Task 3318230
| Name | ParityModified-1608176717-27617-0_0 |
| Workunit | 1585159 |
| Created | 17 Dec 2020, 3:45:21 UTC |
| Sent | 18 Dec 2020, 13:55:56 UTC |
| Report deadline | 26 Dec 2020, 13:55:56 UTC |
| Received | 19 Dec 2020, 4:23:52 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 50 min 33 sec |
| CPU time | 50 min 29 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312364 | val_loss: 0.0312386 | Time: 1486.71 ms
[2020-12-18 23:11:06 main:581] : INFO : Epoch 1539 | loss: 0.0312351 | val_loss: 0.0312397 | Time: 1497.37 ms
[2020-12-18 23:11:07 main:581] : INFO : Epoch 1540 | loss: 0.0312328 | val_loss: 0.0312381 | Time: 1483.02 ms
[2020-12-18 23:11:09 main:581] : INFO : Epoch 1541 | loss: 0.0312345 | val_loss: 0.0312387 | Time: 1459.16 ms
[2020-12-18 23:11:10 main:581] : INFO : Epoch 1542 | loss: 0.0312337 | val_loss: 0.0312381 | Time: 1506.29 ms
[2020-12-18 23:11:12 main:581] : INFO : Epoch 1543 | loss: 0.0312335 | val_loss: 0.0312398 | Time: 1511.65 ms
[2020-12-18 23:11:13 main:581] : INFO : Epoch 1544 | loss: 0.0312352 | val_loss: 0.031238 | Time: 1489.87 ms
[2020-12-18 23:11:15 main:581] : INFO : Epoch 1545 | loss: 0.031232 | val_loss: 0.0312414 | Time: 1506.69 ms
[2020-12-18 23:11:16 main:581] : INFO : Epoch 1546 | loss: 0.0312322 | val_loss: 0.0312398 | Time: 1511.22 ms
[2020-12-18 23:11:18 main:581] : INFO : Epoch 1547 | loss: 0.0312333 | val_loss: 0.0312375 | Time: 1431.94 ms
[2020-12-18 23:11:19 main:581] : INFO : Epoch 1548 | loss: 0.0312323 | val_loss: 0.0312394 | Time: 1435.39 ms
[2020-12-18 23:11:21 main:581] : INFO : Epoch 1549 | loss: 0.0312357 | val_loss: 0.0312396 | Time: 1498.14 ms
[2020-12-18 23:11:22 main:581] : INFO : Epoch 1550 | loss: 0.0312342 | val_loss: 0.0312371 | Time: 1508.6 ms
[2020-12-18 23:11:24 main:581] : INFO : Epoch 1551 | loss: 0.0312338 | val_loss: 0.0312364 | Time: 1487.72 ms
[2020-12-18 23:11:25 main:581] : INFO : Epoch 1552 | loss: 0.0312343 | val_loss: 0.0312371 | Time: 1460.11 ms
[2020-12-18 23:11:27 main:581] : INFO : Epoch 1553 | loss: 0.0312338 | val_loss: 0.0312366 | Time: 1480.65 ms
[2020-12-18 23:11:28 main:581] : INFO : Epoch 1554 | loss: 0.0312327 | val_loss: 0.0312364 | Time: 1459.57 ms
[2020-12-18 23:11:30 main:581] : INFO : Epoch 1555 | loss: 0.0312323 | val_loss: 0.0312365 | Time: 1435.49 ms
[2020-12-18 23:11:31 main:581] : INFO : Epoch 1556 | loss: 0.0312317 | val_loss: 0.0312379 | Time: 1465 ms
[2020-12-18 23:11:33 main:581] : INFO : Epoch 1557 | loss: 0.0312298 | val_loss: 0.0312378 | Time: 1485.41 ms
[2020-12-18 23:11:34 main:581] : INFO : Epoch 1558 | loss: 0.0312296 | val_loss: 0.0312388 | Time: 1486.1 ms
[2020-12-18 23:11:36 main:581] : INFO : Epoch 1559 | loss: 0.0312302 | val_loss: 0.0312359 | Time: 1458.51 ms
[2020-12-18 23:11:37 main:581] : INFO : Epoch 1560 | loss: 0.0312308 | val_loss: 0.0312356 | Time: 1501.45 ms
[2020-12-18 23:11:39 main:581] : INFO : Epoch 1561 | loss: 0.0312301 | val_loss: 0.0312355 | Time: 1477.63 ms
[2020-12-18 23:11:40 main:581] : INFO : Epoch 1562 | loss: 0.0312293 | val_loss: 0.0312349 | Time: 1471.69 ms
[2020-12-18 23:11:41 main:581] : INFO : Epoch 1563 | loss: 0.031228 | val_loss: 0.0312358 | Time: 1465.37 ms
[2020-12-18 23:11:43 main:581] : INFO : Epoch 1564 | loss: 0.0312291 | val_loss: 0.0312386 | Time: 1458.5 ms
[2020-12-18 23:11:44 main:581] : INFO : Epoch 1565 | loss: 0.0312297 | val_loss: 0.0312389 | Time: 1432.55 ms
[2020-12-18 23:11:46 main:581] : INFO : Epoch 1566 | loss: 0.0312303 | val_loss: 0.0312355 | Time: 1458.39 ms
[2020-12-18 23:11:47 main:581] : INFO : Epoch 1567 | loss: 0.0312295 | val_loss: 0.0312343 | Time: 1448.78 ms
[2020-12-18 23:11:49 main:581] : INFO : Epoch 1568 | loss: 0.0312282 | val_loss: 0.031235 | Time: 1410.72 ms
[2020-12-18 23:11:50 main:581] : INFO : Epoch 1569 | loss: 0.0312297 | val_loss: 0.0312366 | Time: 1398.88 ms
[2020-12-18 23:11:51 main:581] : INFO : Epoch 1570 | loss: 0.0312289 | val_loss: 0.0312337 | Time: 1409.18 ms
[2020-12-18 23:11:53 main:581] : INFO : Epoch 1571 | loss: 0.0312319 | val_loss: 0.031235 | Time: 1413.22 ms
[2020-12-18 23:11:54 main:581] : INFO : Epoch 1572 | loss: 0.0312289 | val_loss: 0.0312358 | Time: 1423.59 ms
[2020-12-18 23:11:56 main:581] : INFO : Epoch 1573 | loss: 0.0312268 | val_loss: 0.0312344 | Time: 1412.2 ms
[2020-12-18 23:11:57 main:581] : INFO : Epoch 1574 | loss: 0.0312274 | val_loss: 0.0312333 | Time: 1404.36 ms
[2020-12-18 23:11:59 main:581] : INFO : Epoch 1575 | loss: 0.0312271 | val_loss: 0.0312355 | Time: 1428.43 ms
[2020-12-18 23:12:00 main:581] : INFO : Epoch 1576 | loss: 0.0312295 | val_loss: 0.0312341 | Time: 1478.39 ms
[2020-12-18 23:12:02 main:581] : INFO : Epoch 1577 | loss: 0.0312288 | val_loss: 0.0312352 | Time: 1508.9 ms
[2020-12-18 23:12:03 main:581] : INFO : Epoch 1578 | loss: 0.0312288 | val_loss: 0.0312339 | Time: 1504.3 ms
[2020-12-18 23:12:05 main:581] : INFO : Epoch 1579 | loss: 0.0312271 | val_loss: 0.0312331 | Time: 1501.57 ms
[2020-12-18 23:12:06 main:581] : INFO : Epoch 1580 | loss: 0.0312271 | val_loss: 0.0312346 | Time: 1485 ms
[2020-12-18 23:12:08 main:581] : INFO : Epoch 1581 | loss: 0.0312263 | val_loss: 0.0312338 | Time: 1483.01 ms
[2020-12-18 23:12:09 main:581] : INFO : Epoch 1582 | loss: 0.0312264 | val_loss: 0.0312344 | Time: 1513.35 ms
[2020-12-18 23:12:11 main:581] : INFO : Epoch 1583 | loss: 0.0312267 | val_loss: 0.0312351 | Time: 1507.06 ms
[2020-12-18 23:12:12 main:581] : INFO : Epoch 1584 | loss: 0.0312336 | val_loss: 0.0312357 | Time: 1478.13 ms
[2020-12-18 23:12:14 main:581] : INFO : Epoch 1585 | loss: 0.0312373 | val_loss: 0.0312382 | Time: 1489.87 ms
[2020-12-18 23:12:15 main:581] : INFO : Epoch 1586 | loss: 0.0312358 | val_loss: 0.0312396 | Time: 1459.83 ms
[2020-12-18 23:12:17 main:581] : INFO : Epoch 1587 | loss: 0.0312353 | val_loss: 0.0312373 | Time: 1511.67 ms
[2020-12-18 23:12:18 main:581] : INFO : Epoch 1588 | loss: 0.0312332 | val_loss: 0.0312369 | Time: 1504.53 ms
[2020-12-18 23:12:20 main:581] : INFO : Epoch 1589 | loss: 0.0312335 | val_loss: 0.0312371 | Time: 1498.12 ms
[2020-12-18 23:12:21 main:581] : INFO : Epoch 1590 | loss: 0.0312336 | val_loss: 0.0312355 | Time: 1478.2 ms
[2020-12-18 23:12:22 main:581] : INFO : Epoch 1591 | loss: 0.0312334 | val_loss: 0.0312344 | Time: 1481.26 ms
[2020-12-18 23:12:24 main:581] : INFO : Epoch 1592 | loss: 0.031232 | val_loss: 0.031235 | Time: 1500.41 ms
[2020-12-18 23:12:25 main:581] : INFO : Epoch 1593 | loss: 0.0312316 | val_loss: 0.0312394 | Time: 1503.4 ms
[2020-12-18 23:12:27 main:581] : INFO : Epoch 1594 | loss: 0.0312308 | val_loss: 0.0312396 | Time: 1466.41 ms
[2020-12-18 23:12:28 main:581] : INFO : Epoch 1595 | loss: 0.0312293 | val_loss: 0.0312344 | Time: 1478.43 ms
[2020-12-18 23:12:30 main:581] : INFO : Epoch 1596 | loss: 0.0312283 | val_loss: 0.0312331 | Time: 1477.93 ms
[2020-12-18 23:12:31 main:581] : INFO : Epoch 1597 | loss: 0.0312279 | val_loss: 0.0312328 | Time: 1504.05 ms
[2020-12-18 23:12:33 main:581] : INFO : Epoch 1598 | loss: 0.0312283 | val_loss: 0.0312357 | Time: 1497.63 ms
[2020-12-18 23:12:34 main:581] : INFO : Epoch 1599 | loss: 0.0312305 | val_loss: 0.031234 | Time: 1489.28 ms
