Task 13966208
| Name | ParityModified-1647043532-27562-3-0_0 |
| Workunit | 11038561 |
| Created | 29 Mar 2022, 9:33:44 UTC |
| Sent | 2 Apr 2022, 3:17:03 UTC |
| Report deadline | 10 Apr 2022, 3:17:03 UTC |
| Received | 4 Apr 2022, 14:00:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7588 |
| Run time | 3 hours 6 min 41 sec |
| CPU time | 2 hours 44 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,827.23 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311225 | val_loss: 0.0311529 | Time: 4275.41 ms
[2022-04-04 08:15:28 main:574] : INFO : Epoch 1543 | loss: 0.0311234 | val_loss: 0.0311477 | Time: 4192.11 ms
[2022-04-04 08:15:32 main:574] : INFO : Epoch 1544 | loss: 0.0311219 | val_loss: 0.0311515 | Time: 4162.27 ms
[2022-04-04 08:15:37 main:574] : INFO : Epoch 1545 | loss: 0.0311196 | val_loss: 0.031151 | Time: 4237.07 ms
[2022-04-04 08:15:41 main:574] : INFO : Epoch 1546 | loss: 0.0311197 | val_loss: 0.0311536 | Time: 4163.45 ms
[2022-04-04 08:15:45 main:574] : INFO : Epoch 1547 | loss: 0.0311198 | val_loss: 0.031155 | Time: 4145.03 ms
[2022-04-04 08:15:49 main:574] : INFO : Epoch 1548 | loss: 0.0311221 | val_loss: 0.0311483 | Time: 4159.31 ms
[2022-04-04 08:15:53 main:574] : INFO : Epoch 1549 | loss: 0.0311203 | val_loss: 0.0311513 | Time: 4114.58 ms
[2022-04-04 08:15:58 main:574] : INFO : Epoch 1550 | loss: 0.031119 | val_loss: 0.0311551 | Time: 4406.02 ms
[2022-04-04 08:16:02 main:574] : INFO : Epoch 1551 | loss: 0.0311205 | val_loss: 0.03115 | Time: 4201.84 ms
[2022-04-04 08:16:06 main:574] : INFO : Epoch 1552 | loss: 0.0311262 | val_loss: 0.031156 | Time: 4213.06 ms
[2022-04-04 08:16:10 main:574] : INFO : Epoch 1553 | loss: 0.0311238 | val_loss: 0.0311525 | Time: 4175.44 ms
[2022-04-04 08:16:15 main:574] : INFO : Epoch 1554 | loss: 0.0311202 | val_loss: 0.0311514 | Time: 4422.78 ms
[2022-04-04 08:16:19 main:574] : INFO : Epoch 1555 | loss: 0.0311181 | val_loss: 0.0311489 | Time: 4089.95 ms
[2022-04-04 08:16:23 main:574] : INFO : Epoch 1556 | loss: 0.0311193 | val_loss: 0.0311517 | Time: 4211.83 ms
[2022-04-04 08:16:27 main:574] : INFO : Epoch 1557 | loss: 0.0311176 | val_loss: 0.0311495 | Time: 4305.45 ms
[2022-04-04 08:16:32 main:574] : INFO : Epoch 1558 | loss: 0.0311177 | val_loss: 0.0311568 | Time: 4589.9 ms
[2022-04-04 08:16:36 main:574] : INFO : Epoch 1559 | loss: 0.0311192 | val_loss: 0.031151 | Time: 4282.38 ms
[2022-04-04 08:16:41 main:574] : INFO : Epoch 1560 | loss: 0.0311183 | val_loss: 0.0311542 | Time: 4272.14 ms
[2022-04-04 08:16:45 main:574] : INFO : Epoch 1561 | loss: 0.0311228 | val_loss: 0.0311517 | Time: 4168.87 ms
[2022-04-04 08:16:49 main:574] : INFO : Epoch 1562 | loss: 0.0311269 | val_loss: 0.0311479 | Time: 4204.64 ms
[2022-04-04 08:16:53 main:574] : INFO : Epoch 1563 | loss: 0.0311264 | val_loss: 0.0311543 | Time: 4177.44 ms
[2022-04-04 08:16:57 main:574] : INFO : Epoch 1564 | loss: 0.0311233 | val_loss: 0.0311491 | Time: 4241.74 ms
[2022-04-04 08:17:02 main:574] : INFO : Epoch 1565 | loss: 0.0311223 | val_loss: 0.0311478 | Time: 4237.48 ms
[2022-04-04 08:17:06 main:574] : INFO : Epoch 1566 | loss: 0.0311248 | val_loss: 0.0311526 | Time: 4185.69 ms
[2022-04-04 08:17:10 main:574] : INFO : Epoch 1567 | loss: 0.031123 | val_loss: 0.0311545 | Time: 4312.13 ms
[2022-04-04 08:17:14 main:574] : INFO : Epoch 1568 | loss: 0.0311252 | val_loss: 0.0311519 | Time: 4339.81 ms
[2022-04-04 08:17:19 main:574] : INFO : Epoch 1569 | loss: 0.0311233 | val_loss: 0.0311473 | Time: 4250.68 ms
[2022-04-04 08:17:23 main:574] : INFO : Epoch 1570 | loss: 0.0311236 | val_loss: 0.031148 | Time: 4237.46 ms
[2022-04-04 08:17:27 main:574] : INFO : Epoch 1571 | loss: 0.0311203 | val_loss: 0.0311551 | Time: 4214.79 ms
[2022-04-04 08:17:31 main:574] : INFO : Epoch 1572 | loss: 0.0311196 | val_loss: 0.031158 | Time: 4200.11 ms
[2022-04-04 08:17:36 main:574] : INFO : Epoch 1573 | loss: 0.0311199 | val_loss: 0.0311507 | Time: 4355.3 ms
[2022-04-04 08:17:40 main:574] : INFO : Epoch 1574 | loss: 0.0311188 | val_loss: 0.0311451 | Time: 4213.09 ms
[2022-04-04 08:17:44 main:574] : INFO : Epoch 1575 | loss: 0.0311181 | val_loss: 0.0311507 | Time: 4199.65 ms
[2022-04-04 08:17:48 main:574] : INFO : Epoch 1576 | loss: 0.0311174 | val_loss: 0.0311503 | Time: 4166.21 ms
[2022-04-04 08:17:53 main:574] : INFO : Epoch 1577 | loss: 0.0311262 | val_loss: 0.0311611 | Time: 4290.32 ms
[2022-04-04 08:17:57 main:574] : INFO : Epoch 1578 | loss: 0.0311228 | val_loss: 0.0311449 | Time: 4324.42 ms
[2022-04-04 08:18:01 main:574] : INFO : Epoch 1579 | loss: 0.0311191 | val_loss: 0.0311499 | Time: 4152.31 ms
[2022-04-04 08:18:05 main:574] : INFO : Epoch 1580 | loss: 0.031122 | val_loss: 0.0311522 | Time: 4260.51 ms
[2022-04-04 08:18:10 main:574] : INFO : Epoch 1581 | loss: 0.0311249 | val_loss: 0.0311511 | Time: 4355.12 ms
[2022-04-04 08:18:14 main:574] : INFO : Epoch 1582 | loss: 0.031126 | val_loss: 0.0311556 | Time: 4210.65 ms
[2022-04-04 08:18:18 main:574] : INFO : Epoch 1583 | loss: 0.0311215 | val_loss: 0.0311539 | Time: 4202.77 ms
[2022-04-04 08:18:22 main:574] : INFO : Epoch 1584 | loss: 0.0311203 | val_loss: 0.0311535 | Time: 4222.64 ms
[2022-04-04 08:18:27 main:574] : INFO : Epoch 1585 | loss: 0.0311178 | val_loss: 0.0311539 | Time: 4299.48 ms
[2022-04-04 08:18:31 main:574] : INFO : Epoch 1586 | loss: 0.0311166 | val_loss: 0.0311532 | Time: 4308.13 ms
[2022-04-04 08:18:35 main:574] : INFO : Epoch 1587 | loss: 0.0311163 | val_loss: 0.031163 | Time: 4203.81 ms
[2022-04-04 08:18:40 main:574] : INFO : Epoch 1588 | loss: 0.0311455 | val_loss: 0.0311654 | Time: 4463.74 ms
[2022-04-04 08:18:44 main:574] : INFO : Epoch 1589 | loss: 0.0311459 | val_loss: 0.0311585 | Time: 4142.44 ms
[2022-04-04 08:18:48 main:574] : INFO : Epoch 1590 | loss: 0.0311435 | val_loss: 0.0311532 | Time: 4195.18 ms
[2022-04-04 08:18:52 main:574] : INFO : Epoch 1591 | loss: 0.0311485 | val_loss: 0.0311529 | Time: 4306.93 ms
[2022-04-04 08:18:57 main:574] : INFO : Epoch 1592 | loss: 0.0311486 | val_loss: 0.0311489 | Time: 4279 ms
[2022-04-04 08:19:01 main:574] : INFO : Epoch 1593 | loss: 0.0311456 | val_loss: 0.0311482 | Time: 4283.6 ms
[2022-04-04 08:19:05 main:574] : INFO : Epoch 1594 | loss: 0.0311449 | val_loss: 0.0311465 | Time: 4391.96 ms
[2022-04-04 08:19:10 main:574] : INFO : Epoch 1595 | loss: 0.0311404 | val_loss: 0.03115 | Time: 4390.13 ms
[2022-04-04 08:19:14 main:574] : INFO : Epoch 1596 | loss: 0.0311408 | val_loss: 0.0311495 | Time: 4205.17 ms
[2022-04-04 08:19:18 main:574] : INFO : Epoch 1597 | loss: 0.0311394 | val_loss: 0.0311479 | Time: 4129.62 ms
[2022-04-04 08:19:22 main:574] : INFO : Epoch 1598 | loss: 0.031138 | val_loss: 0.0311433 | Time: 4250.13 ms
[2022-04-04 08:19:27 main:574] : INFO : Epoch 1599 | loss: 0.0311353 | val_loss: 0.0311454 | Time: 4268.45 ms
[2022-04-04 08:19:31 main:574] : INFO : Epoch 1600 | loss: 0.0311333 | val_loss: 0.0311432 | Time: 4225.21 ms
[2022-04-04 08:19:35 main:574] : INFO : Epoch 1601 | loss: 0.0311327 | val_loss: 0.0311448 | Time: 4198.38 ms
