Task 7424015
| Name | ParityModified-1631733253-14529-1_0 |
| Workunit | 5096250 |
| Created | 17 Sep 2021, 18:33:08 UTC |
| Sent | 26 Sep 2021, 16:05:45 UTC |
| Report deadline | 3 Oct 2021, 16:05:45 UTC |
| Received | 27 Sep 2021, 7:03:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 54 min 46 sec |
| CPU time | 54 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311256 | val_loss: 0.0311539 | Time: 1617.02 ms [2021-09-27 01:48:24 main:574] : INFO : Epoch 1543 | loss: 0.0311245 | val_loss: 0.0311528 | Time: 1583.39 ms [2021-09-27 01:48:26 main:574] : INFO : Epoch 1544 | loss: 0.0311251 | val_loss: 0.0311547 | Time: 1601.79 ms [2021-09-27 01:48:28 main:574] : INFO : Epoch 1545 | loss: 0.0311236 | val_loss: 0.0311502 | Time: 1614.06 ms [2021-09-27 01:48:29 main:574] : INFO : Epoch 1546 | loss: 0.0311251 | val_loss: 0.0311569 | Time: 1574.91 ms [2021-09-27 01:48:31 main:574] : INFO : Epoch 1547 | loss: 0.0311259 | val_loss: 0.031154 | Time: 1597.7 ms [2021-09-27 01:48:32 main:574] : INFO : Epoch 1548 | loss: 0.0311231 | val_loss: 0.0311544 | Time: 1606.02 ms [2021-09-27 01:48:34 main:574] : INFO : Epoch 1549 | loss: 0.0311244 | val_loss: 0.0311555 | Time: 1622.43 ms [2021-09-27 01:48:36 main:574] : INFO : Epoch 1550 | loss: 0.0311259 | val_loss: 0.031156 | Time: 1611.37 ms [2021-09-27 01:48:37 main:574] : INFO : Epoch 1551 | loss: 0.0311236 | val_loss: 0.0311544 | Time: 1622.5 ms [2021-09-27 01:48:39 main:574] : INFO : Epoch 1552 | loss: 0.0311222 | val_loss: 0.0311519 | Time: 1621.32 ms [2021-09-27 01:48:41 main:574] : INFO : Epoch 1553 | loss: 0.0311214 | val_loss: 0.0311564 | Time: 1610.89 ms [2021-09-27 01:48:42 main:574] : INFO : Epoch 1554 | loss: 0.0311213 | val_loss: 0.0311558 | Time: 1610.43 ms [2021-09-27 01:48:44 main:574] : INFO : Epoch 1555 | loss: 0.0311228 | val_loss: 0.0311606 | Time: 1606.87 ms [2021-09-27 01:48:45 main:574] : INFO : Epoch 1556 | loss: 0.0311289 | val_loss: 0.0311522 | Time: 1616.88 ms [2021-09-27 01:48:47 main:574] : INFO : Epoch 1557 | loss: 0.031131 | val_loss: 0.0311525 | Time: 1590.25 ms [2021-09-27 01:48:49 main:574] : INFO : Epoch 1558 | loss: 0.0311297 | val_loss: 0.0311507 | Time: 1582.79 ms [2021-09-27 01:48:50 main:574] : INFO : Epoch 1559 | loss: 0.0311277 | val_loss: 0.0311534 | Time: 1615.05 ms [2021-09-27 01:48:52 main:574] : INFO : Epoch 1560 | loss: 0.0311283 | val_loss: 0.0311515 | Time: 1615.3 ms [2021-09-27 01:48:53 main:574] : INFO : Epoch 1561 | loss: 0.0311254 | val_loss: 0.0311523 | Time: 1630.47 ms [2021-09-27 01:48:55 main:574] : INFO : Epoch 1562 | loss: 0.0311232 | val_loss: 0.0311548 | Time: 1598.03 ms [2021-09-27 01:48:57 main:574] : INFO : Epoch 1563 | loss: 0.0311219 | val_loss: 0.0311542 | Time: 1618.09 ms [2021-09-27 01:48:58 main:574] : INFO : Epoch 1564 | loss: 0.0311211 | val_loss: 0.0311512 | Time: 1607.73 ms [2021-09-27 01:49:00 main:574] : INFO : Epoch 1565 | loss: 0.0311235 | val_loss: 0.0311558 | Time: 1624 ms [2021-09-27 01:49:02 main:574] : INFO : Epoch 1566 | loss: 0.0311218 | val_loss: 0.0311573 | Time: 1628.18 ms [2021-09-27 01:49:03 main:574] : INFO : Epoch 1567 | loss: 0.0311211 | val_loss: 0.0311559 | Time: 1622.41 ms [2021-09-27 01:49:05 main:574] : INFO : Epoch 1568 | loss: 0.0311223 | val_loss: 0.031156 | Time: 1586.78 ms [2021-09-27 01:49:06 main:574] : INFO : Epoch 1569 | loss: 0.0311232 | val_loss: 0.0311583 | Time: 1614.3 ms [2021-09-27 01:49:08 main:574] : INFO : Epoch 1570 | loss: 0.031123 | val_loss: 0.0311654 | Time: 1607.15 ms [2021-09-27 01:49:10 main:574] : INFO : Epoch 1571 | loss: 0.0311266 | val_loss: 0.0311583 | Time: 1616.14 ms [2021-09-27 01:49:11 main:574] : INFO : Epoch 1572 | loss: 0.0311356 | val_loss: 0.0311542 | Time: 1635.54 ms [2021-09-27 01:49:13 main:574] : INFO : Epoch 1573 | loss: 0.0311313 | val_loss: 0.0311519 | Time: 1646.28 ms [2021-09-27 01:49:15 main:574] : INFO : Epoch 1574 | loss: 0.0311303 | val_loss: 0.0311558 | Time: 1599.47 ms [2021-09-27 01:49:16 main:574] : INFO : Epoch 1575 | loss: 0.0311304 | val_loss: 0.0311501 | Time: 1621.34 ms [2021-09-27 01:49:18 main:574] : INFO : Epoch 1576 | loss: 0.0311355 | val_loss: 0.0311648 | Time: 1592.99 ms [2021-09-27 01:49:19 main:574] : INFO : Epoch 1577 | loss: 0.0311452 | val_loss: 0.0311577 | Time: 1594.2 ms [2021-09-27 01:49:21 main:574] : INFO : Epoch 1578 | loss: 0.0311431 | val_loss: 0.0311692 | Time: 1627.2 ms [2021-09-27 01:49:23 main:574] : INFO : Epoch 1579 | loss: 0.0311377 | val_loss: 0.0311533 | Time: 1598.76 ms [2021-09-27 01:49:24 main:574] : INFO : Epoch 1580 | loss: 0.0311311 | val_loss: 0.0311571 | Time: 1624.64 ms [2021-09-27 01:49:26 main:574] : INFO : Epoch 1581 | loss: 0.0311286 | val_loss: 0.0311582 | Time: 1605.98 ms [2021-09-27 01:49:28 main:574] : INFO : Epoch 1582 | loss: 0.0311282 | val_loss: 0.0311518 | Time: 1607.52 ms [2021-09-27 01:49:29 main:574] : INFO : Epoch 1583 | loss: 0.0311254 | val_loss: 0.0311576 | Time: 1624.7 ms [2021-09-27 01:49:31 main:574] : INFO : Epoch 1584 | loss: 0.0311247 | val_loss: 0.0311579 | Time: 1627.66 ms [2021-09-27 01:49:32 main:574] : INFO : Epoch 1585 | loss: 0.0311279 | val_loss: 0.0311625 | Time: 1609.99 ms [2021-09-27 01:49:34 main:574] : INFO : Epoch 1586 | loss: 0.0311281 | val_loss: 0.0311584 | Time: 1625.4 ms [2021-09-27 01:49:36 main:574] : INFO : Epoch 1587 | loss: 0.0311245 | val_loss: 0.031159 | Time: 1602.32 ms [2021-09-27 01:49:37 main:574] : INFO : Epoch 1588 | loss: 0.0311254 | val_loss: 0.0311625 | Time: 1575.85 ms [2021-09-27 01:49:39 main:574] : INFO : Epoch 1589 | loss: 0.0311354 | val_loss: 0.0311594 | Time: 1553.79 ms [2021-09-27 01:49:40 main:574] : INFO : Epoch 1590 | loss: 0.0311351 | val_loss: 0.0311587 | Time: 1599.96 ms [2021-09-27 01:49:42 main:574] : INFO : Epoch 1591 | loss: 0.0311316 | val_loss: 0.0311551 | Time: 1591.1 ms [2021-09-27 01:49:44 main:574] : INFO : Epoch 1592 | loss: 0.0311316 | val_loss: 0.0311549 | Time: 1616.82 ms [2021-09-27 01:49:45 main:574] : INFO : Epoch 1593 | loss: 0.0311282 | val_loss: 0.0311535 | Time: 1635.52 ms [2021-09-27 01:49:47 main:574] : INFO : Epoch 1594 | loss: 0.0311264 | val_loss: 0.031153 | Time: 1612.04 ms [2021-09-27 01:49:48 main:574] : INFO : Epoch 1595 | loss: 0.031126 | val_loss: 0.0311535 | Time: 1602 ms [2021-09-27 01:49:50 main:574] : INFO : Epoch 1596 | loss: 0.0311243 | val_loss: 0.0311535 | Time: 1597.46 ms [2021-09-27 01:49:52 main:574] : INFO : Epoch 1597 | loss: 0.0311254 | val_loss: 0.0311585 | Time: 1617.66 ms [2021-09-27 01:49:53 main:574] : INFO : Epoch 1598 | loss: 0.0311223 | val_loss: 0.0311543 | Time: 1591.81 ms [2021-09-27 01:49:55 main:574] : INFO : Epoch 1599 | loss: 0.0311213 | val_loss: 0.0311503 | Time: 1614.81 ms [2021-09-27 01:49:57 main:574] : INFO : Epoch 1600 | loss: 0.0311245 | val_loss: 0.0311565 | Time: 1617.83 ms [2021-09-27 01:49:58 main:574] : INFO : Epoch 1601 | loss: 0.0311379 | val_loss: 0.0311587 | Time: 1621.33 ms [2021-09-27 01:50:00 main:574] : INFO : Epoch 1602 | loss: 0.0311367 | val_loss: 0.0311507 | Time: 1593 ms [2021-09-27 01:50:01 main:574] : INFO : Epoch 