss: 0.0311572 | val_loss: 0.0311697 | Time: 1467.89 ms
[2021-03-20 14:29:30 main:574] : INFO : Epoch 1981 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 1497.38 ms
[2021-03-20 14:29:32 main:574] : INFO : Epoch 1982 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 1559.94 ms
[2021-03-20 14:29:33 main:574] : INFO : Epoch 1983 | loss: 0.0311563 | val_loss: 0.0311661 | Time: 1599.95 ms
[2021-03-20 14:29:35 main:574] : INFO : Epoch 1984 | loss: 0.0311572 | val_loss: 0.0311637 | Time: 1468.89 ms
[2021-03-20 14:29:36 main:574] : INFO : Epoch 1985 | loss: 0.0311556 | val_loss: 0.0311612 | Time: 1474.22 ms
[2021-03-20 14:29:38 main:574] : INFO : Epoch 1986 | loss: 0.0311548 | val_loss: 0.0311636 | Time: 1484.3 ms
[2021-03-20 14:29:39 main:574] : INFO : Epoch 1987 | loss: 0.031156 | val_loss: 0.0311615 | Time: 1470.53 ms
[2021-03-20 14:29:41 main:574] : INFO : Epoch 1988 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 1484.87 ms
[2021-03-20 14:29:42 main:574] : INFO : Epoch 1989 | loss: 0.0311552 | val_loss: 0.0311614 | Time: 1492.06 ms
[2021-03-20 14:29:44 main:574] : INFO : Epoch 1990 | loss: 0.0311542 | val_loss: 0.0311664 | Time: 1520.97 ms
[2021-03-20 14:29:45 main:574] : INFO : Epoch 1991 | loss: 0.0311542 | val_loss: 0.0311615 | Time: 1455.79 ms
[2021-03-20 14:29:47 main:574] : INFO : Epoch 1992 | loss: 0.0311537 | val_loss: 0.0311611 | Time: 1468.53 ms
[2021-03-20 14:29:48 main:574] : INFO : Epoch 1993 | loss: 0.0311541 | val_loss: 0.0311606 | Time: 1474.14 ms
[2021-03-20 14:29:50 main:574] : INFO : Epoch 1994 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 1480.91 ms
[2021-03-20 14:29:51 main:574] : INFO : Epoch 1995 | loss: 0.0311543 | val_loss: 0.0311605 | Time: 1465.69 ms
[2021-03-20 14:29:53 main:574] : INFO : Epoch 1996 | loss: 0.0311546 | val_loss: 0.031162 | Time: 1471.23 ms
[2021-03-20 14:29:54 main:574] : INFO : Epoch 1997 | loss: 0.0311547 | val_loss: 0.0311601 | Time: 1462.41 ms
[2021-03-20 14:29:56 main:574] : INFO : Epoch 1998 | loss: 0.0311541 | val_loss: 0.0311606 | Time: 1465.74 ms
[2021-03-20 14:29:57 main:574] : INFO : Epoch 1999 | loss: 0.0311562 | val_loss: 0.0311599 | Time: 1454.87 ms
[2021-03-20 14:29:59 main:574] : INFO : Epoch 2000 | loss: 0.031159 | val_loss: 0.0311637 | Time: 1466.93 ms
[2021-03-20 14:30:00 main:574] : INFO : Epoch 2001 | loss: 0.0311574 | val_loss: 0.0311591 | Time: 1467.49 ms
[2021-03-20 14:30:02 main:574] : INFO : Epoch 2002 | loss: 0.0311536 | val_loss: 0.0311684 | Time: 1467.93 ms
[2021-03-20 14:30:03 main:574] : INFO : Epoch 2003 | loss: 0.0311573 | val_loss: 0.0311645 | Time: 1458.43 ms
[2021-03-20 14:30:05 main:574] : INFO : Epoch 2004 | loss: 0.0311568 | val_loss: 0.0311633 | Time: 1458.9 ms
[2021-03-20 14:30:06 main:574] : INFO : Epoch 2005 | loss: 0.0311569 | val_loss: 0.031165 | Time: 1463.34 ms
[2021-03-20 14:30:07 main:574] : INFO : Epoch 2006 | loss: 0.0311525 | val_loss: 0.0311612 | Time: 1462.17 ms
[2021-03-20 14:30:09 main:574] : INFO : Epoch 2007 | loss: 0.0311536 | val_loss: 0.0311677 | Time: 1462.85 ms
[2021-03-20 14:30:10 main:574] : INFO : Epoch 2008 | loss: 0.0311558 | val_loss: 0.0311594 | Time: 1467.34 ms
[2021-03-20 14:30:12 main:574] : INFO : Epoch 2009 | loss: 0.0311526 | val_loss: 0.0311589 | Time: 1461.65 ms
[2021-03-20 14:30:13 main:574] : INFO : Epoch 2010 | loss: 0.0311518 | val_loss: 0.03116 | Time: 1516.88 ms
[2021-03-20 14:30:15 main:574] : INFO : Epoch 2011 | loss: 0.0311535 | val_loss: 0.0311598 | Time: 1490.7 ms
[2021-03-20 14:30:16 main:574] : INFO : Epoch 2012 | loss: 0.0311535 | val_loss: 0.0311603 | Time: 1511.5 ms
[2021-03-20 14:30:18 main:574] : INFO : Epoch 2013 | loss: 0.0311551 | val_loss: 0.0311634 | Time: 1502.18 ms
[2021-03-20 14:30:19 main:574] : INFO : Epoch 2014 | loss: 0.0311535 | val_loss: 0.0311606 | Time: 1495.56 ms
[2021-03-20 14:30:21 main:574] : INFO : Epoch 2015 | loss: 0.0311527 | val_loss: 0.0311611 | Time: 1498.72 ms
