Task 7797065
| Name | ParityModified-1631730700-5540-2_1 |
| Workunit | 5160465 |
| Created | 4 Oct 2021, 1:37:22 UTC |
| Sent | 4 Oct 2021, 3:48:57 UTC |
| Report deadline | 11 Oct 2021, 3:48:57 UTC |
| Received | 5 Oct 2021, 7:03:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 49 min 17 sec |
| CPU time | 49 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311391 | val_loss: 0.0311493 | Time: 1440.25 ms
[2021-10-05 08:50:47 main:581] : INFO : Epoch 1539 | loss: 0.0311367 | val_loss: 0.0311492 | Time: 1439.43 ms
[2021-10-05 08:50:49 main:581] : INFO : Epoch 1540 | loss: 0.031136 | val_loss: 0.031147 | Time: 1455.36 ms
[2021-10-05 08:50:50 main:581] : INFO : Epoch 1541 | loss: 0.0311354 | val_loss: 0.0311478 | Time: 1441.01 ms
[2021-10-05 08:50:52 main:581] : INFO : Epoch 1542 | loss: 0.0311349 | val_loss: 0.031144 | Time: 1441.47 ms
[2021-10-05 08:50:53 main:581] : INFO : Epoch 1543 | loss: 0.0311321 | val_loss: 0.0311454 | Time: 1447.97 ms
[2021-10-05 08:50:55 main:581] : INFO : Epoch 1544 | loss: 0.031133 | val_loss: 0.0311444 | Time: 1457.53 ms
[2021-10-05 08:50:56 main:581] : INFO : Epoch 1545 | loss: 0.0311321 | val_loss: 0.0311551 | Time: 1457.47 ms
[2021-10-05 08:50:58 main:581] : INFO : Epoch 1546 | loss: 0.0311335 | val_loss: 0.0311453 | Time: 1445.5 ms
[2021-10-05 08:50:59 main:581] : INFO : Epoch 1547 | loss: 0.0311315 | val_loss: 0.031141 | Time: 1448.32 ms
[2021-10-05 08:51:00 main:581] : INFO : Epoch 1548 | loss: 0.0311297 | val_loss: 0.0311443 | Time: 1446.46 ms
[2021-10-05 08:51:02 main:581] : INFO : Epoch 1549 | loss: 0.0311286 | val_loss: 0.031146 | Time: 1425.27 ms
[2021-10-05 08:51:03 main:581] : INFO : Epoch 1550 | loss: 0.0311287 | val_loss: 0.0311399 | Time: 1423.32 ms
[2021-10-05 08:51:05 main:581] : INFO : Epoch 1551 | loss: 0.0311267 | val_loss: 0.0311398 | Time: 1455.68 ms
[2021-10-05 08:51:06 main:581] : INFO : Epoch 1552 | loss: 0.0311265 | val_loss: 0.0311391 | Time: 1434.73 ms
[2021-10-05 08:51:08 main:581] : INFO : Epoch 1553 | loss: 0.0311274 | val_loss: 0.0311404 | Time: 1433.81 ms
[2021-10-05 08:51:09 main:581] : INFO : Epoch 1554 | loss: 0.0311258 | val_loss: 0.0311417 | Time: 1422.6 ms
[2021-10-05 08:51:11 main:581] : INFO : Epoch 1555 | loss: 0.0311249 | val_loss: 0.0311441 | Time: 1431.61 ms
[2021-10-05 08:51:12 main:581] : INFO : Epoch 1556 | loss: 0.0311267 | val_loss: 0.0311403 | Time: 1446.35 ms
[2021-10-05 08:51:13 main:581] : INFO : Epoch 1557 | loss: 0.0311268 | val_loss: 0.0311388 | Time: 1456.96 ms
[2021-10-05 08:51:15 main:581] : INFO : Epoch 1558 | loss: 0.0311251 | val_loss: 0.0311369 | Time: 1425.74 ms
[2021-10-05 08:51:16 main:581] : INFO : Epoch 1559 | loss: 0.0311265 | val_loss: 0.0311402 | Time: 1423.03 ms
[2021-10-05 08:51:18 main:581] : INFO : Epoch 1560 | loss: 0.0311258 | val_loss: 0.0311402 | Time: 1452.98 ms
[2021-10-05 08:51:19 main:581] : INFO : Epoch 1561 | loss: 0.0311259 | val_loss: 0.0311393 | Time: 1446.71 ms
[2021-10-05 08:51:21 main:581] : INFO : Epoch 1562 | loss: 0.0311278 | val_loss: 0.0311388 | Time: 1440.79 ms
[2021-10-05 08:51:22 main:581] : INFO : Epoch 1563 | loss: 0.0311258 | val_loss: 0.0311384 | Time: 1452.89 ms
[2021-10-05 08:51:24 main:581] : INFO : Epoch 1564 | loss: 0.0311275 | val_loss: 0.0311394 | Time: 1447.15 ms
[2021-10-05 08:51:25 main:581] : INFO : Epoch 1565 | loss: 0.0311245 | val_loss: 0.031141 | Time: 1457.44 ms
[2021-10-05 08:51:26 main:581] : INFO : Epoch 1566 | loss: 0.0311233 | val_loss: 0.0311397 | Time: 1432.06 ms
[2021-10-05 08:51:28 main:581] : INFO : Epoch 1567 | loss: 0.0311222 | val_loss: 0.0311375 | Time: 1438.42 ms
[2021-10-05 08:51:29 main:581] : INFO : Epoch 1568 | loss: 0.0311226 | val_loss: 0.031138 | Time: 1428.9 ms
[2021-10-05 08:51:31 main:581] : INFO : Epoch 1569 | loss: 0.0311256 | val_loss: 0.0311417 | Time: 1424.75 ms
[2021-10-05 08:51:32 main:581] : INFO : Epoch 1570 | loss: 0.031125 | val_loss: 0.0311365 | Time: 1431.74 ms
[2021-10-05 08:51:34 main:581] : INFO : Epoch 1571 | loss: 0.0311248 | val_loss: 0.0311395 | Time: 1423.22 ms
[2021-10-05 08:51:35 main:581] : INFO : Epoch 1572 | loss: 0.0311225 | val_loss: 0.0311373 | Time: 1427.12 ms
[2021-10-05 08:51:36 main:581] : INFO : Epoch 1573 | loss: 0.0311224 | val_loss: 0.0311425 | Time: 1429.5 ms
[2021-10-05 08:51:38 main:581] : INFO : Epoch 1574 | loss: 0.0311234 | val_loss: 0.0311398 | Time: 1431.88 ms
[2021-10-05 08:51:39 main:581] : INFO : Epoch 1575 | loss: 0.0311247 | val_loss: 0.0311365 | Time: 1434.81 ms
[2021-10-05 08:51:41 main:581] : INFO : Epoch 1576 | loss: 0.0311226 | val_loss: 0.0311363 | Time: 1441.25 ms
[2021-10-05 08:51:42 main:581] : INFO : Epoch 1577 | loss: 0.0311215 | val_loss: 0.0311364 | Time: 1453.99 ms
[2021-10-05 08:51:44 main:581] : INFO : Epoch 1578 | loss: 0.0311207 | val_loss: 0.0311384 | Time: 1450.61 ms
[2021-10-05 08:51:45 main:581] : INFO : Epoch 1579 | loss: 0.0311204 | val_loss: 0.0311372 | Time: 1430.91 ms
[2021-10-05 08:51:47 main:581] : INFO : Epoch 1580 | loss: 0.03112 | val_loss: 0.031135 | Time: 1438.78 ms
[2021-10-05 08:51:48 main:581] : INFO : Epoch 1581 | loss: 0.0311222 | val_loss: 0.0311435 | Time: 1432.42 ms
[2021-10-05 08:51:49 main:581] : INFO : Epoch 1582 | loss: 0.0311203 | val_loss: 0.0311377 | Time: 1442.14 ms
[2021-10-05 08:51:51 main:581] : INFO : Epoch 1583 | loss: 0.0311203 | val_loss: 0.0311378 | Time: 1454.38 ms
[2021-10-05 08:51:52 main:581] : INFO : Epoch 1584 | loss: 0.0311216 | val_loss: 0.0311379 | Time: 1447.14 ms
[2021-10-05 08:51:54 main:581] : INFO : Epoch 1585 | loss: 0.031121 | val_loss: 0.0311366 | Time: 1434.81 ms
[2021-10-05 08:51:55 main:581] : INFO : Epoch 1586 | loss: 0.0311194 | val_loss: 0.0311362 | Time: 1430.29 ms
[2021-10-05 08:51:57 main:581] : INFO : Epoch 1587 | loss: 0.0311165 | val_loss: 0.0311349 | Time: 1430.45 ms
[2021-10-05 08:51:58 main:581] : INFO : Epoch 1588 | loss: 0.0311167 | val_loss: 0.031136 | Time: 1435.41 ms
[2021-10-05 08:51:59 main:581] : INFO : Epoch 1589 | loss: 0.0311168 | val_loss: 0.0311371 | Time: 1429.4 ms
[2021-10-05 08:52:01 main:581] : INFO : Epoch 1590 | loss: 0.0311171 | val_loss: 0.0311436 | Time: 1425.86 ms
[2021-10-05 08:52:02 main:581] : INFO : Epoch 1591 | loss: 0.0311194 | val_loss: 0.0311381 | Time: 1433.87 ms
[2021-10-05 08:52:04 main:581] : INFO : Epoch 1592 | loss: 0.0311205 | val_loss: 0.0311396 | Time: 1452.52 ms
[2021-10-05 08:52:05 main:581] : INFO : Epoch 1593 | loss: 0.0311191 | val_loss: 0.031139 | Time: 1440.71 ms
[2021-10-05 08:52:07 main:581] : INFO : Epoch 1594 | loss: 0.0311164 | val_loss: 0.0311375 | Time: 1450.79 ms
[2021-10-05 08:52:08 main:581] : INFO : Epoch 1595 | loss: 0.0311153 | val_loss: 0.0311373 | Time: 1453.54 ms
[2021-10-05 08:52:10 main:581] : INFO : Epoch 1596 | loss: 0.0311171 | val_loss: 0.0311363 | Time: 1444.53 ms
[2021-10-05 08:52:11 main:581] : INFO : Epoch 1597 | loss: 0.0311161 | val_loss: 0.0311342 | Time: 1432.23 ms
[2021-10-05 08:52:12 main:581] : INFO : Epoch 1598 | loss: 0.0311172 | val_loss: 0.0311347 | Time: 1427.12 ms
[2021-10-05 08:52:14 main:581] : INFO : Epoch 1599 | loss: 0.0311154 | val_loss: 0.0311323 | Time: 1425.59 ms
