Task 4365706
| Name | ParityMachine-1612384388-25062-5_0 |
| Workunit | 2429640 |
| Created | 10 Mar 2021, 10:43:06 UTC |
| Sent | 20 Mar 2021, 11:50:48 UTC |
| Report deadline | 27 Mar 2021, 11:50:48 UTC |
| Received | 20 Mar 2021, 14:21:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 49 min 39 sec |
| CPU time | 49 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311345 | val_loss: 0.0311401 | Time: 1433.33 ms [2021-03-20 15:08:45 main:574] : INFO : Epoch 1543 | loss: 0.0311324 | val_loss: 0.0311398 | Time: 1426.95 ms [2021-03-20 15:08:47 main:574] : INFO : Epoch 1544 | loss: 0.0311325 | val_loss: 0.0311418 | Time: 1425.35 ms [2021-03-20 15:08:48 main:574] : INFO : Epoch 1545 | loss: 0.0311302 | val_loss: 0.0311381 | Time: 1418.72 ms [2021-03-20 15:08:50 main:574] : INFO : Epoch 1546 | loss: 0.0311302 | val_loss: 0.0311394 | Time: 1425.27 ms [2021-03-20 15:08:51 main:574] : INFO : Epoch 1547 | loss: 0.0311304 | val_loss: 0.031141 | Time: 1423.32 ms [2021-03-20 15:08:53 main:574] : INFO : Epoch 1548 | loss: 0.0311297 | val_loss: 0.0311405 | Time: 1418.53 ms [2021-03-20 15:08:54 main:574] : INFO : Epoch 1549 | loss: 0.0311281 | val_loss: 0.0311393 | Time: 1426.17 ms [2021-03-20 15:08:55 main:574] : INFO : Epoch 1550 | loss: 0.0311281 | val_loss: 0.0311388 | Time: 1420.03 ms [2021-03-20 15:08:57 main:574] : INFO : Epoch 1551 | loss: 0.0311283 | val_loss: 0.0311371 | Time: 1431.07 ms [2021-03-20 15:08:58 main:574] : INFO : Epoch 1552 | loss: 0.0311271 | val_loss: 0.031138 | Time: 1423.79 ms [2021-03-20 15:09:00 main:574] : INFO : Epoch 1553 | loss: 0.0311308 | val_loss: 0.0311395 | Time: 1424.04 ms [2021-03-20 15:09:01 main:574] : INFO : Epoch 1554 | loss: 0.0311335 | val_loss: 0.0311403 | Time: 1428.18 ms [2021-03-20 15:09:03 main:574] : INFO : Epoch 1555 | loss: 0.0311313 | val_loss: 0.0311364 | Time: 1421.54 ms [2021-03-20 15:09:04 main:574] : INFO : Epoch 1556 | loss: 0.0311291 | val_loss: 0.0311357 | Time: 1418.36 ms [2021-03-20 15:09:06 main:574] : INFO : Epoch 1557 | loss: 0.0311283 | val_loss: 0.0311402 | Time: 1424.06 ms [2021-03-20 15:09:07 main:574] : INFO : Epoch 1558 | loss: 0.0311271 | val_loss: 0.0311434 | Time: 1429.92 ms [2021-03-20 15:09:08 main:574] : INFO : Epoch 1559 | loss: 0.0311274 | val_loss: 0.031139 | Time: 1440.26 ms [2021-03-20 15:09:10 main:574] : INFO : Epoch 1560 | loss: 0.0311256 | val_loss: 0.0311363 | Time: 1420.48 ms [2021-03-20 15:09:11 main:574] : INFO : Epoch 1561 | loss: 0.0311253 | val_loss: 0.0311372 | Time: 1420.67 ms [2021-03-20 15:09:13 main:574] : INFO : Epoch 1562 | loss: 0.0311258 | val_loss: 0.0311367 | Time: 1431.21 ms [2021-03-20 15:09:14 main:574] : INFO : Epoch 1563 | loss: 0.031125 | val_loss: 0.0311381 | Time: 1416.11 ms [2021-03-20 15:09:16 main:574] : INFO : Epoch 1564 | loss: 0.0311273 | val_loss: 0.0311399 | Time: 1419.56 ms [2021-03-20 15:09:17 main:574] : INFO : Epoch 1565 | loss: 0.031128 | val_loss: 0.0311398 | Time: 1425.54 ms [2021-03-20 15:09:18 main:574] : INFO : Epoch 1566 | loss: 0.0311268 | val_loss: 0.031141 | Time: 1419.18 ms [2021-03-20 15:09:20 main:574] : INFO : Epoch 1567 | loss: 0.0311289 | val_loss: 0.0311399 | Time: 1426.82 ms [2021-03-20 15:09:21 main:574] : INFO : Epoch 1568 | loss: 0.0311274 | val_loss: 0.0311401 | Time: 1424.53 ms [2021-03-20 15:09:23 main:574] : INFO : Epoch 1569 | loss: 0.0311272 | val_loss: 0.0311405 | Time: 1425.88 ms [2021-03-20 15:09:24 main:574] : INFO : Epoch 1570 | loss: 0.0311254 | val_loss: 0.0311412 | Time: 1433.3 ms [2021-03-20 15:09:26 main:574] : INFO : Epoch 1571 | loss: 0.0311281 | val_loss: 0.0311431 | Time: 1435.32 ms [2021-03-20 15:09:27 main:574] : INFO : Epoch 1572 | loss: 0.0311275 | val_loss: 0.0311414 | Time: 1421.35 ms [2021-03-20 15:09:28 main:574] : INFO : Epoch 1573 | loss: 0.0311276 | val_loss: 0.0311396 | Time: 1425.82 ms [2021-03-20 15:09:30 main:574] : INFO : Epoch 1574 | loss: 0.0311278 | val_loss: 0.0311382 | Time: 1428.96 ms [2021-03-20 15:09:31 main:574] : INFO : Epoch 1575 | loss: 0.0311296 | val_loss: 0.0311367 | Time: 1422.02 ms [2021-03-20 15:09:33 main:574] : INFO : Epoch 1576 | loss: 0.0311274 | val_loss: 0.0311372 | Time: 1449.28 ms [2021-03-20 15:09:34 main:574] : INFO : Epoch 1577 | loss: 0.0311286 | val_loss: 0.0311383 | Time: 1434.27 ms [2021-03-20 15:09:36 main:574] : INFO : Epoch 1578 | loss: 0.0311286 | val_loss: 0.0311386 | Time: 1422.44 ms [2021-03-20 15:09:37 main:574] : INFO : Epoch 1579 | loss: 0.0311273 | val_loss: 0.031138 | Time: 1419.66 ms [2021-03-20 15:09:39 main:574] : INFO : Epoch 1580 | loss: 0.0311268 | val_loss: 0.0311381 | Time: 1417.75 ms [2021-03-20 15:09:40 main:574] : INFO : Epoch 1581 | loss: 0.0311276 | val_loss: 0.0311392 | Time: 1423.4 ms [2021-03-20 15:09:41 main:574] : INFO : Epoch 1582 | loss: 0.0311262 | val_loss: 0.031138 | Time: 1423.57 ms [2021-03-20 15:09:43 main:574] : INFO : Epoch 1583 | loss: 0.0311261 | val_loss: 0.0311392 | Time: 1422.23 ms [2021-03-20 15:09:44 main:574] : INFO : Epoch 1584 | loss: 0.0311267 | val_loss: 0.0311372 | Time: 1435.15 ms [2021-03-20 15:09:46 main:574] : INFO : Epoch 1585 | loss: 0.0311248 | val_loss: 0.0311358 | Time: 1440.56 ms [2021-03-20 15:09:47 main:574] : INFO : Epoch 1586 | loss: 0.0311251 | val_loss: 0.0311369 | Time: 1421.22 ms [2021-03-20 15:09:49 main:574] : INFO : Epoch 1587 | loss: 0.031125 | val_loss: 0.0311385 | Time: 1423.31 ms [2021-03-20 15:09:50 main:574] : INFO : Epoch 1588 | loss: 0.0311243 | val_loss: 0.0311366 | Time: 1423.36 ms [2021-03-20 15:09:51 main:574] : INFO : Epoch 1589 | loss: 0.0311242 | val_loss: 0.0311401 | Time: 1425.99 ms [2021-03-20 15:09:53 main:574] : INFO : Epoch 1590 | loss: 0.0311276 | val_loss: 0.0311459 | Time: 1436.98 ms [2021-03-20 15:09:54 main:574] : INFO : Epoch 1591 | loss: 0.0311328 | val_loss: 0.0311504 | Time: 1439.74 ms [2021-03-20 15:09:56 main:574] : INFO : Epoch 1592 | loss: 0.0311408 | val_loss: 0.0311512 | Time: 1420.41 ms [2021-03-20 15:09:57 main:574] : INFO : Epoch 1593 | loss: 0.0311392 | val_loss: 0.031151 | Time: 1431.23 ms [2021-03-20 15:09:59 main:574] : INFO : Epoch 1594 | loss: 0.031136 | val_loss: 0.0311479 | Time: 1429.18 ms [2021-03-20 15:10:00 main:574] : INFO : Epoch 1595 | loss: 0.0311345 | val_loss: 0.0311513 | Time: 1425.04 ms [2021-03-20 15:10:02 main:574] : INFO : Epoch 1596 | loss: 0.0311352 | val_loss: 0.0311568 | Time: 1421.75 ms [2021-03-20 15:10:03 main:574] : INFO : Epoch 1597 | loss: 0.0311386 | val_loss: 0.0311486 | Time: 1424.39 ms [2021-03-20 15:10:04 main:574] : INFO : Epoch 1598 | loss: 0.0311356 | val_loss: 0.031149 | Time: 1427.49 ms [2021-03-20 15:10:06 main:574] : INFO : Epoch 1599 | loss: 0.031138 | val_loss: 0.0311496 | Time: 1422.15 ms [2021-03-20 15:10:07 main:574] : INFO : Epoch 1600 | loss: 0.0311382 | val_loss: 0.0311473 | Time: 1422.85 ms [2021-03-20 15:10:09 main:574] : INFO : Epoch 1601 | loss: 0.0311373 | val_loss: 0.0311474 | Time: 1428.65 ms [2021-03-20 15:10:10 main:574] : INFO : Epoch 1602 | loss: 0.0311368 | val_loss: 0.0311469 | Time: 1426.17 ms [2021-03-20 