Task 6659388
| Name | ParityMachine-1627980869-2761-2_0 |
| Workunit | 4407181 |
| Created | 16 Aug 2021, 2:09:59 UTC |
| Sent | 22 Aug 2021, 8:39:05 UTC |
| Report deadline | 29 Aug 2021, 8:39:05 UTC |
| Received | 22 Aug 2021, 20:50:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 30 sec |
| CPU time | 2 hours 19 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2 22:14:50 main:574] : INFO : Epoch 1542 | loss: 0.0311271 | val_loss: 0.0311398 | Time: 4152.92 ms [2021-08-22 22:14:54 main:574] : INFO : Epoch 1543 | loss: 0.031126 | val_loss: 0.0311411 | Time: 4153.22 ms [2021-08-22 22:14:58 main:574] : INFO : Epoch 1544 | loss: 0.0311242 | val_loss: 0.0311402 | Time: 4089.42 ms [2021-08-22 22:15:02 main:574] : INFO : Epoch 1545 | loss: 0.031126 | val_loss: 0.0311379 | Time: 4069.68 ms [2021-08-22 22:15:06 main:574] : INFO : Epoch 1546 | loss: 0.0311239 | val_loss: 0.0311406 | Time: 4099.55 ms [2021-08-22 22:15:10 main:574] : INFO : Epoch 1547 | loss: 0.0311275 | val_loss: 0.0311405 | Time: 4036.68 ms [2021-08-22 22:15:14 main:574] : INFO : Epoch 1548 | loss: 0.0311246 | val_loss: 0.0311392 | Time: 4074.85 ms [2021-08-22 22:15:18 main:574] : INFO : Epoch 1549 | loss: 0.0311227 | val_loss: 0.0311387 | Time: 4051.16 ms [2021-08-22 22:15:22 main:574] : INFO : Epoch 1550 | loss: 0.0311215 | val_loss: 0.0311404 | Time: 4057.99 ms [2021-08-22 22:15:27 main:574] : INFO : Epoch 1551 | loss: 0.0311202 | val_loss: 0.0311393 | Time: 4118.18 ms [2021-08-22 22:15:31 main:574] : INFO : Epoch 1552 | loss: 0.0311187 | val_loss: 0.0311382 | Time: 4109.69 ms [2021-08-22 22:15:35 main:574] : INFO : Epoch 1553 | loss: 0.0311191 | val_loss: 0.0311445 | Time: 4050.95 ms [2021-08-22 22:15:39 main:574] : INFO : Epoch 1554 | loss: 0.0311186 | val_loss: 0.03114 | Time: 4143.54 ms [2021-08-22 22:15:43 main:574] : INFO : Epoch 1555 | loss: 0.0311195 | val_loss: 0.0311389 | Time: 4140.82 ms [2021-08-22 22:15:47 main:574] : INFO : Epoch 1556 | loss: 0.0311231 | val_loss: 0.0311394 | Time: 4115.16 ms [2021-08-22 22:15:51 main:574] : INFO : Epoch 1557 | loss: 0.0311225 | val_loss: 0.0311397 | Time: 4063.14 ms [2021-08-22 22:15:55 main:574] : INFO : Epoch 1558 | loss: 0.0311186 | val_loss: 0.0311381 | Time: 4087.32 ms [2021-08-22 22:16:00 main:574] : INFO : Epoch 1559 | loss: 0.0311181 | val_loss: 0.0311402 | Time: 4089.13 ms [2021-08-22 22:16:04 main:574] : INFO : Epoch 1560 | loss: 0.0311175 | val_loss: 0.0311439 | Time: 4114.37 ms [2021-08-22 22:16:08 main:574] : INFO : Epoch 1561 | loss: 0.0311175 | val_loss: 0.0311387 | Time: 4182.65 ms [2021-08-22 22:16:12 main:574] : INFO : Epoch 1562 | loss: 0.0311176 | val_loss: 0.0311399 | Time: 4151.7 ms [2021-08-22 22:16:16 main:574] : INFO : Epoch 1563 | loss: 0.0311201 | val_loss: 0.0311441 | Time: 4191.55 ms [2021-08-22 22:16:20 main:574] : INFO : Epoch 1564 | loss: 0.0311338 | val_loss: 0.0311419 | Time: 4050.39 ms [2021-08-22 22:16:24 main:574] : INFO : Epoch 1565 | loss: 0.0311359 | val_loss: 0.031149 | Time: 4003.48 ms [2021-08-22 22:16:29 main:574] : INFO : Epoch 1566 | loss: 0.0311312 | val_loss: 0.0311397 | Time: 4246.03 ms [2021-08-22 22:16:33 main:574] : INFO : Epoch 1567 | loss: 0.0311252 | val_loss: 0.0311408 | Time: 4057.69 ms [2021-08-22 22:16:37 main:574] : INFO : Epoch 1568 | loss: 0.0311237 | val_loss: 0.0311401 | Time: 4007.17 ms [2021-08-22 22:16:41 main:574] : INFO : Epoch 1569 | loss: 0.0311209 | val_loss: 0.031138 | Time: 4097.08 ms [2021-08-22 22:16:45 main:574] : INFO : Epoch 1570 | loss: 0.0311194 | val_loss: 0.0311386 | Time: 4020.49 ms [2021-08-22 22:16:49 main:574] : INFO : Epoch 1571 | loss: 0.031119 | val_loss: 0.0311448 | Time: 4105.84 ms [2021-08-22 22:16:53 main:574] : INFO : Epoch 1572 | loss: 0.0311177 | val_loss: 0.0311415 | Time: 4057.01 ms [2021-08-22 22:16:57 main:574] : INFO : Epoch 1573 | loss: 0.0311181 | val_loss: 0.0311419 | Time: 4090.42 ms [2021-08-22 22:17:01 main:574] : INFO : Epoch 1574 | loss: 0.0311176 | val_loss: 0.0311433 | Time: 4030.44 ms [2021-08-22 22:17:05 main:574] : INFO : Epoch 1575 | loss: 0.0311175 | val_loss: 0.0311431 | Time: 4084.07 ms [2021-08-22 22:17:09 main:574] : INFO : Epoch 1576 | loss: 0.0311152 | val_loss: 0.0311416 | Time: 4007.77 ms [2021-08-22 22:17:13 main:574] : INFO : Epoch 1577 | loss: 0.0311155 | val_loss: 0.0311416 | Time: 4012.86 ms [2021-08-22 22:17:18 main:574] : INFO : Epoch 1578 | loss: 0.0311154 | val_loss: 0.0311391 | Time: 4088.88 ms [2021-08-22 22:17:22 main:574] : INFO : Epoch 1579 | loss: 0.0311153 | val_loss: 0.0311473 | Time: 4048.35 ms [2021-08-22 22:17:26 main:574] : INFO : Epoch 1580 | loss: 0.031121 | val_loss: 0.0311423 | Time: 4161.51 ms [2021-08-22 22:17:30 main:574] : INFO : Epoch 1581 | loss: 0.0311179 | val_loss: 0.0311433 | Time: 4132.85 ms [2021-08-22 22:17:34 main:574] : INFO : Epoch 1582 | loss: 0.031118 | val_loss: 0.0311395 | Time: 4012.13 ms [2021-08-22 22:17:38 main:574] : INFO : Epoch 1583 | loss: 0.0311164 | val_loss: 0.0311459 | Time: 4158.42 ms [2021-08-22 22:17:42 main:574] : INFO : Epoch 1584 | loss: 0.0311197 | val_loss: 0.0311421 | Time: 4062.57 ms [2021-08-22 22:17:46 main:574] : INFO : Epoch 1585 | loss: 0.031117 | val_loss: 0.0311383 | Time: 4029.6 ms [2021-08-22 22:17:51 main:574] : INFO : Epoch 1586 | loss: 0.0311164 | val_loss: 0.0311425 | Time: 4149.52 ms [2021-08-22 22:17:55 main:574] : INFO : Epoch 1587 | loss: 0.0311144 | val_loss: 0.031143 | Time: 4210.11 ms [2021-08-22 22:17:59 main:574] : INFO : Epoch 1588 | loss: 0.0311205 | val_loss: 0.0311436 | Time: 4211.23 ms [2021-08-22 22:18:03 main:574] : INFO : Epoch 1589 | loss: 0.0311207 | val_loss: 0.031152 | Time: 4115.78 ms [2021-08-22 22:18:07 main:574] : INFO : Epoch 1590 | loss: 0.031118 | val_loss: 0.0311399 | Time: 4207.82 ms [2021-08-22 22:18:12 main:574] : INFO : Epoch 1591 | loss: 0.0311147 | val_loss: 0.0311409 | Time: 4486.23 ms [2021-08-22 22:18:16 main:574] : INFO : Epoch 1592 | loss: 0.0311141 | val_loss: 0.0311385 | Time: 4404.77 ms [2021-08-22 22:18:20 main:574] : INFO : Epoch 1593 | loss: 0.031116 | val_loss: 0.0311399 | Time: 4148.65 ms [2021-08-22 22:18:25 main:574] : INFO : Epoch 1594 | loss: 0.0311142 | val_loss: 0.0311405 | Time: 4119.38 ms [2021-08-22 22:18:29 main:574] : INFO : Epoch 1595 | loss: 0.031113 | val_loss: 0.0311355 | Time: 4107.41 ms [2021-08-22 22:18:33 main:574] : INFO : Epoch 1596 | loss: 0.0311128 | val_loss: 0.0311367 | Time: 4037.49 ms [2021-08-22 22:18:37 main:574] : INFO : Epoch 1597 | loss: 0.0311137 | val_loss: 0.0311389 | Time: 4091.38 ms [2021-08-22 22:18:41 main:574] : INFO : Epoch 1598 | loss: 0.0311126 | val_loss: 0.0311431 | Time: 4072.91 ms [2021-08-22 22:18:45 main:574] : INFO : Epoch 1599 | loss: 0.0311149 | val_loss: 0.031136 | Time: 4137.37 ms [2021-08-22 22:18:49 main:574] : INFO : Epoch 1600 | loss: 0.0311125 | val_loss: 0.0311412 | Time: 4234.12 ms [2021-08-22 22:18:54 main:574] : INFO : Epoch 1601 | loss: 0.0311132 | val_loss: 0.0311426 | Time: 4189.39 ms [2021-08-22 22:18:58 main:574] : INFO : Epoch 1602 | loss: 0.0311108 | val_loss: 0.0311349 | Time: 4141.32 ms [2021-08-22 22:19:02 main:574] : INFO : Epoch 1603 | loss: 0.0311098 | val_loss: 0.0311385 | Time: 4094.14 ms [2021-08-22 22:19:06 main:574] : INFO : Epoch 1604 | loss: 0.0311087 | val_loss: 0.0311394 | Time: 4088.93 ms [2021-08-22 22:19:10 main:574] : INFO : Epoch 1605 | loss: 0.0311106 | val_loss: 0.0311394 | Time: 4020.9 