Task 14627224
| Name | ParityModified-1647046104-14078-3-0_1 |
| Workunit | 11639796 |
| Created | 20 Apr 2022, 17:57:15 UTC |
| Sent | 20 Apr 2022, 17:58:10 UTC |
| Report deadline | 28 Apr 2022, 17:58:10 UTC |
| Received | 20 Apr 2022, 19:57:48 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5608 |
| Run time | 1 hours 53 min 54 sec |
| CPU time | 1 hours 27 min |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 10,691.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.62 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | val_loss: 0.031135 | Time: 1526.01 ms [2022-04-20 15:43:57 main:574] : INFO : Epoch 1531 | loss: 0.0311125 | val_loss: 0.031137 | Time: 1640.89 ms [2022-04-20 15:43:58 main:574] : INFO : Epoch 1532 | loss: 0.0311117 | val_loss: 0.0311387 | Time: 1573.24 ms [2022-04-20 15:44:00 main:574] : INFO : Epoch 1533 | loss: 0.0311106 | val_loss: 0.0311446 | Time: 1572.03 ms [2022-04-20 15:44:02 main:574] : INFO : Epoch 1534 | loss: 0.0311098 | val_loss: 0.0311411 | Time: 1573.21 ms [2022-04-20 15:44:03 main:574] : INFO : Epoch 1535 | loss: 0.0311108 | val_loss: 0.0311435 | Time: 1521.82 ms [2022-04-20 15:44:05 main:574] : INFO : Epoch 1536 | loss: 0.0311099 | val_loss: 0.0311414 | Time: 1568.27 ms [2022-04-20 15:44:06 main:574] : INFO : Epoch 1537 | loss: 0.0311118 | val_loss: 0.0311395 | Time: 1561.37 ms [2022-04-20 15:44:08 main:574] : INFO : Epoch 1538 | loss: 0.0311171 | val_loss: 0.0311419 | Time: 1581.44 ms [2022-04-20 15:44:09 main:574] : INFO : Epoch 1539 | loss: 0.0311174 | val_loss: 0.0311403 | Time: 1522.33 ms [2022-04-20 15:44:11 main:574] : INFO : Epoch 1540 | loss: 0.0311175 | val_loss: 0.0311383 | Time: 1602.04 ms [2022-04-20 15:44:13 main:574] : INFO : Epoch 1541 | loss: 0.0311214 | val_loss: 0.0311463 | Time: 1630 ms [2022-04-20 15:44:14 main:574] : INFO : Epoch 1542 | loss: 0.0311378 | val_loss: 0.0311513 | Time: 1576.4 ms [2022-04-20 15:44:16 main:574] : INFO : Epoch 1543 | loss: 0.0311436 | val_loss: 0.0311548 | Time: 1579.79 ms [2022-04-20 15:44:17 main:574] : INFO : Epoch 1544 | loss: 0.0311354 | val_loss: 0.031146 | Time: 1577.86 ms [2022-04-20 15:44:19 main:574] : INFO : Epoch 1545 | loss: 0.0311268 | val_loss: 0.0311368 | Time: 1592.45 ms [2022-04-20 15:44:21 main:574] : INFO : Epoch 1546 | loss: 0.0311208 | val_loss: 0.0311347 | Time: 1559.65 ms [2022-04-20 15:44:22 main:574] : INFO : Epoch 1547 | loss: 0.0311173 | val_loss: 0.0311391 | Time: 1578.36 ms [2022-04-20 15:44:24 main:574] : INFO : Epoch 1548 | loss: 0.0311148 | val_loss: 0.0311374 | Time: 1590.82 ms [2022-04-20 15:44:25 main:574] : INFO : Epoch 1549 | loss: 0.0311156 | val_loss: 0.0311393 | Time: 1575.05 ms [2022-04-20 15:44:27 main:574] : INFO : Epoch 1550 | loss: 0.0311133 | val_loss: 0.03114 | Time: 1580.59 ms [2022-04-20 15:44:29 main:574] : INFO : Epoch 1551 | loss: 0.0311135 | val_loss: 0.0311381 | Time: 1570.04 ms [2022-04-20 15:44:30 main:574] : INFO : Epoch 1552 | loss: 0.0311135 | val_loss: 0.0311394 | Time: 1576.88 ms [2022-04-20 15:44:32 main:574] : INFO : Epoch 1553 | loss: 0.0311146 | val_loss: 0.031143 | Time: 1821.57 ms [2022-04-20 15:44:34 main:574] : INFO : Epoch 1554 | loss: 0.0311154 | val_loss: 0.0311394 | Time: 1582.23 ms [2022-04-20 15:44:35 main:574] : INFO : Epoch 1555 | loss: 0.0311179 | val_loss: 0.0311383 | Time: 1616.59 ms [2022-04-20 15:44:37 main:574] : INFO : Epoch 1556 | loss: 0.0311183 | val_loss: 0.031143 | Time: 1574.31 ms [2022-04-20 15:44:38 main:574] : INFO : Epoch 1557 | loss: 0.0311172 | val_loss: 0.0311396 | Time: 1605.55 ms [2022-04-20 15:44:40 main:574] : INFO : Epoch 1558 | loss: 0.0311155 | val_loss: 0.0311408 | Time: 1576.09 ms [2022-04-20 15:44:42 main:574] : INFO : Epoch 1559 | loss: 0.0311151 | val_loss: 0.0311375 | Time: 1553.12 ms [2022-04-20 15:44:43 main:574] : INFO : Epoch 1560 | loss: 0.0311154 | val_loss: 0.0311425 | Time: 1570.42 ms [2022-04-20 15:44:45 main:574] : INFO : Epoch 1561 | loss: 0.0311156 | val_loss: 0.0311412 | Time: 1583.2 ms [2022-04-20 15:44:46 main:574] : INFO : Epoch 1562 | loss: 0.0311154 | val_loss: 0.031139 | Time: 1594.28 ms [2022-04-20 15:44:48 main:574] : INFO : Epoch 1563 | loss: 0.0311158 | val_loss: 0.0311453 | Time: 1561.63 ms [2022-04-20 15:44:49 main:574] : INFO : Epoch 1564 | loss: 0.0311147 | val_loss: 0.0311444 | Time: 1535.64 ms [2022-04-20 15:44:51 main:574] : INFO : Epoch 1565 | loss: 0.0311143 | val_loss: 0.0311454 | Time: 1590.94 ms [2022-04-20 15:44:53 main:574] : INFO : Epoch 1566 | loss: 0.0311189 | val_loss: 0.0311439 | Time: 1570.22 ms [2022-04-20 15:44:54 main:574] : INFO : Epoch 1567 | loss: 0.031114 | val_loss: 0.0311429 | Time: 1552.01 ms [2022-04-20 15:44:56 main:574] : INFO : Epoch 1568 | loss: 0.0311152 | val_loss: 0.0311394 | Time: 1533.42 ms [2022-04-20 15:44:57 main:574] : INFO : Epoch 1569 | loss: 0.0311165 | val_loss: 0.0311369 | Time: 1642.1 ms [2022-04-20 15:44:59 main:574] : INFO : Epoch 1570 | loss: 0.0311191 | val_loss: 0.0311387 | Time: 1544 ms [2022-04-20 15:45:01 main:574] : INFO : Epoch 1571 | loss: 0.0311181 | val_loss: 0.031141 | Time: 1569.9 ms [2022-04-20 15:45:02 main:574] : INFO : Epoch 1572 | loss: 0.0311178 | val_loss: 0.0311445 | Time: 1569.68 ms [2022-04-20 15:45:04 main:574] : INFO : Epoch 1573 | loss: 0.0311253 | val_loss: 0.031146 | Time: 1597.21 ms [2022-04-20 15:45:05 main:574] : INFO : Epoch 1574 | loss: 0.0311223 | val_loss: 0.0311387 | Time: 1586.5 ms [2022-04-20 15:45:07 main:574] : INFO : Epoch 1575 | loss: 0.0311218 | val_loss: 0.0311418 | Time: 1629.33 ms [2022-04-20 15:45:09 main:574] : INFO : Epoch 1576 | loss: 0.0311243 | val_loss: 0.0311424 | Time: 1779.73 ms [2022-04-20 15:45:10 main:574] : INFO : Epoch 1577 | loss: 0.0311256 | val_loss: 0.0311463 | Time: 1623.78 ms [2022-04-20 15:45:12 main:574] : INFO : Epoch 1578 | loss: 0.0311273 | val_loss: 0.0311446 | Time: 1611.86 ms [2022-04-20 15:45:14 main:574] : INFO : Epoch 1579 | loss: 0.0311242 | val_loss: 0.0311449 | Time: 1588.28 ms [2022-04-20 15:45:15 main:574] : INFO : Epoch 1580 | loss: 0.0311222 | val_loss: 0.0311471 | Time: 1616.51 ms [2022-04-20 15:45:17 main:574] : INFO : Epoch 1581 | loss: 0.0311195 | val_loss: 0.0311374 | Time: 1586.89 ms [2022-04-20 15:45:18 main:574] : INFO : Epoch 1582 | loss: 0.0311191 | val_loss: 0.0311348 | Time: 1566.63 ms [2022-04-20 15:45:20 main:574] : INFO : Epoch 1583 | loss: 0.0311172 | val_loss: 0.0311382 | Time: 1721.92 ms [2022-04-20 15:45:22 main:574] : INFO : Epoch 1584 | loss: 0.0311157 | val_loss: 0.0311429 | Time: 1613.19 ms [2022-04-20 15:45:23 main:574] : INFO : Epoch 1585 | loss: 0.0311158 | val_loss: 0.0311355 | Time: 1581.5 ms [2022-04-20 15:45:25 main:574] : INFO : Epoch 1586 | loss: 0.0311148 | val_loss: 0.0311356 | Time: 1532.28 ms [2022-04-20 15:45:26 main:574] : INFO : Epoch 1587 | loss: 0.0311175 | val_loss: 0.0311348 | Time: 1594.98 