[2021-10-05 08:52:15 main:581] : INFO : Epoch 1600 | loss: 0.031117 | val_loss: 0.0311409 | Time: 1443.9 ms
[2021-10-05 08:52:17 main:581] : INFO : Epoch 1601 | loss: 0.0311191 | val_loss: 0.0311374 | Time: 1449.89 ms
[2021-10-05 08:52:18 main:581] : INFO : Epoch 1602 | loss: 0.0311174 | val_loss: 0.0311338 | Time: 1434.47 ms
[2021-10-05 08:52:20 main:581] : INFO : Epoch 1603 | loss: 0.031116 | val_loss: 0.0311339 | Time: 1429.26 ms
[2021-10-05 08:52:21 main:581] : INFO : Epoch 1604 | loss: 0.0311134 | val_loss: 0.0311306 | Time: 1427.96 ms
[2021-10-05 08:52:22 main:581] : INFO : Epoch 1605 | loss: 0.0311129 | val_loss: 0.0311307 | Time: 1436.19 ms
[2021-10-05 08:52:24 main:581] : INFO : Epoch 1606 | loss: 0.0311127 | val_loss: 0.0311312 | Time: 1431.65 ms
[2021-10-05 08:52:25 main:581] : INFO : Epoch 1607 | loss: 0.0311127 | val_loss: 0.0311318 | Time: 1435.03 ms
[2021-10-05 08:52:27 main:581] : INFO : Epoch 1608 | loss: 0.0311139 | val_loss: 0.0311393 | Time: 1430.36 ms
[2021-10-05 08:52:28 main:581] : INFO : Epoch 1609 | loss: 0.031117 | val_loss: 0.0311371 | Time: 1441.09 ms
[2021-10-05 08:52:30 main:581] : INFO : Epoch 1610 | loss: 0.0311206 | val_loss: 0.031136 | Time: 1450.54 ms
[2021-10-05 08:52:31 main:581] : INFO : Epoch 1611 | loss: 0.0311189 | val_loss: 0.0311369 | Time: 1450.5 ms
[2021-10-05 08:52:33 main:581] : INFO : Epoch 1612 | loss: 0.0311188 | val_loss: 0.0311409 | Time: 1455.56 ms
[2021-10-05 08:52:34 main:581] : INFO : Epoch 1613 | loss: 0.0311223 | val_loss: 0.031134 | Time: 1450.17 ms
[2021-10-05 08:52:35 main:581] : INFO : Epoch 1614 | loss: 0.0311202 | val_loss: 0.0311363 | Time: 1450.37 ms
[2021-10-05 08:52:37 main:581] : INFO : Epoch 1615 | loss: 0.0311186 | val_loss: 0.0311389 | Time: 1431.42 ms
[2021-10-05 08:52:38 main:581] : INFO : Epoch 1616 | loss: 0.0311185 | val_loss: 0.0311354 | Time: 1460.63 ms
[2021-10-05 08:52:40 main:581] : INFO : Epoch 1617 | loss: 0.0311175 | val_loss: 0.0311381 | Time: 1431.25 ms
[2021-10-05 08:52:41 main:581] : INFO : Epoch 1618 | loss: 0.0311176 | val_loss: 0.0311337 | Time: 1427.08 ms
[2021-10-05 08:52:43 main:581] : INFO : Epoch 1619 | loss: 0.0311147 | val_loss: 0.0311323 | Time: 1454.21 ms
[2021-10-05 08:52:44 main:581] : INFO : Epoch 1620 | loss: 0.0311146 | val_loss: 0.0311327 | Time: 1425.04 ms
[2021-10-05 08:52:46 main:581] : INFO : Epoch 1621 | loss: 0.0311139 | val_loss: 0.031133 | Time: 1467.83 ms
[2021-10-05 08:52:47 main:581] : INFO : Epoch 1622 | loss: 0.0311154 | val_loss: 0.0311319 | Time: 1442.98 ms
[2021-10-05 08:52:48 main:581] : INFO : Epoch 1623 | loss: 0.0311156 | val_loss: 0.0311323 | Time: 1418.8 ms
[2021-10-05 08:52:50 main:581] : INFO : Epoch 1624 | loss: 0.0311141 | val_loss: 0.0311313 | Time: 1456.04 ms
[2021-10-05 08:52:51 main:581] : INFO : Epoch 1625 | loss: 0.0311136 | val_loss: 0.0311334 | Time: 1528.76 ms
[2021-10-05 08:52:53 main:581] : INFO : Epoch 1626 | loss: 0.0311123 | val_loss: 0.0311307 | Time: 1544.51 ms
[2021-10-05 08:52:55 main:581] : INFO : Epoch 1627 | loss: 0.0311149 | val_loss: 0.0311309 | Time: 1567.35 ms
[2021-10-05 08:52:56 main:581] : INFO : Epoch 1628 | loss: 0.0311116 | val_loss: 0.0311311 | Time: 1508.03 ms
[2021-10-05 08:52:58 main:581] : INFO : Epoch 1629 | loss: 0.0311097 | val_loss: 0.0311318 | Time: 1475.5 ms
[2021-10-05 08:52:59 main:581] : INFO : Epoch 1630 | loss: 0.0311116 | val_loss: 0.0311357 | Time: 1436.46 ms
[2021-10-05 08:53:00 main:581] : INFO : Epoch 1631 | loss: 0.0311111 | val_loss: 0.0311327 | Time: 1432.88 ms
[2021-10-05 08:53:02 main:581] : INFO : Epoch 1632 | loss: 0.031111 | val_loss: 0.0311338 | Time: 1439.84 ms
[2021-10-05 08:53:03 main:581] : INFO : Epoch 1633 | loss: 0.0311089 | val_loss: 0.0311319 | Time: 1427.63 ms
[2021-10-05 08:53:05 main:581] : INFO : Epoch 1634 | loss: 0.0311103 | val_loss: 0.0311337 | Time: 1427.76 ms
[2021-10-05 08:53:06 main:581] : INFO : Epoch 1635 | loss: 0.0311108 | val_loss: 0.0311389 | Time: 1436.74 ms
[2021-10-05 08:53:08 main:581] : INFO : Epoch 1636 | loss: 0.0311121 | val_loss: 0.0311322 | Time: 1441.85 ms
[2021-10-05 08:53:09 main:581] : INFO : Epoch 1637 | loss: 0.0311119 | val_loss: 0.0311417 | Time: 1434.46 ms
[2021-10-05 08:53:10 main:581] : INFO : Epoch 1638 | loss: 0.0311114 | val_loss: 0.031137 | Time: 1433.47 ms
[2021-10-05 08:53:12 main:581] : INFO : Epoch 1639 | loss: 0.0311109 | val_loss: 0.0311348 | Time: 1429.38 ms
[2021-10-05 08:53:13 main:581] : INFO : Epoch 1640 | loss: 0.0311126 | val_loss: 0.0311351 | Time: 1431.65 ms
[2021-10-05 08:53:15 main:581] : INFO : Epoch 1641 | loss: 0.0311151 | val_loss: 0.0311392 | Time: 1435.83 ms
[2021-10-05 08:53:16 main:581] : INFO : Epoch 1642 | loss: 0.0311258 | val_loss: 0.0311381 | Time: 1450.48 ms
[2021-10-05 08:53:18 main:581] : INFO : Epoch 1643 | loss: 0.0311241 | val_loss: 0.0311417 | Time: 1456.12 ms
[2021-10-05 08:53:19 main:581] : INFO : Epoch 1644 | loss: 0.0311239 | val_loss: 0.031134 | Time: 1447.17 ms
[2021-10-05 08:53:21 main:581] : INFO : Epoch 1645 | loss: 0.0311201 | val_loss: 0.0311397 | Time: 1439.71 ms
[2021-10-05 08:53:22 main:581] : INFO : Epoch 1646 | loss: 0.0311159 | val_loss: 0.0311347 | Time: 1443.94 ms
[2021-10-05 08:53:23 main:581] : INFO : Epoch 1647 | loss: 0.0311146 | val_loss: 0.031136 | Time: 1462.65 ms
[2021-10-05 08:53:25 main:581] : INFO : Epoch 1648 | loss: 0.0311121 | val_loss: 0.0311322 | Time: 1456.33 ms
[2021-10-05 08:53:26 main:581] : INFO : Epoch 1649 | loss: 0.0311128 | val_loss: 0.0311342 | Time: 1436.91 ms
[2021-10-05 08:53:28 main:581] : INFO : Epoch 1650 | loss: 0.0311118 | val_loss: 0.0311334 | Time: 1431.34 ms
[2021-10-05 08:53:29 main:581] : INFO : Epoch 1651 | loss: 0.0311135 | val_loss: 0.0311358 | Time: 1438.68 ms
[2021-10-05 08:53:31 main:581] : INFO : Epoch 1652 | loss: 0.0311221 | val_loss: 0.0311368 | Time: 1440.74 ms
[2021-10-05 08:53:32 main:581] : INFO : Epoch 1653 | loss: 0.031117 | val_loss: 0.0311333 | Time: 1439.16 ms
[2021-10-05 08:53:34 main:581] : INFO : Epoch 1654 | loss: 0.0311161 | val_loss: 0.031132 | Time: 1449.56 ms
[2021-10-05 08:53:35 main:581] : INFO : Epoch 1655 | loss: 0.031118 | val_loss: 0.0311335 | Time: 1450.73 ms
[2021-10-05 08:53:36 main:581] : INFO : Epoch 1656 | loss: 0.0311152 | val_loss: 0.0311365 | Time: 1429.73 ms
[2021-10-05 08:53:38 main:581] : INFO : Epoch 1657 | loss: 0.0311127 | val_loss: 0.0311322 | Time: 1454.06 ms
[2021-10-05 08:53:39 main:581] : INFO : Epoch 1658 | loss: 0.031112 | val_loss: 0.0311357 | Time: 1456.6 ms
[2021-10-05 08:53:41 main:581] : INFO : Epoch 1659 | loss: 0.0311129 | val_loss: 0.0311335 | Time: 1434.19 ms
[2021-10-05 08:53:42 main:581] : INFO : Epoch 1660 | loss: 0.0311137 | val_loss: 0.031137 | Time: 1451.43 ms
[2021-10-05 08:53:44 main:581] : INFO : Epoch 1661 | loss: 0.0311175 | val_loss: 0.0311383 | Time: 1444.49 ms
[2021-10-05 08:53:45 main:581] : INFO : Epoch 1662 | loss: 0.0311115 | val_loss: 0.0311334 | Time: 1442.2 ms
[2021-10-05 08:53:47 main:581] : INFO : Epoch 1663 | loss: 0.0311116 | val_loss: 0.0311341 | Time: 1475.69 ms