ms [2021-08-22 22:19:14 main:574] : INFO : Epoch 1606 | loss: 0.0311107 | val_loss: 0.0311439 | Time: 4048.38 ms [2021-08-22 22:19:18 main:574] : INFO : Epoch 1607 | loss: 0.0311114 | val_loss: 0.0311422 | Time: 4106.86 ms [2021-08-22 22:19:22 main:574] : INFO : Epoch 1608 | loss: 0.0311131 | val_loss: 0.0311425 | Time: 4122.05 ms [2021-08-22 22:19:27 main:574] : INFO : Epoch 1609 | loss: 0.0311127 | val_loss: 0.0311364 | Time: 4206.01 ms [2021-08-22 22:19:31 main:574] : INFO : Epoch 1610 | loss: 0.0311108 | val_loss: 0.0311368 | Time: 4119.46 ms [2021-08-22 22:19:35 main:574] : INFO : Epoch 1611 | loss: 0.031114 | val_loss: 0.0311351 | Time: 4099.4 ms [2021-08-22 22:19:39 main:574] : INFO : Epoch 1612 | loss: 0.0311144 | val_loss: 0.031137 | Time: 4178.74 ms [2021-08-22 22:19:43 main:574] : INFO : Epoch 1613 | loss: 0.0311134 | val_loss: 0.0311344 | Time: 4033.83 ms [2021-08-22 22:19:47 main:574] : INFO : Epoch 1614 | loss: 0.0311126 | val_loss: 0.031133 | Time: 4069.28 ms [2021-08-22 22:19:51 main:574] : INFO : Epoch 1615 | loss: 0.03111 | val_loss: 0.0311352 | Time: 4184.58 ms [2021-08-22 22:19:56 main:574] : INFO : Epoch 1616 | loss: 0.0311091 | val_loss: 0.0311369 | Time: 4040.65 ms [2021-08-22 22:20:00 main:574] : INFO : Epoch 1617 | loss: 0.031111 | val_loss: 0.0311336 | Time: 4159.2 ms [2021-08-22 22:20:04 main:574] : INFO : Epoch 1618 | loss: 0.0311086 | val_loss: 0.0311344 | Time: 4054.79 ms [2021-08-22 22:20:08 main:574] : INFO : Epoch 1619 | loss: 0.0311075 | val_loss: 0.0311346 | Time: 4069.52 ms [2021-08-22 22:20:12 main:574] : INFO : Epoch 1620 | loss: 0.0311117 | val_loss: 0.0311532 | Time: 4166.44 ms [2021-08-22 22:20:16 main:574] : INFO : Epoch 1621 | loss: 0.0311265 | val_loss: 0.0311487 | Time: 4124.61 ms [2021-08-22 22:20:20 main:574] : INFO : Epoch 1622 | loss: 0.0311219 | val_loss: 0.0311405 | Time: 4158.8 ms [2021-08-22 22:20:24 main:574] : INFO : Epoch 1623 | loss: 0.0311181 | val_loss: 0.0311371 | Time: 4104.57 ms [2021-08-22 22:20:29 main:574] : INFO : Epoch 1624 | loss: 0.0311138 | val_loss: 0.0311392 | Time: 4142.86 ms [2021-08-22 22:20:33 main:574] : INFO : Epoch 1625 | loss: 0.0311108 | val_loss: 0.0311414 | Time: 4087.9 ms [2021-08-22 22:20:37 main:574] : INFO : Epoch 1626 | loss: 0.031109 | val_loss: 0.0311378 | Time: 4339.74 ms [2021-08-22 22:20:41 main:574] : INFO : Epoch 1627 | loss: 0.0311109 | val_loss: 0.0311391 | Time: 4121.78 ms [2021-08-22 22:20:45 main:574] : INFO : Epoch 1628 | loss: 0.0311086 | val_loss: 0.0311404 | Time: 4081.52 ms [2021-08-22 22:20:49 main:574] : INFO : Epoch 1629 | loss: 0.0311095 | val_loss: 0.0311384 | Time: 4180.8 ms [2021-08-22 22:20:54 main:574] : INFO : Epoch 1630 | loss: 0.0311072 | val_loss: 0.031136 | Time: 4183.79 ms [2021-08-22 22:20:58 main:574] : INFO : Epoch 1631 | loss: 0.0311073 | val_loss: 0.0311399 | Time: 4166.83 ms [2021-08-22 22:21:02 main:574] : INFO : Epoch 1632 | loss: 0.031108 | val_loss: 0.03114 | Time: 4166.45 ms [2021-08-22 22:21:06 main:574] : INFO : Epoch 1633 | loss: 0.0311118 | val_loss: 0.031144 | Time: 4079.8 ms [2021-08-22 22:21:10 main:574] : INFO : Epoch 1634 | loss: 0.0311116 | val_loss: 0.0311409 | Time: 4100.51 ms [2021-08-22 22:21:14 main:574] : INFO : Epoch 1635 | loss: 0.0311211 | val_loss: 0.0311469 | Time: 4022.31 ms [2021-08-22 22:21:18 main:574] : INFO : Epoch 1636 | loss: 0.0311284 | val_loss: 0.0311418 | Time: 3987.73 ms [2021-08-22 22:21:22 main:574] : INFO : Epoch 1637 | loss: 0.031138 | val_loss: 0.0311538 | Time: 4037.87 ms [2021-08-22 22:21:26 main:574] : INFO : Epoch 1638 | loss: 0.0311239 | val_loss: 0.031147 | Time: 4043.9 ms [2021-08-22 22:21:30 main:574] : INFO : Epoch 1639 | loss: 0.0311173 | val_loss: 