Task 9071385
| Name | ParityModified-1636227297-11661-1_2 |
| Workunit | 6347513 |
| Created | 20 Nov 2021, 20:55:53 UTC |
| Sent | 20 Nov 2021, 22:37:06 UTC |
| Report deadline | 27 Nov 2021, 22:37:06 UTC |
| Received | 21 Nov 2021, 5:02:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12822 |
| Run time | 5 hours 23 min 27 sec |
| CPU time | 5 hours 21 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,169.20 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.35 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311322 | val_loss: 0.0311503 | Time: 9474.18 ms
[2021-11-20 19:41:16 main:581] : INFO : Epoch 1539 | loss: 0.0311311 | val_loss: 0.0311533 | Time: 9445.44 ms
[2021-11-20 19:41:26 main:581] : INFO : Epoch 1540 | loss: 0.0311307 | val_loss: 0.0311583 | Time: 9468.47 ms
[2021-11-20 19:41:35 main:581] : INFO : Epoch 1541 | loss: 0.0311313 | val_loss: 0.0311559 | Time: 9471.42 ms
[2021-11-20 19:41:45 main:581] : INFO : Epoch 1542 | loss: 0.031133 | val_loss: 0.0311467 | Time: 9498.25 ms
[2021-11-20 19:41:54 main:581] : INFO : Epoch 1543 | loss: 0.0311361 | val_loss: 0.0311525 | Time: 9475.67 ms
[2021-11-20 19:42:04 main:581] : INFO : Epoch 1544 | loss: 0.0311303 | val_loss: 0.0311464 | Time: 9495.21 ms
[2021-11-20 19:42:13 main:581] : INFO : Epoch 1545 | loss: 0.0311378 | val_loss: 0.0311473 | Time: 9469.14 ms
[2021-11-20 19:42:23 main:581] : INFO : Epoch 1546 | loss: 0.0311343 | val_loss: 0.0311508 | Time: 9499.06 ms
[2021-11-20 19:42:32 main:581] : INFO : Epoch 1547 | loss: 0.0311303 | val_loss: 0.0311468 | Time: 9528.37 ms
[2021-11-20 19:42:42 main:581] : INFO : Epoch 1548 | loss: 0.0311312 | val_loss: 0.0311447 | Time: 9490.44 ms
[2021-11-20 19:42:51 main:581] : INFO : Epoch 1549 | loss: 0.0311308 | val_loss: 0.0311475 | Time: 9469.94 ms
[2021-11-20 19:43:01 main:581] : INFO : Epoch 1550 | loss: 0.0311292 | val_loss: 0.0311454 | Time: 9489.25 ms
[2021-11-20 19:43:10 main:581] : INFO : Epoch 1551 | loss: 0.0311308 | val_loss: 0.0311487 | Time: 9496.46 ms
[2021-11-20 19:43:20 main:581] : INFO : Epoch 1552 | loss: 0.0311302 | val_loss: 0.0311489 | Time: 9461.66 ms
[2021-11-20 19:43:29 main:581] : INFO : Epoch 1553 | loss: 0.0311294 | val_loss: 0.0311491 | Time: 9484.95 ms
[2021-11-20 19:43:39 main:581] : INFO : Epoch 1554 | loss: 0.0311325 | val_loss: 0.0311493 | Time: 9486.7 ms
[2021-11-20 19:43:48 main:581] : INFO : Epoch 1555 | loss: 0.0311311 | val_loss: 0.0311459 | Time: 9495.62 ms
[2021-11-20 19:43:57 main:581] : INFO : Epoch 1556 | loss: 0.0311313 | val_loss: 0.0311547 | Time: 9486.12 ms
[2021-11-20 19:44:07 main:581] : INFO : Epoch 1557 | loss: 0.0311279 | val_loss: 0.0311463 | Time: 9487.06 ms
[2021-11-20 19:44:17 main:581] : INFO : Epoch 1558 | loss: 0.0311287 | val_loss: 0.0311517 | Time: 9531.09 ms
[2021-11-20 19:44:26 main:581] : INFO : Epoch 1559 | loss: 0.031129 | val_loss: 0.0311496 | Time: 9463.02 ms
[2021-11-20 19:44:35 main:581] : INFO : Epoch 1560 | loss: 0.0311315 | val_loss: 0.0311495 | Time: 9462.37 ms
[2021-11-20 19:44:45 main:581] : INFO : Epoch 1561 | loss: 0.0311328 | val_loss: 0.0311509 | Time: 9467.29 ms
[2021-11-20 19:44:54 main:581] : INFO : Epoch 1562 | loss: 0.0311356 | val_loss: 0.0311565 | Time: 9463.15 ms
[2021-11-20 19:45:04 main:581] : INFO : Epoch 1563 | loss: 0.0311363 | val_loss: 0.0311561 | Time: 9513.36 ms
[2021-11-20 19:45:13 main:581] : INFO : Epoch 1564 | loss: 0.0311273 | val_loss: 0.0311513 | Time: 9467.3 ms
[2021-11-20 19:45:23 main:581] : INFO : Epoch 1565 | loss: 0.031134 | val_loss: 0.0311487 | Time: 9470.98 ms
[2021-11-20 19:45:32 main:581] : INFO : Epoch 1566 | loss: 0.0311299 | val_loss: 0.0311469 | Time: 9479.06 ms
[2021-11-20 19:45:42 main:581] : INFO : Epoch 1567 | loss: 0.0311272 | val_loss: 0.0311476 | Time: 9484.27 ms
[2021-11-20 19:45:51 main:581] : INFO : Epoch 1568 | loss: 0.0311264 | val_loss: 0.0311432 | Time: 9484.88 ms
[2021-11-20 19:46:01 main:581] : INFO : Epoch 1569 | loss: 0.0311276 | val_loss: 0.0311492 | Time: 9504.46 ms
[2021-11-20 19:46:10 main:581] : INFO : Epoch 1570 | loss: 0.0311288 | val_loss: 0.0311476 | Time: 9476.69 ms
[2021-11-20 19:46:20 main:581] : INFO : Epoch 1571 | loss: 0.031129 | val_loss: 0.0311445 | Time: 9454.56 ms
[2021-11-20 19:46:29 main:581] : INFO : Epoch 1572 | loss: 0.0311279 | val_loss: 0.0311465 | Time: 9487.38 ms
[2021-11-20 19:46:39 main:581] : INFO : Epoch 1573 | loss: 0.0311313 | val_loss: 0.0311468 | Time: 9490.1 ms
[2021-11-20 19:46:48 main:581] : INFO : Epoch 1574 | loss: 0.031127 | val_loss: 0.0311467 | Time: 9462.38 ms
[2021-11-20 19:46:58 main:581] : INFO : Epoch 1575 | loss: 0.0311268 | val_loss: 0.0311445 | Time: 9484.79 ms
[2021-11-20 19:47:07 main:581] : INFO : Epoch 1576 | loss: 0.0311286 | val_loss: 0.0311514 | Time: 9503.77 ms
[2021-11-20 19:47:17 main:581] : INFO : Epoch 1577 | loss: 0.0311244 | val_loss: 0.0311488 | Time: 9473.35 ms
[2021-11-20 19:47:26 main:581] : INFO : Epoch 1578 | loss: 0.0311275 | val_loss: 0.0311465 | Time: 9500.96 ms
[2021-11-20 19:47:36 main:581] : INFO : Epoch 1579 | loss: 0.0311324 | val_loss: 0.0311503 | Time: 9511.77 ms
[2021-11-20 19:47:45 main:581] : INFO : Epoch 1580 | loss: 0.0311266 | val_loss: 0.0311484 | Time: 9462.69 ms
[2021-11-20 19:47:55 main:581] : INFO : Epoch 1581 | loss: 0.031127 | val_loss: 0.0311466 | Time: 9458.89 ms
[2021-11-20 19:48:04 main:581] : INFO : Epoch 1582 | loss: 0.0311284 | val_loss: 0.0311502 | Time: 9497.53 ms
[2021-11-20 19:48:14 main:581] : INFO : Epoch 1583 | loss: 0.0311358 | val_loss: 0.0311488 | Time: 9475.82 ms
[2021-11-20 19:48:23 main:581] : INFO : Epoch 1584 | loss: 0.0311279 | val_loss: 0.0311446 | Time: 9509.15 ms
[2021-11-20 19:48:33 main:581] : INFO : Epoch 1585 | loss: 0.0311274 | val_loss: 0.0311455 | Time: 9474.27 ms
[2021-11-20 19:48:42 main:581] : INFO : Epoch 1586 | loss: 0.0311265 | val_loss: 0.0311482 | Time: 9444.37 ms
[2021-11-20 19:48:51 main:581] : INFO : Epoch 1587 | loss: 0.0311228 | val_loss: 0.0311426 | Time: 9464.09 ms
[2021-11-20 19:49:01 main:581] : INFO : Epoch 1588 | loss: 0.0311287 | val_loss: 0.0311506 | Time: 9537.63 ms
[2021-11-20 19:49:10 main:581] : INFO : Epoch 1589 | loss: 0.0311317 | val_loss: 0.0311475 | Time: 9459.82 ms
[2021-11-20 19:49:20 main:581] : INFO : Epoch 1590 | loss: 0.0311267 | val_loss: 0.0311452 | Time: 9500.04 ms
[2021-11-20 19:49:29 main:581] : INFO : Epoch 1591 | loss: 0.0311244 | val_loss: 0.0311514 | Time: 9481.03 ms
[2021-11-20 19:49:39 main:581] : INFO : Epoch 1592 | loss: 0.0311231 | val_loss: 0.0311459 | Time: 9439.46 ms
[2021-11-20 19:49:48 main:581] : INFO : Epoch 1593 | loss: 0.0311236 | val_loss: 0.0311448 | Time: 9467.09 ms
[2021-11-20 19:49:58 main:581] : INFO : Epoch 1594 | loss: 0.0311255 | val_loss: 0.0311412 | Time: 9495.55 ms
[2021-11-20 19:50:07 main:581] : INFO : Epoch 1595 | loss: 0.031123 | val_loss: 0.0311412 | Time: 9496.84 ms
[2021-11-20 19:50:17 main:581] : INFO : Epoch 1596 | loss: 0.0311216 | val_loss: 0.0311494 | Time: 9474.46 ms
[2021-11-20 19:50:26 main:581] : INFO : Epoch 1597 | loss: 0.031128 | val_loss: 0.031147 | Time: 9480.85 ms
[2021-11-20 19:50:36 main:581] : INFO : Epoch 1598 | loss: 0.0311227 | val_loss: 0.0311482 | Time: 9473.64 ms