ms [2022-04-20 15:45:28 main:574] : INFO : Epoch 1588 | loss: 0.0311171 | val_loss: 0.0311356 | Time: 1631.73 ms [2022-04-20 15:45:30 main:574] : INFO : Epoch 1589 | loss: 0.0311166 | val_loss: 0.031138 | Time: 1557.08 ms [2022-04-20 15:45:31 main:574] : INFO : Epoch 1590 | loss: 0.0311143 | val_loss: 0.0311347 | Time: 1636.13 ms [2022-04-20 15:45:33 main:574] : INFO : Epoch 1591 | loss: 0.0311131 | val_loss: 0.0311363 | Time: 1557.04 ms [2022-04-20 15:45:35 main:574] : INFO : Epoch 1592 | loss: 0.0311128 | val_loss: 0.0311353 | Time: 1595.06 ms [2022-04-20 15:45:36 main:574] : INFO : Epoch 1593 | loss: 0.0311132 | val_loss: 0.0311362 | Time: 1603.96 ms [2022-04-20 15:45:38 main:574] : INFO : Epoch 1594 | loss: 0.031113 | val_loss: 0.0311356 | Time: 1637.49 ms [2022-04-20 15:45:39 main:574] : INFO : Epoch 1595 | loss: 0.0311116 | val_loss: 0.0311395 | Time: 1546.28 ms [2022-04-20 15:45:41 main:574] : INFO : Epoch 1596 | loss: 0.0311145 | val_loss: 0.0311387 | Time: 1561.45 ms [2022-04-20 15:45:42 main:574] : INFO : Epoch 1597 | loss: 0.0311228 | val_loss: 0.0311372 | Time: 1569.7 ms [2022-04-20 15:45:44 main:574] : INFO : Epoch 1598 | loss: 0.0311213 | val_loss: 0.0311371 | Time: 1567.69 ms [2022-04-20 15:45:46 main:574] : INFO : Epoch 1599 | loss: 0.0311195 | val_loss: 0.0311375 | Time: 1529.13 ms [2022-04-20 15:45:47 main:574] : INFO : Epoch 1600 | loss: 0.0311178 | val_loss: 0.0311405 | Time: 1613.08 ms [2022-04-20 15:45:49 main:574] : INFO : Epoch 1601 | loss: 0.0311208 | val_loss: 0.0311374 | Time: 1602.59 ms [2022-04-20 15:45:50 main:574] : INFO : Epoch 1602 | loss: 0.0311216 | val_loss: 0.0311436 | Time: 1596.14 ms [2022-04-20 15:45:52 main:574] : INFO : Epoch 1603 | loss: 0.0311208 | val_loss: 0.0311363 | Time: 1560.36 ms [2022-04-20 15:45:54 main:574] : INFO : Epoch 1604 | loss: 0.0311187 | val_loss: 0.0311434 | Time: 1587.74 ms [2022-04-20 15:45:55 main:574] : INFO : Epoch 1605 | loss: 0.031126 | val_loss: 0.0311426 | Time: 1635.15 ms [2022-04-20 15:45:57 main:574] : INFO : Epoch 1606 | loss: 0.0311242 | val_loss: 0.0311399 | Time: 1574.34 ms [2022-04-20 15:45:58 main:574] : INFO : Epoch 1607 | loss: 0.0311233 | val_loss: 0.0311458 | Time: 1534.4 ms [2022-04-20 15:46:00 main:574] : INFO : Epoch 1608 | loss: 0.0311321 | val_loss: 0.0311455 | Time: 1515.53 ms [2022-04-20 15:46:01 main:574] : INFO : Epoch 1609 | loss: 0.0311293 | val_loss: 0.0311442 | Time: 1591.37 ms [2022-04-20 15:46:03 main:574] : INFO : Epoch 1610 | loss: 0.0311256 | val_loss: 0.0311411 | Time: 1549.16 ms [2022-04-20 15:46:05 main:574] : INFO : Epoch 1611 | loss: 0.0311224 | val_loss: 0.0311417 | Time: 1602.87 ms [2022-04-20 15:46:06 main:574] : INFO : Epoch 1612 | loss: 0.0311207 | val_loss: 0.0311433 | Time: 1598.28 ms [2022-04-20 15:46:08 main:574] : INFO : Epoch 1613 | loss: 0.0311204 | val_loss: 0.0311436 | Time: 1616.37 ms [2022-04-20 15:46:09 main:574] : INFO : Epoch 1614 | loss: 0.0311194 | val_loss: 0.0311421 | Time: 1550.2 ms [2022-04-20 15:46:11 main:574] : INFO : Epoch 1615 | loss: 0.0311207 | val_loss: 0.0311379 | Time: 1572.56 ms [2022-04-20 15:46:13 main:574] : INFO : Epoch 1616 | loss: 0.0311204 | val_loss: 0.0311403 | Time: 1606.2 ms [2022-04-20 15:46:14 main:574] : INFO : Epoch 1617 | loss: 0.0311192 | val_loss: 0.0311345 | Time: 1557 ms [2022-04-20 15:46:16 main:574] : INFO : Epoch 1618 | loss: 0.0311174 | val_loss: 0.0311348 | Time: 1563.6 ms [2022-04-20 15:46:17 main:574] : INFO : Epoch 1619 | loss: 0.0311165 | val_loss: 0.0311366 | Time: 1596.75 ms [2022-04-20 15:46:19 main:574] : INFO : Epoch 1620 | loss: 0.0311158 | val_loss: 0.0311359 | Time: 1532.24 ms [2022-04-20 15:46:20 main:574] : INFO : Epoch 1621 | loss: 0.0311151 | val_loss: 0.0311365 | Time: 1523.23 ms [2022-04-20 15:46:22 main:574] : INFO : Epoch 1622 | loss: 0.0311154 | val_loss: 0.0311362 | Time: 1551.22 ms [2022-04-20 15:46:24 main:574] : INFO : Epoch 1623 | loss: 0.0311176 | val_loss: 0.031139 | Time: 1570.68 ms [2022-04-20 15:46:25 main:574] : INFO : Epoch 1624 | loss: 0.0311154 | val_loss: 0.0311351 | Time: 1584.54 ms [2022-04-20 15:46:27 main:574] : INFO : Epoch 1625 | loss: 0.0311133 | val_loss: 0.0311357 | Time: 1572.18 ms [2022-04-20 15:46:28 main:574] : INFO : Epoch 1626 | loss: 0.0311124 | val_loss: 0.0311321 | Time: 1600.56 ms [2022-04-20 15:46:30 main:574] : INFO : Epoch 1627 | loss: 0.0311115 | val_loss: 0.0311343 | Time: 1582.74 ms [2022-04-20 15:46:32 main:574] : INFO : Epoch 1628 | loss: 0.031114 | val_loss: 0.0311354 | Time: 1601.51 ms [2022-04-20 15:46:33 main:574] : INFO : Epoch 1629 | loss: 0.0311114 | val_loss: 0.0311321 | Time: 1568.24 ms [2022-04-20 15:46:35 main:574] : INFO : Epoch 1630 | loss: 0.0311129 | val_loss: 0.0311346 | Time: 1562.95 ms [2022-04-20 15:46:36 main:574] : INFO : Epoch 1631 | loss: 0.0311149 | val_loss: 0.0311302 | Time: 1605.97 ms [2022-04-20 15:46:38 main:574] : INFO : Epoch 1632 | loss: 0.0311132 | val_loss: 0.0311336 | Time: 1567.2 ms [2022-04-20 15:46:40 main:574] : INFO : Epoch 1633 | loss: 0.0311136 | val_loss: 0.0311365 | Time: 1581.9 ms [2022-04-20 15:46:41 main:574] : INFO : Epoch 1634 | loss: 0.0311161 | val_loss: 0.0311428 | Time: 1632.79 ms [2022-04-20 15:46:43 main:574] : INFO : Epoch 1635 | loss: 0.0311227 | val_loss: 0.0311428 | Time: 1560.66 ms [2022-04-20 15:46:44 main:574] : INFO : Epoch 1636 | loss: 0.0311184 | val_loss: 0.031141 | Time: 1563.4 ms [2022-04-20 15:46:46 main:574] : INFO : Epoch 1637 | loss: 0.0311176 | val_loss: 0.0311393 | Time: 1526.17 ms [2022-04-20 15:46:47 main:574] : INFO : Epoch 1638 | loss: 0.0311221 | val_loss: 0.0311371 | Time: 1567.33 ms [2022-04-20 15:46:49 main:574] : INFO : Epoch 1639 | loss: 0.0311203 | val_loss: 0.0311365 | Time: 1582.4 ms [2022-04-20 15:46:51 main:574] : INFO : Epoch 1640 | loss: 0.0311166 | val_loss: 0.0311339 | Time: 1568.13 ms [2022-04-20 15:46:52 main:574] : INFO : Epoch 1641 | loss: 0.0311153 | val_loss: 0.0311364 | Time: 1601.24 ms [2022-04-20 15:46:54 main:574] : INFO : Epoch 1642 | loss: 0.0311129 | val_loss: 0.0311346 | Time: 1570.04 ms [2022-04-20 15:46:55 main:574] : INFO : Epoch 1643 | loss: 0.0311124 | val_loss: 0.031137 | Time: 1530.36 ms [2022-04-20 15:46:57 main:574] : INFO : Epoch 1644 | loss: 0.0311134 | val_loss: 0.0311383 | Time: 1559.6 ms [2022-04-20 15:46:59 main:574] : INFO : Epoch 1645 | loss: 0.0311129 | val_loss: 0.031135 | Time: 1582.57 ms [2022-04-20 15:47:00 main:574] : INFO : Epoch 1646 | loss: 0.0311116 | val_loss: 0.0311365 | Time: 1592.45 ms [2022-04-20 15:47:02 main:574] : INFO : Epoch 1647 | loss: 0.0311107 | val_loss: 0.0311363 | Time: 1619.78 ms [2022-04-20 15:47:03 main:574] : INFO : Epoch 1648 | loss: 0.0311101 | val_loss: 0.0311333 | Time: 1571.41 ms [2022-04-20 15:47:05 main:574] : INFO : Epoch 1649 | loss: 0.0311105 | val_loss: 0.0311363 | Time: 1590.22 ms [2022-04-20 15:47:07 