1603 | loss: 0.0311307 | val_loss: 0.0311491 | Time: 1591.27 ms [2021-09-27 01:50:03 main:574] : INFO : Epoch 1604 | loss: 0.0311293 | val_loss: 0.0311525 | Time: 1597.49 ms [2021-09-27 01:50:05 main:574] : INFO : Epoch 1605 | loss: 0.0311278 | val_loss: 0.0311475 | Time: 1612.19 ms [2021-09-27 01:50:06 main:574] : INFO : Epoch 1606 | loss: 0.0311345 | val_loss: 0.0311513 | Time: 1586.91 ms [2021-09-27 01:50:08 main:574] : INFO : Epoch 1607 | loss: 0.0311331 | val_loss: 0.0311464 | Time: 1616.72 ms [2021-09-27 01:50:09 main:574] : INFO : Epoch 1608 | loss: 0.0311301 | val_loss: 0.0311498 | Time: 1616.9 ms [2021-09-27 01:50:11 main:574] : INFO : Epoch 1609 | loss: 0.0311277 | val_loss: 0.0311499 | Time: 1597.18 ms [2021-09-27 01:50:13 main:574] : INFO : Epoch 1610 | loss: 0.0311291 | val_loss: 0.031148 | Time: 1597.15 ms [2021-09-27 01:50:14 main:574] : INFO : Epoch 1611 | loss: 0.0311261 | val_loss: 0.0311492 | Time: 1623.11 ms [2021-09-27 01:50:16 main:574] : INFO : Epoch 1612 | loss: 0.0311255 | val_loss: 0.0311471 | Time: 1586.2 ms [2021-09-27 01:50:17 main:574] : INFO : Epoch 1613 | loss: 0.0311222 | val_loss: 0.0311506 | Time: 1616.1 ms [2021-09-27 01:50:19 main:574] : INFO : Epoch 1614 | loss: 0.0311221 | val_loss: 0.0311479 | Time: 1625.58 ms [2021-09-27 01:50:21 main:574] : INFO : Epoch 1615 | loss: 0.031122 | val_loss: 0.0311471 | Time: 1621.98 ms [2021-09-27 01:50:22 main:574] : INFO : Epoch 1616 | loss: 0.0311204 | val_loss: 0.0311523 | Time: 1622.85 ms [2021-09-27 01:50:24 main:574] : INFO : Epoch 1617 | loss: 0.031123 | val_loss: 0.0311486 | Time: 1617.55 ms [2021-09-27 01:50:26 main:574] : INFO : Epoch 1618 | loss: 0.0311203 | val_loss: 0.0311541 | Time: 1595.02 ms [2021-09-27 01:50:27 main:574] : INFO : Epoch 1619 | loss: 0.0311218 | val_loss: 0.0311531 | Time: 1603.01 ms [2021-09-27 01:50:29 main:574] : INFO : Epoch 1620 | loss: 0.0311214 | val_loss: 0.031155 | Time: 1605.91 ms [2021-09-27 01:50:30 main:574] : INFO : Epoch 1621 | loss: 0.0311241 | val_loss: 0.0311525 | Time: 1640.64 ms [2021-09-27 01:50:32 main:574] : INFO : Epoch 1622 | loss: 0.0311225 | val_loss: 0.031152 | Time: 1602.44 ms [2021-09-27 01:50:34 main:574] : INFO : Epoch 1623 | loss: 0.0311244 | val_loss: 0.0311535 | Time: 1603.5 ms [2021-09-27 01:50:35 main:574] : INFO : Epoch 1624 | loss: 0.0311224 | val_loss: 0.0311547 | Time: 1629.41 ms [2021-09-27 01:50:37 main:574] : INFO : Epoch 1625 | loss: 0.0311207 | val_loss: 0.0311655 | Time: 1614.09 ms [2021-09-27 01:50:39 main:574] : INFO : Epoch 1626 | loss: 0.0311182 | val_loss: 0.0311543 | Time: 1594.97 ms [2021-09-27 01:50:40 main:574] : INFO : Epoch 1627 | loss: 0.031119 | val_loss: 0.0311496 | Time: 1593.03 ms [2021-09-27 01:50:42 main:574] : INFO : Epoch 1628 | loss: 0.0311199 | val_loss: 0.0311506 | Time: 1572.49 ms [2021-09-27 01:50:43 main:574] : INFO : Epoch 1629 | loss: 0.0311182 | val_loss: 0.0311551 | Time: 1610.32 ms [2021-09-27 01:50:45 main:574] : INFO : Epoch 1630 | loss: 0.0311177 | val_loss: 0.031147 | Time: 1597.84 ms [2021-09-27 01:50:47 main:574] : INFO : Epoch 1631 | loss: 0.0311164 | val_loss: 0.0311536 | Time: 1586.66 ms [2021-09-27 01:50:48 main:574] : INFO : Epoch 1632 | loss: 0.0311166 | val_loss: 0.0311527 | Time: 1605.75 ms [2021-09-27 01:50:50 main:574] : INFO : Epoch 1633 | loss: 0.0311153 | val_loss: 0.0311525 | Time: 1620.87 ms [2021-09-27 01:50:51 main:574] : INFO : Epoch 1634 | loss: 0.0311218 | val_loss: 0.0311487 | Time: 1646.32 ms [2021-09-27 01:50:53 main:574] : INFO : Epoch 1635 | loss: 0.0311223 | val_loss: 0.0311508 | Time: 1614.19 ms [2021-09-27 01:50:55 main:574] : INFO : Epoch 1636 | loss: 0.0311214 | val_loss: 0.0311575 | Time: 1616.47 ms [2021-09-27 01:50:56 main:574] : INFO : Epoch 1637 | loss: 0.0311206 | val_loss: 0.0311533 | Time: 1613.06 ms [2021-09-27 01:50:58 main:574] : INFO : Epoch 1638 | loss: 0.0311181 | val_loss: 0.0311501 | Time: 1639.58 ms [2021-09-27 01:51:00 main:574] : INFO : Epoch 1639 | loss: 0.0311136 | val_loss: 0.03115 | Time: 1623.41 ms [2021-09-27 01:51:01 main:574] : INFO : Epoch 1640 | loss: 0.0311183 | val_loss: 0.0311544 | Time: 1591.64 ms [2021-09-27 01:51:03 main:574] : INFO : Epoch 1641 | loss: 0.031134 | val_loss: 0.0311561 | Time: 1601.86 ms [2021-09-27 01:51:04 main:574] : INFO : Epoch 1642 | loss: 0.0311343 | val_loss: 0.0311506 | Time: 1600.41 ms [2021-09-27 01:51:06 main:574] : INFO : Epoch 1643 | loss: 0.0311303 | val_loss: 0.0311512 | Time: 1590.94 ms [2021-09-27 01:51:08 main:574] : INFO : Epoch 1644 | loss: 0.0311239 | val_loss: 0.0311516 | Time: 1612.68 ms [2021-09-27 01:51:09 main:574] : INFO : Epoch 1645 | loss: 0.0311216 | val_loss: 0.0311486 | Time: 1594.71 ms [2021-09-27 01:51:11 main:574] : INFO : Epoch 1646 | loss: 0.0311199 | val_loss: 0.031153 | Time: 1596.13 ms [2021-09-27 01:51:12 main:574] : INFO : Epoch 1647 | loss: 0.0311195 | val_loss: 0.0311534 | Time: 1618.89 ms [2021-09-27 01:51:14 main:574] : INFO : Epoch 1648 | loss: 0.031124 | val_loss: 0.0311501 | Time: 1596.28 ms [2021-09-27 01:51:16 main:574] : INFO : Epoch 1649 | loss: 0.0311246 | val_loss: 0.0311504 | Time: 1625.33 ms [2021-09-27 01:51:17 main:574] : INFO : Epoch 1650 | loss: 0.0311252 | val_loss: 0.0311493 | Time: 1634.77 ms [2021-09-27 01:51:19 main:574] : INFO : Epoch 1651 | loss: 0.0311205 | val_loss: 0.0311506 | Time: 1593.37 ms [2021-09-27 01:51:21 main:574] : INFO : Epoch 1652 | loss: 0.031117 | val_loss: 0.0311513 | Time: 1675.79 ms [2021-09-27 01:51:22 main:574] : INFO : Epoch 1653 | loss: 0.0311194 | val_loss: 0.0311476 | Time: 1610.81 ms [2021-09-27 01:51:24 main:574] : INFO : Epoch 1654 | loss: 0.0311168 | val_loss: 0.0311484 | Time: 1568.99 ms [2021-09-27 01:51:25 main:574] : INFO : Epoch 1655 | loss: 0.0311162 | val_loss: 0.0311491 | Time: 1607.63 ms [2021-09-27 01:51:27 main:574] : INFO : Epoch 1656 | loss: 0.03112 | val_loss: 0.03115 | Time: 1619.52 ms [2021-09-27 01:51:29 main:574] : INFO : Epoch 1657 | loss: 0.0311213 | val_loss: 0.0311543 | Time: 1617.49 ms [2021-09-27 01:51:30 main:574] : INFO : Epoch 1658 | loss: 0.0311144 | val_loss: 0.0311489 | Time: 1591.9 ms [2021-09-27 01:51:32 main:574] : INFO : Epoch 1659 | loss: 0.0311141 | val_loss: 0.0311612 | Time: 1609.71 ms [2021-09-27 01:51:33 main:574] : INFO : Epoch 1660 | loss: 0.031116 | val_loss: 0.0311495 | Time: 1615.11 ms [2021-09-27 01:51:35 main:574] : INFO : Epoch 1661 | loss: 0.0311143 | val_loss: 0.0311607 | Time: 1613.3 ms [2021-09-27 01:51:37 main:574] : INFO : Epoch 1662 | loss: 0.0311165 | val_loss: 0.0311519 | Time: 1603.77 ms [2021-09-27 01:51:38 main:574] : INFO : Epoch 1663 | loss: 0.0311173 | val_loss: 0.031157 | Time: 1630.07 ms [2021-09-27 01:51:40 main:574] : INFO : Epoch 1664 | loss: 0.0311143 | val_loss: 0.0311515 | Time: 1608.19 ms [2021-09-27 01:51:42 main:574] : INFO : Epoch 1665 | loss: 0.0311162 | val_loss: 0.0311527 | Time: 1623.06 ms [2021-09-27 01:51:43 main:574] : INFO : Epoch 1666 | loss: 0.0311149 | val_loss: 0.0311558 | Time: 1610.76 ms [2021-09-27 01:51:45 main:574] : INFO : Epoch 1667 | loss: 0.0311154 | val_loss: 0.03115 | Time: 1608.58 ms [2021-09-27 01:51:46 main:574] : INFO : Epoch 1668 | loss: 0.0311119 | val_loss: 0.0311547 | Time: 1631.77 ms [2021-09-27 01:51:48 main:574] : INFO : Epoch 1669 | loss: 0.031112 | val_loss: 0.0311565 | Time: 1625.58 ms [2021-09-27 01:51:50 main:574] : INFO : Epoch 1670 | loss: 0.0311132 | val_loss: 0.0311521 | Time: 1605.17 ms [2021-09-27 01:51:51 main:574] : INFO : Epoch 1671 | loss: 0.0311128 | val_loss: 0.0311525 | Time: 1619.17 ms [2021-09-27 01:51:53 main:574] : INFO : Epoch 1672 | loss: 0.0311106 | val_loss: 0.031156 | Time: 1634.67 ms [2021-09-27 01:51:55 main:574] : INFO : Epoch 1673 | loss: 0.0311119 | val_loss: 0.0311591 | Time: 1592.74 ms [2021-09-27 01:51:56 main:574] : INFO : Epoch 1674 | loss: 0.0311128 | val_loss: 0.0311556 | Time: 1619.33 ms [2021-09-27 01:51:58 main:574] : INFO : Epoch 1675 | loss: 0.0311157 | val_loss: 0.0311532 | Time: 1634.5 ms [2021-09-27 01:51:59 main:574] : INFO : Epoch 1676 | loss: 0.0311131 | val_loss: 0.0311589 | Time: 1590.08 ms [2021-09-27 01:52:01 main:574] : INFO : Epoch 1677 | loss: 0.0311149 | val_loss: 0.0311597 | Time: 1601.39 ms [2021-09-27 01:52:03 main:574] : INFO : Epoch 1678 | loss: 0.0311128 | val_loss: 0.0311536 | Time: 1611.74 ms [2021-09-27 01:52:04 main:574] : INFO : Epoch 1679 | loss: 0.0311138 | val_loss: 0.0311541 | Time: 1610.53 ms [2021-09-27 01:52:06 main:574] : INFO : Epoch 1680 | loss: 0.0311125 | val_loss: 0.0311549 | Time: 1612.4 ms [2021-09-27 01:52:08 main:574] : INFO : Epoch 1681 | loss: 0.0311159 | val_loss: 0.0311563 | Time: 1641.13 ms [2021-09-27 01:52:09 main:574] : INFO : Epoch 1682 | loss: 0.0311131 | val_loss: 0.0311533 | Time: 1621.66 ms [2021-09-27 01:52:11 main:574] : INFO : Epoch 1683 | loss: 0.0311107 | val_loss: 0.0311489 | Time: 1621.4 ms [2021-09-27 01:52:12 main:574] : INFO : Epoch 1684 | loss: 0.0311124 | val_loss: 0.0311533 | Time: 1614.24 ms [2021-09-27 01:52:14 main:574] : INFO : Epoch 1685 | loss: 0.0311118 | val_loss: 0.0311567 | Time: 1593.88 ms [2021-09-27 01:52:16 main:574] : INFO : Epoch 1686 | loss: 0.0311155 | val_loss: 0.0311568 | Time: 1603.62 ms [2021-09-27 01:52:17 main:574] : INFO : Epoch 1687 | loss: 0.031112 | val_loss: 0.0311567 | Time: 1593.96 ms [2021-09-27 01:52:19 main:574] : INFO : Epoch 1688 | loss: 0.0311164 | val_loss: 0.0311506 | Time: 1622.58 ms [2021-09-27 01:52:21 main:574] : INFO : Epoch 1689 | loss: 0.0311118 | val_loss: 0.0311539 | Time: 1627.23 ms [2021-09-27 01:52:22 main:574] : INFO : Epoch 1690 | loss: 0.0311135 | val_loss: 0.0311602 | Time: 1598.65 ms [2021-09-27 01:52:24 main:574] : INFO : Epoch 1691 | loss: 0.031113 | val_loss: 0.0311546 | Time: 1600.56 ms [2021-09-27 01:52:25 main:574] : INFO : Epoch 1692 | loss: 0.031114 | val_loss: 0.0311499 | Time: 1601.11 ms [2021-09-27 01:52:27 main:574] : INFO : Epoch 1693 | loss: 0.0311117 | val_loss: 0.0311544 | Time: 1586.81 ms [2021-09-27 01:52:29 main:574] : INFO : Epoch 1694 | loss: 0.0311107 | val_loss: 0.0311526 | Time: 1602.33 ms [2021-09-27 01:52:30 main:574] : INFO : Epoch 1695 | loss: 0.0311082 | val_loss: 0.0311565 | Time: 1609.91 ms [2021-09-27 01:52:32 main:574] : INFO : Epoch 1696 | loss: 0.0311073 | val_loss: 0.0311589 | Time: 1598.63 ms [2021-09-27 01:52:33 main:574] : INFO : Epoch 1697 | loss: 0.0311117 | val_loss: 0.0311618 | Time: 1607.43 ms [2021-09-27 01:52:35 main:574] : INFO : Epoch 1698 | loss: 0.0311168 | val_loss: 0.0311593 | Time: 1580.64 ms [2021-09-27 01:52:37 main:574] : INFO : Epoch 1699 | loss: 0.0311172 | val_loss: 0.0311557 | Time: 1629.67 ms [2021-09-27 01:52:38 main:574] : INFO : Epoch 1700 | loss: 0.0311166 | val_loss: 0.0311486 | Time: 1605.63 ms [2021-09-27 01:52:40 main:574] : INFO : Epoch 1701 | loss: 0.0311133 | val_loss: 0.0311508 | Time: 1616.49 ms [2021-09-27 01:52:41 main:574] : INFO : Epoch 1702 | loss: 0.0311101 | val_loss: 0.0311555 | Time: 1621.01 ms [2021-09-27 01:52:43 main:574] : INFO : Epoch 1703 | loss: 0.0311067 | val_loss: 0.0311526 | Time: 1628.61 ms [2021-09-27 01:52:45 main:574] : INFO : Epoch 1704 | loss: 0.0311067 | val_loss: 0.031162 | Time: 1610.54 ms [2021-09-27 01:52:46 main:574] : INFO : Epoch 1705 | loss: 0.0311094 | val_loss: 0.0311564 | Time: 1627.83 ms [2021-09-27 01:52:48 main:574] : INFO : Epoch 1706 | loss: 0.0311095 | val_loss: 0.0311533 | Time: 1605.15 ms [2021-09-27 01:52:50 main:574] : INFO : Epoch 1707 | loss: 0.0311084 | val_loss: 0.0311576 | Time: 1612.88 ms [2021-09-27 01:52:51 main:574] : INFO : Epoch 1708 | loss: 0.031111 | val_loss: 0.0311566 | Time: 1622.25 ms [2021-09-27 01:52:53 main:574] : INFO : Epoch 1709 | loss: 0.0311118 | val_loss: 0.0311552 | Time: 1616.34 ms [2021-09-27 01:52:54 main:574] : INFO : Epoch 1710 | loss: 0.03111 | val_loss: 0.0311512 | Time: 1608.83 ms [2021-09-27 01:52:56 main:574] : INFO : Epoch 1711 | loss: 0.0311096 | val_loss: 0.0311497 | Time: 1636.58 ms [2021-09-27 01:52:58 main:574] : INFO : Epoch 1712 | loss: 0.03111 | val_loss: 0.0311645 | Time: 1606.48 ms [2021-09-27 01:52:59 main:574] : INFO : Epoch 1713 | loss: 0.0311113 | val_loss: 0.0311492 | Time: 1620.41 ms [2021-09-27 01:53:01 main:574] : INFO : Epoch 1714 | loss: 0.0311072 | val_loss: 0.0311564 | Time: 1616.38 ms [2021-09-27 01:53:03 main:574] : INFO : Epoch 1715 | loss: 0.0311194 | val_loss: 0.0311568 | Time: 1611.62 ms [2021-09-27 01:53:04 main:574] : INFO : Epoch 1716 | loss: 0.0311166 | val_loss: 0.0311503 | Time: 1634.01 ms [2021-09-27 01:53:06 main:574] : INFO : Epoch 1717 | loss: 0.031114 | val_loss: 0.0311548 | Time: 1627.84 ms [2021-09-27 01:53:07 main:574] : INFO : Epoch 1718 | loss: 0.0311135 | val_loss: 0.0311561 | Time: 1607.59 ms [2021-09-27 01:53:09 main:574] : INFO : Epoch 1719 | loss: 0.0311102 | val_loss: 0.0311559 | Time: 1602.08 ms [2021-09-27 01:53:11 main:574] : INFO : Epoch 1720 | loss: 0.0311114 | val_loss: 0.0311552 | Time: 1623.83 ms [2021-09-27 01:53:12 main:574] : INFO : Epoch 1721 | loss: 0.03111 | val_loss: 0.0311512 | Time: 1625.66 ms [2021-09-27 01:53:14 main:574] : INFO : Epoch 1722 | loss: 0.0311092 | val_loss: 0.0311517 | Time: 1639.65 ms [2021-09-27 01:53:16 main:574] : INFO : Epoch 1723 | loss: 0.031113 | val_loss: 0.0311543 | Time: 1614.48 ms [2021-09-27 01:53:17 main:574] : INFO : Epoch 1724 | loss: 0.031114 | val_loss: 0.0311581 | Time: 1618.2 ms [2021-09-27 01:53:19 main:574] : INFO : Epoch 1725 | loss: 0.0311117 | val_loss: 0.0311508 | Time: 1592.26 ms [2021-09-27 01:53:20 main:574] : INFO : Epoch 1726 | loss: 0.031109 | val_loss: 0.0311531 | Time: 1596.99 ms [2021-09-27 01:53:22 main:574] : INFO : Epoch 1727 | loss: 0.0311086 | val_loss: 0.0311572 | Time: 1584.89 ms [2021-09-27 01:53:24 main:574] : INFO : Epoch 1728 | loss: 0.0311061 | val_loss: 0.0311561 | Time: 1592.07 ms [2021-09-27 01:53:25 main:574] : INFO : Epoch 1729 | loss: 0.0311042 | val_loss: 0.0311582 | Time: 1609.19 ms [2021-09-27 01:53:27 main:574] : INFO : Epoch 1730 | loss: 0.0311035 | val_loss: 0.0311625 | Time: 1610.2 ms [2021-09-27 01:53:28 main:574] : INFO : Epoch 1731 | loss: 0.0311071 | val_loss: 0.0311604 | Time: 