Task 5293112
| Name | ParityMachine-1619579654-2318-3_0 |
| Workunit | 3184249 |
| Created | 4 Jun 2021, 16:57:55 UTC |
| Sent | 5 Jun 2021, 15:50:49 UTC |
| Report deadline | 12 Jun 2021, 15:50:49 UTC |
| Received | 7 Jun 2021, 11:05:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 43 min 10 sec |
| CPU time | 2 hours 1 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031141 | val_loss: 0.0311543 | Time: 9357.91 ms
[2021-06-07 09:11:23 main:574] : INFO : Epoch 1543 | loss: 0.03114 | val_loss: 0.0311533 | Time: 5910.89 ms
[2021-06-07 09:11:29 main:574] : INFO : Epoch 1544 | loss: 0.0311406 | val_loss: 0.0311526 | Time: 5446.85 ms
[2021-06-07 09:11:40 main:574] : INFO : Epoch 1545 | loss: 0.031138 | val_loss: 0.0311539 | Time: 9664.18 ms
[2021-06-07 09:11:46 main:574] : INFO : Epoch 1546 | loss: 0.0311393 | val_loss: 0.0311551 | Time: 5490.08 ms
[2021-06-07 09:11:57 main:574] : INFO : Epoch 1547 | loss: 0.0311357 | val_loss: 0.0311545 | Time: 8374.04 ms
[2021-06-07 09:12:07 main:574] : INFO : Epoch 1548 | loss: 0.0311332 | val_loss: 0.0311537 | Time: 10383 ms
[2021-06-07 09:12:13 main:574] : INFO : Epoch 1549 | loss: 0.0311319 | val_loss: 0.0311542 | Time: 5359.72 ms
[2021-06-07 09:12:20 main:574] : INFO : Epoch 1550 | loss: 0.0311308 | val_loss: 0.0311552 | Time: 6172.24 ms
[2021-06-07 09:12:26 main:574] : INFO : Epoch 1551 | loss: 0.0311311 | val_loss: 0.0311513 | Time: 5459.1 ms
[2021-06-07 09:12:32 main:574] : INFO : Epoch 1552 | loss: 0.031129 | val_loss: 0.031154 | Time: 5314.76 ms
[2021-06-07 09:12:37 main:574] : INFO : Epoch 1553 | loss: 0.0311296 | val_loss: 0.0311528 | Time: 5356.61 ms
[2021-06-07 09:12:44 main:574] : INFO : Epoch 1554 | loss: 0.0311304 | val_loss: 0.0311534 | Time: 5407.9 ms
[2021-06-07 09:12:50 main:574] : INFO : Epoch 1555 | loss: 0.0311306 | val_loss: 0.0311509 | Time: 5282.65 ms
[2021-06-07 09:12:56 main:574] : INFO : Epoch 1556 | loss: 0.0311304 | val_loss: 0.0311507 | Time: 5461.38 ms
[2021-06-07 09:13:02 main:574] : INFO : Epoch 1557 | loss: 0.0311306 | val_loss: 0.0311536 | Time: 5430.62 ms
[2021-06-07 09:13:07 main:574] : INFO : Epoch 1558 | loss: 0.031131 | val_loss: 0.0311507 | Time: 5302.76 ms
[2021-06-07 09:13:13 main:574] : INFO : Epoch 1559 | loss: 0.0311313 | val_loss: 0.0311538 | Time: 5340.22 ms
[2021-06-07 09:13:18 main:574] : INFO : Epoch 1560 | loss: 0.0311312 | val_loss: 0.0311518 | Time: 5443.51 ms
[2021-06-07 09:13:24 main:574] : INFO : Epoch 1561 | loss: 0.0311309 | val_loss: 0.0311497 | Time: 5620.13 ms
[2021-06-07 09:13:32 main:574] : INFO : Epoch 1562 | loss: 0.0311298 | val_loss: 0.0311513 | Time: 8096.78 ms
[2021-06-07 09:13:39 main:574] : INFO : Epoch 1563 | loss: 0.0311285 | val_loss: 0.0311517 | Time: 6932.49 ms
[2021-06-07 09:13:45 main:574] : INFO : Epoch 1564 | loss: 0.0311285 | val_loss: 0.0311547 | Time: 5269.74 ms
[2021-06-07 09:13:50 main:574] : INFO : Epoch 1565 | loss: 0.0311283 | val_loss: 0.03115 | Time: 5268.11 ms
[2021-06-07 09:13:56 main:574] : INFO : Epoch 1566 | loss: 0.0311274 | val_loss: 0.0311515 | Time: 5317.9 ms
[2021-06-07 09:14:03 main:574] : INFO : Epoch 1567 | loss: 0.0311273 | val_loss: 0.0311486 | Time: 6578.55 ms
[2021-06-07 09:14:09 main:574] : INFO : Epoch 1568 | loss: 0.0311265 | val_loss: 0.0311498 | Time: 5294.06 ms
[2021-06-07 09:14:15 main:574] : INFO : Epoch 1569 | loss: 0.0311277 | val_loss: 0.0311472 | Time: 5351.82 ms
[2021-06-07 09:14:21 main:574] : INFO : Epoch 1570 | loss: 0.0311285 | val_loss: 0.0311517 | Time: 5304.42 ms
[2021-06-07 09:14:26 main:574] : INFO : Epoch 1571 | loss: 0.0311261 | val_loss: 0.0311505 | Time: 5363.29 ms
[2021-06-07 09:14:33 main:574] : INFO : Epoch 1572 | loss: 0.031125 | val_loss: 0.0311517 | Time: 5349.92 ms
[2021-06-07 09:14:39 main:574] : INFO : Epoch 1573 | loss: 0.031125 | val_loss: 0.0311516 | Time: 5377.24 ms
[2021-06-07 09:14:45 main:574] : INFO : Epoch 1574 | loss: 0.0311299 | val_loss: 0.0311519 | Time: 5411.04 ms
[2021-06-07 09:14:51 main:574] : INFO : Epoch 1575 | loss: 0.0311299 | val_loss: 0.0311518 | Time: 5394.42 ms
[2021-06-07 09:14:58 main:574] : INFO : Epoch 1576 | loss: 0.0311276 | val_loss: 0.0311513 | Time: 5296.26 ms
[2021-06-07 09:15:03 main:574] : INFO : Epoch 1577 | loss: 0.0311258 | val_loss: 0.0311522 | Time: 5423.75 ms
[2021-06-07 09:15:11 main:574] : INFO : Epoch 1578 | loss: 0.0311251 | val_loss: 0.0311524 | Time: 5384.27 ms
[2021-06-07 09:15:17 main:574] : INFO : Epoch 1579 | loss: 0.0311256 | val_loss: 0.0311489 | Time: 5292.32 ms
[2021-06-07 09:15:22 main:574] : INFO : Epoch 1580 | loss: 0.0311249 | val_loss: 0.0311531 | Time: 5299.56 ms
[2021-06-07 09:15:28 main:574] : INFO : Epoch 1581 | loss: 0.0311249 | val_loss: 0.0311562 | Time: 5532.67 ms
[2021-06-07 09:15:33 main:574] : INFO : Epoch 1582 | loss: 0.0311289 | val_loss: 0.0311504 | Time: 5319.5 ms
[2021-06-07 09:15:39 main:574] : INFO : Epoch 1583 | loss: 0.0311283 | val_loss: 0.031151 | Time: 5520.24 ms
[2021-06-07 09:15:45 main:574] : INFO : Epoch 1584 | loss: 0.0311277 | val_loss: 0.0311523 | Time: 5428.85 ms
[2021-06-07 09:15:52 main:574] : INFO : Epoch 1585 | loss: 0.0311269 | val_loss: 0.0311535 | Time: 6220.65 ms
[2021-06-07 09:15:58 main:574] : INFO : Epoch 1586 | loss: 0.0311251 | val_loss: 0.0311506 | Time: 5560.22 ms
[2021-06-07 09:16:05 main:574] : INFO : Epoch 1587 | loss: 0.0311239 | val_loss: 0.0311522 | Time: 5273.63 ms
[2021-06-07 09:16:13 main:574] : INFO : Epoch 1588 | loss: 0.0311246 | val_loss: 0.0311499 | Time: 6174.76 ms
[2021-06-07 09:16:20 main:574] : INFO : Epoch 1589 | loss: 0.0311242 | val_loss: 0.0311498 | Time: 6088.91 ms
[2021-06-07 09:16:29 main:574] : INFO : Epoch 1590 | loss: 0.0311248 | val_loss: 0.0311485 | Time: 7842.13 ms
[2021-06-07 09:16:36 main:574] : INFO : Epoch 1591 | loss: 0.0311241 | val_loss: 0.031152 | Time: 5381.14 ms
[2021-06-07 09:16:41 main:574] : INFO : Epoch 1592 | loss: 0.0311222 | val_loss: 0.0311516 | Time: 5315.72 ms
[2021-06-07 09:16:47 main:574] : INFO : Epoch 1593 | loss: 0.0311227 | val_loss: 0.0311522 | Time: 5269.38 ms
[2021-06-07 09:16:54 main:574] : INFO : Epoch 1594 | loss: 0.0311217 | val_loss: 0.0311512 | Time: 5569.59 ms
[2021-06-07 09:17:00 main:574] : INFO : Epoch 1595 | loss: 0.0311221 | val_loss: 0.0311494 | Time: 5753.05 ms
[2021-06-07 09:17:07 main:574] : INFO : Epoch 1596 | loss: 0.0311272 | val_loss: 0.0311509 | Time: 5501.84 ms
[2021-06-07 09:17:13 main:574] : INFO : Epoch 1597 | loss: 0.0311279 | val_loss: 0.0311511 | Time: 5321.42 ms
[2021-06-07 09:17:19 main:574] : INFO : Epoch 1598 | loss: 0.0311265 | val_loss: 0.0311518 | Time: 5350.08 ms
[2021-06-07 09:17:25 main:574] : INFO : Epoch 1599 | loss: 0.0311254 | val_loss: 0.0311555 | Time: 5338.21 ms
[2021-06-07 09:17:30 main:574] : INFO : Epoch 1600 | loss: 0.0311235 | val_loss: 0.0311552 | Time: 5414.62 ms
[2021-06-07 09:17:37 main:574] : INFO : Epoch 1601 | loss: 0.0311246 | val_loss: 0.0311488 | Time: 5365.24 ms
[2021-06-07 09:17:43 main:574] : INFO : Epoch 1602 | loss: 0.0311253 | val_loss: 0.0311486 | Time: 5318.41 ms
