Task 10847082
| Name | ParityModified-1639956762-24909-2-0_0 |
| Workunit | 8154499 |
| Created | 17 Jan 2022, 12:43:07 UTC |
| Sent | 3 Feb 2022, 20:34:07 UTC |
| Report deadline | 11 Feb 2022, 20:34:07 UTC |
| Received | 3 Feb 2022, 23:19:15 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7672 |
| Run time | 51 min 3 sec |
| CPU time | 50 min 24 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,857.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312163 | val_loss: 0.0312161 | Time: 1501.81 ms
[2022-02-03 23:06:27 main:574] : INFO : Epoch 1543 | loss: 0.0312157 | val_loss: 0.0312166 | Time: 1461.12 ms
[2022-02-03 23:06:29 main:574] : INFO : Epoch 1544 | loss: 0.0312159 | val_loss: 0.0312168 | Time: 1492.62 ms
[2022-02-03 23:06:30 main:574] : INFO : Epoch 1545 | loss: 0.0312177 | val_loss: 0.0312182 | Time: 1529.02 ms
[2022-02-03 23:06:32 main:574] : INFO : Epoch 1546 | loss: 0.0312172 | val_loss: 0.0312193 | Time: 1493.69 ms
[2022-02-03 23:06:33 main:574] : INFO : Epoch 1547 | loss: 0.0312176 | val_loss: 0.0312168 | Time: 1484.7 ms
[2022-02-03 23:06:35 main:574] : INFO : Epoch 1548 | loss: 0.0312194 | val_loss: 0.0312206 | Time: 1478.69 ms
[2022-02-03 23:06:36 main:574] : INFO : Epoch 1549 | loss: 0.0312217 | val_loss: 0.0312228 | Time: 1451.16 ms
[2022-02-03 23:06:38 main:574] : INFO : Epoch 1550 | loss: 0.0312216 | val_loss: 0.0312224 | Time: 1507.45 ms
[2022-02-03 23:06:39 main:574] : INFO : Epoch 1551 | loss: 0.0312232 | val_loss: 0.0312222 | Time: 1482.1 ms
[2022-02-03 23:06:41 main:574] : INFO : Epoch 1552 | loss: 0.0312247 | val_loss: 0.0312256 | Time: 1487.1 ms
[2022-02-03 23:06:42 main:574] : INFO : Epoch 1553 | loss: 0.031221 | val_loss: 0.0312201 | Time: 1480.51 ms
[2022-02-03 23:06:44 main:574] : INFO : Epoch 1554 | loss: 0.0312196 | val_loss: 0.03122 | Time: 1481.46 ms
[2022-02-03 23:06:45 main:574] : INFO : Epoch 1555 | loss: 0.0312187 | val_loss: 0.0312207 | Time: 1473.53 ms
[2022-02-03 23:06:46 main:574] : INFO : Epoch 1556 | loss: 0.0312193 | val_loss: 0.0312215 | Time: 1468.69 ms
[2022-02-03 23:06:48 main:574] : INFO : Epoch 1557 | loss: 0.0312189 | val_loss: 0.031219 | Time: 1467.93 ms
[2022-02-03 23:06:49 main:574] : INFO : Epoch 1558 | loss: 0.0312185 | val_loss: 0.0312214 | Time: 1477.5 ms
[2022-02-03 23:06:51 main:574] : INFO : Epoch 1559 | loss: 0.0312206 | val_loss: 0.0312221 | Time: 1494.69 ms
[2022-02-03 23:06:52 main:574] : INFO : Epoch 1560 | loss: 0.0312209 | val_loss: 0.0312197 | Time: 1462.83 ms
[2022-02-03 23:06:54 main:574] : INFO : Epoch 1561 | loss: 0.0312207 | val_loss: 0.0312195 | Time: 1501.05 ms
[2022-02-03 23:06:55 main:574] : INFO : Epoch 1562 | loss: 0.0312202 | val_loss: 0.0312188 | Time: 1486.57 ms
[2022-02-03 23:06:57 main:574] : INFO : Epoch 1563 | loss: 0.0312192 | val_loss: 0.031219 | Time: 1460.37 ms
[2022-02-03 23:06:58 main:574] : INFO : Epoch 1564 | loss: 0.0312188 | val_loss: 0.0312184 | Time: 1489.22 ms
[2022-02-03 23:07:00 main:574] : INFO : Epoch 1565 | loss: 0.0312207 | val_loss: 0.0312186 | Time: 1495.2 ms
[2022-02-03 23:07:01 main:574] : INFO : Epoch 1566 | loss: 0.0312205 | val_loss: 0.0312187 | Time: 1493.49 ms
[2022-02-03 23:07:03 main:574] : INFO : Epoch 1567 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 1477.12 ms
[2022-02-03 23:07:04 main:574] : INFO : Epoch 1568 | loss: 0.0312179 | val_loss: 0.0312178 | Time: 1500.82 ms
[2022-02-03 23:07:06 main:574] : INFO : Epoch 1569 | loss: 0.0312175 | val_loss: 0.0312174 | Time: 1492.45 ms
[2022-02-03 23:07:07 main:574] : INFO : Epoch 1570 | loss: 0.0312171 | val_loss: 0.0312174 | Time: 1512.77 ms
[2022-02-03 23:07:09 main:574] : INFO : Epoch 1571 | loss: 0.0312182 | val_loss: 0.0312198 | Time: 1499.53 ms
[2022-02-03 23:07:10 main:574] : INFO : Epoch 1572 | loss: 0.0312174 | val_loss: 0.0312178 | Time: 1497.45 ms
[2022-02-03 23:07:12 main:574] : INFO : Epoch 1573 | loss: 0.0312171 | val_loss: 0.031217 | Time: 1479.03 ms
[2022-02-03 23:07:13 main:574] : INFO : Epoch 1574 | loss: 0.0312174 | val_loss: 0.0312177 | Time: 1464.35 ms
[2022-02-03 23:07:15 main:574] : INFO : Epoch 1575 | loss: 0.0312175 | val_loss: 0.0312202 | Time: 1482.41 ms
[2022-02-03 23:07:16 main:574] : INFO : Epoch 1576 | loss: 0.0312183 | val_loss: 0.0312183 | Time: 1508.54 ms
[2022-02-03 23:07:18 main:574] : INFO : Epoch 1577 | loss: 0.0312175 | val_loss: 0.0312175 | Time: 1485.46 ms
[2022-02-03 23:07:19 main:574] : INFO : Epoch 1578 | loss: 0.0312197 | val_loss: 0.03122 | Time: 1498.06 ms
[2022-02-03 23:07:21 main:574] : INFO : Epoch 1579 | loss: 0.0312178 | val_loss: 0.0312168 | Time: 1482.56 ms
[2022-02-03 23:07:22 main:574] : INFO : Epoch 1580 | loss: 0.0312176 | val_loss: 0.0312159 | Time: 1475.74 ms
[2022-02-03 23:07:24 main:574] : INFO : Epoch 1581 | loss: 0.0312161 | val_loss: 0.0312159 | Time: 1463.72 ms
[2022-02-03 23:07:25 main:574] : INFO : Epoch 1582 | loss: 0.0312155 | val_loss: 0.0312159 | Time: 1481.6 ms
[2022-02-03 23:07:27 main:574] : INFO : Epoch 1583 | loss: 0.031216 | val_loss: 0.0312171 | Time: 1466.21 ms
[2022-02-03 23:07:28 main:574] : INFO : Epoch 1584 | loss: 0.0312172 | val_loss: 0.0312169 | Time: 1506.17 ms
[2022-02-03 23:07:30 main:574] : INFO : Epoch 1585 | loss: 0.0312165 | val_loss: 0.0312137 | Time: 1496.25 ms
[2022-02-03 23:07:31 main:574] : INFO : Epoch 1586 | loss: 0.0312171 | val_loss: 0.0312153 | Time: 1457.54 ms
[2022-02-03 23:07:33 main:574] : INFO : Epoch 1587 | loss: 0.0312179 | val_loss: 0.0312149 | Time: 1450.1 ms
[2022-02-03 23:07:34 main:574] : INFO : Epoch 1588 | loss: 0.0312405 | val_loss: 0.0312967 | Time: 1481.47 ms
[2022-02-03 23:07:36 main:574] : INFO : Epoch 1589 | loss: 0.0560789 | val_loss: 0.0519338 | Time: 1480.22 ms
[2022-02-03 23:07:37 main:574] : INFO : Epoch 1590 | loss: 0.0491731 | val_loss: 0.060516 | Time: 1499.88 ms
[2022-02-03 23:07:39 main:574] : INFO : Epoch 1591 | loss: 0.0377114 | val_loss: 0.0322589 | Time: 1477.95 ms
[2022-02-03 23:07:40 main:574] : INFO : Epoch 1592 | loss: 0.0321346 | val_loss: 0.0314429 | Time: 1472.93 ms
[2022-02-03 23:07:42 main:574] : INFO : Epoch 1593 | loss: 0.0314008 | val_loss: 0.0313223 | Time: 1464.96 ms
[2022-02-03 23:07:43 main:574] : INFO : Epoch 1594 | loss: 0.0312835 | val_loss: 0.0312703 | Time: 1478.33 ms
[2022-02-03 23:07:45 main:574] : INFO : Epoch 1595 | loss: 0.031264 | val_loss: 0.0312615 | Time: 1458.95 ms
[2022-02-03 23:07:46 main:574] : INFO : Epoch 1596 | loss: 0.0312595 | val_loss: 0.0312606 | Time: 1459.94 ms
[2022-02-03 23:07:47 main:574] : INFO : Epoch 1597 | loss: 0.0312583 | val_loss: 0.0312586 | Time: 1478.93 ms
[2022-02-03 23:07:49 main:574] : INFO : Epoch 1598 | loss: 0.0312569 | val_loss: 0.0312575 | Time: 1464.21 ms
[2022-02-03 23:07:50 main:574] : INFO : Epoch 1599 | loss: 0.0312569 | val_loss: 0.0312573 | Time: 1463.88 ms
[2022-02-03 23:07:52 main:574] : INFO : Epoch 1600 | loss: 0.0312563 | val_loss: 0.0312565 | Time: 1541.24 ms
[2022-02-03 23:07:53 main:574] : INFO : Epoch 1601 | loss: 0.0312553 | val_loss: 0.031255 | Time: 1491.38 ms
[2022-02-03 23:07:55 main:574] : INFO : Epoch 1602 | loss: 0.0312542 | val_loss: 0.0312543 | Time: 1456.39 ms
