Task 7615733
| Name | ParityModified-1631733518-25736-2_0 |
| Workunit | 5269951 |
| Created | 26 Sep 2021, 22:44:56 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 21:46:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 54 min 30 sec |
| CPU time | 54 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311315 | val_loss: 0.0311477 | Time: 1540.54 ms [2021-10-04 23:33:17 main:581] : INFO : Epoch 1539 | loss: 0.0311312 | val_loss: 0.0311576 | Time: 1638.13 ms [2021-10-04 23:33:19 main:581] : INFO : Epoch 1540 | loss: 0.0311247 | val_loss: 0.0311512 | Time: 1602.21 ms [2021-10-04 23:33:20 main:581] : INFO : Epoch 1541 | loss: 0.0311247 | val_loss: 0.0311513 | Time: 1503.88 ms [2021-10-04 23:33:22 main:581] : INFO : Epoch 1542 | loss: 0.0311246 | val_loss: 0.0311501 | Time: 1646.7 ms [2021-10-04 23:33:24 main:581] : INFO : Epoch 1543 | loss: 0.0311224 | val_loss: 0.0311484 | Time: 1591.79 ms [2021-10-04 23:33:25 main:581] : INFO : Epoch 1544 | loss: 0.0311216 | val_loss: 0.0311519 | Time: 1574.25 ms [2021-10-04 23:33:27 main:581] : INFO : Epoch 1545 | loss: 0.0311229 | val_loss: 0.0311555 | Time: 1482.72 ms [2021-10-04 23:33:28 main:581] : INFO : Epoch 1546 | loss: 0.0311232 | val_loss: 0.0311503 | Time: 1502.79 ms [2021-10-04 23:33:30 main:581] : INFO : Epoch 1547 | loss: 0.0311217 | val_loss: 0.0311484 | Time: 1477.66 ms [2021-10-04 23:33:31 main:581] : INFO : Epoch 1548 | loss: 0.0311256 | val_loss: 0.0311523 | Time: 1476.3 ms [2021-10-04 23:33:33 main:581] : INFO : Epoch 1549 | loss: 0.0311357 | val_loss: 0.0311567 | Time: 1595.99 ms [2021-10-04 23:33:34 main:581] : INFO : Epoch 1550 | loss: 0.031128 | val_loss: 0.031153 | Time: 1647.77 ms [2021-10-04 23:33:36 main:581] : INFO : Epoch 1551 | loss: 0.031127 | val_loss: 0.0311508 | Time: 1536.03 ms [2021-10-04 23:33:38 main:581] : INFO : Epoch 1552 | loss: 0.031125 | val_loss: 0.031148 | Time: 1638.22 ms [2021-10-04 23:33:39 main:581] : INFO : Epoch 1553 | loss: 0.031125 | val_loss: 0.0311566 | Time: 1622.46 ms [2021-10-04 23:33:41 main:581] : INFO : Epoch 1554 | loss: 0.031128 | val_loss: 0.0311482 | Time: 1481.43 ms [2021-10-04 23:33:42 main:581] : INFO : Epoch 1555 | loss: 0.0311258 | val_loss: 0.031157 | Time: 1539.97 ms [2021-10-04 23:33:44 main:581] : INFO : Epoch 1556 | loss: 0.0311217 | val_loss: 0.0311582 | Time: 1662.04 ms [2021-10-04 23:33:45 main:581] : INFO : Epoch 1557 | loss: 0.0311291 | val_loss: 0.0311503 | Time: 1535.27 ms [2021-10-04 23:33:47 main:581] : INFO : Epoch 1558 | loss: 0.0311227 | val_loss: 0.0311516 | Time: 1477.4 ms [2021-10-04 23:33:48 main:581] : INFO : Epoch 1559 | loss: 0.0311227 | val_loss: 0.0311497 | Time: 1485.34 ms [2021-10-04 23:33:50 main:581] : INFO : Epoch 1560 | loss: 0.0311218 | val_loss: 0.0311545 | Time: 1482.13 ms [2021-10-04 23:33:51 main:581] : INFO : Epoch 1561 | loss: 0.0311237 | val_loss: 0.0311482 | Time: 1562.58 ms [2021-10-04 23:33:53 main:581] : INFO : Epoch 1562 | loss: 0.0311284 | val_loss: 0.0311537 | Time: 1621.01 ms [2021-10-04 23:33:55 main:581] : INFO : Epoch 1563 | loss: 0.0311237 | val_loss: 0.0311556 | Time: 1605.81 ms [2021-10-04 23:33:56 main:581] : INFO : Epoch 1564 | loss: 0.031121 | val_loss: 0.0311616 | Time: 1556.96 ms [2021-10-04 23:33:58 main:581] : INFO : Epoch 1565 | loss: 0.0311262 | val_loss: 0.0311677 | Time: 1568.75 ms [2021-10-04 23:33:59 main:581] : INFO : Epoch 1566 | loss: 0.0311336 | val_loss: 0.0311787 | Time: 1571.57 ms [2021-10-04 23:34:01 main:581] : INFO : Epoch 1567 | loss: 0.0311309 | val_loss: 0.0311674 | Time: 1472.78 ms [2021-10-04 23:34:02 main:581] : INFO : Epoch 1568 | loss: 0.0311311 | val_loss: 0.0311593 | Time: 1537.21 ms [2021-10-04 23:34:04 main:581] : INFO : Epoch 1569 | loss: 0.0311202 | val_loss: 0.0311488 | Time: 1577.47 ms [2021-10-04 23:34:06 main:581] : INFO : Epoch 1570 | loss: 0.0311197 | val_loss: 0.031149 | Time: 1587.67 ms [2021-10-04 23:34:07 main:581] : INFO : Epoch 1571 | loss: 0.0311223 | val_loss: 0.0311481 | Time: 1645.39 ms [2021-10-04 23:34:09 main:581] : INFO : Epoch 1572 | loss: 0.031124 | val_loss: 0.0311482 | Time: 1564.69 ms [2021-10-04 23:34:10 main:581] : INFO : Epoch 1573 | loss: 0.0311212 | val_loss: 0.0311572 | Time: 1573.22 ms [2021-10-04 23:34:12 main:581] : INFO : Epoch 1574 | loss: 0.0311218 | val_loss: 0.0311494 | Time: 1534.75 ms [2021-10-04 23:34:13 main:581] : INFO : Epoch 1575 | loss: 0.0311214 | val_loss: 0.0311552 | Time: 1477.89 ms [2021-10-04 23:34:15 main:581] : INFO : Epoch 1576 | loss: 0.0311229 | val_loss: 0.0311506 | Time: 1599.6 ms [2021-10-04 23:34:17 main:581] : INFO : Epoch 1577 | loss: 0.0311219 | val_loss: 0.031147 | Time: 1596.16 ms [2021-10-04 23:34:18 main:581] : INFO : Epoch 1578 | loss: 0.0311226 | val_loss: 0.0311481 | Time: 1537.32 ms [2021-10-04 23:34:20 main:581] : INFO : Epoch 1579 | loss: 0.0311238 | val_loss: 0.0311522 | Time: 1565.96 ms [2021-10-04 23:34:21 main:581] : INFO : Epoch 1580 | loss: 0.0311249 | val_loss: 0.031154 | Time: 1661.84 ms [2021-10-04 23:34:23 main:581] : INFO : Epoch 1581 | loss: 0.0311234 | val_loss: 0.0311514 | Time: 1501.91 ms [2021-10-04 23:34:24 main:581] : INFO : Epoch 1582 | loss: 0.0311267 | val_loss: 0.0311478 | Time: 1598.06 ms [2021-10-04 23:34:26 main:581] : INFO : Epoch 1583 | loss: 0.0311222 | val_loss: 0.0311519 | Time: 1521.25 ms [2021-10-04 23:34:27 main:581] : INFO : Epoch 1584 | loss: 0.0311247 | val_loss: 0.0311519 | Time: 1489.29 ms [2021-10-04 23:34:29 main:581] : INFO : Epoch 1585 | loss: 0.0311234 | val_loss: 0.031156 | Time: 1488.65 ms [2021-10-04 23:34:31 main:581] : INFO : Epoch 1586 | loss: 0.0311327 | val_loss: 0.0311559 | Time: 1646.09 ms [2021-10-04 23:34:32 main:581] : INFO : Epoch 1587 | loss: 0.0311309 | val_loss: 0.0311531 | Time: 1531.94 ms [2021-10-04 23:34:34 main:581] : INFO : Epoch 1588 | loss: 0.0311375 | val_loss: 0.0311541 | Time: 1547.15 ms [2021-10-04 23:34:35 main:581] : INFO : Epoch 1589 | loss: 0.0311352 | val_loss: 0.0311504 | Time: 1482.61 ms [2021-10-04 23:34:37 main:581] : INFO : Epoch 1590 | loss: 0.0311321 | val_loss: 0.0311503 | Time: 1567.17 ms [2021-10-04 23:34:38 main:581] : INFO : Epoch 1591 | loss: 0.0311365 | val_loss: 0.0311501 | Time: 1528.21 ms [2021-10-04 23:34:40 main:581] : INFO : Epoch 1592 | loss: 0.0311301 | val_loss: 0.0311487 | Time: 1572.29 ms [2021-10-04 23:34:41 main:581] : INFO : Epoch 1593 | loss: 0.0311286 | val_loss: 0.031147 | Time: 1584.63 ms [2021-10-04 23:34:43 main:581] : INFO : Epoch 1594 | loss: 0.0311272 | val_loss: 0.0311486 | Time: 1587.09 ms [2021-10-04 23:34:45 main:581] : INFO : Epoch 1595 | loss: 0.031126 | val_loss: 0.031151 | Time: 1676.26 ms [2021-10-04 23:34:46 main:581] : INFO : Epoch 1596 | loss: 0.0311244 | val_loss: 0.03115 | Time: 1542.27 ms [2021-10-04 23:34:48 main:581] : INFO : Epoch 1597 | loss: 0.0311263 | val_loss: 0.0311613 | Time: 1504.51 ms [2021-10-04 23:34:49 main:581] : INFO : Epoch 1598 | loss: 0.0311276 | val_loss: 0.0311487 | Time: 1640.55 ms [2021-10-04 23:34:51 main:581] : INFO : Epoch 1599 | loss: 0.0311256 | val_loss: 0.0311539 | Time: 1482.77 ms [2021-10-04 23:34:52 