main:574] : INFO : Epoch 1650 | loss: 0.0311136 | val_loss: 0.0311376 | Time: 1595.19 ms [2022-04-20 15:47:08 main:574] : INFO : Epoch 1651 | loss: 0.0311132 | val_loss: 0.0311366 | Time: 1570.52 ms [2022-04-20 15:47:10 main:574] : INFO : Epoch 1652 | loss: 0.0311131 | val_loss: 0.0311384 | Time: 1570.32 ms [2022-04-20 15:47:11 main:574] : INFO : Epoch 1653 | loss: 0.0311133 | val_loss: 0.0311417 | Time: 1629.43 ms [2022-04-20 15:47:13 main:574] : INFO : Epoch 1654 | loss: 0.0311173 | val_loss: 0.0311418 | Time: 1566.24 ms [2022-04-20 15:47:15 main:574] : INFO : Epoch 1655 | loss: 0.0311171 | val_loss: 0.0311385 | Time: 1551.74 ms [2022-04-20 15:47:16 main:574] : INFO : Epoch 1656 | loss: 0.031116 | val_loss: 0.0311403 | Time: 1578.28 ms [2022-04-20 15:47:18 main:574] : INFO : Epoch 1657 | loss: 0.0311151 | val_loss: 0.0311413 | Time: 1576.27 ms [2022-04-20 15:47:19 main:574] : INFO : Epoch 1658 | loss: 0.0311263 | val_loss: 0.0311515 | Time: 1521.43 ms [2022-04-20 15:47:21 main:574] : INFO : Epoch 1659 | loss: 0.0311327 | val_loss: 0.0311491 | Time: 1565.11 ms [2022-04-20 15:47:22 main:574] : INFO : Epoch 1660 | loss: 0.0311294 | val_loss: 0.031151 | Time: 1602.96 ms [2022-04-20 15:47:24 main:574] : INFO : Epoch 1661 | loss: 0.0311261 | val_loss: 0.0311466 | Time: 1601.99 ms [2022-04-20 15:47:26 main:574] : INFO : Epoch 1662 | loss: 0.0311217 | val_loss: 0.0311444 | Time: 1553.6 ms [2022-04-20 15:47:27 main:574] : INFO : Epoch 1663 | loss: 0.0311216 | val_loss: 0.0311449 | Time: 1532.24 ms [2022-04-20 15:47:29 main:574] : INFO : Epoch 1664 | loss: 0.0311198 | val_loss: 0.0311465 | Time: 1545.26 ms [2022-04-20 15:47:30 main:574] : INFO : Epoch 1665 | loss: 0.0311191 | val_loss: 0.0311461 | Time: 1538.69 ms [2022-04-20 15:47:32 main:574] : INFO : Epoch 1666 | loss: 0.0311177 | val_loss: 0.0311445 | Time: 1538.74 ms [2022-04-20 15:47:33 main:574] : INFO : Epoch 1667 | loss: 0.0311175 | val_loss: 0.031144 | Time: 1591.56 ms [2022-04-20 15:47:35 main:574] : INFO : Epoch 1668 | loss: 0.0311185 | val_loss: 0.0311441 | Time: 1572.76 ms [2022-04-20 15:47:37 main:574] : INFO : Epoch 1669 | loss: 0.0311191 | val_loss: 0.0311447 | Time: 1589.07 ms [2022-04-20 15:47:38 main:574] : INFO : Epoch 1670 | loss: 0.0311176 | val_loss: 0.0311435 | Time: 1575.12 ms [2022-04-20 15:47:40 main:574] : INFO : Epoch 1671 | loss: 0.0311151 | val_loss: 0.0311435 | Time: 1538.12 ms [2022-04-20 15:47:41 main:574] : INFO : Epoch 1672 | loss: 0.0311166 | val_loss: 0.0311445 | Time: 1647.98 ms [2022-04-20 15:47:43 main:574] : INFO : Epoch 1673 | loss: 0.0311185 | val_loss: 0.031144 | Time: 1564.04 ms [2022-04-20 15:47:44 main:574] : INFO : Epoch 1674 | loss: 0.0311204 | val_loss: 0.031148 | Time: 1567.08 ms [2022-04-20 15:47:46 main:574] : INFO : Epoch 1675 | loss: 0.0311197 | val_loss: 0.0311409 | Time: 1558.94 ms [2022-04-20 15:47:48 main:574] : INFO : Epoch 1676 | loss: 0.0311179 | val_loss: 0.0311398 | Time: 1604.19 ms [2022-04-20 15:47:49 main:574] : INFO : Epoch 1677 | loss: 0.0311177 | val_loss: 0.0311389 | Time: 1600.12 ms [2022-04-20 15:47:51 main:574] : INFO : Epoch 1678 | loss: 0.0311164 | val_loss: 0.0311402 | Time: 1569.65 ms [2022-04-20 15:47:52 main:574] : INFO : Epoch 1679 | loss: 0.0311217 | val_loss: 0.0311408 | Time: 1566.25 ms [2022-04-20 15:47:54 main:574] : INFO : Epoch 1680 | loss: 0.0311203 | val_loss: 0.031142 | Time: 1557.63 ms [2022-04-20 15:47:56 main:574] : INFO : Epoch 1681 | loss: 0.0311221 | val_loss: 0.0311417 | Time: 1614.68 ms [2022-04-20 15:47:57 main:574] : INFO : Epoch 1682 | loss: 0.0311266 | val_loss: 0.0311424 | Time: 1590.39 ms [2022-04-20 15:47:59 main:574] : INFO : Epoch 1683 | loss: 0.0311242 | val_loss: 0.0311421 | Time: 1556.05 ms [2022-04-20 15:48:00 main:574] : INFO : Epoch 1684 | loss: 0.0311237 | val_loss: 0.0311384 | Time: 1613.27 ms [2022-04-20 15:48:02 main:574] : INFO : Epoch 1685 | loss: 0.0311208 | val_loss: 0.0311359 | Time: 1592.63 ms [2022-04-20 15:48:03 main:574] : INFO : Epoch 1686 | loss: 0.0311194 | val_loss: 0.0311377 | Time: 1539.84 ms [2022-04-20 15:48:05 main:574] : INFO : Epoch 1687 | loss: 0.0311194 | val_loss: 0.0311434 | Time: 1552.27 ms [2022-04-20 15:48:07 main:574] : INFO : Epoch 1688 | loss: 0.0311198 | val_loss: 0.0311403 | Time: 1589.74 ms [2022-04-20 15:48:08 main:574] : INFO : Epoch 1689 | loss: 0.0311188 | val_loss: 0.0311399 | Time: 1530.95 ms [2022-04-20 15:48:10 main:574] : INFO : Epoch 1690 | loss: 0.0311173 | val_loss: 0.031138 | Time: 1552.39 ms [2022-04-20 15:48:11 main:574] : INFO : Epoch 1691 | loss: 0.0311167 | val_loss: 0.031137 | Time: 1562.36 ms [2022-04-20 15:48:13 main:574] : INFO : Epoch 1692 | loss: 0.0311174 | val_loss: 0.0311364 | Time: 1606.63 ms [2022-04-20 15:48:14 main:574] : INFO : Epoch 1693 | loss: 0.0311176 | val_loss: 0.0311394 | Time: 1540.9 ms [2022-04-20 15:48:16 main:574] : INFO : Epoch 1694 | loss: 0.0311173 | val_loss: 0.0311384 | Time: 1571.64 ms [2022-04-20 15:48:18 main:574] : INFO : Epoch 1695 | loss: 0.0311179 | val_loss: 0.0311377 | Time: 1555.48 ms [2022-04-20 15:48:19 main:574] : INFO : Epoch 1696 | loss: 0.0311184 | val_loss: 0.0311402 | Time: 1541.46 ms [2022-04-20 15:48:21 main:574] : INFO : Epoch 1697 | loss: 0.0311177 | val_loss: 0.0311407 | Time: 1557.15 ms [2022-04-20 15:48:22 main:574] : INFO : Epoch 1698 | loss: 0.0311174 | val_loss: 0.031141 | Time: 1574.1 ms [2022-04-20 15:48:24 main:574] : INFO : Epoch 1699 | loss: 0.0311173 | val_loss: 0.03114 | Time: 1520.72 ms [2022-04-20 15:48:25 main:574] : INFO : Epoch 1700 | loss: 0.031117 | val_loss: 0.0311411 | Time: 1590.39 ms [2022-04-20 15:48:27 main:574] : INFO : Epoch 1701 | loss: 0.0311162 | val_loss: 0.0311389 | Time: 1576.35 ms [2022-04-20 15:48:29 main:574] : INFO : Epoch 1702 | loss: 0.0311223 | val_loss: 0.0311419 | Time: 1583.93 ms [2022-04-20 15:48:30 main:574] : INFO : Epoch 1703 | loss: 0.0311263 | val_loss: 0.031142 | Time: 1553.73 ms [2022-04-20 15:48:32 main:574] : INFO : Epoch 1704 | loss: 0.0311228 | val_loss: 0.0311436 | Time: 1581.15 ms [2022-04-20 15:48:33 main:574] : INFO : Epoch 1705 | loss: 0.0311213 | val_loss: 0.0311399 | Time: 1587.77 ms [2022-04-20 15:48:35 main:574] : INFO : Epoch 1706 | loss: 0.0311199 | val_loss: 0.0311409 | Time: 1554.02 ms [2022-04-20 15:48:37 main:574] : INFO : Epoch 1707 | loss: 0.03112 | val_loss: 0.031138 | Time: 1625.15 ms [2022-04-20 15:48:38 main:574] : INFO : Epoch 1708 | loss: 0.0311211 | val_loss: 0.0311414 | Time: 1534.12 ms [2022-04-20 15:48:40 main:574] : INFO : Epoch 1709 | loss: 0.031125 | val_loss: 0.031144 | Time: 1576.78 ms [2022-04-20 15:48:41 main:574] : INFO : Epoch 1710 | loss: 0.0311265 | val_loss: 0.0311437 | Time: 1618.68 ms [2022-04-20 15:48:43 main:574] : INFO : Epoch 1711 | loss: 0.0311265 | val_loss: 0.0311431 | Time: 1549.92 ms [2022-04-20 15:48:44 main:574] : INFO : Epoch 1712 | loss: 