[2022-02-03 23:07:56 main:574] : INFO : Epoch 1603 | loss: 0.0312534 | val_loss: 0.0312532 | Time: 1483.22 ms
[2022-02-03 23:07:58 main:574] : INFO : Epoch 1604 | loss: 0.0312529 | val_loss: 0.0312528 | Time: 1516.65 ms
[2022-02-03 23:07:59 main:574] : INFO : Epoch 1605 | loss: 0.0312524 | val_loss: 0.0312523 | Time: 1516.85 ms
[2022-02-03 23:08:01 main:574] : INFO : Epoch 1606 | loss: 0.031252 | val_loss: 0.0312516 | Time: 1485.26 ms
[2022-02-03 23:08:02 main:574] : INFO : Epoch 1607 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1501.68 ms
[2022-02-03 23:08:04 main:574] : INFO : Epoch 1608 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1505.7 ms
[2022-02-03 23:08:05 main:574] : INFO : Epoch 1609 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1444.45 ms
[2022-02-03 23:08:07 main:574] : INFO : Epoch 1610 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1467.28 ms
[2022-02-03 23:08:08 main:574] : INFO : Epoch 1611 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1469.91 ms
[2022-02-03 23:08:10 main:574] : INFO : Epoch 1612 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1490.45 ms
[2022-02-03 23:08:11 main:574] : INFO : Epoch 1613 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1491.54 ms
[2022-02-03 23:08:13 main:574] : INFO : Epoch 1614 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1491.21 ms
[2022-02-03 23:08:14 main:574] : INFO : Epoch 1615 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1489.21 ms
[2022-02-03 23:08:16 main:574] : INFO : Epoch 1616 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1492.41 ms
[2022-02-03 23:08:17 main:574] : INFO : Epoch 1617 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1469.59 ms
[2022-02-03 23:08:19 main:574] : INFO : Epoch 1618 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1478.47 ms
[2022-02-03 23:08:20 main:574] : INFO : Epoch 1619 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1476.22 ms
[2022-02-03 23:08:22 main:574] : INFO : Epoch 1620 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1482.42 ms
[2022-02-03 23:08:23 main:574] : INFO : Epoch 1621 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 1479.69 ms
[2022-02-03 23:08:25 main:574] : INFO : Epoch 1622 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1444.43 ms
[2022-02-03 23:08:26 main:574] : INFO : Epoch 1623 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1478.82 ms
[2022-02-03 23:08:28 main:574] : INFO : Epoch 1624 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 1470.86 ms
[2022-02-03 23:08:29 main:574] : INFO : Epoch 1625 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1478.15 ms
[2022-02-03 23:08:31 main:574] : INFO : Epoch 1626 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1514.32 ms
[2022-02-03 23:08:32 main:574] : INFO : Epoch 1627 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1495.76 ms
[2022-02-03 23:08:34 main:574] : INFO : Epoch 1628 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 1473.77 ms
[2022-02-03 23:08:35 main:574] : INFO : Epoch 1629 | loss: 0.0312468 | val_loss: 0.031246 | Time: 1495.85 ms
[2022-02-03 23:08:37 main:574] : INFO : Epoch 1630 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 1479.13 ms
[2022-02-03 23:08:38 main:574] : INFO : Epoch 1631 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 1489.08 ms
[2022-02-03 23:08:40 main:574] : INFO : Epoch 1632 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 1468.01 ms
[2022-02-03 23:08:41 main:574] : INFO : Epoch 1633 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1467.64 ms
[2022-02-03 23:08:43 main:574] : INFO : Epoch 1634 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1482.03 ms
[2022-02-03 23:08:44 main:574] : INFO : Epoch 1635 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1467.24 ms
[2022-02-03 23:08:46 main:574] : INFO : Epoch 1636 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 1504.72 ms
[2022-02-03 23:08:47 main:574] : INFO : Epoch 1637 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1512.06 ms
[2022-02-03 23:08:49 main:574] : INFO : Epoch 1638 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 1475.18 ms
[2022-02-03 23:08:50 main:574] : INFO : Epoch 1639 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 1485.98 ms
[2022-02-03 23:08:52 main:574] : INFO : Epoch 1640 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1485.76 ms
[2022-02-03 23:08:53 main:574] : INFO : Epoch 1641 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 1484.72 ms
[2022-02-03 23:08:55 main:574] : INFO : Epoch 1642 | loss: 0.0312444 | val_loss: 0.0312439 | Time: 1487.78 ms
[2022-02-03 23:08:56 main:574] : INFO : Epoch 1643 | loss: 0.0312442 | val_loss: 0.0312438 | Time: 1486.86 ms
[2022-02-03 23:08:57 main:574] : INFO : Epoch 1644 | loss: 0.0312441 | val_loss: 0.0312431 | Time: 1477.32 ms
[2022-02-03 23:08:59 main:574] : INFO : Epoch 1645 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 1475.88 ms
[2022-02-03 23:09:00 main:574] : INFO : Epoch 1646 | loss: 0.0312439 | val_loss: 0.0312432 | Time: 1476.32 ms
[2022-02-03 23:09:02 main:574] : INFO : Epoch 1647 | loss: 0.0312437 | val_loss: 0.0312436 | Time: 1485.06 ms
[2022-02-03 23:09:03 main:574] : INFO : Epoch 1648 | loss: 0.0312437 | val_loss: 0.031243 | Time: 1502.93 ms
[2022-02-03 23:09:05 main:574] : INFO : Epoch 1649 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 1538.69 ms
[2022-02-03 23:09:07 main:574] : INFO : Epoch 1650 | loss: 0.031243 | val_loss: 0.0312422 | Time: 1509.13 ms
[2022-02-03 23:09:08 main:574] : INFO : Epoch 1651 | loss: 0.0312429 | val_loss: 0.0312422 | Time: 1502.36 ms
[2022-02-03 23:09:10 main:574] : INFO : Epoch 1652 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 1502.11 ms
[2022-02-03 23:09:11 main:574] : INFO : Epoch 1653 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 1472.58 ms
[2022-02-03 23:09:12 main:574] : INFO : Epoch 1654 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 1469.85 ms
[2022-02-03 23:09:14 main:574] : INFO : Epoch 1655 | loss: 0.0312422 | val_loss: 0.0312415 | Time: 1464.38 ms
[2022-02-03 23:09:15 main:574] : INFO : Epoch 1656 | loss: 0.0312421 | val_loss: 0.0312413 | Time: 1479.07 ms
[2022-02-03 23:09:17 main:574] : INFO : Epoch 1657 | loss: 0.0312421 | val_loss: 0.0312415 | Time: 1508.14 ms
[2022-02-03 23:09:18 main:574] : INFO : Epoch 1658 | loss: 0.0312424 | val_loss: 0.0312416 | Time: 1489.72 ms
[2022-02-03 23:09:20 main:574] : INFO : Epoch 1659 | loss: 0.0312424 | val_loss: 0.031241 | Time: 1470.11 ms
[2022-02-03 23:09:21 main:574] : INFO : Epoch 1660 | loss: 0.0312422 | val_loss: 0.0312423 | Time: 1483.6 ms
[2022-02-03 23:09:23 main:574] : INFO : Epoch 1661 | loss: 0.0312419 | val_loss: 0.031241 | Time: 1449.17 ms
[2022-02-03 23:09:24 main:574] : INFO : Epoch 1662 | loss: 0.0312413 | val_loss: 0.0312408 | Time: 1472.09 ms
[2022-02-03 23:09:26 main:574] : INFO : Epoch 1663 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 1474.83 ms
[2022-02-03 23:09:27 main:574] : INFO : Epoch 1664 | loss: 0.0312411 | val_loss: 0.0312401 | Time: 1496.47 ms