[2021-11-20 19:50:45 main:581] : INFO : Epoch 1599 | loss: 0.031122 | val_loss: 0.0311505 | Time: 9470.32 ms
[2021-11-20 19:50:55 main:581] : INFO : Epoch 1600 | loss: 0.031121 | val_loss: 0.0311445 | Time: 9499.33 ms
[2021-11-20 19:51:04 main:581] : INFO : Epoch 1601 | loss: 0.0311215 | val_loss: 0.0311461 | Time: 9489.89 ms
[2021-11-20 19:51:14 main:581] : INFO : Epoch 1602 | loss: 0.0311209 | val_loss: 0.0311484 | Time: 9472 ms
[2021-11-20 19:51:23 main:581] : INFO : Epoch 1603 | loss: 0.0311218 | val_loss: 0.0311443 | Time: 9469.81 ms
[2021-11-20 19:51:33 main:581] : INFO : Epoch 1604 | loss: 0.0311237 | val_loss: 0.0311479 | Time: 9455.52 ms
[2021-11-20 19:51:42 main:581] : INFO : Epoch 1605 | loss: 0.0311255 | val_loss: 0.0311438 | Time: 9489.33 ms
[2021-11-20 19:51:52 main:581] : INFO : Epoch 1606 | loss: 0.0311243 | val_loss: 0.031144 | Time: 9483.67 ms
[2021-11-20 19:52:01 main:581] : INFO : Epoch 1607 | loss: 0.0311223 | val_loss: 0.0311446 | Time: 9519.2 ms
[2021-11-20 19:52:11 main:581] : INFO : Epoch 1608 | loss: 0.0311207 | val_loss: 0.0311448 | Time: 9475.17 ms
[2021-11-20 19:52:20 main:581] : INFO : Epoch 1609 | loss: 0.0311317 | val_loss: 0.0311443 | Time: 9485.86 ms
[2021-11-20 19:52:30 main:581] : INFO : Epoch 1610 | loss: 0.0311297 | val_loss: 0.0311445 | Time: 9508.92 ms
[2021-11-20 19:52:39 main:581] : INFO : Epoch 1611 | loss: 0.0311257 | val_loss: 0.0311469 | Time: 9488.2 ms
[2021-11-20 19:52:49 main:581] : INFO : Epoch 1612 | loss: 0.0311265 | val_loss: 0.0311482 | Time: 9485.85 ms
[2021-11-20 19:52:58 main:581] : INFO : Epoch 1613 | loss: 0.0311233 | val_loss: 0.0311431 | Time: 9451.74 ms
[2021-11-20 19:53:08 main:581] : INFO : Epoch 1614 | loss: 0.0311225 | val_loss: 0.0311411 | Time: 9504.67 ms
[2021-11-20 19:53:17 main:581] : INFO : Epoch 1615 | loss: 0.0311255 | val_loss: 0.0311728 | Time: 9492.24 ms
[2021-11-20 19:53:26 main:581] : INFO : Epoch 1616 | loss: 0.0311317 | val_loss: 0.0311602 | Time: 9450.49 ms
[2021-11-20 19:53:36 main:581] : INFO : Epoch 1617 | loss: 0.031126 | val_loss: 0.0311498 | Time: 9469.47 ms
[2021-11-20 19:53:45 main:581] : INFO : Epoch 1618 | loss: 0.0311249 | val_loss: 0.0311486 | Time: 9487.24 ms
[2021-11-20 19:53:55 main:581] : INFO : Epoch 1619 | loss: 0.031122 | val_loss: 0.0311486 | Time: 9487.24 ms
[2021-11-20 19:54:04 main:581] : INFO : Epoch 1620 | loss: 0.0311263 | val_loss: 0.0311449 | Time: 9499.82 ms
[2021-11-20 19:54:14 main:581] : INFO : Epoch 1621 | loss: 0.0311245 | val_loss: 0.0311486 | Time: 9507.81 ms
[2021-11-20 19:54:23 main:581] : INFO : Epoch 1622 | loss: 0.0311253 | val_loss: 0.0311512 | Time: 9480.85 ms
[2021-11-20 19:54:33 main:581] : INFO : Epoch 1623 | loss: 0.0311322 | val_loss: 0.0311488 | Time: 9471.37 ms
[2021-11-20 19:54:42 main:581] : INFO : Epoch 1624 | loss: 0.0311275 | val_loss: 0.0311427 | Time: 9476.71 ms
[2021-11-20 19:54:52 main:581] : INFO : Epoch 1625 | loss: 0.0311249 | val_loss: 0.0311479 | Time: 9473.8 ms
[2021-11-20 19:55:01 main:581] : INFO : Epoch 1626 | loss: 0.0311224 | val_loss: 0.0311442 | Time: 9525.89 ms
[2021-11-20 19:55:11 main:581] : INFO : Epoch 1627 | loss: 0.0311232 | val_loss: 0.0311612 | Time: 9486.8 ms
[2021-11-20 19:55:20 main:581] : INFO : Epoch 1628 | loss: 0.0311296 | val_loss: 0.0311598 | Time: 9448.68 ms
[2021-11-20 19:55:30 main:581] : INFO : Epoch 1629 | loss: 0.0311297 | val_loss: 0.0311492 | Time: 9465.22 ms
[2021-11-20 19:55:39 main:581] : INFO : Epoch 1630 | loss: 0.0311219 | val_loss: 0.0311514 | Time: 9510.82 ms
[2021-11-20 19:55:49 main:581] : INFO : Epoch 1631 | loss: 0.031121 | val_loss: 0.0311553 | Time: 9501.37 ms
[2021-11-20 19:55:58 main:581] : INFO : Epoch 1632 | loss: 0.0311206 | val_loss: 0.031145 | Time: 9502.56 ms
[2021-11-20 19:56:08 main:581] : INFO : Epoch 1633 | loss: 0.0311215 | val_loss: 0.0311492 | Time: 9483.17 ms
[2021-11-20 19:56:17 main:581] : INFO : Epoch 1634 | loss: 0.031118 | val_loss: 0.0311461 | Time: 9452.1 ms
[2021-11-20 19:56:27 main:581] : INFO : Epoch 1635 | loss: 0.0311215 | val_loss: 0.0311458 | Time: 9472.22 ms
[2021-11-20 19:56:36 main:581] : INFO : Epoch 1636 | loss: 0.0311226 | val_loss: 0.0311418 | Time: 9479.38 ms
[2021-11-20 19:56:46 main:581] : INFO : Epoch 1637 | loss: 0.0311186 | val_loss: 0.0311464 | Time: 9454.03 ms
[2021-11-20 19:56:55 main:581] : INFO : Epoch 1638 | loss: 0.0311202 | val_loss: 0.0311471 | Time: 9484.42 ms
[2021-11-20 19:57:05 main:581] : INFO : Epoch 1639 | loss: 0.0311183 | val_loss: 0.0311435 | Time: 9509.92 ms
[2021-11-20 19:57:14 main:581] : INFO : Epoch 1640 | loss: 0.0311194 | val_loss: 0.0311548 | Time: 9467.2 ms
[2021-11-20 19:57:24 main:581] : INFO : Epoch 1641 | loss: 0.0311197 | val_loss: 0.0311522 | Time: 9457.82 ms
[2021-11-20 19:57:33 main:581] : INFO : Epoch 1642 | loss: 0.0311202 | val_loss: 0.0311488 | Time: 9512.32 ms
[2021-11-20 19:57:43 main:581] : INFO : Epoch 1643 | loss: 0.0311181 | val_loss: 0.0311459 | Time: 9480.63 ms
[2021-11-20 19:57:52 main:581] : INFO : Epoch 1644 | loss: 0.0311185 | val_loss: 0.0311549 | Time: 9463.61 ms
[2021-11-20 19:58:02 main:581] : INFO : Epoch 1645 | loss: 0.0311213 | val_loss: 0.0311478 | Time: 9493.64 ms
[2021-11-20 19:58:11 main:581] : INFO : Epoch 1646 | loss: 0.0311186 | val_loss: 0.0311485 | Time: 9479.27 ms
[2021-11-20 19:58:21 main:581] : INFO : Epoch 1647 | loss: 0.0311166 | val_loss: 0.0311499 | Time: 9487.36 ms
[2021-11-20 19:58:30 main:581] : INFO : Epoch 1648 | loss: 0.031116 | val_loss: 0.031155 | Time: 9470.93 ms
[2021-11-20 19:58:39 main:581] : INFO : Epoch 1649 | loss: 0.0311165 | val_loss: 0.0311446 | Time: 9465.38 ms
[2021-11-20 19:58:49 main:581] : INFO : Epoch 1650 | loss: 0.0311154 | val_loss: 0.0311443 | Time: 9470.99 ms
[2021-11-20 19:58:58 main:581] : INFO : Epoch 1651 | loss: 0.0311173 | val_loss: 0.0311518 | Time: 9484.11 ms
[2021-11-20 19:59:08 main:581] : INFO : Epoch 1652 | loss: 0.0311229 | val_loss: 0.0311555 | Time: 9517.47 ms
[2021-11-20 19:59:17 main:581] : INFO : Epoch 1653 | loss: 0.0311173 | val_loss: 0.0311465 | Time: 9508.2 ms
[2021-11-20 19:59:27 main:581] : INFO : Epoch 1654 | loss: 0.0311192 | val_loss: 0.0311494 | Time: 9483.2 ms
[2021-11-20 19:59:36 main:581] : INFO : Epoch 1655 | loss: 0.0311204 | val_loss: 0.0311472 | Time: 9447.91 ms
[2021-11-20 19:59:46 main:581] : INFO : Epoch 1656 | loss: 0.0311193 | val_loss: 0.0311517 | Time: 9469.07 ms
[2021-11-20 19:59:55 main:581] : INFO : Epoch 1657 | loss: 0.0311193 | val_loss: 0.0311508 | Time: 9522.87 ms
[2021-11-20 20:00:05 main:581] : INFO : Epoch 1658 | loss: 0.0311189 | val_loss: 0.0311483 | Time: 9499.25 ms
[2021-11-20 20:00:14 main:581] : INFO : Epoch 1659 | loss: 0.0311164 | val_loss: 0.0311559 | Time: 9473.38 ms
[2021-11-20 20:00:24 main:581] : INFO : Epoch 1660 | loss: 0.0311176 | val_loss: 0.031148 | Time: 9485.24 ms
[2021-11-20 20:00:33 main:581] : INFO : Epoch 1661 | loss: 0.0311167 | val_loss: 0.031149 | Time: 9499.85 ms
[2021-11-20 20:00:43 main:581] : INFO : Epoch 1662 | loss: 0.0311221 | val_loss: 0.0311428 | Time: 9452.31 ms
[2021-11-20 20:00:52 main:581] : INFO : Epoch 1663 | loss: 0.0311182 | val_loss: 0.0311481 | Time: 9497.1 ms