[2021-06-07 09:17:49 main:574] : INFO : Epoch 1603 | loss: 0.0311239 | val_loss: 0.0311529 | Time: 5314.42 ms
[2021-06-07 09:17:55 main:574] : INFO : Epoch 1604 | loss: 0.0311244 | val_loss: 0.0311497 | Time: 5342.24 ms
[2021-06-07 09:18:01 main:574] : INFO : Epoch 1605 | loss: 0.031124 | val_loss: 0.0311485 | Time: 5357.84 ms
[2021-06-07 09:18:06 main:574] : INFO : Epoch 1606 | loss: 0.0311247 | val_loss: 0.0311463 | Time: 5393.6 ms
[2021-06-07 09:18:12 main:574] : INFO : Epoch 1607 | loss: 0.0311258 | val_loss: 0.0311521 | Time: 5366.22 ms
[2021-06-07 09:18:17 main:574] : INFO : Epoch 1608 | loss: 0.0311245 | val_loss: 0.0311482 | Time: 5293.51 ms
[2021-06-07 09:18:23 main:574] : INFO : Epoch 1609 | loss: 0.0311246 | val_loss: 0.0311478 | Time: 5327.76 ms
[2021-06-07 09:18:29 main:574] : INFO : Epoch 1610 | loss: 0.0311254 | val_loss: 0.0311496 | Time: 5390.45 ms
[2021-06-07 09:18:34 main:574] : INFO : Epoch 1611 | loss: 0.0311236 | val_loss: 0.0311532 | Time: 5343.75 ms
[2021-06-07 09:18:39 main:574] : INFO : Epoch 1612 | loss: 0.0311221 | val_loss: 0.0311557 | Time: 5247.06 ms
[2021-06-07 09:18:45 main:574] : INFO : Epoch 1613 | loss: 0.0311218 | val_loss: 0.0311503 | Time: 5314.07 ms
[2021-06-07 09:18:50 main:574] : INFO : Epoch 1614 | loss: 0.0311206 | val_loss: 0.0311514 | Time: 5303.17 ms
[2021-06-07 09:18:56 main:574] : INFO : Epoch 1615 | loss: 0.0311198 | val_loss: 0.0311496 | Time: 5345.15 ms
[2021-06-07 09:19:01 main:574] : INFO : Epoch 1616 | loss: 0.0311203 | val_loss: 0.031149 | Time: 5235.05 ms
[2021-06-07 09:19:07 main:574] : INFO : Epoch 1617 | loss: 0.0311208 | val_loss: 0.0311504 | Time: 5315.04 ms
[2021-06-07 09:19:12 main:574] : INFO : Epoch 1618 | loss: 0.0311227 | val_loss: 0.0311504 | Time: 5342.94 ms
[2021-06-07 09:19:18 main:574] : INFO : Epoch 1619 | loss: 0.0311209 | val_loss: 0.0311481 | Time: 5332.73 ms
[2021-06-07 09:19:23 main:574] : INFO : Epoch 1620 | loss: 0.0311199 | val_loss: 0.0311473 | Time: 5304.38 ms
[2021-06-07 09:19:29 main:574] : INFO : Epoch 1621 | loss: 0.0311213 | val_loss: 0.0311493 | Time: 5336.9 ms
[2021-06-07 09:19:35 main:574] : INFO : Epoch 1622 | loss: 0.0311204 | val_loss: 0.0311496 | Time: 5273.74 ms
[2021-06-07 09:19:40 main:574] : INFO : Epoch 1623 | loss: 0.0311195 | val_loss: 0.0311485 | Time: 5353.37 ms
[2021-06-07 09:19:46 main:574] : INFO : Epoch 1624 | loss: 0.0311194 | val_loss: 0.0311473 | Time: 5348.01 ms
[2021-06-07 09:19:51 main:574] : INFO : Epoch 1625 | loss: 0.0311195 | val_loss: 0.0311459 | Time: 5307.44 ms
[2021-06-07 09:19:56 main:574] : INFO : Epoch 1626 | loss: 0.0311206 | val_loss: 0.0311472 | Time: 5332.7 ms
[2021-06-07 09:20:03 main:574] : INFO : Epoch 1627 | loss: 0.0311192 | val_loss: 0.031151 | Time: 5358.69 ms
[2021-06-07 09:20:09 main:574] : INFO : Epoch 1628 | loss: 0.0311256 | val_loss: 0.0311521 | Time: 5306.98 ms
[2021-06-07 09:20:14 main:574] : INFO : Epoch 1629 | loss: 0.0311308 | val_loss: 0.0311524 | Time: 5390.46 ms
[2021-06-07 09:20:21 main:574] : INFO : Epoch 1630 | loss: 0.0311312 | val_loss: 0.0311577 | Time: 5294.36 ms
[2021-06-07 09:20:27 main:574] : INFO : Epoch 1631 | loss: 0.0311291 | val_loss: 0.0311508 | Time: 5295.79 ms
[2021-06-07 09:20:32 main:574] : INFO : Epoch 1632 | loss: 0.0311266 | val_loss: 0.0311517 | Time: 5293.95 ms
[2021-06-07 09:20:38 main:574] : INFO : Epoch 1633 | loss: 0.0311258 | val_loss: 0.0311484 | Time: 5302.83 ms
[2021-06-07 09:20:44 main:574] : INFO : Epoch 1634 | loss: 0.0311254 | val_loss: 0.0311476 | Time: 5339.53 ms
[2021-06-07 09:20:51 main:574] : INFO : Epoch 1635 | loss: 0.0311259 | val_loss: 0.0311561 | Time: 5304.94 ms
[2021-06-07 09:20:57 main:574] : INFO : Epoch 1636 | loss: 0.0311261 | val_loss: 0.0311534 | Time: 5313.2 ms
[2021-06-07 09:21:03 main:574] : INFO : Epoch 1637 | loss: 0.0311238 | val_loss: 0.0311462 | Time: 5305.22 ms
[2021-06-07 09:21:10 main:574] : INFO : Epoch 1638 | loss: 0.0311217 | val_loss: 0.0311486 | Time: 5520.73 ms
[2021-06-07 09:21:15 main:574] : INFO : Epoch 1639 | loss: 0.0311211 | val_loss: 0.0311493 | Time: 5301.3 ms
[2021-06-07 09:21:21 main:574] : INFO : Epoch 1640 | loss: 0.0311239 | val_loss: 0.0311483 | Time: 5290.59 ms
[2021-06-07 09:21:27 main:574] : INFO : Epoch 1641 | loss: 0.0311251 | val_loss: 0.0311468 | Time: 5493.48 ms
[2021-06-07 09:21:33 main:574] : INFO : Epoch 1642 | loss: 0.031124 | val_loss: 0.03115 | Time: 5369.01 ms
[2021-06-07 09:21:39 main:574] : INFO : Epoch 1643 | loss: 0.0311232 | val_loss: 0.0311459 | Time: 5324.41 ms
[2021-06-07 09:21:45 main:574] : INFO : Epoch 1644 | loss: 0.0311213 | val_loss: 0.0311489 | Time: 5357.28 ms
[2021-06-07 09:21:51 main:574] : INFO : Epoch 1645 | loss: 0.0311218 | val_loss: 0.0311464 | Time: 5352.79 ms
[2021-06-07 09:21:57 main:574] : INFO : Epoch 1646 | loss: 0.0311225 | val_loss: 0.0311468 | Time: 5365.15 ms
[2021-06-07 09:22:02 main:574] : INFO : Epoch 1647 | loss: 0.0311217 | val_loss: 0.0311463 | Time: 5285.11 ms
[2021-06-07 09:22:09 main:574] : INFO : Epoch 1648 | loss: 0.0311215 | val_loss: 0.0311462 | Time: 5234.29 ms
[2021-06-07 09:22:16 main:574] : INFO : Epoch 1649 | loss: 0.0311229 | val_loss: 0.0311442 | Time: 5380.55 ms
[2021-06-07 09:22:22 main:574] : INFO : Epoch 1650 | loss: 0.0311216 | val_loss: 0.031145 | Time: 5361.73 ms
[2021-06-07 09:22:28 main:574] : INFO : Epoch 1651 | loss: 0.0311205 | val_loss: 0.0311489 | Time: 5328.32 ms
[2021-06-07 09:22:34 main:574] : INFO : Epoch 1652 | loss: 0.0311199 | val_loss: 0.0311485 | Time: 5337.05 ms
[2021-06-07 09:22:39 main:574] : INFO : Epoch 1653 | loss: 0.0311205 | val_loss: 0.0311469 | Time: 5284.05 ms
[2021-06-07 09:22:45 main:574] : INFO : Epoch 1654 | loss: 0.0311235 | val_loss: 0.0311494 | Time: 5321.18 ms
[2021-06-07 09:22:50 main:574] : INFO : Epoch 1655 | loss: 0.0311245 | val_loss: 0.0311468 | Time: 5206.24 ms
[2021-06-07 09:22:56 main:574] : INFO : Epoch 1656 | loss: 0.0311231 | val_loss: 0.0311499 | Time: 5274.33 ms
[2021-06-07 09:23:01 main:574] : INFO : Epoch 1657 | loss: 0.0311226 | val_loss: 0.0311456 | Time: 5312.33 ms
[2021-06-07 09:23:06 main:574] : INFO : Epoch 1658 | loss: 0.0311205 | val_loss: 0.0311478 | Time: 5329.97 ms
[2021-06-07 09:23:12 main:574] : INFO : Epoch 1659 | loss: 0.0311205 | val_loss: 0.031148 | Time: 5303.33 ms
[2021-06-07 09:23:17 main:574] : INFO : Epoch 1660 | loss: 0.0311205 | val_loss: 0.0311485 | Time: 5320.6 ms
[2021-06-07 09:23:23 main:574] : INFO : Epoch 1661 | loss: 0.0311233 | val_loss: 0.0311496 | Time: 5308.28 ms
[2021-06-07 09:23:28 main:574] : INFO : Epoch 1662 | loss: 0.0311244 | val_loss: 0.0311489 | Time: 5327.57 ms
[2021-06-07 09:23:33 main:574] : INFO : Epoch 1663 | loss: 0.0311269 | val_loss: 0.0311542 | Time: 5306.11 ms
[2021-06-07 09:23:39 main:574] : INFO : Epoch 1664 | loss: 0.031126 | val_loss: 0.031153 | Time: 5320.04 ms
[2021-06-07 09:23:44 main:574] : INFO : Epoch 1665 | loss: 0.0311249 | val_loss: 0.0311536 | Time: 5380.62 ms
[2021-06-07 09:23:50 main:574] : INFO : Epoch 1666 | loss: 0.0311248 | val_loss: 0.0311526 | Time: 5363.6 ms