0.0311397 | Time: 3962.31 ms [2021-08-22 22:21:34 main:574] : INFO : Epoch 1640 | loss: 0.0311166 | val_loss: 0.0311446 | Time: 4052.51 ms [2021-08-22 22:21:39 main:574] : INFO : Epoch 1641 | loss: 0.0311141 | val_loss: 0.0311392 | Time: 4141.22 ms [2021-08-22 22:21:43 main:574] : INFO : Epoch 1642 | loss: 0.03112 | val_loss: 0.0311467 | Time: 4014.4 ms [2021-08-22 22:21:47 main:574] : INFO : Epoch 1643 | loss: 0.0311235 | val_loss: 0.0311383 | Time: 4151.62 ms [2021-08-22 22:21:51 main:574] : INFO : Epoch 1644 | loss: 0.0311199 | val_loss: 0.0311395 | Time: 4167.04 ms [2021-08-22 22:21:55 main:574] : INFO : Epoch 1645 | loss: 0.0311162 | val_loss: 0.0311396 | Time: 4047.74 ms [2021-08-22 22:21:59 main:574] : INFO : Epoch 1646 | loss: 0.0311157 | val_loss: 0.0311402 | Time: 4140.2 ms [2021-08-22 22:22:03 main:574] : INFO : Epoch 1647 | loss: 0.0311157 | val_loss: 0.0311371 | Time: 4113.03 ms [2021-08-22 22:22:07 main:574] : INFO : Epoch 1648 | loss: 0.0311114 | val_loss: 0.0311367 | Time: 4103.85 ms [2021-08-22 22:22:12 main:574] : INFO : Epoch 1649 | loss: 0.0311112 | val_loss: 0.0311362 | Time: 4187.53 ms [2021-08-22 22:22:16 main:574] : INFO : Epoch 1650 | loss: 0.0311123 | val_loss: 0.0311415 | Time: 4220.72 ms [2021-08-22 22:22:20 main:574] : INFO : Epoch 1651 | loss: 0.0311121 | val_loss: 0.0311415 | Time: 4116.81 ms [2021-08-22 22:22:24 main:574] : INFO : Epoch 1652 | loss: 0.0311116 | val_loss: 0.0311414 | Time: 4088.67 ms [2021-08-22 22:22:28 main:574] : INFO : Epoch 1653 | loss: 0.0311189 | val_loss: 0.0311404 | Time: 4314.93 ms [2021-08-22 22:22:33 main:574] : INFO : Epoch 1654 | loss: 0.0311241 | val_loss: 0.0311392 | Time: 4095.63 ms [2021-08-22 22:22:37 main:574] : INFO : Epoch 1655 | loss: 0.0311269 | val_loss: 0.031153 | Time: 4173.68 ms [2021-08-22 22:22:41 main:574] : INFO : Epoch 1656 | loss: 0.0311409 | val_loss: 0.0311502 | Time: 4141.46 ms [2021-08-22 22:22:45 main:574] : INFO : Epoch 1657 | loss: 0.0311367 | val_loss: 0.0311534 | Time: 4176.33 ms [2021-08-22 22:22:49 main:574] : INFO : Epoch 1658 | loss: 0.0311319 | val_loss: 0.0311438 | Time: 4143.57 ms [2021-08-22 22:22:53 main:574] : INFO : Epoch 1659 | loss: 0.0311267 | val_loss: 0.0311447 | Time: 4084.67 ms [2021-08-22 22:22:58 main:574] : INFO : Epoch 1660 | loss: 0.0311237 | val_loss: 0.0311444 | Time: 4145.69 ms [2021-08-22 22:23:02 main:574] : INFO : Epoch 1661 | loss: 0.0311202 | val_loss: 0.0311425 | Time: 4086.97 ms [2021-08-22 22:23:06 main:574] : INFO : Epoch 1662 | loss: 0.0311161 | val_loss: 0.0311448 | Time: 4202.43 ms [2021-08-22 22:23:10 main:574] : INFO : Epoch 1663 | loss: 0.0311164 | val_loss: 0.0311434 | Time: 4023.07 ms [2021-08-22 22:23:14 main:574] : INFO : Epoch 1664 | loss: 0.0311147 | val_loss: 0.0311411 | Time: 4242.2 ms [2021-08-22 22:23:19 main:574] : INFO : Epoch 1665 | loss: 0.0311149 | val_loss: 0.0311374 | Time: 4414.42 ms [2021-08-22 22:23:23 main:574] : INFO : Epoch 1666 | loss: 0.0311166 | val_loss: 0.0311412 | Time: 4222.59 ms [2021-08-22 22:23:27 main:574] : INFO : Epoch 1667 | loss: 0.0311173 | val_loss: 0.0311442 | Time: 4084.86 ms [2021-08-22 22:23:31 main:574] : INFO : Epoch 1668 | loss: 0.0311239 | val_loss: 0.0311463 | Time: 4100.94 ms [2021-08-22 22:23:35 main:574] : INFO : Epoch 1669 | loss: 0.0311257 | val_loss: 0.031147 | Time: 4331.08 ms [2021-08-22 22:23:39 main:574] : INFO : Epoch 1670 | loss: 0.0311281 | val_loss: 0.0311484 | Time: 4011.8 ms [2021-08-22 22:23:44 main:574] : INFO : Epoch 1671 | loss: 0.0311248 | val_loss: 0.0311458 | Time: 4143.82 ms [2021-08-22 22:23:48 main:574] : INFO : Epoch 1672 | loss: 0.0311204 | val_loss: 0.0311439 | Time: 4350.85 ms [2021-08-22 22:23:53 main:574] : INFO : Epoch 1673 | loss: 0.0311206 | val_loss: 0.031147 | Time: 4595.87 ms [2021-08-22 22:23:57 main:574] : INFO : Epoch 1674 | loss: 0.0311292 | val_loss: 0.0311424 | Time: 4252.45 ms [2021-08-22 22:24:01 main:574] : INFO : Epoch 1675 | loss: 0.0311235 | val_loss: 0.0311412 | Time: 4192.01 ms [2021-08-22 22:24:05 main:574] : INFO : Epoch 1676 | loss: 0.0311192 | val_loss: 0.0311435 | Time: 4095 ms [2021-08-22 22:24:09 main:574] : INFO : Epoch 1677 | loss: 0.0311196 | val_loss: 0.0311428 | Time: 4104.39 ms [2021-08-22 22:24:13 main:574] : INFO : Epoch 1678 | loss: 0.0311166 | val_loss: 0.031142 | Time: 4027.35 ms [2021-08-22 22:24:17 main:574] : INFO : Epoch 1679 | loss: 0.0311155 | val_loss: 0.0311402 | Time: 4014.28 ms [2021-08-22 22:24:21 main:574] : INFO : Epoch 1680 | loss: 0.0311147 | val_loss: 0.0311369 | Time: 4075.29 ms [2021-08-22 22:24:26 main:574] : INFO : Epoch 1681 | loss: 0.0311178 | val_loss: 0.0311399 | Time: 4162.93 ms [2021-08-22 22:24:30 main:574] : INFO : Epoch 1682 | loss: 0.0311245 | val_loss: 0.0311397 | Time: 4039.61 ms [2021-08-22 22:24:34 main:574] : INFO : Epoch 1683 | loss: 0.0311249 | val_loss: 0.0311376 | Time: 4024.11 ms [2021-08-22 22:24:38 main:574] : INFO : Epoch 1684 | loss: 0.0311214 | val_loss: 0.0311353 | Time: 4108.76 ms [2021-08-22 22:24:42 main:574] : INFO : Epoch 1685 | loss: 0.0311174 | val_loss: 0.0311377 | Time: 4076.12 ms [2021-08-22 22:24:46 main:574] : INFO : Epoch 1686 | loss: 0.0311167 | val_loss: 0.0311405 | Time: 4097.76 ms [2021-08-22 22:24:50 main:574] : INFO : Epoch 1687 | loss: 0.0311316 | val_loss: 0.0311667 | Time: 4136.73 ms [2021-08-22 22:24:54 main:574] : INFO : Epoch 1688 | loss: 0.0311673 | val_loss: 0.031169 | Time: 4083.12 ms [2021-08-22 22:24:58 main:574] : INFO : Epoch 1689 | loss: 0.0311656 | val_loss: 0.0311681 | Time: 4136.85 ms [2021-08-22 22:25:03 main:574] : INFO : Epoch 1690 | loss: 0.0311618 | val_loss: 0.031167 | Time: 4232.78 ms [2021-08-22 22:25:07 main:574] : INFO : Epoch 1691 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 4105.61 ms [2021-08-22 22:25:11 main:574] : INFO : Epoch 1692 | loss: 0.0311568 | val_loss: 0.0311618 | Time: 4178.57 ms [2021-08-22 22:25:15 main:574] : INFO : Epoch 1693 | loss: 0.0311547 | val_loss: 0.0311573 | Time: 4111.27 ms [2021-08-22 22:25:19 main:574] : INFO : Epoch 1694 | loss: 0.03115 | val_loss: 0.0311546 | Time: 4273.01 ms [2021-08-22 22:25:24 main:574] : INFO : Epoch 1695 | loss: 0.0311489 | val_loss: 0.0311521 | Time: 4274.63 ms [2021-08-22 22:25:28 main:574] : INFO : Epoch 1696 | loss: 0.0311465 | val_loss: 0.0311522 | Time: 4059.04 ms [2021-08-22 22:25:32 main:574] : INFO : Epoch 1697 | loss: 0.0311451 | val_loss: 0.0311583 | Time: 4153.66 ms [2021-08-22 22:25:36 main:574] : INFO : Epoch 1698 | loss: 0.0311447 | val_loss: 0.0311555 | Time: 4184.98 ms [2021-08-22 22:25:40 main:574] : INFO : Epoch 1699 | loss: 0.0311423 | val_loss: 0.0311507 | Time: 4167.34 ms [2021-08-22 22:25:45 main:574] : INFO : Epoch 1700 | loss: 0.0311404 | val_loss: 0.0311551 | Time: 4084.35 ms [2021-08-22 22:25:49 main:574] : INFO : Epoch 1701 | loss: 0.0311391 | val_loss: 0.0311502 | Time: 4028 ms [2021-08-22 22:25:53 main:574] : INFO : Epoch 1702 | loss: 0.0311384 | val_loss: 0.0311523 | Time: 4304.39 ms [2021-08-22 22:25:57 main:574] : INFO : Epoch 1703 | loss: 0.0311382 | val_loss: 0.0311525 | Time: 4167.37 ms [2021-08-22 22:26:01 main:574] : INFO : Epoch 1704 | loss: 0.0311369 | val_loss: 0.0311518 | Time: 4139.59 ms [2021-08-22 22:26:05 main:574] : INFO : Epoch 1705 | loss: 0.0311356 | val_loss: 0.0311515 | Time: 4071.71 ms [2021-08-22 22:26:09 main:574] : INFO : Epoch 1706 | loss: 0.031134 | val_loss: 0.0311494 | Time: 4039.66 