[2022-04-04 08:19:39 main:574] : INFO : Epoch 1602 | loss: 0.0311322 | val_loss: 0.031144 | Time: 4156.1 ms
[2022-04-04 08:19:44 main:574] : INFO : Epoch 1603 | loss: 0.031132 | val_loss: 0.0311469 | Time: 4303.21 ms
[2022-04-04 08:19:48 main:574] : INFO : Epoch 1604 | loss: 0.0311325 | val_loss: 0.0311479 | Time: 4087.72 ms
[2022-04-04 08:19:52 main:574] : INFO : Epoch 1605 | loss: 0.0311328 | val_loss: 0.03115 | Time: 4200.69 ms
[2022-04-04 08:19:56 main:574] : INFO : Epoch 1606 | loss: 0.0311373 | val_loss: 0.0311526 | Time: 4290.86 ms
[2022-04-04 08:20:00 main:574] : INFO : Epoch 1607 | loss: 0.0311494 | val_loss: 0.0311456 | Time: 4284.49 ms
[2022-04-04 08:20:05 main:574] : INFO : Epoch 1608 | loss: 0.0311382 | val_loss: 0.0311464 | Time: 4274.43 ms
[2022-04-04 08:20:09 main:574] : INFO : Epoch 1609 | loss: 0.0311397 | val_loss: 0.0311436 | Time: 4215.99 ms
[2022-04-04 08:20:13 main:574] : INFO : Epoch 1610 | loss: 0.0311349 | val_loss: 0.031146 | Time: 4330.88 ms
[2022-04-04 08:20:18 main:574] : INFO : Epoch 1611 | loss: 0.0311319 | val_loss: 0.031144 | Time: 4247.93 ms
[2022-04-04 08:20:22 main:574] : INFO : Epoch 1612 | loss: 0.0311325 | val_loss: 0.0311508 | Time: 4241.56 ms
[2022-04-04 08:20:26 main:574] : INFO : Epoch 1613 | loss: 0.0311338 | val_loss: 0.0311494 | Time: 4307.96 ms
[2022-04-04 08:20:30 main:574] : INFO : Epoch 1614 | loss: 0.0311335 | val_loss: 0.0311485 | Time: 4185.33 ms
[2022-04-04 08:20:35 main:574] : INFO : Epoch 1615 | loss: 0.0311329 | val_loss: 0.0311471 | Time: 4280.08 ms
[2022-04-04 08:20:39 main:574] : INFO : Epoch 1616 | loss: 0.0311323 | val_loss: 0.0311485 | Time: 4185.59 ms
[2022-04-04 08:20:43 main:574] : INFO : Epoch 1617 | loss: 0.0311339 | val_loss: 0.0311447 | Time: 4231.59 ms
[2022-04-04 08:20:47 main:574] : INFO : Epoch 1618 | loss: 0.0311328 | val_loss: 0.031143 | Time: 4282.33 ms
[2022-04-04 08:20:51 main:574] : INFO : Epoch 1619 | loss: 0.0311371 | val_loss: 0.0311495 | Time: 4127.68 ms
[2022-04-04 08:20:56 main:574] : INFO : Epoch 1620 | loss: 0.0311341 | val_loss: 0.0311439 | Time: 4184.89 ms
[2022-04-04 08:21:00 main:574] : INFO : Epoch 1621 | loss: 0.0311311 | val_loss: 0.0311467 | Time: 4242.88 ms
[2022-04-04 08:21:04 main:574] : INFO : Epoch 1622 | loss: 0.0311322 | val_loss: 0.0311482 | Time: 4165.57 ms
[2022-04-04 08:21:08 main:574] : INFO : Epoch 1623 | loss: 0.0311298 | val_loss: 0.031143 | Time: 4170.88 ms
[2022-04-04 08:21:13 main:574] : INFO : Epoch 1624 | loss: 0.0311269 | val_loss: 0.0311479 | Time: 4386.06 ms
[2022-04-04 08:21:18 main:574] : INFO : Epoch 1625 | loss: 0.0311313 | val_loss: 0.0311432 | Time: 5393.93 ms
[2022-04-04 08:21:23 main:574] : INFO : Epoch 1626 | loss: 0.0311302 | val_loss: 0.031142 | Time: 5276.21 ms
[2022-04-04 08:21:29 main:574] : INFO : Epoch 1627 | loss: 0.031131 | val_loss: 0.0311372 | Time: 5452.71 ms
[2022-04-04 08:21:34 main:574] : INFO : Epoch 1628 | loss: 0.0311278 | val_loss: 0.0311457 | Time: 5390.37 ms
[2022-04-04 08:21:40 main:574] : INFO : Epoch 1629 | loss: 0.031127 | val_loss: 0.0311422 | Time: 5381.15 ms
[2022-04-04 08:21:45 main:574] : INFO : Epoch 1630 | loss: 0.0311266 | val_loss: 0.0311396 | Time: 5335.64 ms
[2022-04-04 08:21:50 main:574] : INFO : Epoch 1631 | loss: 0.0311292 | val_loss: 0.0311455 | Time: 5294.93 ms
[2022-04-04 08:21:56 main:574] : INFO : Epoch 1632 | loss: 0.0311278 | val_loss: 0.0311411 | Time: 5512.67 ms
[2022-04-04 08:22:01 main:574] : INFO : Epoch 1633 | loss: 0.031128 | val_loss: 0.0311386 | Time: 5296.09 ms
[2022-04-04 08:22:06 main:574] : INFO : Epoch 1634 | loss: 0.0311307 | val_loss: 0.0311497 | Time: 5215.02 ms
[2022-04-04 08:22:12 main:574] : INFO : Epoch 1635 | loss: 0.0311277 | val_loss: 0.0311449 | Time: 5512.88 ms
[2022-04-04 08:22:17 main:574] : INFO : Epoch 1636 | loss: 0.0311288 | val_loss: 0.0311447 | Time: 5232.27 ms
[2022-04-04 08:22:22 main:574] : INFO : Epoch 1637 | loss: 0.0311312 | val_loss: 0.0311428 | Time: 5309.61 ms
[2022-04-04 08:22:28 main:574] : INFO : Epoch 1638 | loss: 0.0311265 | val_loss: 0.0311432 | Time: 5308 ms
[2022-04-04 08:22:33 main:574] : INFO : Epoch 1639 | loss: 0.0311248 | val_loss: 0.031141 | Time: 5593.3 ms
[2022-04-04 08:22:39 main:574] : INFO : Epoch 1640 | loss: 0.0311229 | val_loss: 0.0311407 | Time: 5295.2 ms
[2022-04-04 08:22:44 main:574] : INFO : Epoch 1641 | loss: 0.0311251 | val_loss: 0.0311559 | Time: 5354.24 ms
[2022-04-04 08:22:49 main:574] : INFO : Epoch 1642 | loss: 0.0311273 | val_loss: 0.0311492 | Time: 5397.51 ms
[2022-04-04 08:22:55 main:574] : INFO : Epoch 1643 | loss: 0.0311333 | val_loss: 0.031149 | Time: 5512.59 ms
[2022-04-04 08:23:00 main:574] : INFO : Epoch 1644 | loss: 0.0311294 | val_loss: 0.0311475 | Time: 5562.64 ms
[2022-04-04 08:23:06 main:574] : INFO : Epoch 1645 | loss: 0.0311286 | val_loss: 0.0311509 | Time: 5434.15 ms
[2022-04-04 08:23:11 main:574] : INFO : Epoch 1646 | loss: 0.0311249 | val_loss: 0.0311488 | Time: 5296.35 ms
[2022-04-04 08:23:17 main:574] : INFO : Epoch 1647 | loss: 0.0311238 | val_loss: 0.0311496 | Time: 5379.95 ms
[2022-04-04 08:23:22 main:574] : INFO : Epoch 1648 | loss: 0.0311265 | val_loss: 0.0311464 | Time: 5408.46 ms
[2022-04-04 08:23:27 main:574] : INFO : Epoch 1649 | loss: 0.0311362 | val_loss: 0.0311473 | Time: 5413.68 ms
[2022-04-04 08:23:33 main:574] : INFO : Epoch 1650 | loss: 0.0311343 | val_loss: 0.0311482 | Time: 5483.08 ms
[2022-04-04 08:23:39 main:574] : INFO : Epoch 1651 | loss: 0.0311329 | val_loss: 0.0311452 | Time: 5563.21 ms
[2022-04-04 08:23:44 main:574] : INFO : Epoch 1652 | loss: 0.0311293 | val_loss: 0.0311499 | Time: 5500.54 ms
[2022-04-04 08:23:49 main:574] : INFO : Epoch 1653 | loss: 0.0311294 | val_loss: 0.0311446 | Time: 5342.1 ms
[2022-04-04 08:23:55 main:574] : INFO : Epoch 1654 | loss: 0.0311277 | val_loss: 0.0311441 | Time: 5397.68 ms
[2022-04-04 08:24:00 main:574] : INFO : Epoch 1655 | loss: 0.0311287 | val_loss: 0.0311432 | Time: 5333.36 ms
[2022-04-04 08:24:05 main:574] : INFO : Epoch 1656 | loss: 0.0311258 | val_loss: 0.0311495 | Time: 5274.94 ms
[2022-04-04 08:24:11 main:574] : INFO : Epoch 1657 | loss: 0.0311255 | val_loss: 0.0311441 | Time: 5445.66 ms
[2022-04-04 08:24:16 main:574] : INFO : Epoch 1658 | loss: 0.0311241 | val_loss: 0.031146 | Time: 5392.09 ms
[2022-04-04 08:24:22 main:574] : INFO : Epoch 1659 | loss: 0.0311265 | val_loss: 0.0311437 | Time: 5393.78 ms
[2022-04-04 08:24:27 main:574] : INFO : Epoch 1660 | loss: 0.0311308 | val_loss: 0.0311629 | Time: 5479.39 ms
[2022-04-04 08:24:33 main:574] : INFO : Epoch 1661 | loss: 0.0311272 | val_loss: 0.0311512 | Time: 5420.08 ms
[2022-04-04 08:24:38 main:574] : INFO : Epoch 1662 | loss: 0.0311246 | val_loss: 0.0311468 | Time: 5384.62 ms
[2022-04-04 08:24:43 main:574] : INFO : Epoch 1663 | loss: 0.0311266 | val_loss: 0.031151 | Time: 5419.28 ms
[2022-04-04 08:24:49 main:574] : INFO : Epoch 1664 | loss: 0.0311301 | val_loss: 0.0311505 | Time: 5194.32 ms
[2022-04-04 08:24:54 main:574] : INFO : Epoch 1665 | loss: 0.0311287 | val_loss: 0.0311505 | Time: 5519.06 ms
[2022-04-04 08:25:00 main:574] : INFO : Epoch 1666 | loss: 0.031128 | val_loss: 0.0311516 | Time: 5425.21 ms