0.0311226 | val_loss: 0.0311405 | Time: 1555.73 ms [2022-04-20 15:48:46 main:574] : INFO : Epoch 1713 | loss: 0.0311199 | val_loss: 0.0311407 | Time: 1595.43 ms [2022-04-20 15:48:48 main:574] : INFO : Epoch 1714 | loss: 0.0311172 | val_loss: 0.031141 | Time: 1518.8 ms [2022-04-20 15:48:49 main:574] : INFO : Epoch 1715 | loss: 0.0311154 | val_loss: 0.0311374 | Time: 1523.82 ms [2022-04-20 15:48:51 main:574] : INFO : Epoch 1716 | loss: 0.031117 | val_loss: 0.0311385 | Time: 1619.77 ms [2022-04-20 15:48:52 main:574] : INFO : Epoch 1717 | loss: 0.0311177 | val_loss: 0.0311389 | Time: 1555.74 ms [2022-04-20 15:48:54 main:574] : INFO : Epoch 1718 | loss: 0.0311224 | val_loss: 0.0311372 | Time: 1573.64 ms [2022-04-20 15:48:55 main:574] : INFO : Epoch 1719 | loss: 0.0311219 | val_loss: 0.0311369 | Time: 1546.62 ms [2022-04-20 15:48:57 main:574] : INFO : Epoch 1720 | loss: 0.0311251 | val_loss: 0.031143 | Time: 1574.62 ms [2022-04-20 15:48:59 main:574] : INFO : Epoch 1721 | loss: 0.0311291 | val_loss: 0.0311409 | Time: 1592.2 ms [2022-04-20 15:49:00 main:574] : INFO : Epoch 1722 | loss: 0.0311284 | val_loss: 0.0311456 | Time: 1522.86 ms [2022-04-20 15:49:02 main:574] : INFO : Epoch 1723 | loss: 0.0311286 | val_loss: 0.0311428 | Time: 1558.91 ms [2022-04-20 15:49:03 main:574] : INFO : Epoch 1724 | loss: 0.0311251 | val_loss: 0.0311408 | Time: 1599.38 ms [2022-04-20 15:49:05 main:574] : INFO : Epoch 1725 | loss: 0.0311215 | val_loss: 0.0311396 | Time: 1563.13 ms [2022-04-20 15:49:07 main:574] : INFO : Epoch 1726 | loss: 0.0311239 | val_loss: 0.0311548 | Time: 1581.25 ms [2022-04-20 15:49:08 main:574] : INFO : Epoch 1727 | loss: 0.0311254 | val_loss: 0.0311432 | Time: 1633.9 ms [2022-04-20 15:49:10 main:574] : INFO : Epoch 1728 | loss: 0.0311224 | val_loss: 0.031142 | Time: 1567 ms [2022-04-20 15:49:11 main:574] : INFO : Epoch 1729 | loss: 0.0311225 | val_loss: 0.0311405 | Time: 1639.24 ms [2022-04-20 15:49:13 main:574] : INFO : Epoch 1730 | loss: 0.031121 | val_loss: 0.0311418 | Time: 1530.6 ms [2022-04-20 15:49:15 main:574] : INFO : Epoch 1731 | loss: 0.0311237 | val_loss: 0.0311433 | Time: 1586.02 ms [2022-04-20 15:49:16 main:574] : INFO : Epoch 1732 | loss: 0.0311235 | val_loss: 0.0311443 | Time: 1612.33 ms [2022-04-20 15:49:18 main:574] : INFO : Epoch 1733 | loss: 0.031123 | val_loss: 0.0311461 | Time: 1536.79 ms [2022-04-20 15:49:19 main:574] : INFO : Epoch 1734 | loss: 0.031124 | val_loss: 0.0311481 | Time: 1542.18 ms [2022-04-20 15:49:21 main:574] : INFO : Epoch 1735 | loss: 0.0311209 | val_loss: 0.0311444 | Time: 1538.3 ms [2022-04-20 15:49:22 main:574] : INFO : Epoch 1736 | loss: 0.0311198 | val_loss: 0.0311446 | Time: 1650.68 ms [2022-04-20 15:49:24 main:574] : INFO : Epoch 1737 | loss: 0.0311189 | val_loss: 0.0311441 | Time: 1703.14 ms [2022-04-20 15:49:26 main:574] : INFO : Epoch 1738 | loss: 0.0311202 | val_loss: 0.0311415 | Time: 1602.07 ms [2022-04-20 15:49:27 main:574] : INFO : Epoch 1739 | loss: 0.0311195 | val_loss: 0.0311419 | Time: 1594.37 ms [2022-04-20 15:49:29 main:574] : INFO : Epoch 1740 | loss: 0.0311193 | val_loss: 0.0311427 | Time: 1586.96 ms [2022-04-20 15:49:31 main:574] : INFO : Epoch 1741 | loss: 0.0311179 | val_loss: 0.031142 | Time: 1545.8 ms [2022-04-20 15:49:32 main:574] : INFO : Epoch 1742 | loss: 0.0311181 | val_loss: 0.0311435 | Time: 1573.15 ms [2022-04-20 15:49:34 main:574] : INFO : Epoch 1743 | loss: 0.0311167 | val_loss: 0.031144 | Time: 1548.33 ms [2022-04-20 15:49:35 main:574] : INFO : Epoch 1744 | loss: 0.0311204 | val_loss: 0.0311524 | Time: 1589.55 ms [2022-04-20 15:49:37 main:574] : INFO : Epoch 1745 | loss: 0.0311239 | val_loss: 0.0311532 | Time: 1584.41 ms [2022-04-20 15:49:38 main:574] : INFO : Epoch 1746 | loss: 0.0311207 | val_loss: 0.031146 | Time: 1545.13 ms [2022-04-20 15:49:40 main:574] : INFO : Epoch 1747 | loss: 0.0311169 | val_loss: 0.0311441 | Time: 1565.57 ms [2022-04-20 15:49:42 main:574] : INFO : Epoch 1748 | loss: 0.0311161 | val_loss: 0.0311435 | Time: 1633.3 ms [2022-04-20 15:49:43 main:574] : INFO : Epoch 1749 | loss: 0.031116 | val_loss: 0.0311405 | Time: 1667.56 ms [2022-04-20 15:49:45 main:574] : INFO : Epoch 1750 | loss: 0.031118 | val_loss: 0.0311395 | Time: 1596.3 ms [2022-04-20 15:49:47 main:574] : INFO : Epoch 1751 | loss: 0.0311171 | val_loss: 0.0311508 | Time: 1626.27 ms [2022-04-20 15:49:48 main:574] : INFO : Epoch 1752 | loss: 0.0311176 | val_loss: 0.0311468 | Time: 1517.28 ms [2022-04-20 15:49:50 main:574] : INFO : Epoch 1753 | loss: 0.0311163 | val_loss: 0.0311446 | Time: 1575.43 ms [2022-04-20 15:49:51 main:574] : INFO : Epoch 1754 | loss: 0.0311182 | val_loss: 0.0311456 | Time: 1590.75 ms [2022-04-20 15:49:53 main:574] : INFO : Epoch 1755 | loss: 0.0311178 | val_loss: 0.0311442 | Time: 1527.67 ms [2022-04-20 15:49:54 main:574] : INFO : Epoch 1756 | loss: 0.0311172 | val_loss: 0.0311399 | Time: 1575.41 ms [2022-04-20 15:49:56 main:574] : INFO : Epoch 1757 | loss: 0.031115 | val_loss: 0.0311414 | Time: 1602.68 ms [2022-04-20 15:49:58 main:574] : INFO : Epoch 1758 | loss: 0.0311135 | val_loss: 0.0311391 | Time: 1579.15 ms [2022-04-20 15:49:59 main:574] : INFO : Epoch 1759 | loss: 0.031115 | val_loss: 0.031139 | Time: 1571.52 ms [2022-04-20 15:50:01 main:574] : INFO : Epoch 1760 | loss: 0.0311139 | val_loss: 0.0311446 | Time: 1597.62 ms [2022-04-20 15:50:02 main:574] : INFO : Epoch 1761 | loss: 0.0311146 | val_loss: 0.0311435 | Time: 1569.39 ms [2022-04-20 15:50:04 main:574] : INFO : Epoch 1762 | loss: 0.0311127 | val_loss: 0.0311442 | Time: 1557.56 ms [2022-04-20 15:50:06 main:574] : INFO : Epoch 1763 | loss: 0.0311112 | val_loss: 0.0311437 | Time: 1588.61 ms [2022-04-20 15:50:07 main:574] : INFO : Epoch 1764 | loss: 0.0311114 | val_loss: 0.0311418 | Time: 1547.88 ms [2022-04-20 15:50:09 main:574] : INFO : Epoch 1765 | loss: 0.0311131 | val_loss: 0.0311416 | Time: 1549.53 ms [2022-04-20 15:50:10 main:574] : INFO : Epoch 1766 | loss: 0.0311121 | val_loss: 0.0311416 | Time: 1564.38 ms [2022-04-20 15:50:12 main:574] : INFO : Epoch 1767 | loss: 0.031112 | val_loss: 0.0311416 | Time: 1605.84 ms [2022-04-20 15:50:13 main:574] : INFO : Epoch 1768 | loss: 0.0311156 | val_loss: 0.0311434 | Time: 1566.08 ms [2022-04-20 15:50:15 main:574] : INFO : Epoch 1769 | loss: 0.031113 | val_loss: 0.0311404 | Time: 1561.83 ms [2022-04-20 15:50:17 main:574] : INFO : Epoch 1770 | loss: 0.0311142 | val_loss: 0.0311406 | Time: 1699.76 ms [2022-04-20 15:50:18 main:574] : INFO : Epoch 1771 | loss: 0.0311128 | val_loss: 0.0311404 | Time: 1597.93 ms [2022-04-20 15:50:20 main:574] : INFO : Epoch 1772 | loss: 0.0311118 | val_loss: 0.0311396 | Time: 1513.68 ms [2022-04-20 15:50:21 main:574] : INFO : Epoch 1773 | loss: 0.0311111 | val_loss: 0.0311393 | Time: 1581.66 ms [2022-04-20 15:50:23 main:574] : INFO : Epoch 1774 | loss: 0.0311117 | val_loss: 0.0311485 | Time: 