[2020-12-18 23:12:36 main:581] : INFO : Epoch 1600 | loss: 0.0312273 | val_loss: 0.0312319 | Time: 1485.6 ms
[2020-12-18 23:12:37 main:581] : INFO : Epoch 1601 | loss: 0.0312266 | val_loss: 0.0312354 | Time: 1519.4 ms
[2020-12-18 23:12:39 main:581] : INFO : Epoch 1602 | loss: 0.0312322 | val_loss: 0.0312342 | Time: 1494.31 ms
[2020-12-18 23:12:40 main:581] : INFO : Epoch 1603 | loss: 0.0312311 | val_loss: 0.0312384 | Time: 1474.01 ms
[2020-12-18 23:12:42 main:581] : INFO : Epoch 1604 | loss: 0.0312291 | val_loss: 0.0312334 | Time: 1473.08 ms
[2020-12-18 23:12:43 main:581] : INFO : Epoch 1605 | loss: 0.0312264 | val_loss: 0.0312317 | Time: 1508.64 ms
[2020-12-18 23:12:45 main:581] : INFO : Epoch 1606 | loss: 0.0312269 | val_loss: 0.0312334 | Time: 1477.13 ms
[2020-12-18 23:12:46 main:581] : INFO : Epoch 1607 | loss: 0.031228 | val_loss: 0.0312316 | Time: 1477.52 ms
[2020-12-18 23:12:48 main:581] : INFO : Epoch 1608 | loss: 0.0312287 | val_loss: 0.0312369 | Time: 1485.01 ms
[2020-12-18 23:12:49 main:581] : INFO : Epoch 1609 | loss: 0.031225 | val_loss: 0.0312376 | Time: 1478.35 ms
[2020-12-18 23:12:51 main:581] : INFO : Epoch 1610 | loss: 0.0312251 | val_loss: 0.0312328 | Time: 1473.68 ms
[2020-12-18 23:12:52 main:581] : INFO : Epoch 1611 | loss: 0.0312242 | val_loss: 0.0312326 | Time: 1435.72 ms
[2020-12-18 23:12:54 main:581] : INFO : Epoch 1612 | loss: 0.0312262 | val_loss: 0.0312416 | Time: 1427.76 ms
[2020-12-18 23:12:55 main:581] : INFO : Epoch 1613 | loss: 0.031228 | val_loss: 0.0312357 | Time: 1492.91 ms
[2020-12-18 23:12:57 main:581] : INFO : Epoch 1614 | loss: 0.0312242 | val_loss: 0.0312362 | Time: 1488.27 ms
[2020-12-18 23:12:58 main:581] : INFO : Epoch 1615 | loss: 0.0312248 | val_loss: 0.031237 | Time: 1485.53 ms
[2020-12-18 23:13:00 main:581] : INFO : Epoch 1616 | loss: 0.0312264 | val_loss: 0.0312344 | Time: 1483.88 ms
[2020-12-18 23:13:01 main:581] : INFO : Epoch 1617 | loss: 0.0312248 | val_loss: 0.0312348 | Time: 1478.67 ms
[2020-12-18 23:13:02 main:581] : INFO : Epoch 1618 | loss: 0.0312245 | val_loss: 0.0312355 | Time: 1468.36 ms
[2020-12-18 23:13:04 main:581] : INFO : Epoch 1619 | loss: 0.0312249 | val_loss: 0.0312309 | Time: 1427.87 ms
[2020-12-18 23:13:05 main:581] : INFO : Epoch 1620 | loss: 0.0312212 | val_loss: 0.0312311 | Time: 1496.67 ms
[2020-12-18 23:13:07 main:581] : INFO : Epoch 1621 | loss: 0.0312228 | val_loss: 0.0312295 | Time: 1479.56 ms
[2020-12-18 23:13:08 main:581] : INFO : Epoch 1622 | loss: 0.0312208 | val_loss: 0.031231 | Time: 1500.79 ms
[2020-12-18 23:13:10 main:581] : INFO : Epoch 1623 | loss: 0.0312208 | val_loss: 0.0312294 | Time: 1427.92 ms
[2020-12-18 23:13:11 main:581] : INFO : Epoch 1624 | loss: 0.0312207 | val_loss: 0.0312305 | Time: 1402.85 ms
[2020-12-18 23:13:13 main:581] : INFO : Epoch 1625 | loss: 0.03122 | val_loss: 0.031231 | Time: 1403.73 ms
[2020-12-18 23:13:14 main:581] : INFO : Epoch 1626 | loss: 0.031219 | val_loss: 0.031229 | Time: 1388.78 ms
[2020-12-18 23:13:15 main:581] : INFO : Epoch 1627 | loss: 0.0312183 | val_loss: 0.0312308 | Time: 1429.76 ms
[2020-12-18 23:13:17 main:581] : INFO : Epoch 1628 | loss: 0.0312206 | val_loss: 0.0312355 | Time: 1401.68 ms
[2020-12-18 23:13:18 main:581] : INFO : Epoch 1629 | loss: 0.0312254 | val_loss: 0.0312259 | Time: 1405.51 ms
[2020-12-18 23:13:20 main:581] : INFO : Epoch 1630 | loss: 0.0312227 | val_loss: 0.0312255 | Time: 1396.92 ms
[2020-12-18 23:13:21 main:581] : INFO : Epoch 1631 | loss: 0.0312208 | val_loss: 0.0312244 | Time: 1397.18 ms
[2020-12-18 23:13:22 main:581] : INFO : Epoch 1632 | loss: 0.0312212 | val_loss: 0.0312241 | Time: 1408.97 ms
[2020-12-18 23:13:24 main:581] : INFO : Epoch 1633 | loss: 0.0312214 | val_loss: 0.0312235 | Time: 1397.32 ms
[2020-12-18 23:13:25 main:581] : INFO : Epoch 1634 | loss: 0.0312211 | val_loss: 0.0312244 | Time: 1416.79 ms
[2020-12-18 23:13:27 main:581] : INFO : Epoch 1635 | loss: 0.0312197 | val_loss: 0.0312236 | Time: 1402.9 ms
[2020-12-18 23:13:28 main:581] : INFO : Epoch 1636 | loss: 0.0312192 | val_loss: 0.0312318 | Time: 1417.52 ms
[2020-12-18 23:13:30 main:581] : INFO : Epoch 1637 | loss: 0.0312194 | val_loss: 0.0312268 | Time: 1432.23 ms
[2020-12-18 23:13:31 main:581] : INFO : Epoch 1638 | loss: 0.0312186 | val_loss: 0.0312287 | Time: 1409.06 ms
[2020-12-18 23:13:32 main:581] : INFO : Epoch 1639 | loss: 0.031221 | val_loss: 0.0312235 | Time: 1404.16 ms
[2020-12-18 23:13:34 main:581] : INFO : Epoch 1640 | loss: 0.0312204 | val_loss: 0.0312235 | Time: 1408.69 ms
[2020-12-18 23:13:35 main:581] : INFO : Epoch 1641 | loss: 0.0312187 | val_loss: 0.0312242 | Time: 1423.37 ms
[2020-12-18 23:13:37 main:581] : INFO : Epoch 1642 | loss: 0.0312193 | val_loss: 0.0312226 | Time: 1413.44 ms
[2020-12-18 23:13:38 main:581] : INFO : Epoch 1643 | loss: 0.0312188 | val_loss: 0.0312224 | Time: 1420.86 ms
[2020-12-18 23:13:39 main:581] : INFO : Epoch 1644 | loss: 0.0312189 | val_loss: 0.0312364 | Time: 1404.08 ms
[2020-12-18 23:13:41 main:581] : INFO : Epoch 1645 | loss: 0.031221 | val_loss: 0.0312291 | Time: 1414.2 ms
[2020-12-18 23:13:42 main:581] : INFO : Epoch 1646 | loss: 0.0312186 | val_loss: 0.0312223 | Time: 1391.55 ms
[2020-12-18 23:13:44 main:581] : INFO : Epoch 1647 | loss: 0.0312162 | val_loss: 0.0312225 | Time: 1392.89 ms
[2020-12-18 23:13:45 main:581] : INFO : Epoch 1648 | loss: 0.0312167 | val_loss: 0.0312212 | Time: 1423 ms
[2020-12-18 23:13:46 main:581] : INFO : Epoch 1649 | loss: 0.031219 | val_loss: 0.0312273 | Time: 1462.83 ms
[2020-12-18 23:13:48 main:581] : INFO : Epoch 1650 | loss: 0.0312196 | val_loss: 0.0312364 | Time: 1456.81 ms
[2020-12-18 23:13:49 main:581] : INFO : Epoch 1651 | loss: 0.0312238 | val_loss: 0.03123 | Time: 1464.32 ms
[2020-12-18 23:13:51 main:581] : INFO : Epoch 1652 | loss: 0.0312239 | val_loss: 0.0312288 | Time: 1440.37 ms
[2020-12-18 23:13:52 main:581] : INFO : Epoch 1653 | loss: 0.0312186 | val_loss: 0.031224 | Time: 1479.38 ms
[2020-12-18 23:13:54 main:581] : INFO : Epoch 1654 | loss: 0.0312165 | val_loss: 0.0312228 | Time: 1503.68 ms
[2020-12-18 23:13:55 main:581] : INFO : Epoch 1655 | loss: 0.031215 | val_loss: 0.031224 | Time: 1471.29 ms
[2020-12-18 23:13:57 main:581] : INFO : Epoch 1656 | loss: 0.0312153 | val_loss: 0.0312242 | Time: 1486.55 ms
[2020-12-18 23:13:58 main:581] : INFO : Epoch 1657 | loss: 0.0312168 | val_loss: 0.031223 | Time: 1490.67 ms
[2020-12-18 23:14:00 main:581] : INFO : Epoch 1658 | loss: 0.0312144 | val_loss: 0.0312208 | Time: 1493.53 ms
[2020-12-18 23:14:01 main:581] : INFO : Epoch 1659 | loss: 0.0312186 | val_loss: 0.0312316 | Time: 1507.98 ms
[2020-12-18 23:14:03 main:581] : INFO : Epoch 1660 | loss: 0.03122 | val_loss: 0.0312224 | Time: 1481.71 ms
[2020-12-18 23:14:04 main:581] : INFO : Epoch 1661 | loss: 0.0312175 | val_loss: 0.0312286 | Time: 1485.8 ms
[2020-12-18 23:14:06 main:581] : INFO : Epoch 1662 | loss: 0.0312168 | val_loss: 0.031223 | Time: 1502.66 ms
[2020-12-18 23:14:07 main:581] : INFO : Epoch 1663 | loss: 0.031216 | val_loss: 0.031221 | Time: 1489.84 ms