[2021-06-07 09:23:56 main:574] : INFO : Epoch 1667 | loss: 0.0311264 | val_loss: 0.0311565 | Time: 5299.74 ms
[2021-06-07 09:24:01 main:574] : INFO : Epoch 1668 | loss: 0.0311251 | val_loss: 0.0311541 | Time: 5357.67 ms
[2021-06-07 09:24:07 main:574] : INFO : Epoch 1669 | loss: 0.0311223 | val_loss: 0.0311496 | Time: 5489.13 ms
[2021-06-07 09:24:13 main:574] : INFO : Epoch 1670 | loss: 0.0311214 | val_loss: 0.0311542 | Time: 5340.77 ms
[2021-06-07 09:24:18 main:574] : INFO : Epoch 1671 | loss: 0.0311219 | val_loss: 0.0311523 | Time: 5324.19 ms
[2021-06-07 09:24:23 main:574] : INFO : Epoch 1672 | loss: 0.0311221 | val_loss: 0.0311532 | Time: 5311.88 ms
[2021-06-07 09:24:29 main:574] : INFO : Epoch 1673 | loss: 0.0311209 | val_loss: 0.0311511 | Time: 5282.61 ms
[2021-06-07 09:24:34 main:574] : INFO : Epoch 1674 | loss: 0.0311196 | val_loss: 0.0311575 | Time: 5294.63 ms
[2021-06-07 09:24:40 main:574] : INFO : Epoch 1675 | loss: 0.03112 | val_loss: 0.031153 | Time: 5280.62 ms
[2021-06-07 09:24:46 main:574] : INFO : Epoch 1676 | loss: 0.031119 | val_loss: 0.0311495 | Time: 5268.18 ms
[2021-06-07 09:24:51 main:574] : INFO : Epoch 1677 | loss: 0.0311194 | val_loss: 0.0311492 | Time: 5469.08 ms
[2021-06-07 09:24:57 main:574] : INFO : Epoch 1678 | loss: 0.0311205 | val_loss: 0.0311533 | Time: 5370.8 ms
[2021-06-07 09:25:02 main:574] : INFO : Epoch 1679 | loss: 0.0311216 | val_loss: 0.0311491 | Time: 5285.18 ms
[2021-06-07 09:25:09 main:574] : INFO : Epoch 1680 | loss: 0.0311218 | val_loss: 0.0311511 | Time: 5415.21 ms
[2021-06-07 09:25:14 main:574] : INFO : Epoch 1681 | loss: 0.0311215 | val_loss: 0.0311542 | Time: 5281.09 ms
[2021-06-07 09:25:20 main:574] : INFO : Epoch 1682 | loss: 0.0311225 | val_loss: 0.0311489 | Time: 5328.97 ms
[2021-06-07 09:25:25 main:574] : INFO : Epoch 1683 | loss: 0.0311199 | val_loss: 0.0311517 | Time: 5294.42 ms
[2021-06-07 09:25:31 main:574] : INFO : Epoch 1684 | loss: 0.0311199 | val_loss: 0.0311529 | Time: 5370.13 ms
[2021-06-07 09:25:36 main:574] : INFO : Epoch 1685 | loss: 0.0311211 | val_loss: 0.0311545 | Time: 5270 ms
[2021-06-07 09:25:42 main:574] : INFO : Epoch 1686 | loss: 0.0311217 | val_loss: 0.0311518 | Time: 5320.69 ms
[2021-06-07 09:25:47 main:574] : INFO : Epoch 1687 | loss: 0.0311201 | val_loss: 0.0311492 | Time: 5741.6 ms
[2021-06-07 09:25:53 main:574] : INFO : Epoch 1688 | loss: 0.0311209 | val_loss: 0.031152 | Time: 5892.97 ms
[2021-06-07 09:25:59 main:574] : INFO : Epoch 1689 | loss: 0.0311202 | val_loss: 0.0311516 | Time: 5690.52 ms
[2021-06-07 09:26:06 main:574] : INFO : Epoch 1690 | loss: 0.0311191 | val_loss: 0.03115 | Time: 6602.9 ms
[2021-06-07 09:26:12 main:574] : INFO : Epoch 1691 | loss: 0.0311189 | val_loss: 0.0311487 | Time: 5898.26 ms
[2021-06-07 09:26:21 main:574] : INFO : Epoch 1692 | loss: 0.0311198 | val_loss: 0.0311488 | Time: 7226.55 ms
[2021-06-07 09:26:28 main:574] : INFO : Epoch 1693 | loss: 0.0311196 | val_loss: 0.0311519 | Time: 7370.17 ms
[2021-06-07 09:26:39 main:574] : INFO : Epoch 1694 | loss: 0.0311181 | val_loss: 0.0311508 | Time: 10117.4 ms
[2021-06-07 09:26:49 main:574] : INFO : Epoch 1695 | loss: 0.0311178 | val_loss: 0.0311486 | Time: 8040.62 ms
[2021-06-07 09:26:54 main:574] : INFO : Epoch 1696 | loss: 0.0311178 | val_loss: 0.03115 | Time: 5288 ms
[2021-06-07 09:27:00 main:574] : INFO : Epoch 1697 | loss: 0.031117 | val_loss: 0.0311505 | Time: 5504.34 ms
[2021-06-07 09:27:08 main:574] : INFO : Epoch 1698 | loss: 0.0311184 | val_loss: 0.0311522 | Time: 5406.11 ms
[2021-06-07 09:27:15 main:574] : INFO : Epoch 1699 | loss: 0.0311176 | val_loss: 0.0311508 | Time: 5620.26 ms
[2021-06-07 09:27:22 main:574] : INFO : Epoch 1700 | loss: 0.0311171 | val_loss: 0.0311511 | Time: 6165.96 ms
[2021-06-07 09:27:28 main:574] : INFO : Epoch 1701 | loss: 0.0311194 | val_loss: 0.0311529 | Time: 5508.35 ms
[2021-06-07 09:27:36 main:574] : INFO : Epoch 1702 | loss: 0.0311187 | val_loss: 0.0311508 | Time: 8027.05 ms
[2021-06-07 09:27:42 main:574] : INFO : Epoch 1703 | loss: 0.0311184 | val_loss: 0.0311478 | Time: 5324.92 ms
[2021-06-07 09:27:48 main:574] : INFO : Epoch 1704 | loss: 0.031118 | val_loss: 0.0311524 | Time: 5313.55 ms
[2021-06-07 09:27:53 main:574] : INFO : Epoch 1705 | loss: 0.0311184 | val_loss: 0.0311487 | Time: 5371.96 ms
[2021-06-07 09:27:59 main:574] : INFO : Epoch 1706 | loss: 0.0311182 | val_loss: 0.031149 | Time: 5545.14 ms
[2021-06-07 09:28:05 main:574] : INFO : Epoch 1707 | loss: 0.0311165 | val_loss: 0.0311533 | Time: 5450.92 ms
[2021-06-07 09:28:11 main:574] : INFO : Epoch 1708 | loss: 0.0311164 | val_loss: 0.0311476 | Time: 5753.68 ms
[2021-06-07 09:28:18 main:574] : INFO : Epoch 1709 | loss: 0.031116 | val_loss: 0.031147 | Time: 6034.36 ms
[2021-06-07 09:28:26 main:574] : INFO : Epoch 1710 | loss: 0.0311151 | val_loss: 0.0311466 | Time: 7250.34 ms
[2021-06-07 09:28:35 main:574] : INFO : Epoch 1711 | loss: 0.0311146 | val_loss: 0.0311471 | Time: 8526.15 ms
[2021-06-07 09:28:43 main:574] : INFO : Epoch 1712 | loss: 0.0311147 | val_loss: 0.0311476 | Time: 6957.54 ms
[2021-06-07 09:28:48 main:574] : INFO : Epoch 1713 | loss: 0.0311167 | val_loss: 0.0311489 | Time: 5262.05 ms
[2021-06-07 09:29:00 main:574] : INFO : Epoch 1714 | loss: 0.0311166 | val_loss: 0.0311497 | Time: 8250.96 ms
[2021-06-07 09:29:07 main:574] : INFO : Epoch 1715 | loss: 0.0311243 | val_loss: 0.0311522 | Time: 6808.55 ms
[2021-06-07 09:29:14 main:574] : INFO : Epoch 1716 | loss: 0.0311231 | val_loss: 0.0311488 | Time: 6590.39 ms
[2021-06-07 09:29:25 main:574] : INFO : Epoch 1717 | loss: 0.0311239 | val_loss: 0.0311574 | Time: 7890.75 ms
[2021-06-07 09:29:31 main:574] : INFO : Epoch 1718 | loss: 0.0311244 | val_loss: 0.0311513 | Time: 5659.47 ms
[2021-06-07 09:29:45 main:574] : INFO : Epoch 1719 | loss: 0.0311267 | val_loss: 0.0311541 | Time: 11023.6 ms
[2021-06-07 09:29:59 main:574] : INFO : Epoch 1720 | loss: 0.0311229 | val_loss: 0.0311511 | Time: 12799.7 ms
[2021-06-07 09:30:04 main:574] : INFO : Epoch 1721 | loss: 0.0311214 | val_loss: 0.0311518 | Time: 5557.16 ms
[2021-06-07 09:30:10 main:574] : INFO : Epoch 1722 | loss: 0.03112 | val_loss: 0.0311526 | Time: 5306.98 ms
[2021-06-07 09:30:16 main:574] : INFO : Epoch 1723 | loss: 0.0311219 | val_loss: 0.0311515 | Time: 5379.13 ms
[2021-06-07 09:30:23 main:574] : INFO : Epoch 1724 | loss: 0.0311228 | val_loss: 0.0311532 | Time: 5483.45 ms
[2021-06-07 09:30:29 main:574] : INFO : Epoch 1725 | loss: 0.0311228 | val_loss: 0.0311532 | Time: 5323.5 ms
[2021-06-07 09:30:36 main:574] : INFO : Epoch 1726 | loss: 0.031124 | val_loss: 0.0311522 | Time: 5342.84 ms
[2021-06-07 09:30:41 main:574] : INFO : Epoch 1727 | loss: 0.0311236 | val_loss: 0.0311468 | Time: 5239.31 ms
[2021-06-07 09:30:47 main:574] : INFO : Epoch 1728 | loss: 0.031122 | val_loss: 0.0311495 | Time: 5310.85 ms
[2021-06-07 09:30:52 main:574] : INFO : Epoch 1729 | loss: 0.0311205 | val_loss: 0.0311531 | Time: 5303.36 ms
[2021-06-07 09:30:58 main:574] : INFO : Epoch 1730 | loss: 0.0311222 | val_loss: 0.0311533 | Time: 5298.84 ms