15:10:12 main:574] : INFO : Epoch 1603 | loss: 0.0311343 | val_loss: 0.0311472 | Time: 1424.43 ms [2021-03-20 15:10:13 main:574] : INFO : Epoch 1604 | loss: 0.0311317 | val_loss: 0.0311446 | Time: 1427.3 ms [2021-03-20 15:10:14 main:574] : INFO : Epoch 1605 | loss: 0.0311304 | val_loss: 0.0311419 | Time: 1428.04 ms [2021-03-20 15:10:16 main:574] : INFO : Epoch 1606 | loss: 0.0311316 | val_loss: 0.031147 | Time: 1428.63 ms [2021-03-20 15:10:17 main:574] : INFO : Epoch 1607 | loss: 0.0311287 | val_loss: 0.0311395 | Time: 1421.08 ms [2021-03-20 15:10:19 main:574] : INFO : Epoch 1608 | loss: 0.0311298 | val_loss: 0.031141 | Time: 1427.92 ms [2021-03-20 15:10:20 main:574] : INFO : Epoch 1609 | loss: 0.0311293 | val_loss: 0.0311401 | Time: 1441.39 ms [2021-03-20 15:10:22 main:574] : INFO : Epoch 1610 | loss: 0.0311285 | val_loss: 0.0311395 | Time: 1427.3 ms [2021-03-20 15:10:23 main:574] : INFO : Epoch 1611 | loss: 0.0311274 | val_loss: 0.0311393 | Time: 1434.99 ms [2021-03-20 15:10:25 main:574] : INFO : Epoch 1612 | loss: 0.0311275 | val_loss: 0.0311384 | Time: 1424.01 ms [2021-03-20 15:10:26 main:574] : INFO : Epoch 1613 | loss: 0.0311272 | val_loss: 0.0311398 | Time: 1430.47 ms [2021-03-20 15:10:27 main:574] : INFO : Epoch 1614 | loss: 0.0311303 | val_loss: 0.0311412 | Time: 1422.06 ms [2021-03-20 15:10:29 main:574] : INFO : Epoch 1615 | loss: 0.0311313 | val_loss: 0.0311424 | Time: 1426.9 ms [2021-03-20 15:10:30 main:574] : INFO : Epoch 1616 | loss: 0.0311295 | val_loss: 0.0311402 | Time: 1422.85 ms [2021-03-20 15:10:32 main:574] : INFO : Epoch 1617 | loss: 0.0311318 | val_loss: 0.0311406 | Time: 1447.53 ms [2021-03-20 15:10:33 main:574] : INFO : Epoch 1618 | loss: 0.0311303 | val_loss: 0.0311405 | Time: 1434.3 ms [2021-03-20 15:10:35 main:574] : INFO : Epoch 1619 | loss: 0.0311262 | val_loss: 0.0311389 | Time: 1427.47 ms [2021-03-20 15:10:36 main:574] : INFO : Epoch 1620 | loss: 0.0311294 | val_loss: 0.0311405 | Time: 1432.86 ms [2021-03-20 15:10:38 main:574] : INFO : Epoch 1621 | loss: 0.0311284 | val_loss: 0.0311385 | Time: 1433.89 ms [2021-03-20 15:10:39 main:574] : INFO : Epoch 1622 | loss: 0.0311275 | val_loss: 0.0311387 | Time: 1430.84 ms [2021-03-20 15:10:40 main:574] : INFO : Epoch 1623 | loss: 0.0311272 | val_loss: 0.0311379 | Time: 1427.24 ms [2021-03-20 15:10:42 main:574] : INFO : Epoch 1624 | loss: 0.031126 | val_loss: 0.0311393 | Time: 1452.06 ms [2021-03-20 15:10:43 main:574] : INFO : Epoch 1625 | loss: 0.0311265 | val_loss: 0.0311367 | Time: 1443.73 ms [2021-03-20 15:10:45 main:574] : INFO : Epoch 1626 | loss: 0.0311252 | val_loss: 0.0311369 | Time: 1447.42 ms [2021-03-20 15:10:46 main:574] : INFO : Epoch 1627 | loss: 0.0311241 | val_loss: 0.0311359 | Time: 1440.99 ms [2021-03-20 15:10:48 main:574] : INFO : Epoch 1628 | loss: 0.0311237 | val_loss: 0.0311369 | Time: 1439.47 ms [2021-03-20 15:10:49 main:574] : INFO : Epoch 1629 | loss: 0.0311242 | val_loss: 0.0311405 | Time: 1427.91 ms [2021-03-20 15:10:51 main:574] : INFO : Epoch 1630 | loss: 0.0311258 | val_loss: 0.0311481 | Time: 1426.15 ms [2021-03-20 15:10:52 main:574] : INFO : Epoch 1631 | loss: 0.0311284 | val_loss: 0.0311356 | Time: 1433.29 ms [2021-03-20 15:10:53 main:574] : INFO : Epoch 1632 | loss: 0.0311242 | val_loss: 0.0311365 | Time: 1429.79 ms [2021-03-20 15:10:55 main:574] : INFO : Epoch 1633 | loss: 0.0311248 | val_loss: 0.0311382 | Time: 1424.75 ms [2021-03-20 15:10:56 main:574] : INFO : Epoch 1634 | loss: 0.0311264 | val_loss: 0.031142 | Time: 1427.08 ms [2021-03-20 15:10:58 main:574] : INFO : Epoch 1635 | loss: 0.031127 | val_loss: 0.0311402 | Time: 1432.27 ms [2021-03-20 15:10:59 main:574] : INFO : Epoch 1636 | loss: 0.0311253 | val_loss: 0.0311414 | Time: 1424.35 ms [2021-03-20 15:11:01 main:574] : INFO : Epoch 1637 | loss: 0.0311258 | val_loss: 0.0311389 | Time: 1426.77 ms [2021-03-20 15:11:02 main:574] : INFO : Epoch 1638 | loss: 0.0311238 | val_loss: 0.0311366 | Time: 1424.68 ms [2021-03-20 15:11:03 main:574] : INFO : Epoch 1639 | loss: 0.0311246 | val_loss: 0.0311372 | Time: 1431.27 ms [2021-03-20 15:11:05 main:574] : INFO : Epoch 1640 | loss: 0.031125 | val_loss: 0.0311367 | Time: 1432.87 ms [2021-03-20 15:11:06 main:574] : INFO : Epoch 1641 | loss: 0.0311243 | val_loss: 0.0311378 | Time: 1434.76 ms [2021-03-20 15:11:08 main:574] : INFO : Epoch 1642 | loss: 0.0311231 | val_loss: 0.031136 | Time: 1424.44 ms [2021-03-20 15:11:09 main:574] : INFO : Epoch 1643 | loss: 0.0311236 | val_loss: 0.0311374 | Time: 1423.93 ms [2021-03-20 15:11:11 main:574] : INFO : Epoch 1644 | loss: 0.0311221 | val_loss: 0.0311358 | Time: 1426.14 ms [2021-03-20 15:11:12 main:574] : INFO : Epoch 1645 | loss: 0.0311226 | val_loss: 0.0311395 | Time: 1438.95 ms [2021-03-20 15:11:14 main:574] : INFO : Epoch 1646 | loss: 0.0311232 | val_loss: 0.0311358 | Time: 1434.19 ms [2021-03-20 15:11:15 main:574] : INFO : Epoch 1647 | loss: 0.0311226 | val_loss: 0.0311358 | Time: 1439.53 ms [2021-03-20 15:11:16 main:574] : INFO : Epoch 1648 | loss: 0.0311226 | val_loss: 0.0311349 | Time: 1431.43 ms [2021-03-20 15:11:18 main:574] : INFO : Epoch 1649 | loss: 0.0311219 | val_loss: 0.031135 | Time: 1420.97 ms [2021-03-20 15:11:19 main:574] : INFO : Epoch 1650 | loss: 0.0311219 | val_loss: 0.0311343 | Time: 1434.71 ms [2021-03-20 15:11:21 main:574] : INFO : Epoch 1651 | loss: 0.0311236 | val_loss: 0.0311387 | Time: 1434.97 ms [2021-03-20 15:11:22 main:574] : INFO : Epoch 1652 | loss: 0.0311249 | val_loss: 0.0311381 | Time: 1427.44 ms [2021-03-20 15:11:24 main:574] : INFO : Epoch 1653 | loss: 0.031125 | val_loss: 0.0311397 | Time: 1422.82 ms [2021-03-20 15:11:25 main:574] : INFO : Epoch 1654 | loss: 0.0311248 | val_loss: 0.0311383 | Time: 1424.35 ms [2021-03-20 15:11:26 main:574] : INFO : Epoch 1655 | loss: 0.0311234 | val_loss: 0.0311367 | Time: 1432.01 ms [2021-03-20 15:11:28 main:574] : INFO : Epoch 1656 | loss: 0.0311244 | val_loss: 0.0311375 | Time: 1440.23 ms [2021-03-20 15:11:29 main:574] : INFO : Epoch 1657 | loss: 0.0311245 | val_loss: 0.0311367 | Time: 1434.63 ms [2021-03-20 15:11:31 main:574] : INFO : Epoch 1658 | loss: 0.0311229 | val_loss: 0.0311354 | Time: 1433.26 ms [2021-03-20 15:11:32 main:574] : INFO : Epoch 1659 | loss: 0.0311242 | val_loss: 0.0311374 | Time: 1431.34 ms [2021-03-20 15:11:34 main:574] : INFO : Epoch 1660 | loss: 0.0311242 | val_loss: 0.0311399 | Time: 1436.78 ms [2021-03-20 15:11:35 main:574] : INFO : Epoch 1661 | loss: 0.0311252 | val_loss: 0.031138 | Time: 1440.18 ms [2021-03-20 15:11:37 main:574] : INFO : Epoch 1662 | loss: 0.0311231 | val_loss: 0.0311367 | Time: 1443.79 ms [2021-03-20 15:11:38 main:574] : INFO : Epoch 1663 | loss: 0.0311235 | val_loss: 0.0311345 | Time: 1433.41 ms [2021-03-20 15:11:40 main:574] : INFO : Epoch 1664 | loss: 0.0311225 | val_loss: 0.0311367 | Time: 1437.65 ms [2021-03-20 15:11:41 main:574] : INFO : Epoch 1665 | loss: 0.0311235 | val_loss: 0.0311343 | Time: 1432.08 ms [2021-03-20 15:11:42 main:574] : INFO : Epoch 1666 | loss: 0.0311221 | val_loss: 0.0311354 | Time: 1427.98 ms [2021-03-20 