1589.04 ms [2022-04-20 15:50:25 main:574] : INFO : Epoch 1775 | loss: 0.0311132 | val_loss: 0.0311453 | Time: 1563.54 ms [2022-04-20 15:50:26 main:574] : INFO : Epoch 1776 | loss: 0.0311131 | val_loss: 0.0311394 | Time: 1620.05 ms [2022-04-20 15:50:28 main:574] : INFO : Epoch 1777 | loss: 0.0311156 | val_loss: 0.0311392 | Time: 1523.65 ms [2022-04-20 15:50:29 main:574] : INFO : Epoch 1778 | loss: 0.0311177 | val_loss: 0.0311427 | Time: 1576.33 ms [2022-04-20 15:50:31 main:574] : INFO : Epoch 1779 | loss: 0.0311249 | val_loss: 0.0311413 | Time: 1651.75 ms [2022-04-20 15:50:33 main:574] : INFO : Epoch 1780 | loss: 0.0311213 | val_loss: 0.0311441 | Time: 1569.42 ms [2022-04-20 15:50:34 main:574] : INFO : Epoch 1781 | loss: 0.0311202 | val_loss: 0.0311423 | Time: 1531.18 ms [2022-04-20 15:50:36 main:574] : INFO : Epoch 1782 | loss: 0.0311204 | val_loss: 0.0311423 | Time: 1649.17 ms [2022-04-20 15:50:37 main:574] : INFO : Epoch 1783 | loss: 0.0311209 | val_loss: 0.031143 | Time: 1561.94 ms [2022-04-20 15:50:39 main:574] : INFO : Epoch 1784 | loss: 0.0311207 | val_loss: 0.0311451 | Time: 1598.94 ms [2022-04-20 15:50:41 main:574] : INFO : Epoch 1785 | loss: 0.0311199 | val_loss: 0.0311402 | Time: 1576.95 ms [2022-04-20 15:50:42 main:574] : INFO : Epoch 1786 | loss: 0.0311191 | val_loss: 0.031143 | Time: 1604.52 ms [2022-04-20 15:50:44 main:574] : INFO : Epoch 1787 | loss: 0.0311167 | val_loss: 0.0311351 | Time: 1587.34 ms [2022-04-20 15:50:45 main:574] : INFO : Epoch 1788 | loss: 0.0311156 | val_loss: 0.0311354 | Time: 1585.31 ms [2022-04-20 15:50:47 main:574] : INFO : Epoch 1789 | loss: 0.0311148 | val_loss: 0.0311354 | Time: 1610.44 ms [2022-04-20 15:50:49 main:574] : INFO : Epoch 1790 | loss: 0.0311139 | val_loss: 0.0311377 | Time: 1633 ms [2022-04-20 15:50:50 main:574] : INFO : Epoch 1791 | loss: 0.0311131 | val_loss: 0.0311389 | Time: 1562.41 ms [2022-04-20 15:50:52 main:574] : INFO : Epoch 1792 | loss: 0.0311119 | val_loss: 0.0311383 | Time: 1631.79 ms [2022-04-20 15:50:53 main:574] : INFO : Epoch 1793 | loss: 0.0311116 | val_loss: 0.0311367 | Time: 1599.76 ms [2022-04-20 15:50:55 main:574] : INFO : Epoch 1794 | loss: 0.0311129 | val_loss: 0.0311408 | Time: 1566.8 ms [2022-04-20 15:50:57 main:574] : INFO : Epoch 1795 | loss: 0.031112 | val_loss: 0.0311399 | Time: 1571.69 ms [2022-04-20 15:50:58 main:574] : INFO : Epoch 1796 | loss: 0.0311123 | val_loss: 0.0311418 | Time: 1577.76 ms [2022-04-20 15:51:00 main:574] : INFO : Epoch 1797 | loss: 0.0311115 | val_loss: 0.0311409 | Time: 1593.21 ms [2022-04-20 15:51:01 main:574] : INFO : Epoch 1798 | loss: 0.0311131 | val_loss: 0.0311418 | Time: 1603.61 ms [2022-04-20 15:51:03 main:574] : INFO : Epoch 1799 | loss: 0.0311115 | val_loss: 0.0311397 | Time: 1559.53 ms [2022-04-20 15:51:05 main:574] : INFO : Epoch 1800 | loss: 0.031112 | val_loss: 0.0311385 | Time: 1578.78 ms [2022-04-20 15:51:06 main:574] : INFO : Epoch 1801 | loss: 0.0311112 | val_loss: 0.0311409 | Time: 1539.31 ms [2022-04-20 15:51:08 main:574] : INFO : Epoch 1802 | loss: 0.0311093 | val_loss: 0.0311383 | Time: 1592.94 ms [2022-04-20 15:51:09 main:574] : INFO : Epoch 1803 | loss: 0.0311089 | val_loss: 0.0311401 | Time: 1525.37 ms [2022-04-20 15:51:11 main:574] : INFO : Epoch 1804 | loss: 0.0311108 | val_loss: 0.0311471 | Time: 1564.73 ms [2022-04-20 15:51:12 main:574] : INFO : Epoch 1805 | loss: 0.0311194 | val_loss: 0.0311437 | Time: 1588.84 ms [2022-04-20 15:51:14 main:574] : INFO : Epoch 1806 | loss: 0.0312377 | val_loss: 0.032842 | Time: 1642.25 ms [2022-04-20 15:51:16 main:574] : INFO : Epoch 1807 | loss: 0.0319835 | val_loss: 0.0312777 | Time: 1597.61 ms [2022-04-20 15:51:17 main:574] : INFO : Epoch 1808 | loss: 0.0312857 | val_loss: 0.0312725 | Time: 1598.59 ms [2022-04-20 15:51:19 main:574] : INFO : Epoch 1809 | loss: 0.0311621 | val_loss: 0.0311429 | Time: 1510.42 ms [2022-04-20 15:51:20 main:574] : INFO : Epoch 1810 | loss: 0.0311244 | val_loss: 0.0311381 | Time: 1547.9 ms [2022-04-20 15:51:22 main:574] : INFO : Epoch 1811 | loss: 0.0311187 | val_loss: 0.0311361 | Time: 1576.79 ms [2022-04-20 15:51:24 main:574] : INFO : Epoch 1812 | loss: 0.0311164 | val_loss: 0.0311382 | Time: 1581.55 ms [2022-04-20 15:51:25 main:574] : INFO : Epoch 1813 | loss: 0.0311171 | val_loss: 0.0311385 | Time: 1627.81 ms [2022-04-20 15:51:27 main:574] : INFO : Epoch 1814 | loss: 0.0311154 | val_loss: 0.0311356 | Time: 1647.79 ms [2022-04-20 15:51:28 main:574] : INFO : Epoch 1815 | loss: 0.0311149 | val_loss: 0.0311342 | Time: 1596.56 ms [2022-04-20 15:51:30 main:574] : INFO : Epoch 1816 | loss: 0.0311134 | val_loss: 0.0311346 | Time: 1543.83 ms [2022-04-20 15:51:32 main:574] : INFO : Epoch 1817 | loss: 0.0311131 | val_loss: 0.0311344 | Time: 1599.12 ms [2022-04-20 15:51:33 main:574] : INFO : Epoch 1818 | loss: 0.0311137 | val_loss: 0.0311354 | Time: 1558.86 ms [2022-04-20 15:51:35 main:574] : INFO : Epoch 1819 | loss: 0.0311135 | val_loss: 0.0311352 | Time: 1619.05 ms [2022-04-20 15:51:36 main:574] : INFO : Epoch 1820 | loss: 0.0311125 | val_loss: 0.031138 | Time: 1565.04 ms [2022-04-20 15:51:38 main:574] : INFO : Epoch 1821 | loss: 0.0311141 | val_loss: 0.0311408 | Time: 1547.03 ms [2022-04-20 15:51:40 main:574] : INFO : Epoch 1822 | loss: 0.031113 | val_loss: 0.0311417 | Time: 1598.8 ms [2022-04-20 15:51:41 main:574] : INFO : Epoch 1823 | loss: 0.031112 | val_loss: 0.0311392 | Time: 1611.8 ms [2022-04-20 15:51:43 main:574] : INFO : Epoch 1824 | loss: 0.0311116 | val_loss: 0.0311379 | Time: 1636.74 ms [2022-04-20 15:51:44 main:574] : INFO : Epoch 1825 | loss: 0.0311119 | val_loss: 0.0311377 | Time: 1561.83 ms [2022-04-20 15:51:46 main:574] : INFO : Epoch 1826 | loss: 0.0311103 | val_loss: 0.0311416 | Time: 1599.74 ms [2022-04-20 15:51:48 main:574] : INFO : Epoch 1827 | loss: 0.0311139 | val_loss: 0.0311362 | Time: 1568.97 ms [2022-04-20 15:51:49 main:574] : INFO : Epoch 1828 | loss: 0.0311162 | val_loss: 0.0311376 | Time: 1643.64 ms [2022-04-20 15:51:51 main:574] : INFO : Epoch 1829 | loss: 0.0311157 | val_loss: 0.0311347 | Time: 1604.5 ms [2022-04-20 15:51:52 main:574] : INFO : Epoch 1830 | loss: 0.0311149 | val_loss: 0.0311373 | Time: 1599.55 ms [2022-04-20 15:51:54 main:574] : INFO : Epoch 1831 | loss: 0.0311295 | val_loss: 0.0311401 | Time: 1538.96 ms [2022-04-20 15:51:56 main:574] : INFO : Epoch 1832 | loss: 0.0311296 | val_loss: 0.0311378 | Time: 1598.23 ms [2022-04-20 15:51:57 main:574] : INFO : Epoch 1833 | loss: 0.0311266 | val_loss: 0.0311364 | Time: 1573.31 ms [2022-04-20 15:51:59 main:574] : INFO : Epoch 1834 | loss: 0.031124 | val_loss: 0.0311355 | Time: 1543.65 ms [2022-04-20 15:52:00 main:574] : INFO : Epoch 1835 | loss: 0.0311231 | val_loss: 0.0311326 | Time: 1585.31 ms [2022-04-20 15:52:02 main:574] : INFO : Epoch 1836 | loss: 0.0311221 | val_loss: 0.0311344 | Time: 1548.82 ms [2022-04-20 