[2021-10-05 08:53:48 main:581] : INFO : Epoch 1664 | loss: 0.0311107 | val_loss: 0.0311346 | Time: 1462.46 ms
[2021-10-05 08:53:49 main:581] : INFO : Epoch 1665 | loss: 0.0311125 | val_loss: 0.0311385 | Time: 1426.78 ms
[2021-10-05 08:53:51 main:581] : INFO : Epoch 1666 | loss: 0.0311165 | val_loss: 0.0311348 | Time: 1430.66 ms
[2021-10-05 08:53:52 main:581] : INFO : Epoch 1667 | loss: 0.031115 | val_loss: 0.0311344 | Time: 1437.24 ms
[2021-10-05 08:53:54 main:581] : INFO : Epoch 1668 | loss: 0.031113 | val_loss: 0.0311333 | Time: 1435.9 ms
[2021-10-05 08:53:55 main:581] : INFO : Epoch 1669 | loss: 0.0311129 | val_loss: 0.0311349 | Time: 1430.56 ms
[2021-10-05 08:53:57 main:581] : INFO : Epoch 1670 | loss: 0.0311113 | val_loss: 0.0311337 | Time: 1436.16 ms
[2021-10-05 08:53:58 main:581] : INFO : Epoch 1671 | loss: 0.0311127 | val_loss: 0.0311362 | Time: 1449.19 ms
[2021-10-05 08:54:00 main:581] : INFO : Epoch 1672 | loss: 0.0311144 | val_loss: 0.0311419 | Time: 1449.89 ms
[2021-10-05 08:54:01 main:581] : INFO : Epoch 1673 | loss: 0.0311211 | val_loss: 0.0311423 | Time: 1450.09 ms
[2021-10-05 08:54:02 main:581] : INFO : Epoch 1674 | loss: 0.0311235 | val_loss: 0.0311326 | Time: 1452.01 ms
[2021-10-05 08:54:04 main:581] : INFO : Epoch 1675 | loss: 0.0311162 | val_loss: 0.0311313 | Time: 1432.54 ms
[2021-10-05 08:54:05 main:581] : INFO : Epoch 1676 | loss: 0.0311158 | val_loss: 0.0311308 | Time: 1431.73 ms
[2021-10-05 08:54:07 main:581] : INFO : Epoch 1677 | loss: 0.0311152 | val_loss: 0.0311331 | Time: 1444.57 ms
[2021-10-05 08:54:08 main:581] : INFO : Epoch 1678 | loss: 0.0311155 | val_loss: 0.0311299 | Time: 1444.11 ms
[2021-10-05 08:54:10 main:581] : INFO : Epoch 1679 | loss: 0.0311135 | val_loss: 0.0311307 | Time: 1453.93 ms
[2021-10-05 08:54:11 main:581] : INFO : Epoch 1680 | loss: 0.0311131 | val_loss: 0.0311332 | Time: 1450.59 ms
[2021-10-05 08:54:13 main:581] : INFO : Epoch 1681 | loss: 0.0311213 | val_loss: 0.0311414 | Time: 1438.95 ms
[2021-10-05 08:54:14 main:581] : INFO : Epoch 1682 | loss: 0.0311234 | val_loss: 0.031134 | Time: 1432.04 ms
[2021-10-05 08:54:15 main:581] : INFO : Epoch 1683 | loss: 0.0311233 | val_loss: 0.0311403 | Time: 1426.77 ms
[2021-10-05 08:54:17 main:581] : INFO : Epoch 1684 | loss: 0.0311313 | val_loss: 0.0311353 | Time: 1436.94 ms
[2021-10-05 08:54:18 main:581] : INFO : Epoch 1685 | loss: 0.0311273 | val_loss: 0.0311348 | Time: 1429.44 ms
[2021-10-05 08:54:20 main:581] : INFO : Epoch 1686 | loss: 0.0311255 | val_loss: 0.0311356 | Time: 1429.3 ms
[2021-10-05 08:54:21 main:581] : INFO : Epoch 1687 | loss: 0.0311229 | val_loss: 0.0311342 | Time: 1453.01 ms
[2021-10-05 08:54:23 main:581] : INFO : Epoch 1688 | loss: 0.0311255 | val_loss: 0.0311336 | Time: 1443.14 ms
[2021-10-05 08:54:24 main:581] : INFO : Epoch 1689 | loss: 0.0311231 | val_loss: 0.0311352 | Time: 1450.92 ms
[2021-10-05 08:54:25 main:581] : INFO : Epoch 1690 | loss: 0.0311227 | val_loss: 0.0311346 | Time: 1459.34 ms
[2021-10-05 08:54:27 main:581] : INFO : Epoch 1691 | loss: 0.0311181 | val_loss: 0.0311327 | Time: 1453.63 ms
[2021-10-05 08:54:28 main:581] : INFO : Epoch 1692 | loss: 0.0311161 | val_loss: 0.0311328 | Time: 1433.59 ms
[2021-10-05 08:54:30 main:581] : INFO : Epoch 1693 | loss: 0.0311174 | val_loss: 0.0311305 | Time: 1438.54 ms
[2021-10-05 08:54:31 main:581] : INFO : Epoch 1694 | loss: 0.0311145 | val_loss: 0.031129 | Time: 1469.45 ms
[2021-10-05 08:54:33 main:581] : INFO : Epoch 1695 | loss: 0.0311134 | val_loss: 0.0311342 | Time: 1442.37 ms
[2021-10-05 08:54:34 main:581] : INFO : Epoch 1696 | loss: 0.0311141 | val_loss: 0.0311418 | Time: 1447.74 ms
[2021-10-05 08:54:36 main:581] : INFO : Epoch 1697 | loss: 0.0311188 | val_loss: 0.0311326 | Time: 1436.86 ms
[2021-10-05 08:54:37 main:581] : INFO : Epoch 1698 | loss: 0.0311163 | val_loss: 0.0311301 | Time: 1437.35 ms
[2021-10-05 08:54:38 main:581] : INFO : Epoch 1699 | loss: 0.0311181 | val_loss: 0.0311359 | Time: 1431.31 ms
[2021-10-05 08:54:40 main:581] : INFO : Epoch 1700 | loss: 0.0311175 | val_loss: 0.0311324 | Time: 1434.1 ms
[2021-10-05 08:54:41 main:581] : INFO : Epoch 1701 | loss: 0.0311141 | val_loss: 0.0311279 | Time: 1428.17 ms
[2021-10-05 08:54:43 main:581] : INFO : Epoch 1702 | loss: 0.0311141 | val_loss: 0.0311281 | Time: 1424.67 ms
[2021-10-05 08:54:44 main:581] : INFO : Epoch 1703 | loss: 0.0311156 | val_loss: 0.0311283 | Time: 1435.44 ms
[2021-10-05 08:54:46 main:581] : INFO : Epoch 1704 | loss: 0.0311165 | val_loss: 0.0311269 | Time: 1449.59 ms
[2021-10-05 08:54:47 main:581] : INFO : Epoch 1705 | loss: 0.0311142 | val_loss: 0.0311283 | Time: 1447.89 ms
[2021-10-05 08:54:49 main:581] : INFO : Epoch 1706 | loss: 0.0311128 | val_loss: 0.0311311 | Time: 1450.15 ms
[2021-10-05 08:54:50 main:581] : INFO : Epoch 1707 | loss: 0.0311153 | val_loss: 0.0311321 | Time: 1450.93 ms
[2021-10-05 08:54:51 main:581] : INFO : Epoch 1708 | loss: 0.0311139 | val_loss: 0.0311326 | Time: 1449.34 ms
[2021-10-05 08:54:53 main:581] : INFO : Epoch 1709 | loss: 0.0311123 | val_loss: 0.0311304 | Time: 1435.74 ms
[2021-10-05 08:54:54 main:581] : INFO : Epoch 1710 | loss: 0.0311103 | val_loss: 0.031132 | Time: 1434.22 ms
[2021-10-05 08:54:56 main:581] : INFO : Epoch 1711 | loss: 0.0311113 | val_loss: 0.0311262 | Time: 1432.38 ms
[2021-10-05 08:54:57 main:581] : INFO : Epoch 1712 | loss: 0.0311108 | val_loss: 0.0311289 | Time: 1437.68 ms
[2021-10-05 08:54:59 main:581] : INFO : Epoch 1713 | loss: 0.0311085 | val_loss: 0.0311279 | Time: 1439.9 ms
[2021-10-05 08:55:00 main:581] : INFO : Epoch 1714 | loss: 0.0311089 | val_loss: 0.0311281 | Time: 1427.34 ms
[2021-10-05 08:55:01 main:581] : INFO : Epoch 1715 | loss: 0.0311099 | val_loss: 0.0311302 | Time: 1435.42 ms
[2021-10-05 08:55:03 main:581] : INFO : Epoch 1716 | loss: 0.0311098 | val_loss: 0.0311276 | Time: 1438.2 ms
[2021-10-05 08:55:04 main:581] : INFO : Epoch 1717 | loss: 0.0311089 | val_loss: 0.0311308 | Time: 1431.15 ms
[2021-10-05 08:55:06 main:581] : INFO : Epoch 1718 | loss: 0.031108 | val_loss: 0.0311299 | Time: 1420.31 ms
[2021-10-05 08:55:07 main:581] : INFO : Epoch 1719 | loss: 0.0311092 | val_loss: 0.0311283 | Time: 1423.7 ms
[2021-10-05 08:55:09 main:581] : INFO : Epoch 1720 | loss: 0.0311064 | val_loss: 0.031131 | Time: 1444.37 ms
[2021-10-05 08:55:10 main:581] : INFO : Epoch 1721 | loss: 0.0311063 | val_loss: 0.0311307 | Time: 1445.96 ms
[2021-10-05 08:55:12 main:581] : INFO : Epoch 1722 | loss: 0.0311061 | val_loss: 0.0311311 | Time: 1446.93 ms
[2021-10-05 08:55:13 main:581] : INFO : Epoch 1723 | loss: 0.0311069 | val_loss: 0.0311318 | Time: 1442.13 ms
[2021-10-05 08:55:14 main:581] : INFO : Epoch 1724 | loss: 0.0311091 | val_loss: 0.0311329 | Time: 1440.33 ms
[2021-10-05 08:55:16 main:581] : INFO : Epoch 1725 | loss: 0.0311081 | val_loss: 0.0311311 | Time: 1448.68 ms
[2021-10-05 08:55:17 main:581] : INFO : Epoch 1726 | loss: 0.0311078 | val_loss: 0.0311306 | Time: 1451.96 ms
[2021-10-05 08:55:19 main:581] : INFO : Epoch 1727 | loss: 0.0311116 | val_loss: 0.0311293 | Time: 1439.35 ms
[2021-10-05 08:55:20 main:581] : INFO : Epoch 1728 | loss: 0.0311128 | val_loss: 0.0311305 | Time: 1438.79 ms