[2021-11-20 20:01:02 main:581] : INFO : Epoch 1664 | loss: 0.0311164 | val_loss: 0.0311618 | Time: 9498.66 ms
[2021-11-20 20:01:11 main:581] : INFO : Epoch 1665 | loss: 0.0311183 | val_loss: 0.0311481 | Time: 9443.56 ms
[2021-11-20 20:01:21 main:581] : INFO : Epoch 1666 | loss: 0.0311172 | val_loss: 0.0311446 | Time: 9482.41 ms
[2021-11-20 20:01:30 main:581] : INFO : Epoch 1667 | loss: 0.0311163 | val_loss: 0.0311518 | Time: 9487.11 ms
[2021-11-20 20:01:40 main:581] : INFO : Epoch 1668 | loss: 0.0311165 | val_loss: 0.0311524 | Time: 9478.17 ms
[2021-11-20 20:01:49 main:581] : INFO : Epoch 1669 | loss: 0.031119 | val_loss: 0.0311487 | Time: 9462.93 ms
[2021-11-20 20:01:59 main:581] : INFO : Epoch 1670 | loss: 0.0311157 | val_loss: 0.0311518 | Time: 9469.03 ms
[2021-11-20 20:02:08 main:581] : INFO : Epoch 1671 | loss: 0.0311139 | val_loss: 0.0311507 | Time: 9505.75 ms
[2021-11-20 20:02:18 main:581] : INFO : Epoch 1672 | loss: 0.0311147 | val_loss: 0.0311545 | Time: 9484.91 ms
[2021-11-20 20:02:27 main:581] : INFO : Epoch 1673 | loss: 0.0311204 | val_loss: 0.0311555 | Time: 9492.23 ms
[2021-11-20 20:02:37 main:581] : INFO : Epoch 1674 | loss: 0.0311312 | val_loss: 0.0311489 | Time: 9507.88 ms
[2021-11-20 20:02:46 main:581] : INFO : Epoch 1675 | loss: 0.031134 | val_loss: 0.0311443 | Time: 9505.6 ms
[2021-11-20 20:02:56 main:581] : INFO : Epoch 1676 | loss: 0.0311309 | val_loss: 0.0311435 | Time: 9453.88 ms
[2021-11-20 20:03:05 main:581] : INFO : Epoch 1677 | loss: 0.0311254 | val_loss: 0.0311439 | Time: 9495.21 ms
[2021-11-20 20:03:15 main:581] : INFO : Epoch 1678 | loss: 0.0311203 | val_loss: 0.0311492 | Time: 9463.91 ms
[2021-11-20 20:03:24 main:581] : INFO : Epoch 1679 | loss: 0.0311182 | val_loss: 0.0311481 | Time: 9447.1 ms
[2021-11-20 20:03:33 main:581] : INFO : Epoch 1680 | loss: 0.0311264 | val_loss: 0.0311604 | Time: 9479.65 ms
[2021-11-20 20:03:43 main:581] : INFO : Epoch 1681 | loss: 0.0311213 | val_loss: 0.0311489 | Time: 9506.2 ms
[2021-11-20 20:03:52 main:581] : INFO : Epoch 1682 | loss: 0.0311196 | val_loss: 0.031145 | Time: 9472.18 ms
[2021-11-20 20:04:02 main:581] : INFO : Epoch 1683 | loss: 0.0311164 | val_loss: 0.0311512 | Time: 9507.19 ms
[2021-11-20 20:04:11 main:581] : INFO : Epoch 1684 | loss: 0.0311215 | val_loss: 0.0311472 | Time: 9493.44 ms
[2021-11-20 20:04:21 main:581] : INFO : Epoch 1685 | loss: 0.0311165 | val_loss: 0.0311482 | Time: 9464.86 ms
[2021-11-20 20:04:30 main:581] : INFO : Epoch 1686 | loss: 0.0311163 | val_loss: 0.0311488 | Time: 9478.11 ms
[2021-11-20 20:04:40 main:581] : INFO : Epoch 1687 | loss: 0.031121 | val_loss: 0.0311612 | Time: 9504.35 ms
[2021-11-20 20:04:49 main:581] : INFO : Epoch 1688 | loss: 0.0311183 | val_loss: 0.0311495 | Time: 9466.56 ms
[2021-11-20 20:04:59 main:581] : INFO : Epoch 1689 | loss: 0.0311142 | val_loss: 0.0311474 | Time: 9476.56 ms
[2021-11-20 20:05:08 main:581] : INFO : Epoch 1690 | loss: 0.0311153 | val_loss: 0.0311531 | Time: 9487.52 ms
[2021-11-20 20:05:18 main:581] : INFO : Epoch 1691 | loss: 0.031115 | val_loss: 0.0311529 | Time: 9456.74 ms
[2021-11-20 20:05:27 main:581] : INFO : Epoch 1692 | loss: 0.0311149 | val_loss: 0.0311542 | Time: 9457.41 ms
[2021-11-20 20:05:37 main:581] : INFO : Epoch 1693 | loss: 0.0311144 | val_loss: 0.0311549 | Time: 9500.1 ms
[2021-11-20 20:05:46 main:581] : INFO : Epoch 1694 | loss: 0.0311162 | val_loss: 0.0311532 | Time: 9471.6 ms
[2021-11-20 20:05:56 main:581] : INFO : Epoch 1695 | loss: 0.0311171 | val_loss: 0.0311512 | Time: 9499.24 ms
[2021-11-20 20:06:05 main:581] : INFO : Epoch 1696 | loss: 0.0311172 | val_loss: 0.0311498 | Time: 9502.54 ms
[2021-11-20 20:06:15 main:581] : INFO : Epoch 1697 | loss: 0.0311139 | val_loss: 0.0311488 | Time: 9450.88 ms
[2021-11-20 20:06:24 main:581] : INFO : Epoch 1698 | loss: 0.0311152 | val_loss: 0.0311454 | Time: 9491.2 ms
[2021-11-20 20:06:34 main:581] : INFO : Epoch 1699 | loss: 0.0311138 | val_loss: 0.0311463 | Time: 9465.85 ms
[2021-11-20 20:06:43 main:581] : INFO : Epoch 1700 | loss: 0.0311154 | val_loss: 0.0311603 | Time: 9501.88 ms
[2021-11-20 20:06:53 main:581] : INFO : Epoch 1701 | loss: 0.0311183 | val_loss: 0.0311514 | Time: 9472.42 ms
[2021-11-20 20:07:02 main:581] : INFO : Epoch 1702 | loss: 0.0311158 | val_loss: 0.0311472 | Time: 9506.09 ms
[2021-11-20 20:07:12 main:581] : INFO : Epoch 1703 | loss: 0.0311153 | val_loss: 0.0311508 | Time: 9498.85 ms
[2021-11-20 20:07:21 main:581] : INFO : Epoch 1704 | loss: 0.0311181 | val_loss: 0.0311601 | Time: 9476.74 ms
[2021-11-20 20:07:31 main:581] : INFO : Epoch 1705 | loss: 0.0311203 | val_loss: 0.0311557 | Time: 9490.62 ms
[2021-11-20 20:07:40 main:581] : INFO : Epoch 1706 | loss: 0.0311161 | val_loss: 0.0311511 | Time: 9454.88 ms
[2021-11-20 20:07:50 main:581] : INFO : Epoch 1707 | loss: 0.0311126 | val_loss: 0.0311483 | Time: 9482.53 ms
[2021-11-20 20:07:59 main:581] : INFO : Epoch 1708 | loss: 0.0311109 | val_loss: 0.0311475 | Time: 9468.99 ms
[2021-11-20 20:08:09 main:581] : INFO : Epoch 1709 | loss: 0.0311125 | val_loss: 0.0311502 | Time: 9496.12 ms
[2021-11-20 20:08:18 main:581] : INFO : Epoch 1710 | loss: 0.0311144 | val_loss: 0.0311467 | Time: 9499.43 ms
[2021-11-20 20:08:28 main:581] : INFO : Epoch 1711 | loss: 0.0311175 | val_loss: 0.0311501 | Time: 9489.8 ms
[2021-11-20 20:08:37 main:581] : INFO : Epoch 1712 | loss: 0.0311139 | val_loss: 0.0311493 | Time: 9486.36 ms
[2021-11-20 20:08:46 main:581] : INFO : Epoch 1713 | loss: 0.0311143 | val_loss: 0.0311556 | Time: 9472.27 ms
[2021-11-20 20:08:56 main:581] : INFO : Epoch 1714 | loss: 0.0311136 | val_loss: 0.0311612 | Time: 9500.49 ms
[2021-11-20 20:09:06 main:581] : INFO : Epoch 1715 | loss: 0.0311189 | val_loss: 0.031152 | Time: 9517.09 ms
[2021-11-20 20:09:15 main:581] : INFO : Epoch 1716 | loss: 0.0311117 | val_loss: 0.0311468 | Time: 9509.14 ms
[2021-11-20 20:09:25 main:581] : INFO : Epoch 1717 | loss: 0.03111 | val_loss: 0.0311591 | Time: 9484.02 ms
[2021-11-20 20:09:34 main:581] : INFO : Epoch 1718 | loss: 0.031112 | val_loss: 0.0311541 | Time: 9451.8 ms
[2021-11-20 20:09:43 main:581] : INFO : Epoch 1719 | loss: 0.0311166 | val_loss: 0.031158 | Time: 9495.91 ms
[2021-11-20 20:09:53 main:581] : INFO : Epoch 1720 | loss: 0.031115 | val_loss: 0.031154 | Time: 9476.91 ms
[2021-11-20 20:10:02 main:581] : INFO : Epoch 1721 | loss: 0.0311112 | val_loss: 0.031152 | Time: 9483.31 ms
[2021-11-20 20:10:12 main:581] : INFO : Epoch 1722 | loss: 0.0311911 | val_loss: 0.0313536 | Time: 9482.62 ms
[2021-11-20 20:10:21 main:581] : INFO : Epoch 1723 | loss: 0.0481973 | val_loss: 0.0394745 | Time: 9488.27 ms
[2021-11-20 20:10:31 main:581] : INFO : Epoch 1724 | loss: 0.033367 | val_loss: 0.0323161 | Time: 9486.32 ms
[2021-11-20 20:10:40 main:581] : INFO : Epoch 1725 | loss: 0.0317002 | val_loss: 0.0314324 | Time: 9462.56 ms
[2021-11-20 20:10:50 main:581] : INFO : Epoch 1726 | loss: 0.0313013 | val_loss: 0.0312629 | Time: 9487.19 ms
[2021-11-20 20:10:59 main:581] : INFO : Epoch 1727 | loss: 0.0312575 | val_loss: 0.0312532 | Time: 9472.71 ms