1605.14 ms [2021-09-27 01:53:30 main:574] : INFO : Epoch 1732 | loss: 0.0311073 | val_loss: 0.0311567 | Time: 1658.24 ms [2021-09-27 01:53:32 main:574] : INFO : Epoch 1733 | loss: 0.0311069 | val_loss: 0.031159 | Time: 1647.47 ms [2021-09-27 01:53:33 main:574] : INFO : Epoch 1734 | loss: 0.0311047 | val_loss: 0.0311558 | Time: 1613.84 ms [2021-09-27 01:53:35 main:574] : INFO : Epoch 1735 | loss: 0.0311041 | val_loss: 0.0311578 | Time: 1599.91 ms [2021-09-27 01:53:37 main:574] : INFO : Epoch 1736 | loss: 0.0311039 | val_loss: 0.0311561 | Time: 1627.33 ms [2021-09-27 01:53:38 main:574] : INFO : Epoch 1737 | loss: 0.0311021 | val_loss: 0.0311525 | Time: 1598.34 ms [2021-09-27 01:53:40 main:574] : INFO : Epoch 1738 | loss: 0.0311086 | val_loss: 0.0311626 | Time: 1603.07 ms [2021-09-27 01:53:41 main:574] : INFO : Epoch 1739 | loss: 0.0311067 | val_loss: 0.0311611 | Time: 1610.18 ms [2021-09-27 01:53:43 main:574] : INFO : Epoch 1740 | loss: 0.031105 | val_loss: 0.0311546 | Time: 1617.87 ms [2021-09-27 01:53:45 main:574] : INFO : Epoch 1741 | loss: 0.0311072 | val_loss: 0.0311523 | Time: 1627.13 ms [2021-09-27 01:53:46 main:574] : INFO : Epoch 1742 | loss: 0.0311133 | val_loss: 0.0311558 | Time: 1599.66 ms [2021-09-27 01:53:48 main:574] : INFO : Epoch 1743 | loss: 0.0311128 | val_loss: 0.0311517 | Time: 1607.87 ms [2021-09-27 01:53:50 main:574] : INFO : Epoch 1744 | loss: 0.0311105 | val_loss: 0.0311533 | Time: 1598.74 ms [2021-09-27 01:53:51 main:574] : INFO : Epoch 1745 | loss: 0.0311114 | val_loss: 0.0311537 | Time: 1627.42 ms [2021-09-27 01:53:53 main:574] : INFO : Epoch 1746 | loss: 0.0311121 | val_loss: 0.0311601 | Time: 1600.02 ms [2021-09-27 01:53:54 main:574] : INFO : Epoch 1747 | loss: 0.0311088 | val_loss: 0.0311578 | Time: 1621.32 ms [2021-09-27 01:53:56 main:574] : INFO : Epoch 1748 | loss: 0.031109 | val_loss: 0.0311506 | Time: 1607.92 ms [2021-09-27 01:53:58 main:574] : INFO : Epoch 1749 | loss: 0.0311035 | val_loss: 0.0311524 | Time: 1611.99 ms [2021-09-27 01:53:59 main:574] : INFO : Epoch 1750 | loss: 0.0311199 | val_loss: 0.0311558 | Time: 1610.21 ms [2021-09-27 01:54:01 main:574] : INFO : Epoch 1751 | loss: 0.0311312 | val_loss: 0.0311538 | Time: 1631.98 ms [2021-09-27 01:54:03 main:574] : INFO : Epoch 1752 | loss: 0.0311222 | val_loss: 0.031147 | Time: 1617.02 ms [2021-09-27 01:54:04 main:574] : INFO : Epoch 1753 | loss: 0.0311169 | val_loss: 0.0311488 | Time: 1620.23 ms [2021-09-27 01:54:06 main:574] : INFO : Epoch 1754 | loss: 0.0311126 | val_loss: 0.031149 | Time: 1608.09 ms [2021-09-27 01:54:07 main:574] : INFO : Epoch 1755 | loss: 0.0311114 | val_loss: 0.0311533 | Time: 1599.68 ms [2021-09-27 01:54:09 main:574] : INFO : Epoch 1756 | loss: 0.0311087 | val_loss: 0.0311542 | Time: 1623.51 ms [2021-09-27 01:54:11 main:574] : INFO : Epoch 1757 | loss: 0.0311124 | val_loss: 0.0311511 | Time: 1611.13 ms [2021-09-27 01:54:12 main:574] : INFO : Epoch 1758 | loss: 0.0311139 | val_loss: 0.0311491 | Time: 1610.34 ms [2021-09-27 01:54:14 main:574] : INFO : Epoch 1759 | loss: 0.0311095 | val_loss: 0.0311637 | Time: 1605.25 ms [2021-09-27 01:54:15 main:574] : INFO : Epoch 1760 | loss: 0.0311104 | val_loss: 0.0311528 | Time: 1589.41 ms [2021-09-27 01:54:17 main:574] : INFO : Epoch 1761 | loss: 0.0311075 | val_loss: 0.031152 | Time: 1601.93 ms [2021-09-27 01:54:19 main:574] : INFO : Epoch 1762 | loss: 0.0311075 | val_loss: 0.0311533 | Time: 1629.14 ms [2021-09-27 01:54:20 main:574] : INFO : Epoch 1763 | loss: 0.0311055 | val_loss: 0.0311503 | Time: 1586.54 ms [2021-09-27 01:54:22 main:574] : INFO : Epoch 1764 | loss: 0.031106 | val_loss: 0.0311538 | Time: 1626.75 ms [2021-09-27 01:54:24 main:574] : INFO : Epoch 1765 | loss: 0.0311058 | val_loss: 0.0311602 | Time: 1615.61 ms [2021-09-27 01:54:25 main:574] : INFO : Epoch 1766 | loss: 0.0311059 | val_loss: 0.0311539 | Time: 1611.74 ms [2021-09-27 01:54:27 main:574] : INFO : Epoch 1767 | loss: 0.0311048 | val_loss: 0.0311579 | Time: 1571.82 ms [2021-09-27 01:54:28 main:574] : INFO : Epoch 1768 | loss: 0.031105 | val_loss: 0.0311531 | Time: 1615.12 ms [2021-09-27 01:54:30 main:574] : INFO : Epoch 1769 | loss: 0.0311096 | val_loss: 0.0311531 | Time: 1599.49 ms [2021-09-27 01:54:32 main:574] : INFO : Epoch 1770 | loss: 0.0311083 | val_loss: 0.0311514 | Time: 1627.56 ms [2021-09-27 01:54:33 main:574] : INFO : Epoch 1771 | loss: 0.0311069 | val_loss: 0.0311531 | Time: 1594.21 ms [2021-09-27 01:54:35 main:574] : INFO : Epoch 1772 | loss: 0.0311049 | val_loss: 0.0311517 | Time: 1635.22 ms [2021-09-27 01:54:36 main:574] : INFO : Epoch 1773 | loss: 0.0311035 | val_loss: 0.0311524 | Time: 1611.95 ms [2021-09-27 01:54:38 main:574] : INFO : Epoch 1774 | loss: 0.031102 | val_loss: 0.0311589 | Time: 1634.67 ms [2021-09-27 01:54:40 main:574] : INFO : Epoch 1775 | loss: 0.0311037 | val_loss: 0.0311648 | Time: 1618.12 ms [2021-09-27 01:54:41 main:574] : INFO : Epoch 1776 | loss: 0.0311068 | val_loss: 0.0311585 | Time: 1615.84 ms [2021-09-27 01:54:43 main:574] : INFO : Epoch 1777 | loss: 0.0311133 | val_loss: 0.0311844 | Time: 1618.65 ms [2021-09-27 01:54:45 main:574] : INFO : Epoch 1778 | loss: 0.0323384 | val_loss: 0.0329466 | Time: 1630.19 ms [2021-09-27 01:54:46 main:574] : INFO : Epoch 1779 | loss: 0.0703283 | val_loss: 0.0337194 | Time: 1603 ms [2021-09-27 01:54:48 main:574] : INFO : Epoch 1780 | loss: 0.0334658 | val_loss: 0.0316083 | Time: 1605.49 ms [2021-09-27 01:54:49 main:574] : INFO : Epoch 1781 | loss: 0.0315178 | val_loss: 0.0313882 | Time: 1619.05 ms [2021-09-27 01:54:51 main:574] : INFO : Epoch 1782 | loss: 0.0312966 | val_loss: 0.0312819 | Time: 1646.43 ms [2021-09-27 01:54:53 main:574] : INFO : Epoch 1783 | loss: 0.0312629 | val_loss: 0.0312514 | Time: 1613.58 ms [2021-09-27 01:54:54 main:574] : INFO : Epoch 1784 | loss: 0.0312512 | val_loss: 0.0312465 | Time: 1616.33 ms [2021-09-27 01:54:56 main:574] : INFO : Epoch 1785 | loss: 0.0312472 | val_loss: 0.0312436 | Time: 1640.65 ms [2021-09-27 01:54:58 main:574] : INFO : Epoch 1786 | loss: 0.0312463 | val_loss: 0.031245 | Time: 1627.91 ms [2021-09-27 01:54:59 main:574] : INFO : Epoch 1787 | loss: 0.0312445 | val_loss: 0.0312464 | Time: 1615.56 ms [2021-09-27 01:55:01 main:574] : INFO : Epoch 1788 | loss: 0.0312418 | val_loss: 0.0312441 | Time: 1616.94 ms [2021-09-27 01:55:02 main:574] : INFO : Epoch 1789 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 1615.57 ms [2021-09-27 01:55:04 main:574] : INFO : Epoch 1790 | loss: 0.0312371 | val_loss: 0.0312356 | Time: 1623.99 ms [2021-09-27 01:55:06 main:574] : INFO : Epoch 1791 | loss: 0.0312357 | val_loss: 0.0312343 | Time: 1579.11 ms [2021-09-27 01:55:07 main:574] : INFO : Epoch 1792 | loss: 0.031234 | val_loss: 0.0312338 | Time: 1612.41 ms [2021-09-27 01:55:09 main:574] : INFO : Epoch 1793 | loss: 0.0312337 | val_loss: 0.0312319 | Time: 1613.05 ms [2021-09-27 01:55:11 main:574] : INFO : Epoch 1794 | loss: 0.0312321 | val_loss: 0.0312308 | Time: 1624.71 ms [2021-09-27 01:55:12 main:574] : INFO : Epoch 1795 | loss: 0.0312305 | val_loss: 0.0312293 | Time: 1634.79 ms [2021-09-27 01:55:14 main:574] : INFO : Epoch 1796 | loss: 0.0312293 | val_loss: 0.0312274 | Time: 1612.57 ms [2021-09-27 01:55:15 main:574] : INFO : Epoch 1797 | loss: 0.0312313 | val_loss: 0.0312266 | Time: 1614.38 ms [2021-09-27 01:55:17 main:574] : INFO : Epoch 1798 | loss: 0.0312268 | val_loss: 0.0312259 | Time: 1617.19 ms [2021-09-27 01:55:19 main:574] : INFO : Epoch 1799 | loss: 0.0312249 | val_loss: 0.0312245 | Time: 1610.47 ms [2021-09-27 01:55:20 main:574] : INFO : Epoch 1800 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 1643.58 ms [2021-09-27 01:55:22 main:574] : INFO : Epoch 1801 | loss: 0.031223 | val_loss: 0.0312215 | Time: 1595 ms [2021-09-27 01:55:24 main:574] : INFO : Epoch 1802 | loss: 0.0312216 | val_loss: 0.0312206 | Time: 1600.08 ms [2021-09-27 01:55:25 main:574] : INFO : Epoch 1803 | loss: 0.0312199 | val_loss: 0.0312193 | Time: 1614.44 ms [2021-09-27 01:55:27 main:574] : INFO : Epoch 1804 | loss: 0.0312192 | val_loss: 0.0312184 | Time: 1620.22 ms [2021-09-27 01:55:28 main:574] : INFO : Epoch 1805 | loss: 0.0312176 | val_loss: 0.0312213 | Time: 1631.91 ms [2021-09-27 01:55:30 main:574] : INFO : Epoch 1806 | loss: 0.0312177 | val_loss: 0.0312166 | Time: 1626.79 ms [2021-09-27 01:55:32 main:574] : INFO : Epoch 1807 | loss: 0.031216 | val_loss: 0.0312146 | Time: 1600.99 ms [2021-09-27 01:55:33 main:574] : INFO : Epoch 1808 | loss: 0.0312153 | val_loss: 0.0312138 | Time: 1627.37 ms [2021-09-27 01:55:35 main:574] : INFO : Epoch 1809 | loss: 0.0312134 | val_loss: 0.0312125 | Time: 1612.56 ms [2021-09-27 01:55:37 main:574] : INFO : Epoch 1810 | loss: 0.0312124 | val_loss: 0.031214 | Time: 1616.64 ms [2021-09-27 01:55:38 main:574] : INFO : Epoch 1811 | loss: 0.0312119 | val_loss: 0.0312131 | Time: 1606.91 ms [2021-09-27 01:55:40 main:574] : INFO : Epoch 1812 | loss: 0.0312118 | val_loss: 0.0312126 | Time: 1614.16 ms [2021-09-27 01:55:41 main:574] : INFO : Epoch 1813 | loss: 0.0312099 | val_loss: 0.0312105 | Time: 1612.66 ms [2021-09-27 01:55:43 main:574] : INFO : Epoch 1814 | loss: 0.0312094 | val_loss: 0.0312105 | Time: 1632.27 ms [2021-09-27 01:55:45 main:574] : INFO : Epoch 1815 | loss: 0.0312104 | val_loss: 0.0312079 | Time: 1630.94 ms [2021-09-27 01:55:46 main:574] : INFO : Epoch 1816 | loss: 0.0312078 | val_loss: 0.0312085 | Time: 1595.71 ms [2021-09-27 01:55:48 main:574] : INFO : Epoch 1817 | loss: 0.0312072 | val_loss: 0.0312069 | Time: 1613.88 ms [2021-09-27 01:55:50 main:574] : INFO : Epoch 1818 | loss: 0.0312084 | val_loss: 0.0312086 | Time: 1598.59 ms [2021-09-27 01:55:51 main:574] : INFO : Epoch 1819 | loss: 0.0312107 | val_loss: 0.0312048 | Time: 1600.21 ms [2021-09-27 01:55:53 main:574] : INFO : Epoch 1820 | loss: 0.0312081 | val_loss: 0.0312046 | Time: 1635.63 ms [2021-09-27 01:55:54 main:574] : INFO : Epoch 1821 | loss: 0.0312068 | val_loss: 0.0312031 | Time: 1634.37 ms [2021-09-27 01:55:56 main:574] : INFO : Epoch 1822 | loss: 0.0312066 | val_loss: 0.0312026 | Time: 1621.15 ms [2021-09-27 01:55:58 main:574] : INFO : Epoch 1823 | loss: 0.0312053 | val_loss: 0.0312051 | Time: 1593.79 ms [2021-09-27 01:55:59 main:574] : INFO : Epoch 1824 | loss: 0.0312043 | val_loss: 0.0312029 | Time: 1633.98 ms [2021-09-27 01:56:01 main:574] : INFO : Epoch 1825 | loss: 0.0312048 | val_loss: 0.0312041 | Time: 1620.12 ms [2021-09-27 01:56:03 main:574] : INFO : Epoch 1826 | loss: 0.0312051 | val_loss: 0.0312031 | Time: 1633.44 ms [2021-09-27 01:56:04 main:574] : INFO : Epoch 1827 | loss: 0.0312025 | val_loss: 0.0312002 | Time: 1613.78 ms [2021-09-27 01:56:06 main:574] : INFO : Epoch 1828 | loss: 0.0312027 | val_loss: 0.0312171 | Time: 1638.39 ms [2021-09-27 01:56:07 main:574] : INFO : Epoch 1829 | loss: 0.0312057 | val_loss: 0.0312003 | Time: 1646.63 ms [2021-09-27 01:56:09 main:574] : INFO : Epoch 1830 | loss: 0.0312035 | val_loss: 0.0312028 | Time: 1607.67 ms [2021-09-27 01:56:11 main:574] : INFO : Epoch 1831 | loss: 0.0312051 | val_loss: 0.0311992 | Time: 1603.05 ms [2021-09-27 01:56:12 main:574] : INFO : Epoch 1832 | loss: 0.0311996 | val_loss: 0.0311978 | Time: 1593.49 ms [2021-09-27 01:56:14 main:574] : INFO : Epoch 1833 | loss: 0.0311984 | val_loss: 0.0311982 | Time: 1590.13 ms [2021-09-27 01:56:16 main:574] : INFO : Epoch 1834 | loss: 0.0311992 | val_loss: 0.0311974 | Time: 1627.44 ms [2021-09-27 01:56:17 main:574] : INFO : Epoch 1835 | loss: 0.0311979 | val_loss: 0.0312041 | Time: 1613.24 ms [2021-09-27 01:56:19 main:574] : INFO : Epoch 1836 | loss: 0.0312001 | val_loss: 0.0311987 | Time: 1600.68 ms [2021-09-27 01:56:20 main:574] : INFO : Epoch 1837 | loss: 0.0312014 | val_loss: 0.0312118 | Time: 1616.02 ms [2021-09-27 01:56:22 main:574] : INFO : Epoch 1838 | loss: 0.0312016 | val_loss: 0.0311966 | Time: 1613.17 ms [2021-09-27 01:56:24 main:574] : INFO : Epoch 1839 | loss: 0.031198 | val_loss: 0.031196 | Time: 1623.07 ms [2021-09-27 01:56:25 main:574] : INFO : Epoch 1840 | loss: 0.031197 | val_loss: 0.0311973 | Time: 1626.31 ms [2021-09-27 01:56:27 main:574] : INFO : Epoch 1841 | loss: 0.0311984 | val_loss: 0.0311999 | Time: 1588.87 ms [2021-09-27 01:56:28 main:574] : INFO : Epoch 1842 | loss: 0.0311992 | val_loss: 0.031208 | Time: 1633.72 ms [2021-09-27 01:56:30 main:574] : INFO : Epoch 1843 | loss: 0.031198 | val_loss: 0.0311947 | Time: 1595.2 ms [2021-09-27 01:56:32 main:574] : INFO : Epoch 1844 | loss: 0.0312 | val_loss: 0.0312152 | Time: 1602.43 ms [2021-09-27 01:56:33 main:574] : INFO : Epoch 1845 | loss: 0.0312072 | val_loss: 0.0312002 | Time: 1594.76 ms [2021-09-27 01:56:35 main:574] : INFO : Epoch 1846 | loss: 0.0311966 | val_loss: 0.0312008 | Time: 1626.04 ms [2021-09-27 01:56:37 main:574] : INFO : Epoch 1847 | loss: 0.0311967 | val_loss: 0.0311952 | Time: 1594.97 ms [2021-09-27 01:56:38 main:574] : INFO : Epoch 1848 | loss: 0.0311966 | val_loss: 0.031199 | Time: 1624.52 ms [2021-09-27 01:56:40 main:574] : INFO : Epoch 1849 | loss: 0.0311985 | val_loss: 0.0312049 | Time: 1630.37 ms [2021-09-27 01:56:41 main:574] : INFO : Epoch 1850 | loss: 0.0311981 | val_loss: 0.0311949 | Time: 1615.62 ms [2021-09-27 01:56:43 main:574] : INFO : Epoch 1851 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 1602.96 ms [2021-09-27 01:56:45 main:574] : INFO : Epoch 1852 | loss: 0.0311963 | val_loss: 0.0311961 | Time: 1595.69 ms [2021-09-27 01:56:46 main:574] : INFO : Epoch 1853 | loss: 0.0311949 | val_loss: 0.0311934 | Time: 1629.07 ms [2021-09-27 01:56:48 main:574] : INFO : Epoch 1854 | loss: 0.0311945 | val_loss: 0.0311935 | Time: 1619.26 ms [2021-09-27 01:56:50 main:574] : INFO : Epoch 1855 | loss: 0.0311963 | val_loss: 0.0311934 | Time: 1633.99 ms [2021-09-27 01:56:51 main:574] : INFO : Epoch 1856 | loss: 0.0311997 | val_loss: 0.0311952 | Time: 1593.94 ms [2021-09-27 01:56:53 main:574] : INFO : Epoch 1857 | loss: 0.0312133 | val_loss: 0.0312023 | Time: 1627.96 ms [2021-09-27 01:56:54 main:574] : INFO : Epoch 1858 | loss: 0.031199 | val_loss: 0.0311938 | Time: 1622.96 ms [2021-09-27 01:56:56 main:574] : INFO : Epoch 1859 | loss: 0.0311976 | val_loss: 0.0312016 | Time: 1621.83 ms [2021-09-27 