[2021-06-07 09:31:03 main:574] : INFO : Epoch 1731 | loss: 0.0311201 | val_loss: 0.0311515 | Time: 5225.75 ms
[2021-06-07 09:31:09 main:574] : INFO : Epoch 1732 | loss: 0.0311222 | val_loss: 0.0311509 | Time: 5262.88 ms
[2021-06-07 09:31:14 main:574] : INFO : Epoch 1733 | loss: 0.0311201 | val_loss: 0.03115 | Time: 5619.75 ms
[2021-06-07 09:31:20 main:574] : INFO : Epoch 1734 | loss: 0.0311191 | val_loss: 0.0311497 | Time: 5768.42 ms
[2021-06-07 09:31:26 main:574] : INFO : Epoch 1735 | loss: 0.0311196 | val_loss: 0.0311504 | Time: 5283.58 ms
[2021-06-07 09:31:31 main:574] : INFO : Epoch 1736 | loss: 0.0311197 | val_loss: 0.0311556 | Time: 5740.74 ms
[2021-06-07 09:31:37 main:574] : INFO : Epoch 1737 | loss: 0.0311275 | val_loss: 0.0311504 | Time: 5512.18 ms
[2021-06-07 09:31:43 main:574] : INFO : Epoch 1738 | loss: 0.0311251 | val_loss: 0.0311514 | Time: 5270.78 ms
[2021-06-07 09:31:50 main:574] : INFO : Epoch 1739 | loss: 0.0311228 | val_loss: 0.0311546 | Time: 5277.61 ms
[2021-06-07 09:31:56 main:574] : INFO : Epoch 1740 | loss: 0.0311245 | val_loss: 0.0311627 | Time: 5308.46 ms
[2021-06-07 09:32:02 main:574] : INFO : Epoch 1741 | loss: 0.0311266 | val_loss: 0.0311497 | Time: 5399.36 ms
[2021-06-07 09:32:09 main:574] : INFO : Epoch 1742 | loss: 0.0311209 | val_loss: 0.0311498 | Time: 5339.48 ms
[2021-06-07 09:32:15 main:574] : INFO : Epoch 1743 | loss: 0.0311206 | val_loss: 0.0311523 | Time: 5341.96 ms
[2021-06-07 09:32:21 main:574] : INFO : Epoch 1744 | loss: 0.0311224 | val_loss: 0.0311483 | Time: 5334.36 ms
[2021-06-07 09:32:27 main:574] : INFO : Epoch 1745 | loss: 0.0311221 | val_loss: 0.0311469 | Time: 5367.41 ms
[2021-06-07 09:32:32 main:574] : INFO : Epoch 1746 | loss: 0.03112 | val_loss: 0.0311505 | Time: 5330.2 ms
[2021-06-07 09:32:38 main:574] : INFO : Epoch 1747 | loss: 0.0311192 | val_loss: 0.0311496 | Time: 5388.6 ms
[2021-06-07 09:32:43 main:574] : INFO : Epoch 1748 | loss: 0.0311196 | val_loss: 0.0311495 | Time: 5368.34 ms
[2021-06-07 09:32:50 main:574] : INFO : Epoch 1749 | loss: 0.0311196 | val_loss: 0.0311495 | Time: 5195.65 ms
[2021-06-07 09:32:56 main:574] : INFO : Epoch 1750 | loss: 0.0311194 | val_loss: 0.0311482 | Time: 5375.66 ms
[2021-06-07 09:33:02 main:574] : INFO : Epoch 1751 | loss: 0.0311211 | val_loss: 0.0311503 | Time: 5383.21 ms
[2021-06-07 09:33:08 main:574] : INFO : Epoch 1752 | loss: 0.0311193 | val_loss: 0.0311512 | Time: 5358.05 ms
[2021-06-07 09:33:14 main:574] : INFO : Epoch 1753 | loss: 0.0311192 | val_loss: 0.0311466 | Time: 5306.38 ms
[2021-06-07 09:33:20 main:574] : INFO : Epoch 1754 | loss: 0.0311181 | val_loss: 0.0311469 | Time: 5578.76 ms
[2021-06-07 09:33:25 main:574] : INFO : Epoch 1755 | loss: 0.0311184 | val_loss: 0.031148 | Time: 5302.26 ms
[2021-06-07 09:33:31 main:574] : INFO : Epoch 1756 | loss: 0.0311186 | val_loss: 0.0311471 | Time: 5428.23 ms
[2021-06-07 09:33:36 main:574] : INFO : Epoch 1757 | loss: 0.0311205 | val_loss: 0.0311488 | Time: 5431.92 ms
[2021-06-07 09:33:43 main:574] : INFO : Epoch 1758 | loss: 0.0311188 | val_loss: 0.0311494 | Time: 5943.41 ms
[2021-06-07 09:33:49 main:574] : INFO : Epoch 1759 | loss: 0.0311186 | val_loss: 0.0311495 | Time: 5329.24 ms
[2021-06-07 09:33:55 main:574] : INFO : Epoch 1760 | loss: 0.0311182 | val_loss: 0.0311509 | Time: 5640.43 ms
[2021-06-07 09:34:01 main:574] : INFO : Epoch 1761 | loss: 0.0311173 | val_loss: 0.0311494 | Time: 5781.37 ms
[2021-06-07 09:34:08 main:574] : INFO : Epoch 1762 | loss: 0.0311162 | val_loss: 0.0311498 | Time: 5797.96 ms
[2021-06-07 09:34:14 main:574] : INFO : Epoch 1763 | loss: 0.0311164 | val_loss: 0.0311504 | Time: 5307.95 ms
[2021-06-07 09:34:19 main:574] : INFO : Epoch 1764 | loss: 0.0311176 | val_loss: 0.0311463 | Time: 5605.58 ms
[2021-06-07 09:34:25 main:574] : INFO : Epoch 1765 | loss: 0.0311172 | val_loss: 0.0311503 | Time: 5598.56 ms
[2021-06-07 09:34:31 main:574] : INFO : Epoch 1766 | loss: 0.031117 | val_loss: 0.0311475 | Time: 6000.92 ms
[2021-06-07 09:34:37 main:574] : INFO : Epoch 1767 | loss: 0.031117 | val_loss: 0.0311504 | Time: 5685.33 ms
[2021-06-07 09:34:44 main:574] : INFO : Epoch 1768 | loss: 0.0311208 | val_loss: 0.0311497 | Time: 5654.64 ms
[2021-06-07 09:34:50 main:574] : INFO : Epoch 1769 | loss: 0.0311205 | val_loss: 0.0311491 | Time: 5675.75 ms
[2021-06-07 09:34:56 main:574] : INFO : Epoch 1770 | loss: 0.0311179 | val_loss: 0.031147 | Time: 5347.64 ms
[2021-06-07 09:35:02 main:574] : INFO : Epoch 1771 | loss: 0.0311163 | val_loss: 0.0311494 | Time: 5907.45 ms
[2021-06-07 09:35:09 main:574] : INFO : Epoch 1772 | loss: 0.0311148 | val_loss: 0.0311491 | Time: 5314.78 ms
[2021-06-07 09:35:14 main:574] : INFO : Epoch 1773 | loss: 0.031114 | val_loss: 0.0311489 | Time: 5241.74 ms
[2021-06-07 09:35:21 main:574] : INFO : Epoch 1774 | loss: 0.0311152 | val_loss: 0.0311535 | Time: 5364.82 ms
[2021-06-07 09:35:27 main:574] : INFO : Epoch 1775 | loss: 0.0311153 | val_loss: 0.0311483 | Time: 5325.97 ms
[2021-06-07 09:35:32 main:574] : INFO : Epoch 1776 | loss: 0.0311179 | val_loss: 0.0311524 | Time: 5401.48 ms
[2021-06-07 09:35:38 main:574] : INFO : Epoch 1777 | loss: 0.0311236 | val_loss: 0.0311534 | Time: 5725.3 ms
[2021-06-07 09:35:44 main:574] : INFO : Epoch 1778 | loss: 0.0311225 | val_loss: 0.0311531 | Time: 6348.6 ms
[2021-06-07 09:35:52 main:574] : INFO : Epoch 1779 | loss: 0.0311207 | val_loss: 0.0311484 | Time: 5750.89 ms
[2021-06-07 09:35:57 main:574] : INFO : Epoch 1780 | loss: 0.031119 | val_loss: 0.0311501 | Time: 5380.15 ms
[2021-06-07 09:36:03 main:574] : INFO : Epoch 1781 | loss: 0.0311197 | val_loss: 0.0311519 | Time: 5448.38 ms
[2021-06-07 09:36:09 main:574] : INFO : Epoch 1782 | loss: 0.0311199 | val_loss: 0.0311522 | Time: 5752.86 ms
[2021-06-07 09:36:15 main:574] : INFO : Epoch 1783 | loss: 0.0311181 | val_loss: 0.0311547 | Time: 5488.36 ms
[2021-06-07 09:36:21 main:574] : INFO : Epoch 1784 | loss: 0.0311193 | val_loss: 0.0311506 | Time: 5259.57 ms
[2021-06-07 09:36:27 main:574] : INFO : Epoch 1785 | loss: 0.0311203 | val_loss: 0.0311522 | Time: 5337.71 ms
[2021-06-07 09:36:34 main:574] : INFO : Epoch 1786 | loss: 0.0311213 | val_loss: 0.0311496 | Time: 5416.07 ms
[2021-06-07 09:36:40 main:574] : INFO : Epoch 1787 | loss: 0.0311238 | val_loss: 0.0311491 | Time: 5397.35 ms
[2021-06-07 09:36:47 main:574] : INFO : Epoch 1788 | loss: 0.031125 | val_loss: 0.0311496 | Time: 5394.27 ms
[2021-06-07 09:36:52 main:574] : INFO : Epoch 1789 | loss: 0.031123 | val_loss: 0.0311485 | Time: 5596.94 ms
[2021-06-07 09:36:59 main:574] : INFO : Epoch 1790 | loss: 0.0311208 | val_loss: 0.0311488 | Time: 5423.09 ms
[2021-06-07 09:37:04 main:574] : INFO : Epoch 1791 | loss: 0.0311223 | val_loss: 0.0311511 | Time: 5364.87 ms
[2021-06-07 09:37:11 main:574] : INFO : Epoch 1792 | loss: 0.0311209 | val_loss: 0.0311515 | Time: 5355.43 ms
[2021-06-07 09:37:17 main:574] : INFO : Epoch 1793 | loss: 0.0311191 | val_loss: 0.0311462 | Time: 5308.95 ms
[2021-06-07 09:37:22 main:574] : INFO : Epoch 1794 | loss: 0.0311177 | val_loss: 0.031148 | Time: 5532.93 ms