[2021-11-20 20:11:09 main:581] : INFO : Epoch 1728 | loss: 0.0312523 | val_loss: 0.0312522 | Time: 9488.82 ms
[2021-11-20 20:11:18 main:581] : INFO : Epoch 1729 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 9459.07 ms
[2021-11-20 20:11:28 main:581] : INFO : Epoch 1730 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 9476.13 ms
[2021-11-20 20:11:37 main:581] : INFO : Epoch 1731 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 9493.44 ms
[2021-11-20 20:11:47 main:581] : INFO : Epoch 1732 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 9468.26 ms
[2021-11-20 20:11:56 main:581] : INFO : Epoch 1733 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 9468.48 ms
[2021-11-20 20:12:06 main:581] : INFO : Epoch 1734 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 9518.61 ms
[2021-11-20 20:12:15 main:581] : INFO : Epoch 1735 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 9475.84 ms
[2021-11-20 20:12:25 main:581] : INFO : Epoch 1736 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 9470.49 ms
[2021-11-20 20:12:34 main:581] : INFO : Epoch 1737 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 9497.35 ms
[2021-11-20 20:12:44 main:581] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 9464.05 ms
[2021-11-20 20:12:53 main:581] : INFO : Epoch 1739 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 9462.78 ms
[2021-11-20 20:13:03 main:581] : INFO : Epoch 1740 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 9492.47 ms
[2021-11-20 20:13:12 main:581] : INFO : Epoch 1741 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 9486.36 ms
[2021-11-20 20:13:22 main:581] : INFO : Epoch 1742 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 9474.49 ms
[2021-11-20 20:13:31 main:581] : INFO : Epoch 1743 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 9461.02 ms
[2021-11-20 20:13:41 main:581] : INFO : Epoch 1744 | loss: 0.0312441 | val_loss: 0.031243 | Time: 9506.21 ms
[2021-11-20 20:13:50 main:581] : INFO : Epoch 1745 | loss: 0.0312415 | val_loss: 0.0312409 | Time: 9463.9 ms
[2021-11-20 20:13:59 main:581] : INFO : Epoch 1746 | loss: 0.0312391 | val_loss: 0.0312394 | Time: 9495.16 ms
[2021-11-20 20:14:09 main:581] : INFO : Epoch 1747 | loss: 0.031237 | val_loss: 0.0312368 | Time: 9524.85 ms
[2021-11-20 20:14:18 main:581] : INFO : Epoch 1748 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 9479.71 ms
[2021-11-20 20:14:28 main:581] : INFO : Epoch 1749 | loss: 0.0312332 | val_loss: 0.031233 | Time: 9470.71 ms
[2021-11-20 20:14:37 main:581] : INFO : Epoch 1750 | loss: 0.0312305 | val_loss: 0.0312293 | Time: 9469.68 ms
[2021-11-20 20:14:47 main:581] : INFO : Epoch 1751 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 9472.09 ms
[2021-11-20 20:14:56 main:581] : INFO : Epoch 1752 | loss: 0.0312249 | val_loss: 0.031224 | Time: 9499.78 ms
[2021-11-20 20:15:06 main:581] : INFO : Epoch 1753 | loss: 0.0312213 | val_loss: 0.0312186 | Time: 9508.05 ms
[2021-11-20 20:15:15 main:581] : INFO : Epoch 1754 | loss: 0.0312169 | val_loss: 0.0312154 | Time: 9488.58 ms
[2021-11-20 20:15:25 main:581] : INFO : Epoch 1755 | loss: 0.0312135 | val_loss: 0.0312118 | Time: 9503.69 ms
[2021-11-20 20:15:34 main:581] : INFO : Epoch 1756 | loss: 0.0312054 | val_loss: 0.0312016 | Time: 9478.94 ms
[2021-11-20 20:15:44 main:581] : INFO : Epoch 1757 | loss: 0.0311991 | val_loss: 0.0311996 | Time: 9504.32 ms
[2021-11-20 20:15:53 main:581] : INFO : Epoch 1758 | loss: 0.0311941 | val_loss: 0.0311922 | Time: 9482.72 ms
[2021-11-20 20:16:03 main:581] : INFO : Epoch 1759 | loss: 0.0311889 | val_loss: 0.0311895 | Time: 9492.67 ms
[2021-11-20 20:16:12 main:581] : INFO : Epoch 1760 | loss: 0.0311865 | val_loss: 0.0311859 | Time: 9474.79 ms
[2021-11-20 20:16:22 main:581] : INFO : Epoch 1761 | loss: 0.0311842 | val_loss: 0.0311837 | Time: 9493.28 ms
[2021-11-20 20:16:31 main:581] : INFO : Epoch 1762 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 9486.12 ms
[2021-11-20 20:16:41 main:581] : INFO : Epoch 1763 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 9462.8 ms
[2021-11-20 20:16:50 main:581] : INFO : Epoch 1764 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 9510.5 ms
[2021-11-20 20:17:00 main:581] : INFO : Epoch 1765 | loss: 0.0311768 | val_loss: 0.0311775 | Time: 9496.6 ms
[2021-11-20 20:17:09 main:581] : INFO : Epoch 1766 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 9510.67 ms
[2021-11-20 20:17:19 main:581] : INFO : Epoch 1767 | loss: 0.0311694 | val_loss: 0.0311726 | Time: 9503.34 ms
[2021-11-20 20:17:28 main:581] : INFO : Epoch 1768 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 9489.13 ms
[2021-11-20 20:17:38 main:581] : INFO : Epoch 1769 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 9476.23 ms
[2021-11-20 20:17:47 main:581] : INFO : Epoch 1770 | loss: 0.0311666 | val_loss: 0.0311757 | Time: 9457.2 ms
[2021-11-20 20:17:57 main:581] : INFO : Epoch 1771 | loss: 0.0311664 | val_loss: 0.0311697 | Time: 9494.63 ms
[2021-11-20 20:18:06 main:581] : INFO : Epoch 1772 | loss: 0.0311639 | val_loss: 0.0311679 | Time: 9513.18 ms
[2021-11-20 20:18:16 main:581] : INFO : Epoch 1773 | loss: 0.031165 | val_loss: 0.0311722 | Time: 9484.4 ms
[2021-11-20 20:18:25 main:581] : INFO : Epoch 1774 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 9477.19 ms
[2021-11-20 20:18:35 main:581] : INFO : Epoch 1775 | loss: 0.0311644 | val_loss: 0.031169 | Time: 9463.97 ms
[2021-11-20 20:18:44 main:581] : INFO : Epoch 1776 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 9457.47 ms
[2021-11-20 20:18:54 main:581] : INFO : Epoch 1777 | loss: 0.0311591 | val_loss: 0.0311646 | Time: 9502.6 ms
[2021-11-20 20:19:03 main:581] : INFO : Epoch 1778 | loss: 0.0311551 | val_loss: 0.0311657 | Time: 9527.55 ms
[2021-11-20 20:19:13 main:581] : INFO : Epoch 1779 | loss: 0.0311534 | val_loss: 0.0311659 | Time: 9487.9 ms
[2021-11-20 20:19:22 main:581] : INFO : Epoch 1780 | loss: 0.0311523 | val_loss: 0.031167 | Time: 9461.2 ms
[2021-11-20 20:19:32 main:581] : INFO : Epoch 1781 | loss: 0.0311555 | val_loss: 0.0311638 | Time: 9444.13 ms
[2021-11-20 20:19:41 main:581] : INFO : Epoch 1782 | loss: 0.0311537 | val_loss: 0.0311654 | Time: 9474.48 ms
[2021-11-20 20:19:51 main:581] : INFO : Epoch 1783 | loss: 0.0311515 | val_loss: 0.0311655 | Time: 9491.66 ms
[2021-11-20 20:20:00 main:581] : INFO : Epoch 1784 | loss: 0.0311533 | val_loss: 0.0311604 | Time: 9457.6 ms
[2021-11-20 20:20:10 main:581] : INFO : Epoch 1785 | loss: 0.0311545 | val_loss: 0.0311604 | Time: 9500.19 ms
[2021-11-20 20:20:19 main:581] : INFO : Epoch 1786 | loss: 0.0311529 | val_loss: 0.0311623 | Time: 9478.41 ms
[2021-11-20 20:20:28 main:581] : INFO : Epoch 1787 | loss: 0.0311514 | val_loss: 0.0311593 | Time: 9457.68 ms
[2021-11-20 20:20:38 main:581] : INFO : Epoch 1788 | loss: 0.031148 | val_loss: 0.0311582 | Time: 9475.17 ms
[2021-11-20 20:20:47 main:581] : INFO : Epoch 1789 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 9489.16 ms
[2021-11-20 20:20:57 main:581] : INFO : Epoch 1790 | loss: 0.0311448 | val_loss: 0.031157 | Time: 9457.01 ms
[2021-11-20 20:21:06 main:581] : INFO : Epoch 1791 | loss: 0.0311448 | val_loss: 0.0311581 | Time: 9493.35 ms