15:11:44 main:574] : INFO : Epoch 1667 | loss: 0.0311221 | val_loss: 0.0311361 | Time: 1437.28 ms [2021-03-20 15:11:45 main:574] : INFO : Epoch 1668 | loss: 0.0311221 | val_loss: 0.0311351 | Time: 1428.91 ms [2021-03-20 15:11:47 main:574] : INFO : Epoch 1669 | loss: 0.031122 | val_loss: 0.0311346 | Time: 1431.85 ms [2021-03-20 15:11:48 main:574] : INFO : Epoch 1670 | loss: 0.0311223 | val_loss: 0.0311343 | Time: 1433.31 ms [2021-03-20 15:11:50 main:574] : INFO : Epoch 1671 | loss: 0.0311235 | val_loss: 0.031135 | Time: 1430.01 ms [2021-03-20 15:11:51 main:574] : INFO : Epoch 1672 | loss: 0.0311258 | val_loss: 0.0311348 | Time: 1433.89 ms [2021-03-20 15:11:52 main:574] : INFO : Epoch 1673 | loss: 0.0311236 | val_loss: 0.0311346 | Time: 1426.99 ms [2021-03-20 15:11:54 main:574] : INFO : Epoch 1674 | loss: 0.0311263 | val_loss: 0.031134 | Time: 1444.19 ms [2021-03-20 15:11:55 main:574] : INFO : Epoch 1675 | loss: 0.0311277 | val_loss: 0.0311393 | Time: 1430.83 ms [2021-03-20 15:11:57 main:574] : INFO : Epoch 1676 | loss: 0.0311274 | val_loss: 0.0311362 | Time: 1436.42 ms [2021-03-20 15:11:58 main:574] : INFO : Epoch 1677 | loss: 0.031127 | val_loss: 0.0311393 | Time: 1430.78 ms [2021-03-20 15:12:00 main:574] : INFO : Epoch 1678 | loss: 0.0311276 | val_loss: 0.031138 | Time: 1441.29 ms [2021-03-20 15:12:01 main:574] : INFO : Epoch 1679 | loss: 0.0311276 | val_loss: 0.0311376 | Time: 1428.52 ms [2021-03-20 15:12:03 main:574] : INFO : Epoch 1680 | loss: 0.0311249 | val_loss: 0.0311374 | Time: 1440.39 ms [2021-03-20 15:12:04 main:574] : INFO : Epoch 1681 | loss: 0.0311245 | val_loss: 0.0311351 | Time: 1430.18 ms [2021-03-20 15:12:05 main:574] : INFO : Epoch 1682 | loss: 0.0311238 | val_loss: 0.031136 | Time: 1426.22 ms [2021-03-20 15:12:07 main:574] : INFO : Epoch 1683 | loss: 0.0311251 | val_loss: 0.0311355 | Time: 1426.72 ms [2021-03-20 15:12:08 main:574] : INFO : Epoch 1684 | loss: 0.0311263 | val_loss: 0.0311346 | Time: 1422.45 ms [2021-03-20 15:12:10 main:574] : INFO : Epoch 1685 | loss: 0.0311256 | val_loss: 0.0311344 | Time: 1435.22 ms [2021-03-20 15:12:11 main:574] : INFO : Epoch 1686 | loss: 0.0311247 | val_loss: 0.0311341 | Time: 1435.61 ms [2021-03-20 15:12:13 main:574] : INFO : Epoch 1687 | loss: 0.0311258 | val_loss: 0.0311356 | Time: 1456.39 ms [2021-03-20 15:12:14 main:574] : INFO : Epoch 1688 | loss: 0.0311281 | val_loss: 0.0311333 | Time: 1428.39 ms [2021-03-20 15:12:16 main:574] : INFO : Epoch 1689 | loss: 0.03113 | val_loss: 0.0311353 | Time: 1420.74 ms [2021-03-20 15:12:17 main:574] : INFO : Epoch 1690 | loss: 0.0311282 | val_loss: 0.0311319 | Time: 1435.12 ms [2021-03-20 15:12:18 main:574] : INFO : Epoch 1691 | loss: 0.0311269 | val_loss: 0.0311345 | Time: 1433.07 ms [2021-03-20 15:12:20 main:574] : INFO : Epoch 1692 | loss: 0.0311268 | val_loss: 0.0311368 | Time: 1427.73 ms [2021-03-20 15:12:21 main:574] : INFO : Epoch 1693 | loss: 0.0311329 | val_loss: 0.0311444 | Time: 1429.57 ms [2021-03-20 15:12:23 main:574] : INFO : Epoch 1694 | loss: 0.0311352 | val_loss: 0.0311411 | Time: 1429.99 ms [2021-03-20 15:12:24 main:574] : INFO : Epoch 1695 | loss: 0.0311307 | val_loss: 0.0311377 | Time: 1421.9 ms [2021-03-20 15:12:26 main:574] : INFO : Epoch 1696 | loss: 0.0311281 | val_loss: 0.0311375 | Time: 1432.54 ms [2021-03-20 15:12:27 main:574] : INFO : Epoch 1697 | loss: 0.0311265 | val_loss: 0.0311386 | Time: 1422.06 ms [2021-03-20 15:12:29 main:574] : INFO : Epoch 1698 | loss: 0.0311279 | val_loss: 0.0311417 | Time: 1438.21 ms [2021-03-20 15:12:30 main:574] : INFO : Epoch 1699 | loss: 0.0311265 | val_loss: 0.031137 | Time: 1435.72 ms [2021-03-20 15:12:31 main:574] : INFO : Epoch 1700 | loss: 0.0311282 | val_loss: 0.0311384 | Time: 1423.38 ms [2021-03-20 15:12:33 main:574] : INFO : Epoch 1701 | loss: 0.0311295 | val_loss: 0.0311361 | Time: 1424.17 ms [2021-03-20 15:12:34 main:574] : INFO : Epoch 1702 | loss: 0.0311263 | val_loss: 0.0311377 | Time: 1415.98 ms [2021-03-20 15:12:36 main:574] : INFO : Epoch 1703 | loss: 0.0311246 | val_loss: 0.0311379 | Time: 1423.2 ms [2021-03-20 15:12:37 main:574] : INFO : Epoch 1704 | loss: 0.0311252 | val_loss: 0.0311333 | Time: 1432.65 ms [2021-03-20 15:12:39 main:574] : INFO : Epoch 1705 | loss: 0.0311243 | val_loss: 0.0311316 | Time: 1422.95 ms [2021-03-20 15:12:40 main:574] : INFO : Epoch 1706 | loss: 0.0311245 | val_loss: 0.0311353 | Time: 1423.21 ms [2021-03-20 15:12:41 main:574] : INFO : Epoch 1707 | loss: 0.0311244 | val_loss: 0.0311335 | Time: 1429.75 ms [2021-03-20 15:12:43 main:574] : INFO : Epoch 1708 | loss: 0.0311236 | val_loss: 0.0311337 | Time: 1429.74 ms [2021-03-20 15:12:44 main:574] : INFO : Epoch 1709 | loss: 0.0311237 | val_loss: 0.0311356 | Time: 1425.45 ms [2021-03-20 15:12:46 main:574] : INFO : Epoch 1710 | loss: 0.0311239 | val_loss: 0.0311391 | Time: 1426.49 ms [2021-03-20 15:12:47 main:574] : INFO : Epoch 1711 | loss: 0.0311246 | val_loss: 0.0311394 | Time: 1441.97 ms [2021-03-20 15:12:49 main:574] : INFO : Epoch 1712 | loss: 0.0311226 | val_loss: 0.0311358 | Time: 1453.23 ms [2021-03-20 15:12:50 main:574] : INFO : Epoch 1713 | loss: 0.031124 | val_loss: 0.0311349 | Time: 1427.52 ms [2021-03-20 15:12:52 main:574] : INFO : Epoch 1714 | loss: 0.0311256 | val_loss: 0.0311359 | Time: 1426.62 ms [2021-03-20 15:12:53 main:574] : INFO : Epoch 1715 | loss: 0.0311257 | val_loss: 0.0311362 | Time: 1423.75 ms [2021-03-20 15:12:54 main:574] : INFO : Epoch 1716 | loss: 0.0311237 | val_loss: 0.0311359 | Time: 1422.01 ms [2021-03-20 15:12:56 main:574] : INFO : Epoch 1717 | loss: 0.0311228 | val_loss: 0.0311345 | Time: 1433.69 ms [2021-03-20 15:12:57 main:574] : INFO : Epoch 1718 | loss: 0.0311219 | val_loss: 0.0311354 | Time: 1431.14 ms [2021-03-20 15:12:59 main:574] : INFO : Epoch 1719 | loss: 0.0311219 | val_loss: 0.0311352 | Time: 1428.09 ms [2021-03-20 15:13:00 main:574] : INFO : Epoch 1720 | loss: 0.0311212 | val_loss: 0.0311332 | Time: 1434.85 ms [2021-03-20 15:13:02 main:574] : INFO : Epoch 1721 | loss: 0.0311216 | val_loss: 0.0311375 | Time: 1419.88 ms [2021-03-20 15:13:03 main:574] : INFO : Epoch 1722 | loss: 0.0311241 | val_loss: 0.0311332 | Time: 1428.37 ms [2021-03-20 15:13:04 main:574] : INFO : Epoch 1723 | loss: 0.0311219 | val_loss: 0.0311348 | Time: 1419.99 ms [2021-03-20 15:13:06 main:574] : INFO : Epoch 1724 | loss: 0.0311233 | val_loss: 0.0311335 | Time: 1423.86 ms [2021-03-20 15:13:07 main:574] : INFO : Epoch 1725 | loss: 0.0311223 | val_loss: 0.0311345 | Time: 1425.27 ms [2021-03-20 15:13:09 main:574] : INFO : Epoch 1726 | loss: 0.0311219 | val_loss: 0.0311366 | Time: 1454.99 ms [2021-03-20 15:13:10 main:574] : INFO : Epoch 1727 | loss: 0.0311213 | val_loss: 0.031135 | Time: 1442.43 ms [2021-03-20 15:13:12 main:574] : INFO : Epoch 1728 | loss: 0.0311216 | val_loss: 0.0311362 | Time: 1427.36 ms [2021-03-20 15:13:13 main:574] : INFO : Epoch 1729 | loss: 0.0311192 | val_loss: 0.0311372 | Time: 1428.67 ms [2021-03-20 15:13:15 main:574] : INFO : Epoch 1730 | loss: 0.0311192 | val_loss: 0.0311353 | Time: 1434.39 ms [2021-03-20 