[2022-02-03 23:09:29 main:574] : INFO : Epoch 1665 | loss: 0.0312407 | val_loss: 0.0312414 | Time: 1493.24 ms
[2022-02-03 23:09:30 main:574] : INFO : Epoch 1666 | loss: 0.0312411 | val_loss: 0.0312398 | Time: 1464.37 ms
[2022-02-03 23:09:32 main:574] : INFO : Epoch 1667 | loss: 0.0312404 | val_loss: 0.0312397 | Time: 1502.95 ms
[2022-02-03 23:09:33 main:574] : INFO : Epoch 1668 | loss: 0.0312405 | val_loss: 0.0312394 | Time: 1479.79 ms
[2022-02-03 23:09:35 main:574] : INFO : Epoch 1669 | loss: 0.0312401 | val_loss: 0.0312393 | Time: 1475.04 ms
[2022-02-03 23:09:36 main:574] : INFO : Epoch 1670 | loss: 0.0312401 | val_loss: 0.0312392 | Time: 1477.22 ms
[2022-02-03 23:09:38 main:574] : INFO : Epoch 1671 | loss: 0.0312398 | val_loss: 0.0312394 | Time: 1490.87 ms
[2022-02-03 23:09:39 main:574] : INFO : Epoch 1672 | loss: 0.0312398 | val_loss: 0.031239 | Time: 1489.07 ms
[2022-02-03 23:09:41 main:574] : INFO : Epoch 1673 | loss: 0.0312397 | val_loss: 0.031241 | Time: 1518.3 ms
[2022-02-03 23:09:42 main:574] : INFO : Epoch 1674 | loss: 0.0312405 | val_loss: 0.0312384 | Time: 1485.33 ms
[2022-02-03 23:09:44 main:574] : INFO : Epoch 1675 | loss: 0.0312388 | val_loss: 0.031238 | Time: 1473.04 ms
[2022-02-03 23:09:45 main:574] : INFO : Epoch 1676 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 1460.96 ms
[2022-02-03 23:09:47 main:574] : INFO : Epoch 1677 | loss: 0.0312374 | val_loss: 0.0312366 | Time: 1493.14 ms
[2022-02-03 23:09:48 main:574] : INFO : Epoch 1678 | loss: 0.031237 | val_loss: 0.0312363 | Time: 1478.53 ms
[2022-02-03 23:09:50 main:574] : INFO : Epoch 1679 | loss: 0.0312369 | val_loss: 0.031236 | Time: 1488.68 ms
[2022-02-03 23:09:51 main:574] : INFO : Epoch 1680 | loss: 0.031237 | val_loss: 0.0312364 | Time: 1462.96 ms
[2022-02-03 23:09:53 main:574] : INFO : Epoch 1681 | loss: 0.0312371 | val_loss: 0.0312365 | Time: 1456.88 ms
[2022-02-03 23:09:54 main:574] : INFO : Epoch 1682 | loss: 0.0312367 | val_loss: 0.0312356 | Time: 1475.4 ms
[2022-02-03 23:09:56 main:574] : INFO : Epoch 1683 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 1452.21 ms
[2022-02-03 23:09:57 main:574] : INFO : Epoch 1684 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 1467.44 ms
[2022-02-03 23:09:58 main:574] : INFO : Epoch 1685 | loss: 0.0312366 | val_loss: 0.0312355 | Time: 1473.96 ms
[2022-02-03 23:10:00 main:574] : INFO : Epoch 1686 | loss: 0.0312359 | val_loss: 0.0312351 | Time: 1510.21 ms
[2022-02-03 23:10:01 main:574] : INFO : Epoch 1687 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 1482.13 ms
[2022-02-03 23:10:03 main:574] : INFO : Epoch 1688 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 1495.55 ms
[2022-02-03 23:10:04 main:574] : INFO : Epoch 1689 | loss: 0.0312357 | val_loss: 0.031235 | Time: 1481.81 ms
[2022-02-03 23:10:06 main:574] : INFO : Epoch 1690 | loss: 0.0312354 | val_loss: 0.0312352 | Time: 1496.06 ms
[2022-02-03 23:10:07 main:574] : INFO : Epoch 1691 | loss: 0.0312356 | val_loss: 0.031236 | Time: 1475.09 ms
[2022-02-03 23:10:09 main:574] : INFO : Epoch 1692 | loss: 0.0312359 | val_loss: 0.031235 | Time: 1486.32 ms
[2022-02-03 23:10:10 main:574] : INFO : Epoch 1693 | loss: 0.0312355 | val_loss: 0.0312353 | Time: 1462.17 ms
[2022-02-03 23:10:12 main:574] : INFO : Epoch 1694 | loss: 0.0312352 | val_loss: 0.0312352 | Time: 1509.16 ms
[2022-02-03 23:10:13 main:574] : INFO : Epoch 1695 | loss: 0.0312351 | val_loss: 0.0312349 | Time: 1482.61 ms
[2022-02-03 23:10:15 main:574] : INFO : Epoch 1696 | loss: 0.0312356 | val_loss: 0.0312341 | Time: 1487.81 ms
[2022-02-03 23:10:16 main:574] : INFO : Epoch 1697 | loss: 0.031236 | val_loss: 0.0312338 | Time: 1477.04 ms
[2022-02-03 23:10:18 main:574] : INFO : Epoch 1698 | loss: 0.031235 | val_loss: 0.0312339 | Time: 1510.62 ms
[2022-02-03 23:10:19 main:574] : INFO : Epoch 1699 | loss: 0.0312351 | val_loss: 0.0312338 | Time: 1486.22 ms
[2022-02-03 23:10:21 main:574] : INFO : Epoch 1700 | loss: 0.0312347 | val_loss: 0.0312336 | Time: 1451.7 ms
[2022-02-03 23:10:22 main:574] : INFO : Epoch 1701 | loss: 0.0312346 | val_loss: 0.0312337 | Time: 1478.35 ms
[2022-02-03 23:10:24 main:574] : INFO : Epoch 1702 | loss: 0.0312348 | val_loss: 0.0312331 | Time: 1473.4 ms
[2022-02-03 23:10:25 main:574] : INFO : Epoch 1703 | loss: 0.0312343 | val_loss: 0.031233 | Time: 1475.33 ms
[2022-02-03 23:10:27 main:574] : INFO : Epoch 1704 | loss: 0.031234 | val_loss: 0.0312332 | Time: 1471.22 ms
[2022-02-03 23:10:28 main:574] : INFO : Epoch 1705 | loss: 0.031234 | val_loss: 0.0312329 | Time: 1476.97 ms
[2022-02-03 23:10:30 main:574] : INFO : Epoch 1706 | loss: 0.031234 | val_loss: 0.0312346 | Time: 1481.14 ms
[2022-02-03 23:10:31 main:574] : INFO : Epoch 1707 | loss: 0.0312341 | val_loss: 0.0312327 | Time: 1460.12 ms
[2022-02-03 23:10:33 main:574] : INFO : Epoch 1708 | loss: 0.0312334 | val_loss: 0.0312329 | Time: 1487.78 ms
[2022-02-03 23:10:34 main:574] : INFO : Epoch 1709 | loss: 0.0312329 | val_loss: 0.0312324 | Time: 1462.34 ms
[2022-02-03 23:10:36 main:574] : INFO : Epoch 1710 | loss: 0.0312334 | val_loss: 0.0312316 | Time: 1501.51 ms
[2022-02-03 23:10:37 main:574] : INFO : Epoch 1711 | loss: 0.0312342 | val_loss: 0.0312325 | Time: 1495.53 ms
[2022-02-03 23:10:39 main:574] : INFO : Epoch 1712 | loss: 0.0312342 | val_loss: 0.031234 | Time: 1506.36 ms
[2022-02-03 23:10:40 main:574] : INFO : Epoch 1713 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 1448.51 ms
[2022-02-03 23:10:42 main:574] : INFO : Epoch 1714 | loss: 0.0312326 | val_loss: 0.0312358 | Time: 1492.95 ms
[2022-02-03 23:10:43 main:574] : INFO : Epoch 1715 | loss: 0.0312337 | val_loss: 0.0312304 | Time: 1525.16 ms
[2022-02-03 23:10:45 main:574] : INFO : Epoch 1716 | loss: 0.031231 | val_loss: 0.0312303 | Time: 1509.08 ms
[2022-02-03 23:10:46 main:574] : INFO : Epoch 1717 | loss: 0.0312327 | val_loss: 0.0312298 | Time: 1460.15 ms
[2022-02-03 23:10:48 main:574] : INFO : Epoch 1718 | loss: 0.0312305 | val_loss: 0.0312294 | Time: 1480.6 ms
[2022-02-03 23:10:49 main:574] : INFO : Epoch 1719 | loss: 0.0312287 | val_loss: 0.0312285 | Time: 1463.66 ms
[2022-02-03 23:10:51 main:574] : INFO : Epoch 1720 | loss: 0.0312285 | val_loss: 0.0312286 | Time: 1465.58 ms
[2022-02-03 23:10:52 main:574] : INFO : Epoch 1721 | loss: 0.0312288 | val_loss: 0.0312284 | Time: 1476 ms
[2022-02-03 23:10:54 main:574] : INFO : Epoch 1722 | loss: 0.0312283 | val_loss: 0.0312275 | Time: 1448.14 ms
[2022-02-03 23:10:55 main:574] : INFO : Epoch 1723 | loss: 0.0312274 | val_loss: 0.0312279 | Time: 1481.56 ms
[2022-02-03 23:10:56 main:574] : INFO : Epoch 1724 | loss: 0.0312274 | val_loss: 0.0312275 | Time: 1479.33 ms
[2022-02-03 23:10:58 main:574] : INFO : Epoch 1725 | loss: 0.031229 | val_loss: 0.0312281 | Time: 1491.17 ms
[2022-02-03 23:10:59 main:574] : INFO : Epoch 1726 | loss: 0.0312266 | val_loss: 0.0312268 | Time: 1470.85 ms
[2022-02-03 23:11:01 main:574] : INFO : Epoch 1727 | loss: 0.0312257 | val_loss: 0.031226 | Time: 1462.36 ms
[2022-02-03 23:11:02 main:574] : INFO : Epoch 1728 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 1495.81 ms
[2022-02-03 23:11:04 main:574] : INFO : Epoch 1729 | loss: 0.0312256 | val_loss: 0.0312272 | Time: 1509.58 ms