[2021-11-20 20:21:16 main:581] : INFO : Epoch 1792 | loss: 0.0311451 | val_loss: 0.0311574 | Time: 9484.26 ms
[2021-11-20 20:21:25 main:581] : INFO : Epoch 1793 | loss: 0.0311429 | val_loss: 0.031157 | Time: 9457.23 ms
[2021-11-20 20:21:35 main:581] : INFO : Epoch 1794 | loss: 0.0311431 | val_loss: 0.0311573 | Time: 9492.56 ms
[2021-11-20 20:21:44 main:581] : INFO : Epoch 1795 | loss: 0.0311448 | val_loss: 0.0311591 | Time: 9463.08 ms
[2021-11-20 20:21:54 main:581] : INFO : Epoch 1796 | loss: 0.0311434 | val_loss: 0.0311596 | Time: 9466.71 ms
[2021-11-20 20:22:03 main:581] : INFO : Epoch 1797 | loss: 0.0311426 | val_loss: 0.0311606 | Time: 9506.96 ms
[2021-11-20 20:22:13 main:581] : INFO : Epoch 1798 | loss: 0.0311446 | val_loss: 0.0311611 | Time: 9481.76 ms
[2021-11-20 20:22:22 main:581] : INFO : Epoch 1799 | loss: 0.0311416 | val_loss: 0.0311595 | Time: 9513.76 ms
[2021-11-20 20:22:32 main:581] : INFO : Epoch 1800 | loss: 0.0311421 | val_loss: 0.0311567 | Time: 9475.12 ms
[2021-11-20 20:22:41 main:581] : INFO : Epoch 1801 | loss: 0.0311442 | val_loss: 0.0311615 | Time: 9479.67 ms
[2021-11-20 20:22:51 main:581] : INFO : Epoch 1802 | loss: 0.0311439 | val_loss: 0.0311571 | Time: 9449.27 ms
[2021-11-20 20:23:00 main:581] : INFO : Epoch 1803 | loss: 0.0311429 | val_loss: 0.0311572 | Time: 9506.15 ms
[2021-11-20 20:23:10 main:581] : INFO : Epoch 1804 | loss: 0.0311445 | val_loss: 0.0311589 | Time: 9482.26 ms
[2021-11-20 20:23:19 main:581] : INFO : Epoch 1805 | loss: 0.0311415 | val_loss: 0.0311561 | Time: 9474.2 ms
[2021-11-20 20:23:29 main:581] : INFO : Epoch 1806 | loss: 0.0311399 | val_loss: 0.0311578 | Time: 9475.8 ms
[2021-11-20 20:23:38 main:581] : INFO : Epoch 1807 | loss: 0.0311421 | val_loss: 0.0311565 | Time: 9475.28 ms
[2021-11-20 20:23:48 main:581] : INFO : Epoch 1808 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 9509.21 ms
[2021-11-20 20:23:57 main:581] : INFO : Epoch 1809 | loss: 0.0311419 | val_loss: 0.0311573 | Time: 9468.32 ms
[2021-11-20 20:24:07 main:581] : INFO : Epoch 1810 | loss: 0.0311419 | val_loss: 0.0311567 | Time: 9520.2 ms
[2021-11-20 20:24:16 main:581] : INFO : Epoch 1811 | loss: 0.0311439 | val_loss: 0.0311577 | Time: 9487.96 ms
[2021-11-20 20:24:26 main:581] : INFO : Epoch 1812 | loss: 0.0311405 | val_loss: 0.0311583 | Time: 9479.09 ms
[2021-11-20 20:24:35 main:581] : INFO : Epoch 1813 | loss: 0.03114 | val_loss: 0.0311555 | Time: 9460.49 ms
[2021-11-20 20:24:45 main:581] : INFO : Epoch 1814 | loss: 0.0311412 | val_loss: 0.031157 | Time: 9501.67 ms
[2021-11-20 20:24:54 main:581] : INFO : Epoch 1815 | loss: 0.0311393 | val_loss: 0.0311567 | Time: 9519.85 ms
[2021-11-20 20:25:04 main:581] : INFO : Epoch 1816 | loss: 0.0311403 | val_loss: 0.0311574 | Time: 9487.86 ms
[2021-11-20 20:25:13 main:581] : INFO : Epoch 1817 | loss: 0.0311416 | val_loss: 0.0311615 | Time: 9456.1 ms
[2021-11-20 20:25:22 main:581] : INFO : Epoch 1818 | loss: 0.0311402 | val_loss: 0.0311598 | Time: 9485.95 ms
[2021-11-20 20:25:32 main:581] : INFO : Epoch 1819 | loss: 0.031144 | val_loss: 0.0311563 | Time: 9497.71 ms
[2021-11-20 20:25:41 main:581] : INFO : Epoch 1820 | loss: 0.0311396 | val_loss: 0.0311649 | Time: 9463.64 ms
[2021-11-20 20:25:51 main:581] : INFO : Epoch 1821 | loss: 0.031139 | val_loss: 0.031156 | Time: 9520.51 ms
[2021-11-20 20:26:00 main:581] : INFO : Epoch 1822 | loss: 0.0311393 | val_loss: 0.0311593 | Time: 9485.31 ms
[2021-11-20 20:26:10 main:581] : INFO : Epoch 1823 | loss: 0.0311401 | val_loss: 0.031154 | Time: 9473.09 ms
[2021-11-20 20:26:19 main:581] : INFO : Epoch 1824 | loss: 0.03114 | val_loss: 0.0311571 | Time: 9472.1 ms
[2021-11-20 20:26:29 main:581] : INFO : Epoch 1825 | loss: 0.0311401 | val_loss: 0.0311545 | Time: 9494.4 ms
[2021-11-20 20:26:38 main:581] : INFO : Epoch 1826 | loss: 0.0311415 | val_loss: 0.0311538 | Time: 9462.35 ms
[2021-11-20 20:26:48 main:581] : INFO : Epoch 1827 | loss: 0.0311381 | val_loss: 0.0311545 | Time: 9461.54 ms
[2021-11-20 20:26:57 main:581] : INFO : Epoch 1828 | loss: 0.0311377 | val_loss: 0.0311526 | Time: 9499.45 ms
[2021-11-20 20:27:07 main:581] : INFO : Epoch 1829 | loss: 0.0311359 | val_loss: 0.0311512 | Time: 9502.48 ms
[2021-11-20 20:27:16 main:581] : INFO : Epoch 1830 | loss: 0.0311367 | val_loss: 0.0311538 | Time: 9478.98 ms
[2021-11-20 20:27:26 main:581] : INFO : Epoch 1831 | loss: 0.0311408 | val_loss: 0.0311534 | Time: 9473.59 ms
[2021-11-20 20:27:35 main:581] : INFO : Epoch 1832 | loss: 0.0311356 | val_loss: 0.0311528 | Time: 9470.71 ms
[2021-11-20 20:27:45 main:581] : INFO : Epoch 1833 | loss: 0.0311363 | val_loss: 0.0311554 | Time: 9451.62 ms
[2021-11-20 20:27:54 main:581] : INFO : Epoch 1834 | loss: 0.0311403 | val_loss: 0.0311574 | Time: 9503.4 ms
[2021-11-20 20:28:04 main:581] : INFO : Epoch 1835 | loss: 0.0311363 | val_loss: 0.0311553 | Time: 9523.48 ms
[2021-11-20 20:28:13 main:581] : INFO : Epoch 1836 | loss: 0.0311364 | val_loss: 0.0311557 | Time: 9499.7 ms
[2021-11-20 20:28:23 main:581] : INFO : Epoch 1837 | loss: 0.0311362 | val_loss: 0.0311557 | Time: 9463.45 ms
[2021-11-20 20:28:32 main:581] : INFO : Epoch 1838 | loss: 0.0311354 | val_loss: 0.0311534 | Time: 9435.57 ms
[2021-11-20 20:28:42 main:581] : INFO : Epoch 1839 | loss: 0.0311352 | val_loss: 0.0311513 | Time: 9489.68 ms
[2021-11-20 20:28:51 main:581] : INFO : Epoch 1840 | loss: 0.0311385 | val_loss: 0.0311771 | Time: 9497.97 ms
[2021-11-20 20:29:01 main:581] : INFO : Epoch 1841 | loss: 0.0311437 | val_loss: 0.031153 | Time: 9511.91 ms
[2021-11-20 20:29:10 main:581] : INFO : Epoch 1842 | loss: 0.0311338 | val_loss: 0.0311602 | Time: 9498.35 ms
[2021-11-20 20:29:20 main:581] : INFO : Epoch 1843 | loss: 0.0311379 | val_loss: 0.0311707 | Time: 9460.49 ms
[2021-11-20 20:29:29 main:581] : INFO : Epoch 1844 | loss: 0.031143 | val_loss: 0.0311557 | Time: 9446.01 ms
[2021-11-20 20:29:39 main:581] : INFO : Epoch 1845 | loss: 0.0311407 | val_loss: 0.0311582 | Time: 9493.12 ms
[2021-11-20 20:29:48 main:581] : INFO : Epoch 1846 | loss: 0.0311384 | val_loss: 0.0311529 | Time: 9482.25 ms
[2021-11-20 20:29:57 main:581] : INFO : Epoch 1847 | loss: 0.0311339 | val_loss: 0.0311569 | Time: 9430.77 ms
[2021-11-20 20:30:07 main:581] : INFO : Epoch 1848 | loss: 0.0311345 | val_loss: 0.0311606 | Time: 9517.58 ms
[2021-11-20 20:30:17 main:581] : INFO : Epoch 1849 | loss: 0.031134 | val_loss: 0.0311552 | Time: 9494.92 ms
[2021-11-20 20:30:26 main:581] : INFO : Epoch 1850 | loss: 0.031135 | val_loss: 0.0311546 | Time: 9476.19 ms
[2021-11-20 20:30:35 main:581] : INFO : Epoch 1851 | loss: 0.0311369 | val_loss: 0.0311587 | Time: 9471.49 ms
[2021-11-20 20:30:45 main:581] : INFO : Epoch 1852 | loss: 0.0311343 | val_loss: 0.0311559 | Time: 9510.5 ms
[2021-11-20 20:30:54 main:581] : INFO : Epoch 1853 | loss: 0.0311339 | val_loss: 0.0311539 | Time: 9458.06 ms
[2021-11-20 20:31:04 main:581] : INFO : Epoch 1854 | loss: 0.0311325 | val_loss: 0.0311545 | Time: 9496.99 ms
[2021-11-20 20:31:13 main:581] : INFO : Epoch 1855 | loss: 0.031134 | val_loss: 0.0311558 | Time: 9503.51 ms
[2021-11-20 20:31:23 main:581] : INFO : Epoch 1856 | loss: 0.0311346 | val_loss: 0.0311549 | Time: 9477.25 ms