[2021-06-07 09:37:29 main:574] : INFO : Epoch 1795 | loss: 0.0311172 | val_loss: 0.0311511 | Time: 5885.39 ms
[2021-06-07 09:37:38 main:574] : INFO : Epoch 1796 | loss: 0.0311168 | val_loss: 0.0311485 | Time: 7235.35 ms
[2021-06-07 09:37:44 main:574] : INFO : Epoch 1797 | loss: 0.0311161 | val_loss: 0.0311485 | Time: 6116.65 ms
[2021-06-07 09:37:52 main:574] : INFO : Epoch 1798 | loss: 0.0311172 | val_loss: 0.0311476 | Time: 5810.62 ms
[2021-06-07 09:37:58 main:574] : INFO : Epoch 1799 | loss: 0.0311193 | val_loss: 0.0311494 | Time: 5313.44 ms
[2021-06-07 09:38:04 main:574] : INFO : Epoch 1800 | loss: 0.0311195 | val_loss: 0.031151 | Time: 5337.36 ms
[2021-06-07 09:38:11 main:574] : INFO : Epoch 1801 | loss: 0.0311163 | val_loss: 0.031148 | Time: 5287.19 ms
[2021-06-07 09:38:17 main:574] : INFO : Epoch 1802 | loss: 0.0311186 | val_loss: 0.0311496 | Time: 5299.54 ms
[2021-06-07 09:38:23 main:574] : INFO : Epoch 1803 | loss: 0.0311206 | val_loss: 0.0311479 | Time: 5338.98 ms
[2021-06-07 09:38:29 main:574] : INFO : Epoch 1804 | loss: 0.0311186 | val_loss: 0.0311518 | Time: 5312.27 ms
[2021-06-07 09:38:35 main:574] : INFO : Epoch 1805 | loss: 0.0311182 | val_loss: 0.0311463 | Time: 5298.61 ms
[2021-06-07 09:38:41 main:574] : INFO : Epoch 1806 | loss: 0.0311207 | val_loss: 0.0311509 | Time: 5309.26 ms
[2021-06-07 09:38:47 main:574] : INFO : Epoch 1807 | loss: 0.031121 | val_loss: 0.0311488 | Time: 5324.21 ms
[2021-06-07 09:38:52 main:574] : INFO : Epoch 1808 | loss: 0.0311158 | val_loss: 0.0311504 | Time: 5339.67 ms
[2021-06-07 09:38:58 main:574] : INFO : Epoch 1809 | loss: 0.0311158 | val_loss: 0.0311501 | Time: 5348.98 ms
[2021-06-07 09:39:03 main:574] : INFO : Epoch 1810 | loss: 0.031116 | val_loss: 0.031146 | Time: 5242.64 ms
[2021-06-07 09:39:09 main:574] : INFO : Epoch 1811 | loss: 0.0311189 | val_loss: 0.0311478 | Time: 5279.06 ms
[2021-06-07 09:39:14 main:574] : INFO : Epoch 1812 | loss: 0.0311227 | val_loss: 0.0311524 | Time: 5312.19 ms
[2021-06-07 09:39:20 main:574] : INFO : Epoch 1813 | loss: 0.0311216 | val_loss: 0.0311559 | Time: 5282.87 ms
[2021-06-07 09:39:25 main:574] : INFO : Epoch 1814 | loss: 0.0311183 | val_loss: 0.0311482 | Time: 5342.74 ms
[2021-06-07 09:39:31 main:574] : INFO : Epoch 1815 | loss: 0.0311167 | val_loss: 0.0311517 | Time: 5327.89 ms
[2021-06-07 09:39:37 main:574] : INFO : Epoch 1816 | loss: 0.0311158 | val_loss: 0.0311514 | Time: 5358.16 ms
[2021-06-07 09:39:42 main:574] : INFO : Epoch 1817 | loss: 0.0311155 | val_loss: 0.0311497 | Time: 5243.42 ms
[2021-06-07 09:39:48 main:574] : INFO : Epoch 1818 | loss: 0.0311191 | val_loss: 0.0311521 | Time: 5261.06 ms
[2021-06-07 09:39:53 main:574] : INFO : Epoch 1819 | loss: 0.0311182 | val_loss: 0.0311484 | Time: 5329.1 ms
[2021-06-07 09:39:58 main:574] : INFO : Epoch 1820 | loss: 0.0311161 | val_loss: 0.0311529 | Time: 5360.9 ms
[2021-06-07 09:40:05 main:574] : INFO : Epoch 1821 | loss: 0.0311171 | val_loss: 0.0311538 | Time: 5449.4 ms
[2021-06-07 09:40:10 main:574] : INFO : Epoch 1822 | loss: 0.0311154 | val_loss: 0.0311562 | Time: 5370.77 ms
[2021-06-07 09:40:16 main:574] : INFO : Epoch 1823 | loss: 0.0311187 | val_loss: 0.0311552 | Time: 5435.74 ms
[2021-06-07 09:40:21 main:574] : INFO : Epoch 1824 | loss: 0.0311181 | val_loss: 0.0311541 | Time: 5531.28 ms
[2021-06-07 09:40:28 main:574] : INFO : Epoch 1825 | loss: 0.0311173 | val_loss: 0.0311542 | Time: 6447.15 ms
[2021-06-07 09:40:40 main:574] : INFO : Epoch 1826 | loss: 0.0311176 | val_loss: 0.0311567 | Time: 11634.8 ms
[2021-06-07 09:40:55 main:574] : INFO : Epoch 1827 | loss: 0.031121 | val_loss: 0.0311557 | Time: 10518.8 ms
[2021-06-07 09:41:01 main:574] : INFO : Epoch 1828 | loss: 0.0311239 | val_loss: 0.0311523 | Time: 5402.7 ms
[2021-06-07 09:41:07 main:574] : INFO : Epoch 1829 | loss: 0.0311231 | val_loss: 0.0311495 | Time: 5331.31 ms
[2021-06-07 09:41:14 main:574] : INFO : Epoch 1830 | loss: 0.0311214 | val_loss: 0.0311526 | Time: 5370.54 ms
[2021-06-07 09:41:20 main:574] : INFO : Epoch 1831 | loss: 0.0311205 | val_loss: 0.0311518 | Time: 5336.46 ms
[2021-06-07 09:41:32 main:574] : INFO : Epoch 1832 | loss: 0.0311195 | val_loss: 0.0311535 | Time: 9629.26 ms
[2021-06-07 09:41:38 main:574] : INFO : Epoch 1833 | loss: 0.0311192 | val_loss: 0.0311501 | Time: 5299.12 ms
[2021-06-07 09:41:45 main:574] : INFO : Epoch 1834 | loss: 0.0311191 | val_loss: 0.0311513 | Time: 5379.69 ms
[2021-06-07 09:41:51 main:574] : INFO : Epoch 1835 | loss: 0.0311189 | val_loss: 0.0311481 | Time: 5736.73 ms
[2021-06-07 09:42:01 main:574] : INFO : Epoch 1836 | loss: 0.0311188 | val_loss: 0.031147 | Time: 7754.37 ms
[2021-06-07 09:42:07 main:574] : INFO : Epoch 1837 | loss: 0.0311209 | val_loss: 0.0311526 | Time: 5328.8 ms
[2021-06-07 09:42:13 main:574] : INFO : Epoch 1838 | loss: 0.0311196 | val_loss: 0.0311471 | Time: 5280.18 ms
[2021-06-07 09:42:20 main:574] : INFO : Epoch 1839 | loss: 0.0311197 | val_loss: 0.0311498 | Time: 5305.56 ms
[2021-06-07 09:42:26 main:574] : INFO : Epoch 1840 | loss: 0.0311183 | val_loss: 0.0311484 | Time: 5400.19 ms
[2021-06-07 09:42:32 main:574] : INFO : Epoch 1841 | loss: 0.0311191 | val_loss: 0.0311483 | Time: 5428.33 ms
[2021-06-07 09:42:37 main:574] : INFO : Epoch 1842 | loss: 0.0311205 | val_loss: 0.0311542 | Time: 5321.62 ms
[2021-06-07 09:42:44 main:574] : INFO : Epoch 1843 | loss: 0.0311242 | val_loss: 0.0311522 | Time: 5673.23 ms
[2021-06-07 09:42:50 main:574] : INFO : Epoch 1844 | loss: 0.0311259 | val_loss: 0.0311505 | Time: 5377.7 ms
[2021-06-07 09:42:56 main:574] : INFO : Epoch 1845 | loss: 0.0311276 | val_loss: 0.031151 | Time: 5311.48 ms
[2021-06-07 09:43:04 main:574] : INFO : Epoch 1846 | loss: 0.0311238 | val_loss: 0.0311447 | Time: 7258.31 ms
[2021-06-07 09:43:13 main:574] : INFO : Epoch 1847 | loss: 0.0311256 | val_loss: 0.031147 | Time: 7207.21 ms
[2021-06-07 09:43:19 main:574] : INFO : Epoch 1848 | loss: 0.0311238 | val_loss: 0.0311442 | Time: 5720.33 ms
[2021-06-07 09:43:26 main:574] : INFO : Epoch 1849 | loss: 0.031122 | val_loss: 0.0311481 | Time: 6122.5 ms
[2021-06-07 09:43:32 main:574] : INFO : Epoch 1850 | loss: 0.0311236 | val_loss: 0.0311436 | Time: 5325.62 ms
[2021-06-07 09:43:38 main:574] : INFO : Epoch 1851 | loss: 0.0311262 | val_loss: 0.0311448 | Time: 5345.02 ms
[2021-06-07 09:43:44 main:574] : INFO : Epoch 1852 | loss: 0.0311236 | val_loss: 0.0311473 | Time: 5342.36 ms
[2021-06-07 09:43:51 main:574] : INFO : Epoch 1853 | loss: 0.0311214 | val_loss: 0.0311447 | Time: 5363.91 ms
[2021-06-07 09:43:56 main:574] : INFO : Epoch 1854 | loss: 0.0311229 | val_loss: 0.0311476 | Time: 5361.11 ms
[2021-06-07 09:44:02 main:574] : INFO : Epoch 1855 | loss: 0.0311235 | val_loss: 0.0311454 | Time: 5316.97 ms
[2021-06-07 09:44:08 main:574] : INFO : Epoch 1856 | loss: 0.0311214 | val_loss: 0.0311478 | Time: 5476.38 ms
[2021-06-07 09:44:13 main:574] : INFO : Epoch 1857 | loss: 0.0311236 | val_loss: 0.0311493 | Time: 5317.63 ms
[2021-06-07 09:44:19 main:574] : INFO : Epoch 1858 | loss: 0.0311241 | val_loss: 0.0311462 | Time: 5254.65 ms