main:581] : INFO : Epoch 1600 | loss: 0.0311216 | val_loss: 0.0311463 | Time: 1545.89 ms [2021-10-04 23:34:54 main:581] : INFO : Epoch 1601 | loss: 0.0311232 | val_loss: 0.0311498 | Time: 1476.06 ms [2021-10-04 23:34:56 main:581] : INFO : Epoch 1602 | loss: 0.0311247 | val_loss: 0.0311476 | Time: 1653.7 ms [2021-10-04 23:34:57 main:581] : INFO : Epoch 1603 | loss: 0.0311231 | val_loss: 0.0311469 | Time: 1643.14 ms [2021-10-04 23:34:59 main:581] : INFO : Epoch 1604 | loss: 0.0311239 | val_loss: 0.0311503 | Time: 1616.82 ms [2021-10-04 23:35:00 main:581] : INFO : Epoch 1605 | loss: 0.0311253 | val_loss: 0.0311483 | Time: 1612.27 ms [2021-10-04 23:35:02 main:581] : INFO : Epoch 1606 | loss: 0.0311246 | val_loss: 0.0311463 | Time: 1597.32 ms [2021-10-04 23:35:04 main:581] : INFO : Epoch 1607 | loss: 0.0311225 | val_loss: 0.0311484 | Time: 1674.89 ms [2021-10-04 23:35:05 main:581] : INFO : Epoch 1608 | loss: 0.0311237 | val_loss: 0.0311477 | Time: 1657.42 ms [2021-10-04 23:35:07 main:581] : INFO : Epoch 1609 | loss: 0.0311228 | val_loss: 0.0311458 | Time: 1721 ms [2021-10-04 23:35:09 main:581] : INFO : Epoch 1610 | loss: 0.0311274 | val_loss: 0.0311505 | Time: 1656.24 ms [2021-10-04 23:35:10 main:581] : INFO : Epoch 1611 | loss: 0.0311289 | val_loss: 0.0311477 | Time: 1515.77 ms [2021-10-04 23:35:12 main:581] : INFO : Epoch 1612 | loss: 0.0311327 | val_loss: 0.03115 | Time: 1555.83 ms [2021-10-04 23:35:13 main:581] : INFO : Epoch 1613 | loss: 0.0311254 | val_loss: 0.031151 | Time: 1486.71 ms [2021-10-04 23:35:15 main:581] : INFO : Epoch 1614 | loss: 0.0311231 | val_loss: 0.0311499 | Time: 1595.77 ms [2021-10-04 23:35:16 main:581] : INFO : Epoch 1615 | loss: 0.0311234 | val_loss: 0.0311483 | Time: 1532.28 ms [2021-10-04 23:35:18 main:581] : INFO : Epoch 1616 | loss: 0.0311225 | val_loss: 0.0311454 | Time: 1580.26 ms [2021-10-04 23:35:20 main:581] : INFO : Epoch 1617 | loss: 0.0311213 | val_loss: 0.0311423 | Time: 1624.51 ms [2021-10-04 23:35:21 main:581] : INFO : Epoch 1618 | loss: 0.0311223 | val_loss: 0.0311463 | Time: 1678.8 ms [2021-10-04 23:35:23 main:581] : INFO : Epoch 1619 | loss: 0.0311249 | val_loss: 0.0311491 | Time: 1617.91 ms [2021-10-04 23:35:25 main:581] : INFO : Epoch 1620 | loss: 0.0311219 | val_loss: 0.0311478 | Time: 1661.39 ms [2021-10-04 23:35:26 main:581] : INFO : Epoch 1621 | loss: 0.0311266 | val_loss: 0.0311433 | Time: 1644.27 ms [2021-10-04 23:35:28 main:581] : INFO : Epoch 1622 | loss: 0.0311267 | val_loss: 0.031143 | Time: 1570.21 ms [2021-10-04 23:35:29 main:581] : INFO : Epoch 1623 | loss: 0.03113 | val_loss: 0.0311439 | Time: 1647.53 ms [2021-10-04 23:35:31 main:581] : INFO : Epoch 1624 | loss: 0.0311366 | val_loss: 0.0311601 | Time: 1646.91 ms [2021-10-04 23:35:33 main:581] : INFO : Epoch 1625 | loss: 0.0311301 | val_loss: 0.0311589 | Time: 1557.72 ms [2021-10-04 23:35:34 main:581] : INFO : Epoch 1626 | loss: 0.0311304 | val_loss: 0.0311559 | Time: 1574.56 ms [2021-10-04 23:35:36 main:581] : INFO : Epoch 1627 | loss: 0.0311371 | val_loss: 0.0311466 | Time: 1563.79 ms [2021-10-04 23:35:37 main:581] : INFO : Epoch 1628 | loss: 0.03113 | val_loss: 0.0311454 | Time: 1541.68 ms [2021-10-04 23:35:39 main:581] : INFO : Epoch 1629 | loss: 0.0311277 | val_loss: 0.031146 | Time: 1576.15 ms [2021-10-04 23:35:40 main:581] : INFO : Epoch 1630 | loss: 0.0311271 | val_loss: 0.0311546 | Time: 1561.98 ms [2021-10-04 23:35:42 main:581] : INFO : Epoch 1631 | loss: 0.0311307 | val_loss: 0.0311526 | Time: 1679.51 ms [2021-10-04 23:35:44 main:581] : INFO : Epoch 1632 | loss: 0.0311286 | val_loss: 0.0311481 | Time: 1653.59 ms [2021-10-04 23:35:45 main:581] : INFO : Epoch 1633 | loss: 0.0311262 | val_loss: 0.0311424 | Time: 1629.3 ms [2021-10-04 23:35:47 main:581] : INFO : Epoch 1634 | loss: 0.0311298 | val_loss: 0.0311437 | Time: 1621.27 ms [2021-10-04 23:35:49 main:581] : INFO : Epoch 1635 | loss: 0.031124 | val_loss: 0.0311461 | Time: 1675.62 ms [2021-10-04 23:35:50 main:581] : INFO : Epoch 1636 | loss: 0.0311243 | val_loss: 0.0311458 | Time: 1675.09 ms [2021-10-04 23:35:52 main:581] : INFO : Epoch 1637 | loss: 0.0311237 | val_loss: 0.0311505 | Time: 1521.36 ms [2021-10-04 23:35:53 main:581] : INFO : Epoch 1638 | loss: 0.0311238 | val_loss: 0.0311479 | Time: 1515.83 ms [2021-10-04 23:35:55 main:581] : INFO : Epoch 1639 | loss: 0.0311263 | val_loss: 0.0311525 | Time: 1612.28 ms [2021-10-04 23:35:57 main:581] : INFO : Epoch 1640 | loss: 0.031128 | val_loss: 0.0311561 | Time: 1639.53 ms [2021-10-04 23:35:58 main:581] : INFO : Epoch 1641 | loss: 0.0311247 | val_loss: 0.0311484 | Time: 1576.3 ms [2021-10-04 23:36:00 main:581] : INFO : Epoch 1642 | loss: 0.031122 | val_loss: 0.0311469 | Time: 1473.86 ms [2021-10-04 23:36:01 main:581] : INFO : Epoch 1643 | loss: 0.0311215 | val_loss: 0.0311444 | Time: 1447.34 ms [2021-10-04 23:36:03 main:581] : INFO : Epoch 1644 | loss: 0.03112 | val_loss: 0.031149 | Time: 1505.02 ms [2021-10-04 23:36:04 main:581] : INFO : Epoch 1645 | loss: 0.0311264 | val_loss: 0.0311432 | Time: 1606.23 ms [2021-10-04 23:36:06 main:581] : INFO : Epoch 1646 | loss: 0.0311275 | val_loss: 0.0311427 | Time: 1691.14 ms [2021-10-04 23:36:08 main:581] : INFO : Epoch 1647 | loss: 0.031124 | val_loss: 0.0311484 | Time: 1673.44 ms [2021-10-04 23:36:09 main:581] : INFO : Epoch 1648 | loss: 0.0311228 | val_loss: 0.0311475 | Time: 1627.04 ms [2021-10-04 23:36:11 main:581] : INFO : Epoch 1649 | loss: 0.0311236 | val_loss: 0.0311466 | Time: 1619.77 ms [2021-10-04 23:36:12 main:581] : INFO : Epoch 1650 | loss: 0.0311219 | val_loss: 0.0311506 | Time: 1553.16 ms [2021-10-04 23:36:14 main:581] : INFO : Epoch 1651 | loss: 0.0311204 | val_loss: 0.0311468 | Time: 1548.35 ms [2021-10-04 23:36:16 main:581] : INFO : Epoch 1652 | loss: 0.0311188 | val_loss: 0.0311438 | Time: 1543.09 ms [2021-10-04 23:36:17 main:581] : INFO : Epoch 1653 | loss: 0.0311238 | val_loss: 0.031147 | Time: 1566.02 ms [2021-10-04 23:36:19 main:581] : INFO : Epoch 1654 | loss: 0.0311223 | val_loss: 0.031145 | Time: 1661.92 ms [2021-10-04 23:36:20 main:581] : INFO : Epoch 1655 | loss: 0.0311214 | val_loss: 0.0311517 | Time: 1630.95 ms [2021-10-04 23:36:22 main:581] : INFO : Epoch 1656 | loss: 0.0311246 | val_loss: 0.0311442 | Time: 1580.2 ms [2021-10-04 23:36:23 main:581] : INFO : Epoch 1657 | loss: 0.0311276 | val_loss: 0.0311432 | Time: 1487.23 ms [2021-10-04 23:36:25 main:581] : INFO : Epoch 1658 | loss: 0.0311259 | val_loss: 0.0311428 | Time: 1651.66 ms [2021-10-04 23:36:27 main:581] : INFO : Epoch 1659 | loss: 0.0311284 | val_loss: 0.0311387 | Time: 1640.24 ms [2021-10-04 23:36:28 main:581] : INFO : Epoch 1660 | loss: 0.0311296 | val_loss: 0.0311408 | Time: 1531.25 ms [2021-10-04 23:36:30 main:581] : INFO : Epoch 1661 | loss: 0.0311296 | val_loss: 0.0311388 | Time: 1615.63 ms [2021-10-04 23:36:32 main:581] : INFO : Epoch 1662 | loss: 0.0311277 | val_loss: 0.031139 | Time: 1676.79 ms [2021-10-04 23:36:33 main:581] : INFO : Epoch 1663 | loss: 0.0311295 | val_loss: 0.0311421 | Time: 1634.89 ms [2021-10-04 23:36:35 main:581] : INFO : Epoch 1664 | loss: 0.0311327 | val_loss: 0.0311405 | Time: 1598.96 ms [2021-10-04 23:36:36 main:581] : INFO : Epoch 1665 | loss: 0.0311276 | val_loss: 0.0311377 | Time: 1636.41 ms [2021-10-04 23:36:38 main:581] : INFO : Epoch 1666 | loss: 0.0311253 | val_loss: 0.0311387 | Time: 1492.73 ms [2021-10-04 23:36:39 main:581] : INFO : Epoch 1667 | loss: 0.0311246 | val_loss: 0.031139 | Time: 1506.26 ms [2021-10-04 23:36:41 main:581] : INFO : Epoch 1668 | loss: 0.0311245 | val_loss: 0.0311397 | Time: 1553.86 ms [2021-10-04 23:36:43 main:581] : INFO : Epoch 1669 | loss: 0.0311283 | val_loss: 0.0311402 | Time: 1715.27 ms [2021-10-04 23:36:44 main:581] : INFO : Epoch 1670 | loss: 0.0311285 | val_loss: 0.0311402 | Time: 1664 ms [2021-10-04 23:36:46 main:581] : INFO : Epoch 1671 | loss: 0.0311258 | val_loss: 0.0311404 | Time: 1575.07 ms [2021-10-04 23:36:47 main:581] : INFO : Epoch 1672 | loss: 0.0311248 | val_loss: 0.0311417 | Time: 1482.9 ms [2021-10-04 23:36:49 main:581] : INFO : Epoch 1673 | loss: 0.0311292 | val_loss: 0.0311427 | Time: 1686.97 ms [2021-10-04 23:36:51 main:581] : INFO : Epoch 1674 | loss: 0.0311272 | val_loss: 0.0311447 | Time: 1600.45 ms [2021-10-04 23:36:52 main:581] : INFO : Epoch 1675 | loss: 0.0311234 | val_loss: 0.0311424 | Time: 1680.01 ms [2021-10-04 23:36:54 main:581] : INFO : Epoch 1676 | loss: 0.0311235 | val_loss: 0.0311406 | Time: 1618.67 ms [2021-10-04 23:36:56 main:581] : INFO : Epoch 1677 | loss: 0.0311213 | val_loss: 0.0311391 | Time: 1661.74 ms [2021-10-04 23:36:57 main:581] : INFO : Epoch 1678 | loss: 0.0311227 | val_loss: 0.0311409 | Time: 1474.28 ms [2021-10-04 23:36:59 main:581] : INFO : Epoch 1679 | loss: 0.0311297 | val_loss: 0.0311394 | Time: 1558.47 ms [2021-10-04 23:37:00 main:581] : INFO : Epoch 1680 | loss: 0.0311264 | val_loss: 0.0311401 | Time: 1636.93 ms [2021-10-04 23:37:02 main:581] : INFO : Epoch 1681 | loss: 0.0311263 | val_loss: 0.0311476 | Time: 1604.22 ms [2021-10-04 23:37:03 main:581] : INFO : Epoch 1682 | loss: 0.0311258 | val_loss: 0.03114 | Time: 1488.47 ms [2021-10-04 23:37:05 main:581] : INFO : Epoch 1683 | loss: 0.0311241 | val_loss: 0.0311449 | Time: 1535.43 ms [2021-10-04 23:37:07 main:581] : INFO : Epoch 1684 | loss: 0.0311234 | val_loss: 0.0311477 | Time: 1628.68 ms [2021-10-04 23:37:08 main:581] : INFO : Epoch 1685 | loss: 0.0311253 | val_loss: 0.0311413 | Time: 1606.61 ms [2021-10-04 23:37:10 main:581] : INFO : Epoch 1686 | loss: 0.0311224 | val_loss: 0.0311569 | Time: 1623.77 ms [2021-10-04 23:37:11 main:581] : INFO : Epoch 1687 | loss: 0.0311339 | val_loss: 0.0311429 | Time: 1634.04 ms [2021-10-04 23:37:13 main:581] : INFO : Epoch 1688 | loss: 0.0311253 | val_loss: 0.0311393 | Time: 1618.07 ms [2021-10-04 23:37:15 main:581] : INFO : Epoch 1689 | loss: 0.0311204 | val_loss: 0.0311406 | Time: 1596.16 ms [2021-10-04 23:37:16 main:581] : INFO : Epoch 1690 | loss: 0.0311227 | val_loss: 0.0311473 | Time: 1642.25 ms [2021-10-04 23:37:18 main:581] : INFO : Epoch 1691 | loss: 0.0311191 | val_loss: 0.0311426 | Time: 1640.82 ms [2021-10-04 23:37:20 main:581] : INFO : Epoch 1692 | loss: 0.0311188 | val_loss: 0.0311466 | Time: 1568.36 ms [2021-10-04 23:37:21 main:581] : INFO : Epoch 1693 | loss: 0.0311208 | val_loss: 0.0311391 | Time: 1524.71 ms [2021-10-04 23:37:23 main:581] : INFO : Epoch 1694 | loss: 0.0311178 | val_loss: 0.031145 | Time: 1521.28 ms [2021-10-04 23:37:24 main:581] : INFO : Epoch 1695 | loss: 0.0311223 | val_loss: 0.0311455 | Time: 1602.16 ms [2021-10-04 23:37:26 main:581] : INFO : Epoch 1696 | loss: 0.0311272 | val_loss: 0.0311423 | Time: 1456.98 ms [2021-10-04 23:37:27 main:581] : INFO : Epoch 1697 | loss: 0.0311248 | val_loss: 0.031143 | Time: 1496.98 ms [2021-10-04 23:37:29 main:581] : INFO : Epoch 1698 | loss: 0.0311212 | val_loss: 0.0311435 | Time: 1624.09 ms [2021-10-04 23:37:30 main:581] : INFO : Epoch 1699 | loss: 0.0311231 | val_loss: 0.0311369 | Time: 1675.46 ms [2021-10-04 23:37:32 main:581] : INFO : Epoch 1700 | loss: 0.0311201 | val_loss: 0.0311403 | Time: 1634.53 ms [2021-10-04 23:37:34 main:581] : INFO : Epoch 1701 | loss: 0.0311184 | val_loss: 0.0311372 | Time: 1623.02 ms [2021-10-04 23:37:35 main:581] : INFO : Epoch 1702 | loss: 0.0311172 | val_loss: 0.0311387 | Time: 1634.59 ms [2021-10-04 23:37:37 main:581] : INFO : Epoch 1703 | loss: 0.031118 | val_loss: 0.031141 | Time: 1522.77 ms [2021-10-04 23:37:38 main:581] : INFO : Epoch 1704 | loss: 0.0311198 | val_loss: 0.0311442 | Time: 1611.64 ms [2021-10-04 23:37:40 main:581] : INFO : Epoch 1705 | loss: 0.0311216 | val_loss: 0.0311468 | Time: 1665.05 ms [2021-10-04 23:37:42 main:581] : INFO : Epoch 1706 | loss: 0.0311276 | val_loss: 0.031141 | Time: 1614.08 ms [2021-10-04 23:37:43 main:581] : INFO : Epoch 1707 | loss: 0.0372346 | val_loss: 0.0373554 | Time: 1538.62 ms [2021-10-04 23:37:45 main:581] : INFO : Epoch 1708 | loss: 0.0365563 | val_loss: 0.0317275 | Time: 1503.82 ms [2021-10-04 23:37:46 main:581] : INFO : Epoch 1709 | loss: 0.0333843 | val_loss: 0.0315958 | Time: 1588.44 ms [2021-10-04 23:37:48 main:581] : INFO : Epoch 1710 | loss: 0.031504 | val_loss: 0.031408 | Time: 1507.22 ms [2021-10-04 23:37:49 main:581] : INFO : Epoch 1711 | loss: 0.0313158 | val_loss: 0.031274 | Time: 1509.7 ms [2021-10-04 23:37:51 main:581] : INFO : Epoch 1712 | loss: 0.0312703 | val_loss: 0.0312634 | Time: 1575.44 ms [2021-10-04 23:37:53 main:581] : INFO : Epoch 1713 | loss: 0.0312593 | val_loss: 0.0312565 | Time: 1651.48 ms [2021-10-04 23:37:54 main:581] : INFO : Epoch 1714 | loss: 0.0312558 | val_loss: 0.0312549 | Time: 1637.81 ms [2021-10-04 23:37:56 main:581] : INFO : Epoch 1715 | loss: 0.0312545 | val_loss: 0.0312537 | Time: 1523.41 ms [2021-10-04 23:37:57 main:581] : INFO : Epoch 1716 | loss: 0.0312539 | val_loss: 0.0312529 | Time: 1636.14 ms [2021-10-04 23:37:59 main:581] : INFO : Epoch 1717 | loss: 0.0312528 | val_loss: 0.0312525 | Time: 1616.51 ms [2021-10-04 23:38:01 main:581] : INFO : Epoch 1718 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 1537.8 ms [2021-10-04 23:38:02 main:581] : INFO : Epoch 1719 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1513.18 ms [2021-10-04 23:38:04 main:581] : INFO : Epoch 1720 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1662.27 ms [2021-10-04 23:38:05 main:581] : INFO : Epoch 1721 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 1580.63 ms [2021-10-04 23:38:07 main:581] : INFO : Epoch 1722 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 1630.45 ms [2021-10-04 23:38:09 main:581] : INFO : Epoch 1723 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1566.05 ms [2021-10-04 23:38:10 main:581] : INFO : Epoch 1724 | loss: 0.0312446 | val_loss: 0.0312418 | Time: 1495.85 ms [2021-10-04 23:38:12 main:581] : INFO : Epoch 1725 | loss: 0.0312425 | val_loss: 0.0312391 | Time: 1545.63 ms [2021-10-04 23:38:13 main:581] : INFO : Epoch 1726 | loss: 0.0312398 | val_loss: 0.0312358 | Time: 1564.82 ms [2021-10-04 23:38:15 main:581] : INFO : Epoch 1727 | loss: 0.0312356 | val_loss: 0.0312306 | Time: 1593.62 ms [2021-10-04 23:38:16 main:581] : INFO : Epoch 1728 | loss: 0.0312288 | val_loss: 0.0312228 | Time: 1590.5 ms [2021-10-04 23:38:18 main:581] : INFO : Epoch 1729 | loss: 0.03122 | val_loss: 0.0312134 | Time: 1679.54 ms [2021-10-04 23:38:20 main:581] : INFO : Epoch 1730 | loss: 0.0312128 | val_loss: 0.0312087 | Time: 1655.32 ms [2021-10-04 23:38:21 main:581] : INFO : Epoch 1731 | loss: 0.0312088 | val_loss: 0.0312049 | Time: 1640.92 ms [2021-10-04 23:38:23 main:581] : INFO : Epoch 1732 | loss: 0.0312039 | val_loss: 0.0311987 | Time: 1600.11 ms [2021-10-04 23:38:25 main:581] : INFO : Epoch 1733 | loss: 0.0311998 | val_loss: 0.0311922 | Time: 1644.77 ms [2021-10-04 23:38:26 main:581] : INFO : Epoch 1734 | loss: 0.0311945 | val_loss: 0.031186 | Time: 1639.1 ms [2021-10-04 23:38:28 main:581] : INFO : Epoch 1735 | loss: 0.0311881 | val_loss: 0.0311823 | Time: 1511.79 ms [2021-10-04 23:38:29 main:581] : INFO : Epoch 1736 | loss: 0.0311824 | val_loss: 0.0311746 | Time: 1536.83 ms [2021-10-04 23:38:31 main:581] : INFO : Epoch 1737 | loss: 0.0311767 | val_loss: 0.0311678 | Time: 1498.75 ms [2021-10-04 23:38:32 main:581] : INFO : Epoch 1738 | loss: 0.0311715 | val_loss: 0.0311632 | Time: 1610.96 ms [2021-10-04 23:38:34 main:581] : INFO : Epoch 1739 | loss: 0.0311691 | val_loss: 0.0311607 | Time: 1663.75 ms [2021-10-04 23:38:36 main:581] : INFO : Epoch 1740 | loss: 0.0311663 | val_loss: 0.031159 | Time: 1641.4 ms [2021-10-04 23:38:37 main:581] : INFO : Epoch 1741 | loss: 0.0311648 | val_loss: 0.0311589 | Time: 1476.8 ms [2021-10-04 23:38:39 main:581] : INFO : Epoch 1742 | loss: 0.0311634 | val_loss: 0.0311574 | Time: 1537.42 ms [2021-10-04 23:38:40 main:581] : INFO : Epoch 1743 | loss: 0.0311651 | val_loss: 0.0311609 | Time: 1612.34 ms [2021-10-04 23:38:42 main:581] : INFO : Epoch 1744 | loss: 0.0311624 | val_loss: 0.0311574 | Time: 1661.01 ms [2021-10-04 23:38:43 main:581] : INFO : Epoch 1745 | loss: 0.0311612 | val_loss: 0.0311592 | Time: 1518.77 ms [2021-10-04 23:38:45 main:581] : INFO : Epoch 1746 | loss: 0.0311601 | val_loss: 0.0311568 | Time: 1629.02 ms [2021-10-04 23:38:47 main:581] : INFO : Epoch 1747 | loss: 0.0311584 | val_loss: 0.0311553 | Time: 1599.99 ms [2021-10-04 23:38:48 main:581] : INFO : Epoch 1748 | loss: 0.0311577 | val_loss: 0.0311548 | Time: 1635.45 ms [2021-10-04 23:38:50 main:581] : INFO : Epoch 1749 | loss: 0.0311566 | val_loss: 0.031155 | Time: 1545.65 ms [2021-10-04 23:38:51 main:581] : INFO : Epoch 1750 | loss: 0.0311547 | val_loss: 0.0311545 | Time: 1512.73 ms [2021-10-04 23:38:53 main:581] : INFO : Epoch 1751 | loss: 0.0311537 | val_loss: 0.0311543 | Time: 1418.19 ms [2021-10-04 23:38:54 main:581] : INFO : Epoch 1752 | loss: 0.0311536 | val_loss: 0.031155 | Time: 1431.15 ms [2021-10-04 23:38:56 main:581] : INFO : Epoch 1753 | loss: 0.0311536 | val_loss: 0.0311569 | Time: 1606.65 ms [2021-10-04 23:38:57 main:581] : INFO : Epoch 1754 | loss: 0.0311539 | val_loss: 0.0311575 | Time: 1637.62 ms [2021-10-04 23:38:59 main:581] : INFO : Epoch 1755 | loss: 0.0311541 | val_loss: 0.0311585 | Time: 1546.42 ms [2021-10-04 23:39:01 main:581] : INFO : Epoch 1756 | loss: 0.0311563 | val_loss: 0.0311606 | Time: 1509.6 ms [2021-10-04 23:39:02 main:581] : INFO : Epoch 1757 | loss: 0.0311584 | val_loss: 0.0311595 | Time: 1642.49 ms [2021-10-04 23:39:04 main:581] : INFO : Epoch 1758 | loss: 0.0311541 | val_loss: 0.031158 | Time: 1646.56 ms [2021-10-04 23:39:05 main:581] : INFO : Epoch 1759 | loss: 0.0311495 | val_loss: 0.0311538 | Time: 1625.98 ms [2021-10-04 23:39:07 main:581] : INFO : Epoch 1760 | loss: 0.0311507 | val_loss: 0.0311515 | Time: 1650.68 ms [2021-10-04 23:39:09 main:581] : INFO : Epoch 1761 | loss: 0.0311486 | val_loss: 0.0311522 | Time: 1651.74 ms [2021-10-04 23:39:10 main:581] : INFO : Epoch 1762 | loss: 0.0311471 | val_loss: 0.0311509 | Time: 1630.51 ms [2021-10-04 23:39:12 main:581] : INFO : Epoch 1763 | loss: 0.0311451 | val_loss: 0.0311501 | Time: 1429.9 ms [2021-10-04 23:39:13 main:581] : INFO : Epoch 1764 | loss: 0.031144 | val_loss: 0.0311481 | Time: 1469.03 ms [2021-10-04 23:39:15 main:581] : INFO : Epoch 1765 | loss: 0.0311429 | val_loss: 0.0311487 | Time: 1483.29 ms [2021-10-04 23:39:16 main:581] : INFO : Epoch 1766 | loss: 0.0311429 | val_loss: 0.0311502 | Time: 1550.25 ms [2021-10-04 23:39:18 main:581] : INFO : Epoch 1767 | loss: 0.0311409 | val_loss: 0.0311509 | Time: 1448.02 ms [2021-10-04 23:39:19 main:581] : INFO : Epoch 1768 | loss: 0.0311418 | val_loss: 0.0311517 | Time: 1645.51 ms [2021-10-04 23:39:21 main:581] : INFO : Epoch 1769 | loss: 0.0311419 | val_loss: 0.0311492 | Time: 1589.2 ms [2021-10-04 23:39:23 main:581] : INFO : Epoch 1770 | loss: 0.0311421 | val_loss: 0.0311518 | Time: 1599.51 ms [2021-10-04 23:39:24 main:581] : INFO : Epoch 1771 | loss: 0.031143 | val_loss: 0.0311512 | Time: 1550.8 ms [2021-10-04 23:39:26 main:581] : INFO : Epoch 1772 | loss: 0.0311427 | val_loss: 0.0311502 | Time: 1607.05 ms [2021-10-04 23:39:27 main:581] : INFO : Epoch 1773 | loss: 0.031146 | val_loss: 0.0311505 | Time: 1573.88 ms [2021-10-04 23:39:29 main:581] : INFO : Epoch 1774 | loss: 0.0311463 | val_loss: 0.0311501 | Time: 1602.72 ms [2021-10-04 23:39:31 main:581] : INFO : Epoch 1775 | loss: 0.0311446 | val_loss: 0.0311461 | Time: 1612.75 ms [2021-10-04 23:39:32 main:581] : INFO : Epoch 1776 | loss: 0.031142 | val_loss: 0.0311468 | Time: 1624.09 ms [2021-10-04 23:39:34 main:581] : INFO : Epoch 1777 | loss: 0.0311407 | val_loss: 0.0311486 | Time: 1556.65 ms [2021-10-04 23:39:35 main:581] : INFO : Epoch 1778 | loss: 0.0311411 | val_loss: 0.0311484 | Time: 1556.11 ms [2021-10-04 23:39:37 main:581] : INFO : Epoch 1779 | loss: 0.0311379 | val_loss: 0.0311472 | Time: 1514.92 ms [2021-10-04 23:39:38 main:581] : INFO : Epoch 1780 | loss: 0.0311374 | val_loss: 0.0311456 | Time: 1544.95 ms [2021-10-04 23:39:40 main:581] : INFO : Epoch 1781 | loss: 0.0311364 | val_loss: 0.0311507 | Time: 1502.86 ms [2021-10-04 23:39:41 main:581] : INFO : Epoch 1782 | loss: 0.0311407 | val_loss: 0.0311504 | Time: 1490.12 ms [2021-10-04 23:39:43 main:581] : INFO : Epoch 1783 | loss: 0.031143 | val_loss: 0.0311489 | Time: 1626.98 ms [2021-10-04 23:39:45 main:581] : INFO : Epoch 1784 | loss: 0.031144 | val_loss: 0.0311553 | Time: 1575.57 ms [2021-10-04 23:39:46 main:581] : INFO : Epoch 1785 | loss: 0.0311447 | val_loss: 0.0311467 | Time: 1561.18 ms [2021-10-04 23:39:48 main:581] : INFO : Epoch 1786 | loss: 0.0311394 | val_loss: 0.0311499 | Time: 1606.23 ms [2021-10-04 23:39:49 main:581] : INFO : Epoch 1787 | loss: 0.0311385 | val_loss: 0.0311485 | Time: 1608.55 ms [2021-10-04 23:39:51 main:581] : INFO : Epoch 1788 | loss: 0.0311385 | val_loss: 0.0311491 | Time: 1600.84 ms [2021-10-04 23:39:53 main:581] : INFO : Epoch 1789 | loss: 0.0311367 | val_loss: 0.0311501 | Time: 1615.78 ms [2021-10-04 23:39:54 main:581] : INFO : Epoch 1790 | loss: 0.0311359 | val_loss: 0.0311533 | Time: 1648.23 ms [2021-10-04 23:39:56 main:581] : INFO : Epoch 1791 | loss: 0.031136 | val_loss: 0.0311485 | Time: 1594.8 ms [2021-10-04 23:39:57 main:581] : INFO : Epoch 1792 | loss: 0.0311337 | val_loss: 0.0311544 | Time: 1576.43 ms [2021-10-04 23:39:59 main:581] : INFO : Epoch 1793 | loss: 