[2022-02-03 23:11:05 main:574] : INFO : Epoch 1730 | loss: 0.0312262 | val_loss: 0.0312253 | Time: 1496.67 ms
[2022-02-03 23:11:07 main:574] : INFO : Epoch 1731 | loss: 0.031225 | val_loss: 0.0312243 | Time: 1486.63 ms
[2022-02-03 23:11:08 main:574] : INFO : Epoch 1732 | loss: 0.0312246 | val_loss: 0.0312255 | Time: 1531.16 ms
[2022-02-03 23:11:10 main:574] : INFO : Epoch 1733 | loss: 0.0312246 | val_loss: 0.0312243 | Time: 1528.73 ms
[2022-02-03 23:11:12 main:574] : INFO : Epoch 1734 | loss: 0.0312249 | val_loss: 0.0312236 | Time: 1521.61 ms
[2022-02-03 23:11:13 main:574] : INFO : Epoch 1735 | loss: 0.031223 | val_loss: 0.0312231 | Time: 1455.32 ms
[2022-02-03 23:11:14 main:574] : INFO : Epoch 1736 | loss: 0.0312235 | val_loss: 0.0312237 | Time: 1475.43 ms
[2022-02-03 23:11:16 main:574] : INFO : Epoch 1737 | loss: 0.0312234 | val_loss: 0.0312236 | Time: 1485.11 ms
[2022-02-03 23:11:17 main:574] : INFO : Epoch 1738 | loss: 0.0312222 | val_loss: 0.0312223 | Time: 1470.3 ms
[2022-02-03 23:11:19 main:574] : INFO : Epoch 1739 | loss: 0.0312225 | val_loss: 0.0312238 | Time: 1491.46 ms
[2022-02-03 23:11:20 main:574] : INFO : Epoch 1740 | loss: 0.0312239 | val_loss: 0.031224 | Time: 1489.2 ms
[2022-02-03 23:11:22 main:574] : INFO : Epoch 1741 | loss: 0.0312237 | val_loss: 0.0312257 | Time: 1493.2 ms
[2022-02-03 23:11:23 main:574] : INFO : Epoch 1742 | loss: 0.0312226 | val_loss: 0.031223 | Time: 1482.05 ms
[2022-02-03 23:11:25 main:574] : INFO : Epoch 1743 | loss: 0.0312226 | val_loss: 0.031222 | Time: 1519.85 ms
[2022-02-03 23:11:26 main:574] : INFO : Epoch 1744 | loss: 0.0312221 | val_loss: 0.0312209 | Time: 1477.21 ms
[2022-02-03 23:11:28 main:574] : INFO : Epoch 1745 | loss: 0.0312204 | val_loss: 0.0312209 | Time: 1468.38 ms
[2022-02-03 23:11:29 main:574] : INFO : Epoch 1746 | loss: 0.0312214 | val_loss: 0.0312207 | Time: 1479.3 ms
[2022-02-03 23:11:31 main:574] : INFO : Epoch 1747 | loss: 0.0312206 | val_loss: 0.0312193 | Time: 1460.56 ms
[2022-02-03 23:11:32 main:574] : INFO : Epoch 1748 | loss: 0.0312192 | val_loss: 0.0312213 | Time: 1496.36 ms
[2022-02-03 23:11:34 main:574] : INFO : Epoch 1749 | loss: 0.0312212 | val_loss: 0.031222 | Time: 1452.72 ms
[2022-02-03 23:11:35 main:574] : INFO : Epoch 1750 | loss: 0.0312217 | val_loss: 0.0312196 | Time: 1468.62 ms
[2022-02-03 23:11:37 main:574] : INFO : Epoch 1751 | loss: 0.0312188 | val_loss: 0.03122 | Time: 1494.37 ms
[2022-02-03 23:11:38 main:574] : INFO : Epoch 1752 | loss: 0.0312189 | val_loss: 0.0312239 | Time: 1479.4 ms
[2022-02-03 23:11:40 main:574] : INFO : Epoch 1753 | loss: 0.0312212 | val_loss: 0.0312186 | Time: 1463.9 ms
[2022-02-03 23:11:41 main:574] : INFO : Epoch 1754 | loss: 0.0312193 | val_loss: 0.0312268 | Time: 1507.62 ms
[2022-02-03 23:11:43 main:574] : INFO : Epoch 1755 | loss: 0.0312196 | val_loss: 0.0312184 | Time: 1463.48 ms
[2022-02-03 23:11:44 main:574] : INFO : Epoch 1756 | loss: 0.0312176 | val_loss: 0.0312182 | Time: 1509.5 ms
[2022-02-03 23:11:46 main:574] : INFO : Epoch 1757 | loss: 0.0312175 | val_loss: 0.0312191 | Time: 1541.29 ms
[2022-02-03 23:11:47 main:574] : INFO : Epoch 1758 | loss: 0.0312183 | val_loss: 0.0312188 | Time: 1570.85 ms
[2022-02-03 23:11:49 main:574] : INFO : Epoch 1759 | loss: 0.0312197 | val_loss: 0.0312175 | Time: 1452.78 ms
[2022-02-03 23:11:50 main:574] : INFO : Epoch 1760 | loss: 0.0312187 | val_loss: 0.0312197 | Time: 1467.67 ms
[2022-02-03 23:11:52 main:574] : INFO : Epoch 1761 | loss: 0.0312175 | val_loss: 0.0312178 | Time: 1497.42 ms
[2022-02-03 23:11:53 main:574] : INFO : Epoch 1762 | loss: 0.0312163 | val_loss: 0.0312185 | Time: 1500.43 ms
[2022-02-03 23:11:55 main:574] : INFO : Epoch 1763 | loss: 0.0312175 | val_loss: 0.0312175 | Time: 1484.89 ms
[2022-02-03 23:11:56 main:574] : INFO : Epoch 1764 | loss: 0.0312169 | val_loss: 0.0312182 | Time: 1507.26 ms
[2022-02-03 23:11:58 main:574] : INFO : Epoch 1765 | loss: 0.0312186 | val_loss: 0.0312197 | Time: 1509.51 ms
[2022-02-03 23:11:59 main:574] : INFO : Epoch 1766 | loss: 0.0312171 | val_loss: 0.0312198 | Time: 1490.15 ms
[2022-02-03 23:12:01 main:574] : INFO : Epoch 1767 | loss: 0.0312162 | val_loss: 0.0312181 | Time: 1496.66 ms
[2022-02-03 23:12:02 main:574] : INFO : Epoch 1768 | loss: 0.0312179 | val_loss: 0.0312314 | Time: 1476.68 ms
[2022-02-03 23:12:04 main:574] : INFO : Epoch 1769 | loss: 0.0312209 | val_loss: 0.0312162 | Time: 1482.02 ms
[2022-02-03 23:12:05 main:574] : INFO : Epoch 1770 | loss: 0.0312166 | val_loss: 0.0312183 | Time: 1489.43 ms
[2022-02-03 23:12:07 main:574] : INFO : Epoch 1771 | loss: 0.0312148 | val_loss: 0.03122 | Time: 1495.06 ms
[2022-02-03 23:12:08 main:574] : INFO : Epoch 1772 | loss: 0.0312154 | val_loss: 0.0312179 | Time: 1508.04 ms
[2022-02-03 23:12:10 main:574] : INFO : Epoch 1773 | loss: 0.0312162 | val_loss: 0.0312158 | Time: 1483.3 ms
[2022-02-03 23:12:11 main:574] : INFO : Epoch 1774 | loss: 0.0312147 | val_loss: 0.0312158 | Time: 1474.43 ms
[2022-02-03 23:12:13 main:574] : INFO : Epoch 1775 | loss: 0.031216 | val_loss: 0.0312161 | Time: 1481.79 ms
[2022-02-03 23:12:14 main:574] : INFO : Epoch 1776 | loss: 0.0312155 | val_loss: 0.0312166 | Time: 1461.46 ms
[2022-02-03 23:12:16 main:574] : INFO : Epoch 1777 | loss: 0.0312181 | val_loss: 0.0312183 | Time: 1502 ms
[2022-02-03 23:12:17 main:574] : INFO : Epoch 1778 | loss: 0.0312196 | val_loss: 0.0312137 | Time: 1477.57 ms
[2022-02-03 23:12:19 main:574] : INFO : Epoch 1779 | loss: 0.0312147 | val_loss: 0.0312148 | Time: 1477.83 ms
[2022-02-03 23:12:20 main:574] : INFO : Epoch 1780 | loss: 0.0312146 | val_loss: 0.0312137 | Time: 1461.38 ms
[2022-02-03 23:12:22 main:574] : INFO : Epoch 1781 | loss: 0.0312145 | val_loss: 0.0312171 | Time: 1477.31 ms
[2022-02-03 23:12:23 main:574] : INFO : Epoch 1782 | loss: 0.0312152 | val_loss: 0.0312162 | Time: 1481.21 ms
[2022-02-03 23:12:25 main:574] : INFO : Epoch 1783 | loss: 0.0312132 | val_loss: 0.0312138 | Time: 1496.53 ms
[2022-02-03 23:12:26 main:574] : INFO : Epoch 1784 | loss: 0.0312142 | val_loss: 0.0312161 | Time: 1453.16 ms
[2022-02-03 23:12:28 main:574] : INFO : Epoch 1785 | loss: 0.0312157 | val_loss: 0.0312156 | Time: 1445.76 ms
[2022-02-03 23:12:29 main:574] : INFO : Epoch 1786 | loss: 0.031217 | val_loss: 0.0312174 | Time: 1493.54 ms
[2022-02-03 23:12:31 main:574] : INFO : Epoch 1787 | loss: 0.0312173 | val_loss: 0.0312167 | Time: 1494.13 ms
[2022-02-03 23:12:32 main:574] : INFO : Epoch 1788 | loss: 0.031215 | val_loss: 0.0312153 | Time: 1486.1 ms
[2022-02-03 23:12:34 main:574] : INFO : Epoch 1789 | loss: 0.0312154 | val_loss: 0.0312146 | Time: 1477.04 ms
[2022-02-03 23:12:35 main:574] : INFO : Epoch 1790 | loss: 0.0312145 | val_loss: 0.0312146 | Time: 1470.28 ms
[2022-02-03 23:12:37 main:574] : INFO : Epoch 1791 | loss: 0.0312153 | val_loss: 0.0312228 | Time: 1495.62 ms
[2022-02-03 23:12:38 main:574] : INFO : Epoch 1792 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 1472.41 ms
[2022-02-03 23:12:40 main:574] : INFO : Epoch 1793 | loss: 0.0312164 | val_loss: 0.031218 | Time: 1496.15 ms