[2021-06-07 09:44:26 main:574] : INFO : Epoch 1859 | loss: 0.0311203 | val_loss: 0.0311451 | Time: 5491.63 ms
[2021-06-07 09:44:32 main:574] : INFO : Epoch 1860 | loss: 0.0311206 | val_loss: 0.0311469 | Time: 5538.34 ms
[2021-06-07 09:44:38 main:574] : INFO : Epoch 1861 | loss: 0.0311199 | val_loss: 0.0311478 | Time: 5336.2 ms
[2021-06-07 09:44:44 main:574] : INFO : Epoch 1862 | loss: 0.0311185 | val_loss: 0.0311508 | Time: 5394.62 ms
[2021-06-07 09:44:50 main:574] : INFO : Epoch 1863 | loss: 0.0311211 | val_loss: 0.031146 | Time: 5314.25 ms
[2021-06-07 09:44:56 main:574] : INFO : Epoch 1864 | loss: 0.0311214 | val_loss: 0.0311551 | Time: 5516.34 ms
[2021-06-07 09:45:02 main:574] : INFO : Epoch 1865 | loss: 0.0311205 | val_loss: 0.0311463 | Time: 5327.9 ms
[2021-06-07 09:45:07 main:574] : INFO : Epoch 1866 | loss: 0.0311168 | val_loss: 0.0311476 | Time: 5442.11 ms
[2021-06-07 09:45:13 main:574] : INFO : Epoch 1867 | loss: 0.0311169 | val_loss: 0.0311511 | Time: 5338.5 ms
[2021-06-07 09:45:18 main:574] : INFO : Epoch 1868 | loss: 0.0311189 | val_loss: 0.0311476 | Time: 5315.22 ms
[2021-06-07 09:45:25 main:574] : INFO : Epoch 1869 | loss: 0.03112 | val_loss: 0.0311503 | Time: 5299.34 ms
[2021-06-07 09:45:30 main:574] : INFO : Epoch 1870 | loss: 0.0311344 | val_loss: 0.0311506 | Time: 5308.82 ms
[2021-06-07 09:45:35 main:574] : INFO : Epoch 1871 | loss: 0.031131 | val_loss: 0.0311507 | Time: 5314.07 ms
[2021-06-07 09:45:41 main:574] : INFO : Epoch 1872 | loss: 0.0311287 | val_loss: 0.03115 | Time: 5439.88 ms
[2021-06-07 09:45:47 main:574] : INFO : Epoch 1873 | loss: 0.0311266 | val_loss: 0.0311488 | Time: 5437 ms
[2021-06-07 09:45:54 main:574] : INFO : Epoch 1874 | loss: 0.0311248 | val_loss: 0.0311478 | Time: 5792.4 ms
[2021-06-07 09:46:00 main:574] : INFO : Epoch 1875 | loss: 0.0311247 | val_loss: 0.0311495 | Time: 5303.27 ms
[2021-06-07 09:46:05 main:574] : INFO : Epoch 1876 | loss: 0.0311266 | val_loss: 0.0311488 | Time: 5443.63 ms
[2021-06-07 09:46:11 main:574] : INFO : Epoch 1877 | loss: 0.0311246 | val_loss: 0.0311441 | Time: 5345.18 ms
[2021-06-07 09:46:16 main:574] : INFO : Epoch 1878 | loss: 0.0311235 | val_loss: 0.0311481 | Time: 5508.64 ms
[2021-06-07 09:46:22 main:574] : INFO : Epoch 1879 | loss: 0.0311227 | val_loss: 0.0311455 | Time: 5312.58 ms
[2021-06-07 09:46:27 main:574] : INFO : Epoch 1880 | loss: 0.0311212 | val_loss: 0.0311509 | Time: 5387.19 ms
[2021-06-07 09:46:33 main:574] : INFO : Epoch 1881 | loss: 0.0311213 | val_loss: 0.0311458 | Time: 5345.87 ms
[2021-06-07 09:46:39 main:574] : INFO : Epoch 1882 | loss: 0.03112 | val_loss: 0.0311479 | Time: 5511.55 ms
[2021-06-07 09:46:45 main:574] : INFO : Epoch 1883 | loss: 0.0311206 | val_loss: 0.031151 | Time: 5298.15 ms
[2021-06-07 09:46:50 main:574] : INFO : Epoch 1884 | loss: 0.0311224 | val_loss: 0.0311532 | Time: 5372.39 ms
[2021-06-07 09:46:56 main:574] : INFO : Epoch 1885 | loss: 0.0311233 | val_loss: 0.03115 | Time: 5639.58 ms
[2021-06-07 09:47:02 main:574] : INFO : Epoch 1886 | loss: 0.0311219 | val_loss: 0.0311485 | Time: 5448 ms
[2021-06-07 09:47:08 main:574] : INFO : Epoch 1887 | loss: 0.0311221 | val_loss: 0.0311514 | Time: 5333.59 ms
[2021-06-07 09:47:14 main:574] : INFO : Epoch 1888 | loss: 0.0311235 | val_loss: 0.0311563 | Time: 5329.77 ms
[2021-06-07 09:47:20 main:574] : INFO : Epoch 1889 | loss: 0.031119 | val_loss: 0.0311499 | Time: 5300.48 ms
[2021-06-07 09:47:26 main:574] : INFO : Epoch 1890 | loss: 0.0311165 | val_loss: 0.0311492 | Time: 5427.75 ms
[2021-06-07 09:47:33 main:574] : INFO : Epoch 1891 | loss: 0.0311167 | val_loss: 0.0311504 | Time: 5574.15 ms
[2021-06-07 09:47:39 main:574] : INFO : Epoch 1892 | loss: 0.0311169 | val_loss: 0.0311502 | Time: 5301.85 ms
[2021-06-07 09:47:46 main:574] : INFO : Epoch 1893 | loss: 0.0311165 | val_loss: 0.0311469 | Time: 5713.43 ms
[2021-06-07 09:47:52 main:574] : INFO : Epoch 1894 | loss: 0.0311168 | val_loss: 0.0311483 | Time: 5192.11 ms
[2021-06-07 09:47:57 main:574] : INFO : Epoch 1895 | loss: 0.0311154 | val_loss: 0.0311461 | Time: 5300.29 ms
[2021-06-07 09:48:03 main:574] : INFO : Epoch 1896 | loss: 0.0311154 | val_loss: 0.0311512 | Time: 5324.53 ms
[2021-06-07 09:48:09 main:574] : INFO : Epoch 1897 | loss: 0.0311167 | val_loss: 0.0311537 | Time: 5886.11 ms
[2021-06-07 09:48:15 main:574] : INFO : Epoch 1898 | loss: 0.0311171 | val_loss: 0.0311484 | Time: 5733.94 ms
[2021-06-07 09:48:20 main:574] : INFO : Epoch 1899 | loss: 0.0311147 | val_loss: 0.031148 | Time: 5319.25 ms
[2021-06-07 09:48:26 main:574] : INFO : Epoch 1900 | loss: 0.0311152 | val_loss: 0.031147 | Time: 5536.15 ms
[2021-06-07 09:48:31 main:574] : INFO : Epoch 1901 | loss: 0.0311142 | val_loss: 0.0311512 | Time: 5325.53 ms
[2021-06-07 09:48:37 main:574] : INFO : Epoch 1902 | loss: 0.0311142 | val_loss: 0.0311532 | Time: 5590.3 ms
[2021-06-07 09:48:43 main:574] : INFO : Epoch 1903 | loss: 0.0311167 | val_loss: 0.0311615 | Time: 5311.45 ms
[2021-06-07 09:48:49 main:574] : INFO : Epoch 1904 | loss: 0.0311191 | val_loss: 0.0311482 | Time: 5328.91 ms
[2021-06-07 09:48:54 main:574] : INFO : Epoch 1905 | loss: 0.0311135 | val_loss: 0.0311464 | Time: 5588.18 ms
[2021-06-07 09:49:01 main:574] : INFO : Epoch 1906 | loss: 0.0311156 | val_loss: 0.0311507 | Time: 5514.05 ms
[2021-06-07 09:49:07 main:574] : INFO : Epoch 1907 | loss: 0.0311153 | val_loss: 0.0311499 | Time: 5398.34 ms
[2021-06-07 09:49:13 main:574] : INFO : Epoch 1908 | loss: 0.0311156 | val_loss: 0.0311513 | Time: 5476.2 ms
[2021-06-07 09:49:18 main:574] : INFO : Epoch 1909 | loss: 0.0311172 | val_loss: 0.031148 | Time: 5341.33 ms
[2021-06-07 09:49:25 main:574] : INFO : Epoch 1910 | loss: 0.0311176 | val_loss: 0.0311472 | Time: 5661.4 ms
[2021-06-07 09:49:30 main:574] : INFO : Epoch 1911 | loss: 0.0311168 | val_loss: 0.0311488 | Time: 5347.59 ms
[2021-06-07 09:49:36 main:574] : INFO : Epoch 1912 | loss: 0.0311156 | val_loss: 0.0311491 | Time: 5313.16 ms
[2021-06-07 09:49:42 main:574] : INFO : Epoch 1913 | loss: 0.0311183 | val_loss: 0.0311491 | Time: 5307.27 ms
[2021-06-07 09:49:48 main:574] : INFO : Epoch 1914 | loss: 0.0311164 | val_loss: 0.0311537 | Time: 5246.44 ms
[2021-06-07 09:49:53 main:574] : INFO : Epoch 1915 | loss: 0.0311177 | val_loss: 0.0311488 | Time: 5256.35 ms
[2021-06-07 09:49:58 main:574] : INFO : Epoch 1916 | loss: 0.0311171 | val_loss: 0.0311536 | Time: 5468.29 ms
[2021-06-07 09:50:05 main:574] : INFO : Epoch 1917 | loss: 0.0311157 | val_loss: 0.0311508 | Time: 5780.43 ms
[2021-06-07 09:50:11 main:574] : INFO : Epoch 1918 | loss: 0.0311151 | val_loss: 0.0311528 | Time: 5353.86 ms
[2021-06-07 09:50:17 main:574] : INFO : Epoch 1919 | loss: 0.0311258 | val_loss: 0.0311488 | Time: 5349.82 ms
[2021-06-07 09:50:24 main:574] : INFO : Epoch 1920 | loss: 0.031126 | val_loss: 0.0311503 | Time: 5372.19 ms
[2021-06-07 09:50:29 main:574] : INFO : Epoch 1921 | loss: 0.0311224 | val_loss: 0.031147 | Time: 5362.06 ms
[2021-06-07 09:50:35 main:574] : INFO : Epoch 1922 | loss: 0.0311198 | val_loss: 0.0311488 | Time: 5343.84 ms