[2022-04-04 08:25:05 main:574] : INFO : Epoch 1667 | loss: 0.031123 | val_loss: 0.0311484 | Time: 5409.93 ms
[2022-04-04 08:25:11 main:574] : INFO : Epoch 1668 | loss: 0.0311225 | val_loss: 0.0311436 | Time: 5560.05 ms
[2022-04-04 08:25:16 main:574] : INFO : Epoch 1669 | loss: 0.0311236 | val_loss: 0.0311423 | Time: 5392.44 ms
[2022-04-04 08:25:21 main:574] : INFO : Epoch 1670 | loss: 0.0311265 | val_loss: 0.0311525 | Time: 5223.74 ms
[2022-04-04 08:25:27 main:574] : INFO : Epoch 1671 | loss: 0.0311394 | val_loss: 0.0317391 | Time: 5467.33 ms
[2022-04-04 08:25:32 main:574] : INFO : Epoch 1672 | loss: 0.0488119 | val_loss: 0.0326526 | Time: 5457.4 ms
[2022-04-04 08:25:38 main:574] : INFO : Epoch 1673 | loss: 0.0355045 | val_loss: 0.0326714 | Time: 5480.23 ms
[2022-04-04 08:25:43 main:574] : INFO : Epoch 1674 | loss: 0.0317161 | val_loss: 0.0313911 | Time: 5322.04 ms
[2022-04-04 08:25:48 main:574] : INFO : Epoch 1675 | loss: 0.0312901 | val_loss: 0.0312158 | Time: 5319.3 ms
[2022-04-04 08:25:54 main:574] : INFO : Epoch 1676 | loss: 0.0312014 | val_loss: 0.0311861 | Time: 5496.04 ms
[2022-04-04 08:25:59 main:574] : INFO : Epoch 1677 | loss: 0.0311754 | val_loss: 0.0311682 | Time: 5288.42 ms
[2022-04-04 08:26:05 main:574] : INFO : Epoch 1678 | loss: 0.0311634 | val_loss: 0.0311666 | Time: 5394.54 ms
[2022-04-04 08:26:10 main:574] : INFO : Epoch 1679 | loss: 0.0311651 | val_loss: 0.0311638 | Time: 5547.16 ms
[2022-04-04 08:26:16 main:574] : INFO : Epoch 1680 | loss: 0.0311644 | val_loss: 0.0311644 | Time: 5433.14 ms
[2022-04-04 08:26:21 main:574] : INFO : Epoch 1681 | loss: 0.0311616 | val_loss: 0.0311601 | Time: 5426.59 ms
[2022-04-04 08:26:27 main:574] : INFO : Epoch 1682 | loss: 0.0311596 | val_loss: 0.0311576 | Time: 5478.88 ms
[2022-04-04 08:26:32 main:574] : INFO : Epoch 1683 | loss: 0.0311574 | val_loss: 0.0311571 | Time: 5456.52 ms
[2022-04-04 08:26:37 main:574] : INFO : Epoch 1684 | loss: 0.0311543 | val_loss: 0.0311543 | Time: 5380.26 ms
[2022-04-04 08:26:43 main:574] : INFO : Epoch 1685 | loss: 0.031152 | val_loss: 0.0311557 | Time: 5544.06 ms
[2022-04-04 08:26:48 main:574] : INFO : Epoch 1686 | loss: 0.0311507 | val_loss: 0.0311556 | Time: 5263.13 ms
[2022-04-04 08:26:53 main:574] : INFO : Epoch 1687 | loss: 0.0311498 | val_loss: 0.0311559 | Time: 5298.63 ms
[2022-04-04 08:26:59 main:574] : INFO : Epoch 1688 | loss: 0.0311488 | val_loss: 0.031156 | Time: 5316.36 ms
[2022-04-04 08:27:04 main:574] : INFO : Epoch 1689 | loss: 0.0311464 | val_loss: 0.0311559 | Time: 5425.11 ms
[2022-04-04 08:27:10 main:574] : INFO : Epoch 1690 | loss: 0.031147 | val_loss: 0.0311547 | Time: 5589.97 ms
[2022-04-04 08:27:15 main:574] : INFO : Epoch 1691 | loss: 0.0311479 | val_loss: 0.0311528 | Time: 5261.83 ms
[2022-04-04 08:27:20 main:574] : INFO : Epoch 1692 | loss: 0.0311468 | val_loss: 0.0311521 | Time: 5326.36 ms
[2022-04-04 08:27:26 main:574] : INFO : Epoch 1693 | loss: 0.0311464 | val_loss: 0.0311527 | Time: 5494.6 ms
[2022-04-04 08:27:31 main:574] : INFO : Epoch 1694 | loss: 0.0311461 | val_loss: 0.0311484 | Time: 5289.64 ms
[2022-04-04 08:27:37 main:574] : INFO : Epoch 1695 | loss: 0.0311482 | val_loss: 0.0311507 | Time: 5414.56 ms
[2022-04-04 08:27:42 main:574] : INFO : Epoch 1696 | loss: 0.0311482 | val_loss: 0.031153 | Time: 5510.55 ms
[2022-04-04 08:27:47 main:574] : INFO : Epoch 1697 | loss: 0.031153 | val_loss: 0.0311532 | Time: 5244.18 ms
[2022-04-04 08:27:53 main:574] : INFO : Epoch 1698 | loss: 0.0311514 | val_loss: 0.0311534 | Time: 5685.7 ms
[2022-04-04 08:27:59 main:574] : INFO : Epoch 1699 | loss: 0.031151 | val_loss: 0.0311547 | Time: 5508.58 ms
[2022-04-04 08:28:04 main:574] : INFO : Epoch 1700 | loss: 0.0311499 | val_loss: 0.031153 | Time: 5537.65 ms
[2022-04-04 08:28:10 main:574] : INFO : Epoch 1701 | loss: 0.0311483 | val_loss: 0.0311527 | Time: 5453.52 ms
[2022-04-04 08:28:15 main:574] : INFO : Epoch 1702 | loss: 0.0311473 | val_loss: 0.0311508 | Time: 5248.85 ms
[2022-04-04 08:28:20 main:574] : INFO : Epoch 1703 | loss: 0.031147 | val_loss: 0.0311496 | Time: 5481.19 ms
[2022-04-04 08:28:26 main:574] : INFO : Epoch 1704 | loss: 0.0311459 | val_loss: 0.0311486 | Time: 5210.06 ms
[2022-04-04 08:28:31 main:574] : INFO : Epoch 1705 | loss: 0.0311451 | val_loss: 0.0311482 | Time: 5360.36 ms
[2022-04-04 08:28:36 main:574] : INFO : Epoch 1706 | loss: 0.0311454 | val_loss: 0.0311485 | Time: 5370.03 ms
[2022-04-04 08:28:42 main:574] : INFO : Epoch 1707 | loss: 0.0311529 | val_loss: 0.0311547 | Time: 5294.91 ms
[2022-04-04 08:28:47 main:574] : INFO : Epoch 1708 | loss: 0.0311528 | val_loss: 0.0311532 | Time: 5460.92 ms
[2022-04-04 08:28:53 main:574] : INFO : Epoch 1709 | loss: 0.03115 | val_loss: 0.0311534 | Time: 5344.26 ms
[2022-04-04 08:28:58 main:574] : INFO : Epoch 1710 | loss: 0.0311478 | val_loss: 0.031151 | Time: 5438.09 ms
[2022-04-04 08:29:03 main:574] : INFO : Epoch 1711 | loss: 0.0311456 | val_loss: 0.0311499 | Time: 5199.4 ms
[2022-04-04 08:29:09 main:574] : INFO : Epoch 1712 | loss: 0.0311446 | val_loss: 0.0311517 | Time: 5479.39 ms
[2022-04-04 08:29:14 main:574] : INFO : Epoch 1713 | loss: 0.0311441 | val_loss: 0.0311537 | Time: 5400.43 ms
[2022-04-04 08:29:19 main:574] : INFO : Epoch 1714 | loss: 0.0311438 | val_loss: 0.031148 | Time: 5321.61 ms
[2022-04-04 08:29:25 main:574] : INFO : Epoch 1715 | loss: 0.0311425 | val_loss: 0.0311476 | Time: 5552.3 ms
[2022-04-04 08:29:30 main:574] : INFO : Epoch 1716 | loss: 0.0311414 | val_loss: 0.0311487 | Time: 5234.19 ms
[2022-04-04 08:29:36 main:574] : INFO : Epoch 1717 | loss: 0.0311421 | val_loss: 0.0311492 | Time: 5338.58 ms
[2022-04-04 08:29:41 main:574] : INFO : Epoch 1718 | loss: 0.0311448 | val_loss: 0.0311488 | Time: 5357.85 ms
[2022-04-04 08:29:46 main:574] : INFO : Epoch 1719 | loss: 0.0311442 | val_loss: 0.0311494 | Time: 5328.72 ms
[2022-04-04 08:29:52 main:574] : INFO : Epoch 1720 | loss: 0.0311422 | val_loss: 0.0311473 | Time: 5307.69 ms
[2022-04-04 08:29:57 main:574] : INFO : Epoch 1721 | loss: 0.0311418 | val_loss: 0.0311501 | Time: 5445.31 ms
[2022-04-04 08:30:02 main:574] : INFO : Epoch 1722 | loss: 0.0311412 | val_loss: 0.031152 | Time: 5367.56 ms
[2022-04-04 08:30:08 main:574] : INFO : Epoch 1723 | loss: 0.0311399 | val_loss: 0.0311501 | Time: 5473.69 ms
[2022-04-04 08:30:13 main:574] : INFO : Epoch 1724 | loss: 0.0311392 | val_loss: 0.0311494 | Time: 5239.7 ms
[2022-04-04 08:30:18 main:574] : INFO : Epoch 1725 | loss: 0.0311386 | val_loss: 0.0311508 | Time: 5316.54 ms
[2022-04-04 08:30:24 main:574] : INFO : Epoch 1726 | loss: 0.0311384 | val_loss: 0.0311521 | Time: 5375.16 ms
[2022-04-04 08:30:29 main:574] : INFO : Epoch 1727 | loss: 0.0311395 | val_loss: 0.0311509 | Time: 5427.9 ms
[2022-04-04 08:30:35 main:574] : INFO : Epoch 1728 | loss: 0.0311381 | val_loss: 0.03115 | Time: 5493.39 ms
[2022-04-04 08:30:40 main:574] : INFO : Epoch 1729 | loss: 0.0311395 | val_loss: 0.0311481 | Time: 5443.4 ms
[2022-04-04 08:30:46 main:574] : INFO : Epoch 1730 | loss: 0.0311423 | val_loss: 0.0311483 | Time: 5349.31 ms