[2022-02-03 23:12:41 main:574] : INFO : Epoch 1794 | loss: 0.0312143 | val_loss: 0.0312151 | Time: 1488.47 ms
[2022-02-03 23:12:42 main:574] : INFO : Epoch 1795 | loss: 0.0312143 | val_loss: 0.0312133 | Time: 1474.5 ms
[2022-02-03 23:12:44 main:574] : INFO : Epoch 1796 | loss: 0.0312129 | val_loss: 0.0312143 | Time: 1468.49 ms
[2022-02-03 23:12:45 main:574] : INFO : Epoch 1797 | loss: 0.0312137 | val_loss: 0.0312155 | Time: 1503.76 ms
[2022-02-03 23:12:47 main:574] : INFO : Epoch 1798 | loss: 0.0312144 | val_loss: 0.0312131 | Time: 1503 ms
[2022-02-03 23:12:48 main:574] : INFO : Epoch 1799 | loss: 0.0312146 | val_loss: 0.0312147 | Time: 1483.54 ms
[2022-02-03 23:12:50 main:574] : INFO : Epoch 1800 | loss: 0.0312133 | val_loss: 0.0312124 | Time: 1496.53 ms
[2022-02-03 23:12:51 main:574] : INFO : Epoch 1801 | loss: 0.0312138 | val_loss: 0.0312139 | Time: 1493.58 ms
[2022-02-03 23:12:53 main:574] : INFO : Epoch 1802 | loss: 0.0312166 | val_loss: 0.0312175 | Time: 1480.27 ms
[2022-02-03 23:12:54 main:574] : INFO : Epoch 1803 | loss: 0.0312143 | val_loss: 0.031216 | Time: 1460.9 ms
[2022-02-03 23:12:56 main:574] : INFO : Epoch 1804 | loss: 0.0312139 | val_loss: 0.0312131 | Time: 1465.57 ms
[2022-02-03 23:12:57 main:574] : INFO : Epoch 1805 | loss: 0.0312134 | val_loss: 0.0312166 | Time: 1469.2 ms
[2022-02-03 23:12:59 main:574] : INFO : Epoch 1806 | loss: 0.0312151 | val_loss: 0.0312127 | Time: 1473.73 ms
[2022-02-03 23:13:00 main:574] : INFO : Epoch 1807 | loss: 0.0312144 | val_loss: 0.0312169 | Time: 1478.61 ms
[2022-02-03 23:13:02 main:574] : INFO : Epoch 1808 | loss: 0.0312158 | val_loss: 0.0312195 | Time: 1469.87 ms
[2022-02-03 23:13:03 main:574] : INFO : Epoch 1809 | loss: 0.0312137 | val_loss: 0.0312175 | Time: 1485.48 ms
[2022-02-03 23:13:05 main:574] : INFO : Epoch 1810 | loss: 0.0312165 | val_loss: 0.0312132 | Time: 1454.36 ms
[2022-02-03 23:13:06 main:574] : INFO : Epoch 1811 | loss: 0.0312171 | val_loss: 0.0312173 | Time: 1502.79 ms
[2022-02-03 23:13:08 main:574] : INFO : Epoch 1812 | loss: 0.0312121 | val_loss: 0.0312136 | Time: 1484.01 ms
[2022-02-03 23:13:09 main:574] : INFO : Epoch 1813 | loss: 0.0312145 | val_loss: 0.0312143 | Time: 1479.4 ms
[2022-02-03 23:13:11 main:574] : INFO : Epoch 1814 | loss: 0.0312123 | val_loss: 0.0312137 | Time: 1489.3 ms
[2022-02-03 23:13:12 main:574] : INFO : Epoch 1815 | loss: 0.0312162 | val_loss: 0.0312244 | Time: 1472.53 ms
[2022-02-03 23:13:14 main:574] : INFO : Epoch 1816 | loss: 0.0312143 | val_loss: 0.0312118 | Time: 1453.49 ms
[2022-02-03 23:13:15 main:574] : INFO : Epoch 1817 | loss: 0.0312136 | val_loss: 0.0312113 | Time: 1484.81 ms
[2022-02-03 23:13:17 main:574] : INFO : Epoch 1818 | loss: 0.0312142 | val_loss: 0.0312134 | Time: 1553.06 ms
[2022-02-03 23:13:18 main:574] : INFO : Epoch 1819 | loss: 0.0312128 | val_loss: 0.0312126 | Time: 1492.21 ms
[2022-02-03 23:13:20 main:574] : INFO : Epoch 1820 | loss: 0.0312123 | val_loss: 0.0312106 | Time: 1498.73 ms
[2022-02-03 23:13:21 main:574] : INFO : Epoch 1821 | loss: 0.0312104 | val_loss: 0.031211 | Time: 1492.23 ms
[2022-02-03 23:13:23 main:574] : INFO : Epoch 1822 | loss: 0.0312111 | val_loss: 0.0312111 | Time: 1477.95 ms
[2022-02-03 23:13:24 main:574] : INFO : Epoch 1823 | loss: 0.0312125 | val_loss: 0.0312185 | Time: 1489.39 ms
[2022-02-03 23:13:26 main:574] : INFO : Epoch 1824 | loss: 0.0312151 | val_loss: 0.0312168 | Time: 1503.35 ms
[2022-02-03 23:13:27 main:574] : INFO : Epoch 1825 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 1518.87 ms
[2022-02-03 23:13:29 main:574] : INFO : Epoch 1826 | loss: 0.0312126 | val_loss: 0.0312147 | Time: 1475.26 ms
[2022-02-03 23:13:30 main:574] : INFO : Epoch 1827 | loss: 0.0312107 | val_loss: 0.0312156 | Time: 1477.94 ms
[2022-02-03 23:13:32 main:574] : INFO : Epoch 1828 | loss: 0.0312102 | val_loss: 0.0312107 | Time: 1510.32 ms
[2022-02-03 23:13:33 main:574] : INFO : Epoch 1829 | loss: 0.0312112 | val_loss: 0.0312103 | Time: 1495.14 ms
[2022-02-03 23:13:35 main:574] : INFO : Epoch 1830 | loss: 0.0312093 | val_loss: 0.0312141 | Time: 1472.86 ms
[2022-02-03 23:13:36 main:574] : INFO : Epoch 1831 | loss: 0.0312119 | val_loss: 0.0312103 | Time: 1487.05 ms
[2022-02-03 23:13:38 main:574] : INFO : Epoch 1832 | loss: 0.0312101 | val_loss: 0.0312103 | Time: 1484.71 ms
[2022-02-03 23:13:39 main:574] : INFO : Epoch 1833 | loss: 0.031211 | val_loss: 0.0312157 | Time: 1495.63 ms
[2022-02-03 23:13:41 main:574] : INFO : Epoch 1834 | loss: 0.0312103 | val_loss: 0.0312104 | Time: 1478.11 ms
[2022-02-03 23:13:42 main:574] : INFO : Epoch 1835 | loss: 0.0312091 | val_loss: 0.03121 | Time: 1509.78 ms
[2022-02-03 23:13:44 main:574] : INFO : Epoch 1836 | loss: 0.0312092 | val_loss: 0.0312195 | Time: 1478.96 ms
[2022-02-03 23:13:45 main:574] : INFO : Epoch 1837 | loss: 0.0312123 | val_loss: 0.0312134 | Time: 1481.82 ms
[2022-02-03 23:13:47 main:574] : INFO : Epoch 1838 | loss: 0.0312119 | val_loss: 0.031212 | Time: 1463.33 ms
[2022-02-03 23:13:48 main:574] : INFO : Epoch 1839 | loss: 0.0312095 | val_loss: 0.0312165 | Time: 1497.07 ms
[2022-02-03 23:13:50 main:574] : INFO : Epoch 1840 | loss: 0.0312148 | val_loss: 0.0312172 | Time: 1483.43 ms
[2022-02-03 23:13:51 main:574] : INFO : Epoch 1841 | loss: 0.0312128 | val_loss: 0.031212 | Time: 1508.1 ms
[2022-02-03 23:13:53 main:574] : INFO : Epoch 1842 | loss: 0.0312089 | val_loss: 0.0312111 | Time: 1472.58 ms
[2022-02-03 23:13:54 main:574] : INFO : Epoch 1843 | loss: 0.0312119 | val_loss: 0.0312095 | Time: 1500.69 ms
[2022-02-03 23:13:56 main:574] : INFO : Epoch 1844 | loss: 0.031209 | val_loss: 0.0312123 | Time: 1510.72 ms
[2022-02-03 23:13:57 main:574] : INFO : Epoch 1845 | loss: 0.0312091 | val_loss: 0.0312116 | Time: 1493.57 ms
[2022-02-03 23:13:59 main:574] : INFO : Epoch 1846 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 1500.57 ms
[2022-02-03 23:14:00 main:574] : INFO : Epoch 1847 | loss: 0.0312109 | val_loss: 0.0312115 | Time: 1470.26 ms
[2022-02-03 23:14:02 main:574] : INFO : Epoch 1848 | loss: 0.0312096 | val_loss: 0.0312093 | Time: 1500.61 ms
[2022-02-03 23:14:03 main:574] : INFO : Epoch 1849 | loss: 0.0312102 | val_loss: 0.0312094 | Time: 1490.32 ms
[2022-02-03 23:14:05 main:574] : INFO : Epoch 1850 | loss: 0.0312146 | val_loss: 0.0312126 | Time: 1530.61 ms
[2022-02-03 23:14:06 main:574] : INFO : Epoch 1851 | loss: 0.0312124 | val_loss: 0.0312095 | Time: 1501.43 ms
[2022-02-03 23:14:08 main:574] : INFO : Epoch 1852 | loss: 0.0312088 | val_loss: 0.0312147 | Time: 1493.76 ms
[2022-02-03 23:14:09 main:574] : INFO : Epoch 1853 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 1546.84 ms
[2022-02-03 23:14:11 main:574] : INFO : Epoch 1854 | loss: 0.0312083 | val_loss: 0.0312125 | Time: 1494.18 ms
[2022-02-03 23:14:12 main:574] : INFO : Epoch 1855 | loss: 0.0312087 | val_loss: 0.0312102 | Time: 1479 ms
[2022-02-03 23:14:14 main:574] : INFO : Epoch 1856 | loss: 0.0312101 | val_loss: 0.0312323 | Time: 1450.95 ms
[2022-02-03 23:14:15 main:574] : INFO : Epoch 1857 | loss: 0.0312154 | val_loss: 0.0312283 | Time: 1499.08 ms