[2020-12-18 23:14:09 main:581] : INFO : Epoch 1664 | loss: 0.0312147 | val_loss: 0.0312208 | Time: 1460.61 ms
[2020-12-18 23:14:10 main:581] : INFO : Epoch 1665 | loss: 0.0312148 | val_loss: 0.0312256 | Time: 1479.34 ms
[2020-12-18 23:14:12 main:581] : INFO : Epoch 1666 | loss: 0.0312189 | val_loss: 0.0312219 | Time: 1483.63 ms
[2020-12-18 23:14:13 main:581] : INFO : Epoch 1667 | loss: 0.0312157 | val_loss: 0.0312218 | Time: 1492 ms
[2020-12-18 23:14:15 main:581] : INFO : Epoch 1668 | loss: 0.0312154 | val_loss: 0.0312205 | Time: 1451.31 ms
[2020-12-18 23:14:16 main:581] : INFO : Epoch 1669 | loss: 0.0312149 | val_loss: 0.0312233 | Time: 1466.23 ms
[2020-12-18 23:14:18 main:581] : INFO : Epoch 1670 | loss: 0.0312163 | val_loss: 0.0312211 | Time: 1465.24 ms
[2020-12-18 23:14:19 main:581] : INFO : Epoch 1671 | loss: 0.0312136 | val_loss: 0.0312241 | Time: 1482.45 ms
[2020-12-18 23:14:21 main:581] : INFO : Epoch 1672 | loss: 0.0312136 | val_loss: 0.031222 | Time: 1486.93 ms
[2020-12-18 23:14:22 main:581] : INFO : Epoch 1673 | loss: 0.0312149 | val_loss: 0.0312186 | Time: 1499.13 ms
[2020-12-18 23:14:24 main:581] : INFO : Epoch 1674 | loss: 0.031216 | val_loss: 0.0312195 | Time: 1542.14 ms
[2020-12-18 23:14:25 main:581] : INFO : Epoch 1675 | loss: 0.0312158 | val_loss: 0.0312202 | Time: 1488.1 ms
[2020-12-18 23:14:27 main:581] : INFO : Epoch 1676 | loss: 0.0312168 | val_loss: 0.0312209 | Time: 1483.04 ms
[2020-12-18 23:14:28 main:581] : INFO : Epoch 1677 | loss: 0.0312133 | val_loss: 0.0312213 | Time: 1486.6 ms
[2020-12-18 23:14:29 main:581] : INFO : Epoch 1678 | loss: 0.0312141 | val_loss: 0.0312245 | Time: 1474.26 ms
[2020-12-18 23:14:31 main:581] : INFO : Epoch 1679 | loss: 0.0312141 | val_loss: 0.0312215 | Time: 1483.53 ms
[2020-12-18 23:14:32 main:581] : INFO : Epoch 1680 | loss: 0.0312163 | val_loss: 0.0312203 | Time: 1489.2 ms
[2020-12-18 23:14:34 main:581] : INFO : Epoch 1681 | loss: 0.031218 | val_loss: 0.0312218 | Time: 1475.47 ms
[2020-12-18 23:14:35 main:581] : INFO : Epoch 1682 | loss: 0.0312198 | val_loss: 0.0312239 | Time: 1489.96 ms
[2020-12-18 23:14:37 main:581] : INFO : Epoch 1683 | loss: 0.0312181 | val_loss: 0.031222 | Time: 1507.03 ms
[2020-12-18 23:14:38 main:581] : INFO : Epoch 1684 | loss: 0.0312169 | val_loss: 0.03122 | Time: 1502.96 ms
[2020-12-18 23:14:40 main:581] : INFO : Epoch 1685 | loss: 0.0312165 | val_loss: 0.031224 | Time: 1517.55 ms
[2020-12-18 23:14:41 main:581] : INFO : Epoch 1686 | loss: 0.0312158 | val_loss: 0.0312224 | Time: 1490.05 ms
[2020-12-18 23:14:43 main:581] : INFO : Epoch 1687 | loss: 0.0312177 | val_loss: 0.031221 | Time: 1501.67 ms
[2020-12-18 23:14:44 main:581] : INFO : Epoch 1688 | loss: 0.0312171 | val_loss: 0.0312215 | Time: 1489.16 ms
[2020-12-18 23:14:46 main:581] : INFO : Epoch 1689 | loss: 0.0312158 | val_loss: 0.0312202 | Time: 1504.57 ms
[2020-12-18 23:14:47 main:581] : INFO : Epoch 1690 | loss: 0.0312149 | val_loss: 0.0312222 | Time: 1477.99 ms
[2020-12-18 23:14:49 main:581] : INFO : Epoch 1691 | loss: 0.0312146 | val_loss: 0.0312198 | Time: 1478.92 ms
[2020-12-18 23:14:50 main:581] : INFO : Epoch 1692 | loss: 0.0312154 | val_loss: 0.0312203 | Time: 1482.27 ms
[2020-12-18 23:14:52 main:581] : INFO : Epoch 1693 | loss: 0.0312138 | val_loss: 0.0312202 | Time: 1508.32 ms
[2020-12-18 23:14:53 main:581] : INFO : Epoch 1694 | loss: 0.0312151 | val_loss: 0.0312194 | Time: 1523.84 ms
[2020-12-18 23:14:55 main:581] : INFO : Epoch 1695 | loss: 0.0312144 | val_loss: 0.0312202 | Time: 1530.2 ms
[2020-12-18 23:14:56 main:581] : INFO : Epoch 1696 | loss: 0.0312131 | val_loss: 0.0312213 | Time: 1497.95 ms
[2020-12-18 23:14:58 main:581] : INFO : Epoch 1697 | loss: 0.0312139 | val_loss: 0.0312228 | Time: 1522.57 ms
[2020-12-18 23:14:59 main:581] : INFO : Epoch 1698 | loss: 0.0312113 | val_loss: 0.0312187 | Time: 1497.73 ms
[2020-12-18 23:15:01 main:581] : INFO : Epoch 1699 | loss: 0.0312104 | val_loss: 0.0312189 | Time: 1498.61 ms
[2020-12-18 23:15:02 main:581] : INFO : Epoch 1700 | loss: 0.0312111 | val_loss: 0.0312195 | Time: 1501.04 ms
[2020-12-18 23:15:04 main:581] : INFO : Epoch 1701 | loss: 0.0312108 | val_loss: 0.0312222 | Time: 1500.38 ms
[2020-12-18 23:15:05 main:581] : INFO : Epoch 1702 | loss: 0.0312112 | val_loss: 0.0312184 | Time: 1499.98 ms
[2020-12-18 23:15:07 main:581] : INFO : Epoch 1703 | loss: 0.0312101 | val_loss: 0.0312184 | Time: 1501.1 ms
[2020-12-18 23:15:08 main:581] : INFO : Epoch 1704 | loss: 0.0312096 | val_loss: 0.0312191 | Time: 1500.44 ms
[2020-12-18 23:15:10 main:581] : INFO : Epoch 1705 | loss: 0.0312129 | val_loss: 0.0312192 | Time: 1500.53 ms
[2020-12-18 23:15:11 main:581] : INFO : Epoch 1706 | loss: 0.0312107 | val_loss: 0.0312171 | Time: 1476.17 ms
[2020-12-18 23:15:13 main:581] : INFO : Epoch 1707 | loss: 0.0312094 | val_loss: 0.0312171 | Time: 1500.07 ms
[2020-12-18 23:15:14 main:581] : INFO : Epoch 1708 | loss: 0.0312085 | val_loss: 0.0312176 | Time: 1482.47 ms
[2020-12-18 23:15:16 main:581] : INFO : Epoch 1709 | loss: 0.0312119 | val_loss: 0.0312268 | Time: 1484.13 ms
[2020-12-18 23:15:17 main:581] : INFO : Epoch 1710 | loss: 0.0312126 | val_loss: 0.0312187 | Time: 1473.84 ms
[2020-12-18 23:15:19 main:581] : INFO : Epoch 1711 | loss: 0.0312079 | val_loss: 0.0312165 | Time: 1483.12 ms
[2020-12-18 23:15:20 main:581] : INFO : Epoch 1712 | loss: 0.0312096 | val_loss: 0.0312166 | Time: 1517.55 ms
[2020-12-18 23:15:22 main:581] : INFO : Epoch 1713 | loss: 0.031208 | val_loss: 0.0312179 | Time: 1526.76 ms
[2020-12-18 23:15:23 main:581] : INFO : Epoch 1714 | loss: 0.0312088 | val_loss: 0.0312165 | Time: 1501.9 ms
[2020-12-18 23:15:25 main:581] : INFO : Epoch 1715 | loss: 0.0312085 | val_loss: 0.0312178 | Time: 1484 ms
[2020-12-18 23:15:26 main:581] : INFO : Epoch 1716 | loss: 0.0312097 | val_loss: 0.0312159 | Time: 1484.51 ms
[2020-12-18 23:15:28 main:581] : INFO : Epoch 1717 | loss: 0.0312093 | val_loss: 0.0312189 | Time: 1484.86 ms
[2020-12-18 23:15:29 main:581] : INFO : Epoch 1718 | loss: 0.0312096 | val_loss: 0.0312199 | Time: 1489.06 ms
[2020-12-18 23:15:31 main:581] : INFO : Epoch 1719 | loss: 0.0312085 | val_loss: 0.0312159 | Time: 1486.42 ms
[2020-12-18 23:15:32 main:581] : INFO : Epoch 1720 | loss: 0.0312064 | val_loss: 0.0312164 | Time: 1501.25 ms
[2020-12-18 23:15:34 main:581] : INFO : Epoch 1721 | loss: 0.0312076 | val_loss: 0.0312164 | Time: 1493.52 ms
[2020-12-18 23:15:35 main:581] : INFO : Epoch 1722 | loss: 0.0312061 | val_loss: 0.0312174 | Time: 1485.8 ms
[2020-12-18 23:15:37 main:581] : INFO : Epoch 1723 | loss: 0.0312061 | val_loss: 0.0312155 | Time: 1503.58 ms
[2020-12-18 23:15:38 main:581] : INFO : Epoch 1724 | loss: 0.0312059 | val_loss: 0.0312155 | Time: 1503.23 ms
[2020-12-18 23:15:40 main:581] : INFO : Epoch 1725 | loss: 0.0312057 | val_loss: 0.0312162 | Time: 1497.14 ms
[2020-12-18 23:15:41 main:581] : INFO : Epoch 1726 | loss: 0.0312072 | val_loss: 0.0312148 | Time: 1489.59 ms
[2020-12-18 23:15:43 main:581] : INFO : Epoch 1727 | loss: 0.0312072 | val_loss: 0.0312141 | Time: 1488.07 ms
[2020-12-18 23:15:44 main:581] : INFO : Epoch 1728 | loss: 0.031209 | val_loss: 0.0312167 | Time: 1484.97 ms