[2022-04-04 08:30:51 main:574] : INFO : Epoch 1731 | loss: 0.0311408 | val_loss: 0.0311496 | Time: 5542.08 ms
[2022-04-04 08:30:56 main:574] : INFO : Epoch 1732 | loss: 0.0311391 | val_loss: 0.0311482 | Time: 5363.76 ms
[2022-04-04 08:31:02 main:574] : INFO : Epoch 1733 | loss: 0.0311393 | val_loss: 0.0311474 | Time: 5636.53 ms
[2022-04-04 08:31:08 main:574] : INFO : Epoch 1734 | loss: 0.0311387 | val_loss: 0.0311476 | Time: 5378.59 ms
[2022-04-04 08:31:13 main:574] : INFO : Epoch 1735 | loss: 0.0311392 | val_loss: 0.0311478 | Time: 5557.92 ms
[2022-04-04 08:31:18 main:574] : INFO : Epoch 1736 | loss: 0.0311378 | val_loss: 0.0311486 | Time: 5290.49 ms
[2022-04-04 08:31:24 main:574] : INFO : Epoch 1737 | loss: 0.0311381 | val_loss: 0.0311465 | Time: 5738.26 ms
[2022-04-04 08:31:30 main:574] : INFO : Epoch 1738 | loss: 0.0311371 | val_loss: 0.0311488 | Time: 5358.49 ms
[2022-04-04 08:31:35 main:574] : INFO : Epoch 1739 | loss: 0.0311375 | val_loss: 0.0311508 | Time: 5458.97 ms
[2022-04-04 08:31:40 main:574] : INFO : Epoch 1740 | loss: 0.031136 | val_loss: 0.0311489 | Time: 5302.75 ms
[2022-04-04 08:31:46 main:574] : INFO : Epoch 1741 | loss: 0.0311365 | val_loss: 0.031147 | Time: 5520.12 ms
[2022-04-04 08:31:51 main:574] : INFO : Epoch 1742 | loss: 0.0311363 | val_loss: 0.031145 | Time: 5353.97 ms
[2022-04-04 08:31:57 main:574] : INFO : Epoch 1743 | loss: 0.0311344 | val_loss: 0.0311483 | Time: 5317.23 ms
[2022-04-04 08:32:02 main:574] : INFO : Epoch 1744 | loss: 0.0311342 | val_loss: 0.0311466 | Time: 5264.99 ms
[2022-04-04 08:32:07 main:574] : INFO : Epoch 1745 | loss: 0.0311341 | val_loss: 0.0311471 | Time: 5300.29 ms
[2022-04-04 08:32:13 main:574] : INFO : Epoch 1746 | loss: 0.0311342 | val_loss: 0.0311462 | Time: 5440.98 ms
[2022-04-04 08:32:18 main:574] : INFO : Epoch 1747 | loss: 0.031133 | val_loss: 0.0311471 | Time: 5493.37 ms
[2022-04-04 08:32:23 main:574] : INFO : Epoch 1748 | loss: 0.0311334 | val_loss: 0.0311509 | Time: 5444.22 ms
[2022-04-04 08:32:29 main:574] : INFO : Epoch 1749 | loss: 0.0311353 | val_loss: 0.0311457 | Time: 5411.52 ms
[2022-04-04 08:32:34 main:574] : INFO : Epoch 1750 | loss: 0.031138 | val_loss: 0.0311464 | Time: 5325.65 ms
[2022-04-04 08:32:40 main:574] : INFO : Epoch 1751 | loss: 0.0311384 | val_loss: 0.0311445 | Time: 5403.05 ms
[2022-04-04 08:32:45 main:574] : INFO : Epoch 1752 | loss: 0.0311412 | val_loss: 0.0311484 | Time: 5338.32 ms
[2022-04-04 08:32:51 main:574] : INFO : Epoch 1753 | loss: 0.031144 | val_loss: 0.0311466 | Time: 5498.4 ms
[2022-04-04 08:32:56 main:574] : INFO : Epoch 1754 | loss: 0.0311419 | val_loss: 0.0311451 | Time: 5387.29 ms
[2022-04-04 08:33:01 main:574] : INFO : Epoch 1755 | loss: 0.0311387 | val_loss: 0.0311451 | Time: 5376.38 ms
[2022-04-04 08:33:07 main:574] : INFO : Epoch 1756 | loss: 0.0311367 | val_loss: 0.0311472 | Time: 5339.06 ms
[2022-04-04 08:33:12 main:574] : INFO : Epoch 1757 | loss: 0.031135 | val_loss: 0.0311466 | Time: 5268.2 ms
[2022-04-04 08:33:17 main:574] : INFO : Epoch 1758 | loss: 0.0311361 | val_loss: 0.0311437 | Time: 5296.43 ms
[2022-04-04 08:33:23 main:574] : INFO : Epoch 1759 | loss: 0.031137 | val_loss: 0.0311438 | Time: 5440.57 ms
[2022-04-04 08:33:28 main:574] : INFO : Epoch 1760 | loss: 0.0311378 | val_loss: 0.0311457 | Time: 5344.9 ms
[2022-04-04 08:33:33 main:574] : INFO : Epoch 1761 | loss: 0.0311374 | val_loss: 0.0311457 | Time: 5337.75 ms
[2022-04-04 08:33:39 main:574] : INFO : Epoch 1762 | loss: 0.0311364 | val_loss: 0.0311454 | Time: 5520.32 ms
[2022-04-04 08:33:44 main:574] : INFO : Epoch 1763 | loss: 0.0311349 | val_loss: 0.0311448 | Time: 5398.45 ms
[2022-04-04 08:33:50 main:574] : INFO : Epoch 1764 | loss: 0.031137 | val_loss: 0.0311491 | Time: 5437.84 ms
[2022-04-04 08:33:55 main:574] : INFO : Epoch 1765 | loss: 0.0311377 | val_loss: 0.0311507 | Time: 5302.49 ms
[2022-04-04 08:34:01 main:574] : INFO : Epoch 1766 | loss: 0.0311356 | val_loss: 0.0311463 | Time: 5451.39 ms
[2022-04-04 08:34:06 main:574] : INFO : Epoch 1767 | loss: 0.0311347 | val_loss: 0.0311468 | Time: 5260.26 ms
[2022-04-04 08:34:11 main:574] : INFO : Epoch 1768 | loss: 0.0311349 | val_loss: 0.0311455 | Time: 5628.85 ms
[2022-04-04 08:34:17 main:574] : INFO : Epoch 1769 | loss: 0.0311355 | val_loss: 0.0311475 | Time: 5299.3 ms
[2022-04-04 08:34:22 main:574] : INFO : Epoch 1770 | loss: 0.0311333 | val_loss: 0.031147 | Time: 5377.66 ms
[2022-04-04 08:34:28 main:574] : INFO : Epoch 1771 | loss: 0.0311334 | val_loss: 0.031145 | Time: 5400.37 ms
[2022-04-04 08:34:33 main:574] : INFO : Epoch 1772 | loss: 0.0311329 | val_loss: 0.0311469 | Time: 5414.54 ms
[2022-04-04 08:34:38 main:574] : INFO : Epoch 1773 | loss: 0.0311321 | val_loss: 0.0311473 | Time: 5514.54 ms
[2022-04-04 08:34:44 main:574] : INFO : Epoch 1774 | loss: 0.0311316 | val_loss: 0.031145 | Time: 5441.89 ms
[2022-04-04 08:34:49 main:574] : INFO : Epoch 1775 | loss: 0.031133 | val_loss: 0.0311456 | Time: 5375.76 ms
[2022-04-04 08:34:55 main:574] : INFO : Epoch 1776 | loss: 0.0311329 | val_loss: 0.0311454 | Time: 5440.98 ms
[2022-04-04 08:35:00 main:574] : INFO : Epoch 1777 | loss: 0.0311313 | val_loss: 0.0311449 | Time: 5367.84 ms
[2022-04-04 08:35:06 main:574] : INFO : Epoch 1778 | loss: 0.0311312 | val_loss: 0.0311462 | Time: 5440.7 ms
[2022-04-04 08:35:11 main:574] : INFO : Epoch 1779 | loss: 0.0311328 | val_loss: 0.0311501 | Time: 5249.98 ms
[2022-04-04 08:35:16 main:574] : INFO : Epoch 1780 | loss: 0.0311325 | val_loss: 0.0311504 | Time: 5522.68 ms
[2022-04-04 08:35:22 main:574] : INFO : Epoch 1781 | loss: 0.0311336 | val_loss: 0.0311495 | Time: 5287.5 ms
[2022-04-04 08:35:27 main:574] : INFO : Epoch 1782 | loss: 0.0311351 | val_loss: 0.0311464 | Time: 5357.01 ms
[2022-04-04 08:35:32 main:574] : INFO : Epoch 1783 | loss: 0.0311301 | val_loss: 0.0311449 | Time: 5431.72 ms
[2022-04-04 08:35:38 main:574] : INFO : Epoch 1784 | loss: 0.0311302 | val_loss: 0.0311471 | Time: 5241.29 ms
[2022-04-04 08:35:43 main:574] : INFO : Epoch 1785 | loss: 0.031129 | val_loss: 0.0311445 | Time: 5322.65 ms
[2022-04-04 08:35:48 main:574] : INFO : Epoch 1786 | loss: 0.0311275 | val_loss: 0.0311465 | Time: 5385.87 ms
[2022-04-04 08:35:54 main:574] : INFO : Epoch 1787 | loss: 0.0311282 | val_loss: 0.0311467 | Time: 5470.57 ms
[2022-04-04 08:35:59 main:574] : INFO : Epoch 1788 | loss: 0.0311271 | val_loss: 0.0311466 | Time: 5379.31 ms
[2022-04-04 08:36:05 main:574] : INFO : Epoch 1789 | loss: 0.0311281 | val_loss: 0.0311473 | Time: 5422.22 ms
[2022-04-04 08:36:10 main:574] : INFO : Epoch 1790 | loss: 0.0311273 | val_loss: 0.0311484 | Time: 5365.56 ms
[2022-04-04 08:36:16 main:574] : INFO : Epoch 1791 | loss: 0.0311256 | val_loss: 0.0311465 | Time: 5404.51 ms
[2022-04-04 08:36:21 main:574] : INFO : Epoch 1792 | loss: 0.0311353 | val_loss: 0.0311491 | Time: 5468.61 ms
[2022-04-04 08:36:27 main:574] : INFO : Epoch 1793 | loss: 0.0311312 | val_loss: 0.0311457 | Time: 5519 ms
[2022-04-04 08:36:32 main:574] : INFO : Epoch 1794 | loss: 0.0311295 | val_loss: 0.0311438 | Time: 5511.69 ms