[2021-11-20 20:31:32 main:581] : INFO : Epoch 1857 | loss: 0.0311368 | val_loss: 0.0311701 | Time: 9479.15 ms
[2021-11-20 20:31:42 main:581] : INFO : Epoch 1858 | loss: 0.0311371 | val_loss: 0.0311625 | Time: 9496.63 ms
[2021-11-20 20:31:51 main:581] : INFO : Epoch 1859 | loss: 0.0311354 | val_loss: 0.0311546 | Time: 9482.35 ms
[2021-11-20 20:32:01 main:581] : INFO : Epoch 1860 | loss: 0.0311358 | val_loss: 0.0311618 | Time: 9513.85 ms
[2021-11-20 20:32:10 main:581] : INFO : Epoch 1861 | loss: 0.0311332 | val_loss: 0.0311567 | Time: 9475.19 ms
[2021-11-20 20:32:20 main:581] : INFO : Epoch 1862 | loss: 0.0311323 | val_loss: 0.0311563 | Time: 9493.03 ms
[2021-11-20 20:32:29 main:581] : INFO : Epoch 1863 | loss: 0.0311336 | val_loss: 0.0311646 | Time: 9481.49 ms
[2021-11-20 20:32:39 main:581] : INFO : Epoch 1864 | loss: 0.0311358 | val_loss: 0.0311803 | Time: 9484.02 ms
[2021-11-20 20:32:48 main:581] : INFO : Epoch 1865 | loss: 0.031139 | val_loss: 0.031163 | Time: 9478.26 ms
[2021-11-20 20:32:58 main:581] : INFO : Epoch 1866 | loss: 0.0311419 | val_loss: 0.0311572 | Time: 9493.65 ms
[2021-11-20 20:33:07 main:581] : INFO : Epoch 1867 | loss: 0.031137 | val_loss: 0.0311516 | Time: 9501.35 ms
[2021-11-20 20:33:17 main:581] : INFO : Epoch 1868 | loss: 0.0311372 | val_loss: 0.0311564 | Time: 9465.1 ms
[2021-11-20 20:33:26 main:581] : INFO : Epoch 1869 | loss: 0.0311425 | val_loss: 0.0311575 | Time: 9477.94 ms
[2021-11-20 20:33:36 main:581] : INFO : Epoch 1870 | loss: 0.0311381 | val_loss: 0.0311543 | Time: 9473.06 ms
[2021-11-20 20:33:45 main:581] : INFO : Epoch 1871 | loss: 0.0311402 | val_loss: 0.0311519 | Time: 9496.33 ms
[2021-11-20 20:33:55 main:581] : INFO : Epoch 1872 | loss: 0.0311346 | val_loss: 0.0311528 | Time: 9452.29 ms
[2021-11-20 20:34:04 main:581] : INFO : Epoch 1873 | loss: 0.0311329 | val_loss: 0.0311542 | Time: 9518.73 ms
[2021-11-20 20:34:14 main:581] : INFO : Epoch 1874 | loss: 0.0311349 | val_loss: 0.0311587 | Time: 9459.05 ms
[2021-11-20 20:34:23 main:581] : INFO : Epoch 1875 | loss: 0.0311348 | val_loss: 0.0311551 | Time: 9465.72 ms
[2021-11-20 20:34:33 main:581] : INFO : Epoch 1876 | loss: 0.0311377 | val_loss: 0.0311631 | Time: 9497.54 ms
[2021-11-20 20:34:42 main:581] : INFO : Epoch 1877 | loss: 0.0311408 | val_loss: 0.0311526 | Time: 9468.04 ms
[2021-11-20 20:34:52 main:581] : INFO : Epoch 1878 | loss: 0.0311355 | val_loss: 0.0311552 | Time: 9487.18 ms
[2021-11-20 20:35:01 main:581] : INFO : Epoch 1879 | loss: 0.0311368 | val_loss: 0.0311515 | Time: 9487.95 ms
[2021-11-20 20:35:11 main:581] : INFO : Epoch 1880 | loss: 0.0311394 | val_loss: 0.0311545 | Time: 9466.14 ms
[2021-11-20 20:35:20 main:581] : INFO : Epoch 1881 | loss: 0.0311368 | val_loss: 0.0311551 | Time: 9465.72 ms
[2021-11-20 20:35:30 main:581] : INFO : Epoch 1882 | loss: 0.0311362 | val_loss: 0.0311576 | Time: 9484.91 ms
[2021-11-20 20:35:39 main:581] : INFO : Epoch 1883 | loss: 0.0311349 | val_loss: 0.0311545 | Time: 9502.89 ms
[2021-11-20 20:35:49 main:581] : INFO : Epoch 1884 | loss: 0.0311347 | val_loss: 0.031153 | Time: 9499.79 ms
[2021-11-20 20:35:58 main:581] : INFO : Epoch 1885 | loss: 0.0311365 | val_loss: 0.031158 | Time: 9488.15 ms
[2021-11-20 20:36:07 main:581] : INFO : Epoch 1886 | loss: 0.0311361 | val_loss: 0.0311553 | Time: 9475.42 ms
[2021-11-20 20:36:17 main:581] : INFO : Epoch 1887 | loss: 0.0311367 | val_loss: 0.0311562 | Time: 9477.4 ms
[2021-11-20 20:36:26 main:581] : INFO : Epoch 1888 | loss: 0.031134 | val_loss: 0.0311568 | Time: 9466.84 ms
[2021-11-20 20:36:36 main:581] : INFO : Epoch 1889 | loss: 0.0311333 | val_loss: 0.0311519 | Time: 9450.48 ms
[2021-11-20 20:36:45 main:581] : INFO : Epoch 1890 | loss: 0.0311365 | val_loss: 0.0311515 | Time: 9482.61 ms
[2021-11-20 20:36:55 main:581] : INFO : Epoch 1891 | loss: 0.0311352 | val_loss: 0.0311473 | Time: 9488.91 ms
[2021-11-20 20:37:04 main:581] : INFO : Epoch 1892 | loss: 0.0311464 | val_loss: 0.0312525 | Time: 9475.47 ms
[2021-11-20 20:37:14 main:581] : INFO : Epoch 1893 | loss: 0.0312107 | val_loss: 0.0311936 | Time: 9455.58 ms
[2021-11-20 20:37:23 main:581] : INFO : Epoch 1894 | loss: 0.0311883 | val_loss: 0.0311761 | Time: 9495.29 ms
[2021-11-20 20:37:33 main:581] : INFO : Epoch 1895 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 9466.73 ms
[2021-11-20 20:37:42 main:581] : INFO : Epoch 1896 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 9477.91 ms
[2021-11-20 20:37:52 main:581] : INFO : Epoch 1897 | loss: 0.0311566 | val_loss: 0.031168 | Time: 9465.69 ms
[2021-11-20 20:38:01 main:581] : INFO : Epoch 1898 | loss: 0.0311542 | val_loss: 0.0311658 | Time: 9495.72 ms
[2021-11-20 20:38:11 main:581] : INFO : Epoch 1899 | loss: 0.0311502 | val_loss: 0.0311601 | Time: 9481.43 ms
[2021-11-20 20:38:20 main:581] : INFO : Epoch 1900 | loss: 0.0311491 | val_loss: 0.031168 | Time: 9459.16 ms
[2021-11-20 20:38:30 main:581] : INFO : Epoch 1901 | loss: 0.031151 | val_loss: 0.031161 | Time: 9457.14 ms
[2021-11-20 20:38:39 main:581] : INFO : Epoch 1902 | loss: 0.0311465 | val_loss: 0.0311609 | Time: 9503.27 ms
[2021-11-20 20:38:49 main:581] : INFO : Epoch 1903 | loss: 0.0311436 | val_loss: 0.0311561 | Time: 9497.88 ms
[2021-11-20 20:38:58 main:581] : INFO : Epoch 1904 | loss: 0.0311431 | val_loss: 0.0311577 | Time: 9506.11 ms
[2021-11-20 20:39:08 main:581] : INFO : Epoch 1905 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 9485.24 ms
[2021-11-20 20:39:17 main:581] : INFO : Epoch 1906 | loss: 0.0311408 | val_loss: 0.0311547 | Time: 9481.05 ms
[2021-11-20 20:39:27 main:581] : INFO : Epoch 1907 | loss: 0.0311386 | val_loss: 0.0311606 | Time: 9476.26 ms
[2021-11-20 20:39:36 main:581] : INFO : Epoch 1908 | loss: 0.0311411 | val_loss: 0.0311633 | Time: 9504.62 ms
[2021-11-20 20:39:46 main:581] : INFO : Epoch 1909 | loss: 0.0311401 | val_loss: 0.031158 | Time: 9498.15 ms
[2021-11-20 20:39:55 main:581] : INFO : Epoch 1910 | loss: 0.0311423 | val_loss: 0.031153 | Time: 9469.62 ms
[2021-11-20 20:40:05 main:581] : INFO : Epoch 1911 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 9514.48 ms
[2021-11-20 20:40:14 main:581] : INFO : Epoch 1912 | loss: 0.0311407 | val_loss: 0.0311554 | Time: 9479.17 ms
[2021-11-20 20:40:24 main:581] : INFO : Epoch 1913 | loss: 0.0311392 | val_loss: 0.0311604 | Time: 9487.31 ms
[2021-11-20 20:40:33 main:581] : INFO : Epoch 1914 | loss: 0.0311487 | val_loss: 0.0311833 | Time: 9494.73 ms
[2021-11-20 20:40:43 main:581] : INFO : Epoch 1915 | loss: 0.0311454 | val_loss: 0.031153 | Time: 9478.09 ms
[2021-11-20 20:40:52 main:581] : INFO : Epoch 1916 | loss: 0.0311387 | val_loss: 0.0311526 | Time: 9476.06 ms
[2021-11-20 20:41:01 main:581] : INFO : Epoch 1917 | loss: 0.0311366 | val_loss: 0.0311525 | Time: 9470.68 ms
[2021-11-20 20:41:11 main:581] : INFO : Epoch 1918 | loss: 0.0311361 | val_loss: 0.031154 | Time: 9471.4 ms
[2021-11-20 20:41:20 main:581] : INFO : Epoch 1919 | loss: 0.0311348 | val_loss: 0.0311534 | Time: 9466.68 ms
[2021-11-20 20:41:30 main:581] : INFO : Epoch 1920 | loss: 0.0311366 | val_loss: 0.0311515 | Time: 9494.13 ms
[2021-11-20 20:41:39 main:581] : INFO : Epoch 1921 | loss: 0.0311353 | val_loss: 0.0311545 | Time: 9498 ms