0.0311349 | val_loss: 0.031149 | Time: 1555.08 ms [2021-10-04 23:40:00 main:581] : INFO : Epoch 1794 | loss: 0.0311328 | val_loss: 0.0311492 | Time: 1498.39 ms [2021-10-04 23:40:02 main:581] : INFO : Epoch 1795 | loss: 0.0311334 | val_loss: 0.0311483 | Time: 1513.37 ms [2021-10-04 23:40:03 main:581] : INFO : Epoch 1796 | loss: 0.0311316 | val_loss: 0.031149 | Time: 1469.21 ms [2021-10-04 23:40:05 main:581] : INFO : Epoch 1797 | loss: 0.0311314 | val_loss: 0.0311549 | Time: 1588.34 ms [2021-10-04 23:40:07 main:581] : INFO : Epoch 1798 | loss: 0.0311337 | val_loss: 0.0311524 | Time: 1614.1 ms [2021-10-04 23:40:08 main:581] : INFO : Epoch 1799 | loss: 0.0311332 | val_loss: 0.0311481 | Time: 1552.66 ms [2021-10-04 23:40:10 main:581] : INFO : Epoch 1800 | loss: 0.0311368 | val_loss: 0.0311478 | Time: 1618.47 ms [2021-10-04 23:40:11 main:581] : INFO : Epoch 1801 | loss: 0.031139 | val_loss: 0.0311472 | Time: 1582.05 ms [2021-10-04 23:40:13 main:581] : INFO : Epoch 1802 | loss: 0.0311369 | val_loss: 0.0311502 | Time: 1683.2 ms [2021-10-04 23:40:15 main:581] : INFO : Epoch 1803 | loss: 0.0311362 | val_loss: 0.0311535 | Time: 1464.48 ms [2021-10-04 23:40:16 main:581] : INFO : Epoch 1804 | loss: 0.0311346 | val_loss: 0.031151 | Time: 1509.08 ms [2021-10-04 23:40:18 main:581] : INFO : Epoch 1805 | loss: 0.0311349 | val_loss: 0.0311507 | Time: 1599 ms [2021-10-04 23:40:19 main:581] : INFO : Epoch 1806 | loss: 0.031135 | val_loss: 0.0311626 | Time: 1594.53 ms [2021-10-04 23:40:21 main:581] : INFO : Epoch 1807 | loss: 0.0311341 | val_loss: 0.0311489 | Time: 1600.72 ms [2021-10-04 23:40:22 main:581] : INFO : Epoch 1808 | loss: 0.0311319 | val_loss: 0.0311502 | Time: 1606.88 ms [2021-10-04 23:40:24 main:581] : INFO : Epoch 1809 | loss: 0.0311333 | val_loss: 0.03115 | Time: 1515.43 ms [2021-10-04 23:40:25 main:581] : INFO : Epoch 1810 | loss: 0.0311333 | val_loss: 0.0311508 | Time: 1523.76 ms [2021-10-04 23:40:27 main:581] : INFO : Epoch 1811 | loss: 0.0311312 | val_loss: 0.0311503 | Time: 1470.92 ms [2021-10-04 23:40:29 main:581] : INFO : Epoch 1812 | loss: 0.0311317 | val_loss: 0.0311488 | Time: 1609.86 ms [2021-10-04 23:40:30 main:581] : INFO : Epoch 1813 | loss: 0.0311314 | val_loss: 0.031148 | Time: 1649.39 ms [2021-10-04 23:40:32 main:581] : INFO : Epoch 1814 | loss: 0.0311317 | val_loss: 0.0311564 | Time: 1576.58 ms [2021-10-04 23:40:33 main:581] : INFO : Epoch 1815 | loss: 0.0311329 | val_loss: 0.03115 | Time: 1616.84 ms [2021-10-04 23:40:35 main:581] : INFO : Epoch 1816 | loss: 0.0311304 | val_loss: 0.0311515 | Time: 1597.73 ms [2021-10-04 23:40:37 main:581] : INFO : Epoch 1817 | loss: 0.0311309 | val_loss: 0.0311514 | Time: 1655.4 ms [2021-10-04 23:40:38 main:581] : INFO : Epoch 1818 | loss: 0.0311305 | val_loss: 0.0311509 | Time: 1486.07 ms [2021-10-04 23:40:40 main:581] : INFO : Epoch 1819 | loss: 0.0311309 | val_loss: 0.0311511 | Time: 1483.65 ms [2021-10-04 23:40:41 main:581] : INFO : Epoch 1820 | loss: 0.031134 | val_loss: 0.0311501 | Time: 1616.02 ms [2021-10-04 23:40:43 main:581] : INFO : Epoch 1821 | loss: 0.0311346 | val_loss: 0.0311523 | Time: 1611.48 ms [2021-10-04 23:40:44 main:581] : INFO : Epoch 1822 | loss: 0.0311342 | val_loss: 0.0311498 | Time: 1645.57 ms [2021-10-04 23:40:46 main:581] : INFO : Epoch 1823 | loss: 0.0311316 | val_loss: 0.0311502 | Time: 1562.92 ms [2021-10-04 23:40:48 main:581] : INFO : Epoch 1824 | loss: 0.0311315 | val_loss: 0.0311493 | Time: 1524.15 ms [2021-10-04 23:40:49 main:581] : INFO : Epoch 1825 | loss: 0.0311306 | val_loss: 0.0311473 | Time: 1478.09 ms [2021-10-04 23:40:51 main:581] : INFO : Epoch 1826 | loss: 0.0311318 | val_loss: 0.03115 | Time: 1620.94 ms [2021-10-04 23:40:52 main:581] : INFO : Epoch 1827 | loss: 0.0311319 | val_loss: 0.031146 | Time: 1610.37 ms [2021-10-04 23:40:54 main:581] : INFO : Epoch 1828 | loss: 0.0311382 | val_loss: 0.0311541 | Time: 1562.08 ms [2021-10-04 23:40:55 main:581] : INFO : Epoch 1829 | loss: 0.0311529 | val_loss: 0.0311504 | Time: 1620.66 ms [2021-10-04 23:40:57 main:581] : INFO : Epoch 1830 | loss: 0.0311469 | val_loss: 0.0311508 | Time: 1633.14 ms [2021-10-04 23:40:59 main:581] : INFO : Epoch 1831 | loss: 0.0311445 | val_loss: 0.031151 | Time: 1560.68 ms [2021-10-04 23:41:00 main:581] : INFO : Epoch 1832 | loss: 0.0311428 | val_loss: 0.0311536 | Time: 1471.75 ms [2021-10-04 23:41:02 main:581] : INFO : Epoch 1833 | loss: 0.0311412 | val_loss: 0.0311471 | Time: 1506.68 ms [2021-10-04 23:41:03 main:581] : INFO : Epoch 1834 | loss: 0.0311392 | val_loss: 0.031148 | Time: 1587.71 ms [2021-10-04 23:41:05 main:581] : INFO : Epoch 1835 | loss: 0.0311375 | val_loss: 0.0311453 | Time: 1465.59 ms [2021-10-04 23:41:06 main:581] : INFO : Epoch 1836 | loss: 0.031137 | val_loss: 0.0311463 | Time: 1477.28 ms [2021-10-04 23:41:08 main:581] : INFO : Epoch 1837 | loss: 0.0311365 | val_loss: 0.0311466 | Time: 1604.26 ms [2021-10-04 23:41:09 main:581] : INFO : Epoch 1838 | loss: 0.0311353 | val_loss: 0.0311483 | Time: 1633.43 ms [2021-10-04 23:41:11 main:581] : INFO : Epoch 1839 | loss: 0.0311355 | val_loss: 0.0311456 | Time: 1526.41 ms [2021-10-04 23:41:13 main:581] : INFO : Epoch 1840 | loss: 0.0311399 | val_loss: 0.0311494 | Time: 1584.65 ms [2021-10-04 23:41:14 main:581] : INFO : Epoch 1841 | loss: 0.031139 | val_loss: 0.0311507 | Time: 1632.3 ms [2021-10-04 23:41:16 main:581] : INFO : Epoch 1842 | loss: 0.0311455 | val_loss: 0.0311604 | Time: 1671.63 ms [2021-10-04 23:41:17 main:581] : INFO : Epoch 1843 | loss: 0.0311521 | val_loss: 0.0311511 | Time: 1602.45 ms [2021-10-04 23:41:19 main:581] : INFO : Epoch 1844 | loss: 0.0311464 | val_loss: 0.0311474 | Time: 1569.5 ms [2021-10-04 23:41:21 main:581] : INFO : Epoch 1845 | loss: 0.0311428 | val_loss: 0.0311492 | Time: 1628.64 ms [2021-10-04 23:41:22 main:581] : INFO : Epoch 1846 | loss: 0.0311421 | val_loss: 0.0311465 | Time: 1539.99 ms [2021-10-04 23:41:24 main:581] : INFO : Epoch 1847 | loss: 0.0311381 | val_loss: 0.031144 | Time: 1516.9 ms [2021-10-04 23:41:25 main:581] : INFO : Epoch 1848 | loss: 0.0311383 | val_loss: 0.031145 | Time: 1477.39 ms [2021-10-04 23:41:27 main:581] : INFO : Epoch 1849 | loss: 0.0311354 | val_loss: 0.0311438 | Time: 1538.78 ms [2021-10-04 23:41:28 main:581] : INFO : Epoch 1850 | loss: 0.0311343 | val_loss: 0.0311451 | Time: 1490.22 ms [2021-10-04 23:41:30 main:581] : INFO : Epoch 1851 | loss: 0.0311344 | val_loss: 0.0311486 | Time: 1512.77 ms [2021-10-04 23:41:31 main:581] : INFO : Epoch 1852 | loss: 0.0311339 | val_loss: 0.0311429 | Time: 1476.42 ms [2021-10-04 23:41:33 main:581] : INFO : Epoch 1853 | loss: 0.0311334 | val_loss: 0.0311431 | Time: 1663.17 ms [2021-10-04 23:41:35 main:581] : INFO : Epoch 1854 | loss: 0.0311329 | val_loss: 0.0311441 | Time: 1642.34 ms [2021-10-04 23:41:36 main:581] : INFO : Epoch 1855 | loss: 0.0311323 | val_loss: 0.0311463 | Time: 1606.33 ms [2021-10-04 23:41:38 main:581] : INFO : Epoch 1856 | loss: 0.031133 | val_loss: 0.0311497 | Time: 1592.68 ms [2021-10-04 23:41:39 main:581] : INFO : Epoch 1857 | loss: 0.0311346 | val_loss: 0.0311479 | Time: 1547.79 ms [2021-10-04 