[2021-10-05 08:55:22 main:581] : INFO : Epoch 1729 | loss: 0.0311118 | val_loss: 0.0311355 | Time: 1467.08 ms
[2021-10-05 08:55:23 main:581] : INFO : Epoch 1730 | loss: 0.0311243 | val_loss: 0.0311399 | Time: 1423.27 ms
[2021-10-05 08:55:25 main:581] : INFO : Epoch 1731 | loss: 0.0311307 | val_loss: 0.0311358 | Time: 1429.23 ms
[2021-10-05 08:55:26 main:581] : INFO : Epoch 1732 | loss: 0.0311279 | val_loss: 0.0311491 | Time: 1422.79 ms
[2021-10-05 08:55:27 main:581] : INFO : Epoch 1733 | loss: 0.0311338 | val_loss: 0.0311366 | Time: 1458.75 ms
[2021-10-05 08:55:29 main:581] : INFO : Epoch 1734 | loss: 0.0311266 | val_loss: 0.0311327 | Time: 1444.61 ms
[2021-10-05 08:55:30 main:581] : INFO : Epoch 1735 | loss: 0.0311236 | val_loss: 0.0311373 | Time: 1432.92 ms
[2021-10-05 08:55:32 main:581] : INFO : Epoch 1736 | loss: 0.0311236 | val_loss: 0.0311348 | Time: 1422.15 ms
[2021-10-05 08:55:33 main:581] : INFO : Epoch 1737 | loss: 0.0311194 | val_loss: 0.0311299 | Time: 1460.79 ms
[2021-10-05 08:55:35 main:581] : INFO : Epoch 1738 | loss: 0.0311184 | val_loss: 0.0311304 | Time: 1431.53 ms
[2021-10-05 08:55:36 main:581] : INFO : Epoch 1739 | loss: 0.0311185 | val_loss: 0.0311379 | Time: 1451.67 ms
[2021-10-05 08:55:38 main:581] : INFO : Epoch 1740 | loss: 0.0311181 | val_loss: 0.0311303 | Time: 1454.54 ms
[2021-10-05 08:55:39 main:581] : INFO : Epoch 1741 | loss: 0.0311241 | val_loss: 0.031149 | Time: 1439.82 ms
[2021-10-05 08:55:40 main:581] : INFO : Epoch 1742 | loss: 0.0311428 | val_loss: 0.0311487 | Time: 1445.71 ms
[2021-10-05 08:55:42 main:581] : INFO : Epoch 1743 | loss: 0.0311421 | val_loss: 0.031145 | Time: 1444.28 ms
[2021-10-05 08:55:43 main:581] : INFO : Epoch 1744 | loss: 0.0311403 | val_loss: 0.0311423 | Time: 1430.06 ms
[2021-10-05 08:55:45 main:581] : INFO : Epoch 1745 | loss: 0.0311413 | val_loss: 0.0311476 | Time: 1431.31 ms
[2021-10-05 08:55:46 main:581] : INFO : Epoch 1746 | loss: 0.0311402 | val_loss: 0.0311425 | Time: 1466.51 ms
[2021-10-05 08:55:48 main:581] : INFO : Epoch 1747 | loss: 0.0311336 | val_loss: 0.0311431 | Time: 1432.94 ms
[2021-10-05 08:55:49 main:581] : INFO : Epoch 1748 | loss: 0.0311344 | val_loss: 0.0311413 | Time: 1424.99 ms
[2021-10-05 08:55:50 main:581] : INFO : Epoch 1749 | loss: 0.0311337 | val_loss: 0.0311451 | Time: 1425.68 ms
[2021-10-05 08:55:52 main:581] : INFO : Epoch 1750 | loss: 0.0311348 | val_loss: 0.0311455 | Time: 1463.71 ms
[2021-10-05 08:55:53 main:581] : INFO : Epoch 1751 | loss: 0.0311349 | val_loss: 0.0311422 | Time: 1448.95 ms
[2021-10-05 08:55:55 main:581] : INFO : Epoch 1752 | loss: 0.031131 | val_loss: 0.031141 | Time: 1445.92 ms
[2021-10-05 08:55:56 main:581] : INFO : Epoch 1753 | loss: 0.0311313 | val_loss: 0.0311415 | Time: 1426.39 ms
[2021-10-05 08:55:58 main:581] : INFO : Epoch 1754 | loss: 0.0311296 | val_loss: 0.0311402 | Time: 1424.21 ms
[2021-10-05 08:55:59 main:581] : INFO : Epoch 1755 | loss: 0.0311304 | val_loss: 0.03114 | Time: 1434.78 ms
[2021-10-05 08:56:01 main:581] : INFO : Epoch 1756 | loss: 0.0311289 | val_loss: 0.0311392 | Time: 1440.85 ms
[2021-10-05 08:56:02 main:581] : INFO : Epoch 1757 | loss: 0.0311286 | val_loss: 0.0311411 | Time: 1450.95 ms
[2021-10-05 08:56:03 main:581] : INFO : Epoch 1758 | loss: 0.031129 | val_loss: 0.0311428 | Time: 1452.36 ms
[2021-10-05 08:56:05 main:581] : INFO : Epoch 1759 | loss: 0.0311276 | val_loss: 0.0311389 | Time: 1450.58 ms
[2021-10-05 08:56:06 main:581] : INFO : Epoch 1760 | loss: 0.0311269 | val_loss: 0.0311403 | Time: 1427.54 ms
[2021-10-05 08:56:08 main:581] : INFO : Epoch 1761 | loss: 0.0311265 | val_loss: 0.031137 | Time: 1424.18 ms
[2021-10-05 08:56:09 main:581] : INFO : Epoch 1762 | loss: 0.0311261 | val_loss: 0.0311371 | Time: 1423.62 ms
[2021-10-05 08:56:11 main:581] : INFO : Epoch 1763 | loss: 0.0311257 | val_loss: 0.0311378 | Time: 1430.03 ms
[2021-10-05 08:56:12 main:581] : INFO : Epoch 1764 | loss: 0.0311255 | val_loss: 0.0311368 | Time: 1424.35 ms
[2021-10-05 08:56:13 main:581] : INFO : Epoch 1765 | loss: 0.0311244 | val_loss: 0.0311339 | Time: 1451.9 ms
[2021-10-05 08:56:15 main:581] : INFO : Epoch 1766 | loss: 0.031124 | val_loss: 0.0311364 | Time: 1437.6 ms
[2021-10-05 08:56:16 main:581] : INFO : Epoch 1767 | loss: 0.0311242 | val_loss: 0.0311344 | Time: 1448.01 ms
[2021-10-05 08:56:18 main:581] : INFO : Epoch 1768 | loss: 0.0311231 | val_loss: 0.0311328 | Time: 1446.45 ms
[2021-10-05 08:56:19 main:581] : INFO : Epoch 1769 | loss: 0.0311232 | val_loss: 0.0311372 | Time: 1452.58 ms
[2021-10-05 08:56:21 main:581] : INFO : Epoch 1770 | loss: 0.031123 | val_loss: 0.031135 | Time: 1434.76 ms
[2021-10-05 08:56:22 main:581] : INFO : Epoch 1771 | loss: 0.0311227 | val_loss: 0.0311334 | Time: 1432.97 ms
[2021-10-05 08:56:24 main:581] : INFO : Epoch 1772 | loss: 0.0311219 | val_loss: 0.0311348 | Time: 1436.92 ms
[2021-10-05 08:56:25 main:581] : INFO : Epoch 1773 | loss: 0.0311252 | val_loss: 0.0311373 | Time: 1438.34 ms
[2021-10-05 08:56:26 main:581] : INFO : Epoch 1774 | loss: 0.0311242 | val_loss: 0.031135 | Time: 1446.75 ms
[2021-10-05 08:56:28 main:581] : INFO : Epoch 1775 | loss: 0.0311226 | val_loss: 0.0311327 | Time: 1450.18 ms
[2021-10-05 08:56:29 main:581] : INFO : Epoch 1776 | loss: 0.0311221 | val_loss: 0.0311352 | Time: 1436.17 ms
[2021-10-05 08:56:31 main:581] : INFO : Epoch 1777 | loss: 0.0311248 | val_loss: 0.0311319 | Time: 1432.62 ms
[2021-10-05 08:56:32 main:581] : INFO : Epoch 1778 | loss: 0.0311227 | val_loss: 0.0311314 | Time: 1432.95 ms
[2021-10-05 08:56:34 main:581] : INFO : Epoch 1779 | loss: 0.0311224 | val_loss: 0.0311335 | Time: 1439.41 ms
[2021-10-05 08:56:35 main:581] : INFO : Epoch 1780 | loss: 0.0311228 | val_loss: 0.0311325 | Time: 1427.78 ms
[2021-10-05 08:56:37 main:581] : INFO : Epoch 1781 | loss: 0.0311218 | val_loss: 0.0311339 | Time: 1424.89 ms
[2021-10-05 08:56:38 main:581] : INFO : Epoch 1782 | loss: 0.0311217 | val_loss: 0.0311468 | Time: 1433.06 ms
[2021-10-05 08:56:39 main:581] : INFO : Epoch 1783 | loss: 0.0311327 | val_loss: 0.0311422 | Time: 1449.2 ms
[2021-10-05 08:56:41 main:581] : INFO : Epoch 1784 | loss: 0.0311275 | val_loss: 0.0311365 | Time: 1436.54 ms
[2021-10-05 08:56:42 main:581] : INFO : Epoch 1785 | loss: 0.0311248 | val_loss: 0.0311331 | Time: 1449.22 ms
[2021-10-05 08:56:44 main:581] : INFO : Epoch 1786 | loss: 0.0311242 | val_loss: 0.0311347 | Time: 1465 ms
[2021-10-05 08:56:45 main:581] : INFO : Epoch 1787 | loss: 0.031128 | val_loss: 0.0311348 | Time: 1447.27 ms
[2021-10-05 08:56:47 main:581] : INFO : Epoch 1788 | loss: 0.0311327 | val_loss: 0.0311372 | Time: 1435.75 ms
[2021-10-05 08:56:48 main:581] : INFO : Epoch 1789 | loss: 0.0311265 | val_loss: 0.0311339 | Time: 1425.82 ms
[2021-10-05 08:56:49 main:581] : INFO : Epoch 1790 | loss: 0.0311238 | val_loss: 0.0311335 | Time: 1426.18 ms
[2021-10-05 08:56:51 main:581] : INFO : Epoch 1791 | loss: 0.0311238 | val_loss: 0.031134 | Time: 1431.92 ms
[2021-10-05 08:56:52 main:581] : INFO : Epoch 1792 | loss: 0.0311223 | val_loss: 0.0311318 | Time: 1435.74 ms