[2021-06-07 09:50:40 main:574] : INFO : Epoch 1923 | loss: 0.03112 | val_loss: 0.0311493 | Time: 5541.69 ms
[2021-06-07 09:50:48 main:574] : INFO : Epoch 1924 | loss: 0.031127 | val_loss: 0.0311521 | Time: 7789.31 ms
[2021-06-07 09:50:55 main:574] : INFO : Epoch 1925 | loss: 0.0311305 | val_loss: 0.03115 | Time: 6402.52 ms
[2021-06-07 09:51:01 main:574] : INFO : Epoch 1926 | loss: 0.0311288 | val_loss: 0.0311482 | Time: 5320.13 ms
[2021-06-07 09:51:08 main:574] : INFO : Epoch 1927 | loss: 0.0311245 | val_loss: 0.0311478 | Time: 6426.75 ms
[2021-06-07 09:51:15 main:574] : INFO : Epoch 1928 | loss: 0.0311243 | val_loss: 0.0311471 | Time: 6344.49 ms
[2021-06-07 09:51:21 main:574] : INFO : Epoch 1929 | loss: 0.0311252 | val_loss: 0.0311618 | Time: 5336.1 ms
[2021-06-07 09:51:26 main:574] : INFO : Epoch 1930 | loss: 0.031124 | val_loss: 0.031146 | Time: 5307.13 ms
[2021-06-07 09:51:31 main:574] : INFO : Epoch 1931 | loss: 0.0311212 | val_loss: 0.0311456 | Time: 5328.72 ms
[2021-06-07 09:51:37 main:574] : INFO : Epoch 1932 | loss: 0.0311207 | val_loss: 0.031146 | Time: 5344.48 ms
[2021-06-07 09:51:42 main:574] : INFO : Epoch 1933 | loss: 0.0311197 | val_loss: 0.0311513 | Time: 5302.53 ms
[2021-06-07 09:51:48 main:574] : INFO : Epoch 1934 | loss: 0.0311256 | val_loss: 0.0311484 | Time: 5370.39 ms
[2021-06-07 09:51:53 main:574] : INFO : Epoch 1935 | loss: 0.0311242 | val_loss: 0.0311506 | Time: 5292.35 ms
[2021-06-07 09:51:59 main:574] : INFO : Epoch 1936 | loss: 0.0311231 | val_loss: 0.031148 | Time: 5380.86 ms
[2021-06-07 09:52:05 main:574] : INFO : Epoch 1937 | loss: 0.0311219 | val_loss: 0.0311499 | Time: 5671.15 ms
[2021-06-07 09:52:10 main:574] : INFO : Epoch 1938 | loss: 0.0311224 | val_loss: 0.0311472 | Time: 5257.81 ms
[2021-06-07 09:52:16 main:574] : INFO : Epoch 1939 | loss: 0.0311185 | val_loss: 0.0311488 | Time: 5364.84 ms
[2021-06-07 09:52:22 main:574] : INFO : Epoch 1940 | loss: 0.0311181 | val_loss: 0.0311475 | Time: 5314.36 ms
[2021-06-07 09:52:27 main:574] : INFO : Epoch 1941 | loss: 0.0311185 | val_loss: 0.031146 | Time: 5344.24 ms
[2021-06-07 09:52:33 main:574] : INFO : Epoch 1942 | loss: 0.0311218 | val_loss: 0.0311534 | Time: 5361.43 ms
[2021-06-07 09:52:39 main:574] : INFO : Epoch 1943 | loss: 0.0311208 | val_loss: 0.0311514 | Time: 5358.06 ms
[2021-06-07 09:52:45 main:574] : INFO : Epoch 1944 | loss: 0.0311222 | val_loss: 0.0311468 | Time: 5908.18 ms
[2021-06-07 09:52:51 main:574] : INFO : Epoch 1945 | loss: 0.031119 | val_loss: 0.0311469 | Time: 5545.75 ms
[2021-06-07 09:52:57 main:574] : INFO : Epoch 1946 | loss: 0.0311172 | val_loss: 0.0311492 | Time: 6064.32 ms
[2021-06-07 09:53:04 main:574] : INFO : Epoch 1947 | loss: 0.0311206 | val_loss: 0.0311533 | Time: 5782.27 ms
[2021-06-07 09:53:10 main:574] : INFO : Epoch 1948 | loss: 0.0311211 | val_loss: 0.0311532 | Time: 5415.35 ms
[2021-06-07 09:53:15 main:574] : INFO : Epoch 1949 | loss: 0.0311219 | val_loss: 0.0311493 | Time: 5318.62 ms
[2021-06-07 09:53:21 main:574] : INFO : Epoch 1950 | loss: 0.0311158 | val_loss: 0.03115 | Time: 5281.3 ms
[2021-06-07 09:53:28 main:574] : INFO : Epoch 1951 | loss: 0.0311154 | val_loss: 0.031148 | Time: 5298.27 ms
[2021-06-07 09:53:33 main:574] : INFO : Epoch 1952 | loss: 0.0311171 | val_loss: 0.0311506 | Time: 5440.99 ms
[2021-06-07 09:53:41 main:574] : INFO : Epoch 1953 | loss: 0.0311156 | val_loss: 0.0311473 | Time: 6512.7 ms
[2021-06-07 09:53:47 main:574] : INFO : Epoch 1954 | loss: 0.0311159 | val_loss: 0.0311449 | Time: 6062.82 ms
[2021-06-07 09:53:53 main:574] : INFO : Epoch 1955 | loss: 0.0311363 | val_loss: 0.0311493 | Time: 6071.79 ms
[2021-06-07 09:54:00 main:574] : INFO : Epoch 1956 | loss: 0.0311381 | val_loss: 0.0311471 | Time: 6061.45 ms
[2021-06-07 09:54:06 main:574] : INFO : Epoch 1957 | loss: 0.0311346 | val_loss: 0.0311459 | Time: 5270.31 ms
[2021-06-07 09:54:11 main:574] : INFO : Epoch 1958 | loss: 0.0311315 | val_loss: 0.0311435 | Time: 5342.36 ms
[2021-06-07 09:54:17 main:574] : INFO : Epoch 1959 | loss: 0.0311291 | val_loss: 0.0311421 | Time: 5286.92 ms
[2021-06-07 09:54:22 main:574] : INFO : Epoch 1960 | loss: 0.0311274 | val_loss: 0.0311468 | Time: 5289.11 ms
[2021-06-07 09:54:28 main:574] : INFO : Epoch 1961 | loss: 0.0311283 | val_loss: 0.0311444 | Time: 5299.36 ms
[2021-06-07 09:54:33 main:574] : INFO : Epoch 1962 | loss: 0.0311263 | val_loss: 0.0311431 | Time: 5283.66 ms
[2021-06-07 09:54:39 main:574] : INFO : Epoch 1963 | loss: 0.0311257 | val_loss: 0.0311464 | Time: 5431.72 ms
[2021-06-07 09:54:44 main:574] : INFO : Epoch 1964 | loss: 0.0311257 | val_loss: 0.0311465 | Time: 5348.41 ms
[2021-06-07 09:54:50 main:574] : INFO : Epoch 1965 | loss: 0.0311248 | val_loss: 0.0311429 | Time: 5486.82 ms
[2021-06-07 09:54:55 main:574] : INFO : Epoch 1966 | loss: 0.0311234 | val_loss: 0.0311468 | Time: 5408.65 ms
[2021-06-07 09:55:01 main:574] : INFO : Epoch 1967 | loss: 0.031128 | val_loss: 0.0311481 | Time: 5399.22 ms
[2021-06-07 09:55:06 main:574] : INFO : Epoch 1968 | loss: 0.0311234 | val_loss: 0.031144 | Time: 5342.94 ms
[2021-06-07 09:55:12 main:574] : INFO : Epoch 1969 | loss: 0.0311245 | val_loss: 0.0311511 | Time: 5358.63 ms
[2021-06-07 09:55:18 main:574] : INFO : Epoch 1970 | loss: 0.0311232 | val_loss: 0.0311455 | Time: 5243.62 ms
[2021-06-07 09:55:23 main:574] : INFO : Epoch 1971 | loss: 0.0311214 | val_loss: 0.0311457 | Time: 5325.48 ms
[2021-06-07 09:55:29 main:574] : INFO : Epoch 1972 | loss: 0.0311206 | val_loss: 0.0311426 | Time: 5687.01 ms
[2021-06-07 09:55:35 main:574] : INFO : Epoch 1973 | loss: 0.03112 | val_loss: 0.0311436 | Time: 5387.3 ms
[2021-06-07 09:55:42 main:574] : INFO : Epoch 1974 | loss: 0.0311205 | val_loss: 0.0311442 | Time: 5462.29 ms
[2021-06-07 09:55:47 main:574] : INFO : Epoch 1975 | loss: 0.0311181 | val_loss: 0.0311436 | Time: 5327.99 ms
[2021-06-07 09:55:53 main:574] : INFO : Epoch 1976 | loss: 0.0311187 | val_loss: 0.0311486 | Time: 5279.73 ms
[2021-06-07 09:55:59 main:574] : INFO : Epoch 1977 | loss: 0.0311201 | val_loss: 0.0311434 | Time: 5290.26 ms
[2021-06-07 09:56:04 main:574] : INFO : Epoch 1978 | loss: 0.0311204 | val_loss: 0.031149 | Time: 5302.61 ms
[2021-06-07 09:56:11 main:574] : INFO : Epoch 1979 | loss: 0.0311202 | val_loss: 0.0311492 | Time: 5374.05 ms
[2021-06-07 09:56:16 main:574] : INFO : Epoch 1980 | loss: 0.031118 | val_loss: 0.0311482 | Time: 5361.12 ms
[2021-06-07 09:56:22 main:574] : INFO : Epoch 1981 | loss: 0.0311188 | val_loss: 0.0311445 | Time: 5502.33 ms
[2021-06-07 09:56:27 main:574] : INFO : Epoch 1982 | loss: 0.0311186 | val_loss: 0.0311511 | Time: 5250.72 ms
[2021-06-07 09:56:33 main:574] : INFO : Epoch 1983 | loss: 0.0311208 | val_loss: 0.0311475 | Time: 5300.94 ms
[2021-06-07 09:56:38 main:574] : INFO : Epoch 1984 | loss: 0.0311193 | val_loss: 0.0311495 | Time: 5275.88 ms
[2021-06-07 09:56:44 main:574] : INFO : Epoch 1985 | loss: 0.0311173 | val_loss: 0.0311426 | Time: 5300.81 ms
[2021-06-07 09:56:49 main:574] : INFO : Epoch 1986 | loss: 0.0311219 | val_loss: 0.031147 | Time: 5374.15 ms
[2021-06-07 09:56:55 main:574] : INFO : Epoch 1987 | loss: 0.0311204 | val_loss: 0.031146 | Time: 5343.81 ms