[2021-11-20 20:41:49 main:581] : INFO : Epoch 1922 | loss: 0.031135 | val_loss: 0.0311532 | Time: 9452.76 ms
[2021-11-20 20:41:58 main:581] : INFO : Epoch 1923 | loss: 0.0311354 | val_loss: 0.0311544 | Time: 9486.23 ms
[2021-11-20 20:42:08 main:581] : INFO : Epoch 1924 | loss: 0.0311375 | val_loss: 0.0311557 | Time: 9515.82 ms
[2021-11-20 20:42:17 main:581] : INFO : Epoch 1925 | loss: 0.0311367 | val_loss: 0.0311544 | Time: 9488.95 ms
[2021-11-20 20:42:27 main:581] : INFO : Epoch 1926 | loss: 0.0311393 | val_loss: 0.0311516 | Time: 9494.15 ms
[2021-11-20 20:42:36 main:581] : INFO : Epoch 1927 | loss: 0.0311348 | val_loss: 0.0311529 | Time: 9507.37 ms
[2021-11-20 20:42:46 main:581] : INFO : Epoch 1928 | loss: 0.0311342 | val_loss: 0.0311508 | Time: 9471.36 ms
[2021-11-20 20:42:55 main:581] : INFO : Epoch 1929 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 9494.59 ms
[2021-11-20 20:43:05 main:581] : INFO : Epoch 1930 | loss: 0.0311348 | val_loss: 0.0311539 | Time: 9495.7 ms
[2021-11-20 20:43:14 main:581] : INFO : Epoch 1931 | loss: 0.0311343 | val_loss: 0.0311618 | Time: 9443.83 ms
[2021-11-20 20:43:24 main:581] : INFO : Epoch 1932 | loss: 0.0311384 | val_loss: 0.0311553 | Time: 9476.04 ms
[2021-11-20 20:43:33 main:581] : INFO : Epoch 1933 | loss: 0.0311388 | val_loss: 0.0311571 | Time: 9482.36 ms
[2021-11-20 20:43:43 main:581] : INFO : Epoch 1934 | loss: 0.031137 | val_loss: 0.0311579 | Time: 9483.13 ms
[2021-11-20 20:43:52 main:581] : INFO : Epoch 1935 | loss: 0.0311355 | val_loss: 0.0311552 | Time: 9478.8 ms
[2021-11-20 20:44:02 main:581] : INFO : Epoch 1936 | loss: 0.0311368 | val_loss: 0.0311538 | Time: 9518.16 ms
[2021-11-20 20:44:11 main:581] : INFO : Epoch 1937 | loss: 0.0311364 | val_loss: 0.0311604 | Time: 9467.28 ms
[2021-11-20 20:44:21 main:581] : INFO : Epoch 1938 | loss: 0.0311371 | val_loss: 0.0311556 | Time: 9452.62 ms
[2021-11-20 20:44:30 main:581] : INFO : Epoch 1939 | loss: 0.0311363 | val_loss: 0.0311545 | Time: 9484.35 ms
[2021-11-20 20:44:40 main:581] : INFO : Epoch 1940 | loss: 0.0311378 | val_loss: 0.0311527 | Time: 9479.33 ms
[2021-11-20 20:44:49 main:581] : INFO : Epoch 1941 | loss: 0.0311346 | val_loss: 0.0311507 | Time: 9482.36 ms
[2021-11-20 20:44:59 main:581] : INFO : Epoch 1942 | loss: 0.0311342 | val_loss: 0.0311516 | Time: 9469.7 ms
[2021-11-20 20:45:08 main:581] : INFO : Epoch 1943 | loss: 0.0311332 | val_loss: 0.0311509 | Time: 9500.6 ms
[2021-11-20 20:45:18 main:581] : INFO : Epoch 1944 | loss: 0.0311342 | val_loss: 0.0311517 | Time: 9472.02 ms
[2021-11-20 20:45:27 main:581] : INFO : Epoch 1945 | loss: 0.0311343 | val_loss: 0.0311551 | Time: 9464.33 ms
[2021-11-20 20:45:36 main:581] : INFO : Epoch 1946 | loss: 0.0311357 | val_loss: 0.0311577 | Time: 9483.23 ms
[2021-11-20 20:45:46 main:581] : INFO : Epoch 1947 | loss: 0.0311353 | val_loss: 0.0311508 | Time: 9513.94 ms
[2021-11-20 20:45:56 main:581] : INFO : Epoch 1948 | loss: 0.0311367 | val_loss: 0.0311502 | Time: 9486.21 ms
[2021-11-20 20:46:05 main:581] : INFO : Epoch 1949 | loss: 0.0311364 | val_loss: 0.0311492 | Time: 9469.02 ms
[2021-11-20 20:46:14 main:581] : INFO : Epoch 1950 | loss: 0.0311328 | val_loss: 0.0311498 | Time: 9466.59 ms
[2021-11-20 20:46:24 main:581] : INFO : Epoch 1951 | loss: 0.0311349 | val_loss: 0.0311485 | Time: 9499.19 ms
[2021-11-20 20:46:33 main:581] : INFO : Epoch 1952 | loss: 0.0311301 | val_loss: 0.0311468 | Time: 9470.13 ms
[2021-11-20 20:46:43 main:581] : INFO : Epoch 1953 | loss: 0.0311304 | val_loss: 0.0311497 | Time: 9463.8 ms
[2021-11-20 20:46:52 main:581] : INFO : Epoch 1954 | loss: 0.0311303 | val_loss: 0.0311549 | Time: 9492.33 ms
[2021-11-20 20:47:02 main:581] : INFO : Epoch 1955 | loss: 0.0311345 | val_loss: 0.0311481 | Time: 9481.27 ms
[2021-11-20 20:47:11 main:581] : INFO : Epoch 1956 | loss: 0.0311307 | val_loss: 0.0311507 | Time: 9464.33 ms
[2021-11-20 20:47:21 main:581] : INFO : Epoch 1957 | loss: 0.0311329 | val_loss: 0.0311506 | Time: 9491.04 ms
[2021-11-20 20:47:30 main:581] : INFO : Epoch 1958 | loss: 0.0311317 | val_loss: 0.0311479 | Time: 9473.46 ms
[2021-11-20 20:47:40 main:581] : INFO : Epoch 1959 | loss: 0.0311298 | val_loss: 0.0311469 | Time: 9465.96 ms
[2021-11-20 20:47:49 main:581] : INFO : Epoch 1960 | loss: 0.0311294 | val_loss: 0.0311481 | Time: 9474.42 ms
[2021-11-20 20:47:59 main:581] : INFO : Epoch 1961 | loss: 0.0311299 | val_loss: 0.0311437 | Time: 9475.59 ms
[2021-11-20 20:48:08 main:581] : INFO : Epoch 1962 | loss: 0.0311285 | val_loss: 0.0311464 | Time: 9496.89 ms
[2021-11-20 20:48:18 main:581] : INFO : Epoch 1963 | loss: 0.0311293 | val_loss: 0.0311486 | Time: 9467.48 ms
[2021-11-20 20:48:27 main:581] : INFO : Epoch 1964 | loss: 0.0311307 | val_loss: 0.0311437 | Time: 9477.79 ms
[2021-11-20 20:48:37 main:581] : INFO : Epoch 1965 | loss: 0.0311312 | val_loss: 0.0311458 | Time: 9487.36 ms
[2021-11-20 20:48:46 main:581] : INFO : Epoch 1966 | loss: 0.0311316 | val_loss: 0.0311481 | Time: 9488.72 ms
[2021-11-20 20:48:56 main:581] : INFO : Epoch 1967 | loss: 0.0311365 | val_loss: 0.0311481 | Time: 9502.5 ms
[2021-11-20 20:49:05 main:581] : INFO : Epoch 1968 | loss: 0.0311341 | val_loss: 0.031146 | Time: 9524.86 ms
[2021-11-20 20:49:15 main:581] : INFO : Epoch 1969 | loss: 0.0311311 | val_loss: 0.031149 | Time: 9448.69 ms
[2021-11-20 20:49:24 main:581] : INFO : Epoch 1970 | loss: 0.031132 | val_loss: 0.0311476 | Time: 9465 ms
[2021-11-20 20:49:34 main:581] : INFO : Epoch 1971 | loss: 0.0311357 | val_loss: 0.0311493 | Time: 9487.73 ms
[2021-11-20 20:49:43 main:581] : INFO : Epoch 1972 | loss: 0.0311376 | val_loss: 0.031149 | Time: 9473.26 ms
[2021-11-20 20:49:53 main:581] : INFO : Epoch 1973 | loss: 0.0311374 | val_loss: 0.0311519 | Time: 9499.97 ms
[2021-11-20 20:50:02 main:581] : INFO : Epoch 1974 | loss: 0.031136 | val_loss: 0.0311491 | Time: 9510.08 ms
[2021-11-20 20:50:12 main:581] : INFO : Epoch 1975 | loss: 0.0311382 | val_loss: 0.0311492 | Time: 9480.81 ms
[2021-11-20 20:50:21 main:581] : INFO : Epoch 1976 | loss: 0.0311364 | val_loss: 0.0311487 | Time: 9471.1 ms
[2021-11-20 20:50:30 main:581] : INFO : Epoch 1977 | loss: 0.031132 | val_loss: 0.0311444 | Time: 9468 ms
[2021-11-20 20:50:40 main:581] : INFO : Epoch 1978 | loss: 0.0311318 | val_loss: 0.0311486 | Time: 9498.1 ms
[2021-11-20 20:50:49 main:581] : INFO : Epoch 1979 | loss: 0.0311319 | val_loss: 0.0311486 | Time: 9478.3 ms
[2021-11-20 20:50:59 main:581] : INFO : Epoch 1980 | loss: 0.0311308 | val_loss: 0.0311488 | Time: 9471.37 ms
[2021-11-20 20:51:08 main:581] : INFO : Epoch 1981 | loss: 0.03113 | val_loss: 0.0311485 | Time: 9482.23 ms
[2021-11-20 20:51:18 main:581] : INFO : Epoch 1982 | loss: 0.0311299 | val_loss: 0.0311453 | Time: 9464.9 ms
[2021-11-20 20:51:27 main:581] : INFO : Epoch 1983 | loss: 0.0311295 | val_loss: 0.0311484 | Time: 9500.84 ms
[2021-11-20 20:51:37 main:581] : INFO : Epoch 1984 | loss: 0.0311339 | val_loss: 0.0311477 | Time: 9490.09 ms
[2021-11-20 20:51:46 main:581] : INFO : Epoch 1985 | loss: 0.0311323 | val_loss: 0.0311516 | Time: 9481.74 ms
[2021-11-20 20:51:56 main:581] : INFO : Epoch 1986 | loss: 0.0311312 | val_loss: 0.0311458 | Time: 9463.37 ms