15:52:04 main:574] : INFO : Epoch 1837 | loss: 0.0311237 | val_loss: 0.0311367 | Time: 1578.05 ms [2022-04-20 15:52:05 main:574] : INFO : Epoch 1838 | loss: 0.0311239 | val_loss: 0.0311391 | Time: 1579.29 ms [2022-04-20 15:52:07 main:574] : INFO : Epoch 1839 | loss: 0.0311217 | val_loss: 0.0311371 | Time: 1614.52 ms [2022-04-20 15:52:08 main:574] : INFO : Epoch 1840 | loss: 0.0311222 | val_loss: 0.0311377 | Time: 1521.16 ms [2022-04-20 15:52:10 main:574] : INFO : Epoch 1841 | loss: 0.031121 | val_loss: 0.0311362 | Time: 1535.03 ms [2022-04-20 15:52:11 main:574] : INFO : Epoch 1842 | loss: 0.0311195 | val_loss: 0.031139 | Time: 1568.38 ms [2022-04-20 15:52:13 main:574] : INFO : Epoch 1843 | loss: 0.0311184 | val_loss: 0.0311342 | Time: 1580.13 ms [2022-04-20 15:52:15 main:574] : INFO : Epoch 1844 | loss: 0.0311179 | val_loss: 0.031133 | Time: 1574.15 ms [2022-04-20 15:52:16 main:574] : INFO : Epoch 1845 | loss: 0.0311181 | val_loss: 0.0311333 | Time: 1589.24 ms [2022-04-20 15:52:18 main:574] : INFO : Epoch 1846 | loss: 0.0311178 | val_loss: 0.0311343 | Time: 1534.26 ms [2022-04-20 15:52:19 main:574] : INFO : Epoch 1847 | loss: 0.0311171 | val_loss: 0.0311383 | Time: 1590.36 ms [2022-04-20 15:52:21 main:574] : INFO : Epoch 1848 | loss: 0.031118 | val_loss: 0.0311363 | Time: 1563.15 ms [2022-04-20 15:52:22 main:574] : INFO : Epoch 1849 | loss: 0.0311201 | val_loss: 0.0311386 | Time: 1525.43 ms [2022-04-20 15:52:24 main:574] : INFO : Epoch 1850 | loss: 0.0311203 | val_loss: 0.0311372 | Time: 1545.67 ms [2022-04-20 15:52:26 main:574] : INFO : Epoch 1851 | loss: 0.0311213 | val_loss: 0.031138 | Time: 1612.81 ms [2022-04-20 15:52:27 main:574] : INFO : Epoch 1852 | loss: 0.0311202 | val_loss: 0.031137 | Time: 1558.43 ms [2022-04-20 15:52:29 main:574] : INFO : Epoch 1853 | loss: 0.0311192 | val_loss: 0.0311384 | Time: 1607.07 ms [2022-04-20 15:52:30 main:574] : INFO : Epoch 1854 | loss: 0.0311201 | val_loss: 0.0311374 | Time: 1539.72 ms [2022-04-20 15:52:32 main:574] : INFO : Epoch 1855 | loss: 0.0311183 | val_loss: 0.0311362 | Time: 1608.24 ms [2022-04-20 15:52:34 main:574] : INFO : Epoch 1856 | loss: 0.0311169 | val_loss: 0.0311363 | Time: 1568.74 ms [2022-04-20 15:52:35 main:574] : INFO : Epoch 1857 | loss: 0.0311169 | val_loss: 0.0311361 | Time: 1594.88 ms [2022-04-20 15:52:37 main:574] : INFO : Epoch 1858 | loss: 0.0311161 | val_loss: 0.0311366 | Time: 1560.97 ms [2022-04-20 15:52:38 main:574] : INFO : Epoch 1859 | loss: 0.0311146 | val_loss: 0.0311341 | Time: 1537.99 ms [2022-04-20 15:52:40 main:574] : INFO : Epoch 1860 | loss: 0.0311144 | val_loss: 0.0311368 | Time: 1633.53 ms [2022-04-20 15:52:42 main:574] : INFO : Epoch 1861 | loss: 0.0311153 | val_loss: 0.0311335 | Time: 1596.84 ms [2022-04-20 15:52:43 main:574] : INFO : Epoch 1862 | loss: 0.0311154 | val_loss: 0.0311358 | Time: 1555.95 ms [2022-04-20 15:52:45 main:574] : INFO : Epoch 1863 | loss: 0.0311186 | val_loss: 0.0311392 | Time: 1545.03 ms [2022-04-20 15:52:46 main:574] : INFO : Epoch 1864 | loss: 0.0311196 | val_loss: 0.0311375 | Time: 1602.42 ms [2022-04-20 15:52:48 main:574] : INFO : Epoch 1865 | loss: 0.0311191 | val_loss: 0.0311407 | Time: 1599 ms [2022-04-20 15:52:49 main:574] : INFO : Epoch 1866 | loss: 0.0311187 | val_loss: 0.0311375 | Time: 1574.83 ms [2022-04-20 15:52:51 main:574] : INFO : Epoch 1867 | loss: 0.0311162 | val_loss: 0.0311384 | Time: 1568.74 ms [2022-04-20 15:52:53 main:574] : INFO : Epoch 1868 | loss: 0.0311182 | val_loss: 0.0311443 | Time: 1553.02 ms [2022-04-20 15:52:54 main:574] : INFO : Epoch 1869 | loss: 0.0311188 | val_loss: 0.0311407 | Time: 1580.32 ms [2022-04-20 15:52:56 main:574] : INFO : Epoch 1870 | loss: 0.0311193 | val_loss: 0.0311378 | Time: 1545.01 ms [2022-04-20 15:52:57 main:574] : INFO : Epoch 1871 | loss: 0.0311182 | val_loss: 0.0311372 | Time: 1593.55 ms [2022-04-20 15:52:59 main:574] : INFO : Epoch 1872 | loss: 0.0311172 | val_loss: 0.0311375 | Time: 1513.34 ms [2022-04-20 15:53:00 main:574] : INFO : Epoch 1873 | loss: 0.0311179 | val_loss: 0.0311389 | Time: 1561.87 ms [2022-04-20 15:53:02 main:574] : INFO : Epoch 1874 | loss: 0.0311186 | val_loss: 0.0311396 | Time: 1562.95 ms [2022-04-20 15:53:04 main:574] : INFO : Epoch 1875 | loss: 0.0311181 | val_loss: 0.0311388 | Time: 1547.89 ms [2022-04-20 15:53:05 main:574] : INFO : Epoch 1876 | loss: 0.031117 | val_loss: 0.031144 | Time: 1538.25 ms [2022-04-20 15:53:07 main:574] : INFO : Epoch 1877 | loss: 0.0311162 | val_loss: 0.0311373 | Time: 1628.19 ms [2022-04-20 15:53:08 main:574] : INFO : Epoch 1878 | loss: 0.0311141 | val_loss: 0.0311373 | Time: 1588.64 ms [2022-04-20 15:53:10 main:574] : INFO : Epoch 1879 | loss: 0.0311141 | val_loss: 0.0311385 | Time: 1543.72 ms [2022-04-20 15:53:11 main:574] : INFO : Epoch 1880 | loss: 0.0311138 | val_loss: 0.0311376 | Time: 1549.69 ms [2022-04-20 15:53:13 main:574] : INFO : Epoch 1881 | loss: 0.0311129 | val_loss: 0.0311368 | Time: 1533.85 ms [2022-04-20 15:53:15 main:574] : INFO : Epoch 1882 | loss: 0.0311193 | val_loss: 0.0311408 | Time: 1546.13 ms [2022-04-20 15:53:16 main:574] : INFO : Epoch 1883 | loss: 0.0311271 | val_loss: 0.0311411 | Time: 1607.21 ms [2022-04-20 15:53:18 main:574] : INFO : Epoch 1884 | loss: 0.0311248 | val_loss: 0.0311392 | Time: 1590.28 ms [2022-04-20 15:53:19 main:574] : INFO : Epoch 1885 | loss: 0.031123 | val_loss: 0.0311399 | Time: 1545.72 ms [2022-04-20 15:53:21 main:574] : INFO : Epoch 1886 | loss: 0.0311213 | val_loss: 0.0311386 | Time: 1533.6 ms [2022-04-20 15:53:22 main:574] : INFO : Epoch 1887 | loss: 0.031118 | val_loss: 0.0311368 | Time: 1518.55 ms [2022-04-20 15:53:24 main:574] : INFO : Epoch 1888 | loss: 0.0311233 | val_loss: 0.0311363 | Time: 1583.52 ms [2022-04-20 15:53:26 main:574] : INFO : Epoch 1889 | loss: 0.031122 | val_loss: 0.031136 | Time: 1585.49 ms [2022-04-20 15:53:27 main:574] : INFO : Epoch 1890 | loss: 0.0311197 | val_loss: 0.0311403 | Time: 1591.95 ms [2022-04-20 15:53:29 main:574] : INFO : Epoch 1891 | loss: 0.0311184 | val_loss: 0.0311389 | Time: 1598.43 ms [2022-04-20 15:53:30 main:574] : INFO : Epoch 1892 | loss: 0.0311212 | val_loss: 0.0311436 | Time: 1593.99 ms [2022-04-20 15:53:32 main:574] : INFO : Epoch 1893 | loss: 0.0311236 | val_loss: 0.0311396 | Time: 1541.5 ms [2022-04-20 15:53:34 main:574] : INFO : Epoch 1894 | loss: 0.0311208 | val_loss: 0.0311407 | Time: 1603.66 ms [2022-04-20 15:53:35 main:574] : INFO : Epoch 1895 | loss: 0.0311198 | val_loss: 0.0311414 | Time: 1585.24 ms [2022-04-20 15:53:37 main:574] : INFO : Epoch 1896 | loss: 0.0311204 | val_loss: 0.0311395 | Time: 1603.55 ms [2022-04-20 15:53:38 main:574] : INFO : Epoch 1897 | loss: 0.0311249 | val_loss: 0.0311482 | Time: 1558.93 ms [2022-04-20 15:53:40 main:574] : INFO : Epoch 1898 | loss: 0.0311253 | val_loss: 0.0311432 | Time: 1578.88 ms [2022-04-20 15:53:42 main:574] : INFO : Epoch 