[2021-10-05 08:56:54 main:581] : INFO : Epoch 1793 | loss: 0.0311252 | val_loss: 0.0311416 | Time: 1447.04 ms
[2021-10-05 08:56:55 main:581] : INFO : Epoch 1794 | loss: 0.0314588 | val_loss: 0.0487587 | Time: 1428.42 ms
[2021-10-05 08:56:57 main:581] : INFO : Epoch 1795 | loss: 0.035773 | val_loss: 0.0320297 | Time: 1426.09 ms
[2021-10-05 08:56:58 main:581] : INFO : Epoch 1796 | loss: 0.03185 | val_loss: 0.031409 | Time: 1430.45 ms
[2021-10-05 08:57:00 main:581] : INFO : Epoch 1797 | loss: 0.0313029 | val_loss: 0.0311922 | Time: 1425.7 ms
[2021-10-05 08:57:01 main:581] : INFO : Epoch 1798 | loss: 0.0311821 | val_loss: 0.0311576 | Time: 1425.77 ms
[2021-10-05 08:57:02 main:581] : INFO : Epoch 1799 | loss: 0.031153 | val_loss: 0.031147 | Time: 1425.3 ms
[2021-10-05 08:57:04 main:581] : INFO : Epoch 1800 | loss: 0.0311447 | val_loss: 0.0311445 | Time: 1446.9 ms
[2021-10-05 08:57:05 main:581] : INFO : Epoch 1801 | loss: 0.0311412 | val_loss: 0.0311434 | Time: 1449.7 ms
[2021-10-05 08:57:07 main:581] : INFO : Epoch 1802 | loss: 0.0311366 | val_loss: 0.0311409 | Time: 1445.27 ms
[2021-10-05 08:57:08 main:581] : INFO : Epoch 1803 | loss: 0.0311323 | val_loss: 0.0311374 | Time: 1448.17 ms
[2021-10-05 08:57:10 main:581] : INFO : Epoch 1804 | loss: 0.031128 | val_loss: 0.031138 | Time: 1451.12 ms
[2021-10-05 08:57:11 main:581] : INFO : Epoch 1805 | loss: 0.0311249 | val_loss: 0.0311349 | Time: 1448.52 ms
[2021-10-05 08:57:12 main:581] : INFO : Epoch 1806 | loss: 0.0311219 | val_loss: 0.0311356 | Time: 1432.07 ms
[2021-10-05 08:57:14 main:581] : INFO : Epoch 1807 | loss: 0.0311212 | val_loss: 0.0311336 | Time: 1429.38 ms
[2021-10-05 08:57:15 main:581] : INFO : Epoch 1808 | loss: 0.0311204 | val_loss: 0.0311329 | Time: 1427.81 ms
[2021-10-05 08:57:17 main:581] : INFO : Epoch 1809 | loss: 0.0311204 | val_loss: 0.031133 | Time: 1432.79 ms
[2021-10-05 08:57:18 main:581] : INFO : Epoch 1810 | loss: 0.0311224 | val_loss: 0.0311313 | Time: 1428.32 ms
[2021-10-05 08:57:20 main:581] : INFO : Epoch 1811 | loss: 0.0311213 | val_loss: 0.0311316 | Time: 1430.12 ms
[2021-10-05 08:57:21 main:581] : INFO : Epoch 1812 | loss: 0.03112 | val_loss: 0.0311325 | Time: 1430.79 ms
[2021-10-05 08:57:23 main:581] : INFO : Epoch 1813 | loss: 0.0311208 | val_loss: 0.0311317 | Time: 1439.75 ms
[2021-10-05 08:57:24 main:581] : INFO : Epoch 1814 | loss: 0.0311324 | val_loss: 0.0311399 | Time: 1436.42 ms
[2021-10-05 08:57:25 main:581] : INFO : Epoch 1815 | loss: 0.0311342 | val_loss: 0.0311423 | Time: 1441.84 ms
[2021-10-05 08:57:27 main:581] : INFO : Epoch 1816 | loss: 0.0311311 | val_loss: 0.0311395 | Time: 1439.14 ms
[2021-10-05 08:57:28 main:581] : INFO : Epoch 1817 | loss: 0.0311282 | val_loss: 0.0311381 | Time: 1429.01 ms
[2021-10-05 08:57:30 main:581] : INFO : Epoch 1818 | loss: 0.0311274 | val_loss: 0.0311378 | Time: 1435.29 ms
[2021-10-05 08:57:31 main:581] : INFO : Epoch 1819 | loss: 0.0311285 | val_loss: 0.0311417 | Time: 1450.59 ms
[2021-10-05 08:57:33 main:581] : INFO : Epoch 1820 | loss: 0.0311292 | val_loss: 0.0311456 | Time: 1454.5 ms
[2021-10-05 08:57:34 main:581] : INFO : Epoch 1821 | loss: 0.0311372 | val_loss: 0.0311455 | Time: 1451.7 ms
[2021-10-05 08:57:35 main:581] : INFO : Epoch 1822 | loss: 0.0311368 | val_loss: 0.031146 | Time: 1442.71 ms
[2021-10-05 08:57:37 main:581] : INFO : Epoch 1823 | loss: 0.0311375 | val_loss: 0.0311461 | Time: 1450.72 ms
[2021-10-05 08:57:38 main:581] : INFO : Epoch 1824 | loss: 0.0311401 | val_loss: 0.0311406 | Time: 1453.29 ms
[2021-10-05 08:57:40 main:581] : INFO : Epoch 1825 | loss: 0.031136 | val_loss: 0.0311384 | Time: 1456.95 ms
[2021-10-05 08:57:41 main:581] : INFO : Epoch 1826 | loss: 0.0311343 | val_loss: 0.0311389 | Time: 1429.54 ms
[2021-10-05 08:57:43 main:581] : INFO : Epoch 1827 | loss: 0.0311333 | val_loss: 0.0311416 | Time: 1427.56 ms
[2021-10-05 08:57:44 main:581] : INFO : Epoch 1828 | loss: 0.0311398 | val_loss: 0.0311533 | Time: 1443.38 ms
[2021-10-05 08:57:46 main:581] : INFO : Epoch 1829 | loss: 0.0311508 | val_loss: 0.0311575 | Time: 1438.36 ms
[2021-10-05 08:57:47 main:581] : INFO : Epoch 1830 | loss: 0.0311491 | val_loss: 0.0311544 | Time: 1443.34 ms
[2021-10-05 08:57:48 main:581] : INFO : Epoch 1831 | loss: 0.0311443 | val_loss: 0.0311494 | Time: 1435.88 ms
[2021-10-05 08:57:50 main:581] : INFO : Epoch 1832 | loss: 0.0311435 | val_loss: 0.0311497 | Time: 1445.69 ms
[2021-10-05 08:57:51 main:581] : INFO : Epoch 1833 | loss: 0.0311389 | val_loss: 0.0311469 | Time: 1442.04 ms
[2021-10-05 08:57:53 main:581] : INFO : Epoch 1834 | loss: 0.0311359 | val_loss: 0.0311477 | Time: 1462.89 ms
[2021-10-05 08:57:54 main:581] : INFO : Epoch 1835 | loss: 0.0311356 | val_loss: 0.0311454 | Time: 1433.34 ms
[2021-10-05 08:57:56 main:581] : INFO : Epoch 1836 | loss: 0.031133 | val_loss: 0.0311458 | Time: 1433.39 ms
[2021-10-05 08:57:57 main:581] : INFO : Epoch 1837 | loss: 0.0311332 | val_loss: 0.0311584 | Time: 1442.16 ms
[2021-10-05 08:57:59 main:581] : INFO : Epoch 1838 | loss: 0.0311454 | val_loss: 0.0311494 | Time: 1451.6 ms
[2021-10-05 08:58:00 main:581] : INFO : Epoch 1839 | loss: 0.0311412 | val_loss: 0.0311488 | Time: 1446.84 ms
[2021-10-05 08:58:01 main:581] : INFO : Epoch 1840 | loss: 0.0311349 | val_loss: 0.0311475 | Time: 1454.41 ms
[2021-10-05 08:58:03 main:581] : INFO : Epoch 1841 | loss: 0.0311336 | val_loss: 0.031146 | Time: 1446.74 ms
[2021-10-05 08:58:04 main:581] : INFO : Epoch 1842 | loss: 0.0311347 | val_loss: 0.0311495 | Time: 1437.36 ms
[2021-10-05 08:58:06 main:581] : INFO : Epoch 1843 | loss: 0.0311336 | val_loss: 0.0311457 | Time: 1430.08 ms
[2021-10-05 08:58:07 main:581] : INFO : Epoch 1844 | loss: 0.031132 | val_loss: 0.0311462 | Time: 1433.35 ms
[2021-10-05 08:58:09 main:581] : INFO : Epoch 1845 | loss: 0.0311292 | val_loss: 0.0311438 | Time: 1438.84 ms
[2021-10-05 08:58:10 main:581] : INFO : Epoch 1846 | loss: 0.0311305 | val_loss: 0.0311419 | Time: 1427.56 ms
[2021-10-05 08:58:12 main:581] : INFO : Epoch 1847 | loss: 0.0311369 | val_loss: 0.0311499 | Time: 1437.29 ms
[2021-10-05 08:58:13 main:581] : INFO : Epoch 1848 | loss: 0.0311413 | val_loss: 0.0311507 | Time: 1433.9 ms
[2021-10-05 08:58:14 main:581] : INFO : Epoch 1849 | loss: 0.0311388 | val_loss: 0.0311515 | Time: 1445.74 ms
[2021-10-05 08:58:16 main:581] : INFO : Epoch 1850 | loss: 0.031138 | val_loss: 0.0311471 | Time: 1447.72 ms
[2021-10-05 08:58:17 main:581] : INFO : Epoch 1851 | loss: 0.0311354 | val_loss: 0.0311445 | Time: 1445.15 ms
[2021-10-05 08:58:19 main:581] : INFO : Epoch 1852 | loss: 0.0311329 | val_loss: 0.031145 | Time: 1439.41 ms
[2021-10-05 08:58:20 main:581] : INFO : Epoch 1853 | loss: 0.0311303 | val_loss: 0.031143 | Time: 1434.48 ms
[2021-10-05 08:58:22 main:581] : INFO : Epoch 1854 | loss: 0.0311533 | val_loss: 0.0311763 | Time: 1431.73 ms
[2021-10-05 08:58:23 main:581] : INFO : Epoch 1855 | loss: 0.0311695 | val_loss: 0.0311646 | Time: 1438.77 ms
[2021-10-05 08:58:25 main:581] : INFO : Epoch 1856 | loss: 0.0311586 | val_loss: 0.0311577 | Time: 1449.46 ms
[2021-10-05 08:58:26 main:581] : INFO : Epoch 1857 | loss: 0.0311542 | val_loss: 0.0311529 | Time: 1450.86 ms