[2020-12-18 23:15:46 main:581] : INFO : Epoch 1729 | loss: 0.0312127 | val_loss: 0.0312145 | Time: 1489.37 ms
[2020-12-18 23:15:47 main:581] : INFO : Epoch 1730 | loss: 0.0312136 | val_loss: 0.0312182 | Time: 1496.9 ms
[2020-12-18 23:15:49 main:581] : INFO : Epoch 1731 | loss: 0.0312135 | val_loss: 0.0312151 | Time: 1493.14 ms
[2020-12-18 23:15:50 main:581] : INFO : Epoch 1732 | loss: 0.0312146 | val_loss: 0.0312175 | Time: 1496.02 ms
[2020-12-18 23:15:52 main:581] : INFO : Epoch 1733 | loss: 0.0312112 | val_loss: 0.0312151 | Time: 1498.18 ms
[2020-12-18 23:15:53 main:581] : INFO : Epoch 1734 | loss: 0.0312096 | val_loss: 0.0312172 | Time: 1491.12 ms
[2020-12-18 23:15:55 main:581] : INFO : Epoch 1735 | loss: 0.03121 | val_loss: 0.0312159 | Time: 1476.3 ms
[2020-12-18 23:15:56 main:581] : INFO : Epoch 1736 | loss: 0.0312103 | val_loss: 0.0312151 | Time: 1485.83 ms
[2020-12-18 23:15:58 main:581] : INFO : Epoch 1737 | loss: 0.0312081 | val_loss: 0.0312133 | Time: 1503.29 ms
[2020-12-18 23:15:59 main:581] : INFO : Epoch 1738 | loss: 0.0312095 | val_loss: 0.0312241 | Time: 1487.44 ms
[2020-12-18 23:16:01 main:581] : INFO : Epoch 1739 | loss: 0.0312132 | val_loss: 0.0312248 | Time: 1490.16 ms
[2020-12-18 23:16:02 main:581] : INFO : Epoch 1740 | loss: 0.0312119 | val_loss: 0.0312157 | Time: 1490.46 ms
[2020-12-18 23:16:04 main:581] : INFO : Epoch 1741 | loss: 0.0312126 | val_loss: 0.0312212 | Time: 1444.39 ms
[2020-12-18 23:16:05 main:581] : INFO : Epoch 1742 | loss: 0.0312083 | val_loss: 0.0312123 | Time: 1433.3 ms
[2020-12-18 23:16:07 main:581] : INFO : Epoch 1743 | loss: 0.0312076 | val_loss: 0.0312123 | Time: 1471.56 ms
[2020-12-18 23:16:08 main:581] : INFO : Epoch 1744 | loss: 0.0312074 | val_loss: 0.0312109 | Time: 1496.39 ms
[2020-12-18 23:16:10 main:581] : INFO : Epoch 1745 | loss: 0.0312063 | val_loss: 0.0312159 | Time: 1476.82 ms
[2020-12-18 23:16:11 main:581] : INFO : Epoch 1746 | loss: 0.031209 | val_loss: 0.0312104 | Time: 1467.77 ms
[2020-12-18 23:16:12 main:581] : INFO : Epoch 1747 | loss: 0.0312094 | val_loss: 0.0312135 | Time: 1477.66 ms
[2020-12-18 23:16:14 main:581] : INFO : Epoch 1748 | loss: 0.0312087 | val_loss: 0.0312156 | Time: 1492.73 ms
[2020-12-18 23:16:15 main:581] : INFO : Epoch 1749 | loss: 0.03121 | val_loss: 0.0312106 | Time: 1472.2 ms
[2020-12-18 23:16:17 main:581] : INFO : Epoch 1750 | loss: 0.0312087 | val_loss: 0.031211 | Time: 1505.45 ms
[2020-12-18 23:16:18 main:581] : INFO : Epoch 1751 | loss: 0.0312114 | val_loss: 0.0312205 | Time: 1495.21 ms
[2020-12-18 23:16:20 main:581] : INFO : Epoch 1752 | loss: 0.0312133 | val_loss: 0.0312117 | Time: 1483.45 ms
[2020-12-18 23:16:21 main:581] : INFO : Epoch 1753 | loss: 0.0312073 | val_loss: 0.0312099 | Time: 1464.96 ms
[2020-12-18 23:16:23 main:581] : INFO : Epoch 1754 | loss: 0.0312078 | val_loss: 0.0312089 | Time: 1476.25 ms
[2020-12-18 23:16:24 main:581] : INFO : Epoch 1755 | loss: 0.031212 | val_loss: 0.0312233 | Time: 1477.72 ms
[2020-12-18 23:16:26 main:581] : INFO : Epoch 1756 | loss: 0.0312264 | val_loss: 0.0312401 | Time: 1463.24 ms
[2020-12-18 23:16:27 main:581] : INFO : Epoch 1757 | loss: 0.0312258 | val_loss: 0.031225 | Time: 1470.34 ms
[2020-12-18 23:16:29 main:581] : INFO : Epoch 1758 | loss: 0.0312214 | val_loss: 0.0312211 | Time: 1468.69 ms
[2020-12-18 23:16:30 main:581] : INFO : Epoch 1759 | loss: 0.0312193 | val_loss: 0.0312309 | Time: 1487.87 ms
[2020-12-18 23:16:32 main:581] : INFO : Epoch 1760 | loss: 0.0312207 | val_loss: 0.031223 | Time: 1473.22 ms
[2020-12-18 23:16:33 main:581] : INFO : Epoch 1761 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 1482.1 ms
[2020-12-18 23:16:35 main:581] : INFO : Epoch 1762 | loss: 0.0312147 | val_loss: 0.0312184 | Time: 1499.38 ms
[2020-12-18 23:16:36 main:581] : INFO : Epoch 1763 | loss: 0.0312158 | val_loss: 0.0312218 | Time: 1492.38 ms
[2020-12-18 23:16:38 main:581] : INFO : Epoch 1764 | loss: 0.0312201 | val_loss: 0.0312275 | Time: 1539.37 ms
[2020-12-18 23:16:39 main:581] : INFO : Epoch 1765 | loss: 0.0312169 | val_loss: 0.0312174 | Time: 1491.49 ms
[2020-12-18 23:16:41 main:581] : INFO : Epoch 1766 | loss: 0.0312169 | val_loss: 0.0312181 | Time: 1481.55 ms
[2020-12-18 23:16:42 main:581] : INFO : Epoch 1767 | loss: 0.0312168 | val_loss: 0.0312212 | Time: 1482.99 ms
[2020-12-18 23:16:44 main:581] : INFO : Epoch 1768 | loss: 0.0312166 | val_loss: 0.0312242 | Time: 1476.47 ms
[2020-12-18 23:16:45 main:581] : INFO : Epoch 1769 | loss: 0.0312128 | val_loss: 0.0312161 | Time: 1474.94 ms
[2020-12-18 23:16:47 main:581] : INFO : Epoch 1770 | loss: 0.0312143 | val_loss: 0.0312177 | Time: 1471.71 ms
[2020-12-18 23:16:48 main:581] : INFO : Epoch 1771 | loss: 0.0312115 | val_loss: 0.0312238 | Time: 1504.4 ms
[2020-12-18 23:16:50 main:581] : INFO : Epoch 1772 | loss: 0.0312131 | val_loss: 0.0312173 | Time: 1467.86 ms
[2020-12-18 23:16:51 main:581] : INFO : Epoch 1773 | loss: 0.0312116 | val_loss: 0.031218 | Time: 1484.65 ms
[2020-12-18 23:16:53 main:581] : INFO : Epoch 1774 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 1475.37 ms
[2020-12-18 23:16:54 main:581] : INFO : Epoch 1775 | loss: 0.0312101 | val_loss: 0.0312145 | Time: 1490.62 ms
[2020-12-18 23:16:55 main:581] : INFO : Epoch 1776 | loss: 0.0312089 | val_loss: 0.0312147 | Time: 1471.74 ms
[2020-12-18 23:16:57 main:581] : INFO : Epoch 1777 | loss: 0.0312122 | val_loss: 0.0312192 | Time: 1472.15 ms
[2020-12-18 23:16:58 main:581] : INFO : Epoch 1778 | loss: 0.0312155 | val_loss: 0.0312181 | Time: 1497.73 ms
[2020-12-18 23:17:00 main:581] : INFO : Epoch 1779 | loss: 0.031211 | val_loss: 0.0312145 | Time: 1509.03 ms
[2020-12-18 23:17:01 main:581] : INFO : Epoch 1780 | loss: 0.0312076 | val_loss: 0.0312139 | Time: 1506.11 ms
[2020-12-18 23:17:03 main:581] : INFO : Epoch 1781 | loss: 0.0312081 | val_loss: 0.0312153 | Time: 1483.92 ms
[2020-12-18 23:17:04 main:581] : INFO : Epoch 1782 | loss: 0.0312094 | val_loss: 0.0312139 | Time: 1483.4 ms
[2020-12-18 23:17:06 main:581] : INFO : Epoch 1783 | loss: 0.0312064 | val_loss: 0.0312132 | Time: 1504.78 ms
[2020-12-18 23:17:07 main:581] : INFO : Epoch 1784 | loss: 0.0312065 | val_loss: 0.0312165 | Time: 1481.44 ms
[2020-12-18 23:17:09 main:581] : INFO : Epoch 1785 | loss: 0.0312085 | val_loss: 0.0312123 | Time: 1480.99 ms
[2020-12-18 23:17:10 main:581] : INFO : Epoch 1786 | loss: 0.0312064 | val_loss: 0.0312136 | Time: 1456 ms
[2020-12-18 23:17:12 main:581] : INFO : Epoch 1787 | loss: 0.0312083 | val_loss: 0.0312132 | Time: 1473.47 ms
[2020-12-18 23:17:13 main:581] : INFO : Epoch 1788 | loss: 0.0312076 | val_loss: 0.0312174 | Time: 1445.13 ms
[2020-12-18 23:17:15 main:581] : INFO : Epoch 1789 | loss: 0.0312066 | val_loss: 0.031212 | Time: 1495.96 ms
[2020-12-18 23:17:16 main:581] : INFO : Epoch 1790 | loss: 0.0312068 | val_loss: 0.0312135 | Time: 1489.32 ms
[2020-12-18 23:17:18 main:581] : INFO : Epoch 1791 | loss: 0.0312094 | val_loss: 0.0312172 | Time: 1460.01 ms
[2020-12-18 23:17:19 main:581] : INFO : Epoch 1792 | loss: 0.0312069 | val_loss: 0.0312223 | Time: 1477.49 ms
[2020-12-18 23:17:21 main:581] : INFO : Epoch 1793 | loss: 0.0312058 | val_loss: 0.0312122 | Time: 1436.78 ms