[2022-04-04 08:36:38 main:574] : INFO : Epoch 1795 | loss: 0.0311272 | val_loss: 0.0311442 | Time: 5456.77 ms
[2022-04-04 08:36:43 main:574] : INFO : Epoch 1796 | loss: 0.0311274 | val_loss: 0.0311495 | Time: 5426.7 ms
[2022-04-04 08:36:48 main:574] : INFO : Epoch 1797 | loss: 0.0311286 | val_loss: 0.0311477 | Time: 5341.23 ms
[2022-04-04 08:36:54 main:574] : INFO : Epoch 1798 | loss: 0.031128 | val_loss: 0.0311453 | Time: 5593.29 ms
[2022-04-04 08:36:59 main:574] : INFO : Epoch 1799 | loss: 0.0311274 | val_loss: 0.0311458 | Time: 5451.43 ms
[2022-04-04 08:37:05 main:574] : INFO : Epoch 1800 | loss: 0.0311286 | val_loss: 0.0311462 | Time: 5463.32 ms
[2022-04-04 08:37:10 main:574] : INFO : Epoch 1801 | loss: 0.0311362 | val_loss: 0.0311456 | Time: 5306.04 ms
[2022-04-04 08:37:16 main:574] : INFO : Epoch 1802 | loss: 0.0311354 | val_loss: 0.0311438 | Time: 5552.82 ms
[2022-04-04 08:37:21 main:574] : INFO : Epoch 1803 | loss: 0.0311363 | val_loss: 0.03115 | Time: 5232.65 ms
[2022-04-04 08:37:26 main:574] : INFO : Epoch 1804 | loss: 0.031134 | val_loss: 0.0311467 | Time: 5459.48 ms
[2022-04-04 08:37:32 main:574] : INFO : Epoch 1805 | loss: 0.0311332 | val_loss: 0.0311469 | Time: 5339.05 ms
[2022-04-04 08:37:37 main:574] : INFO : Epoch 1806 | loss: 0.031133 | val_loss: 0.0311474 | Time: 5590.05 ms
[2022-04-04 08:37:43 main:574] : INFO : Epoch 1807 | loss: 0.0311319 | val_loss: 0.0311442 | Time: 5431.7 ms
[2022-04-04 08:37:48 main:574] : INFO : Epoch 1808 | loss: 0.0311308 | val_loss: 0.0311418 | Time: 5341.57 ms
[2022-04-04 08:37:54 main:574] : INFO : Epoch 1809 | loss: 0.0311313 | val_loss: 0.0311477 | Time: 5413.81 ms
[2022-04-04 08:37:59 main:574] : INFO : Epoch 1810 | loss: 0.0311319 | val_loss: 0.0311443 | Time: 5299.88 ms
[2022-04-04 08:38:04 main:574] : INFO : Epoch 1811 | loss: 0.0311303 | val_loss: 0.0311448 | Time: 5378.45 ms
[2022-04-04 08:38:10 main:574] : INFO : Epoch 1812 | loss: 0.0311305 | val_loss: 0.0311478 | Time: 5517.54 ms
[2022-04-04 08:38:15 main:574] : INFO : Epoch 1813 | loss: 0.0311303 | val_loss: 0.0311452 | Time: 5386.77 ms
[2022-04-04 08:38:21 main:574] : INFO : Epoch 1814 | loss: 0.0311326 | val_loss: 0.0311473 | Time: 5307.89 ms
[2022-04-04 08:38:26 main:574] : INFO : Epoch 1815 | loss: 0.0311309 | val_loss: 0.0311488 | Time: 5392.05 ms
[2022-04-04 08:38:31 main:574] : INFO : Epoch 1816 | loss: 0.0311296 | val_loss: 0.0311465 | Time: 5343.21 ms
[2022-04-04 08:38:37 main:574] : INFO : Epoch 1817 | loss: 0.0311294 | val_loss: 0.0311477 | Time: 5610.66 ms
[2022-04-04 08:38:42 main:574] : INFO : Epoch 1818 | loss: 0.0311301 | val_loss: 0.031147 | Time: 5399.32 ms
[2022-04-04 08:38:48 main:574] : INFO : Epoch 1819 | loss: 0.0311279 | val_loss: 0.031144 | Time: 5361.94 ms
[2022-04-04 08:38:53 main:574] : INFO : Epoch 1820 | loss: 0.0311275 | val_loss: 0.0311468 | Time: 5316.83 ms
[2022-04-04 08:38:58 main:574] : INFO : Epoch 1821 | loss: 0.0311278 | val_loss: 0.0311469 | Time: 5276.71 ms
[2022-04-04 08:39:04 main:574] : INFO : Epoch 1822 | loss: 0.0311275 | val_loss: 0.0311475 | Time: 5461.74 ms
[2022-04-04 08:39:09 main:574] : INFO : Epoch 1823 | loss: 0.0311263 | val_loss: 0.0311454 | Time: 5477.39 ms
[2022-04-04 08:39:15 main:574] : INFO : Epoch 1824 | loss: 0.0311289 | val_loss: 0.031142 | Time: 5415.87 ms
[2022-04-04 08:39:20 main:574] : INFO : Epoch 1825 | loss: 0.0311276 | val_loss: 0.0311452 | Time: 5342.69 ms
[2022-04-04 08:39:25 main:574] : INFO : Epoch 1826 | loss: 0.0311275 | val_loss: 0.0311446 | Time: 5284 ms
[2022-04-04 08:39:31 main:574] : INFO : Epoch 1827 | loss: 0.0311283 | val_loss: 0.0311452 | Time: 5582.18 ms
[2022-04-04 08:39:36 main:574] : INFO : Epoch 1828 | loss: 0.0311308 | val_loss: 0.0311457 | Time: 5319.15 ms
[2022-04-04 08:39:42 main:574] : INFO : Epoch 1829 | loss: 0.0311285 | val_loss: 0.0311435 | Time: 5617.17 ms
[2022-04-04 08:39:47 main:574] : INFO : Epoch 1830 | loss: 0.0311274 | val_loss: 0.031143 | Time: 5469.88 ms
[2022-04-04 08:39:53 main:574] : INFO : Epoch 1831 | loss: 0.0311261 | val_loss: 0.0311426 | Time: 5271.8 ms
[2022-04-04 08:39:58 main:574] : INFO : Epoch 1832 | loss: 0.0311248 | val_loss: 0.0311439 | Time: 5479.32 ms
[2022-04-04 08:40:04 main:574] : INFO : Epoch 1833 | loss: 0.0311249 | val_loss: 0.0311433 | Time: 5368.87 ms
[2022-04-04 08:40:09 main:574] : INFO : Epoch 1834 | loss: 0.0311276 | val_loss: 0.0311405 | Time: 5731.57 ms
[2022-04-04 08:40:15 main:574] : INFO : Epoch 1835 | loss: 0.0311351 | val_loss: 0.0311488 | Time: 5298.35 ms
[2022-04-04 08:40:20 main:574] : INFO : Epoch 1836 | loss: 0.0311398 | val_loss: 0.0311497 | Time: 5491.28 ms
[2022-04-04 08:40:26 main:574] : INFO : Epoch 1837 | loss: 0.0311392 | val_loss: 0.0311517 | Time: 5649.25 ms
[2022-04-04 08:40:31 main:574] : INFO : Epoch 1838 | loss: 0.0311361 | val_loss: 0.031147 | Time: 5324.61 ms
[2022-04-04 08:40:37 main:574] : INFO : Epoch 1839 | loss: 0.0311342 | val_loss: 0.031143 | Time: 5511.33 ms
[2022-04-04 08:40:42 main:574] : INFO : Epoch 1840 | loss: 0.0311344 | val_loss: 0.0311445 | Time: 5448.87 ms
[2022-04-04 08:40:48 main:574] : INFO : Epoch 1841 | loss: 0.0311336 | val_loss: 0.0311442 | Time: 5468.44 ms
[2022-04-04 08:40:53 main:574] : INFO : Epoch 1842 | loss: 0.031138 | val_loss: 0.0311455 | Time: 5287.88 ms
[2022-04-04 08:40:58 main:574] : INFO : Epoch 1843 | loss: 0.0311363 | val_loss: 0.0311446 | Time: 5430.15 ms
[2022-04-04 08:41:04 main:574] : INFO : Epoch 1844 | loss: 0.0311343 | val_loss: 0.0311422 | Time: 5459.55 ms
[2022-04-04 08:41:09 main:574] : INFO : Epoch 1845 | loss: 0.0311349 | val_loss: 0.0311382 | Time: 5251.55 ms
[2022-04-04 08:41:15 main:574] : INFO : Epoch 1846 | loss: 0.0311344 | val_loss: 0.0311443 | Time: 5590.04 ms
[2022-04-04 08:41:20 main:574] : INFO : Epoch 1847 | loss: 0.0311353 | val_loss: 0.0311435 | Time: 5507.41 ms
[2022-04-04 08:41:26 main:574] : INFO : Epoch 1848 | loss: 0.0311352 | val_loss: 0.0311414 | Time: 5559.22 ms
[2022-04-04 08:41:31 main:574] : INFO : Epoch 1849 | loss: 0.0311341 | val_loss: 0.0311444 | Time: 5474.85 ms
[2022-04-04 08:41:37 main:574] : INFO : Epoch 1850 | loss: 0.0311321 | val_loss: 0.031143 | Time: 5307.89 ms
[2022-04-04 08:41:42 main:574] : INFO : Epoch 1851 | loss: 0.0311331 | val_loss: 0.0311457 | Time: 5337.53 ms
[2022-04-04 08:41:47 main:574] : INFO : Epoch 1852 | loss: 0.0311317 | val_loss: 0.031145 | Time: 5355.97 ms
[2022-04-04 08:41:53 main:574] : INFO : Epoch 1853 | loss: 0.0311315 | val_loss: 0.0311434 | Time: 5270.66 ms
[2022-04-04 08:41:58 main:574] : INFO : Epoch 1854 | loss: 0.0311292 | val_loss: 0.031142 | Time: 5272.44 ms
[2022-04-04 08:42:03 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311434 | Time: 5279.63 ms
[2022-04-04 08:42:09 main:574] : INFO : Epoch 1856 | loss: 0.0311286 | val_loss: 0.0311431 | Time: 5577.61 ms
[2022-04-04 08:42:14 main:574] : INFO : Epoch 1857 | loss: 0.0311295 | val_loss: 0.0311402 | Time: 5274.32 ms
[2022-04-04 08:42:19 main:574] : INFO : Epoch 1858 | loss: 0.0311288 | val_loss: 0.0311411 | Time: 5213.51 ms