01:56:58 main:574] : INFO : Epoch 1860 | loss: 0.031197 | val_loss: 0.0311944 | Time: 1588.99 ms [2021-09-27 01:56:59 main:574] : INFO : Epoch 1861 | loss: 0.0311944 | val_loss: 0.0311973 | Time: 1616.8 ms [2021-09-27 01:57:01 main:574] : INFO : Epoch 1862 | loss: 0.0311979 | val_loss: 0.0311964 | Time: 1624.22 ms [2021-09-27 01:57:02 main:574] : INFO : Epoch 1863 | loss: 0.0311934 | val_loss: 0.0311951 | Time: 1589.12 ms [2021-09-27 01:57:04 main:574] : INFO : Epoch 1864 | loss: 0.0311947 | val_loss: 0.0311949 | Time: 1608.78 ms [2021-09-27 01:57:06 main:574] : INFO : Epoch 1865 | loss: 0.0311995 | val_loss: 0.0312084 | Time: 1644.24 ms [2021-09-27 01:57:07 main:574] : INFO : Epoch 1866 | loss: 0.0311944 | val_loss: 0.0311977 | Time: 1642.34 ms [2021-09-27 01:57:09 main:574] : INFO : Epoch 1867 | loss: 0.0311936 | val_loss: 0.0312062 | Time: 1626.45 ms [2021-09-27 01:57:11 main:574] : INFO : Epoch 1868 | loss: 0.0312036 | val_loss: 0.0311997 | Time: 1626.67 ms [2021-09-27 01:57:12 main:574] : INFO : Epoch 1869 | loss: 0.0311975 | val_loss: 0.0311953 | Time: 1606.32 ms [2021-09-27 01:57:14 main:574] : INFO : Epoch 1870 | loss: 0.031194 | val_loss: 0.0311925 | Time: 1614.89 ms [2021-09-27 01:57:16 main:574] : INFO : Epoch 1871 | loss: 0.031192 | val_loss: 0.0311931 | Time: 1649.14 ms [2021-09-27 01:57:17 main:574] : INFO : Epoch 1872 | loss: 0.0311937 | val_loss: 0.0311912 | Time: 1623.54 ms [2021-09-27 01:57:19 main:574] : INFO : Epoch 1873 | loss: 0.0311946 | val_loss: 0.031191 | Time: 1599.16 ms [2021-09-27 01:57:20 main:574] : INFO : Epoch 1874 | loss: 0.0311923 | val_loss: 0.0311919 | Time: 1573.83 ms [2021-09-27 01:57:22 main:574] : INFO : Epoch 1875 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 1619.74 ms [2021-09-27 01:57:24 main:574] : INFO : Epoch 1876 | loss: 0.0311946 | val_loss: 0.0311991 | Time: 1600.27 ms [2021-09-27 01:57:25 main:574] : INFO : Epoch 1877 | loss: 0.0311909 | val_loss: 0.0311913 | Time: 1608.84 ms [2021-09-27 01:57:27 main:574] : INFO : Epoch 1878 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 1637.89 ms [2021-09-27 01:57:28 main:574] : INFO : Epoch 1879 | loss: 0.0311943 | val_loss: 0.0311973 | Time: 1618.56 ms [2021-09-27 01:57:30 main:574] : INFO : Epoch 1880 | loss: 0.0311945 | val_loss: 0.0311964 | Time: 1642.34 ms [2021-09-27 01:57:32 main:574] : INFO : Epoch 1881 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 1627.41 ms [2021-09-27 01:57:33 main:574] : INFO : Epoch 1882 | loss: 0.0311936 | val_loss: 0.0311899 | Time: 1643.19 ms [2021-09-27 01:57:35 main:574] : INFO : Epoch 1883 | loss: 0.0311957 | val_loss: 0.0311917 | Time: 1610.78 ms [2021-09-27 01:57:37 main:574] : INFO : Epoch 1884 | loss: 0.031199 | val_loss: 0.0312116 | Time: 1613.4 ms [2021-09-27 01:57:38 main:574] : INFO : Epoch 1885 | loss: 0.0311946 | val_loss: 0.0311893 | Time: 1595.51 ms [2021-09-27 01:57:40 main:574] : INFO : Epoch 1886 | loss: 0.0311912 | val_loss: 0.0311888 | Time: 1624.18 ms [2021-09-27 01:57:41 main:574] : INFO : Epoch 1887 | loss: 0.0311882 | val_loss: 0.0311891 | Time: 1606.15 ms [2021-09-27 01:57:43 main:574] : INFO : Epoch 1888 | loss: 0.0311883 | val_loss: 0.0311889 | Time: 1591.72 ms [2021-09-27 01:57:45 main:574] : INFO : Epoch 1889 | loss: 0.0311879 | val_loss: 0.0311887 | Time: 1620.39 ms [2021-09-27 01:57:46 main:574] : INFO : Epoch 1890 | loss: 0.03119 | val_loss: 0.0311927 | Time: 1617.36 ms [2021-09-27 01:57:48 main:574] : INFO : Epoch 1891 | loss: 0.0311884 | val_loss: 0.0311957 | Time: 1640.69 ms [2021-09-27 01:57:50 main:574] : INFO : Epoch 1892 | loss: 0.0311914 | val_loss: 0.0312005 | Time: 1613.11 ms [2021-09-27 01:57:51 main:574] : INFO : Epoch 1893 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 1632.77 ms [2021-09-27 01:57:53 main:574] : INFO : Epoch 1894 | loss: 0.0311915 | val_loss: 0.0311955 | Time: 1611.77 ms [2021-09-27 01:57:54 main:574] : INFO : Epoch 1895 | loss: 0.0311887 | val_loss: 0.0311894 | Time: 1607.94 ms [2021-09-27 01:57:56 main:574] : INFO : Epoch 1896 | loss: 0.031188 | val_loss: 0.0311922 | Time: 1619.51 ms [2021-09-27 01:57:58 main:574] : INFO : Epoch 1897 | loss: 0.0311874 | val_loss: 0.031188 | Time: 1620.91 ms [2021-09-27 01:57:59 main:574] : INFO : Epoch 1898 | loss: 0.0311873 | val_loss: 0.0311875 | Time: 1602.47 ms [2021-09-27 01:58:01 main:574] : INFO : Epoch 1899 | loss: 0.0311866 | val_loss: 0.0311883 | Time: 1604.14 ms [2021-09-27 01:58:03 main:574] : INFO : Epoch 1900 | loss: 0.0311887 | val_loss: 0.0311955 | Time: 1607.01 ms [2021-09-27 01:58:04 main:574] : INFO : Epoch 1901 | loss: 0.0311895 | val_loss: 0.031191 | Time: 1626.49 ms [2021-09-27 01:58:06 main:574] : INFO : Epoch 1902 | loss: 0.0311878 | val_loss: 0.0311873 | Time: 1640.79 ms [2021-09-27 01:58:07 main:574] : INFO : Epoch 1903 | loss: 0.0311856 | val_loss: 0.0311898 | Time: 1596.66 ms [2021-09-27 01:58:09 main:574] : INFO : Epoch 1904 | loss: 0.0311868 | val_loss: 0.0311869 | Time: 1615.77 ms [2021-09-27 01:58:11 main:574] : INFO : Epoch 1905 | loss: 0.0311861 | val_loss: 0.0311893 | Time: 1614.33 ms [2021-09-27 01:58:12 main:574] : INFO : Epoch 1906 | loss: 0.0311872 | val_loss: 0.0311879 | Time: 1603.41 ms [2021-09-27 01:58:14 main:574] : INFO : Epoch 1907 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 1637.84 ms [2021-09-27 01:58:16 main:574] : INFO : Epoch 1908 | loss: 0.0311916 | val_loss: 0.0311946 | Time: 1591.42 ms [2021-09-27 01:58:17 main:574] : INFO : Epoch 1909 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 1623.13 ms [2021-09-27 01:58:19 main:574] : INFO : Epoch 1910 | loss: 0.0311863 | val_loss: 0.0311911 | Time: 1610.66 ms [2021-09-27 01:58:20 main:574] : INFO : Epoch 1911 | loss: 0.031189 | val_loss: 0.0311873 | Time: 1635.87 ms [2021-09-27 01:58:22 main:574] : INFO : Epoch 1912 | loss: 0.0311858 | val_loss: 0.0311871 | Time: 1617.04 ms [2021-09-27 01:58:24 main:574] : INFO : Epoch 1913 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 1585.55 ms [2021-09-27 01:58:25 main:574] : INFO : Epoch 1914 | loss: 0.0311844 | val_loss: 0.0311868 | Time: 1633.05 ms [2021-09-27 01:58:27 main:574] : INFO : Epoch 1915 | loss: 0.0311855 | val_loss: 0.0311907 | Time: 1597.24 ms [2021-09-27 01:58:29 main:574] : INFO : Epoch 1916 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 1625.52 ms [2021-09-27 01:58:30 main:574] : INFO : Epoch 1917 | loss: 0.0311947 | val_loss: 0.0311962 | Time: 1627.46 ms [2021-09-27 01:58:32 main:574] : INFO : Epoch 1918 | loss: 0.0311929 | val_loss: 0.0311888 | Time: 1630.06 ms [2021-09-27 01:58:33 main:574] : INFO : Epoch 1919 | loss: 0.0311843 | val_loss: 0.031189 | Time: 1615.55 ms [2021-09-27 01:58:35 main:574] : INFO : Epoch 1920 | loss: 0.0311851 | val_loss: 0.0311874 | Time: 1613.56 ms [2021-09-27 01:58:37 main:574] : INFO : Epoch 1921 | loss: 0.0311844 | val_loss: 0.0311906 | Time: 1629.87 ms [2021-09-27 01:58:38 main:574] : INFO : Epoch 1922 | loss: 0.031185 | val_loss: 0.0311882 | Time: 1651.94 ms [2021-09-27 01:58:40 main:574] : INFO : Epoch 1923 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 