[2020-12-18 23:17:22 main:581] : INFO : Epoch 1794 | loss: 0.0312055 | val_loss: 0.0312119 | Time: 1429.98 ms
[2020-12-18 23:17:24 main:581] : INFO : Epoch 1795 | loss: 0.0312061 | val_loss: 0.0312114 | Time: 1423.11 ms
[2020-12-18 23:17:25 main:581] : INFO : Epoch 1796 | loss: 0.0312067 | val_loss: 0.0312113 | Time: 1436.74 ms
[2020-12-18 23:17:26 main:581] : INFO : Epoch 1797 | loss: 0.0312037 | val_loss: 0.031212 | Time: 1451.95 ms
[2020-12-18 23:17:28 main:581] : INFO : Epoch 1798 | loss: 0.0312044 | val_loss: 0.0312136 | Time: 1430.48 ms
[2020-12-18 23:17:29 main:581] : INFO : Epoch 1799 | loss: 0.0312047 | val_loss: 0.0312116 | Time: 1422.01 ms
[2020-12-18 23:17:31 main:581] : INFO : Epoch 1800 | loss: 0.0312028 | val_loss: 0.0312118 | Time: 1435.03 ms
[2020-12-18 23:17:32 main:581] : INFO : Epoch 1801 | loss: 0.0312023 | val_loss: 0.0312122 | Time: 1462.69 ms
[2020-12-18 23:17:34 main:581] : INFO : Epoch 1802 | loss: 0.0312028 | val_loss: 0.0312109 | Time: 1433.15 ms
[2020-12-18 23:17:35 main:581] : INFO : Epoch 1803 | loss: 0.0312033 | val_loss: 0.0312106 | Time: 1440.66 ms
[2020-12-18 23:17:36 main:581] : INFO : Epoch 1804 | loss: 0.0312025 | val_loss: 0.0312124 | Time: 1445.14 ms
[2020-12-18 23:17:38 main:581] : INFO : Epoch 1805 | loss: 0.0312025 | val_loss: 0.0312118 | Time: 1450.31 ms
[2020-12-18 23:17:39 main:581] : INFO : Epoch 1806 | loss: 0.0312059 | val_loss: 0.0312113 | Time: 1462.74 ms
[2020-12-18 23:17:41 main:581] : INFO : Epoch 1807 | loss: 0.0312039 | val_loss: 0.0312132 | Time: 1428.86 ms
[2020-12-18 23:17:42 main:581] : INFO : Epoch 1808 | loss: 0.0312031 | val_loss: 0.0312108 | Time: 1456.39 ms
[2020-12-18 23:17:44 main:581] : INFO : Epoch 1809 | loss: 0.0312074 | val_loss: 0.0312196 | Time: 1477.35 ms
[2020-12-18 23:17:45 main:581] : INFO : Epoch 1810 | loss: 0.0312143 | val_loss: 0.0312096 | Time: 1504.78 ms
[2020-12-18 23:17:47 main:581] : INFO : Epoch 1811 | loss: 0.0312068 | val_loss: 0.0312086 | Time: 1498.88 ms
[2020-12-18 23:17:48 main:581] : INFO : Epoch 1812 | loss: 0.0312061 | val_loss: 0.0312091 | Time: 1477.23 ms
[2020-12-18 23:17:50 main:581] : INFO : Epoch 1813 | loss: 0.0312065 | val_loss: 0.0312076 | Time: 1461.7 ms
[2020-12-18 23:17:51 main:581] : INFO : Epoch 1814 | loss: 0.0312043 | val_loss: 0.0312104 | Time: 1484.69 ms
[2020-12-18 23:17:53 main:581] : INFO : Epoch 1815 | loss: 0.0312036 | val_loss: 0.0312095 | Time: 1480.64 ms
[2020-12-18 23:17:54 main:581] : INFO : Epoch 1816 | loss: 0.0312034 | val_loss: 0.0312089 | Time: 1482.37 ms
[2020-12-18 23:17:56 main:581] : INFO : Epoch 1817 | loss: 0.0312041 | val_loss: 0.0312082 | Time: 1480.68 ms
[2020-12-18 23:17:57 main:581] : INFO : Epoch 1818 | loss: 0.0312056 | val_loss: 0.0312164 | Time: 1505.88 ms
[2020-12-18 23:17:59 main:581] : INFO : Epoch 1819 | loss: 0.0312041 | val_loss: 0.0312144 | Time: 1483.84 ms
[2020-12-18 23:18:00 main:581] : INFO : Epoch 1820 | loss: 0.0312031 | val_loss: 0.0312078 | Time: 1496.94 ms
[2020-12-18 23:18:02 main:581] : INFO : Epoch 1821 | loss: 0.031202 | val_loss: 0.0312121 | Time: 1522.89 ms
[2020-12-18 23:18:03 main:581] : INFO : Epoch 1822 | loss: 0.0312023 | val_loss: 0.0312072 | Time: 1499.91 ms
[2020-12-18 23:18:05 main:581] : INFO : Epoch 1823 | loss: 0.0312003 | val_loss: 0.0312066 | Time: 1493.81 ms
[2020-12-18 23:18:06 main:581] : INFO : Epoch 1824 | loss: 0.0312015 | val_loss: 0.0312072 | Time: 1496.9 ms
[2020-12-18 23:18:08 main:581] : INFO : Epoch 1825 | loss: 0.0311999 | val_loss: 0.0312068 | Time: 1497.17 ms
[2020-12-18 23:18:09 main:581] : INFO : Epoch 1826 | loss: 0.0311991 | val_loss: 0.0312074 | Time: 1509.72 ms
[2020-12-18 23:18:11 main:581] : INFO : Epoch 1827 | loss: 0.0311997 | val_loss: 0.0312132 | Time: 1484.61 ms
[2020-12-18 23:18:12 main:581] : INFO : Epoch 1828 | loss: 0.0312025 | val_loss: 0.0312065 | Time: 1484.55 ms
[2020-12-18 23:18:14 main:581] : INFO : Epoch 1829 | loss: 0.0311986 | val_loss: 0.0312065 | Time: 1481.59 ms
[2020-12-18 23:18:15 main:581] : INFO : Epoch 1830 | loss: 0.0311988 | val_loss: 0.0312069 | Time: 1489.21 ms
[2020-12-18 23:18:17 main:581] : INFO : Epoch 1831 | loss: 0.0312001 | val_loss: 0.0312084 | Time: 1520.13 ms
[2020-12-18 23:18:18 main:581] : INFO : Epoch 1832 | loss: 0.0312009 | val_loss: 0.0312067 | Time: 1472.06 ms
[2020-12-18 23:18:20 main:581] : INFO : Epoch 1833 | loss: 0.031199 | val_loss: 0.0312069 | Time: 1514.84 ms
[2020-12-18 23:18:21 main:581] : INFO : Epoch 1834 | loss: 0.0311992 | val_loss: 0.0312068 | Time: 1490.01 ms
[2020-12-18 23:18:23 main:581] : INFO : Epoch 1835 | loss: 0.0311984 | val_loss: 0.0312144 | Time: 1521.13 ms
[2020-12-18 23:18:24 main:581] : INFO : Epoch 1836 | loss: 0.0312065 | val_loss: 0.0312067 | Time: 1523.56 ms
[2020-12-18 23:18:26 main:581] : INFO : Epoch 1837 | loss: 0.0312036 | val_loss: 0.0312102 | Time: 1552.22 ms
[2020-12-18 23:18:27 main:581] : INFO : Epoch 1838 | loss: 0.0311987 | val_loss: 0.0312108 | Time: 1491.55 ms
[2020-12-18 23:18:29 main:581] : INFO : Epoch 1839 | loss: 0.0311988 | val_loss: 0.0312064 | Time: 1507.04 ms
[2020-12-18 23:18:30 main:581] : INFO : Epoch 1840 | loss: 0.0311977 | val_loss: 0.0312052 | Time: 1498.46 ms
[2020-12-18 23:18:32 main:581] : INFO : Epoch 1841 | loss: 0.0312002 | val_loss: 0.0312056 | Time: 1546.18 ms
[2020-12-18 23:18:33 main:581] : INFO : Epoch 1842 | loss: 0.0311987 | val_loss: 0.031208 | Time: 1512.31 ms
[2020-12-18 23:18:35 main:581] : INFO : Epoch 1843 | loss: 0.0311986 | val_loss: 0.0312054 | Time: 1521.79 ms
[2020-12-18 23:18:36 main:581] : INFO : Epoch 1844 | loss: 0.0311972 | val_loss: 0.0312086 | Time: 1496.34 ms
[2020-12-18 23:18:38 main:581] : INFO : Epoch 1845 | loss: 0.0311977 | val_loss: 0.0312066 | Time: 1508.03 ms
[2020-12-18 23:18:39 main:581] : INFO : Epoch 1846 | loss: 0.0311967 | val_loss: 0.0312057 | Time: 1495.2 ms
[2020-12-18 23:18:41 main:581] : INFO : Epoch 1847 | loss: 0.0311975 | val_loss: 0.0312055 | Time: 1476.13 ms
[2020-12-18 23:18:42 main:581] : INFO : Epoch 1848 | loss: 0.0311977 | val_loss: 0.0312053 | Time: 1493.27 ms
[2020-12-18 23:18:44 main:581] : INFO : Epoch 1849 | loss: 0.0311956 | val_loss: 0.0312048 | Time: 1521.14 ms
[2020-12-18 23:18:45 main:581] : INFO : Epoch 1850 | loss: 0.0312014 | val_loss: 0.0312136 | Time: 1496.7 ms
[2020-12-18 23:18:47 main:581] : INFO : Epoch 1851 | loss: 0.0312002 | val_loss: 0.0312099 | Time: 1494 ms
[2020-12-18 23:18:48 main:581] : INFO : Epoch 1852 | loss: 0.0311973 | val_loss: 0.0312066 | Time: 1522.53 ms
[2020-12-18 23:18:50 main:581] : INFO : Epoch 1853 | loss: 0.0311998 | val_loss: 0.0312071 | Time: 1534.96 ms
[2020-12-18 23:18:51 main:581] : INFO : Epoch 1854 | loss: 0.0311963 | val_loss: 0.0312057 | Time: 1502.79 ms
[2020-12-18 23:18:53 main:581] : INFO : Epoch 1855 | loss: 0.0311953 | val_loss: 0.0312076 | Time: 1486.04 ms
[2020-12-18 23:18:54 main:581] : INFO : Epoch 1856 | loss: 0.0311949 | val_loss: 0.0312065 | Time: 1505.59 ms
[2020-12-18 23:18:56 main:581] : INFO : Epoch 1857 | loss: 0.0311943 | val_loss: 0.0312076 | Time: 1486.65 ms