[2021-10-05 08:58:27 main:581] : INFO : Epoch 1858 | loss: 0.0311509 | val_loss: 0.0311492 | Time: 1448.2 ms
[2021-10-05 08:58:29 main:581] : INFO : Epoch 1859 | loss: 0.031146 | val_loss: 0.0311462 | Time: 1438.6 ms
[2021-10-05 08:58:30 main:581] : INFO : Epoch 1860 | loss: 0.0311444 | val_loss: 0.0311441 | Time: 1427.97 ms
[2021-10-05 08:58:32 main:581] : INFO : Epoch 1861 | loss: 0.0311434 | val_loss: 0.0311435 | Time: 1427.81 ms
[2021-10-05 08:58:33 main:581] : INFO : Epoch 1862 | loss: 0.0311444 | val_loss: 0.0311437 | Time: 1434.65 ms
[2021-10-05 08:58:35 main:581] : INFO : Epoch 1863 | loss: 0.031143 | val_loss: 0.0311426 | Time: 1448.1 ms
[2021-10-05 08:58:36 main:581] : INFO : Epoch 1864 | loss: 0.0311393 | val_loss: 0.0311427 | Time: 1443.36 ms
[2021-10-05 08:58:37 main:581] : INFO : Epoch 1865 | loss: 0.0311366 | val_loss: 0.0311409 | Time: 1429.76 ms
[2021-10-05 08:58:39 main:581] : INFO : Epoch 1866 | loss: 0.0311351 | val_loss: 0.0311452 | Time: 1455.81 ms
[2021-10-05 08:58:40 main:581] : INFO : Epoch 1867 | loss: 0.0311356 | val_loss: 0.0311415 | Time: 1445.48 ms
[2021-10-05 08:58:42 main:581] : INFO : Epoch 1868 | loss: 0.0311348 | val_loss: 0.0311404 | Time: 1443.62 ms
[2021-10-05 08:58:43 main:581] : INFO : Epoch 1869 | loss: 0.0311342 | val_loss: 0.0311417 | Time: 1440.11 ms
[2021-10-05 08:58:45 main:581] : INFO : Epoch 1870 | loss: 0.0311338 | val_loss: 0.0311405 | Time: 1431.64 ms
[2021-10-05 08:58:46 main:581] : INFO : Epoch 1871 | loss: 0.0311316 | val_loss: 0.031138 | Time: 1434.78 ms
[2021-10-05 08:58:48 main:581] : INFO : Epoch 1872 | loss: 0.0311306 | val_loss: 0.0311441 | Time: 1444.13 ms
[2021-10-05 08:58:49 main:581] : INFO : Epoch 1873 | loss: 0.0311308 | val_loss: 0.0311384 | Time: 1444.09 ms
[2021-10-05 08:58:50 main:581] : INFO : Epoch 1874 | loss: 0.0311312 | val_loss: 0.0311406 | Time: 1442.77 ms
[2021-10-05 08:58:52 main:581] : INFO : Epoch 1875 | loss: 0.0311295 | val_loss: 0.0311388 | Time: 1452.86 ms
[2021-10-05 08:58:53 main:581] : INFO : Epoch 1876 | loss: 0.0311278 | val_loss: 0.0311416 | Time: 1430.69 ms
[2021-10-05 08:58:55 main:581] : INFO : Epoch 1877 | loss: 0.0311306 | val_loss: 0.03114 | Time: 1425.46 ms
[2021-10-05 08:58:56 main:581] : INFO : Epoch 1878 | loss: 0.0311316 | val_loss: 0.0311434 | Time: 1434.82 ms
[2021-10-05 08:58:58 main:581] : INFO : Epoch 1879 | loss: 0.0311341 | val_loss: 0.0311438 | Time: 1462.67 ms
[2021-10-05 08:58:59 main:581] : INFO : Epoch 1880 | loss: 0.0311336 | val_loss: 0.0311482 | Time: 1429.76 ms
[2021-10-05 08:59:01 main:581] : INFO : Epoch 1881 | loss: 0.0311326 | val_loss: 0.0311411 | Time: 1427.9 ms
[2021-10-05 08:59:02 main:581] : INFO : Epoch 1882 | loss: 0.0311291 | val_loss: 0.0311408 | Time: 1421.77 ms
[2021-10-05 08:59:03 main:581] : INFO : Epoch 1883 | loss: 0.031129 | val_loss: 0.0311414 | Time: 1433.74 ms
[2021-10-05 08:59:05 main:581] : INFO : Epoch 1884 | loss: 0.0311293 | val_loss: 0.0311406 | Time: 1447.05 ms
[2021-10-05 08:59:06 main:581] : INFO : Epoch 1885 | loss: 0.0311281 | val_loss: 0.0311412 | Time: 1456.82 ms
[2021-10-05 08:59:08 main:581] : INFO : Epoch 1886 | loss: 0.0311271 | val_loss: 0.0311408 | Time: 1451.08 ms
[2021-10-05 08:59:09 main:581] : INFO : Epoch 1887 | loss: 0.0311261 | val_loss: 0.0311417 | Time: 1448.97 ms
[2021-10-05 08:59:11 main:581] : INFO : Epoch 1888 | loss: 0.0311271 | val_loss: 0.031141 | Time: 1448.82 ms
[2021-10-05 08:59:12 main:581] : INFO : Epoch 1889 | loss: 0.0311274 | val_loss: 0.0311411 | Time: 1439.28 ms
[2021-10-05 08:59:14 main:581] : INFO : Epoch 1890 | loss: 0.0311269 | val_loss: 0.0311387 | Time: 1431.67 ms
[2021-10-05 08:59:15 main:581] : INFO : Epoch 1891 | loss: 0.0311279 | val_loss: 0.0311416 | Time: 1437.39 ms
[2021-10-05 08:59:16 main:581] : INFO : Epoch 1892 | loss: 0.0311282 | val_loss: 0.0311361 | Time: 1445.55 ms
[2021-10-05 08:59:18 main:581] : INFO : Epoch 1893 | loss: 0.0311242 | val_loss: 0.0311395 | Time: 1427.49 ms
[2021-10-05 08:59:19 main:581] : INFO : Epoch 1894 | loss: 0.031124 | val_loss: 0.0311404 | Time: 1426.27 ms
[2021-10-05 08:59:21 main:581] : INFO : Epoch 1895 | loss: 0.0311237 | val_loss: 0.031138 | Time: 1437.99 ms
[2021-10-05 08:59:22 main:581] : INFO : Epoch 1896 | loss: 0.0311258 | val_loss: 0.0311357 | Time: 1438.05 ms
[2021-10-05 08:59:24 main:581] : INFO : Epoch 1897 | loss: 0.0311281 | val_loss: 0.0311374 | Time: 1431.39 ms
[2021-10-05 08:59:25 main:581] : INFO : Epoch 1898 | loss: 0.0311265 | val_loss: 0.0311423 | Time: 1433.1 ms
[2021-10-05 08:59:26 main:581] : INFO : Epoch 1899 | loss: 0.0311264 | val_loss: 0.0311365 | Time: 1454.07 ms
[2021-10-05 08:59:28 main:581] : INFO : Epoch 1900 | loss: 0.0311243 | val_loss: 0.0311387 | Time: 1447.79 ms
[2021-10-05 08:59:29 main:581] : INFO : Epoch 1901 | loss: 0.0311255 | val_loss: 0.0311383 | Time: 1440.56 ms
[2021-10-05 08:59:31 main:581] : INFO : Epoch 1902 | loss: 0.0311292 | val_loss: 0.0311488 | Time: 1449.3 ms
[2021-10-05 08:59:32 main:581] : INFO : Epoch 1903 | loss: 0.0311423 | val_loss: 0.0311455 | Time: 1455.17 ms
[2021-10-05 08:59:34 main:581] : INFO : Epoch 1904 | loss: 0.0311389 | val_loss: 0.0311441 | Time: 1449.96 ms
[2021-10-05 08:59:35 main:581] : INFO : Epoch 1905 | loss: 0.0311391 | val_loss: 0.0311483 | Time: 1431.03 ms
[2021-10-05 08:59:37 main:581] : INFO : Epoch 1906 | loss: 0.03114 | val_loss: 0.0311471 | Time: 1422.92 ms
[2021-10-05 08:59:38 main:581] : INFO : Epoch 1907 | loss: 0.0311387 | val_loss: 0.031144 | Time: 1428.95 ms
[2021-10-05 08:59:39 main:581] : INFO : Epoch 1908 | loss: 0.031136 | val_loss: 0.0311468 | Time: 1439.74 ms
[2021-10-05 08:59:41 main:581] : INFO : Epoch 1909 | loss: 0.031138 | val_loss: 0.031146 | Time: 1432.26 ms
[2021-10-05 08:59:42 main:581] : INFO : Epoch 1910 | loss: 0.031134 | val_loss: 0.0311398 | Time: 1417.58 ms
[2021-10-05 08:59:44 main:581] : INFO : Epoch 1911 | loss: 0.0311326 | val_loss: 0.0311392 | Time: 1490.98 ms
[2021-10-05 08:59:45 main:581] : INFO : Epoch 1912 | loss: 0.0311321 | val_loss: 0.0311405 | Time: 1438.4 ms
[2021-10-05 08:59:47 main:581] : INFO : Epoch 1913 | loss: 0.0311335 | val_loss: 0.0311411 | Time: 1418.16 ms
[2021-10-05 08:59:48 main:581] : INFO : Epoch 1914 | loss: 0.0311313 | val_loss: 0.0311418 | Time: 1461.53 ms
[2021-10-05 08:59:50 main:581] : INFO : Epoch 1915 | loss: 0.0311328 | val_loss: 0.0311384 | Time: 1503.09 ms
[2021-10-05 08:59:51 main:581] : INFO : Epoch 1916 | loss: 0.0311313 | val_loss: 0.0311393 | Time: 1501.77 ms
[2021-10-05 08:59:53 main:581] : INFO : Epoch 1917 | loss: 0.0311327 | val_loss: 0.0311405 | Time: 1539.94 ms
[2021-10-05 08:59:54 main:581] : INFO : Epoch 1918 | loss: 0.0311302 | val_loss: 0.0311421 | Time: 1540.83 ms
[2021-10-05 08:59:56 main:581] : INFO : Epoch 1919 | loss: 0.0311317 | val_loss: 0.0311365 | Time: 1466.76 ms
[2021-10-05 08:59:57 main:581] : INFO : Epoch 1920 | loss: 0.0311341 | val_loss: 0.0311411 | Time: 1430.14 ms
[2021-10-05 08:59:58 main:581] : INFO : Epoch 1921 | loss: 0.0311366 | val_loss: 0.0311382 | Time: 1417.2 ms
[2021-10-05 09:00:00 main:581] : INFO : Epoch 1922 | loss: 0.0311306 | val_loss: 0.0311362 | Time: 1460.42 ms