1639.36 ms [2021-09-27 01:58:42 main:574] : INFO : Epoch 1924 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 1634.51 ms [2021-09-27 01:58:43 main:574] : INFO : Epoch 1925 | loss: 0.0311887 | val_loss: 0.0311983 | Time: 1603.27 ms [2021-09-27 01:58:45 main:574] : INFO : Epoch 1926 | loss: 0.0311923 | val_loss: 0.0312011 | Time: 1619.13 ms [2021-09-27 01:58:46 main:574] : INFO : Epoch 1927 | loss: 0.0311885 | val_loss: 0.0311873 | Time: 1603.63 ms [2021-09-27 01:58:48 main:574] : INFO : Epoch 1928 | loss: 0.0311849 | val_loss: 0.0311897 | Time: 1631.05 ms [2021-09-27 01:58:50 main:574] : INFO : Epoch 1929 | loss: 0.0311838 | val_loss: 0.0311878 | Time: 1603 ms [2021-09-27 01:58:51 main:574] : INFO : Epoch 1930 | loss: 0.0311836 | val_loss: 0.0311875 | Time: 1620.45 ms [2021-09-27 01:58:53 main:574] : INFO : Epoch 1931 | loss: 0.0311831 | val_loss: 0.0311947 | Time: 1613.19 ms [2021-09-27 01:58:55 main:574] : INFO : Epoch 1932 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 1611.85 ms [2021-09-27 01:58:56 main:574] : INFO : Epoch 1933 | loss: 0.0311836 | val_loss: 0.0311901 | Time: 1619.96 ms [2021-09-27 01:58:58 main:574] : INFO : Epoch 1934 | loss: 0.031186 | val_loss: 0.0311912 | Time: 1632.33 ms [2021-09-27 01:58:59 main:574] : INFO : Epoch 1935 | loss: 0.0311885 | val_loss: 0.0311954 | Time: 1646.9 ms [2021-09-27 01:59:01 main:574] : INFO : Epoch 1936 | loss: 0.0311843 | val_loss: 0.0311885 | Time: 1630.59 ms [2021-09-27 01:59:03 main:574] : INFO : Epoch 1937 | loss: 0.0311835 | val_loss: 0.0311925 | Time: 1649.51 ms [2021-09-27 01:59:04 main:574] : INFO : Epoch 1938 | loss: 0.0311838 | val_loss: 0.031193 | Time: 1590.87 ms [2021-09-27 01:59:06 main:574] : INFO : Epoch 1939 | loss: 0.0311836 | val_loss: 0.0311908 | Time: 1632.27 ms [2021-09-27 01:59:08 main:574] : INFO : Epoch 1940 | loss: 0.0311821 | val_loss: 0.0311898 | Time: 1656.91 ms [2021-09-27 01:59:09 main:574] : INFO : Epoch 1941 | loss: 0.0311847 | val_loss: 0.0311968 | Time: 1603.91 ms [2021-09-27 01:59:11 main:574] : INFO : Epoch 1942 | loss: 0.0311855 | val_loss: 0.031188 | Time: 1638.85 ms [2021-09-27 01:59:13 main:574] : INFO : Epoch 1943 | loss: 0.0311824 | val_loss: 0.0311905 | Time: 1630.13 ms [2021-09-27 01:59:14 main:574] : INFO : Epoch 1944 | loss: 0.0311845 | val_loss: 0.0311883 | Time: 1616.8 ms [2021-09-27 01:59:16 main:574] : INFO : Epoch 1945 | loss: 0.0311855 | val_loss: 0.0311886 | Time: 1629.68 ms [2021-09-27 01:59:17 main:574] : INFO : Epoch 1946 | loss: 0.0311864 | val_loss: 0.0311874 | Time: 1628.51 ms [2021-09-27 01:59:19 main:574] : INFO : Epoch 1947 | loss: 0.0311837 | val_loss: 0.0311882 | Time: 1624.49 ms [2021-09-27 01:59:21 main:574] : INFO : Epoch 1948 | loss: 0.0311852 | val_loss: 0.0311948 | Time: 1600.11 ms [2021-09-27 01:59:22 main:574] : INFO : Epoch 1949 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 1639.24 ms [2021-09-27 01:59:24 main:574] : INFO : Epoch 1950 | loss: 0.0311836 | val_loss: 0.031196 | Time: 1635.97 ms [2021-09-27 01:59:26 main:574] : INFO : Epoch 1951 | loss: 0.031185 | val_loss: 0.0311915 | Time: 1660.69 ms [2021-09-27 01:59:27 main:574] : INFO : Epoch 1952 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 1636.3 ms [2021-09-27 01:59:29 main:574] : INFO : Epoch 1953 | loss: 0.0311897 | val_loss: 0.0311882 | Time: 1617.18 ms [2021-09-27 01:59:31 main:574] : INFO : Epoch 1954 | loss: 0.0311849 | val_loss: 0.0311887 | Time: 1631.04 ms [2021-09-27 01:59:32 main:574] : INFO : Epoch 1955 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 1614.24 ms [2021-09-27 01:59:34 main:574] : INFO : Epoch 1956 | loss: 0.0311831 | val_loss: 0.0311868 | Time: 1622.59 ms [2021-09-27 01:59:35 main:574] : INFO : Epoch 1957 | loss: 0.0311819 | val_loss: 0.031189 | Time: 1609.5 ms [2021-09-27 01:59:37 main:574] : INFO : Epoch 1958 | loss: 0.0311825 | val_loss: 0.0311898 | Time: 1633.32 ms [2021-09-27 01:59:39 main:574] : INFO : Epoch 1959 | loss: 0.0311811 | val_loss: 0.0311873 | Time: 1633.64 ms [2021-09-27 01:59:40 main:574] : INFO : Epoch 1960 | loss: 0.0311841 | val_loss: 0.0311892 | Time: 1647.36 ms [2021-09-27 01:59:42 main:574] : INFO : Epoch 1961 | loss: 0.0311806 | val_loss: 0.031187 | Time: 1627.27 ms [2021-09-27 01:59:44 main:574] : INFO : Epoch 1962 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 1641.24 ms [2021-09-27 01:59:45 main:574] : INFO : Epoch 1963 | loss: 0.0311828 | val_loss: 0.0311866 | Time: 1619.98 ms [2021-09-27 01:59:47 main:574] : INFO : Epoch 1964 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 1639.68 ms [2021-09-27 01:59:49 main:574] : INFO : Epoch 1965 | loss: 0.0311801 | val_loss: 0.0311866 | Time: 1641.85 ms [2021-09-27 01:59:50 main:574] : INFO : Epoch 1966 | loss: 0.0311815 | val_loss: 0.0311876 | Time: 1631.4 ms [2021-09-27 01:59:52 main:574] : INFO : Epoch 1967 | loss: 0.0311793 | val_loss: 0.0311874 | Time: 1628.77 ms [2021-09-27 01:59:53 main:574] : INFO : Epoch 1968 | loss: 0.0311791 | val_loss: 0.0311908 | Time: 1617.47 ms [2021-09-27 01:59:55 main:574] : INFO : Epoch 1969 | loss: 0.0311832 | val_loss: 0.0311904 | Time: 1602 ms [2021-09-27 01:59:57 main:574] : INFO : Epoch 1970 | loss: 0.0311799 | val_loss: 0.0311884 | Time: 1628.34 ms [2021-09-27 01:59:58 main:574] : INFO : Epoch 1971 | loss: 0.0311779 | val_loss: 0.031191 | Time: 1642.24 ms [2021-09-27 02:00:00 main:574] : INFO : Epoch 1972 | loss: 0.0311801 | val_loss: 0.0311876 | Time: 1615.98 ms [2021-09-27 02:00:02 main:574] : INFO : Epoch 1973 | loss: 0.0311778 | val_loss: 0.0311868 | Time: 1649.66 ms [2021-09-27 02:00:03 main:574] : INFO : Epoch 1974 | loss: 0.0311845 | val_loss: 0.0311866 | Time: 1629.19 ms [2021-09-27 02:00:05 main:574] : INFO : Epoch 1975 | loss: 0.0311825 | val_loss: 0.0311879 | Time: 1647.13 ms [2021-09-27 02:00:07 main:574] : INFO : Epoch 1976 | loss: 0.0311783 | val_loss: 0.0311876 | Time: 1621.29 ms [2021-09-27 02:00:08 main:574] : INFO : Epoch 1977 | loss: 0.0311785 | val_loss: 0.0311887 | Time: 1611.12 ms [2021-09-27 02:00:10 main:574] : INFO : Epoch 1978 | loss: 0.0311796 | val_loss: 0.0311881 | Time: 1624.67 ms [2021-09-27 02:00:11 main:574] : INFO : Epoch 1979 | loss: 0.0311794 | val_loss: 0.0311868 | Time: 1648.66 ms [2021-09-27 02:00:13 main:574] : INFO : Epoch 1980 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 1616.39 ms [2021-09-27 02:00:15 main:574] : INFO : Epoch 1981 | loss: 0.0311803 | val_loss: 0.0311872 | Time: 1625.31 ms [2021-09-27 02:00:16 main:574] : INFO : Epoch 1982 | loss: 0.031185 | val_loss: 0.0311922 | Time: 1633.59 ms [2021-09-27 02:00:18 main:574] : INFO : Epoch 1983 | loss: 0.0311785 | val_loss: 0.031188 | Time: 1603.5 ms [2021-09-27 02:00:20 main:574] : INFO : Epoch 1984 | loss: 0.0311773 | val_loss: 0.0311918 | Time: 1607.98 ms [2021-09-27 02:00:21 main:574] : INFO : Epoch 1985 | loss: 0.031181 | val_loss: 0.0311872 | Time: 1601.36 ms [2021-09-27 02:00:23 main:574] : INFO : Epoch 1986 | loss: 0.0311792 | val_loss: 0.0311916 | Time: 1621.6 ms [2021-09-27 02:00:24 main:574] : INFO : Epoch 1987 | loss: 