23:41:41 main:581] : INFO : Epoch 1858 | loss: 0.0311328 | val_loss: 0.0311526 | Time: 1637.56 ms [2021-10-04 23:41:43 main:581] : INFO : Epoch 1859 | loss: 0.0311335 | val_loss: 0.0311515 | Time: 1756.19 ms [2021-10-04 23:41:44 main:581] : INFO : Epoch 1860 | loss: 0.0311329 | val_loss: 0.0311503 | Time: 1668.3 ms [2021-10-04 23:41:46 main:581] : INFO : Epoch 1861 | loss: 0.0311337 | val_loss: 0.0311518 | Time: 1625.27 ms [2021-10-04 23:41:47 main:581] : INFO : Epoch 1862 | loss: 0.0311362 | val_loss: 0.0311629 | Time: 1494.33 ms [2021-10-04 23:41:49 main:581] : INFO : Epoch 1863 | loss: 0.0311357 | val_loss: 0.031149 | Time: 1498.72 ms [2021-10-04 23:41:50 main:581] : INFO : Epoch 1864 | loss: 0.0311312 | val_loss: 0.0311492 | Time: 1446.39 ms [2021-10-04 23:41:52 main:581] : INFO : Epoch 1865 | loss: 0.0311325 | val_loss: 0.0311511 | Time: 1607.03 ms [2021-10-04 23:41:53 main:581] : INFO : Epoch 1866 | loss: 0.0311303 | val_loss: 0.0311505 | Time: 1476.91 ms [2021-10-04 23:41:55 main:581] : INFO : Epoch 1867 | loss: 0.0311311 | val_loss: 0.0311482 | Time: 1531.36 ms [2021-10-04 23:41:57 main:581] : INFO : Epoch 1868 | loss: 0.0311301 | val_loss: 0.0311461 | Time: 1625.91 ms [2021-10-04 23:41:58 main:581] : INFO : Epoch 1869 | loss: 0.031129 | val_loss: 0.0311471 | Time: 1603.03 ms [2021-10-04 23:42:00 main:581] : INFO : Epoch 1870 | loss: 0.0311273 | val_loss: 0.0311459 | Time: 1572.85 ms [2021-10-04 23:42:01 main:581] : INFO : Epoch 1871 | loss: 0.0311276 | val_loss: 0.0311449 | Time: 1644.3 ms [2021-10-04 23:42:03 main:581] : INFO : Epoch 1872 | loss: 0.0311265 | val_loss: 0.0311472 | Time: 1561.09 ms [2021-10-04 23:42:04 main:581] : INFO : Epoch 1873 | loss: 0.0311261 | val_loss: 0.0311475 | Time: 1465.2 ms [2021-10-04 23:42:06 main:581] : INFO : Epoch 1874 | loss: 0.0311253 | val_loss: 0.0311459 | Time: 1622.4 ms [2021-10-04 23:42:08 main:581] : INFO : Epoch 1875 | loss: 0.0311279 | val_loss: 0.0311481 | Time: 1675.32 ms [2021-10-04 23:42:09 main:581] : INFO : Epoch 1876 | loss: 0.0311265 | val_loss: 0.0311442 | Time: 1572.87 ms [2021-10-04 23:42:11 main:581] : INFO : Epoch 1877 | loss: 0.0311247 | val_loss: 0.0311451 | Time: 1518.67 ms [2021-10-04 23:42:12 main:581] : INFO : Epoch 1878 | loss: 0.0311271 | val_loss: 0.0311469 | Time: 1505.72 ms [2021-10-04 23:42:14 main:581] : INFO : Epoch 1879 | loss: 0.0311244 | val_loss: 0.0311495 | Time: 1483.37 ms [2021-10-04 23:42:15 main:581] : INFO : Epoch 1880 | loss: 0.0311272 | val_loss: 0.0311465 | Time: 1574.57 ms [2021-10-04 23:42:17 main:581] : INFO : Epoch 1881 | loss: 0.0311352 | val_loss: 0.0311456 | Time: 1538.89 ms [2021-10-04 23:42:19 main:581] : INFO : Epoch 1882 | loss: 0.031132 | val_loss: 0.0311572 | Time: 1660.18 ms [2021-10-04 23:42:20 main:581] : INFO : Epoch 1883 | loss: 0.0311277 | val_loss: 0.0311515 | Time: 1616.28 ms [2021-10-04 23:42:22 main:581] : INFO : Epoch 1884 | loss: 0.0311241 | val_loss: 0.0311463 | Time: 1605.42 ms [2021-10-04 23:42:24 main:581] : INFO : Epoch 1885 | loss: 0.0311257 | val_loss: 0.0311545 | Time: 1650.92 ms [2021-10-04 23:42:25 main:581] : INFO : Epoch 1886 | loss: 0.0311287 | val_loss: 0.0311478 | Time: 1696.14 ms [2021-10-04 23:42:27 main:581] : INFO : Epoch 1887 | loss: 0.0311238 | val_loss: 0.0311495 | Time: 1603.13 ms [2021-10-04 23:42:28 main:581] : INFO : Epoch 1888 | loss: 0.0311217 | val_loss: 0.0311509 | Time: 1534.24 ms [2021-10-04 23:42:30 main:581] : INFO : Epoch 1889 | loss: 0.031125 | val_loss: 0.0311481 | Time: 1593.4 ms [2021-10-04 23:42:32 main:581] : INFO : Epoch 1890 | loss: 0.0311243 | val_loss: 0.031156 | Time: 1651.05 ms [2021-10-04 23:42:33 main:581] : INFO : Epoch 1891 | loss: 0.0311233 | val_loss: 0.0311494 | Time: 1557.16 ms [2021-10-04 23:42:35 main:581] : INFO : Epoch 1892 | loss: 0.0311229 | val_loss: 0.0311533 | Time: 1546.22 ms [2021-10-04 23:42:36 main:581] : INFO : Epoch 1893 | loss: 0.0311288 | val_loss: 0.0311634 | Time: 1544.29 ms [2021-10-04 23:42:38 main:581] : INFO : Epoch 1894 | loss: 0.0311277 | val_loss: 0.0311465 | Time: 1495.54 ms [2021-10-04 23:42:39 main:581] : INFO : Epoch 1895 | loss: 0.0311216 | val_loss: 0.0311474 | Time: 1521.34 ms [2021-10-04 23:42:41 main:581] : INFO : Epoch 1896 | loss: 0.0311235 | val_loss: 0.0311457 | Time: 1655.24 ms [2021-10-04 23:42:43 main:581] : INFO : Epoch 1897 | loss: 0.0311232 | val_loss: 0.0311535 | Time: 1621.63 ms [2021-10-04 23:42:44 main:581] : INFO : Epoch 1898 | loss: 0.0311228 | val_loss: 0.031145 | Time: 1567.68 ms [2021-10-04 23:42:46 main:581] : INFO : Epoch 1899 | loss: 0.0311225 | val_loss: 0.0311464 | Time: 1617.04 ms [2021-10-04 23:42:47 main:581] : INFO : Epoch 1900 | loss: 0.0311295 | val_loss: 0.0311461 | Time: 1593.93 ms [2021-10-04 23:42:49 main:581] : INFO : Epoch 1901 | loss: 0.0311286 | val_loss: 0.0311446 | Time: 1608.56 ms [2021-10-04 23:42:50 main:581] : INFO : Epoch 1902 | loss: 0.0311314 | val_loss: 0.0311449 | Time: 1444.7 ms [2021-10-04 23:42:52 main:581] : INFO : Epoch 1903 | loss: 0.031129 | val_loss: 0.0311441 | Time: 1445.18 ms [2021-10-04 23:42:53 main:581] : INFO : Epoch 1904 | loss: 0.0311259 | val_loss: 0.0311503 | Time: 1560.91 ms [2021-10-04 23:42:55 main:581] : INFO : Epoch 1905 | loss: 0.0311291 | val_loss: 0.0311434 | Time: 1594.19 ms [2021-10-04 23:42:57 main:581] : INFO : Epoch 1906 | loss: 0.0311242 | val_loss: 0.0311457 | Time: 1623.45 ms [2021-10-04 23:42:58 main:581] : INFO : Epoch 1907 | loss: 0.0311316 | val_loss: 0.0311489 | Time: 1538.01 ms [2021-10-04 23:43:00 main:581] : INFO : Epoch 1908 | loss: 0.0311373 | val_loss: 0.0311566 | Time: 1501.33 ms [2021-10-04 23:43:01 main:581] : INFO : Epoch 1909 | loss: 0.031135 | val_loss: 0.0311483 | Time: 1517.93 ms [2021-10-04 23:43:03 main:581] : INFO : Epoch 1910 | loss: 0.0311314 | val_loss: 0.0311485 | Time: 1619.28 ms [2021-10-04 23:43:04 main:581] : INFO : Epoch 1911 | loss: 0.0311269 | val_loss: 0.0311464 | Time: 1642.67 ms [2021-10-04 23:43:06 main:581] : INFO : Epoch 1912 | loss: 0.0311243 | val_loss: 0.0311487 | Time: 1613.03 ms [2021-10-04 23:43:08 main:581] : INFO : Epoch 1913 | loss: 0.0311259 | val_loss: 0.0311546 | Time: 1619.7 ms [2021-10-04 23:43:09 main:581] : INFO : Epoch 1914 | loss: 0.0311264 | val_loss: 0.0311482 | Time: 1631.23 ms [2021-10-04 23:43:11 main:581] : INFO : Epoch 1915 | loss: 0.0311265 | val_loss: 0.0311471 | Time: 1503.47 ms [2021-10-04 23:43:12 main:581] : INFO : Epoch 1916 | loss: 0.0311259 | val_loss: 0.0311519 | Time: 1475.76 ms [2021-10-04 23:43:14 main:581] : INFO : Epoch 1917 | loss: 0.0311264 | val_loss: 0.031146 | Time: 1516.18 ms [2021-10-04 23:43:15 main:581] : INFO : Epoch 1918 | loss: 0.0311264 | val_loss: 0.0311545 | Time: 1473.26 ms [2021-10-04 23:43:17 main:581] : INFO : Epoch 1919 | loss: 0.0311262 | val_loss: 0.0311469 | Time: 1712.21 ms [2021-10-04 23:43:19 main:581] : INFO : Epoch 1920 | loss: 0.0311366 | val_loss: 0.0311465 | Time: 1588.55 ms [2021-10-04 23:43:20 main:581] : INFO : Epoch 1921 | loss: 0.0311329 | val_loss: 0.0311523 | Time: 1561.85 ms [2021-10-04 23:43:22 main:581] : INFO : Epoch 1922 | loss: 0.0311327 | val_loss: 0.0311496 | Time: 1532.99 ms [2021-10-04 23:43:23 main:581] : INFO : Epoch 1923 | loss: 0.0311281 | val_loss: 0.0311484 | Time: 1658.13 ms [2021-10-04 23:43:25 main:581] : INFO : Epoch 1924 | loss: 0.0311264 | val_loss: 0.031144 | Time: 1668.71 ms [2021-10-04 23:43:27 main:581] : INFO : Epoch 1925 | loss: 0.0311284 | val_loss: 0.0311695 | Time: 1570.37 ms [2021-10-04 23:43:28 main:581] : INFO : Epoch 1926 | loss: 0.0311325 | val_loss: 0.031145 | Time: 1661.76 ms [2021-10-04 23:43:30 main:581] : INFO : Epoch 1927 | loss: 0.0311242 | val_loss: 0.0311498 | Time: 1681.15 ms [2021-10-04 23:43:31 main:581] : INFO : Epoch 1928 | loss: 0.0311229 | val_loss: 0.0311465 | Time: 1498.68 ms [2021-10-04 23:43:33 main:581] : INFO : Epoch 1929 | loss: 0.0311224 | val_loss: 0.0311451 | Time: 1515.25 ms [2021-10-04 23:43:35 main:581] : INFO : Epoch 1930 | loss: 0.0311209 | val_loss: 0.0311456 | Time: 1610.65 ms [2021-10-04 23:43:36 main:581] : INFO : Epoch 1931 | loss: 0.0311234 | val_loss: 0.0311437 | Time: 1547.8 ms [2021-10-04 23:43:38 main:581] : INFO : Epoch 1932 | loss: 0.0311221 | val_loss: 0.031145 | Time: 1508.6 ms [2021-10-04 23:43:39 main:581] : INFO : Epoch 1933 | loss: 0.0311227 | val_loss: 0.0311441 | Time: 1631.58 ms [2021-10-04 23:43:41 main:581] : INFO : Epoch 1934 | loss: 0.0311212 | val_loss: 0.0311462 | Time: 1715.66 ms [2021-10-04 23:43:43 main:581] : INFO : Epoch 1935 | loss: 0.0311221 | val_loss: 0.0311531 | Time: 1693.34 ms [2021-10-04 23:43:44 main:581] : INFO : Epoch 1936 | loss: 0.0311323 | val_loss: 0.0311463 | Time: 1679.04 ms [2021-10-04 23:43:46 main:581] : INFO : Epoch 1937 | loss: 0.0311242 | val_loss: 0.0311463 | Time: 1670.68 ms [2021-10-04 23:43:48 main:581] : INFO : Epoch 1938 | loss: 0.0311257 | val_loss: 0.0311437 | Time: 1716.83 ms [2021-10-04 23:43:49 main:581] : INFO : Epoch 1939 | loss: 0.031128 | val_loss: 0.0311438 | Time: 1690.13 ms [2021-10-04 23:43:51 main:581] : INFO : Epoch 1940 | loss: 0.0311226 | val_loss: 0.0311457 | Time: 1643.48 ms [2021-10-04 23:43:53 main:581] : INFO : Epoch 1941 | loss: 0.0311246 | val_loss: 0.0311438 | Time: 1638.49 ms [2021-10-04 23:43:54 main:581] : INFO : Epoch 1942 | loss: 0.0311216 | val_loss: 0.0311465 | Time: 1695.3 ms [2021-10-04 23:43:56 main:581] : INFO : Epoch 1943 | loss: 0.0311258 | val_loss: 0.0311501 | Time: 1639.05 ms [2021-10-04 23:43:57 main:581] : INFO : Epoch 1944 | loss: 0.0311231 | val_loss: 0.0311454 | Time: 1512.88 ms [2021-10-04 23:43:59 main:581] : INFO : Epoch 1945 | loss: 0.0311212 | val_loss: 0.0311463 | Time: 1519.79 ms [2021-10-04 23:44:01 main:581] : INFO : Epoch 1946 | loss: 0.0311233 | val_loss: 0.0311479 | Time: 1482.83 ms [2021-10-04 23:44:02 main:581] : INFO : Epoch 1947 | loss: 0.0311218 | val_loss: 0.0311466 | Time: 1612.62 ms [2021-10-04 23:44:04 main:581] : INFO : Epoch 1948 | loss: 0.0311236 | val_loss: 0.0311469 | Time: 1547.04 ms [2021-10-04 23:44:05 main:581] : INFO : Epoch 1949 | loss: 0.0311228 | val_loss: 0.0311463 | Time: 1543.84 ms [2021-10-04 23:44:07 main:581] : INFO : Epoch 1950 | loss: 0.0311251 | val_loss: 0.0311507 | Time: 1667.51 ms [2021-10-04 23:44:09 main:581] : INFO : Epoch 1951 | loss: 0.0311219 | val_loss: 0.031144 | Time: 1641.42 ms [2021-10-04 23:44:10 main:581] : INFO : Epoch 1952 | loss: 0.0311198 | val_loss: 0.0311465 | Time: 1644.37 ms [2021-10-04 23:44:12 main:581] : INFO : Epoch 1953 | loss: 0.0311176 | val_loss: 0.0311489 | Time: 1652.14 ms [2021-10-04 23:44:14 main:581] : INFO : Epoch 1954 | loss: 0.0311216 | val_loss: 0.0311456 | Time: 1692.27 ms [2021-10-04 23:44:15 main:581] : INFO : Epoch 1955 | loss: 0.0311276 | val_loss: 0.0311451 | Time: 1560.72 ms [2021-10-04 23:44:17 main:581] : INFO : Epoch 1956 | loss: 0.0311207 | val_loss: 0.0311486 | Time: 1670.96 ms [2021-10-04 23:44:18 main:581] : INFO : Epoch 1957 | loss: 0.0311198 | val_loss: 0.0311468 | Time: 1639.19 ms [2021-10-04 23:44:20 main:581] : INFO : Epoch 1958 | loss: 0.0311196 | val_loss: 0.0311476 | Time: 1577.4 ms [2021-10-04 23:44:21 main:581] : INFO : Epoch 1959 | loss: 0.0311202 | val_loss: 0.031151 | Time: 1497.8 ms [2021-10-04 23:44:23 main:581] : INFO : Epoch 1960 | loss: 0.0311229 | val_loss: 0.031156 | Time: 1447.62 ms [2021-10-04 23:44:25 main:581] : INFO : Epoch 1961 | loss: 0.0311385 | val_loss: 0.0311507 | Time: 1602.79 ms [2021-10-04 23:44:26 main:581] : INFO : Epoch 1962 | loss: 0.0311381 | val_loss: 0.0311519 | Time: 1499.01 ms [2021-10-04 23:44:28 main:581] : INFO : Epoch 1963 | loss: 0.0311336 | val_loss: 0.0311534 | Time: 1625.86 ms [2021-10-04 23:44:29 main:581] : INFO : Epoch 1964 | loss: 0.031134 | val_loss: 0.0311473 | Time: 1660.98 ms [2021-10-04 23:44:31 main:581] : INFO : Epoch 1965 | loss: 0.0311284 | val_loss: 0.0311464 | Time: 1613.99 ms [2021-10-04 23:44:33 main:581] : INFO : Epoch 1966 | loss: 0.0311277 | val_loss: 0.0311497 | Time: 1693.38 ms [2021-10-04 23:44:34 main:581] : INFO : Epoch 1967 | loss: 0.0311266 | val_loss: 0.0311485 | Time: 1648.46 ms [2021-10-04 23:44:36 main:581] : INFO : Epoch 1968 | loss: 0.0311244 | val_loss: 0.0311494 | Time: 1482.98 ms [2021-10-04 23:44:37 main:581] : INFO : Epoch 1969 | loss: 0.0311256 | val_loss: 0.0311473 | Time: 1621.78 ms [2021-10-04 23:44:39 main:581] : INFO : Epoch 1970 | loss: 0.0311252 | val_loss: 0.0311554 | Time: 1675.87 ms [2021-10-04 23:44:41 main:581] : INFO : Epoch 1971 | loss: 0.0311238 | val_loss: 0.0311528 | Time: 1648.43 ms [2021-10-04 23:44:42 main:581] : INFO : Epoch 1972 | loss: 0.0311294 | val_loss: 0.031162 | Time: 1512.85 ms [2021-10-04 23:44:44 main:581] : INFO : Epoch 1973 | loss: 0.0311364 | val_loss: 0.0311527 | Time: 1481.02 ms [2021-10-04 23:44:45 main:581] : INFO : Epoch 1974 | loss: 0.031129 | val_loss: 0.0311725 | Time: 1443.46 ms [2021-10-04 23:44:47 main:581] : INFO : Epoch 1975 | loss: 0.0311362 | val_loss: 0.0311514 | Time: 1681.64 ms [2021-10-04 23:44:49 main:581] : INFO : Epoch 1976 | loss: 0.0311232 | val_loss: 0.0311574 | Time: 1710.46 ms [2021-10-04 23:44:50 main:581] : INFO : Epoch 1977 | loss: 0.0311238 | val_loss: 0.0311467 | Time: 1530.13 ms [2021-10-04 23:44:52 main:581] : INFO : Epoch 1978 | loss: 0.0311209 | val_loss: 0.031152 | Time: 1630.67 ms [2021-10-04 23:44:53 main:581] : INFO : Epoch 1979 | loss: 0.0311244 | val_loss: 0.0311535 | Time: 1708.34 ms [2021-10-04 23:44:55 main:581] : INFO : Epoch 1980 | loss: 0.0311217 | val_loss: 0.0311512 | Time: 1531.1 ms [2021-10-04 23:44:56 main:581] : INFO : Epoch 1981 | loss: 0.0311249 | val_loss: 0.0311512 | Time: 1474.11 ms [2021-10-04 23:44:58 main:581] : INFO : Epoch 1982 | loss: 0.0311196 | val_loss: 0.0311529 | Time: 1513.12 ms [2021-10-04 23:45:00 main:581] : INFO : Epoch 1983 | loss: 0.0311272 | val_loss: 0.031161 | Time: 1628.31 ms [2021-10-04 23:45:01 main:581] : INFO : Epoch 1984 | loss: 0.0311263 | val_loss: 0.0311482 | Time: 1608.53 ms [2021-10-04 23:45:03 main:581] : INFO : Epoch 1985 | loss: 0.0311281 | val_loss: 0.0311575 | Time: 1670.46 ms [2021-10-04 23:45:04 main:581] : INFO : Epoch 1986 | loss: 0.0311271 | val_loss: 0.0311504 | Time: 1641.8 ms [2021-10-04 