1899 | loss: 0.0311241 | val_loss: 0.0311549 | Time: 1583.52 ms [2022-04-20 15:53:43 main:574] : INFO : Epoch 1900 | loss: 0.0311425 | val_loss: 0.031152 | Time: 1561.45 ms [2022-04-20 15:53:45 main:574] : INFO : Epoch 1901 | loss: 0.031137 | val_loss: 0.0311543 | Time: 1570.07 ms [2022-04-20 15:53:46 main:574] : INFO : Epoch 1902 | loss: 0.0311319 | val_loss: 0.0311437 | Time: 1589.62 ms [2022-04-20 15:53:48 main:574] : INFO : Epoch 1903 | loss: 0.031127 | val_loss: 0.0311437 | Time: 1561.98 ms [2022-04-20 15:53:49 main:574] : INFO : Epoch 1904 | loss: 0.0311245 | val_loss: 0.0311418 | Time: 1571.1 ms [2022-04-20 15:53:51 main:574] : INFO : Epoch 1905 | loss: 0.0311244 | val_loss: 0.0311412 | Time: 1563.04 ms [2022-04-20 15:53:53 main:574] : INFO : Epoch 1906 | loss: 0.0311237 | val_loss: 0.0311389 | Time: 1560.96 ms [2022-04-20 15:53:54 main:574] : INFO : Epoch 1907 | loss: 0.0311237 | val_loss: 0.0311399 | Time: 1615.15 ms [2022-04-20 15:53:56 main:574] : INFO : Epoch 1908 | loss: 0.0311233 | val_loss: 0.0311425 | Time: 1565.71 ms [2022-04-20 15:53:57 main:574] : INFO : Epoch 1909 | loss: 0.0311283 | val_loss: 0.0311443 | Time: 1545.76 ms [2022-04-20 15:53:59 main:574] : INFO : Epoch 1910 | loss: 0.0311301 | val_loss: 0.031144 | Time: 1569.48 ms [2022-04-20 15:54:00 main:574] : INFO : Epoch 1911 | loss: 0.03113 | val_loss: 0.0311441 | Time: 1587.86 ms [2022-04-20 15:54:02 main:574] : INFO : Epoch 1912 | loss: 0.0311337 | val_loss: 0.0311444 | Time: 1562.5 ms [2022-04-20 15:54:04 main:574] : INFO : Epoch 1913 | loss: 0.0311309 | val_loss: 0.0311424 | Time: 1556.72 ms [2022-04-20 15:54:05 main:574] : INFO : Epoch 1914 | loss: 0.0311284 | val_loss: 0.0311404 | Time: 1571.37 ms [2022-04-20 15:54:07 main:574] : INFO : Epoch 1915 | loss: 0.0311257 | val_loss: 0.0311405 | Time: 1557.95 ms [2022-04-20 15:54:08 main:574] : INFO : Epoch 1916 | loss: 0.0311271 | val_loss: 0.0311376 | Time: 1519.6 ms [2022-04-20 15:54:10 main:574] : INFO : Epoch 1917 | loss: 0.0311263 | val_loss: 0.0311408 | Time: 1536.76 ms [2022-04-20 15:54:11 main:574] : INFO : Epoch 1918 | loss: 0.0311237 | val_loss: 0.0311393 | Time: 1600.35 ms [2022-04-20 15:54:13 main:574] : INFO : Epoch 1919 | loss: 0.0311218 | val_loss: 0.0311416 | Time: 1576.96 ms [2022-04-20 15:54:15 main:574] : INFO : Epoch 1920 | loss: 0.0311229 | val_loss: 0.0311423 | Time: 1613.79 ms [2022-04-20 15:54:16 main:574] : INFO : Epoch 1921 | loss: 0.0311237 | val_loss: 0.0311441 | Time: 1609.51 ms [2022-04-20 15:54:18 main:574] : INFO : Epoch 1922 | loss: 0.0311197 | val_loss: 0.0311436 | Time: 1577.61 ms [2022-04-20 15:54:19 main:574] : INFO : Epoch 1923 | loss: 0.0311226 | val_loss: 0.0311413 | Time: 1541.45 ms [2022-04-20 15:54:21 main:574] : INFO : Epoch 1924 | loss: 0.0311232 | val_loss: 0.0311449 | Time: 1580.41 ms [2022-04-20 15:54:23 main:574] : INFO : Epoch 1925 | loss: 0.0311281 | val_loss: 0.0311586 | Time: 1539.61 ms [2022-04-20 15:54:24 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 1534.86 ms [2022-04-20 15:54:26 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 1590.8 ms [2022-04-20 15:54:27 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 1572.78 ms [2022-04-20 15:54:29 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 1596.56 ms [2022-04-20 15:54:30 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 1563.92 ms [2022-04-20 15:54:32 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 1620.52 ms [2022-04-20 15:54:34 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 1592.1 ms [2022-04-20 15:54:35 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 1586.18 ms [2022-04-20 15:54:37 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 1611.48 ms [2022-04-20 15:54:38 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 1560.67 ms [2022-04-20 15:54:40 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 1596.91 ms [2022-04-20 15:54:42 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 1638.6 ms [2022-04-20 15:54:43 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 1579.51 ms [2022-04-20 15:54:45 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 1595.94 ms [2022-04-20 15:54:47 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 1591.56 ms [2022-04-20 15:54:48 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 1561 ms [2022-04-20 15:54:50 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 1622.3 ms [2022-04-20 15:54:51 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 1637.97 ms [2022-04-20 15:54:53 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 1606.5 ms [2022-04-20 15:54:55 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 1551.07 ms [2022-04-20 15:54:56 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 1551.55 ms [2022-04-20 15:54:58 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 1591.15 ms [2022-04-20 15:54:59 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 1583.53 ms [2022-04-20 15:55:01 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 1615.61 ms [2022-04-20 15:55:03 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 1633.96 ms [2022-04-20 15:55:04 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 1591.17 ms [2022-04-20 15:55:06 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 1568.39 ms [2022-04-20 15:55:07 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 1581.61 ms [2022-04-20 15:55:09 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 1512.41 ms [2022-04-20 15:55:10 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 1527.38 ms [2022-04-20 15:55:12 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 1628.55 ms [2022-04-20 15:55:14 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 1594.61 ms [2022-04-20 15:55:15 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 1543.06 ms [2022-04-20 15:55:17 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 1538 ms [2022-04-20 15:55:18 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 1547 ms [2022-04-20 15:55:20 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 1555.62 ms [2022-04-20 15:55:21 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 1542.83 ms [2022-04-20 15:55:23 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 1526.88 ms [2022-04-20 15:55:25 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 1528.09 ms [2022-04-20 15:55:26 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 1577.48 ms [2022-04-20 15:55:28 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 1583.42 ms [2022-04-20 15:55:29 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 1620.6 ms [2022-04-20 15:55:31 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1616.8 ms [2022-04-20 15:55:33 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1591.76 ms [2022-04-20 15:55:34 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1540.27 ms [2022-04-20 15:55:36 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1635.87 