0.0311802 | val_loss: 0.0311924 | Time: 1643.07 ms [2021-09-27 02:00:26 main:574] : INFO : Epoch 1988 | loss: 0.0311804 | val_loss: 0.0311874 | Time: 1631.09 ms [2021-09-27 02:00:28 main:574] : INFO : Epoch 1989 | loss: 0.0311781 | val_loss: 0.0311936 | Time: 1645.06 ms [2021-09-27 02:00:29 main:574] : INFO : Epoch 1990 | loss: 0.0311798 | val_loss: 0.0311907 | Time: 1646.2 ms [2021-09-27 02:00:31 main:574] : INFO : Epoch 1991 | loss: 0.0311781 | val_loss: 0.0311896 | Time: 1615.89 ms [2021-09-27 02:00:33 main:574] : INFO : Epoch 1992 | loss: 0.0311769 | val_loss: 0.0311887 | Time: 1607.17 ms [2021-09-27 02:00:34 main:574] : INFO : Epoch 1993 | loss: 0.0311771 | val_loss: 0.0311885 | Time: 1618.42 ms [2021-09-27 02:00:36 main:574] : INFO : Epoch 1994 | loss: 0.0311759 | val_loss: 0.0311874 | Time: 1629.82 ms [2021-09-27 02:00:38 main:574] : INFO : Epoch 1995 | loss: 0.0311789 | val_loss: 0.031193 | Time: 1654.88 ms [2021-09-27 02:00:39 main:574] : INFO : Epoch 1996 | loss: 0.0311801 | val_loss: 0.0311907 | Time: 1640.22 ms [2021-09-27 02:00:41 main:574] : INFO : Epoch 1997 | loss: 0.0311784 | val_loss: 0.0311874 | Time: 1652.23 ms [2021-09-27 02:00:43 main:574] : INFO : Epoch 1998 | loss: 0.0311787 | val_loss: 0.0311912 | Time: 1662.25 ms [2021-09-27 02:00:44 main:574] : INFO : Epoch 1999 | loss: 0.0311774 | val_loss: 0.0311872 | Time: 1594.9 ms [2021-09-27 02:00:46 main:574] : INFO : Epoch 2000 | loss: 0.0311767 | val_loss: 0.0311874 | Time: 1591.76 ms [2021-09-27 02:00:47 main:574] : INFO : Epoch 2001 | loss: 0.0311783 | val_loss: 0.031189 | Time: 1621.6 ms [2021-09-27 02:00:49 main:574] : INFO : Epoch 2002 | loss: 0.0311777 | val_loss: 0.0311881 | Time: 1615.09 ms [2021-09-27 02:00:51 main:574] : INFO : Epoch 2003 | loss: 0.0311767 | val_loss: 0.0311878 | Time: 1640.63 ms [2021-09-27 02:00:52 main:574] : INFO : Epoch 2004 | loss: 0.0311768 | val_loss: 0.0311873 | Time: 1650.01 ms [2021-09-27 02:00:54 main:574] : INFO : Epoch 2005 | loss: 0.0311762 | val_loss: 0.0311889 | Time: 1615.12 ms [2021-09-27 02:00:56 main:574] : INFO : Epoch 2006 | loss: 0.0311777 | val_loss: 0.0311914 | Time: 1639.66 ms [2021-09-27 02:00:57 main:574] : INFO : Epoch 2007 | loss: 0.0311801 | val_loss: 0.0311925 | Time: 1612.24 ms [2021-09-27 02:00:59 main:574] : INFO : Epoch 2008 | loss: 0.0311766 | val_loss: 0.0311889 | Time: 1598.27 ms [2021-09-27 02:01:00 main:574] : INFO : Epoch 2009 | loss: 0.031178 | val_loss: 0.0311887 | Time: 1622.13 ms [2021-09-27 02:01:02 main:574] : INFO : Epoch 2010 | loss: 0.0311767 | val_loss: 0.0311911 | Time: 1597.2 ms [2021-09-27 02:01:04 main:574] : INFO : Epoch 2011 | loss: 0.0311761 | val_loss: 0.0311876 | Time: 1610.16 ms [2021-09-27 02:01:05 main:574] : INFO : Epoch 2012 | loss: 0.031175 | val_loss: 0.0311949 | Time: 1613.38 ms [2021-09-27 02:01:07 main:574] : INFO : Epoch 2013 | loss: 0.0311789 | val_loss: 0.0311932 | Time: 1621.15 ms [2021-09-27 02:01:08 main:574] : INFO : Epoch 2014 | loss: 0.0311751 | val_loss: 0.0311876 | Time: 1634.57 ms [2021-09-27 02:01:10 main:574] : INFO : Epoch 2015 | loss: 0.0311754 | val_loss: 0.0311927 | Time: 1650.83 ms [2021-09-27 02:01:12 main:574] : INFO : Epoch 2016 | loss: 0.0311787 | val_loss: 0.0311938 | Time: 1638.11 ms [2021-09-27 02:01:13 main:574] : INFO : Epoch 2017 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 1655.13 ms [2021-09-27 02:01:15 main:574] : INFO : Epoch 2018 | loss: 0.0311751 | val_loss: 0.0311885 | Time: 1658.59 ms [2021-09-27 02:01:17 main:574] : INFO : Epoch 2019 | loss: 0.031177 | val_loss: 0.0311921 | Time: 1644.96 ms [2021-09-27 02:01:18 main:574] : INFO : Epoch 2020 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 1631.8 ms [2021-09-27 02:01:20 main:574] : INFO : Epoch 2021 | loss: 0.0311752 | val_loss: 0.0311909 | Time: 1621.63 ms [2021-09-27 02:01:22 main:574] : INFO : Epoch 2022 | loss: 0.0311745 | val_loss: 0.0311871 | Time: 1642.27 ms [2021-09-27 02:01:23 main:574] : INFO : Epoch 2023 | loss: 0.0311737 | val_loss: 0.0311878 | Time: 1593.13 ms [2021-09-27 02:01:25 main:574] : INFO : Epoch 2024 | loss: 0.0311737 | val_loss: 0.0311894 | Time: 1637.54 ms [2021-09-27 02:01:27 main:574] : INFO : Epoch 2025 | loss: 0.0311742 | val_loss: 0.0311876 | Time: 1659.92 ms [2021-09-27 02:01:28 main:574] : INFO : Epoch 2026 | loss: 0.0311751 | val_loss: 0.0311881 | Time: 1607.45 ms [2021-09-27 02:01:30 main:574] : INFO : Epoch 2027 | loss: 0.0311752 | val_loss: 0.0311894 | Time: 1624.59 ms [2021-09-27 02:01:31 main:574] : INFO : Epoch 2028 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 1639.26 ms [2021-09-27 02:01:33 main:574] : INFO : Epoch 2029 | loss: 0.0311767 | val_loss: 0.0311911 | Time: 1625.91 ms [2021-09-27 02:01:35 main:574] : INFO : Epoch 2030 | loss: 0.0311755 | val_loss: 0.0311872 | Time: 1632.19 ms [2021-09-27 02:01:36 main:574] : INFO : Epoch 2031 | loss: 0.0311738 | val_loss: 0.0311886 | Time: 1650.76 ms [2021-09-27 02:01:38 main:574] : INFO : Epoch 2032 | loss: 0.0311758 | val_loss: 0.0311893 | Time: 1603.98 ms [2021-09-27 02:01:40 main:574] : INFO : Epoch 2033 | loss: 0.0311749 | val_loss: 0.0311882 | Time: 1638.51 ms [2021-09-27 02:01:41 main:574] : INFO : Epoch 2034 | loss: 0.0311782 | val_loss: 0.0311931 | Time: 1615.48 ms [2021-09-27 02:01:43 main:574] : INFO : Epoch 2035 | loss: 0.03118 | val_loss: 0.0311993 | Time: 1642.18 ms [2021-09-27 02:01:45 main:574] : INFO : Epoch 2036 | loss: 0.0311776 | val_loss: 0.031188 | Time: 1630.84 ms [2021-09-27 02:01:46 main:574] : INFO : Epoch 2037 | loss: 0.0311736 | val_loss: 0.0311882 | Time: 1623.99 ms [2021-09-27 02:01:48 main:574] : INFO : Epoch 2038 | loss: 0.0311751 | val_loss: 0.0311862 | Time: 1600.83 ms [2021-09-27 02:01:49 main:574] : INFO : Epoch 2039 | loss: 0.0311763 | val_loss: 0.0311869 | Time: 1618.53 ms [2021-09-27 02:01:51 main:574] : INFO : Epoch 2040 | loss: 0.0311759 | val_loss: 0.0311879 | Time: 1628.77 ms [2021-09-27 02:01:53 main:574] : INFO : Epoch 2041 | loss: 0.0311743 | val_loss: 0.0311892 | Time: 1628.41 ms [2021-09-27 02:01:54 main:574] : INFO : Epoch 2042 | loss: 0.0311736 | val_loss: 0.0311878 | Time: 1633.18 ms [2021-09-27 02:01:56 main:574] : INFO : Epoch 2043 | loss: 0.031174 | val_loss: 0.0311892 | Time: 1616.25 ms [2021-09-27 02:01:58 main:574] : INFO : Epoch 2044 | loss: 0.0311753 | val_loss: 0.0311948 | Time: 1615.93 ms [2021-09-27 02:01:59 main:574] : INFO : Epoch 2045 | loss: 0.0311759 | val_loss: 0.0311877 | Time: 1606.21 ms [2021-09-27 02:02:01 main:574] : INFO : Epoch 2046 | loss: 0.0311732 | val_loss: 0.0311866 | Time: 1627.25 ms [2021-09-27 02:02:03 main:574] : INFO : Epoch 2047 | loss: 0.0311728 | val_loss: 0.0311866 | Time: 1643 ms [2021-09-27 02:02:04 main:574] : INFO : Epoch 2048 | loss: 0.0311722 | val_loss: 0.0311884 | Time: 1636.35 ms [2021-09-27 02:02:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311884 [2021-09-27 02:02:04 main:603] : INFO : Saving end state to config to file [2021-09-27 02:02:04 main:608] : INFO : Success, exiting.. 02:02:04 (14216): 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)