[2022-02-03 23:14:17 main:574] : INFO : Epoch 1858 | loss: 0.0312142 | val_loss: 0.0312155 | Time: 1510.34 ms
[2022-02-03 23:14:18 main:574] : INFO : Epoch 1859 | loss: 0.0312129 | val_loss: 0.0312107 | Time: 1508.87 ms
[2022-02-03 23:14:20 main:574] : INFO : Epoch 1860 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1463.76 ms
[2022-02-03 23:14:21 main:574] : INFO : Epoch 1861 | loss: 0.0312097 | val_loss: 0.0312091 | Time: 1475.16 ms
[2022-02-03 23:14:23 main:574] : INFO : Epoch 1862 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 1499.09 ms
[2022-02-03 23:14:24 main:574] : INFO : Epoch 1863 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 1538.21 ms
[2022-02-03 23:14:26 main:574] : INFO : Epoch 1864 | loss: 0.0312096 | val_loss: 0.0312128 | Time: 1570.06 ms
[2022-02-03 23:14:27 main:574] : INFO : Epoch 1865 | loss: 0.0312123 | val_loss: 0.0312113 | Time: 1477.41 ms
[2022-02-03 23:14:29 main:574] : INFO : Epoch 1866 | loss: 0.0312105 | val_loss: 0.0312133 | Time: 1503.79 ms
[2022-02-03 23:14:30 main:574] : INFO : Epoch 1867 | loss: 0.03121 | val_loss: 0.0312083 | Time: 1516.83 ms
[2022-02-03 23:14:32 main:574] : INFO : Epoch 1868 | loss: 0.0312092 | val_loss: 0.0312086 | Time: 1463.15 ms
[2022-02-03 23:14:33 main:574] : INFO : Epoch 1869 | loss: 0.0312124 | val_loss: 0.0312134 | Time: 1494.37 ms
[2022-02-03 23:14:35 main:574] : INFO : Epoch 1870 | loss: 0.0312114 | val_loss: 0.0312127 | Time: 1467.13 ms
[2022-02-03 23:14:36 main:574] : INFO : Epoch 1871 | loss: 0.0312085 | val_loss: 0.0312073 | Time: 1472.16 ms
[2022-02-03 23:14:38 main:574] : INFO : Epoch 1872 | loss: 0.0312085 | val_loss: 0.0312072 | Time: 1493.27 ms
[2022-02-03 23:14:39 main:574] : INFO : Epoch 1873 | loss: 0.0312063 | val_loss: 0.0312071 | Time: 1473.65 ms
[2022-02-03 23:14:41 main:574] : INFO : Epoch 1874 | loss: 0.0312062 | val_loss: 0.0312092 | Time: 1468.76 ms
[2022-02-03 23:14:42 main:574] : INFO : Epoch 1875 | loss: 0.0312088 | val_loss: 0.0312111 | Time: 1481.71 ms
[2022-02-03 23:14:44 main:574] : INFO : Epoch 1876 | loss: 0.0312067 | val_loss: 0.0312061 | Time: 1487.29 ms
[2022-02-03 23:14:45 main:574] : INFO : Epoch 1877 | loss: 0.0312082 | val_loss: 0.0312114 | Time: 1479.44 ms
[2022-02-03 23:14:47 main:574] : INFO : Epoch 1878 | loss: 0.0312091 | val_loss: 0.0312105 | Time: 1499.24 ms
[2022-02-03 23:14:48 main:574] : INFO : Epoch 1879 | loss: 0.0312096 | val_loss: 0.0312083 | Time: 1489.6 ms
[2022-02-03 23:14:50 main:574] : INFO : Epoch 1880 | loss: 0.0312131 | val_loss: 0.0312177 | Time: 1469.31 ms
[2022-02-03 23:14:51 main:574] : INFO : Epoch 1881 | loss: 0.0312085 | val_loss: 0.0312076 | Time: 1472.82 ms
[2022-02-03 23:14:53 main:574] : INFO : Epoch 1882 | loss: 0.0312173 | val_loss: 0.0312091 | Time: 1493.85 ms
[2022-02-03 23:14:54 main:574] : INFO : Epoch 1883 | loss: 0.0312216 | val_loss: 0.0312113 | Time: 1487.91 ms
[2022-02-03 23:14:56 main:574] : INFO : Epoch 1884 | loss: 0.0312086 | val_loss: 0.0312065 | Time: 1471.35 ms
[2022-02-03 23:14:57 main:574] : INFO : Epoch 1885 | loss: 0.0312054 | val_loss: 0.0312052 | Time: 1471.07 ms
[2022-02-03 23:14:58 main:574] : INFO : Epoch 1886 | loss: 0.031207 | val_loss: 0.0312142 | Time: 1487.14 ms
[2022-02-03 23:15:00 main:574] : INFO : Epoch 1887 | loss: 0.031208 | val_loss: 0.0312037 | Time: 1492.9 ms
[2022-02-03 23:15:02 main:574] : INFO : Epoch 1888 | loss: 0.0312071 | val_loss: 0.0312053 | Time: 1497.69 ms
[2022-02-03 23:15:03 main:574] : INFO : Epoch 1889 | loss: 0.0312054 | val_loss: 0.0312098 | Time: 1501.03 ms
[2022-02-03 23:15:04 main:574] : INFO : Epoch 1890 | loss: 0.0312087 | val_loss: 0.0312054 | Time: 1453.12 ms
[2022-02-03 23:15:06 main:574] : INFO : Epoch 1891 | loss: 0.0312072 | val_loss: 0.0312068 | Time: 1533.22 ms
[2022-02-03 23:15:08 main:574] : INFO : Epoch 1892 | loss: 0.0312071 | val_loss: 0.0312051 | Time: 1516.15 ms
[2022-02-03 23:15:09 main:574] : INFO : Epoch 1893 | loss: 0.0312073 | val_loss: 0.031209 | Time: 1480.25 ms
[2022-02-03 23:15:11 main:574] : INFO : Epoch 1894 | loss: 0.0312114 | val_loss: 0.031204 | Time: 1502.06 ms
[2022-02-03 23:15:12 main:574] : INFO : Epoch 1895 | loss: 0.0312053 | val_loss: 0.0312041 | Time: 1501.55 ms
[2022-02-03 23:15:14 main:574] : INFO : Epoch 1896 | loss: 0.0312034 | val_loss: 0.0312023 | Time: 1460.43 ms
[2022-02-03 23:15:15 main:574] : INFO : Epoch 1897 | loss: 0.0312045 | val_loss: 0.0312047 | Time: 1492.93 ms
[2022-02-03 23:15:17 main:574] : INFO : Epoch 1898 | loss: 0.0312044 | val_loss: 0.0312105 | Time: 1492.68 ms
[2022-02-03 23:15:18 main:574] : INFO : Epoch 1899 | loss: 0.0312063 | val_loss: 0.0312026 | Time: 1466.32 ms
[2022-02-03 23:15:19 main:574] : INFO : Epoch 1900 | loss: 0.0312069 | val_loss: 0.0312059 | Time: 1459.52 ms
[2022-02-03 23:15:21 main:574] : INFO : Epoch 1901 | loss: 0.0312072 | val_loss: 0.031202 | Time: 1468.69 ms
[2022-02-03 23:15:22 main:574] : INFO : Epoch 1902 | loss: 0.0312038 | val_loss: 0.031202 | Time: 1483.26 ms
[2022-02-03 23:15:24 main:574] : INFO : Epoch 1903 | loss: 0.0312027 | val_loss: 0.031212 | Time: 1462.7 ms
[2022-02-03 23:15:25 main:574] : INFO : Epoch 1904 | loss: 0.0312081 | val_loss: 0.0312036 | Time: 1467.23 ms
[2022-02-03 23:15:27 main:574] : INFO : Epoch 1905 | loss: 0.0312092 | val_loss: 0.0312072 | Time: 1528.79 ms
[2022-02-03 23:15:28 main:574] : INFO : Epoch 1906 | loss: 0.0312069 | val_loss: 0.031207 | Time: 1475.79 ms
[2022-02-03 23:15:30 main:574] : INFO : Epoch 1907 | loss: 0.031206 | val_loss: 0.0312102 | Time: 1483.27 ms
[2022-02-03 23:15:31 main:574] : INFO : Epoch 1908 | loss: 0.0312077 | val_loss: 0.0312038 | Time: 1472.8 ms
[2022-02-03 23:15:33 main:574] : INFO : Epoch 1909 | loss: 0.0312045 | val_loss: 0.0312067 | Time: 1482.39 ms
[2022-02-03 23:15:34 main:574] : INFO : Epoch 1910 | loss: 0.0312047 | val_loss: 0.0312075 | Time: 1473.71 ms
[2022-02-03 23:15:36 main:574] : INFO : Epoch 1911 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 1480.34 ms
[2022-02-03 23:15:37 main:574] : INFO : Epoch 1912 | loss: 0.0312059 | val_loss: 0.0312028 | Time: 1473.71 ms
[2022-02-03 23:15:39 main:574] : INFO : Epoch 1913 | loss: 0.0312045 | val_loss: 0.0312062 | Time: 1474.09 ms
[2022-02-03 23:15:40 main:574] : INFO : Epoch 1914 | loss: 0.0312051 | val_loss: 0.0312097 | Time: 1486.74 ms
[2022-02-03 23:15:42 main:574] : INFO : Epoch 1915 | loss: 0.0312052 | val_loss: 0.0312024 | Time: 1490.44 ms
[2022-02-03 23:15:43 main:574] : INFO : Epoch 1916 | loss: 0.0312028 | val_loss: 0.0312025 | Time: 1498.94 ms
[2022-02-03 23:15:45 main:574] : INFO : Epoch 1917 | loss: 0.0312027 | val_loss: 0.031208 | Time: 1507.74 ms
[2022-02-03 23:15:46 main:574] : INFO : Epoch 1918 | loss: 0.031205 | val_loss: 0.0312036 | Time: 1448.32 ms
[2022-02-03 23:15:48 main:574] : INFO : Epoch 1919 | loss: 0.0312039 | val_loss: 0.0312027 | Time: 1475.05 ms
[2022-02-03 23:15:49 main:574] : INFO : Epoch 1920 | loss: 0.0312049 | val_loss: 0.0312039 | Time: 1516.31 ms
[2022-02-03 23:15:51 main:574] : INFO : Epoch 1921 | loss: 0.0312033 | val_loss: 0.031211 | Time: 1501.05 ms
[2022-02-03 23:15:52 main:574] : INFO : Epoch 1922 | loss: 0.0312062 | val_loss: 0.0312078 | Time: 1495.59 ms