15:13:16 main:574] : INFO : Epoch 1731 | loss: 0.0311193 | val_loss: 0.0311349 | Time: 1482.93 ms [2021-03-20 15:13:17 main:574] : INFO : Epoch 1732 | loss: 0.0311201 | val_loss: 0.031135 | Time: 1435.49 ms [2021-03-20 15:13:19 main:574] : INFO : Epoch 1733 | loss: 0.0311213 | val_loss: 0.031135 | Time: 1460.07 ms [2021-03-20 15:13:20 main:574] : INFO : Epoch 1734 | loss: 0.0311197 | val_loss: 0.0311339 | Time: 1449.74 ms [2021-03-20 15:13:22 main:574] : INFO : Epoch 1735 | loss: 0.0311196 | val_loss: 0.0311349 | Time: 1466.81 ms [2021-03-20 15:13:23 main:574] : INFO : Epoch 1736 | loss: 0.0311198 | val_loss: 0.0311331 | Time: 1468.91 ms [2021-03-20 15:13:25 main:574] : INFO : Epoch 1737 | loss: 0.0311198 | val_loss: 0.0311347 | Time: 1440.15 ms [2021-03-20 15:13:26 main:574] : INFO : Epoch 1738 | loss: 0.0311213 | val_loss: 0.0311383 | Time: 1445.14 ms [2021-03-20 15:13:28 main:574] : INFO : Epoch 1739 | loss: 0.0311224 | val_loss: 0.0311366 | Time: 1451 ms [2021-03-20 15:13:29 main:574] : INFO : Epoch 1740 | loss: 0.0311223 | val_loss: 0.0311357 | Time: 1448.24 ms [2021-03-20 15:13:31 main:574] : INFO : Epoch 1741 | loss: 0.0311253 | val_loss: 0.0311447 | Time: 1436.68 ms [2021-03-20 15:13:32 main:574] : INFO : Epoch 1742 | loss: 0.0311257 | val_loss: 0.0311357 | Time: 1433.33 ms [2021-03-20 15:13:34 main:574] : INFO : Epoch 1743 | loss: 0.0311229 | val_loss: 0.0311339 | Time: 1434.26 ms [2021-03-20 15:13:35 main:574] : INFO : Epoch 1744 | loss: 0.0311223 | val_loss: 0.0311352 | Time: 1435.41 ms [2021-03-20 15:13:36 main:574] : INFO : Epoch 1745 | loss: 0.0311244 | val_loss: 0.0311349 | Time: 1436.39 ms [2021-03-20 15:13:38 main:574] : INFO : Epoch 1746 | loss: 0.0311255 | val_loss: 0.0311367 | Time: 1439.47 ms [2021-03-20 15:13:39 main:574] : INFO : Epoch 1747 | loss: 0.0311255 | val_loss: 0.031135 | Time: 1432.79 ms [2021-03-20 15:13:41 main:574] : INFO : Epoch 1748 | loss: 0.031125 | val_loss: 0.0311344 | Time: 1433.9 ms [2021-03-20 15:13:42 main:574] : INFO : Epoch 1749 | loss: 0.0311241 | val_loss: 0.0311372 | Time: 1438.46 ms [2021-03-20 15:13:44 main:574] : INFO : Epoch 1750 | loss: 0.031124 | val_loss: 0.0311315 | Time: 1439.67 ms [2021-03-20 15:13:45 main:574] : INFO : Epoch 1751 | loss: 0.0311216 | val_loss: 0.0311302 | Time: 1432.28 ms [2021-03-20 15:13:47 main:574] : INFO : Epoch 1752 | loss: 0.0311232 | val_loss: 0.0311328 | Time: 1436.4 ms [2021-03-20 15:13:48 main:574] : INFO : Epoch 1753 | loss: 0.0311235 | val_loss: 0.0311333 | Time: 1441.63 ms [2021-03-20 15:13:49 main:574] : INFO : Epoch 1754 | loss: 0.0311243 | val_loss: 0.031131 | Time: 1442.35 ms [2021-03-20 15:13:51 main:574] : INFO : Epoch 1755 | loss: 0.0311215 | val_loss: 0.031133 | Time: 1445.07 ms [2021-03-20 15:13:52 main:574] : INFO : Epoch 1756 | loss: 0.031122 | val_loss: 0.0311312 | Time: 1438.88 ms [2021-03-20 15:13:54 main:574] : INFO : Epoch 1757 | loss: 0.0311203 | val_loss: 0.0311296 | Time: 1435.48 ms [2021-03-20 15:13:55 main:574] : INFO : Epoch 1758 | loss: 0.0311193 | val_loss: 0.0311301 | Time: 1434.15 ms [2021-03-20 15:13:57 main:574] : INFO : Epoch 1759 | loss: 0.0311194 | val_loss: 0.0311287 | Time: 1439.1 ms [2021-03-20 15:13:58 main:574] : INFO : Epoch 1760 | loss: 0.0311203 | val_loss: 0.0311298 | Time: 1446.15 ms [2021-03-20 15:14:00 main:574] : INFO : Epoch 1761 | loss: 0.0311204 | val_loss: 0.0311622 | Time: 1440.89 ms [2021-03-20 15:14:01 main:574] : INFO : Epoch 1762 | loss: 0.0311195 | val_loss: 0.0311302 | Time: 1440.59 ms [2021-03-20 15:14:03 main:574] : INFO : Epoch 1763 | loss: 0.0311193 | val_loss: 0.0311335 | Time: 1442.64 ms [2021-03-20 15:14:04 main:574] : INFO : Epoch 1764 | loss: 0.0311214 | val_loss: 0.031134 | Time: 1436.24 ms [2021-03-20 15:14:05 main:574] : INFO : Epoch 1765 | loss: 0.0311198 | val_loss: 0.0311314 | Time: 1434.1 ms [2021-03-20 15:14:07 main:574] : INFO : Epoch 1766 | loss: 0.0311205 | val_loss: 0.0311329 | Time: 1443.47 ms [2021-03-20 15:14:08 main:574] : INFO : Epoch 1767 | loss: 0.0311217 | val_loss: 0.0311333 | Time: 1438.12 ms [2021-03-20 15:14:10 main:574] : INFO : Epoch 1768 | loss: 0.0311209 | val_loss: 0.0311336 | Time: 1440 ms [2021-03-20 15:14:11 main:574] : INFO : Epoch 1769 | loss: 0.0311211 | val_loss: 0.0311328 | Time: 1448.72 ms [2021-03-20 15:14:13 main:574] : INFO : Epoch 1770 | loss: 0.0311213 | val_loss: 0.0311313 | Time: 1438.26 ms [2021-03-20 15:14:14 main:574] : INFO : Epoch 1771 | loss: 0.031122 | val_loss: 0.0311327 | Time: 1443.43 ms [2021-03-20 15:14:16 main:574] : INFO : Epoch 1772 | loss: 0.031122 | val_loss: 0.0311346 | Time: 1432.85 ms [2021-03-20 15:14:17 main:574] : INFO : Epoch 1773 | loss: 0.0311224 | val_loss: 0.0311317 | Time: 1439.47 ms [2021-03-20 15:14:18 main:574] : INFO : Epoch 1774 | loss: 0.0311219 | val_loss: 0.0311339 | Time: 1439.68 ms [2021-03-20 15:14:20 main:574] : INFO : Epoch 1775 | loss: 0.0311207 | val_loss: 0.0311341 | Time: 1442.12 ms [2021-03-20 15:14:21 main:574] : INFO : Epoch 1776 | loss: 0.0311215 | val_loss: 0.0311349 | Time: 1440.77 ms [2021-03-20 15:14:23 main:574] : INFO : Epoch 1777 | loss: 0.0311197 | val_loss: 0.0311326 | Time: 1441.13 ms [2021-03-20 15:14:24 main:574] : INFO : Epoch 1778 | loss: 0.031122 | val_loss: 0.0311318 | Time: 1436.97 ms [2021-03-20 15:14:26 main:574] : INFO : Epoch 1779 | loss: 0.0311213 | val_loss: 0.0311333 | Time: 1437.17 ms [2021-03-20 15:14:27 main:574] : INFO : Epoch 1780 | loss: 0.0311208 | val_loss: 0.0311305 | Time: 1437.09 ms [2021-03-20 15:14:29 main:574] : INFO : Epoch 1781 | loss: 0.0311201 | val_loss: 0.0311328 | Time: 1435.3 ms [2021-03-20 15:14:30 main:574] : INFO : Epoch 1782 | loss: 0.0311198 | val_loss: 0.0311328 | Time: 1432.33 ms [2021-03-20 15:14:31 main:574] : INFO : Epoch 1783 | loss: 0.0311207 | val_loss: 0.03113 | Time: 1440.6 ms [2021-03-20 15:14:33 main:574] : INFO : Epoch 1784 | loss: 0.0311208 | val_loss: 0.031129 | Time: 1436.77 ms [2021-03-20 15:14:34 main:574] : INFO : Epoch 1785 | loss: 0.0311207 | val_loss: 0.03113 | Time: 1432.34 ms [2021-03-20 15:14:36 main:574] : INFO : Epoch 1786 | loss: 0.0311197 | val_loss: 0.0311304 | Time: 1436.08 ms [2021-03-20 15:14:37 main:574] : INFO : Epoch 1787 | loss: 0.0311218 | val_loss: 0.0311337 | Time: 1440.08 ms [2021-03-20 15:14:39 main:574] : INFO : Epoch 1788 | loss: 0.0311303 | val_loss: 0.0311371 | Time: 1434.8 ms [2021-03-20 15:14:40 main:574] : INFO : Epoch 1789 | loss: 0.0311257 | val_loss: 0.0311331 | Time: 1433.25 ms [2021-03-20 15:14:42 main:574] : INFO : Epoch 1790 | loss: 0.0311215 | val_loss: 0.0311341 | Time: 1440.47 ms [2021-03-20 15:14:43 main:574] : INFO : Epoch 1791 | loss: 0.0311213 | val_loss: 0.031136 | Time: 1438.31 ms [2021-03-20 15:14:44 main:574] : INFO : Epoch 1792 | loss: 0.031123 | val_loss: 0.0311377 | Time: 1432.85 ms [2021-03-20 15:14:46 main:574] : INFO : Epoch 1793 | loss: 0.0311253 | val_loss: 0.031141 | Time: 1434.14 ms [2021-03-20 15:14:47 main:574] : INFO : Epoch 1794 | loss: 0.0311271 | val_loss: 0.0311376 | Time: 1442.17 ms [2021-03-20 15:14:49 main:574] : INFO : Epoch 1795 | loss: 0.0311259 | val_loss: 0.0311414 | Time: 1437.56 ms [2021-03-20 15:14:50 main:574] : INFO : Epoch 1796 | loss: 0.0311275 | val_loss: 0.0311383 | Time: 1453.15 ms [2021-03-20 15:14:52 main:574] : INFO : Epoch 1797 | loss: 0.0311256 | val_loss: 0.0311383 | Time: 1442.64 ms [2021-03-20 15:14:53 main:574] : INFO : Epoch 1798 | loss: 0.031126 | val_loss: 0.0311426 | Time: 1443.64 ms [2021-03-20 15:14:55 main:574] : INFO : Epoch 1799 | loss: 0.0311294 | val_loss: 0.0311411 | Time: 1444.22 ms [2021-03-20 15:14:56 main:574] : INFO : Epoch 1800 | loss: 0.0311255 | val_loss: 0.0311412 | Time: 1436.59 ms [2021-03-20 15:14:58 main:574] : INFO : Epoch 1801 | loss: 0.0311236 | val_loss: 0.0311379 | Time: 1447.18 ms [2021-03-20 15:14:59 main:574] : INFO : Epoch 1802 | loss: 0.0311252 | val_loss: 0.0311373 | Time: 1443.89 ms [2021-03-20 15:15:00 main:574] : INFO : Epoch 1803 | loss: 0.0311249 | val_loss: 0.0311427 | Time: 1437.2 ms [2021-03-20 15:15:02 main:574] : INFO : Epoch 1804 | loss: 0.0311261 | val_loss: 0.0311394 | Time: 1440.72 ms [2021-03-20 15:15:03 main:574] : INFO : Epoch 1805 | loss: 0.0311243 | val_loss: 0.0311383 | Time: 1443.75 ms [2021-03-20 15:15:05 main:574] : INFO : Epoch 1806 | loss: 0.0311221 | val_loss: 0.0311397 | Time: 1438.04 ms [2021-03-20 15:15:06 main:574] : INFO : Epoch 1807 | loss: 0.0311243 | val_loss: 0.0311381 | Time: 1441.88 ms [2021-03-20 15:15:08 main:574] : INFO : Epoch 1808 | loss: 0.0311257 | val_loss: 0.0311383 | Time: 1436.25 ms [2021-03-20 15:15:09 main:574] : INFO : Epoch 1809 | loss: 0.0311252 | val_loss: 0.0311393 | Time: 1433.02 ms [2021-03-20 15:15:11 main:574] : INFO : Epoch 1810 | loss: 0.0311254 | val_loss: 0.031138 | Time: 1442.94 ms [2021-03-20 15:15:12 main:574] : INFO : Epoch 1811 | loss: 0.0311266 | val_loss: 0.031143 | Time: 1443.06 ms [2021-03-20 15:15:14 main:574] : INFO : Epoch 1812 | loss: 0.031129 | val_loss: 0.0311421 | Time: 1441.21 ms [2021-03-20 15:15:15 main:574] : INFO : Epoch 1813 | loss: 0.031133 | val_loss: 0.0311504 | Time: 1449.35 ms [2021-03-20 15:15:16 main:574] : INFO : Epoch 1814 | loss: 0.0311302 | val_loss: 0.0311389 | Time: 1436.04 ms [2021-03-20 15:15:18 main:574] : INFO : Epoch 1815 | loss: 0.0311262 | val_loss: 0.0311438 | Time: 1441.32 ms [2021-03-20 15:15:19 main:574] : INFO : Epoch 1816 | loss: 0.0311279 | val_loss: 0.0311416 | Time: 1439.3 ms [2021-03-20 15:15:21 main:574] : INFO : Epoch 1817 | loss: 0.0311261 | val_loss: 0.0311393 | Time: 1437.83 ms [2021-03-20 15:15:22 main:574] : INFO : Epoch 1818 | loss: 0.031124 | val_loss: 0.0311392 | Time: 1443.23 ms [2021-03-20 15:15:24 main:574] : INFO : Epoch 1819 | loss: 0.0311242 | val_loss: 0.0311368 | Time: 1446.14 ms [2021-03-20 15:15:25 main:574] : INFO : Epoch 1820 | loss: 0.0311226 | val_loss: 0.0311358 | Time: 1431.83 ms [2021-03-20 15:15:27 main:574] : INFO : Epoch 1821 | loss: 0.0311239 | val_loss: 0.0311389 | Time: 1434.76 ms [2021-03-20 15:15:28 main:574] : INFO : Epoch 1822 | loss: 0.0311239 | val_loss: 0.0311358 | Time: 1437.44 ms [2021-03-20 15:15:29 main:574] : INFO : Epoch 1823 | loss: 0.0311226 | val_loss: 0.0311343 | Time: 1455.09 ms [2021-03-20 15:15:31 main:574] : INFO : Epoch 1824 | loss: 0.0311216 | val_loss: 0.0311362 | Time: 1434.66 ms [2021-03-20 15:15:32 main:574] : INFO : Epoch 1825 | loss: 0.0311203 | val_loss: 0.0311336 | Time: 1435.93 ms [2021-03-20 15:15:34 main:574] : INFO : Epoch 1826 | loss: 0.0311203 | val_loss: 0.031132 | Time: 1434.52 ms [2021-03-20 15:15:35 main:574] : INFO : Epoch 1827 | loss: 0.0311208 | val_loss: 0.0311315 | Time: 1449.65 ms [2021-03-20 15:15:37 main:574] : INFO : Epoch 1828 | loss: 0.03112 | val_loss: 0.0311339 | Time: 1450.14 ms [2021-03-20 15:15:38 main:574] : INFO : Epoch 1829 | loss: 0.0311197 | val_loss: 0.0311319 | Time: 1441.32 ms [2021-03-20 15:15:40 main:574] : INFO : Epoch 1830 | loss: 0.0311192 | val_loss: 0.0311334 | Time: 1436.75 ms [2021-03-20 15:15:41 main:574] : INFO : Epoch 1831 | loss: 0.0311199 | val_loss: 0.0311344 | Time: 1438.25 ms [2021-03-20 15:15:42 main:574] : INFO : Epoch 1832 | loss: 0.0311204 | val_loss: 0.0311321 | Time: 1433.09 ms [2021-03-20 15:15:44 main:574] : INFO : Epoch 1833 | loss: 0.0311202 | val_loss: 0.0311363 | Time: 1432.34 ms [2021-03-20 15:15:45 main:574] : INFO : Epoch 1834 | loss: 0.0311228 | val_loss: 0.0311374 | Time: 1441.68 ms [2021-03-20 15:15:47 main:574] : INFO : Epoch 1835 | loss: 0.031121 | val_loss: 0.0311334 | Time: 1436.64 ms [2021-03-20 15:15:48 main:574] : INFO : Epoch 1836 | loss: 0.0311207 | val_loss: 0.0311366 | Time: 1446.75 ms [2021-03-20 15:15:50 main:574] : INFO : Epoch 1837 | loss: 0.0311224 | val_loss: 0.0311359 | Time: 1436.63 ms [2021-03-20 15:15:51 main:574] : INFO : Epoch 1838 | loss: 0.0311215 | val_loss: 0.0311393 | Time: 1434.37 ms [2021-03-20 15:15:53 main:574] : INFO : Epoch 1839 | loss: 0.0311232 | val_loss: 0.0311348 | Time: 1437.36 ms [2021-03-20 15:15:54 main:574] : INFO : Epoch 1840 | loss: 0.0311213 | val_loss: 0.0311356 | Time: 1441.79 ms [2021-03-20 15:15:56 main:574] : INFO : Epoch 1841 | loss: 0.0311209 | val_loss: 0.0311319 | Time: 1438.87 ms [2021-03-20 15:15:57 main:574] : INFO : Epoch 1842 | loss: 0.0311199 | val_loss: 0.0311345 | Time: 1457.86 ms [2021-03-20 15:15:58 main:574] : INFO : Epoch 1843 | loss: 0.0311194 | val_loss: 0.0311335 | Time: 1444.71 ms [2021-03-20 15:16:00 main:574] : INFO : Epoch 1844 | loss: 0.0311205 | val_loss: 0.031134 | Time: 1432.31 ms [2021-03-20 15:16:01 main:574] : INFO : Epoch 1845 | loss: 0.0311194 | val_loss: 0.0311334 | Time: 1448.54 ms [2021-03-20 15:16:03 main:574] : INFO : Epoch 1846 | loss: 0.0311188 | val_loss: 0.0311354 | Time: 1439.01 ms [2021-03-20 15:16:04 main:574] : INFO : Epoch 1847 | loss: 0.0311201 | val_loss: 0.0311335 | Time: 1436.41 ms [2021-03-20 15:16:06 main:574] : INFO : Epoch 1848 | loss: 0.0311201 | val_loss: 0.0311316 | Time: 1450.21 ms [2021-03-20 15:16:07 main:574] : INFO : Epoch 1849 | loss: 0.0311197 | val_loss: 0.0311323 | Time: 1478.4 ms [2021-03-20 15:16:09 main:574] : INFO : Epoch 1850 | loss: 0.0311243 | val_loss: 0.0311289 | Time: 1470.77 ms [2021-03-20 15:16:10 main:574] : INFO : Epoch 1851 | loss: 0.031124 | val_loss: 0.0311363 | Time: 1444.5 ms [2021-03-20 15:16:12 main:574] : INFO : Epoch 1852 | loss: 0.0311244 | val_loss: 0.0311355 | Time: 1440.9 ms [2021-03-20 15:16:13 main:574] : INFO : Epoch 1853 | loss: 0.0311234 | val_loss: 0.0311333 | Time: 1446.69 ms [2021-03-20 15:16:14 main:574] : INFO : Epoch 1854 | loss: 0.0311245 | val_loss: 0.0311398 | Time: 1439.87 ms [2021-03-20 15:16:16 main:574] : INFO : Epoch 1855 | loss: 0.0311247 | val_loss: 0.031138 | Time: 1441.15 ms [2021-03-20 15:16:17 main:574] : INFO : Epoch 1856 | loss: 0.0311271 | val_loss: 0.0311389 | Time: 1447.19 ms [2021-03-20 15:16:19 main:574] : INFO : Epoch 1857 | loss: 0.0311283 | val_loss: 0.0311371 | Time: 1460.59 ms [2021-03-20 15:16:20 main:574] : INFO : Epoch 1858 | loss: 0.0311278 | val_loss: 0.0311375 | Time: 1424.09 ms [2021-03-20 15:16:22 main:574] : INFO : Epoch 1859 | loss: 0.0311275 | val_loss: 0.0311347 | Time: 1436.94 ms [2021-03-20 15:16:23 main:574] : INFO : Epoch 1860 | loss: 0.0311239 | val_loss: 0.031135 | Time: 1446.4 ms [2021-03-20 15:16:25 main:574] : INFO : Epoch 1861 | loss: 0.0311234 | val_loss: 0.0311336 | Time: 1446.81 ms [2021-03-20 15:16:26 main:574] : INFO : Epoch 1862 | loss: 0.0311221 | val_loss: 0.0311379 | Time: 1427.34 ms [2021-03-20 15:16:28 main:574] : INFO : Epoch 1863 | loss: 0.0311243 | val_loss: 0.0311407 | Time: 1426.63 ms [2021-03-20 15:16:29 main:574] : INFO : Epoch 1864 | loss: 0.0311224 | val_loss: 0.0311343 | Time: 1455.53 ms [2021-03-20 15:16:30 main:574] : INFO : Epoch 1865 | loss: 0.0311294 | val_loss: 0.0311387 | Time: 1441.24 ms [2021-03-20 15:16:32 main:574] : INFO : Epoch 1866 | loss: 0.0311339 | val_loss: 0.0311435 | Time: 1434.09 ms [2021-03-20 15:16:33 main:574] : INFO : Epoch 1867 | loss: 0.0311328 | val_loss: 0.0311431 | Time: 1431.31 ms [2021-03-20 15:16:35 main:574] : INFO : Epoch 1868 | loss: 0.0311297 | val_loss: 0.0311442 | Time: 1423.88 ms [2021-03-20 15:16:36 main:574] : INFO : Epoch 1869 | loss: 0.0311317 | val_loss: 0.0311443 | Time: 1435.82 ms [2021-03-20 15:16:38 main:574] : INFO : Epoch 1870 | loss: 0.0311268 | val_loss: 0.0311408 | Time: 1433.24 ms [2021-03-20 15:16:39 main:574] : INFO : Epoch 1871 | loss: 0.0311246 | val_loss: 0.0311375 | Time: 1425.04 ms [2021-03-20 15:16:41 main:574] : INFO : Epoch 1872 | loss: 0.0311226 | val_loss: 0.0311337 | Time: 1424.34 ms [2021-03-20 15:16:42 main:574] : INFO : Epoch 1873 | loss: 0.0311229 | val_loss: 0.0311378 | Time: 1427.96 ms [2021-03-20 15:16:43 main:574] : INFO : Epoch 1874 | loss: 0.0311231 | val_loss: 0.0311395 | Time: 1440.48 ms [2021-03-20 15:16:45 main:574] : INFO : Epoch 1875 | loss: 0.0311238 | val_loss: 0.0311384 | Time: 1439.7 ms [2021-03-20 15:16:46 main:574] : INFO : Epoch 1876 | loss: 0.0311227 | val_loss: 0.0311356 | Time: 1431 ms [2021-03-20 15:16:48 main:574] : INFO : Epoch 1877 | loss: 0.0311213 | val_loss: 0.031134 | Time: 1433.43 ms [2021-03-20 15:16:49 main:574] : INFO : Epoch 1878 | loss: 0.0311224 | val_loss: 0.0311324 | Time: 1426.35 ms [2021-03-20 15:16:51 main:574] : INFO : Epoch 1879 | loss: 0.0311228 | val_loss: 0.0311331 | Time: 1424.03 ms [2021-03-20 15:16:52 main:574] : INFO : Epoch 1880 | loss: 0.0311199 | val_loss: 0.0311364 | Time: 1424.96 ms [2021-03-20 15:16:53 main:574] : INFO : Epoch 1881 | loss: 0.031123 | val_loss: 0.0311376 | Time: 1427.94 ms [2021-03-20 15:16:55 main:574] : INFO : Epoch 1882 | loss: 0.0311246 | val_loss: 0.031137 | Time: 1423.83 ms [2021-03-20 15:16:56 main:574] : INFO : Epoch 1883 | loss: 0.0311245 | val_loss: 0.0311372 | Time: 1420.42 ms [2021-03-20 15:16:58 main:574] : INFO : Epoch 1884 | loss: 0.0311238 | val_loss: 0.0311391 | Time: 1422.85 ms [2021-03-20 15:16:59 main:574] : INFO : Epoch 1885 | loss: 0.0311249 | val_loss: 0.0311376 | Time: 1425.97 ms [2021-03-20 15:17:01 main:574] : INFO : Epoch 1886 | loss: 0.0311237 | val_loss: 0.0311399 | Time: 1427.48 ms [2021-03-20 15:17:02 main:574] : INFO : Epoch 1887 | loss: 0.0311246 | val_loss: 0.0311362 | Time: 1421.31 ms [2021-03-20 15:17:04 main:574] : INFO : Epoch 1888 | loss: 0.0311234 | val_loss: 0.0311413 | Time: 1422.46 ms [2021-03-20 15:17:05 main:574] : INFO : Epoch 1889 | loss: 0.0311238 | val_loss: 0.0311354 | Time: 1420.87 ms [2021-03-20 15:17:06 main:574] : INFO : Epoch 1890 | loss: 0.0311248 | val_loss: 0.0311358 | Time: 1426.74 ms [2021-03-20 15:17:08 main:574] : INFO : Epoch 1891 | loss: 0.0311248 | val_loss: 0.0311375 | Time: 1428.15 ms [2021-03-20 15:17:09 main:574] : INFO : Epoch 1892 | loss: 0.0311261 | val_loss: 0.0311361 | Time: 1427.21 ms [2021-03-20 15:17:11 main:574] : INFO : Epoch 1893 | loss: 0.0311262 | val_loss: 0.0311345 | Time: 1424.95 ms [2021-03-20 15:17:12 main:574] : INFO : Epoch 1894 | loss: 0.0311265 | val_loss: 0.0311359 | Time: 1430.06 ms [2021-03-20 15:17:14 main:574] : INFO : Epoch 1895 | loss: 0.0311242 | val_loss: 0.0311367 | Time: 1432.12 ms [2021-03-20 15:17:15 main:574] : INFO : Epoch 1896 | loss: 0.031129 | val_loss: 0.0311443 | Time: 1421.64 ms [2021-03-20 15:17:16 main:574] : INFO : Epoch 1897 | loss: 0.0311318 | val_loss: 0.0311452 | Time: 1428.69 ms [2021-03-20 15:17:18 main:574] : INFO : Epoch 1898 | loss: 0.0311295 | val_loss: 0.0311455 | Time: 1420.57 ms [2021-03-20 15:17:19 main:574] : INFO : Epoch 1899 | loss: 0.0311274 | val_loss: 0.0311433 | Time: 1424.94 ms [2021-03-20 15:17:21 main:574] : INFO : Epoch 1900 | loss: 0.0311284 | val_loss: 0.0311416 | Time: 1422.45 ms [2021-03-20 15:17:22 main:574] : INFO : Epoch 1901 | loss: 0.0311273 | val_loss: 0.0311397 | Time: 1432.06 ms [2021-03-20 15:17:24 main:574] : INFO : Epoch 1902 | loss: 0.0311282 | val_loss: 0.0311429 | Time: 1427.27 ms [2021-03-20 15:17:25 main:574] : INFO : Epoch 1903 | loss: 0.0311406 | val_loss: 0.0311471 | Time: 1423.54 ms [2021-03-20 15:17:27 main:574] : INFO : Epoch 1904 | loss: 0.0311439 | val_loss: 0.0311475 | Time: 1445.9 ms [2021-03-20 15:17:28 main:574] : INFO : Epoch 1905 | loss: 0.0311427 | val_loss: 0.0311463 | Time: 1429.61 ms [2021-03-20 15:17:29 main:574] : INFO : Epoch 1906 | loss: 0.031142 | val_loss: 0.0311454 | Time: 1431.07 ms [2021-03-20 15:17:31 main:574] : INFO : Epoch 1907 | loss: 0.0311398 | val_loss: 0.0311421 | Time: 1428.21 ms [2021-03-20 15:17:32 main:574] : INFO : Epoch 1908 | loss: 0.0311382 | val_loss: 0.0311431 | Time: 1425.84 ms [2021-03-20 15:17:34 main:574] : INFO : Epoch 1909 | loss: 0.0311378 | val_loss: 0.0311456 | Time: 1437.32 ms [2021-03-20 15:17:35 main:574] : INFO : Epoch 1910 | loss: 0.0311376 | val_loss: 0.0311454 | Time: 1424.5 ms [2021-03-20 15:17:37 main:574] : INFO : Epoch 1911 | loss: 0.0311435 | val_loss: 0.0311578 | Time: 1431.08 ms [2021-03-20 15:17:38 main:574] : INFO : Epoch 1912 | loss: 0.0311511 | val_loss: 0.0311558 | Time: 1423.6 ms [2021-03-20 15:17:39 main:574] : INFO : Epoch 1913 | loss: 0.0311447 | val_loss: 0.0311496 | Time: 1425.38 ms [2021-03-20 15:17:41 main:574] : INFO : Epoch 1914 | loss: 0.031143 | val_loss: 0.0311493 | Time: 1422.67 ms [2021-03-20 15:17:42 main:574] : INFO : Epoch 1915 | loss: 0.0311414 | val_loss: 0.0311484 | Time: 1426.1 ms [2021-03-20 15:17:44 main:574] : INFO : Epoch 1916 | loss: 0.03114 | val_loss: 0.0311467 | Time: 1425 ms [2021-03-20 15:17:45 main:574] : INFO : Epoch 1917 | loss: 0.0311387 | val_loss: 0.031151 | Time: 1428.92 ms [2021-03-20 15:17:47 main:574] : INFO : Epoch 1918 | loss: 0.0311378 | val_loss: 0.0311474 | Time: 1423.55 ms [2021-03-20 15:17:48 main:574] : INFO : Epoch 1919 | loss: 0.0311371 | val_loss: 0.0311468 | Time: 1421.54 ms [2021-03-20 15:17:49 main:574] : INFO : Epoch 1920 | loss: 0.0311372 | val_loss: 0.0311486 | Time: 1421.75 ms [2021-03-20 15:17:51 main:574] : INFO : Epoch 1921 | loss: 0.0311387 | val_loss: 0.0311465 | Time: 1428.2 ms [2021-03-20 15:17:52 main:574] : INFO : Epoch 1922 | loss: 0.0311383 | val_loss: 0.0311467 | Time: 1425.65 ms [2021-03-20 15:17:54 main:574] : INFO : Epoch 