[2020-12-18 23:18:57 main:581] : INFO : Epoch 1858 | loss: 0.0311946 | val_loss: 0.0312078 | Time: 1505.41 ms
[2020-12-18 23:18:59 main:581] : INFO : Epoch 1859 | loss: 0.0311959 | val_loss: 0.0312046 | Time: 1497.34 ms
[2020-12-18 23:19:00 main:581] : INFO : Epoch 1860 | loss: 0.0311991 | val_loss: 0.031214 | Time: 1492.58 ms
[2020-12-18 23:19:02 main:581] : INFO : Epoch 1861 | loss: 0.0311938 | val_loss: 0.0312069 | Time: 1529.18 ms
[2020-12-18 23:19:03 main:581] : INFO : Epoch 1862 | loss: 0.031196 | val_loss: 0.0312072 | Time: 1489.9 ms
[2020-12-18 23:19:05 main:581] : INFO : Epoch 1863 | loss: 0.0311934 | val_loss: 0.0312074 | Time: 1483.92 ms
[2020-12-18 23:19:06 main:581] : INFO : Epoch 1864 | loss: 0.0311933 | val_loss: 0.0312059 | Time: 1507.86 ms
[2020-12-18 23:19:08 main:581] : INFO : Epoch 1865 | loss: 0.0311966 | val_loss: 0.0312065 | Time: 1533.69 ms
[2020-12-18 23:19:09 main:581] : INFO : Epoch 1866 | loss: 0.0311973 | val_loss: 0.0312052 | Time: 1492.8 ms
[2020-12-18 23:19:11 main:581] : INFO : Epoch 1867 | loss: 0.0311981 | val_loss: 0.0312052 | Time: 1449.99 ms
[2020-12-18 23:19:12 main:581] : INFO : Epoch 1868 | loss: 0.0311967 | val_loss: 0.0312082 | Time: 1444.28 ms
[2020-12-18 23:19:14 main:581] : INFO : Epoch 1869 | loss: 0.0311953 | val_loss: 0.0312086 | Time: 1440.38 ms
[2020-12-18 23:19:15 main:581] : INFO : Epoch 1870 | loss: 0.0312007 | val_loss: 0.0312106 | Time: 1450.61 ms
[2020-12-18 23:19:17 main:581] : INFO : Epoch 1871 | loss: 0.031202 | val_loss: 0.0312102 | Time: 1449.09 ms
[2020-12-18 23:19:18 main:581] : INFO : Epoch 1872 | loss: 0.0311972 | val_loss: 0.0312069 | Time: 1443.96 ms
[2020-12-18 23:19:19 main:581] : INFO : Epoch 1873 | loss: 0.0311959 | val_loss: 0.0312114 | Time: 1452.62 ms
[2020-12-18 23:19:21 main:581] : INFO : Epoch 1874 | loss: 0.0311935 | val_loss: 0.0312064 | Time: 1472.94 ms
[2020-12-18 23:19:22 main:581] : INFO : Epoch 1875 | loss: 0.0311937 | val_loss: 0.0312065 | Time: 1455.71 ms
[2020-12-18 23:19:24 main:581] : INFO : Epoch 1876 | loss: 0.0311951 | val_loss: 0.0312127 | Time: 1508.11 ms
[2020-12-18 23:19:25 main:581] : INFO : Epoch 1877 | loss: 0.0311939 | val_loss: 0.0312056 | Time: 1493.71 ms
[2020-12-18 23:19:27 main:581] : INFO : Epoch 1878 | loss: 0.0311914 | val_loss: 0.0312076 | Time: 1484.53 ms
[2020-12-18 23:19:28 main:581] : INFO : Epoch 1879 | loss: 0.0311917 | val_loss: 0.031206 | Time: 1466.7 ms
[2020-12-18 23:19:30 main:581] : INFO : Epoch 1880 | loss: 0.0311924 | val_loss: 0.0312063 | Time: 1505.72 ms
[2020-12-18 23:19:31 main:581] : INFO : Epoch 1881 | loss: 0.0311935 | val_loss: 0.0312123 | Time: 1506.61 ms
[2020-12-18 23:19:33 main:581] : INFO : Epoch 1882 | loss: 0.0311922 | val_loss: 0.0312059 | Time: 1494.12 ms
[2020-12-18 23:19:34 main:581] : INFO : Epoch 1883 | loss: 0.0311929 | val_loss: 0.0312085 | Time: 1522.25 ms
[2020-12-18 23:19:36 main:581] : INFO : Epoch 1884 | loss: 0.0311993 | val_loss: 0.0312047 | Time: 1511.86 ms
[2020-12-18 23:19:37 main:581] : INFO : Epoch 1885 | loss: 0.031196 | val_loss: 0.0312038 | Time: 1476.88 ms
[2020-12-18 23:19:39 main:581] : INFO : Epoch 1886 | loss: 0.0311968 | val_loss: 0.031204 | Time: 1486.78 ms
[2020-12-18 23:19:40 main:581] : INFO : Epoch 1887 | loss: 0.0311943 | val_loss: 0.0312046 | Time: 1493.34 ms
[2020-12-18 23:19:42 main:581] : INFO : Epoch 1888 | loss: 0.0311924 | val_loss: 0.0312046 | Time: 1481.05 ms
[2020-12-18 23:19:43 main:581] : INFO : Epoch 1889 | loss: 0.0311919 | val_loss: 0.0312055 | Time: 1479.72 ms
[2020-12-18 23:19:45 main:581] : INFO : Epoch 1890 | loss: 0.0311928 | val_loss: 0.0312062 | Time: 1487.65 ms
[2020-12-18 23:19:46 main:581] : INFO : Epoch 1891 | loss: 0.0311905 | val_loss: 0.0312089 | Time: 1504.5 ms
[2020-12-18 23:19:48 main:581] : INFO : Epoch 1892 | loss: 0.0311912 | val_loss: 0.0312049 | Time: 1494.23 ms
[2020-12-18 23:19:49 main:581] : INFO : Epoch 1893 | loss: 0.031192 | val_loss: 0.0312051 | Time: 1513 ms
[2020-12-18 23:19:51 main:581] : INFO : Epoch 1894 | loss: 0.0311916 | val_loss: 0.0312052 | Time: 1472.29 ms
[2020-12-18 23:19:52 main:581] : INFO : Epoch 1895 | loss: 0.0311926 | val_loss: 0.0312082 | Time: 1493.34 ms
[2020-12-18 23:19:54 main:581] : INFO : Epoch 1896 | loss: 0.0311907 | val_loss: 0.0312072 | Time: 1501.96 ms
[2020-12-18 23:19:55 main:581] : INFO : Epoch 1897 | loss: 0.0311913 | val_loss: 0.0312085 | Time: 1475.63 ms
[2020-12-18 23:19:57 main:581] : INFO : Epoch 1898 | loss: 0.0311909 | val_loss: 0.0312106 | Time: 1474.94 ms
[2020-12-18 23:19:58 main:581] : INFO : Epoch 1899 | loss: 0.0311925 | val_loss: 0.0312069 | Time: 1476.17 ms
[2020-12-18 23:20:00 main:581] : INFO : Epoch 1900 | loss: 0.0311948 | val_loss: 0.0312074 | Time: 1489.12 ms
[2020-12-18 23:20:01 main:581] : INFO : Epoch 1901 | loss: 0.0311934 | val_loss: 0.0312099 | Time: 1478.47 ms
[2020-12-18 23:20:03 main:581] : INFO : Epoch 1902 | loss: 0.0311933 | val_loss: 0.0312084 | Time: 1511.23 ms
[2020-12-18 23:20:04 main:581] : INFO : Epoch 1903 | loss: 0.0311907 | val_loss: 0.0312062 | Time: 1489.47 ms
[2020-12-18 23:20:06 main:581] : INFO : Epoch 1904 | loss: 0.0311903 | val_loss: 0.031207 | Time: 1470.62 ms
[2020-12-18 23:20:07 main:581] : INFO : Epoch 1905 | loss: 0.0311919 | val_loss: 0.0312065 | Time: 1471.17 ms
[2020-12-18 23:20:09 main:581] : INFO : Epoch 1906 | loss: 0.0311921 | val_loss: 0.0312086 | Time: 1479.07 ms
[2020-12-18 23:20:10 main:581] : INFO : Epoch 1907 | loss: 0.0311928 | val_loss: 0.031207 | Time: 1491.32 ms
[2020-12-18 23:20:12 main:581] : INFO : Epoch 1908 | loss: 0.0311901 | val_loss: 0.0312093 | Time: 1484.51 ms
[2020-12-18 23:20:13 main:581] : INFO : Epoch 1909 | loss: 0.0311887 | val_loss: 0.0312077 | Time: 1484.55 ms
[2020-12-18 23:20:14 main:581] : INFO : Epoch 1910 | loss: 0.0311892 | val_loss: 0.0312066 | Time: 1480.95 ms
[2020-12-18 23:20:16 main:581] : INFO : Epoch 1911 | loss: 0.0311915 | val_loss: 0.031205 | Time: 1499.31 ms
[2020-12-18 23:20:18 main:581] : INFO : Epoch 1912 | loss: 0.0311943 | val_loss: 0.0312038 | Time: 1511.08 ms
[2020-12-18 23:20:19 main:581] : INFO : Epoch 1913 | loss: 0.0311926 | val_loss: 0.031217 | Time: 1522.59 ms
[2020-12-18 23:20:21 main:581] : INFO : Epoch 1914 | loss: 0.0311966 | val_loss: 0.0312066 | Time: 1510.61 ms
[2020-12-18 23:20:22 main:581] : INFO : Epoch 1915 | loss: 0.0311957 | val_loss: 0.0312046 | Time: 1488.31 ms
[2020-12-18 23:20:24 main:581] : INFO : Epoch 1916 | loss: 0.0311921 | val_loss: 0.0312043 | Time: 1484.36 ms
[2020-12-18 23:20:25 main:581] : INFO : Epoch 1917 | loss: 0.0311928 | val_loss: 0.0312083 | Time: 1480.72 ms
[2020-12-18 23:20:26 main:581] : INFO : Epoch 1918 | loss: 0.0311907 | val_loss: 0.0312051 | Time: 1494.79 ms
[2020-12-18 23:20:28 main:581] : INFO : Epoch 1919 | loss: 0.0311892 | val_loss: 0.0312044 | Time: 1517.18 ms
[2020-12-18 23:20:30 main:581] : INFO : Epoch 1920 | loss: 0.0311891 | val_loss: 0.0312062 | Time: 1494.53 ms
[2020-12-18 23:20:31 main:581] : INFO : Epoch 1921 | loss: 0.0311876 | val_loss: 0.0312093 | Time: 1502.24 ms
[2020-12-18 23:20:32 main:581] : INFO : Epoch 1922 | loss: 0.0311889 | val_loss: 0.0312046 | Time: 1476.46 ms