[2022-04-04 08:42:25 main:574] : INFO : Epoch 1859 | loss: 0.0311282 | val_loss: 0.0311394 | Time: 5363.8 ms
[2022-04-04 08:42:30 main:574] : INFO : Epoch 1860 | loss: 0.0311288 | val_loss: 0.0311391 | Time: 5306.84 ms
[2022-04-04 08:42:35 main:574] : INFO : Epoch 1861 | loss: 0.0311268 | val_loss: 0.0311408 | Time: 5334.36 ms
[2022-04-04 08:42:41 main:574] : INFO : Epoch 1862 | loss: 0.0311285 | val_loss: 0.0311426 | Time: 5456.46 ms
[2022-04-04 08:42:46 main:574] : INFO : Epoch 1863 | loss: 0.0311264 | val_loss: 0.0311407 | Time: 5497.94 ms
[2022-04-04 08:42:52 main:574] : INFO : Epoch 1864 | loss: 0.0311245 | val_loss: 0.0311432 | Time: 5332.75 ms
[2022-04-04 08:42:57 main:574] : INFO : Epoch 1865 | loss: 0.0311246 | val_loss: 0.0311441 | Time: 5817.07 ms
[2022-04-04 08:43:03 main:574] : INFO : Epoch 1866 | loss: 0.0311258 | val_loss: 0.0311413 | Time: 5358.11 ms
[2022-04-04 08:43:08 main:574] : INFO : Epoch 1867 | loss: 0.0311265 | val_loss: 0.0311446 | Time: 5508.53 ms
[2022-04-04 08:43:14 main:574] : INFO : Epoch 1868 | loss: 0.0311247 | val_loss: 0.0311422 | Time: 5533.44 ms
[2022-04-04 08:43:19 main:574] : INFO : Epoch 1869 | loss: 0.0311229 | val_loss: 0.0311412 | Time: 5394.62 ms
[2022-04-04 08:43:25 main:574] : INFO : Epoch 1870 | loss: 0.0311269 | val_loss: 0.0311465 | Time: 5319.09 ms
[2022-04-04 08:43:30 main:574] : INFO : Epoch 1871 | loss: 0.0311274 | val_loss: 0.0311483 | Time: 5304.46 ms
[2022-04-04 08:43:35 main:574] : INFO : Epoch 1872 | loss: 0.0311248 | val_loss: 0.0311445 | Time: 5394.02 ms
[2022-04-04 08:43:41 main:574] : INFO : Epoch 1873 | loss: 0.031127 | val_loss: 0.031148 | Time: 5325.5 ms
[2022-04-04 08:43:46 main:574] : INFO : Epoch 1874 | loss: 0.0311263 | val_loss: 0.0311449 | Time: 5512.91 ms
[2022-04-04 08:43:52 main:574] : INFO : Epoch 1875 | loss: 0.0311277 | val_loss: 0.0311473 | Time: 5411.43 ms
[2022-04-04 08:43:57 main:574] : INFO : Epoch 1876 | loss: 0.031125 | val_loss: 0.0311457 | Time: 5418.02 ms
[2022-04-04 08:44:03 main:574] : INFO : Epoch 1877 | loss: 0.0311235 | val_loss: 0.0311474 | Time: 5439.83 ms
[2022-04-04 08:44:08 main:574] : INFO : Epoch 1878 | loss: 0.0311233 | val_loss: 0.0311487 | Time: 5258.04 ms
[2022-04-04 08:44:13 main:574] : INFO : Epoch 1879 | loss: 0.031129 | val_loss: 0.0311497 | Time: 5528.67 ms
[2022-04-04 08:44:19 main:574] : INFO : Epoch 1880 | loss: 0.0311304 | val_loss: 0.0311483 | Time: 5421.02 ms
[2022-04-04 08:44:24 main:574] : INFO : Epoch 1881 | loss: 0.0311253 | val_loss: 0.031146 | Time: 5506.95 ms
[2022-04-04 08:44:30 main:574] : INFO : Epoch 1882 | loss: 0.0311237 | val_loss: 0.0311492 | Time: 5502.29 ms
[2022-04-04 08:44:35 main:574] : INFO : Epoch 1883 | loss: 0.0311249 | val_loss: 0.0311454 | Time: 5244.57 ms
[2022-04-04 08:44:41 main:574] : INFO : Epoch 1884 | loss: 0.0311263 | val_loss: 0.0311469 | Time: 5603.78 ms
[2022-04-04 08:44:46 main:574] : INFO : Epoch 1885 | loss: 0.0311405 | val_loss: 0.0311501 | Time: 5318.36 ms
[2022-04-04 08:44:51 main:574] : INFO : Epoch 1886 | loss: 0.0311362 | val_loss: 0.0311462 | Time: 5359.56 ms
[2022-04-04 08:44:57 main:574] : INFO : Epoch 1887 | loss: 0.0311313 | val_loss: 0.0311456 | Time: 5319.16 ms
[2022-04-04 08:45:02 main:574] : INFO : Epoch 1888 | loss: 0.0311286 | val_loss: 0.0311508 | Time: 5500.55 ms
[2022-04-04 08:45:08 main:574] : INFO : Epoch 1889 | loss: 0.0311304 | val_loss: 0.0311441 | Time: 5551.09 ms
[2022-04-04 08:45:13 main:574] : INFO : Epoch 1890 | loss: 0.0311263 | val_loss: 0.0311445 | Time: 5322.48 ms
[2022-04-04 08:45:18 main:574] : INFO : Epoch 1891 | loss: 0.0311252 | val_loss: 0.0311447 | Time: 5245.29 ms
[2022-04-04 08:45:24 main:574] : INFO : Epoch 1892 | loss: 0.0311241 | val_loss: 0.0311454 | Time: 5458.51 ms
[2022-04-04 08:45:29 main:574] : INFO : Epoch 1893 | loss: 0.0311229 | val_loss: 0.0311456 | Time: 5343.89 ms
[2022-04-04 08:45:35 main:574] : INFO : Epoch 1894 | loss: 0.0311219 | val_loss: 0.0311433 | Time: 5386 ms
[2022-04-04 08:45:40 main:574] : INFO : Epoch 1895 | loss: 0.0311208 | val_loss: 0.0311429 | Time: 5340.75 ms
[2022-04-04 08:45:45 main:574] : INFO : Epoch 1896 | loss: 0.031121 | val_loss: 0.0311435 | Time: 5498.78 ms
[2022-04-04 08:45:51 main:574] : INFO : Epoch 1897 | loss: 0.0311213 | val_loss: 0.0311445 | Time: 5394.6 ms
[2022-04-04 08:45:56 main:574] : INFO : Epoch 1898 | loss: 0.0311194 | val_loss: 0.031146 | Time: 5453.1 ms
[2022-04-04 08:46:02 main:574] : INFO : Epoch 1899 | loss: 0.0311182 | val_loss: 0.0311452 | Time: 5481.8 ms
[2022-04-04 08:46:07 main:574] : INFO : Epoch 1900 | loss: 0.0311199 | val_loss: 0.0311431 | Time: 5322.72 ms
[2022-04-04 08:46:13 main:574] : INFO : Epoch 1901 | loss: 0.0311165 | val_loss: 0.0311417 | Time: 5519.18 ms
[2022-04-04 08:46:18 main:574] : INFO : Epoch 1902 | loss: 0.031118 | val_loss: 0.0311432 | Time: 5374.03 ms
[2022-04-04 08:46:24 main:574] : INFO : Epoch 1903 | loss: 0.0311209 | val_loss: 0.0311415 | Time: 5591.1 ms
[2022-04-04 08:46:29 main:574] : INFO : Epoch 1904 | loss: 0.0311273 | val_loss: 0.031146 | Time: 5294.22 ms
[2022-04-04 08:46:34 main:574] : INFO : Epoch 1905 | loss: 0.0311272 | val_loss: 0.0311452 | Time: 5338.88 ms
[2022-04-04 08:46:40 main:574] : INFO : Epoch 1906 | loss: 0.0311245 | val_loss: 0.0311445 | Time: 5582.97 ms
[2022-04-04 08:46:45 main:574] : INFO : Epoch 1907 | loss: 0.0311313 | val_loss: 0.0311471 | Time: 5530.26 ms
[2022-04-04 08:46:51 main:574] : INFO : Epoch 1908 | loss: 0.0311277 | val_loss: 0.031145 | Time: 5274.71 ms
[2022-04-04 08:46:56 main:574] : INFO : Epoch 1909 | loss: 0.0311255 | val_loss: 0.0311422 | Time: 5548.07 ms
[2022-04-04 08:47:02 main:574] : INFO : Epoch 1910 | loss: 0.031123 | val_loss: 0.0311432 | Time: 5333.01 ms
[2022-04-04 08:47:07 main:574] : INFO : Epoch 1911 | loss: 0.0311229 | val_loss: 0.0311423 | Time: 5407.67 ms
[2022-04-04 08:47:12 main:574] : INFO : Epoch 1912 | loss: 0.0311204 | val_loss: 0.0311469 | Time: 5230.86 ms
[2022-04-04 08:47:18 main:574] : INFO : Epoch 1913 | loss: 0.0311206 | val_loss: 0.0311449 | Time: 5529.42 ms
[2022-04-04 08:47:23 main:574] : INFO : Epoch 1914 | loss: 0.0311223 | val_loss: 0.031144 | Time: 5510.49 ms
[2022-04-04 08:47:29 main:574] : INFO : Epoch 1915 | loss: 0.0311214 | val_loss: 0.0311433 | Time: 5338.81 ms
[2022-04-04 08:47:34 main:574] : INFO : Epoch 1916 | loss: 0.0311208 | val_loss: 0.0311459 | Time: 5440.41 ms
[2022-04-04 08:47:40 main:574] : INFO : Epoch 1917 | loss: 0.0311204 | val_loss: 0.0311432 | Time: 5471.02 ms
[2022-04-04 08:47:45 main:574] : INFO : Epoch 1918 | loss: 0.0311181 | val_loss: 0.0311433 | Time: 5363.45 ms
[2022-04-04 08:47:51 main:574] : INFO : Epoch 1919 | loss: 0.0311182 | val_loss: 0.0311443 | Time: 5559.56 ms
[2022-04-04 08:47:56 main:574] : INFO : Epoch 1920 | loss: 0.0311184 | val_loss: 0.0311406 | Time: 5552.41 ms
[2022-04-04 08:48:02 main:574] : INFO : Epoch 1921 | loss: 0.0311202 | val_loss: 0.0311449 | Time: 5612.79 ms
[2022-04-04 08:48:07 main:574] : INFO : Epoch 1922 | loss: 0.0311269 | val_loss: 0.0311401 | Time: 5550 ms