ms [2021-08-22 22:26:14 main:574] : INFO : Epoch 1707 | loss: 0.0311328 | val_loss: 0.0311495 | Time: 4123.66 ms [2021-08-22 22:26:18 main:574] : INFO : Epoch 1708 | loss: 0.0311351 | val_loss: 0.031149 | Time: 4094.65 ms [2021-08-22 22:26:22 main:574] : INFO : Epoch 1709 | loss: 0.0311329 | val_loss: 0.0311506 | Time: 4389.63 ms [2021-08-22 22:26:26 main:574] : INFO : Epoch 1710 | loss: 0.0311302 | val_loss: 0.031148 | Time: 4167.38 ms [2021-08-22 22:26:30 main:574] : INFO : Epoch 1711 | loss: 0.0311323 | val_loss: 0.0311472 | Time: 4082.51 ms [2021-08-22 22:26:34 main:574] : INFO : Epoch 1712 | loss: 0.0311281 | val_loss: 0.0311546 | Time: 4008.08 ms [2021-08-22 22:26:38 main:574] : INFO : Epoch 1713 | loss: 0.0311311 | val_loss: 0.0311454 | Time: 4097.22 ms [2021-08-22 22:26:43 main:574] : INFO : Epoch 1714 | loss: 0.0311269 | val_loss: 0.0311471 | Time: 4132.64 ms [2021-08-22 22:26:47 main:574] : INFO : Epoch 1715 | loss: 0.0311257 | val_loss: 0.0311457 | Time: 4033.86 ms [2021-08-22 22:26:51 main:574] : INFO : Epoch 1716 | loss: 0.0311297 | val_loss: 0.0311476 | Time: 4029.09 ms [2021-08-22 22:26:55 main:574] : INFO : Epoch 1717 | loss: 0.0311298 | val_loss: 0.0311481 | Time: 4118.64 ms [2021-08-22 22:26:59 main:574] : INFO : Epoch 1718 | loss: 0.0311279 | val_loss: 0.0311474 | Time: 4152.32 ms [2021-08-22 22:27:03 main:574] : INFO : Epoch 1719 | loss: 0.031125 | val_loss: 0.0311479 | Time: 4089.42 ms [2021-08-22 22:27:07 main:574] : INFO : Epoch 1720 | loss: 0.0311245 | val_loss: 0.0311447 | Time: 4063.07 ms [2021-08-22 22:27:11 main:574] : INFO : Epoch 1721 | loss: 0.0311252 | val_loss: 0.031149 | Time: 4002.31 ms [2021-08-22 22:27:15 main:574] : INFO : Epoch 1722 | loss: 0.0311241 | val_loss: 0.031148 | Time: 4044.24 ms [2021-08-22 22:27:19 main:574] : INFO : Epoch 1723 | loss: 0.0311219 | val_loss: 0.0311466 | Time: 4025.01 ms [2021-08-22 22:27:23 main:574] : INFO : Epoch 1724 | loss: 0.0311218 | val_loss: 0.0311521 | Time: 4080.97 ms [2021-08-22 22:27:28 main:574] : INFO : Epoch 1725 | loss: 0.0311233 | val_loss: 0.03115 | Time: 4100.51 ms [2021-08-22 22:27:32 main:574] : INFO : Epoch 1726 | loss: 0.0311224 | val_loss: 0.0311484 | Time: 4118.61 ms [2021-08-22 22:27:36 main:574] : INFO : Epoch 1727 | loss: 0.0311204 | val_loss: 0.0311503 | Time: 4141.16 ms [2021-08-22 22:27:40 main:574] : INFO : Epoch 1728 | loss: 0.0311195 | val_loss: 0.031149 | Time: 4140.48 ms [2021-08-22 22:27:44 main:574] : INFO : Epoch 1729 | loss: 0.0311198 | val_loss: 0.0311521 | Time: 4195.61 ms [2021-08-22 22:27:48 main:574] : INFO : Epoch 1730 | loss: 0.0311221 | val_loss: 0.0311474 | Time: 4208.15 ms [2021-08-22 22:27:53 main:574] : INFO : Epoch 1731 | loss: 0.0311175 | val_loss: 0.0311478 | Time: 4126 ms [2021-08-22 22:27:57 main:574] : INFO : Epoch 1732 | loss: 0.031117 | val_loss: 0.031148 | Time: 4070.84 ms [2021-08-22 22:28:01 main:574] : INFO : Epoch 1733 | loss: 0.0311158 | val_loss: 0.0311457 | Time: 4173.34 ms [2021-08-22 22:28:05 main:574] : INFO : Epoch 1734 | loss: 0.0311164 | val_loss: 0.0311483 | Time: 4123.12 ms [2021-08-22 22:28:09 main:574] : INFO : Epoch 1735 | loss: 0.0311165 | val_loss: 0.0311531 | Time: 4119.45 ms [2021-08-22 22:28:13 main:574] : INFO : Epoch 1736 | loss: 0.0311182 | val_loss: 0.0311557 | Time: 4135.62 ms [2021-08-22 22:28:17 main:574] : INFO : Epoch 1737 | loss: 0.0311158 | val_loss: 0.0311508 | Time: 4054.77 ms [2021-08-22 22:28:22 main:574] : INFO : Epoch 1738 | loss: 0.0311139 | val_loss: 0.0311514 | Time: 4116.3 ms [2021-08-22 22:28:26 main:574] : INFO : Epoch 1739 | loss: 0.0311136 | val_loss: 0.0311479 | Time: 4377.54 ms [2021-08-22 22:28:30 main:574] : INFO : Epoch 1740 | loss: 0.0311133 | val_loss: 0.0311483 | Time: 4125.99 ms [2021-08-22 22:28:34 main:574] : INFO : Epoch 1741 | loss: 0.0311158 | val_loss: 0.0311486 | Time: 4320.2 ms [2021-08-22 22:28:39 main:574] : INFO : Epoch 1742 | loss: 0.0311156 | val_loss: 0.0311479 | Time: 4088.03 ms [2021-08-22 22:28:43 main:574] : INFO : Epoch 1743 | loss: 0.0311198 | val_loss: 0.0311443 | Time: 4085.95 ms [2021-08-22 22:28:47 main:574] : INFO : Epoch 1744 | loss: 0.0311234 | val_loss: 0.0311489 | Time: 4203.95 ms [2021-08-22 22:28:51 main:574] : INFO : Epoch 1745 | loss: 0.0311157 | val_loss: 0.0311491 | Time: 4277.71 ms [2021-08-22 22:28:55 main:574] : INFO : Epoch 1746 | loss: 0.0311138 | val_loss: 0.0311474 | Time: 4065.97 ms [2021-08-22 22:28:59 main:574] : INFO : Epoch 1747 | loss: 0.0311132 | val_loss: 0.0311542 | Time: 4084.25 ms [2021-08-22 22:29:03 main:574] : INFO : Epoch 1748 | loss: 0.0311137 | val_loss: 0.0311477 | Time: 4109.55 ms [2021-08-22 22:29:08 main:574] : INFO : Epoch 1749 | loss: 0.0311125 | val_loss: 0.0311464 | Time: 4070.35 ms [2021-08-22 22:29:12 main:574] : INFO : Epoch 1750 | loss: 0.0311107 | val_loss: 0.0311493 | Time: 4009.96 ms [2021-08-22 22:29:16 main:574] : INFO : Epoch 1751 | loss: 0.0311134 | val_loss: 0.0311475 | Time: 4039.57 ms [2021-08-22 22:29:20 main:574] : INFO : Epoch 1752 | loss: 0.0311143 | val_loss: 0.031146 | Time: 4125.75 ms [2021-08-22 22:29:24 main:574] : INFO : Epoch 1753 | loss: 0.0311173 | val_loss: 0.0311445 | Time: 4024.69 ms [2021-08-22 22:29:28 main:574] : INFO : Epoch 1754 | loss: 0.0311225 | val_loss: 0.0311446 | Time: 4030.31 ms [2021-08-22 22:29:32 main:574] : INFO : Epoch 1755 | loss: 0.0311214 | val_loss: 0.0311428 | Time: 4045.46 ms [2021-08-22 22:29:36 main:574] : INFO : Epoch 1756 | loss: 0.0311169 | val_loss: 0.031143 | Time: 3980.93 ms [2021-08-22 22:29:40 main:574] : INFO : Epoch 1757 | loss: 0.031116 | val_loss: 0.031142 | Time: 4215.59 ms [2021-08-22 22:29:44 main:574] : INFO : Epoch 1758 | loss: 0.0311173 | val_loss: 0.0311435 | Time: 4071.91 ms [2021-08-22 22:29:48 main:574] : INFO : Epoch 1759 | loss: 0.0311161 | val_loss: 0.031142 | Time: 4080.82 ms [2021-08-22 22:29:53 main:574] : INFO : Epoch 1760 | loss: 0.0311159 | val_loss: 0.031147 | Time: 4093.28 ms [2021-08-22 22:29:57 main:574] : INFO : Epoch 1761 | loss: 0.0311186 | val_loss: 0.0311485 | Time: 4061.75 ms [2021-08-22 22:30:01 main:574] : INFO : Epoch 1762 | loss: 0.0311248 | val_loss: 0.0311487 | Time: 4151.07 ms [2021-08-22 22:30:05 main:574] : INFO : Epoch 1763 | loss: 0.0311235 | val_loss: 0.0311419 | Time: 4146.83 ms [2021-08-22 22:30:09 main:574] : INFO : Epoch 1764 | loss: 0.0311198 | val_loss: 0.0311429 | Time: 4183.08 ms [2021-08-22 22:30:13 main:574] : INFO : Epoch 1765 | loss: 0.0311179 | val_loss: 0.0311472 | Time: 4039.07 ms [2021-08-22 22:30:17 main:574] : INFO : Epoch 1766 | loss: 0.0311161 | val_loss: 0.0311454 | Time: 4106.65 ms [2021-08-22 22:30:22 main:574] : INFO : Epoch 1767 | loss: 0.0311158 | val_loss: 0.0311502 | Time: 4178.42 ms [2021-08-22 22:30:26 main:574] : INFO : Epoch 1768 | loss: 0.0311148 | val_loss: 0.0311444 | Time: 4078.33 ms [2021-08-22 22:30:30 main:574] : INFO : Epoch 1769 | loss: 0.0311132 | val_loss: 0.0311425 | Time: 4189.66 ms [2021-08-22 22:30:34 main:574] : INFO : Epoch 1770 | loss: 0.0311128 | val_loss: 0.0311454 | Time: 3996.87 ms [2021-08-22 22:30:39 main:574] : INFO : Epoch 1771 | loss: 0.0311125 | val_loss: 0.0311446 | Time: 4940.67 ms [2021-08-22 22:30:43 main:574] : INFO : Epoch 1772 | loss: 0.0311127 | val_loss: 0.0311492 | Time: 4187.91 ms [2021-08-22 22:30:47 main:574] : INFO : Epoch 1773 | loss: 0.0311111 | val_loss: 0.0311489 | Time: 4379.57 ms [2021-08-22 22:30:52 