[2020-12-18 23:20:34 main:581] : INFO : Epoch 1923 | loss: 0.0311901 | val_loss: 0.0312089 | Time: 1482.3 ms
[2020-12-18 23:20:35 main:581] : INFO : Epoch 1924 | loss: 0.0311895 | val_loss: 0.0312121 | Time: 1477.43 ms
[2020-12-18 23:20:37 main:581] : INFO : Epoch 1925 | loss: 0.0312144 | val_loss: 0.031216 | Time: 1486.78 ms
[2020-12-18 23:20:38 main:581] : INFO : Epoch 1926 | loss: 0.0312144 | val_loss: 0.0312167 | Time: 1486.94 ms
[2020-12-18 23:20:40 main:581] : INFO : Epoch 1927 | loss: 0.0312111 | val_loss: 0.0312105 | Time: 1484.01 ms
[2020-12-18 23:20:41 main:581] : INFO : Epoch 1928 | loss: 0.0312087 | val_loss: 0.0312103 | Time: 1451.96 ms
[2020-12-18 23:20:43 main:581] : INFO : Epoch 1929 | loss: 0.0312054 | val_loss: 0.0312066 | Time: 1449.55 ms
[2020-12-18 23:20:44 main:581] : INFO : Epoch 1930 | loss: 0.0312042 | val_loss: 0.0312096 | Time: 1486.19 ms
[2020-12-18 23:20:46 main:581] : INFO : Epoch 1931 | loss: 0.0312026 | val_loss: 0.0312036 | Time: 1470.31 ms
[2020-12-18 23:20:47 main:581] : INFO : Epoch 1932 | loss: 0.0312 | val_loss: 0.0312032 | Time: 1496.42 ms
[2020-12-18 23:20:49 main:581] : INFO : Epoch 1933 | loss: 0.0312003 | val_loss: 0.0312057 | Time: 1504.4 ms
[2020-12-18 23:20:50 main:581] : INFO : Epoch 1934 | loss: 0.031199 | val_loss: 0.0312014 | Time: 1502.98 ms
[2020-12-18 23:20:52 main:581] : INFO : Epoch 1935 | loss: 0.0311997 | val_loss: 0.0312027 | Time: 1487.98 ms
[2020-12-18 23:20:53 main:581] : INFO : Epoch 1936 | loss: 0.0311979 | val_loss: 0.0312014 | Time: 1465.28 ms
[2020-12-18 23:20:55 main:581] : INFO : Epoch 1937 | loss: 0.031199 | val_loss: 0.0312028 | Time: 1485.49 ms
[2020-12-18 23:20:56 main:581] : INFO : Epoch 1938 | loss: 0.031197 | val_loss: 0.0312014 | Time: 1488.12 ms
[2020-12-18 23:20:58 main:581] : INFO : Epoch 1939 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 1478.17 ms
[2020-12-18 23:20:59 main:581] : INFO : Epoch 1940 | loss: 0.0311963 | val_loss: 0.0312054 | Time: 1470.28 ms
[2020-12-18 23:21:01 main:581] : INFO : Epoch 1941 | loss: 0.0311968 | val_loss: 0.0312001 | Time: 1467.53 ms
[2020-12-18 23:21:02 main:581] : INFO : Epoch 1942 | loss: 0.0311956 | val_loss: 0.0311997 | Time: 1499.44 ms
[2020-12-18 23:21:04 main:581] : INFO : Epoch 1943 | loss: 0.0311954 | val_loss: 0.0312014 | Time: 1499.71 ms
[2020-12-18 23:21:05 main:581] : INFO : Epoch 1944 | loss: 0.0311959 | val_loss: 0.0312016 | Time: 1512.2 ms
[2020-12-18 23:21:07 main:581] : INFO : Epoch 1945 | loss: 0.0311949 | val_loss: 0.0312 | Time: 1510.28 ms
[2020-12-18 23:21:08 main:581] : INFO : Epoch 1946 | loss: 0.0311941 | val_loss: 0.0312005 | Time: 1498.77 ms
[2020-12-18 23:21:10 main:581] : INFO : Epoch 1947 | loss: 0.031197 | val_loss: 0.0312037 | Time: 1469.58 ms
[2020-12-18 23:21:11 main:581] : INFO : Epoch 1948 | loss: 0.0311976 | val_loss: 0.0312022 | Time: 1483.06 ms
[2020-12-18 23:21:13 main:581] : INFO : Epoch 1949 | loss: 0.0311938 | val_loss: 0.0312012 | Time: 1494.75 ms
[2020-12-18 23:21:14 main:581] : INFO : Epoch 1950 | loss: 0.0311963 | val_loss: 0.031199 | Time: 1492.15 ms
[2020-12-18 23:21:16 main:581] : INFO : Epoch 1951 | loss: 0.0311957 | val_loss: 0.0312006 | Time: 1498.92 ms
[2020-12-18 23:21:17 main:581] : INFO : Epoch 1952 | loss: 0.0311929 | val_loss: 0.031202 | Time: 1503.83 ms
[2020-12-18 23:21:19 main:581] : INFO : Epoch 1953 | loss: 0.0311926 | val_loss: 0.0311997 | Time: 1490.63 ms
[2020-12-18 23:21:20 main:581] : INFO : Epoch 1954 | loss: 0.0311934 | val_loss: 0.0311993 | Time: 1473.76 ms
[2020-12-18 23:21:22 main:581] : INFO : Epoch 1955 | loss: 0.031195 | val_loss: 0.0312007 | Time: 1468.8 ms
[2020-12-18 23:21:23 main:581] : INFO : Epoch 1956 | loss: 0.0311967 | val_loss: 0.0312004 | Time: 1512.95 ms
[2020-12-18 23:21:24 main:581] : INFO : Epoch 1957 | loss: 0.0311949 | val_loss: 0.0312004 | Time: 1455.61 ms
[2020-12-18 23:21:26 main:581] : INFO : Epoch 1958 | loss: 0.0311955 | val_loss: 0.0311998 | Time: 1493.34 ms
[2020-12-18 23:21:27 main:581] : INFO : Epoch 1959 | loss: 0.0311955 | val_loss: 0.0312005 | Time: 1474.87 ms
[2020-12-18 23:21:29 main:581] : INFO : Epoch 1960 | loss: 0.0311935 | val_loss: 0.0312012 | Time: 1490.84 ms
[2020-12-18 23:21:30 main:581] : INFO : Epoch 1961 | loss: 0.0311931 | val_loss: 0.0312025 | Time: 1508.23 ms
[2020-12-18 23:21:32 main:581] : INFO : Epoch 1962 | loss: 0.0311986 | val_loss: 0.0312146 | Time: 1529.05 ms
[2020-12-18 23:21:33 main:581] : INFO : Epoch 1963 | loss: 0.0311983 | val_loss: 0.0312018 | Time: 1502.42 ms
[2020-12-18 23:21:35 main:581] : INFO : Epoch 1964 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 1495.8 ms
[2020-12-18 23:21:36 main:581] : INFO : Epoch 1965 | loss: 0.0311897 | val_loss: 0.0311992 | Time: 1489.23 ms
[2020-12-18 23:21:38 main:581] : INFO : Epoch 1966 | loss: 0.0311898 | val_loss: 0.0311985 | Time: 1496.46 ms
[2020-12-18 23:21:39 main:581] : INFO : Epoch 1967 | loss: 0.0311893 | val_loss: 0.0311987 | Time: 1507.05 ms
[2020-12-18 23:21:41 main:581] : INFO : Epoch 1968 | loss: 0.03119 | val_loss: 0.0311995 | Time: 1474.46 ms
[2020-12-18 23:21:42 main:581] : INFO : Epoch 1969 | loss: 0.0311892 | val_loss: 0.0311995 | Time: 1478.15 ms
[2020-12-18 23:21:44 main:581] : INFO : Epoch 1970 | loss: 0.0311884 | val_loss: 0.0311997 | Time: 1506.39 ms
[2020-12-18 23:21:45 main:581] : INFO : Epoch 1971 | loss: 0.0311909 | val_loss: 0.0312086 | Time: 1496.51 ms
[2020-12-18 23:21:47 main:581] : INFO : Epoch 1972 | loss: 0.0311909 | val_loss: 0.0311996 | Time: 1514.22 ms
[2020-12-18 23:21:48 main:581] : INFO : Epoch 1973 | loss: 0.0311885 | val_loss: 0.0312002 | Time: 1492.21 ms
[2020-12-18 23:21:50 main:581] : INFO : Epoch 1974 | loss: 0.0311895 | val_loss: 0.0311994 | Time: 1472.54 ms
[2020-12-18 23:21:51 main:581] : INFO : Epoch 1975 | loss: 0.0311876 | val_loss: 0.0312005 | Time: 1471.62 ms
[2020-12-18 23:21:53 main:581] : INFO : Epoch 1976 | loss: 0.031187 | val_loss: 0.0311997 | Time: 1463.32 ms
[2020-12-18 23:21:54 main:581] : INFO : Epoch 1977 | loss: 0.0311868 | val_loss: 0.0311982 | Time: 1467.15 ms
[2020-12-18 23:21:56 main:581] : INFO : Epoch 1978 | loss: 0.0311868 | val_loss: 0.0312007 | Time: 1480.35 ms
[2020-12-18 23:21:57 main:581] : INFO : Epoch 1979 | loss: 0.0311867 | val_loss: 0.0312035 | Time: 1479.51 ms
[2020-12-18 23:21:59 main:581] : INFO : Epoch 1980 | loss: 0.0311866 | val_loss: 0.0311998 | Time: 1489.09 ms
[2020-12-18 23:22:00 main:581] : INFO : Epoch 1981 | loss: 0.0311864 | val_loss: 0.0311998 | Time: 1464.8 ms
[2020-12-18 23:22:02 main:581] : INFO : Epoch 1982 | loss: 0.0311865 | val_loss: 0.031204 | Time: 1495.92 ms
[2020-12-18 23:22:03 main:581] : INFO : Epoch 1983 | loss: 0.0311872 | val_loss: 0.0312001 | Time: 1512.45 ms
[2020-12-18 23:22:05 main:581] : INFO : Epoch 1984 | loss: 0.031199 | val_loss: 0.0312197 | Time: 1470.41 ms
[2020-12-18 23:22:06 main:581] : INFO : Epoch 1985 | loss: 0.0312255 | val_loss: 0.0312248 | Time: 1479.99 ms
[2020-12-18 23:22:08 main:581] : INFO : Epoch 1986 | loss: 0.031222 | val_loss: 0.0312177 | Time: 1465.59 ms