[2022-04-04 08:48:13 main:574] : INFO : Epoch 1923 | loss: 0.0311204 | val_loss: 0.0311384 | Time: 5353.96 ms
[2022-04-04 08:48:18 main:574] : INFO : Epoch 1924 | loss: 0.0311179 | val_loss: 0.0311417 | Time: 5507.5 ms
[2022-04-04 08:48:24 main:574] : INFO : Epoch 1925 | loss: 0.0311155 | val_loss: 0.0311408 | Time: 5416.07 ms
[2022-04-04 08:48:29 main:574] : INFO : Epoch 1926 | loss: 0.0311158 | val_loss: 0.0311445 | Time: 5669.7 ms
[2022-04-04 08:48:35 main:574] : INFO : Epoch 1927 | loss: 0.0311194 | val_loss: 0.0311443 | Time: 5735.73 ms
[2022-04-04 08:48:40 main:574] : INFO : Epoch 1928 | loss: 0.0311174 | val_loss: 0.031144 | Time: 5430.51 ms
[2022-04-04 08:48:46 main:574] : INFO : Epoch 1929 | loss: 0.031115 | val_loss: 0.0311459 | Time: 5643.39 ms
[2022-04-04 08:48:52 main:574] : INFO : Epoch 1930 | loss: 0.031125 | val_loss: 0.0311467 | Time: 5451.28 ms
[2022-04-04 08:48:57 main:574] : INFO : Epoch 1931 | loss: 0.031129 | val_loss: 0.0311439 | Time: 5461.31 ms
[2022-04-04 08:49:03 main:574] : INFO : Epoch 1932 | loss: 0.0311247 | val_loss: 0.0311422 | Time: 5436.76 ms
[2022-04-04 08:49:08 main:574] : INFO : Epoch 1933 | loss: 0.0311216 | val_loss: 0.0311442 | Time: 5367.4 ms
[2022-04-04 08:49:13 main:574] : INFO : Epoch 1934 | loss: 0.0311202 | val_loss: 0.0311439 | Time: 5266.74 ms
[2022-04-04 08:49:19 main:574] : INFO : Epoch 1935 | loss: 0.0311181 | val_loss: 0.0311405 | Time: 5506.39 ms
[2022-04-04 08:49:24 main:574] : INFO : Epoch 1936 | loss: 0.0311173 | val_loss: 0.0311405 | Time: 5483.13 ms
[2022-04-04 08:49:30 main:574] : INFO : Epoch 1937 | loss: 0.0311157 | val_loss: 0.0311399 | Time: 5531.64 ms
[2022-04-04 08:49:35 main:574] : INFO : Epoch 1938 | loss: 0.0311169 | val_loss: 0.0311405 | Time: 5284.25 ms
[2022-04-04 08:49:41 main:574] : INFO : Epoch 1939 | loss: 0.0311192 | val_loss: 0.0311398 | Time: 5627.3 ms
[2022-04-04 08:49:46 main:574] : INFO : Epoch 1940 | loss: 0.0311215 | val_loss: 0.0311395 | Time: 5571.95 ms
[2022-04-04 08:49:52 main:574] : INFO : Epoch 1941 | loss: 0.031118 | val_loss: 0.0311411 | Time: 5537.61 ms
[2022-04-04 08:49:57 main:574] : INFO : Epoch 1942 | loss: 0.0311165 | val_loss: 0.0311424 | Time: 5415.86 ms
[2022-04-04 08:50:03 main:574] : INFO : Epoch 1943 | loss: 0.0311171 | val_loss: 0.0311457 | Time: 5480.35 ms
[2022-04-04 08:50:08 main:574] : INFO : Epoch 1944 | loss: 0.0311146 | val_loss: 0.0311425 | Time: 5476.7 ms
[2022-04-04 08:50:14 main:574] : INFO : Epoch 1945 | loss: 0.0311206 | val_loss: 0.0311423 | Time: 5450.42 ms
[2022-04-04 08:50:19 main:574] : INFO : Epoch 1946 | loss: 0.0311212 | val_loss: 0.0311402 | Time: 5335.04 ms
[2022-04-04 08:50:28 main:574] : INFO : Epoch 1947 | loss: 0.0311194 | val_loss: 0.0311422 | Time: 9250.21 ms
[2022-04-04 08:50:35 main:574] : INFO : Epoch 1948 | loss: 0.0311176 | val_loss: 0.031144 | Time: 6369.36 ms
[2022-04-04 08:50:42 main:574] : INFO : Epoch 1949 | loss: 0.031117 | val_loss: 0.031141 | Time: 6942.96 ms
[2022-04-04 08:50:57 main:574] : INFO : Epoch 1950 | loss: 0.0311162 | val_loss: 0.0311438 | Time: 15140.3 ms
[2022-04-04 08:51:02 main:574] : INFO : Epoch 1951 | loss: 0.0311161 | val_loss: 0.031144 | Time: 5124.39 ms
[2022-04-04 08:51:07 main:574] : INFO : Epoch 1952 | loss: 0.0311186 | val_loss: 0.0311444 | Time: 5476.47 ms
[2022-04-04 08:51:13 main:574] : INFO : Epoch 1953 | loss: 0.0311238 | val_loss: 0.0311476 | Time: 5962.01 ms
[2022-04-04 08:51:19 main:574] : INFO : Epoch 1954 | loss: 0.0311202 | val_loss: 0.031145 | Time: 5457.56 ms
[2022-04-04 08:51:25 main:574] : INFO : Epoch 1955 | loss: 0.0311204 | val_loss: 0.0311458 | Time: 5987.73 ms
[2022-04-04 08:51:31 main:574] : INFO : Epoch 1956 | loss: 0.0311167 | val_loss: 0.0311439 | Time: 5829.03 ms
[2022-04-04 08:51:45 main:574] : INFO : Epoch 1957 | loss: 0.0311175 | val_loss: 0.031142 | Time: 14911.9 ms
[2022-04-04 08:51:50 main:574] : INFO : Epoch 1958 | loss: 0.0311162 | val_loss: 0.0311444 | Time: 4772.96 ms
[2022-04-04 08:51:55 main:574] : INFO : Epoch 1959 | loss: 0.0311151 | val_loss: 0.0311459 | Time: 4835.39 ms
[2022-04-04 08:52:01 main:574] : INFO : Epoch 1960 | loss: 0.0311197 | val_loss: 0.0311431 | Time: 5414.26 ms
[2022-04-04 08:52:06 main:574] : INFO : Epoch 1961 | loss: 0.0311204 | val_loss: 0.0311455 | Time: 5666.63 ms
[2022-04-04 08:52:12 main:574] : INFO : Epoch 1962 | loss: 0.031119 | val_loss: 0.0311452 | Time: 5714.78 ms
[2022-04-04 08:52:18 main:574] : INFO : Epoch 1963 | loss: 0.0311194 | val_loss: 0.0311456 | Time: 6155.48 ms
[2022-04-04 08:52:24 main:574] : INFO : Epoch 1964 | loss: 0.031116 | val_loss: 0.0311455 | Time: 6135.07 ms
[2022-04-04 08:52:30 main:574] : INFO : Epoch 1965 | loss: 0.0311144 | val_loss: 0.031146 | Time: 5788.69 ms
[2022-04-04 08:52:36 main:574] : INFO : Epoch 1966 | loss: 0.0311182 | val_loss: 0.0311456 | Time: 5607.2 ms
[2022-04-04 08:52:41 main:574] : INFO : Epoch 1967 | loss: 0.0311174 | val_loss: 0.0311496 | Time: 5537.54 ms
[2022-04-04 08:52:56 main:574] : INFO : Epoch 1968 | loss: 0.0311172 | val_loss: 0.0311466 | Time: 14890.8 ms
[2022-04-04 08:53:01 main:574] : INFO : Epoch 1969 | loss: 0.0311189 | val_loss: 0.0311471 | Time: 4541.63 ms
[2022-04-04 08:53:06 main:574] : INFO : Epoch 1970 | loss: 0.031114 | val_loss: 0.0311438 | Time: 4892.47 ms
[2022-04-04 08:53:11 main:574] : INFO : Epoch 1971 | loss: 0.0311128 | val_loss: 0.0311475 | Time: 5210.98 ms
[2022-04-04 08:53:16 main:574] : INFO : Epoch 1972 | loss: 0.0311115 | val_loss: 0.0311447 | Time: 5409.87 ms
[2022-04-04 08:53:22 main:574] : INFO : Epoch 1973 | loss: 0.0311134 | val_loss: 0.0311489 | Time: 5551.37 ms
[2022-04-04 08:53:27 main:574] : INFO : Epoch 1974 | loss: 0.0311128 | val_loss: 0.0311488 | Time: 5425.86 ms
[2022-04-04 08:53:33 main:574] : INFO : Epoch 1975 | loss: 0.0311102 | val_loss: 0.0311509 | Time: 5523.58 ms
[2022-04-04 08:53:38 main:574] : INFO : Epoch 1976 | loss: 0.0311107 | val_loss: 0.0311542 | Time: 5648.85 ms
[2022-04-04 08:53:44 main:574] : INFO : Epoch 1977 | loss: 0.0311146 | val_loss: 0.0311415 | Time: 5744.58 ms
[2022-04-04 08:53:50 main:574] : INFO : Epoch 1978 | loss: 0.0311169 | val_loss: 0.031151 | Time: 5456.22 ms
[2022-04-04 08:53:55 main:574] : INFO : Epoch 1979 | loss: 0.0311121 | val_loss: 0.0311486 | Time: 5407.06 ms
[2022-04-04 08:54:01 main:574] : INFO : Epoch 1980 | loss: 0.0311135 | val_loss: 0.0311492 | Time: 5695.05 ms
[2022-04-04 08:54:07 main:574] : INFO : Epoch 1981 | loss: 0.0311145 | val_loss: 0.0311468 | Time: 6067.83 ms
[2022-04-04 08:54:13 main:574] : INFO : Epoch 1982 | loss: 0.0311136 | val_loss: 0.0311526 | Time: 6100.46 ms
[2022-04-04 08:54:19 main:574] : INFO : Epoch 1983 | loss: 0.0311131 | val_loss: 0.0311498 | Time: 6098.81 ms
[2022-04-04 08:54:25 main:574] : INFO : Epoch 1984 | loss: 0.0311115 | val_loss: 0.0311507 | Time: 5819.23 ms
[2022-04-04 08:54:31 main:574] : INFO : Epoch 1985 | loss: 0.0311202 | val_loss: 0.0311441 | Time: 5959.97 ms
[2022-04-04 08:54:37 main:574] : INFO : Epoch 1986 | loss: 0.0311175 | val_loss: 0.0311451 | Time: 5956.86 ms