[2021-06-07 09:57:00 main:574] : INFO : Epoch 1988 | loss: 0.0311179 | val_loss: 0.0311468 | Time: 5371.69 ms
[2021-06-07 09:57:06 main:574] : INFO : Epoch 1989 | loss: 0.0311237 | val_loss: 0.0311501 | Time: 5416.28 ms
[2021-06-07 09:57:11 main:574] : INFO : Epoch 1990 | loss: 0.0311295 | val_loss: 0.0311471 | Time: 5356 ms
[2021-06-07 09:57:17 main:574] : INFO : Epoch 1991 | loss: 0.0311246 | val_loss: 0.0311489 | Time: 5276.02 ms
[2021-06-07 09:57:22 main:574] : INFO : Epoch 1992 | loss: 0.0311236 | val_loss: 0.0311457 | Time: 5311.93 ms
[2021-06-07 09:57:28 main:574] : INFO : Epoch 1993 | loss: 0.0311203 | val_loss: 0.0311474 | Time: 5359.31 ms
[2021-06-07 09:57:33 main:574] : INFO : Epoch 1994 | loss: 0.0311213 | val_loss: 0.0311495 | Time: 5343.64 ms
[2021-06-07 09:57:39 main:574] : INFO : Epoch 1995 | loss: 0.031121 | val_loss: 0.0311488 | Time: 5372.13 ms
[2021-06-07 09:57:44 main:574] : INFO : Epoch 1996 | loss: 0.0311199 | val_loss: 0.0311451 | Time: 5352.27 ms
[2021-06-07 09:57:49 main:574] : INFO : Epoch 1997 | loss: 0.0311181 | val_loss: 0.0311453 | Time: 5297.87 ms
[2021-06-07 09:57:55 main:574] : INFO : Epoch 1998 | loss: 0.0311188 | val_loss: 0.0311487 | Time: 5237.9 ms
[2021-06-07 09:58:01 main:574] : INFO : Epoch 1999 | loss: 0.0311184 | val_loss: 0.0311439 | Time: 5614.6 ms
[2021-06-07 09:58:07 main:574] : INFO : Epoch 2000 | loss: 0.0311173 | val_loss: 0.0311446 | Time: 5449.15 ms
[2021-06-07 09:58:12 main:574] : INFO : Epoch 2001 | loss: 0.031117 | val_loss: 0.0311479 | Time: 5387.8 ms
[2021-06-07 09:58:18 main:574] : INFO : Epoch 2002 | loss: 0.0311163 | val_loss: 0.0311467 | Time: 5344.36 ms
[2021-06-07 09:58:23 main:574] : INFO : Epoch 2003 | loss: 0.0311239 | val_loss: 0.0311469 | Time: 5404.28 ms
[2021-06-07 09:58:29 main:574] : INFO : Epoch 2004 | loss: 0.0311188 | val_loss: 0.0311433 | Time: 5327.73 ms
[2021-06-07 09:58:34 main:574] : INFO : Epoch 2005 | loss: 0.0311158 | val_loss: 0.0311485 | Time: 5326.77 ms
[2021-06-07 09:58:39 main:574] : INFO : Epoch 2006 | loss: 0.0311155 | val_loss: 0.0311419 | Time: 5380.26 ms
[2021-06-07 09:58:45 main:574] : INFO : Epoch 2007 | loss: 0.0311167 | val_loss: 0.0311451 | Time: 5404.31 ms
[2021-06-07 09:58:50 main:574] : INFO : Epoch 2008 | loss: 0.0311162 | val_loss: 0.0311429 | Time: 5338.24 ms
[2021-06-07 09:58:56 main:574] : INFO : Epoch 2009 | loss: 0.031115 | val_loss: 0.0311441 | Time: 5297.19 ms
[2021-06-07 09:59:01 main:574] : INFO : Epoch 2010 | loss: 0.031117 | val_loss: 0.0311433 | Time: 5309.96 ms
[2021-06-07 09:59:07 main:574] : INFO : Epoch 2011 | loss: 0.0311187 | val_loss: 0.0311469 | Time: 5349.32 ms
[2021-06-07 09:59:12 main:574] : INFO : Epoch 2012 | loss: 0.0311159 | val_loss: 0.0311464 | Time: 5318.71 ms
[2021-06-07 09:59:18 main:574] : INFO : Epoch 2013 | loss: 0.0311138 | val_loss: 0.0311449 | Time: 5298.54 ms
[2021-06-07 09:59:23 main:574] : INFO : Epoch 2014 | loss: 0.0311134 | val_loss: 0.0311462 | Time: 5267.89 ms
[2021-06-07 09:59:28 main:574] : INFO : Epoch 2015 | loss: 0.0311131 | val_loss: 0.0311417 | Time: 5298.14 ms
[2021-06-07 09:59:35 main:574] : INFO : Epoch 2016 | loss: 0.0311139 | val_loss: 0.0311421 | Time: 5322.96 ms
[2021-06-07 09:59:41 main:574] : INFO : Epoch 2017 | loss: 0.0311155 | val_loss: 0.0311465 | Time: 5337.5 ms
[2021-06-07 09:59:47 main:574] : INFO : Epoch 2018 | loss: 0.0311236 | val_loss: 0.0311455 | Time: 5409.87 ms
[2021-06-07 09:59:53 main:574] : INFO : Epoch 2019 | loss: 0.0311222 | val_loss: 0.0311469 | Time: 5503.09 ms
[2021-06-07 09:59:58 main:574] : INFO : Epoch 2020 | loss: 0.0311208 | val_loss: 0.0311557 | Time: 5432.74 ms
[2021-06-07 10:00:04 main:574] : INFO : Epoch 2021 | loss: 0.0311205 | val_loss: 0.0311467 | Time: 5379.92 ms
[2021-06-07 10:00:09 main:574] : INFO : Epoch 2022 | loss: 0.0311191 | val_loss: 0.0311469 | Time: 5346.16 ms
[2021-06-07 10:00:14 main:574] : INFO : Epoch 2023 | loss: 0.0311241 | val_loss: 0.0311482 | Time: 5371.41 ms
[2021-06-07 10:00:20 main:574] : INFO : Epoch 2024 | loss: 0.0311161 | val_loss: 0.0311492 | Time: 5343.56 ms
[2021-06-07 10:00:25 main:574] : INFO : Epoch 2025 | loss: 0.0311156 | val_loss: 0.031147 | Time: 5299.3 ms
[2021-06-07 10:00:31 main:574] : INFO : Epoch 2026 | loss: 0.0311187 | val_loss: 0.0311517 | Time: 5332.25 ms
[2021-06-07 10:00:38 main:574] : INFO : Epoch 2027 | loss: 0.0311182 | val_loss: 0.0311504 | Time: 5334.31 ms
[2021-06-07 10:00:44 main:574] : INFO : Epoch 2028 | loss: 0.0311164 | val_loss: 0.0311475 | Time: 5295.54 ms
[2021-06-07 10:00:50 main:574] : INFO : Epoch 2029 | loss: 0.0311164 | val_loss: 0.0311511 | Time: 5404.35 ms
[2021-06-07 10:00:56 main:574] : INFO : Epoch 2030 | loss: 0.0311163 | val_loss: 0.0311506 | Time: 5341.95 ms
[2021-06-07 10:01:01 main:574] : INFO : Epoch 2031 | loss: 0.0311179 | val_loss: 0.0311469 | Time: 5372.77 ms
[2021-06-07 10:01:07 main:574] : INFO : Epoch 2032 | loss: 0.0311183 | val_loss: 0.0311551 | Time: 5323.98 ms
[2021-06-07 10:01:12 main:574] : INFO : Epoch 2033 | loss: 0.0311199 | val_loss: 0.031146 | Time: 5377.82 ms
[2021-06-07 10:01:19 main:574] : INFO : Epoch 2034 | loss: 0.0311151 | val_loss: 0.0311451 | Time: 5351.07 ms
[2021-06-07 10:01:24 main:574] : INFO : Epoch 2035 | loss: 0.0311134 | val_loss: 0.0311458 | Time: 5235.03 ms
[2021-06-07 10:01:29 main:574] : INFO : Epoch 2036 | loss: 0.0311137 | val_loss: 0.0311538 | Time: 5336.01 ms
[2021-06-07 10:01:35 main:574] : INFO : Epoch 2037 | loss: 0.0311191 | val_loss: 0.0311436 | Time: 5401.85 ms
[2021-06-07 10:01:41 main:574] : INFO : Epoch 2038 | loss: 0.0311174 | val_loss: 0.0311458 | Time: 5524.86 ms
[2021-06-07 10:01:46 main:574] : INFO : Epoch 2039 | loss: 0.0311155 | val_loss: 0.0311463 | Time: 5412.02 ms
[2021-06-07 10:01:52 main:574] : INFO : Epoch 2040 | loss: 0.0311159 | val_loss: 0.0311449 | Time: 5362.15 ms
[2021-06-07 10:01:57 main:574] : INFO : Epoch 2041 | loss: 0.0311161 | val_loss: 0.0311423 | Time: 5364.72 ms
[2021-06-07 10:02:03 main:574] : INFO : Epoch 2042 | loss: 0.0311152 | val_loss: 0.0311471 | Time: 5325.02 ms
[2021-06-07 10:02:08 main:574] : INFO : Epoch 2043 | loss: 0.0311147 | val_loss: 0.0311452 | Time: 5332.7 ms
[2021-06-07 10:02:13 main:574] : INFO : Epoch 2044 | loss: 0.0311123 | val_loss: 0.0311421 | Time: 5251.01 ms
[2021-06-07 10:02:19 main:574] : INFO : Epoch 2045 | loss: 0.0311129 | val_loss: 0.0311424 | Time: 5348.07 ms
[2021-06-07 10:02:24 main:574] : INFO : Epoch 2046 | loss: 0.031113 | val_loss: 0.0311449 | Time: 5299.59 ms
[2021-06-07 10:02:30 main:574] : INFO : Epoch 2047 | loss: 0.0311131 | val_loss: 0.0311475 | Time: 5359.6 ms
[2021-06-07 10:02:35 main:574] : INFO : Epoch 2048 | loss: 0.0311221 | val_loss: 0.0311468 | Time: 5317.37 ms
[2021-06-07 10:02:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311468
[2021-06-07 10:02:35 main:603] : INFO : Saving end state to config to file
[2021-06-07 10:02:35 main:608] : INFO : Success, exiting..
10:02:36 (11088): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)