[2020-12-18 23:22:09 main:581] : INFO : Epoch 1987 | loss: 0.0312174 | val_loss: 0.0312194 | Time: 1480.91 ms
[2020-12-18 23:22:11 main:581] : INFO : Epoch 1988 | loss: 0.0312155 | val_loss: 0.0312143 | Time: 1497.08 ms
[2020-12-18 23:22:12 main:581] : INFO : Epoch 1989 | loss: 0.0312121 | val_loss: 0.0312097 | Time: 1498.05 ms
[2020-12-18 23:22:14 main:581] : INFO : Epoch 1990 | loss: 0.0312091 | val_loss: 0.0312077 | Time: 1493.29 ms
[2020-12-18 23:22:15 main:581] : INFO : Epoch 1991 | loss: 0.0312071 | val_loss: 0.0312067 | Time: 1478.26 ms
[2020-12-18 23:22:17 main:581] : INFO : Epoch 1992 | loss: 0.0312073 | val_loss: 0.0312058 | Time: 1463.52 ms
[2020-12-18 23:22:18 main:581] : INFO : Epoch 1993 | loss: 0.0312054 | val_loss: 0.0312059 | Time: 1487.79 ms
[2020-12-18 23:22:20 main:581] : INFO : Epoch 1994 | loss: 0.0312041 | val_loss: 0.0312051 | Time: 1487.44 ms
[2020-12-18 23:22:21 main:581] : INFO : Epoch 1995 | loss: 0.0312052 | val_loss: 0.0312037 | Time: 1521.57 ms
[2020-12-18 23:22:23 main:581] : INFO : Epoch 1996 | loss: 0.031203 | val_loss: 0.0312049 | Time: 1525.07 ms
[2020-12-18 23:22:24 main:581] : INFO : Epoch 1997 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 1495.38 ms
[2020-12-18 23:22:26 main:581] : INFO : Epoch 1998 | loss: 0.0312012 | val_loss: 0.0312034 | Time: 1475.79 ms
[2020-12-18 23:22:27 main:581] : INFO : Epoch 1999 | loss: 0.0312003 | val_loss: 0.0312013 | Time: 1492.97 ms
[2020-12-18 23:22:29 main:581] : INFO : Epoch 2000 | loss: 0.0311998 | val_loss: 0.0312017 | Time: 1497.62 ms
[2020-12-18 23:22:30 main:581] : INFO : Epoch 2001 | loss: 0.0312001 | val_loss: 0.0312017 | Time: 1487.59 ms
[2020-12-18 23:22:32 main:581] : INFO : Epoch 2002 | loss: 0.0312003 | val_loss: 0.031205 | Time: 1497.72 ms
[2020-12-18 23:22:33 main:581] : INFO : Epoch 2003 | loss: 0.0312026 | val_loss: 0.0312058 | Time: 1488.41 ms
[2020-12-18 23:22:34 main:581] : INFO : Epoch 2004 | loss: 0.0312016 | val_loss: 0.0312009 | Time: 1486.78 ms
[2020-12-18 23:22:36 main:581] : INFO : Epoch 2005 | loss: 0.0311997 | val_loss: 0.0312007 | Time: 1495.8 ms
[2020-12-18 23:22:37 main:581] : INFO : Epoch 2006 | loss: 0.0311982 | val_loss: 0.0311998 | Time: 1496.43 ms
[2020-12-18 23:22:39 main:581] : INFO : Epoch 2007 | loss: 0.0311981 | val_loss: 0.0311996 | Time: 1503.17 ms
[2020-12-18 23:22:41 main:581] : INFO : Epoch 2008 | loss: 0.0311982 | val_loss: 0.0311988 | Time: 1516.75 ms
[2020-12-18 23:22:42 main:581] : INFO : Epoch 2009 | loss: 0.0312027 | val_loss: 0.0312139 | Time: 1505.08 ms
[2020-12-18 23:22:44 main:581] : INFO : Epoch 2010 | loss: 0.0312021 | val_loss: 0.0312011 | Time: 1494.17 ms
[2020-12-18 23:22:45 main:581] : INFO : Epoch 2011 | loss: 0.0311965 | val_loss: 0.0311996 | Time: 1502.41 ms
[2020-12-18 23:22:47 main:581] : INFO : Epoch 2012 | loss: 0.0311959 | val_loss: 0.0311998 | Time: 1515.65 ms
[2020-12-18 23:22:48 main:581] : INFO : Epoch 2013 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 1497.09 ms
[2020-12-18 23:22:50 main:581] : INFO : Epoch 2014 | loss: 0.0311966 | val_loss: 0.0311995 | Time: 1498.28 ms
[2020-12-18 23:22:51 main:581] : INFO : Epoch 2015 | loss: 0.0311963 | val_loss: 0.0312056 | Time: 1506.12 ms
[2020-12-18 23:22:53 main:581] : INFO : Epoch 2016 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 1523.47 ms
[2020-12-18 23:22:54 main:581] : INFO : Epoch 2017 | loss: 0.0311948 | val_loss: 0.0312038 | Time: 1540.66 ms
[2020-12-18 23:22:56 main:581] : INFO : Epoch 2018 | loss: 0.0311957 | val_loss: 0.0311985 | Time: 1550 ms
[2020-12-18 23:22:57 main:581] : INFO : Epoch 2019 | loss: 0.0311958 | val_loss: 0.0312049 | Time: 1482.34 ms
[2020-12-18 23:22:59 main:581] : INFO : Epoch 2020 | loss: 0.0311957 | val_loss: 0.0311983 | Time: 1485.31 ms
[2020-12-18 23:23:00 main:581] : INFO : Epoch 2021 | loss: 0.0311948 | val_loss: 0.031198 | Time: 1509.93 ms
[2020-12-18 23:23:02 main:581] : INFO : Epoch 2022 | loss: 0.0311932 | val_loss: 0.0311994 | Time: 1498.86 ms
[2020-12-18 23:23:03 main:581] : INFO : Epoch 2023 | loss: 0.0311958 | val_loss: 0.0311991 | Time: 1509.97 ms
[2020-12-18 23:23:05 main:581] : INFO : Epoch 2024 | loss: 0.0311951 | val_loss: 0.0312006 | Time: 1502.2 ms
[2020-12-18 23:23:06 main:581] : INFO : Epoch 2025 | loss: 0.0311935 | val_loss: 0.0311995 | Time: 1501.98 ms
[2020-12-18 23:23:08 main:581] : INFO : Epoch 2026 | loss: 0.0311926 | val_loss: 0.0311994 | Time: 1516.5 ms
[2020-12-18 23:23:09 main:581] : INFO : Epoch 2027 | loss: 0.0311966 | val_loss: 0.0312025 | Time: 1481.63 ms
[2020-12-18 23:23:11 main:581] : INFO : Epoch 2028 | loss: 0.0311964 | val_loss: 0.0312001 | Time: 1500.38 ms
[2020-12-18 23:23:12 main:581] : INFO : Epoch 2029 | loss: 0.0312028 | val_loss: 0.0312018 | Time: 1512.67 ms
[2020-12-18 23:23:14 main:581] : INFO : Epoch 2030 | loss: 0.031198 | val_loss: 0.0312074 | Time: 1506.97 ms
[2020-12-18 23:23:15 main:581] : INFO : Epoch 2031 | loss: 0.0311939 | val_loss: 0.0311997 | Time: 1485.3 ms
[2020-12-18 23:23:17 main:581] : INFO : Epoch 2032 | loss: 0.0311905 | val_loss: 0.0311991 | Time: 1515.7 ms
[2020-12-18 23:23:18 main:581] : INFO : Epoch 2033 | loss: 0.0311935 | val_loss: 0.0312038 | Time: 1479.79 ms
[2020-12-18 23:23:20 main:581] : INFO : Epoch 2034 | loss: 0.0311928 | val_loss: 0.0311988 | Time: 1506.77 ms
[2020-12-18 23:23:21 main:581] : INFO : Epoch 2035 | loss: 0.0311896 | val_loss: 0.0312021 | Time: 1498.79 ms
[2020-12-18 23:23:23 main:581] : INFO : Epoch 2036 | loss: 0.0311924 | val_loss: 0.0312017 | Time: 1501.34 ms
[2020-12-18 23:23:24 main:581] : INFO : Epoch 2037 | loss: 0.0311904 | val_loss: 0.0311999 | Time: 1502.58 ms
[2020-12-18 23:23:26 main:581] : INFO : Epoch 2038 | loss: 0.0311898 | val_loss: 0.0311991 | Time: 1501.94 ms
[2020-12-18 23:23:27 main:581] : INFO : Epoch 2039 | loss: 0.0311896 | val_loss: 0.031203 | Time: 1494.27 ms
[2020-12-18 23:23:29 main:581] : INFO : Epoch 2040 | loss: 0.0311909 | val_loss: 0.031203 | Time: 1498.92 ms
[2020-12-18 23:23:30 main:581] : INFO : Epoch 2041 | loss: 0.0311902 | val_loss: 0.031199 | Time: 1484.26 ms
[2020-12-18 23:23:32 main:581] : INFO : Epoch 2042 | loss: 0.0311899 | val_loss: 0.0312107 | Time: 1494.69 ms
[2020-12-18 23:23:33 main:581] : INFO : Epoch 2043 | loss: 0.0311937 | val_loss: 0.0312082 | Time: 1496.46 ms
[2020-12-18 23:23:35 main:581] : INFO : Epoch 2044 | loss: 0.031191 | val_loss: 0.0311985 | Time: 1520.93 ms
[2020-12-18 23:23:36 main:581] : INFO : Epoch 2045 | loss: 0.0311886 | val_loss: 0.0312062 | Time: 1502.52 ms
[2020-12-18 23:23:38 main:581] : INFO : Epoch 2046 | loss: 0.0311895 | val_loss: 0.031199 | Time: 1509.42 ms
[2020-12-18 23:23:39 main:581] : INFO : Epoch 2047 | loss: 0.0311891 | val_loss: 0.0312009 | Time: 1502.28 ms
[2020-12-18 23:23:41 main:581] : INFO : Epoch 2048 | loss: 0.0311892 | val_loss: 0.0311998 | Time: 1501.51 ms
[2020-12-18 23:23:41 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311998
[2020-12-18 23:23:41 main:610] : INFO : Saving end state to config to file
[2020-12-18 23:23:41 main:615] : INFO : Success, exiting..
23:23:41 (139990): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)