[2021-03-20 14:30:22 main:574] : INFO : Epoch 2016 | loss: 0.0311518 | val_loss: 0.0311616 | Time: 1460.71 ms
[2021-03-20 14:30:24 main:574] : INFO : Epoch 2017 | loss: 0.0311524 | val_loss: 0.0311614 | Time: 1468.19 ms
[2021-03-20 14:30:25 main:574] : INFO : Epoch 2018 | loss: 0.0311513 | val_loss: 0.03116 | Time: 1475.61 ms
[2021-03-20 14:30:27 main:574] : INFO : Epoch 2019 | loss: 0.0311536 | val_loss: 0.0311608 | Time: 1474.5 ms
[2021-03-20 14:30:28 main:574] : INFO : Epoch 2020 | loss: 0.031154 | val_loss: 0.0311661 | Time: 1457.61 ms
[2021-03-20 14:30:30 main:574] : INFO : Epoch 2021 | loss: 0.0311582 | val_loss: 0.0311743 | Time: 1468.24 ms
[2021-03-20 14:30:31 main:574] : INFO : Epoch 2022 | loss: 0.031159 | val_loss: 0.0311597 | Time: 1492.2 ms
[2021-03-20 14:30:33 main:574] : INFO : Epoch 2023 | loss: 0.0311547 | val_loss: 0.0311614 | Time: 1513.29 ms
[2021-03-20 14:30:34 main:574] : INFO : Epoch 2024 | loss: 0.0311536 | val_loss: 0.0311628 | Time: 1499.62 ms
[2021-03-20 14:30:36 main:574] : INFO : Epoch 2025 | loss: 0.0311523 | val_loss: 0.0311611 | Time: 1498.14 ms
[2021-03-20 14:30:37 main:574] : INFO : Epoch 2026 | loss: 0.0311525 | val_loss: 0.0311626 | Time: 1502.71 ms
[2021-03-20 14:30:39 main:574] : INFO : Epoch 2027 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 1481.87 ms
[2021-03-20 14:30:40 main:574] : INFO : Epoch 2028 | loss: 0.0311519 | val_loss: 0.031161 | Time: 1465.36 ms
[2021-03-20 14:30:42 main:574] : INFO : Epoch 2029 | loss: 0.0311515 | val_loss: 0.031167 | Time: 1460.55 ms
[2021-03-20 14:30:43 main:574] : INFO : Epoch 2030 | loss: 0.0311512 | val_loss: 0.0311626 | Time: 1467.17 ms
[2021-03-20 14:30:45 main:574] : INFO : Epoch 2031 | loss: 0.031151 | val_loss: 0.031161 | Time: 1457.78 ms
[2021-03-20 14:30:46 main:574] : INFO : Epoch 2032 | loss: 0.0311502 | val_loss: 0.0311619 | Time: 1468.77 ms
[2021-03-20 14:30:48 main:574] : INFO : Epoch 2033 | loss: 0.0311523 | val_loss: 0.031164 | Time: 1471.42 ms
[2021-03-20 14:30:49 main:574] : INFO : Epoch 2034 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 1466.89 ms
[2021-03-20 14:30:51 main:574] : INFO : Epoch 2035 | loss: 0.0311515 | val_loss: 0.0311608 | Time: 1473.57 ms
[2021-03-20 14:30:52 main:574] : INFO : Epoch 2036 | loss: 0.0311515 | val_loss: 0.0311603 | Time: 1467.48 ms
[2021-03-20 14:30:54 main:574] : INFO : Epoch 2037 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 1467.04 ms
[2021-03-20 14:30:55 main:574] : INFO : Epoch 2038 | loss: 0.0311535 | val_loss: 0.0311612 | Time: 1480.83 ms
[2021-03-20 14:30:57 main:574] : INFO : Epoch 2039 | loss: 0.0311509 | val_loss: 0.0311628 | Time: 1465.43 ms
[2021-03-20 14:30:58 main:574] : INFO : Epoch 2040 | loss: 0.0311516 | val_loss: 0.0311663 | Time: 1468.66 ms
[2021-03-20 14:31:00 main:574] : INFO : Epoch 2041 | loss: 0.031153 | val_loss: 0.0311615 | Time: 1463.87 ms
[2021-03-20 14:31:01 main:574] : INFO : Epoch 2042 | loss: 0.0311516 | val_loss: 0.0311612 | Time: 1470.17 ms
[2021-03-20 14:31:03 main:574] : INFO : Epoch 2043 | loss: 0.03115 | val_loss: 0.0311585 | Time: 1475.54 ms
[2021-03-20 14:31:04 main:574] : INFO : Epoch 2044 | loss: 0.0311508 | val_loss: 0.0311586 | Time: 1472.63 ms
[2021-03-20 14:31:05 main:574] : INFO : Epoch 2045 | loss: 0.0311502 | val_loss: 0.0311613 | Time: 1459.76 ms
[2021-03-20 14:31:07 main:574] : INFO : Epoch 2046 | loss: 0.0311497 | val_loss: 0.0311654 | Time: 1472.26 ms
[2021-03-20 14:31:08 main:574] : INFO : Epoch 2047 | loss: 0.0311528 | val_loss: 0.031167 | Time: 1462.85 ms
[2021-03-20 14:31:10 main:574] : INFO : Epoch 2048 | loss: 0.0311508 | val_loss: 0.0311662 | Time: 1470.18 ms
[2021-03-20 14:31:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311662
[2021-03-20 14:31:10 main:603] : INFO : Saving end state to config to file
[2021-03-20 14:31:10 main:608] : INFO : Success, exiting..
14:31:10 (14372): 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)