1923 | loss: 0.0311379 | val_loss: 0.0311486 | Time: 1424.75 ms [2021-03-20 15:17:55 main:574] : INFO : Epoch 1924 | loss: 0.031141 | val_loss: 0.0311492 | Time: 1430.07 ms [2021-03-20 15:17:57 main:574] : INFO : Epoch 1925 | loss: 0.0311404 | val_loss: 0.0311511 | Time: 1424.81 ms [2021-03-20 15:17:58 main:574] : INFO : Epoch 1926 | loss: 0.0311408 | val_loss: 0.0311487 | Time: 1424.18 ms [2021-03-20 15:18:00 main:574] : INFO : Epoch 1927 | loss: 0.0311382 | val_loss: 0.0311481 | Time: 1428.09 ms [2021-03-20 15:18:01 main:574] : INFO : Epoch 1928 | loss: 0.0311389 | val_loss: 0.0311454 | Time: 1419.72 ms [2021-03-20 15:18:02 main:574] : INFO : Epoch 1929 | loss: 0.0311359 | val_loss: 0.0311449 | Time: 1422.39 ms [2021-03-20 15:18:04 main:574] : INFO : Epoch 1930 | loss: 0.0311366 | val_loss: 0.0311459 | Time: 1423.92 ms [2021-03-20 15:18:05 main:574] : INFO : Epoch 1931 | loss: 0.0311386 | val_loss: 0.0311494 | Time: 1429.24 ms [2021-03-20 15:18:07 main:574] : INFO : Epoch 1932 | loss: 0.03114 | val_loss: 0.03115 | Time: 1426.06 ms [2021-03-20 15:18:08 main:574] : INFO : Epoch 1933 | loss: 0.0311456 | val_loss: 0.0311496 | Time: 1444.93 ms [2021-03-20 15:18:10 main:574] : INFO : Epoch 1934 | loss: 0.0311429 | val_loss: 0.0311481 | Time: 1447.96 ms [2021-03-20 15:18:11 main:574] : INFO : Epoch 1935 | loss: 0.03114 | val_loss: 0.0311553 | Time: 1432.71 ms [2021-03-20 15:18:13 main:574] : INFO : Epoch 1936 | loss: 0.0311424 | val_loss: 0.0311554 | Time: 1428.96 ms [2021-03-20 15:18:14 main:574] : INFO : Epoch 1937 | loss: 0.031145 | val_loss: 0.0311499 | Time: 1423.95 ms [2021-03-20 15:18:15 main:574] : INFO : Epoch 1938 | loss: 0.0311389 | val_loss: 0.0311469 | Time: 1422.65 ms [2021-03-20 15:18:17 main:574] : INFO : Epoch 1939 | loss: 0.0311408 | val_loss: 0.0311437 | Time: 1426.55 ms [2021-03-20 15:18:18 main:574] : INFO : Epoch 1940 | loss: 0.0311371 | val_loss: 0.031144 | Time: 1440.32 ms [2021-03-20 15:18:20 main:574] : INFO : Epoch 1941 | loss: 0.0311355 | val_loss: 0.0311418 | Time: 1423.68 ms [2021-03-20 15:18:21 main:574] : INFO : Epoch 1942 | loss: 0.0311352 | val_loss: 0.0311413 | Time: 1428.47 ms [2021-03-20 15:18:23 main:574] : INFO : Epoch 1943 | loss: 0.0311352 | val_loss: 0.0311411 | Time: 1422.38 ms [2021-03-20 15:18:24 main:574] : INFO : Epoch 1944 | loss: 0.031135 | val_loss: 0.0311405 | Time: 1429.92 ms [2021-03-20 15:18:25 main:574] : INFO : Epoch 1945 | loss: 0.0311339 | val_loss: 0.0311406 | Time: 1428.77 ms [2021-03-20 15:18:27 main:574] : INFO : Epoch 1946 | loss: 0.031134 | val_loss: 0.0311402 | Time: 1423.29 ms [2021-03-20 15:18:28 main:574] : INFO : Epoch 1947 | loss: 0.0311338 | val_loss: 0.0311406 | Time: 1422.16 ms [2021-03-20 15:18:30 main:574] : INFO : Epoch 1948 | loss: 0.0311337 | val_loss: 0.0311429 | Time: 1437.67 ms [2021-03-20 15:18:31 main:574] : INFO : Epoch 1949 | loss: 0.031133 | val_loss: 0.0311411 | Time: 1425.44 ms [2021-03-20 15:18:33 main:574] : INFO : Epoch 1950 | loss: 0.0311336 | val_loss: 0.0311392 | Time: 1433.65 ms [2021-03-20 15:18:34 main:574] : INFO : Epoch 1951 | loss: 0.0311334 | val_loss: 0.0311385 | Time: 1439.58 ms [2021-03-20 15:18:36 main:574] : INFO : Epoch 1952 | loss: 0.0311323 | val_loss: 0.0311406 | Time: 1433.99 ms [2021-03-20 15:18:37 main:574] : INFO : Epoch 1953 | loss: 0.0311321 | val_loss: 0.03114 | Time: 1421.16 ms [2021-03-20 15:18:38 main:574] : INFO : Epoch 1954 | loss: 0.0311318 | val_loss: 0.0311407 | Time: 1422.72 ms [2021-03-20 15:18:40 main:574] : INFO : Epoch 1955 | loss: 0.0311312 | val_loss: 0.0311385 | Time: 1422.09 ms [2021-03-20 15:18:41 main:574] : INFO : Epoch 1956 | loss: 0.0311309 | val_loss: 0.0311402 | Time: 1420.39 ms [2021-03-20 15:18:43 main:574] : INFO : Epoch 1957 | loss: 0.0311309 | val_loss: 0.0311412 | Time: 1425.7 ms [2021-03-20 15:18:44 main:574] : INFO : Epoch 1958 | loss: 0.0311306 | val_loss: 0.0311409 | Time: 1435.55 ms [2021-03-20 15:18:46 main:574] : INFO : Epoch 1959 | loss: 0.0311298 | val_loss: 0.0311424 | Time: 1432.23 ms [2021-03-20 15:18:47 main:574] : INFO : Epoch 1960 | loss: 0.0311304 | val_loss: 0.0311429 | Time: 1426.15 ms [2021-03-20 15:18:48 main:574] : INFO : Epoch 1961 | loss: 0.0311311 | val_loss: 0.0311481 | Time: 1429.71 ms [2021-03-20 15:18:50 main:574] : INFO : Epoch 1962 | loss: 0.0311324 | val_loss: 0.031146 | Time: 1441.9 ms [2021-03-20 15:18:51 main:574] : INFO : Epoch 1963 | loss: 0.0311322 | val_loss: 0.0311409 | Time: 1445.91 ms [2021-03-20 15:18:53 main:574] : INFO : Epoch 1964 | loss: 0.0311297 | val_loss: 0.0311394 | Time: 1424.09 ms [2021-03-20 15:18:54 main:574] : INFO : Epoch 1965 | loss: 0.0311286 | val_loss: 0.0311349 | Time: 1421.98 ms [2021-03-20 15:18:56 main:574] : INFO : Epoch 1966 | loss: 0.0311295 | val_loss: 0.0311374 | Time: 1429.49 ms [2021-03-20 15:18:57 main:574] : INFO : Epoch 1967 | loss: 0.0311312 | val_loss: 0.0311389 | Time: 1428.48 ms [2021-03-20 15:18:59 main:574] : INFO : Epoch 1968 | loss: 0.031131 | val_loss: 0.0311372 | Time: 1430.84 ms [2021-03-20 15:19:00 main:574] : INFO : Epoch 1969 | loss: 0.0311298 | val_loss: 0.0311347 | Time: 1426.18 ms [2021-03-20 15:19:01 main:574] : INFO : Epoch 1970 | loss: 0.031139 | val_loss: 0.0311534 | Time: 1429.43 ms [2021-03-20 15:19:03 main:574] : INFO : Epoch 1971 | loss: 0.031151 | val_loss: 0.0311537 | Time: 1436.65 ms [2021-03-20 15:19:04 main:574] : INFO : Epoch 1972 | loss: 0.0311469 | val_loss: 0.0311499 | Time: 1430.52 ms [2021-03-20 15:19:06 main:574] : INFO : Epoch 1973 | loss: 0.0311409 | val_loss: 0.0311436 | Time: 1431.07 ms [2021-03-20 15:19:07 main:574] : INFO : Epoch 1974 | loss: 0.0311378 | val_loss: 0.0311429 | Time: 1427.79 ms [2021-03-20 15:19:09 main:574] : INFO : Epoch 1975 | loss: 0.0311388 | val_loss: 0.0311447 | Time: 1423.93 ms [2021-03-20 15:19:10 main:574] : INFO : Epoch 1976 | loss: 0.031137 | val_loss: 0.0311425 | Time: 1434.38 ms [2021-03-20 15:19:11 main:574] : INFO : Epoch 1977 | loss: 0.0311352 | val_loss: 0.0311419 | Time: 1420.38 ms [2021-03-20 15:19:13 main:574] : INFO : Epoch 1978 | loss: 0.0311352 | val_loss: 0.0311466 | Time: 1427.18 ms [2021-03-20 15:19:14 main:574] : INFO : Epoch 1979 | loss: 0.031135 | val_loss: 0.0311428 | Time: 1426.23 ms [2021-03-20 15:19:16 main:574] : INFO : Epoch 1980 | loss: 0.0311338 | val_loss: 0.0311411 | Time: 1431.84 ms [2021-03-20 15:19:17 main:574] : INFO : Epoch 1981 | loss: 0.0311351 | val_loss: 0.0311423 | Time: 1435.42 ms [2021-03-20 15:19:19 main:574] : INFO : Epoch 1982 | loss: 0.0311356 | val_loss: 0.031141 | Time: 1428.04 ms [2021-03-20 15:19:20 main:574] : INFO : Epoch 1983 | loss: 0.0311353 | val_loss: 0.0311401 | Time: 1422.2 ms [2021-03-20 15:19:22 main:574] : INFO : Epoch 1984 | loss: 0.0311359 | val_loss: 0.0311433 | Time: 1426.85 ms [2021-03-20 15:19:23 main:574] : INFO : Epoch 1985 | loss: 0.0311359 | val_loss: 0.0311426 | Time: 1419.73 ms [2021-03-20 15:19:24 main:574] : INFO : Epoch 1986 | loss: 0.0311362 | val_loss: 0.0311537 | Time: 1423.95 ms [2021-03-20 15:19:26 main:574] : INFO : Epoch 1987 | loss: 