[2021-11-20 20:52:05 main:581] : INFO : Epoch 1987 | loss: 0.0311332 | val_loss: 0.0311481 | Time: 9503.1 ms
[2021-11-20 20:52:15 main:581] : INFO : Epoch 1988 | loss: 0.0311316 | val_loss: 0.031147 | Time: 9484.33 ms
[2021-11-20 20:52:24 main:581] : INFO : Epoch 1989 | loss: 0.0311321 | val_loss: 0.0311452 | Time: 9505.45 ms
[2021-11-20 20:52:34 main:581] : INFO : Epoch 1990 | loss: 0.0311294 | val_loss: 0.0311472 | Time: 9477.19 ms
[2021-11-20 20:52:43 main:581] : INFO : Epoch 1991 | loss: 0.0311283 | val_loss: 0.0311535 | Time: 9455.94 ms
[2021-11-20 20:52:53 main:581] : INFO : Epoch 1992 | loss: 0.0311278 | val_loss: 0.0311496 | Time: 9492.9 ms
[2021-11-20 20:53:02 main:581] : INFO : Epoch 1993 | loss: 0.0311281 | val_loss: 0.0311461 | Time: 9497.39 ms
[2021-11-20 20:53:12 main:581] : INFO : Epoch 1994 | loss: 0.0311276 | val_loss: 0.0311461 | Time: 9458.09 ms
[2021-11-20 20:53:21 main:581] : INFO : Epoch 1995 | loss: 0.0311281 | val_loss: 0.0311555 | Time: 9476.15 ms
[2021-11-20 20:53:31 main:581] : INFO : Epoch 1996 | loss: 0.0311308 | val_loss: 0.0311446 | Time: 9507.56 ms
[2021-11-20 20:53:40 main:581] : INFO : Epoch 1997 | loss: 0.031131 | val_loss: 0.0311462 | Time: 9471.27 ms
[2021-11-20 20:53:50 main:581] : INFO : Epoch 1998 | loss: 0.0311306 | val_loss: 0.0311459 | Time: 9493.16 ms
[2021-11-20 20:53:59 main:581] : INFO : Epoch 1999 | loss: 0.0311364 | val_loss: 0.0311452 | Time: 9475.81 ms
[2021-11-20 20:54:09 main:581] : INFO : Epoch 2000 | loss: 0.031142 | val_loss: 0.0311466 | Time: 9468.38 ms
[2021-11-20 20:54:18 main:581] : INFO : Epoch 2001 | loss: 0.031141 | val_loss: 0.0311487 | Time: 9462.84 ms
[2021-11-20 20:54:28 main:581] : INFO : Epoch 2002 | loss: 0.031135 | val_loss: 0.0311428 | Time: 9502 ms
[2021-11-20 20:54:37 main:581] : INFO : Epoch 2003 | loss: 0.0311326 | val_loss: 0.0311482 | Time: 9494.53 ms
[2021-11-20 20:54:47 main:581] : INFO : Epoch 2004 | loss: 0.0311317 | val_loss: 0.0311437 | Time: 9491.74 ms
[2021-11-20 20:54:56 main:581] : INFO : Epoch 2005 | loss: 0.031128 | val_loss: 0.0311429 | Time: 9479.49 ms
[2021-11-20 20:55:06 main:581] : INFO : Epoch 2006 | loss: 0.0311298 | val_loss: 0.0311502 | Time: 9487.13 ms
[2021-11-20 20:55:15 main:581] : INFO : Epoch 2007 | loss: 0.0311394 | val_loss: 0.0311493 | Time: 9471.59 ms
[2021-11-20 20:55:25 main:581] : INFO : Epoch 2008 | loss: 0.0311349 | val_loss: 0.031145 | Time: 9490.41 ms
[2021-11-20 20:55:34 main:581] : INFO : Epoch 2009 | loss: 0.0311372 | val_loss: 0.0311473 | Time: 9514.67 ms
[2021-11-20 20:55:44 main:581] : INFO : Epoch 2010 | loss: 0.0311356 | val_loss: 0.031145 | Time: 9517.26 ms
[2021-11-20 20:55:53 main:581] : INFO : Epoch 2011 | loss: 0.0311362 | val_loss: 0.0311463 | Time: 9474.9 ms
[2021-11-20 20:56:03 main:581] : INFO : Epoch 2012 | loss: 0.0311313 | val_loss: 0.0311445 | Time: 9459.12 ms
[2021-11-20 20:56:12 main:581] : INFO : Epoch 2013 | loss: 0.0311306 | val_loss: 0.0311438 | Time: 9456.89 ms
[2021-11-20 20:56:21 main:581] : INFO : Epoch 2014 | loss: 0.0311283 | val_loss: 0.0311445 | Time: 9481.14 ms
[2021-11-20 20:56:31 main:581] : INFO : Epoch 2015 | loss: 0.0311271 | val_loss: 0.0311487 | Time: 9481.95 ms
[2021-11-20 20:56:40 main:581] : INFO : Epoch 2016 | loss: 0.0311271 | val_loss: 0.0311465 | Time: 9506.09 ms
[2021-11-20 20:56:50 main:581] : INFO : Epoch 2017 | loss: 0.0311332 | val_loss: 0.0311442 | Time: 9472.68 ms
[2021-11-20 20:56:59 main:581] : INFO : Epoch 2018 | loss: 0.0311315 | val_loss: 0.0311495 | Time: 9498.09 ms
[2021-11-20 20:57:09 main:581] : INFO : Epoch 2019 | loss: 0.0311344 | val_loss: 0.0311526 | Time: 9510.16 ms
[2021-11-20 20:57:18 main:581] : INFO : Epoch 2020 | loss: 0.0311298 | val_loss: 0.031142 | Time: 9494.1 ms
[2021-11-20 20:57:28 main:581] : INFO : Epoch 2021 | loss: 0.0311294 | val_loss: 0.0311452 | Time: 9461.2 ms
[2021-11-20 20:57:37 main:581] : INFO : Epoch 2022 | loss: 0.0311323 | val_loss: 0.0311487 | Time: 9471.88 ms
[2021-11-20 20:57:47 main:581] : INFO : Epoch 2023 | loss: 0.0311322 | val_loss: 0.03115 | Time: 9495.58 ms
[2021-11-20 20:57:56 main:581] : INFO : Epoch 2024 | loss: 0.0311347 | val_loss: 0.0311497 | Time: 9482.57 ms
[2021-11-20 20:58:06 main:581] : INFO : Epoch 2025 | loss: 0.0311463 | val_loss: 0.0311541 | Time: 9514.45 ms
[2021-11-20 20:58:15 main:581] : INFO : Epoch 2026 | loss: 0.0311475 | val_loss: 0.0311509 | Time: 9460.92 ms
[2021-11-20 20:58:25 main:581] : INFO : Epoch 2027 | loss: 0.0311426 | val_loss: 0.0311532 | Time: 9479.58 ms
[2021-11-20 20:58:34 main:581] : INFO : Epoch 2028 | loss: 0.0311438 | val_loss: 0.0311528 | Time: 9462.81 ms
[2021-11-20 20:58:44 main:581] : INFO : Epoch 2029 | loss: 0.0311432 | val_loss: 0.0311474 | Time: 9495.13 ms
[2021-11-20 20:58:53 main:581] : INFO : Epoch 2030 | loss: 0.031139 | val_loss: 0.0311464 | Time: 9499.15 ms
[2021-11-20 20:59:03 main:581] : INFO : Epoch 2031 | loss: 0.0311367 | val_loss: 0.0311445 | Time: 9683.96 ms
[2021-11-20 20:59:12 main:581] : INFO : Epoch 2032 | loss: 0.0311338 | val_loss: 0.0311438 | Time: 9476.64 ms
[2021-11-20 20:59:22 main:581] : INFO : Epoch 2033 | loss: 0.0311342 | val_loss: 0.0311451 | Time: 9449.41 ms
[2021-11-20 20:59:31 main:581] : INFO : Epoch 2034 | loss: 0.0311324 | val_loss: 0.0311454 | Time: 9484.22 ms
[2021-11-20 20:59:41 main:581] : INFO : Epoch 2035 | loss: 0.0311313 | val_loss: 0.0311443 | Time: 9460.97 ms
[2021-11-20 20:59:50 main:581] : INFO : Epoch 2036 | loss: 0.0311314 | val_loss: 0.0311448 | Time: 9466.76 ms
[2021-11-20 21:00:00 main:581] : INFO : Epoch 2037 | loss: 0.0311345 | val_loss: 0.0311468 | Time: 9466.4 ms
[2021-11-20 21:00:09 main:581] : INFO : Epoch 2038 | loss: 0.0311317 | val_loss: 0.0311444 | Time: 9509.27 ms
[2021-11-20 21:00:19 main:581] : INFO : Epoch 2039 | loss: 0.0311293 | val_loss: 0.031143 | Time: 9465.72 ms
[2021-11-20 21:00:28 main:581] : INFO : Epoch 2040 | loss: 0.0311284 | val_loss: 0.0311436 | Time: 9458.49 ms
[2021-11-20 21:00:38 main:581] : INFO : Epoch 2041 | loss: 0.0311289 | val_loss: 0.031143 | Time: 9506.12 ms
[2021-11-20 21:00:47 main:581] : INFO : Epoch 2042 | loss: 0.0311277 | val_loss: 0.0311513 | Time: 9441.72 ms
[2021-11-20 21:00:57 main:581] : INFO : Epoch 2043 | loss: 0.0311297 | val_loss: 0.0311469 | Time: 9451.59 ms
[2021-11-20 21:01:06 main:581] : INFO : Epoch 2044 | loss: 0.0311327 | val_loss: 0.0311447 | Time: 9486.21 ms
[2021-11-20 21:01:16 main:581] : INFO : Epoch 2045 | loss: 0.0311322 | val_loss: 0.0311492 | Time: 9459.3 ms
[2021-11-20 21:01:25 main:581] : INFO : Epoch 2046 | loss: 0.0311314 | val_loss: 0.0311444 | Time: 9498.75 ms
[2021-11-20 21:01:35 main:581] : INFO : Epoch 2047 | loss: 0.0311292 | val_loss: 0.0311494 | Time: 9459.07 ms
[2021-11-20 21:01:44 main:581] : INFO : Epoch 2048 | loss: 0.0311302 | val_loss: 0.0311453 | Time: 9466.12 ms
[2021-11-20 21:01:44 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311453
[2021-11-20 21:01:44 main:610] : INFO : Saving end state to config to file
[2021-11-20 21:01:44 main:615] : INFO : Success, exiting..
21:01:44 (278168): 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)