[2022-02-03 23:15:54 main:574] : INFO : Epoch 1923 | loss: 0.0312054 | val_loss: 0.0312046 | Time: 1485.26 ms
[2022-02-03 23:15:55 main:574] : INFO : Epoch 1924 | loss: 0.0312046 | val_loss: 0.0312021 | Time: 1513.54 ms
[2022-02-03 23:15:57 main:574] : INFO : Epoch 1925 | loss: 0.0312024 | val_loss: 0.0312012 | Time: 1481.51 ms
[2022-02-03 23:15:58 main:574] : INFO : Epoch 1926 | loss: 0.0312034 | val_loss: 0.0312016 | Time: 1504.25 ms
[2022-02-03 23:16:00 main:574] : INFO : Epoch 1927 | loss: 0.0312028 | val_loss: 0.0312041 | Time: 1473.2 ms
[2022-02-03 23:16:01 main:574] : INFO : Epoch 1928 | loss: 0.0312027 | val_loss: 0.0312057 | Time: 1468.78 ms
[2022-02-03 23:16:03 main:574] : INFO : Epoch 1929 | loss: 0.0312035 | val_loss: 0.0312019 | Time: 1505.38 ms
[2022-02-03 23:16:04 main:574] : INFO : Epoch 1930 | loss: 0.031202 | val_loss: 0.0312027 | Time: 1469.68 ms
[2022-02-03 23:16:06 main:574] : INFO : Epoch 1931 | loss: 0.0312016 | val_loss: 0.0312072 | Time: 1520.33 ms
[2022-02-03 23:16:07 main:574] : INFO : Epoch 1932 | loss: 0.0312022 | val_loss: 0.0312018 | Time: 1486.23 ms
[2022-02-03 23:16:09 main:574] : INFO : Epoch 1933 | loss: 0.0312031 | val_loss: 0.0312013 | Time: 1589.18 ms
[2022-02-03 23:16:10 main:574] : INFO : Epoch 1934 | loss: 0.0312011 | val_loss: 0.0312017 | Time: 1489.31 ms
[2022-02-03 23:16:12 main:574] : INFO : Epoch 1935 | loss: 0.0312024 | val_loss: 0.0312095 | Time: 1474.27 ms
[2022-02-03 23:16:13 main:574] : INFO : Epoch 1936 | loss: 0.0312039 | val_loss: 0.0311998 | Time: 1474.44 ms
[2022-02-03 23:16:15 main:574] : INFO : Epoch 1937 | loss: 0.031205 | val_loss: 0.0312049 | Time: 1427.97 ms
[2022-02-03 23:16:16 main:574] : INFO : Epoch 1938 | loss: 0.031207 | val_loss: 0.0312043 | Time: 1488.98 ms
[2022-02-03 23:16:18 main:574] : INFO : Epoch 1939 | loss: 0.0312038 | val_loss: 0.031204 | Time: 1472.33 ms
[2022-02-03 23:16:19 main:574] : INFO : Epoch 1940 | loss: 0.031205 | val_loss: 0.0312023 | Time: 1447.75 ms
[2022-02-03 23:16:21 main:574] : INFO : Epoch 1941 | loss: 0.0312037 | val_loss: 0.0312005 | Time: 1469.62 ms
[2022-02-03 23:16:22 main:574] : INFO : Epoch 1942 | loss: 0.0312018 | val_loss: 0.0312032 | Time: 1462.79 ms
[2022-02-03 23:16:24 main:574] : INFO : Epoch 1943 | loss: 0.0312015 | val_loss: 0.0312024 | Time: 1489.91 ms
[2022-02-03 23:16:25 main:574] : INFO : Epoch 1944 | loss: 0.0312015 | val_loss: 0.0312013 | Time: 1518.61 ms
[2022-02-03 23:16:27 main:574] : INFO : Epoch 1945 | loss: 0.0312027 | val_loss: 0.031201 | Time: 1492.45 ms
[2022-02-03 23:16:28 main:574] : INFO : Epoch 1946 | loss: 0.0312068 | val_loss: 0.0312057 | Time: 1474.22 ms
[2022-02-03 23:16:29 main:574] : INFO : Epoch 1947 | loss: 0.0312045 | val_loss: 0.031205 | Time: 1464.41 ms
[2022-02-03 23:16:31 main:574] : INFO : Epoch 1948 | loss: 0.0312039 | val_loss: 0.0312089 | Time: 1475.62 ms
[2022-02-03 23:16:32 main:574] : INFO : Epoch 1949 | loss: 0.0312038 | val_loss: 0.0312079 | Time: 1512.32 ms
[2022-02-03 23:16:34 main:574] : INFO : Epoch 1950 | loss: 0.0312062 | val_loss: 0.0312012 | Time: 1474.01 ms
[2022-02-03 23:16:35 main:574] : INFO : Epoch 1951 | loss: 0.0312038 | val_loss: 0.0312096 | Time: 1474.78 ms
[2022-02-03 23:16:37 main:574] : INFO : Epoch 1952 | loss: 0.0312021 | val_loss: 0.0312106 | Time: 1480.29 ms
[2022-02-03 23:16:38 main:574] : INFO : Epoch 1953 | loss: 0.0312031 | val_loss: 0.0312005 | Time: 1498.08 ms
[2022-02-03 23:16:40 main:574] : INFO : Epoch 1954 | loss: 0.0312004 | val_loss: 0.0312035 | Time: 1495.96 ms
[2022-02-03 23:16:41 main:574] : INFO : Epoch 1955 | loss: 0.0312005 | val_loss: 0.0312027 | Time: 1478 ms
[2022-02-03 23:16:43 main:574] : INFO : Epoch 1956 | loss: 0.031201 | val_loss: 0.0312024 | Time: 1494.36 ms
[2022-02-03 23:16:44 main:574] : INFO : Epoch 1957 | loss: 0.0312044 | val_loss: 0.0312008 | Time: 1455.06 ms
[2022-02-03 23:16:46 main:574] : INFO : Epoch 1958 | loss: 0.0312055 | val_loss: 0.0312029 | Time: 1498.44 ms
[2022-02-03 23:16:47 main:574] : INFO : Epoch 1959 | loss: 0.0312018 | val_loss: 0.0312012 | Time: 1445.01 ms
[2022-02-03 23:16:49 main:574] : INFO : Epoch 1960 | loss: 0.0312019 | val_loss: 0.0312074 | Time: 1469.19 ms
[2022-02-03 23:16:50 main:574] : INFO : Epoch 1961 | loss: 0.0312058 | val_loss: 0.0312056 | Time: 1504.18 ms
[2022-02-03 23:16:52 main:574] : INFO : Epoch 1962 | loss: 0.0312042 | val_loss: 0.031205 | Time: 1486.49 ms
[2022-02-03 23:16:53 main:574] : INFO : Epoch 1963 | loss: 0.0312019 | val_loss: 0.0311997 | Time: 1502.9 ms
[2022-02-03 23:16:55 main:574] : INFO : Epoch 1964 | loss: 0.0312003 | val_loss: 0.0312019 | Time: 1487.83 ms
[2022-02-03 23:16:56 main:574] : INFO : Epoch 1965 | loss: 0.0311996 | val_loss: 0.0312006 | Time: 1492.75 ms
[2022-02-03 23:16:58 main:574] : INFO : Epoch 1966 | loss: 0.0312018 | val_loss: 0.031203 | Time: 1527.08 ms
[2022-02-03 23:16:59 main:574] : INFO : Epoch 1967 | loss: 0.0312029 | val_loss: 0.0312015 | Time: 1488.18 ms
[2022-02-03 23:17:01 main:574] : INFO : Epoch 1968 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 1475.04 ms
[2022-02-03 23:17:02 main:574] : INFO : Epoch 1969 | loss: 0.0312053 | val_loss: 0.0312172 | Time: 1469.37 ms
[2022-02-03 23:17:04 main:574] : INFO : Epoch 1970 | loss: 0.0312035 | val_loss: 0.0312028 | Time: 1498.86 ms
[2022-02-03 23:17:05 main:574] : INFO : Epoch 1971 | loss: 0.0312036 | val_loss: 0.0312029 | Time: 1485.24 ms
[2022-02-03 23:17:07 main:574] : INFO : Epoch 1972 | loss: 0.0312022 | val_loss: 0.0312019 | Time: 1500.32 ms
[2022-02-03 23:17:08 main:574] : INFO : Epoch 1973 | loss: 0.0312019 | val_loss: 0.0312157 | Time: 1486.99 ms
[2022-02-03 23:17:10 main:574] : INFO : Epoch 1974 | loss: 0.0312037 | val_loss: 0.0312024 | Time: 1494.68 ms
[2022-02-03 23:17:11 main:574] : INFO : Epoch 1975 | loss: 0.0312012 | val_loss: 0.0312007 | Time: 1465.14 ms
[2022-02-03 23:17:13 main:574] : INFO : Epoch 1976 | loss: 0.0312011 | val_loss: 0.0312107 | Time: 1500.95 ms
[2022-02-03 23:17:14 main:574] : INFO : Epoch 1977 | loss: 0.0312097 | val_loss: 0.0312059 | Time: 1500.06 ms
[2022-02-03 23:17:16 main:574] : INFO : Epoch 1978 | loss: 0.0312035 | val_loss: 0.0311998 | Time: 1481.14 ms
[2022-02-03 23:17:17 main:574] : INFO : Epoch 1979 | loss: 0.0311998 | val_loss: 0.0312054 | Time: 1479.39 ms
[2022-02-03 23:17:19 main:574] : INFO : Epoch 1980 | loss: 0.0312 | val_loss: 0.0311991 | Time: 1468.02 ms
[2022-02-03 23:17:20 main:574] : INFO : Epoch 1981 | loss: 0.0311992 | val_loss: 0.0312115 | Time: 1468.79 ms
[2022-02-03 23:17:22 main:574] : INFO : Epoch 1982 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 1444.09 ms
[2022-02-03 23:17:23 main:574] : INFO : Epoch 1983 | loss: 0.0312012 | val_loss: 0.0312017 | Time: 1471.46 ms
[2022-02-03 23:17:25 main:574] : INFO : Epoch 1984 | loss: 0.0312019 | val_loss: 0.0311998 | Time: 1485.24 ms
[2022-02-03 23:17:26 main:574] : INFO : Epoch 1985 | loss: 0.0312017 | val_loss: 0.0312042 | Time: 1490.68 ms
[2022-02-03 23:17:28 main:574] : INFO : Epoch 1986 | loss: 0.0312004 | val_loss: 0.0312016 | Time: 1500.42 ms