0.0311544 | val_loss: 0.0311627 | Time: 1427.76 ms [2021-03-20 15:19:27 main:574] : INFO : Epoch 1988 | loss: 0.0311549 | val_loss: 0.0311605 | Time: 1419.12 ms [2021-03-20 15:19:29 main:574] : INFO : Epoch 1989 | loss: 0.031154 | val_loss: 0.0311585 | Time: 1424.22 ms [2021-03-20 15:19:30 main:574] : INFO : Epoch 1990 | loss: 0.0311549 | val_loss: 0.0311553 | Time: 1420.61 ms [2021-03-20 15:19:32 main:574] : INFO : Epoch 1991 | loss: 0.0311504 | val_loss: 0.0311536 | Time: 1430.31 ms [2021-03-20 15:19:33 main:574] : INFO : Epoch 1992 | loss: 0.0311505 | val_loss: 0.0311562 | Time: 1422.02 ms [2021-03-20 15:19:34 main:574] : INFO : Epoch 1993 | loss: 0.0311418 | val_loss: 0.0311394 | Time: 1429.03 ms [2021-03-20 15:19:36 main:574] : INFO : Epoch 1994 | loss: 0.0311353 | val_loss: 0.0311372 | Time: 1424.25 ms [2021-03-20 15:19:37 main:574] : INFO : Epoch 1995 | loss: 0.0311326 | val_loss: 0.0311324 | Time: 1423.81 ms [2021-03-20 15:19:39 main:574] : INFO : Epoch 1996 | loss: 0.0311323 | val_loss: 0.0311342 | Time: 1423.73 ms [2021-03-20 15:19:40 main:574] : INFO : Epoch 1997 | loss: 0.0311312 | val_loss: 0.0311344 | Time: 1432.97 ms [2021-03-20 15:19:42 main:574] : INFO : Epoch 1998 | loss: 0.0311305 | val_loss: 0.0311342 | Time: 1424.97 ms [2021-03-20 15:19:43 main:574] : INFO : Epoch 1999 | loss: 0.0311304 | val_loss: 0.0311344 | Time: 1420.07 ms [2021-03-20 15:19:44 main:574] : INFO : Epoch 2000 | loss: 0.0311293 | val_loss: 0.0311365 | Time: 1436.23 ms [2021-03-20 15:19:46 main:574] : INFO : Epoch 2001 | loss: 0.0311287 | val_loss: 0.0311342 | Time: 1429.19 ms [2021-03-20 15:19:47 main:574] : INFO : Epoch 2002 | loss: 0.0311292 | val_loss: 0.0311353 | Time: 1420.45 ms [2021-03-20 15:19:49 main:574] : INFO : Epoch 2003 | loss: 0.0311292 | val_loss: 0.0311363 | Time: 1431.79 ms [2021-03-20 15:19:50 main:574] : INFO : Epoch 2004 | loss: 0.03113 | val_loss: 0.0311357 | Time: 1422.11 ms [2021-03-20 15:19:52 main:574] : INFO : Epoch 2005 | loss: 0.031129 | val_loss: 0.0311362 | Time: 1419.32 ms [2021-03-20 15:19:53 main:574] : INFO : Epoch 2006 | loss: 0.0311282 | val_loss: 0.0311356 | Time: 1422.83 ms [2021-03-20 15:19:55 main:574] : INFO : Epoch 2007 | loss: 0.0311296 | val_loss: 0.0311414 | Time: 1420.78 ms [2021-03-20 15:19:56 main:574] : INFO : Epoch 2008 | loss: 0.0311405 | val_loss: 0.0311433 | Time: 1426.02 ms [2021-03-20 15:19:57 main:574] : INFO : Epoch 2009 | loss: 0.0311414 | val_loss: 0.0311456 | Time: 1425.18 ms [2021-03-20 15:19:59 main:574] : INFO : Epoch 2010 | loss: 0.0311411 | val_loss: 0.0311458 | Time: 1421.64 ms [2021-03-20 15:20:00 main:574] : INFO : Epoch 2011 | loss: 0.03114 | val_loss: 0.031146 | Time: 1425.13 ms [2021-03-20 15:20:02 main:574] : INFO : Epoch 2012 | loss: 0.0311405 | val_loss: 0.0311501 | Time: 1430.72 ms [2021-03-20 15:20:03 main:574] : INFO : Epoch 2013 | loss: 0.0311414 | val_loss: 0.0311446 | Time: 1427.93 ms [2021-03-20 15:20:05 main:574] : INFO : Epoch 2014 | loss: 0.0311383 | val_loss: 0.0311433 | Time: 1426.71 ms [2021-03-20 15:20:06 main:574] : INFO : Epoch 2015 | loss: 0.031137 | val_loss: 0.0311414 | Time: 1420.38 ms [2021-03-20 15:20:07 main:574] : INFO : Epoch 2016 | loss: 0.0311358 | val_loss: 0.0311414 | Time: 1417.66 ms [2021-03-20 15:20:09 main:574] : INFO : Epoch 2017 | loss: 0.0311352 | val_loss: 0.0311421 | Time: 1422.33 ms [2021-03-20 15:20:10 main:574] : INFO : Epoch 2018 | loss: 0.0311347 | val_loss: 0.0311415 | Time: 1423.22 ms [2021-03-20 15:20:12 main:574] : INFO : Epoch 2019 | loss: 0.0311353 | val_loss: 0.0311404 | Time: 1421.39 ms [2021-03-20 15:20:13 main:574] : INFO : Epoch 2020 | loss: 0.0311344 | val_loss: 0.0311451 | Time: 1430.64 ms [2021-03-20 15:20:15 main:574] : INFO : Epoch 2021 | loss: 0.031134 | val_loss: 0.0311427 | Time: 1422.38 ms [2021-03-20 15:20:16 main:574] : INFO : Epoch 2022 | loss: 0.0311399 | val_loss: 0.0311444 | Time: 1421.57 ms [2021-03-20 15:20:17 main:574] : INFO : Epoch 2023 | loss: 0.0311368 | val_loss: 0.0311431 | Time: 1424.94 ms [2021-03-20 15:20:19 main:574] : INFO : Epoch 2024 | loss: 0.0311339 | val_loss: 0.0311414 | Time: 1424.69 ms [2021-03-20 15:20:20 main:574] : INFO : Epoch 2025 | loss: 0.0311339 | val_loss: 0.0311412 | Time: 1426.02 ms [2021-03-20 15:20:22 main:574] : INFO : Epoch 2026 | loss: 0.0311335 | val_loss: 0.0311377 | Time: 1425.3 ms [2021-03-20 15:20:23 main:574] : INFO : Epoch 2027 | loss: 0.0311333 | val_loss: 0.0311383 | Time: 1425 ms [2021-03-20 15:20:25 main:574] : INFO : Epoch 2028 | loss: 0.0311341 | val_loss: 0.0311383 | Time: 1426.94 ms [2021-03-20 15:20:26 main:574] : INFO : Epoch 2029 | loss: 0.0311333 | val_loss: 0.0311403 | Time: 1428.08 ms [2021-03-20 15:20:28 main:574] : INFO : Epoch 2030 | loss: 0.0311327 | val_loss: 0.031143 | Time: 1436.77 ms [2021-03-20 15:20:29 main:574] : INFO : Epoch 2031 | loss: 0.0311341 | val_loss: 0.0311438 | Time: 1429.05 ms [2021-03-20 15:20:30 main:574] : INFO : Epoch 2032 | loss: 0.0311349 | val_loss: 0.0311469 | Time: 1425.07 ms [2021-03-20 15:20:32 main:574] : INFO : Epoch 2033 | loss: 0.0311352 | val_loss: 0.031142 | Time: 1426.3 ms [2021-03-20 15:20:33 main:574] : INFO : Epoch 2034 | loss: 0.0311334 | val_loss: 0.0311454 | Time: 1426.67 ms [2021-03-20 15:20:35 main:574] : INFO : Epoch 2035 | loss: 0.0311337 | val_loss: 0.0311414 | Time: 1427.55 ms [2021-03-20 15:20:36 main:574] : INFO : Epoch 2036 | loss: 0.0311321 | val_loss: 0.0311396 | Time: 1420.25 ms [2021-03-20 15:20:38 main:574] : INFO : Epoch 2037 | loss: 0.0311318 | val_loss: 0.031141 | Time: 1423.59 ms [2021-03-20 15:20:39 main:574] : INFO : Epoch 2038 | loss: 0.0311334 | val_loss: 0.0311437 | Time: 1426 ms [2021-03-20 15:20:40 main:574] : INFO : Epoch 2039 | loss: 0.0311335 | val_loss: 0.0311402 | Time: 1423.45 ms [2021-03-20 15:20:42 main:574] : INFO : Epoch 2040 | loss: 0.0311334 | val_loss: 0.031141 | Time: 1425.32 ms [2021-03-20 15:20:43 main:574] : INFO : Epoch 2041 | loss: 0.0311332 | val_loss: 0.0311448 | Time: 1421.67 ms [2021-03-20 15:20:45 main:574] : INFO : Epoch 2042 | loss: 0.0311324 | val_loss: 0.0311407 | Time: 1427.94 ms [2021-03-20 15:20:46 main:574] : INFO : Epoch 2043 | loss: 0.0311324 | val_loss: 0.0311388 | Time: 1422.46 ms [2021-03-20 15:20:48 main:574] : INFO : Epoch 2044 | loss: 0.0311309 | val_loss: 0.0311379 | Time: 1485.14 ms [2021-03-20 15:20:49 main:574] : INFO : Epoch 2045 | loss: 0.0311307 | val_loss: 0.0311387 | Time: 1437.41 ms [2021-03-20 15:20:51 main:574] : INFO : Epoch 2046 | loss: 0.031131 | val_loss: 0.0311384 | Time: 1429.91 ms [2021-03-20 15:20:52 main:574] : INFO : Epoch 2047 | loss: 0.0311305 | val_loss: 0.0311394 | Time: 1436.17 ms [2021-03-20 15:20:53 main:574] : INFO : Epoch 2048 | loss: 0.0311307 | val_loss: 0.0311384 | Time: 1452.95 ms [2021-03-20 15:20:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311384 [2021-03-20 15:20:53 main:603] : INFO : Saving end state to config to file [2021-03-20 15:20:53 main:608] : INFO : Success, exiting.. 15:20:54 (2764): 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)