[2021-10-05 09:00:01 main:581] : INFO : Epoch 1923 | loss: 0.0311298 | val_loss: 0.0311384 | Time: 1436.02 ms
[2021-10-05 09:00:03 main:581] : INFO : Epoch 1924 | loss: 0.0311299 | val_loss: 0.0311363 | Time: 1428.38 ms
[2021-10-05 09:00:04 main:581] : INFO : Epoch 1925 | loss: 0.0311294 | val_loss: 0.031134 | Time: 1446.76 ms
[2021-10-05 09:00:06 main:581] : INFO : Epoch 1926 | loss: 0.031128 | val_loss: 0.0311359 | Time: 1429.35 ms
[2021-10-05 09:00:07 main:581] : INFO : Epoch 1927 | loss: 0.0311297 | val_loss: 0.031137 | Time: 1457.26 ms
[2021-10-05 09:00:09 main:581] : INFO : Epoch 1928 | loss: 0.0311279 | val_loss: 0.0311406 | Time: 1432.06 ms
[2021-10-05 09:00:10 main:581] : INFO : Epoch 1929 | loss: 0.0311312 | val_loss: 0.0311422 | Time: 1437.79 ms
[2021-10-05 09:00:11 main:581] : INFO : Epoch 1930 | loss: 0.0311305 | val_loss: 0.0311407 | Time: 1446.38 ms
[2021-10-05 09:00:13 main:581] : INFO : Epoch 1931 | loss: 0.0311318 | val_loss: 0.0311374 | Time: 1450.26 ms
[2021-10-05 09:00:14 main:581] : INFO : Epoch 1932 | loss: 0.0311283 | val_loss: 0.0311369 | Time: 1446.19 ms
[2021-10-05 09:00:16 main:581] : INFO : Epoch 1933 | loss: 0.0311283 | val_loss: 0.0311404 | Time: 1440.19 ms
[2021-10-05 09:00:17 main:581] : INFO : Epoch 1934 | loss: 0.0311273 | val_loss: 0.0311399 | Time: 1439.83 ms
[2021-10-05 09:00:19 main:581] : INFO : Epoch 1935 | loss: 0.0311261 | val_loss: 0.0311368 | Time: 1423.32 ms
[2021-10-05 09:00:20 main:581] : INFO : Epoch 1936 | loss: 0.0311262 | val_loss: 0.0311404 | Time: 1454.14 ms
[2021-10-05 09:00:22 main:581] : INFO : Epoch 1937 | loss: 0.0311259 | val_loss: 0.0311398 | Time: 1432.69 ms
[2021-10-05 09:00:23 main:581] : INFO : Epoch 1938 | loss: 0.0311266 | val_loss: 0.0311409 | Time: 1426.42 ms
[2021-10-05 09:00:24 main:581] : INFO : Epoch 1939 | loss: 0.0311274 | val_loss: 0.031142 | Time: 1425.42 ms
[2021-10-05 09:00:26 main:581] : INFO : Epoch 1940 | loss: 0.031125 | val_loss: 0.0311401 | Time: 1444.14 ms
[2021-10-05 09:00:27 main:581] : INFO : Epoch 1941 | loss: 0.0311233 | val_loss: 0.0311408 | Time: 1461.92 ms
[2021-10-05 09:00:29 main:581] : INFO : Epoch 1942 | loss: 0.0311213 | val_loss: 0.0311365 | Time: 1452.27 ms
[2021-10-05 09:00:30 main:581] : INFO : Epoch 1943 | loss: 0.0311236 | val_loss: 0.0311393 | Time: 1415.44 ms
[2021-10-05 09:00:32 main:581] : INFO : Epoch 1944 | loss: 0.0311251 | val_loss: 0.0311352 | Time: 1421.12 ms
[2021-10-05 09:00:33 main:581] : INFO : Epoch 1945 | loss: 0.0311249 | val_loss: 0.0311383 | Time: 1520.08 ms
[2021-10-05 09:00:35 main:581] : INFO : Epoch 1946 | loss: 0.0311271 | val_loss: 0.0311402 | Time: 1527.69 ms
[2021-10-05 09:00:36 main:581] : INFO : Epoch 1947 | loss: 0.0311268 | val_loss: 0.0311405 | Time: 1497.31 ms
[2021-10-05 09:00:38 main:581] : INFO : Epoch 1948 | loss: 0.0311265 | val_loss: 0.0311433 | Time: 1485.89 ms
[2021-10-05 09:00:39 main:581] : INFO : Epoch 1949 | loss: 0.0311264 | val_loss: 0.0311408 | Time: 1436.92 ms
[2021-10-05 09:00:40 main:581] : INFO : Epoch 1950 | loss: 0.0311259 | val_loss: 0.0311411 | Time: 1416.34 ms
[2021-10-05 09:00:42 main:581] : INFO : Epoch 1951 | loss: 0.0311246 | val_loss: 0.0311385 | Time: 1483.54 ms
[2021-10-05 09:00:43 main:581] : INFO : Epoch 1952 | loss: 0.0311262 | val_loss: 0.0311459 | Time: 1433.24 ms
[2021-10-05 09:00:45 main:581] : INFO : Epoch 1953 | loss: 0.0311346 | val_loss: 0.0311481 | Time: 1432.5 ms
[2021-10-05 09:00:46 main:581] : INFO : Epoch 1954 | loss: 0.0311337 | val_loss: 0.031147 | Time: 1425.16 ms
[2021-10-05 09:00:48 main:581] : INFO : Epoch 1955 | loss: 0.0311354 | val_loss: 0.031148 | Time: 1447.62 ms
[2021-10-05 09:00:49 main:581] : INFO : Epoch 1956 | loss: 0.0311381 | val_loss: 0.0311429 | Time: 1449.16 ms
[2021-10-05 09:00:51 main:581] : INFO : Epoch 1957 | loss: 0.0311338 | val_loss: 0.031143 | Time: 1451.25 ms
[2021-10-05 09:00:52 main:581] : INFO : Epoch 1958 | loss: 0.0311337 | val_loss: 0.0311434 | Time: 1440.7 ms
[2021-10-05 09:00:53 main:581] : INFO : Epoch 1959 | loss: 0.0311339 | val_loss: 0.031144 | Time: 1434.54 ms
[2021-10-05 09:00:55 main:581] : INFO : Epoch 1960 | loss: 0.0311286 | val_loss: 0.0311402 | Time: 1425.44 ms
[2021-10-05 09:00:56 main:581] : INFO : Epoch 1961 | loss: 0.0311257 | val_loss: 0.0311402 | Time: 1429.71 ms
[2021-10-05 09:00:58 main:581] : INFO : Epoch 1962 | loss: 0.0311272 | val_loss: 0.0311383 | Time: 1435.22 ms
[2021-10-05 09:00:59 main:581] : INFO : Epoch 1963 | loss: 0.0311257 | val_loss: 0.0311414 | Time: 1444.86 ms
[2021-10-05 09:01:01 main:581] : INFO : Epoch 1964 | loss: 0.0311259 | val_loss: 0.0311387 | Time: 1440.63 ms
[2021-10-05 09:01:02 main:581] : INFO : Epoch 1965 | loss: 0.031129 | val_loss: 0.0311449 | Time: 1426.16 ms
[2021-10-05 09:01:04 main:581] : INFO : Epoch 1966 | loss: 0.0311262 | val_loss: 0.0311395 | Time: 1426.46 ms
[2021-10-05 09:01:05 main:581] : INFO : Epoch 1967 | loss: 0.0311233 | val_loss: 0.0311376 | Time: 1434.99 ms
[2021-10-05 09:01:06 main:581] : INFO : Epoch 1968 | loss: 0.0311231 | val_loss: 0.0311363 | Time: 1438.56 ms
[2021-10-05 09:01:08 main:581] : INFO : Epoch 1969 | loss: 0.0311189 | val_loss: 0.0311368 | Time: 1439.26 ms
[2021-10-05 09:01:09 main:581] : INFO : Epoch 1970 | loss: 0.0311198 | val_loss: 0.0311352 | Time: 1434.93 ms
[2021-10-05 09:01:11 main:581] : INFO : Epoch 1971 | loss: 0.0311216 | val_loss: 0.0311389 | Time: 1446.57 ms
[2021-10-05 09:01:12 main:581] : INFO : Epoch 1972 | loss: 0.0311244 | val_loss: 0.0311395 | Time: 1449.41 ms
[2021-10-05 09:01:14 main:581] : INFO : Epoch 1973 | loss: 0.0311252 | val_loss: 0.031135 | Time: 1449.79 ms
[2021-10-05 09:01:15 main:581] : INFO : Epoch 1974 | loss: 0.0311214 | val_loss: 0.0311343 | Time: 1449.69 ms
[2021-10-05 09:01:17 main:581] : INFO : Epoch 1975 | loss: 0.0311192 | val_loss: 0.0311346 | Time: 1449.98 ms
[2021-10-05 09:01:18 main:581] : INFO : Epoch 1976 | loss: 0.0311202 | val_loss: 0.0311341 | Time: 1445.7 ms
[2021-10-05 09:01:19 main:581] : INFO : Epoch 1977 | loss: 0.0311202 | val_loss: 0.0311371 | Time: 1430.85 ms
[2021-10-05 09:01:21 main:581] : INFO : Epoch 1978 | loss: 0.0311215 | val_loss: 0.031138 | Time: 1426.46 ms
[2021-10-05 09:01:22 main:581] : INFO : Epoch 1979 | loss: 0.0311193 | val_loss: 0.0311322 | Time: 1431.12 ms
[2021-10-05 09:01:24 main:581] : INFO : Epoch 1980 | loss: 0.0311166 | val_loss: 0.031133 | Time: 1441.96 ms
[2021-10-05 09:01:25 main:581] : INFO : Epoch 1981 | loss: 0.0311167 | val_loss: 0.031135 | Time: 1432.49 ms
[2021-10-05 09:01:27 main:581] : INFO : Epoch 1982 | loss: 0.0311195 | val_loss: 0.0311369 | Time: 1438.25 ms
[2021-10-05 09:01:28 main:581] : INFO : Epoch 1983 | loss: 0.0311177 | val_loss: 0.0311338 | Time: 1431.71 ms
[2021-10-05 09:01:29 main:581] : INFO : Epoch 1984 | loss: 0.0311173 | val_loss: 0.0311374 | Time: 1456.31 ms
[2021-10-05 09:01:31 main:581] : INFO : Epoch 1985 | loss: 0.0311199 | val_loss: 0.0311373 | Time: 1424.25 ms
[2021-10-05 09:01:32 main:581] : INFO : Epoch 1986 | loss: 0.0311192 | val_loss: 0.0311354 | Time: 1451.82 ms