ms [2022-04-20 15:55:37 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1588.25 ms [2022-04-20 15:55:39 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1666.22 ms [2022-04-20 15:55:41 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1604.83 ms [2022-04-20 15:55:42 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1616.5 ms [2022-04-20 15:55:44 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1553.36 ms [2022-04-20 15:55:46 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1602.14 ms [2022-04-20 15:55:47 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1549.48 ms [2022-04-20 15:55:49 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1588.26 ms [2022-04-20 15:55:50 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1608.06 ms [2022-04-20 15:55:52 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1560.78 ms [2022-04-20 15:55:53 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1585.21 ms [2022-04-20 15:55:55 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1552.25 ms [2022-04-20 15:55:57 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1535.76 ms [2022-04-20 15:55:58 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1595.43 ms [2022-04-20 15:56:00 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1588.78 ms [2022-04-20 15:56:01 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1539.47 ms [2022-04-20 15:56:03 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1545.54 ms [2022-04-20 15:56:05 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1644.06 ms [2022-04-20 15:56:06 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1597.27 ms [2022-04-20 15:56:08 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1562.77 ms [2022-04-20 15:56:09 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1540.72 ms [2022-04-20 15:56:11 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1545.84 ms [2022-04-20 15:56:12 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1559.39 ms [2022-04-20 15:56:14 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1602.53 ms [2022-04-20 15:56:16 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1571.24 ms [2022-04-20 15:56:17 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1566.39 ms [2022-04-20 15:56:19 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1521.51 ms [2022-04-20 15:56:20 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1595.38 ms [2022-04-20 15:56:22 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1578.33 ms [2022-04-20 15:56:23 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1509.41 ms [2022-04-20 15:56:25 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1529.64 ms [2022-04-20 15:56:27 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1553.05 ms [2022-04-20 15:56:28 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1536.69 ms [2022-04-20 15:56:30 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1596.19 ms [2022-04-20 15:56:31 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1580.99 ms [2022-04-20 15:56:33 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1557.29 ms [2022-04-20 15:56:34 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1570 ms [2022-04-20 15:56:36 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1597.19 ms [2022-04-20 15:56:38 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1594.26 ms [2022-04-20 15:56:39 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1572.85 ms [2022-04-20 15:56:41 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1565.99 ms [2022-04-20 15:56:42 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1551.55 ms [2022-04-20 15:56:44 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1549.77 ms [2022-04-20 15:56:45 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1571.36 ms [2022-04-20 15:56:47 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1552.42 ms [2022-04-20 15:56:49 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1573.37 ms [2022-04-20 15:56:50 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1643.18 ms [2022-04-20 15:56:52 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1613.19 ms [2022-04-20 15:56:53 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1545.72 ms [2022-04-20 15:56:55 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1586.62 ms [2022-04-20 15:56:57 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1582.49 ms [2022-04-20 15:56:58 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1569.03 ms [2022-04-20 15:57:00 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1542.61 ms [2022-04-20 15:57:01 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1538.59 ms [2022-04-20 15:57:03 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1578.67 ms [2022-04-20 15:57:04 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1538.08 ms [2022-04-20 15:57:06 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1572.08 ms [2022-04-20 15:57:08 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1545.38 ms [2022-04-20 15:57:09 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1524.62 ms [2022-04-20 15:57:11 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1587.38 ms [2022-04-20 15:57:12 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1547.5 ms [2022-04-20 15:57:14 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1507.4 ms [2022-04-20 15:57:15 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1550.03 ms [2022-04-20 15:57:17 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1549.81 ms [2022-04-20 15:57:18 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1541.5 ms [2022-04-20 15:57:20 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1527.07 ms [2022-04-20 15:57:22 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1586.27 ms [2022-04-20 15:57:23 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1494.11 ms [2022-04-20 15:57:25 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1559.16 ms [2022-04-20 15:57:26 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1584.26 ms [2022-04-20 15:57:28 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1616.07 ms [2022-04-20 15:57:29 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1558.18 ms [2022-04-20 15:57:31 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1600.77 ms [2022-04-20 15:57:33 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1536.08 ms [2022-04-20 15:57:34 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1611.06 ms [2022-04-20 15:57:36 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1600.99 ms [2022-04-20 15:57:37 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1583.31 ms [2022-04-20 15:57:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-20 15:57:37 main:603] : INFO : Saving end state to config to file [2022-04-20 15:57:37 main:608] : INFO : Success, exiting.. 15:57:37 (4828): 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)