[2022-04-04 08:54:43 main:574] : INFO : Epoch 1987 | loss: 0.0311144 | val_loss: 0.0311454 | Time: 5878.48 ms
[2022-04-04 08:54:48 main:574] : INFO : Epoch 1988 | loss: 0.0311167 | val_loss: 0.0311513 | Time: 5671.14 ms
[2022-04-04 08:54:54 main:574] : INFO : Epoch 1989 | loss: 0.0311165 | val_loss: 0.0311441 | Time: 5702.19 ms
[2022-04-04 08:55:00 main:574] : INFO : Epoch 1990 | loss: 0.0311109 | val_loss: 0.0311438 | Time: 5532.23 ms
[2022-04-04 08:55:05 main:574] : INFO : Epoch 1991 | loss: 0.0311139 | val_loss: 0.0311423 | Time: 5604.3 ms
[2022-04-04 08:55:11 main:574] : INFO : Epoch 1992 | loss: 0.031114 | val_loss: 0.0311452 | Time: 5607.25 ms
[2022-04-04 08:55:16 main:574] : INFO : Epoch 1993 | loss: 0.0311103 | val_loss: 0.0311463 | Time: 5464.74 ms
[2022-04-04 08:55:22 main:574] : INFO : Epoch 1994 | loss: 0.0311131 | val_loss: 0.0311467 | Time: 5485.22 ms
[2022-04-04 08:55:27 main:574] : INFO : Epoch 1995 | loss: 0.0311119 | val_loss: 0.031144 | Time: 5515.99 ms
[2022-04-04 08:55:33 main:574] : INFO : Epoch 1996 | loss: 0.0311149 | val_loss: 0.0311431 | Time: 5832.26 ms
[2022-04-04 08:55:39 main:574] : INFO : Epoch 1997 | loss: 0.0311218 | val_loss: 0.0311466 | Time: 5659.34 ms
[2022-04-04 08:55:45 main:574] : INFO : Epoch 1998 | loss: 0.0311251 | val_loss: 0.0311451 | Time: 5761.44 ms
[2022-04-04 08:55:50 main:574] : INFO : Epoch 1999 | loss: 0.0311236 | val_loss: 0.0311463 | Time: 5450.46 ms
[2022-04-04 08:55:56 main:574] : INFO : Epoch 2000 | loss: 0.0311211 | val_loss: 0.0311469 | Time: 5565.05 ms
[2022-04-04 08:56:01 main:574] : INFO : Epoch 2001 | loss: 0.0311194 | val_loss: 0.0311534 | Time: 5630.32 ms
[2022-04-04 08:56:08 main:574] : INFO : Epoch 2002 | loss: 0.0311208 | val_loss: 0.0311476 | Time: 6527.22 ms
[2022-04-04 08:56:15 main:574] : INFO : Epoch 2003 | loss: 0.0311187 | val_loss: 0.0311493 | Time: 6693.43 ms
[2022-04-04 08:56:21 main:574] : INFO : Epoch 2004 | loss: 0.0311181 | val_loss: 0.0311465 | Time: 6340.23 ms
[2022-04-04 08:56:28 main:574] : INFO : Epoch 2005 | loss: 0.0311162 | val_loss: 0.0311446 | Time: 6634.9 ms
[2022-04-04 08:56:33 main:574] : INFO : Epoch 2006 | loss: 0.0311194 | val_loss: 0.0311466 | Time: 5796.19 ms
[2022-04-04 08:56:40 main:574] : INFO : Epoch 2007 | loss: 0.0311268 | val_loss: 0.0311548 | Time: 6116.93 ms
[2022-04-04 08:56:45 main:574] : INFO : Epoch 2008 | loss: 0.0311327 | val_loss: 0.0311418 | Time: 5829.25 ms
[2022-04-04 08:56:51 main:574] : INFO : Epoch 2009 | loss: 0.0311277 | val_loss: 0.0311469 | Time: 5439.07 ms
[2022-04-04 08:56:57 main:574] : INFO : Epoch 2010 | loss: 0.0311229 | val_loss: 0.0311433 | Time: 5704.54 ms
[2022-04-04 08:57:02 main:574] : INFO : Epoch 2011 | loss: 0.0311217 | val_loss: 0.0311442 | Time: 5770.25 ms
[2022-04-04 08:57:08 main:574] : INFO : Epoch 2012 | loss: 0.0311212 | val_loss: 0.0311412 | Time: 5447.56 ms
[2022-04-04 08:57:13 main:574] : INFO : Epoch 2013 | loss: 0.0311181 | val_loss: 0.0311434 | Time: 5412.02 ms
[2022-04-04 08:57:19 main:574] : INFO : Epoch 2014 | loss: 0.0311178 | val_loss: 0.0311451 | Time: 5558.12 ms
[2022-04-04 08:57:24 main:574] : INFO : Epoch 2015 | loss: 0.0311217 | val_loss: 0.031142 | Time: 5400.17 ms
[2022-04-04 08:57:30 main:574] : INFO : Epoch 2016 | loss: 0.0311216 | val_loss: 0.0311427 | Time: 5591.58 ms
[2022-04-04 08:57:35 main:574] : INFO : Epoch 2017 | loss: 0.031124 | val_loss: 0.0311443 | Time: 5398.53 ms
[2022-04-04 08:57:41 main:574] : INFO : Epoch 2018 | loss: 0.0311247 | val_loss: 0.0311468 | Time: 6104.91 ms
[2022-04-04 08:57:48 main:574] : INFO : Epoch 2019 | loss: 0.0311261 | val_loss: 0.0311529 | Time: 6563.88 ms
[2022-04-04 08:57:53 main:574] : INFO : Epoch 2020 | loss: 0.0311256 | val_loss: 0.0311454 | Time: 5530.19 ms
[2022-04-04 08:57:59 main:574] : INFO : Epoch 2021 | loss: 0.031122 | val_loss: 0.0311438 | Time: 5495.41 ms
[2022-04-04 08:58:05 main:574] : INFO : Epoch 2022 | loss: 0.0311218 | val_loss: 0.0311487 | Time: 5734.72 ms
[2022-04-04 08:58:10 main:574] : INFO : Epoch 2023 | loss: 0.0311284 | val_loss: 0.0311435 | Time: 5504.39 ms
[2022-04-04 08:58:15 main:574] : INFO : Epoch 2024 | loss: 0.0311252 | val_loss: 0.0311524 | Time: 5307.14 ms
[2022-04-04 08:58:21 main:574] : INFO : Epoch 2025 | loss: 0.0311252 | val_loss: 0.0311418 | Time: 5479.84 ms
[2022-04-04 08:58:27 main:574] : INFO : Epoch 2026 | loss: 0.0311257 | val_loss: 0.0311409 | Time: 5662.83 ms
[2022-04-04 08:58:32 main:574] : INFO : Epoch 2027 | loss: 0.0311234 | val_loss: 0.0311473 | Time: 5197.26 ms
[2022-04-04 08:58:37 main:574] : INFO : Epoch 2028 | loss: 0.0311252 | val_loss: 0.0311442 | Time: 5564.61 ms
[2022-04-04 08:58:43 main:574] : INFO : Epoch 2029 | loss: 0.0311257 | val_loss: 0.031152 | Time: 5363.36 ms
[2022-04-04 08:58:49 main:574] : INFO : Epoch 2030 | loss: 0.0311247 | val_loss: 0.0311476 | Time: 5786.42 ms
[2022-04-04 08:58:54 main:574] : INFO : Epoch 2031 | loss: 0.0311278 | val_loss: 0.031148 | Time: 5635.28 ms
[2022-04-04 08:59:00 main:574] : INFO : Epoch 2032 | loss: 0.031131 | val_loss: 0.0311502 | Time: 5501.43 ms
[2022-04-04 08:59:05 main:574] : INFO : Epoch 2033 | loss: 0.0311327 | val_loss: 0.0311552 | Time: 5487.25 ms
[2022-04-04 08:59:11 main:574] : INFO : Epoch 2034 | loss: 0.0311375 | val_loss: 0.0311501 | Time: 5337.84 ms
[2022-04-04 08:59:16 main:574] : INFO : Epoch 2035 | loss: 0.031134 | val_loss: 0.0311514 | Time: 5361.01 ms
[2022-04-04 08:59:22 main:574] : INFO : Epoch 2036 | loss: 0.0311413 | val_loss: 0.0311505 | Time: 5914.42 ms
[2022-04-04 08:59:28 main:574] : INFO : Epoch 2037 | loss: 0.0311427 | val_loss: 0.031147 | Time: 5682.89 ms
[2022-04-04 08:59:33 main:574] : INFO : Epoch 2038 | loss: 0.0311525 | val_loss: 0.0311612 | Time: 5845.44 ms
[2022-04-04 08:59:49 main:574] : INFO : Epoch 2039 | loss: 0.0311636 | val_loss: 0.0311636 | Time: 15470.2 ms
[2022-04-04 08:59:53 main:574] : INFO : Epoch 2040 | loss: 0.0311585 | val_loss: 0.0311564 | Time: 4422.4 ms
[2022-04-04 08:59:58 main:574] : INFO : Epoch 2041 | loss: 0.0311553 | val_loss: 0.0311576 | Time: 4802.49 ms
[2022-04-04 09:00:04 main:574] : INFO : Epoch 2042 | loss: 0.0311552 | val_loss: 0.0311527 | Time: 5434.83 ms
[2022-04-04 09:00:09 main:574] : INFO : Epoch 2043 | loss: 0.0311482 | val_loss: 0.0311521 | Time: 5283.99 ms
[2022-04-04 09:00:14 main:574] : INFO : Epoch 2044 | loss: 0.0311464 | val_loss: 0.0311516 | Time: 5478.67 ms
[2022-04-04 09:00:20 main:574] : INFO : Epoch 2045 | loss: 0.0311442 | val_loss: 0.0311512 | Time: 5498.31 ms
[2022-04-04 09:00:25 main:574] : INFO : Epoch 2046 | loss: 0.0311445 | val_loss: 0.0311513 | Time: 5522.25 ms
[2022-04-04 09:00:31 main:574] : INFO : Epoch 2047 | loss: 0.031146 | val_loss: 0.0311528 | Time: 5239.21 ms
[2022-04-04 09:00:36 main:574] : INFO : Epoch 2048 | loss: 0.0311461 | val_loss: 0.0311531 | Time: 5156.51 ms
[2022-04-04 09:00:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311531
[2022-04-04 09:00:36 main:603] : INFO : Saving end state to config to file
[2022-04-04 09:00:36 main:608] : INFO : Success, exiting..
09:00:36 (30832): 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)