[2021-10-05 09:01:34 main:581] : INFO : Epoch 1987 | loss: 0.0311175 | val_loss: 0.0311382 | Time: 1420.64 ms
[2021-10-05 09:01:35 main:581] : INFO : Epoch 1988 | loss: 0.0311197 | val_loss: 0.0311567 | Time: 1443.31 ms
[2021-10-05 09:01:37 main:581] : INFO : Epoch 1989 | loss: 0.0311244 | val_loss: 0.0311401 | Time: 1442.31 ms
[2021-10-05 09:01:38 main:581] : INFO : Epoch 1990 | loss: 0.0311241 | val_loss: 0.031136 | Time: 1446.75 ms
[2021-10-05 09:01:40 main:581] : INFO : Epoch 1991 | loss: 0.0311227 | val_loss: 0.0311366 | Time: 1443.25 ms
[2021-10-05 09:01:41 main:581] : INFO : Epoch 1992 | loss: 0.0311216 | val_loss: 0.0311359 | Time: 1442.28 ms
[2021-10-05 09:01:42 main:581] : INFO : Epoch 1993 | loss: 0.0311191 | val_loss: 0.031136 | Time: 1472.24 ms
[2021-10-05 09:01:44 main:581] : INFO : Epoch 1994 | loss: 0.0311165 | val_loss: 0.0311351 | Time: 1429.18 ms
[2021-10-05 09:01:45 main:581] : INFO : Epoch 1995 | loss: 0.0311146 | val_loss: 0.0311377 | Time: 1451.86 ms
[2021-10-05 09:01:47 main:581] : INFO : Epoch 1996 | loss: 0.0311148 | val_loss: 0.0311358 | Time: 1426.3 ms
[2021-10-05 09:01:48 main:581] : INFO : Epoch 1997 | loss: 0.0311158 | val_loss: 0.0311373 | Time: 1430.57 ms
[2021-10-05 09:01:50 main:581] : INFO : Epoch 1998 | loss: 0.0311187 | val_loss: 0.0311417 | Time: 1435.15 ms
[2021-10-05 09:01:51 main:581] : INFO : Epoch 1999 | loss: 0.0311204 | val_loss: 0.0311346 | Time: 1439.04 ms
[2021-10-05 09:01:52 main:581] : INFO : Epoch 2000 | loss: 0.0311166 | val_loss: 0.0311352 | Time: 1435.01 ms
[2021-10-05 09:01:54 main:581] : INFO : Epoch 2001 | loss: 0.0311167 | val_loss: 0.0311356 | Time: 1425.92 ms
[2021-10-05 09:01:55 main:581] : INFO : Epoch 2002 | loss: 0.0311147 | val_loss: 0.0311332 | Time: 1461.1 ms
[2021-10-05 09:01:57 main:581] : INFO : Epoch 2003 | loss: 0.0311144 | val_loss: 0.0311351 | Time: 1422.82 ms
[2021-10-05 09:01:58 main:581] : INFO : Epoch 2004 | loss: 0.0311131 | val_loss: 0.031135 | Time: 1446.78 ms
[2021-10-05 09:02:00 main:581] : INFO : Epoch 2005 | loss: 0.0311135 | val_loss: 0.031137 | Time: 1451.78 ms
[2021-10-05 09:02:01 main:581] : INFO : Epoch 2006 | loss: 0.0311139 | val_loss: 0.0311361 | Time: 1444.67 ms
[2021-10-05 09:02:03 main:581] : INFO : Epoch 2007 | loss: 0.031114 | val_loss: 0.0311366 | Time: 1443.94 ms
[2021-10-05 09:02:04 main:581] : INFO : Epoch 2008 | loss: 0.0311207 | val_loss: 0.0311365 | Time: 1444.97 ms
[2021-10-05 09:02:05 main:581] : INFO : Epoch 2009 | loss: 0.0311336 | val_loss: 0.031149 | Time: 1445.25 ms
[2021-10-05 09:02:07 main:581] : INFO : Epoch 2010 | loss: 0.0311375 | val_loss: 0.0311528 | Time: 1434.27 ms
[2021-10-05 09:02:08 main:581] : INFO : Epoch 2011 | loss: 0.0311383 | val_loss: 0.0311455 | Time: 1451.23 ms
[2021-10-05 09:02:10 main:581] : INFO : Epoch 2012 | loss: 0.0311342 | val_loss: 0.0311452 | Time: 1424.79 ms
[2021-10-05 09:02:11 main:581] : INFO : Epoch 2013 | loss: 0.0311327 | val_loss: 0.0311492 | Time: 1429.53 ms
[2021-10-05 09:02:13 main:581] : INFO : Epoch 2014 | loss: 0.0311356 | val_loss: 0.0311462 | Time: 1424.9 ms
[2021-10-05 09:02:14 main:581] : INFO : Epoch 2015 | loss: 0.031132 | val_loss: 0.0311434 | Time: 1424.23 ms
[2021-10-05 09:02:16 main:581] : INFO : Epoch 2016 | loss: 0.0311318 | val_loss: 0.0311491 | Time: 1425.36 ms
[2021-10-05 09:02:17 main:581] : INFO : Epoch 2017 | loss: 0.0311291 | val_loss: 0.0311465 | Time: 1444.33 ms
[2021-10-05 09:02:18 main:581] : INFO : Epoch 2018 | loss: 0.0311279 | val_loss: 0.0311464 | Time: 1426.5 ms
[2021-10-05 09:02:20 main:581] : INFO : Epoch 2019 | loss: 0.0311272 | val_loss: 0.0311434 | Time: 1450.36 ms
[2021-10-05 09:02:21 main:581] : INFO : Epoch 2020 | loss: 0.0311267 | val_loss: 0.0311469 | Time: 1425.33 ms
[2021-10-05 09:02:23 main:581] : INFO : Epoch 2021 | loss: 0.0311251 | val_loss: 0.0311465 | Time: 1435.98 ms
[2021-10-05 09:02:24 main:581] : INFO : Epoch 2022 | loss: 0.0311238 | val_loss: 0.0311475 | Time: 1465.99 ms
[2021-10-05 09:02:26 main:581] : INFO : Epoch 2023 | loss: 0.0311233 | val_loss: 0.0311418 | Time: 1533.33 ms
[2021-10-05 09:02:27 main:581] : INFO : Epoch 2024 | loss: 0.0311225 | val_loss: 0.0311444 | Time: 1462.91 ms
[2021-10-05 09:02:29 main:581] : INFO : Epoch 2025 | loss: 0.031123 | val_loss: 0.0311442 | Time: 1609.51 ms
[2021-10-05 09:02:30 main:581] : INFO : Epoch 2026 | loss: 0.0311213 | val_loss: 0.0311416 | Time: 1454.57 ms
[2021-10-05 09:02:32 main:581] : INFO : Epoch 2027 | loss: 0.0311226 | val_loss: 0.0311434 | Time: 1422.29 ms
[2021-10-05 09:02:33 main:581] : INFO : Epoch 2028 | loss: 0.0311279 | val_loss: 0.0311447 | Time: 1424.74 ms
[2021-10-05 09:02:35 main:581] : INFO : Epoch 2029 | loss: 0.0311238 | val_loss: 0.0311445 | Time: 1464.21 ms
[2021-10-05 09:02:36 main:581] : INFO : Epoch 2030 | loss: 0.0311193 | val_loss: 0.0311465 | Time: 1425.21 ms
[2021-10-05 09:02:37 main:581] : INFO : Epoch 2031 | loss: 0.0311195 | val_loss: 0.0311452 | Time: 1414.21 ms
[2021-10-05 09:02:39 main:581] : INFO : Epoch 2032 | loss: 0.0311193 | val_loss: 0.0311449 | Time: 1449.1 ms
[2021-10-05 09:02:40 main:581] : INFO : Epoch 2033 | loss: 0.03112 | val_loss: 0.031145 | Time: 1448.75 ms
[2021-10-05 09:02:42 main:581] : INFO : Epoch 2034 | loss: 0.0311189 | val_loss: 0.0311418 | Time: 1443.78 ms
[2021-10-05 09:02:43 main:581] : INFO : Epoch 2035 | loss: 0.0311192 | val_loss: 0.0311427 | Time: 1429.24 ms
[2021-10-05 09:02:45 main:581] : INFO : Epoch 2036 | loss: 0.0311172 | val_loss: 0.0311428 | Time: 1425.53 ms
[2021-10-05 09:02:46 main:581] : INFO : Epoch 2037 | loss: 0.0311185 | val_loss: 0.0311416 | Time: 1439.03 ms
[2021-10-05 09:02:47 main:581] : INFO : Epoch 2038 | loss: 0.0311185 | val_loss: 0.0311461 | Time: 1446.61 ms
[2021-10-05 09:02:49 main:581] : INFO : Epoch 2039 | loss: 0.0311205 | val_loss: 0.0311414 | Time: 1443.76 ms
[2021-10-05 09:02:50 main:581] : INFO : Epoch 2040 | loss: 0.031118 | val_loss: 0.0311431 | Time: 1445.35 ms
[2021-10-05 09:02:52 main:581] : INFO : Epoch 2041 | loss: 0.0311171 | val_loss: 0.0311427 | Time: 1432.13 ms
[2021-10-05 09:02:53 main:581] : INFO : Epoch 2042 | loss: 0.031118 | val_loss: 0.031142 | Time: 1427.45 ms
[2021-10-05 09:02:55 main:581] : INFO : Epoch 2043 | loss: 0.0311204 | val_loss: 0.0311459 | Time: 1425.07 ms
[2021-10-05 09:02:56 main:581] : INFO : Epoch 2044 | loss: 0.0311233 | val_loss: 0.031159 | Time: 1423.53 ms
[2021-10-05 09:02:57 main:581] : INFO : Epoch 2045 | loss: 0.0311273 | val_loss: 0.0311472 | Time: 1432.81 ms
[2021-10-05 09:02:59 main:581] : INFO : Epoch 2046 | loss: 0.0311216 | val_loss: 0.0311483 | Time: 1426.63 ms
[2021-10-05 09:03:00 main:581] : INFO : Epoch 2047 | loss: 0.0311203 | val_loss: 0.0311407 | Time: 1435.94 ms
[2021-10-05 09:03:02 main:581] : INFO : Epoch 2048 | loss: 0.0311185 | val_loss: 0.031146 | Time: 1423.73 ms
[2021-10-05 09:03:02 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031146
[2021-10-05 09:03:02 main:610] : INFO : Saving end state to config to file
[2021-10-05 09:03:02 main:615] : INFO : Success, exiting..
09:03:02 (33091): 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)