[2022-02-03 23:17:29 main:574] : INFO : Epoch 1987 | loss: 0.0311997 | val_loss: 0.0312041 | Time: 1480.83 ms
[2022-02-03 23:17:31 main:574] : INFO : Epoch 1988 | loss: 0.0312026 | val_loss: 0.0312055 | Time: 1484.38 ms
[2022-02-03 23:17:32 main:574] : INFO : Epoch 1989 | loss: 0.0312031 | val_loss: 0.0312036 | Time: 1501.93 ms
[2022-02-03 23:17:34 main:574] : INFO : Epoch 1990 | loss: 0.031201 | val_loss: 0.0312006 | Time: 1503.37 ms
[2022-02-03 23:17:35 main:574] : INFO : Epoch 1991 | loss: 0.0312006 | val_loss: 0.0312022 | Time: 1485.86 ms
[2022-02-03 23:17:37 main:574] : INFO : Epoch 1992 | loss: 0.0312029 | val_loss: 0.031208 | Time: 1494.09 ms
[2022-02-03 23:17:38 main:574] : INFO : Epoch 1993 | loss: 0.0312029 | val_loss: 0.0312049 | Time: 1480.98 ms
[2022-02-03 23:17:40 main:574] : INFO : Epoch 1994 | loss: 0.0312013 | val_loss: 0.0311997 | Time: 1443.1 ms
[2022-02-03 23:17:41 main:574] : INFO : Epoch 1995 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 1456.12 ms
[2022-02-03 23:17:42 main:574] : INFO : Epoch 1996 | loss: 0.0311994 | val_loss: 0.0312039 | Time: 1468.58 ms
[2022-02-03 23:17:44 main:574] : INFO : Epoch 1997 | loss: 0.0312001 | val_loss: 0.0312039 | Time: 1489.17 ms
[2022-02-03 23:17:45 main:574] : INFO : Epoch 1998 | loss: 0.0312012 | val_loss: 0.0312021 | Time: 1469.23 ms
[2022-02-03 23:17:47 main:574] : INFO : Epoch 1999 | loss: 0.031202 | val_loss: 0.031202 | Time: 1447.91 ms
[2022-02-03 23:17:48 main:574] : INFO : Epoch 2000 | loss: 0.0312013 | val_loss: 0.0312038 | Time: 1456.71 ms
[2022-02-03 23:17:50 main:574] : INFO : Epoch 2001 | loss: 0.0312041 | val_loss: 0.031206 | Time: 1492.69 ms
[2022-02-03 23:17:51 main:574] : INFO : Epoch 2002 | loss: 0.0312025 | val_loss: 0.0311995 | Time: 1496.31 ms
[2022-02-03 23:17:53 main:574] : INFO : Epoch 2003 | loss: 0.0312001 | val_loss: 0.0312039 | Time: 1483.8 ms
[2022-02-03 23:17:54 main:574] : INFO : Epoch 2004 | loss: 0.0312006 | val_loss: 0.0312051 | Time: 1478.64 ms
[2022-02-03 23:17:56 main:574] : INFO : Epoch 2005 | loss: 0.0312005 | val_loss: 0.0311999 | Time: 1496.17 ms
[2022-02-03 23:17:57 main:574] : INFO : Epoch 2006 | loss: 0.0312003 | val_loss: 0.0312039 | Time: 1459.48 ms
[2022-02-03 23:17:59 main:574] : INFO : Epoch 2007 | loss: 0.0312011 | val_loss: 0.0312002 | Time: 1481.54 ms
[2022-02-03 23:18:00 main:574] : INFO : Epoch 2008 | loss: 0.0312018 | val_loss: 0.031214 | Time: 1518.24 ms
[2022-02-03 23:18:02 main:574] : INFO : Epoch 2009 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 1458.02 ms
[2022-02-03 23:18:03 main:574] : INFO : Epoch 2010 | loss: 0.0311981 | val_loss: 0.0312067 | Time: 1472.68 ms
[2022-02-03 23:18:05 main:574] : INFO : Epoch 2011 | loss: 0.0312016 | val_loss: 0.0312021 | Time: 1488.21 ms
[2022-02-03 23:18:06 main:574] : INFO : Epoch 2012 | loss: 0.0311999 | val_loss: 0.0312 | Time: 1491.91 ms
[2022-02-03 23:18:08 main:574] : INFO : Epoch 2013 | loss: 0.0311996 | val_loss: 0.0311984 | Time: 1582.71 ms
[2022-02-03 23:18:09 main:574] : INFO : Epoch 2014 | loss: 0.0311985 | val_loss: 0.0312012 | Time: 1461.14 ms
[2022-02-03 23:18:11 main:574] : INFO : Epoch 2015 | loss: 0.0311999 | val_loss: 0.0312014 | Time: 1459.16 ms
[2022-02-03 23:18:12 main:574] : INFO : Epoch 2016 | loss: 0.0311991 | val_loss: 0.0311989 | Time: 1452.85 ms
[2022-02-03 23:18:14 main:574] : INFO : Epoch 2017 | loss: 0.031198 | val_loss: 0.0312021 | Time: 1461.2 ms
[2022-02-03 23:18:15 main:574] : INFO : Epoch 2018 | loss: 0.0311983 | val_loss: 0.0312008 | Time: 1462.39 ms
[2022-02-03 23:18:17 main:574] : INFO : Epoch 2019 | loss: 0.0312019 | val_loss: 0.0312003 | Time: 1484.99 ms
[2022-02-03 23:18:18 main:574] : INFO : Epoch 2020 | loss: 0.0312041 | val_loss: 0.0312075 | Time: 1490 ms
[2022-02-03 23:18:20 main:574] : INFO : Epoch 2021 | loss: 0.0312055 | val_loss: 0.0311975 | Time: 1463.54 ms
[2022-02-03 23:18:21 main:574] : INFO : Epoch 2022 | loss: 0.031205 | val_loss: 0.0312024 | Time: 1488.51 ms
[2022-02-03 23:18:23 main:574] : INFO : Epoch 2023 | loss: 0.0312019 | val_loss: 0.0311978 | Time: 1478.96 ms
[2022-02-03 23:18:24 main:574] : INFO : Epoch 2024 | loss: 0.0312012 | val_loss: 0.0311996 | Time: 1471.29 ms
[2022-02-03 23:18:26 main:574] : INFO : Epoch 2025 | loss: 0.0311979 | val_loss: 0.0311934 | Time: 1487.02 ms
[2022-02-03 23:18:27 main:574] : INFO : Epoch 2026 | loss: 0.0311971 | val_loss: 0.0311924 | Time: 1487.68 ms
[2022-02-03 23:18:29 main:574] : INFO : Epoch 2027 | loss: 0.0311979 | val_loss: 0.0311993 | Time: 1462.36 ms
[2022-02-03 23:18:30 main:574] : INFO : Epoch 2028 | loss: 0.0311986 | val_loss: 0.031193 | Time: 1501.17 ms
[2022-02-03 23:18:32 main:574] : INFO : Epoch 2029 | loss: 0.0311992 | val_loss: 0.0312056 | Time: 1486.4 ms
[2022-02-03 23:18:33 main:574] : INFO : Epoch 2030 | loss: 0.0312034 | val_loss: 0.0311965 | Time: 1474.81 ms
[2022-02-03 23:18:34 main:574] : INFO : Epoch 2031 | loss: 0.0311984 | val_loss: 0.0311938 | Time: 1453.9 ms
[2022-02-03 23:18:36 main:574] : INFO : Epoch 2032 | loss: 0.0311958 | val_loss: 0.0311916 | Time: 1472.3 ms
[2022-02-03 23:18:37 main:574] : INFO : Epoch 2033 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1478.72 ms
[2022-02-03 23:18:39 main:574] : INFO : Epoch 2034 | loss: 0.0311997 | val_loss: 0.0312022 | Time: 1502.14 ms
[2022-02-03 23:18:40 main:574] : INFO : Epoch 2035 | loss: 0.0312012 | val_loss: 0.031196 | Time: 1493.61 ms
[2022-02-03 23:18:42 main:574] : INFO : Epoch 2036 | loss: 0.0311975 | val_loss: 0.0311915 | Time: 1489.24 ms
[2022-02-03 23:18:43 main:574] : INFO : Epoch 2037 | loss: 0.0311985 | val_loss: 0.0311939 | Time: 1489.6 ms
[2022-02-03 23:18:45 main:574] : INFO : Epoch 2038 | loss: 0.0311977 | val_loss: 0.0311953 | Time: 1469.8 ms
[2022-02-03 23:18:46 main:574] : INFO : Epoch 2039 | loss: 0.0311938 | val_loss: 0.0311933 | Time: 1487.04 ms
[2022-02-03 23:18:48 main:574] : INFO : Epoch 2040 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 1514.17 ms
[2022-02-03 23:18:49 main:574] : INFO : Epoch 2041 | loss: 0.0311927 | val_loss: 0.031191 | Time: 1506.04 ms
[2022-02-03 23:18:51 main:574] : INFO : Epoch 2042 | loss: 0.0311946 | val_loss: 0.0311909 | Time: 1487.95 ms
[2022-02-03 23:18:52 main:574] : INFO : Epoch 2043 | loss: 0.0311951 | val_loss: 0.0311976 | Time: 1477.35 ms
[2022-02-03 23:18:54 main:574] : INFO : Epoch 2044 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1478.2 ms
[2022-02-03 23:18:55 main:574] : INFO : Epoch 2045 | loss: 0.031194 | val_loss: 0.0311944 | Time: 1486.82 ms
[2022-02-03 23:18:57 main:574] : INFO : Epoch 2046 | loss: 0.0311951 | val_loss: 0.0311922 | Time: 1510.85 ms
[2022-02-03 23:18:58 main:574] : INFO : Epoch 2047 | loss: 0.0311936 | val_loss: 0.0311916 | Time: 1471.99 ms
[2022-02-03 23:19:00 main:574] : INFO : Epoch 2048 | loss: 0.0311967 | val_loss: 0.0311947 | Time: 1471.73 ms
[2022-02-03 23:19:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311947
[2022-02-03 23:19:00 main:603] : INFO : Saving end state to config to file
[2022-02-03 23:19:00 main:608] : INFO : Success, exiting..
23:19:00 (13152): 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)