23:45:06 main:581] : INFO : Epoch 1987 | loss: 0.0311223 | val_loss: 0.0311503 | Time: 1484.13 ms [2021-10-04 23:45:08 main:581] : INFO : Epoch 1988 | loss: 0.0311242 | val_loss: 0.0311462 | Time: 1610.32 ms [2021-10-04 23:45:09 main:581] : INFO : Epoch 1989 | loss: 0.0311283 | val_loss: 0.031153 | Time: 1640.48 ms [2021-10-04 23:45:11 main:581] : INFO : Epoch 1990 | loss: 0.0311284 | val_loss: 0.0311492 | Time: 1653.07 ms [2021-10-04 23:45:12 main:581] : INFO : Epoch 1991 | loss: 0.0311253 | val_loss: 0.0311499 | Time: 1651.62 ms [2021-10-04 23:45:14 main:581] : INFO : Epoch 1992 | loss: 0.0311278 | val_loss: 0.0311552 | Time: 1671.4 ms [2021-10-04 23:45:16 main:581] : INFO : Epoch 1993 | loss: 0.0311279 | val_loss: 0.0311451 | Time: 1611.71 ms [2021-10-04 23:45:17 main:581] : INFO : Epoch 1994 | loss: 0.0311227 | val_loss: 0.031148 | Time: 1547.45 ms [2021-10-04 23:45:19 main:581] : INFO : Epoch 1995 | loss: 0.0311221 | val_loss: 0.0311461 | Time: 1489.19 ms [2021-10-04 23:45:20 main:581] : INFO : Epoch 1996 | loss: 0.0311183 | val_loss: 0.0311472 | Time: 1553.23 ms [2021-10-04 23:45:22 main:581] : INFO : Epoch 1997 | loss: 0.0311182 | val_loss: 0.0311482 | Time: 1602.4 ms [2021-10-04 23:45:24 main:581] : INFO : Epoch 1998 | loss: 0.0311187 | val_loss: 0.0311471 | Time: 1657.16 ms [2021-10-04 23:45:25 main:581] : INFO : Epoch 1999 | loss: 0.0311194 | val_loss: 0.0311486 | Time: 1706.67 ms [2021-10-04 23:45:27 main:581] : INFO : Epoch 2000 | loss: 0.0311176 | val_loss: 0.0311487 | Time: 1584.12 ms [2021-10-04 23:45:29 main:581] : INFO : Epoch 2001 | loss: 0.0311176 | val_loss: 0.0311495 | Time: 1568.78 ms [2021-10-04 23:45:30 main:581] : INFO : Epoch 2002 | loss: 0.0311209 | val_loss: 0.0311494 | Time: 1636.39 ms [2021-10-04 23:45:32 main:581] : INFO : Epoch 2003 | loss: 0.0311233 | val_loss: 0.031147 | Time: 1650.64 ms [2021-10-04 23:45:33 main:581] : INFO : Epoch 2004 | loss: 0.0311192 | val_loss: 0.031146 | Time: 1614.95 ms [2021-10-04 23:45:35 main:581] : INFO : Epoch 2005 | loss: 0.0311197 | val_loss: 0.0311535 | Time: 1576.61 ms [2021-10-04 23:45:37 main:581] : INFO : Epoch 2006 | loss: 0.0311183 | val_loss: 0.0311513 | Time: 1616.64 ms [2021-10-04 23:45:38 main:581] : INFO : Epoch 2007 | loss: 0.0311226 | val_loss: 0.031154 | Time: 1547.49 ms [2021-10-04 23:45:40 main:581] : INFO : Epoch 2008 | loss: 0.0311244 | val_loss: 0.0311519 | Time: 1539.69 ms [2021-10-04 23:45:41 main:581] : INFO : Epoch 2009 | loss: 0.0311216 | val_loss: 0.0311516 | Time: 1590.94 ms [2021-10-04 23:45:43 main:581] : INFO : Epoch 2010 | loss: 0.0311209 | val_loss: 0.0311463 | Time: 1512.19 ms [2021-10-04 23:45:44 main:581] : INFO : Epoch 2011 | loss: 0.0311172 | val_loss: 0.0311461 | Time: 1499.02 ms [2021-10-04 23:45:46 main:581] : INFO : Epoch 2012 | loss: 0.0311155 | val_loss: 0.0311481 | Time: 1500.86 ms [2021-10-04 23:45:47 main:581] : INFO : Epoch 2013 | loss: 0.0311173 | val_loss: 0.0311492 | Time: 1661.24 ms [2021-10-04 23:45:49 main:581] : INFO : Epoch 2014 | loss: 0.0311188 | val_loss: 0.0311446 | Time: 1665.51 ms [2021-10-04 23:45:51 main:581] : INFO : Epoch 2015 | loss: 0.031117 | val_loss: 0.0311492 | Time: 1585.01 ms [2021-10-04 23:45:52 main:581] : INFO : Epoch 2016 | loss: 0.0311219 | val_loss: 0.031155 | Time: 1661.69 ms [2021-10-04 23:45:54 main:581] : INFO : Epoch 2017 | loss: 0.0311193 | val_loss: 0.0311473 | Time: 1609.91 ms [2021-10-04 23:45:56 main:581] : INFO : Epoch 2018 | loss: 0.0311188 | val_loss: 0.0311444 | Time: 1693 ms [2021-10-04 23:45:57 main:581] : INFO : Epoch 2019 | loss: 0.0311168 | val_loss: 0.0311528 | Time: 1675.29 ms [2021-10-04 23:45:59 main:581] : INFO : Epoch 2020 | loss: 0.0311218 | val_loss: 0.0311445 | Time: 1637.07 ms [2021-10-04 23:46:01 main:581] : INFO : Epoch 2021 | loss: 0.0311197 | val_loss: 0.0311558 | Time: 1624.22 ms [2021-10-04 23:46:02 main:581] : INFO : Epoch 2022 | loss: 0.0311195 | val_loss: 0.0311483 | Time: 1564.85 ms [2021-10-04 23:46:04 main:581] : INFO : Epoch 2023 | loss: 0.0311181 | val_loss: 0.0311498 | Time: 1553.35 ms [2021-10-04 23:46:05 main:581] : INFO : Epoch 2024 | loss: 0.03112 | val_loss: 0.0311544 | Time: 1518.41 ms [2021-10-04 23:46:07 main:581] : INFO : Epoch 2025 | loss: 0.0311203 | val_loss: 0.031145 | Time: 1663.38 ms [2021-10-04 23:46:09 main:581] : INFO : Epoch 2026 | loss: 0.0311196 | val_loss: 0.0311524 | Time: 1616.15 ms [2021-10-04 23:46:10 main:581] : INFO : Epoch 2027 | loss: 0.03112 | val_loss: 0.0311472 | Time: 1691.19 ms [2021-10-04 23:46:12 main:581] : INFO : Epoch 2028 | loss: 0.0311156 | val_loss: 0.0311449 | Time: 1649.03 ms [2021-10-04 23:46:13 main:581] : INFO : Epoch 2029 | loss: 0.0311163 | val_loss: 0.0311663 | Time: 1541.39 ms [2021-10-04 23:46:15 main:581] : INFO : Epoch 2030 | loss: 0.0311277 | val_loss: 0.0311484 | Time: 1642.1 ms [2021-10-04 23:46:17 main:581] : INFO : Epoch 2031 | loss: 0.0311192 | val_loss: 0.0311497 | Time: 1689.12 ms [2021-10-04 23:46:18 main:581] : INFO : Epoch 2032 | loss: 0.0311172 | val_loss: 0.0311455 | Time: 1508.02 ms [2021-10-04 23:46:20 main:581] : INFO : Epoch 2033 | loss: 0.0311168 | val_loss: 0.0311421 | Time: 1465.82 ms [2021-10-04 23:46:21 main:581] : INFO : Epoch 2034 | loss: 0.0311187 | val_loss: 0.0311525 | Time: 1482.98 ms [2021-10-04 23:46:23 main:581] : INFO : Epoch 2035 | loss: 0.0311176 | val_loss: 0.0311533 | Time: 1477.63 ms [2021-10-04 23:46:24 main:581] : INFO : Epoch 2036 | loss: 0.0311181 | val_loss: 0.0311529 | Time: 1491.04 ms [2021-10-04 23:46:26 main:581] : INFO : Epoch 2037 | loss: 0.0311237 | val_loss: 0.0311527 | Time: 1612.52 ms [2021-10-04 23:46:27 main:581] : INFO : Epoch 2038 | loss: 0.0311183 | val_loss: 0.0311482 | Time: 1636.74 ms [2021-10-04 23:46:29 main:581] : INFO : Epoch 2039 | loss: 0.0311246 | val_loss: 0.0311461 | Time: 1636.36 ms [2021-10-04 23:46:31 main:581] : INFO : Epoch 2040 | loss: 0.0311202 | val_loss: 0.0311504 | Time: 1628.99 ms [2021-10-04 23:46:32 main:581] : INFO : Epoch 2041 | loss: 0.0311131 | val_loss: 0.0311494 | Time: 1593.91 ms [2021-10-04 23:46:34 main:581] : INFO : Epoch 2042 | loss: 0.0311209 | val_loss: 0.0311448 | Time: 1532.64 ms [2021-10-04 23:46:35 main:581] : INFO : Epoch 2043 | loss: 0.031116 | val_loss: 0.0311522 | Time: 1618.56 ms [2021-10-04 23:46:37 main:581] : INFO : Epoch 2044 | loss: 0.0311168 | val_loss: 0.0311526 | Time: 1652.72 ms [2021-10-04 23:46:39 main:581] : INFO : Epoch 2045 | loss: 0.0311155 | val_loss: 0.0311532 | Time: 1618.57 ms [2021-10-04 23:46:40 main:581] : INFO : Epoch 2046 | loss: 0.0311155 | val_loss: 0.0311443 | Time: 1603.16 ms [2021-10-04 23:46:42 main:581] : INFO : Epoch 2047 | loss: 0.0311107 | val_loss: 0.0311465 | Time: 1461.18 ms [2021-10-04 23:46:43 main:581] : INFO : Epoch 2048 | loss: 0.0311132 | val_loss: 0.0311465 | Time: 1536.68 ms [2021-10-04 23:46:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311465 [2021-10-04 23:46:43 main:610] : INFO : Saving end state to config to file [2021-10-04 23:46:43 main:615] : INFO : Success, exiting.. 23:46:43 (28363): 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)