main:574] : INFO : Epoch 1774 | loss: 0.03111 | val_loss: 0.031146 | Time: 4645.49 ms [2021-08-22 22:30:57 main:574] : INFO : Epoch 1775 | loss: 0.0311107 | val_loss: 0.0311481 | Time: 4825.88 ms [2021-08-22 22:31:02 main:574] : INFO : Epoch 1776 | loss: 0.0311108 | val_loss: 0.0311504 | Time: 4997.41 ms [2021-08-22 22:31:06 main:574] : INFO : Epoch 1777 | loss: 0.0311124 | val_loss: 0.0311459 | Time: 4520.48 ms [2021-08-22 22:31:11 main:574] : INFO : Epoch 1778 | loss: 0.0311123 | val_loss: 0.0311474 | Time: 4375.2 ms [2021-08-22 22:31:15 main:574] : INFO : Epoch 1779 | loss: 0.0311138 | val_loss: 0.0311482 | Time: 4453.71 ms [2021-08-22 22:31:20 main:574] : INFO : Epoch 1780 | loss: 0.0311142 | val_loss: 0.0311491 | Time: 5043.74 ms [2021-08-22 22:31:25 main:574] : INFO : Epoch 1781 | loss: 0.0311109 | val_loss: 0.0311519 | Time: 4536.56 ms [2021-08-22 22:31:29 main:574] : INFO : Epoch 1782 | loss: 0.0311095 | val_loss: 0.0311462 | Time: 4353.69 ms [2021-08-22 22:31:33 main:574] : INFO : Epoch 1783 | loss: 0.0311096 | val_loss: 0.0311534 | Time: 4208.97 ms [2021-08-22 22:31:38 main:574] : INFO : Epoch 1784 | loss: 0.0311081 | val_loss: 0.031148 | Time: 4267.58 ms [2021-08-22 22:31:42 main:574] : INFO : Epoch 1785 | loss: 0.0311067 | val_loss: 0.031152 | Time: 4251.87 ms [2021-08-22 22:31:46 main:574] : INFO : Epoch 1786 | loss: 0.0311051 | val_loss: 0.0311469 | Time: 4157.13 ms [2021-08-22 22:31:50 main:574] : INFO : Epoch 1787 | loss: 0.0311051 | val_loss: 0.0311452 | Time: 4103.3 ms [2021-08-22 22:31:54 main:574] : INFO : Epoch 1788 | loss: 0.0311067 | val_loss: 0.0311495 | Time: 4166.61 ms [2021-08-22 22:31:59 main:574] : INFO : Epoch 1789 | loss: 0.0311095 | val_loss: 0.031143 | Time: 4134.53 ms [2021-08-22 22:32:03 main:574] : INFO : Epoch 1790 | loss: 0.0311116 | val_loss: 0.0311444 | Time: 4106.05 ms [2021-08-22 22:32:07 main:574] : INFO : Epoch 1791 | loss: 0.0311094 | val_loss: 0.0311441 | Time: 4016.98 ms [2021-08-22 22:32:11 main:574] : INFO : Epoch 1792 | loss: 0.0311084 | val_loss: 0.0311435 | Time: 4009.94 ms [2021-08-22 22:32:15 main:574] : INFO : Epoch 1793 | loss: 0.0311064 | val_loss: 0.0311457 | Time: 4047.84 ms [2021-08-22 22:32:19 main:574] : INFO : Epoch 1794 | loss: 0.0311078 | val_loss: 0.031144 | Time: 4043.7 ms [2021-08-22 22:32:23 main:574] : INFO : Epoch 1795 | loss: 0.031109 | val_loss: 0.0311458 | Time: 4077.14 ms [2021-08-22 22:32:27 main:574] : INFO : Epoch 1796 | loss: 0.0311117 | val_loss: 0.0311452 | Time: 4055.11 ms [2021-08-22 22:32:31 main:574] : INFO : Epoch 1797 | loss: 0.031109 | val_loss: 0.031146 | Time: 4003.12 ms [2021-08-22 22:32:35 main:574] : INFO : Epoch 1798 | loss: 0.0311107 | val_loss: 0.0311461 | Time: 4027.47 ms [2021-08-22 22:32:39 main:574] : INFO : Epoch 1799 | loss: 0.0311083 | val_loss: 0.0311434 | Time: 4096.61 ms [2021-08-22 22:32:43 main:574] : INFO : Epoch 1800 | loss: 0.0311079 | val_loss: 0.0311467 | Time: 4044.37 ms [2021-08-22 22:32:48 main:574] : INFO : Epoch 1801 | loss: 0.0311082 | val_loss: 0.031144 | Time: 4437.54 ms [2021-08-22 22:32:52 main:574] : INFO : Epoch 1802 | loss: 0.0311072 | val_loss: 0.0311463 | Time: 4090.93 ms [2021-08-22 22:32:56 main:574] : INFO : Epoch 1803 | loss: 0.0311063 | val_loss: 0.0311467 | Time: 4166.22 ms [2021-08-22 22:33:00 main:574] : INFO : Epoch 1804 | loss: 0.0311064 | val_loss: 0.0311472 | Time: 4196.62 ms [2021-08-22 22:33:05 main:574] : INFO : Epoch 1805 | loss: 0.0311081 | val_loss: 0.0311534 | Time: 4227.84 ms [2021-08-22 22:33:09 main:574] : INFO : Epoch 1806 | loss: 0.0311061 | val_loss: 0.0311488 | Time: 4001.74 ms [2021-08-22 22:33:13 main:574] : INFO : Epoch 1807 | loss: 0.0311105 | val_loss: 0.0311497 | Time: 4056.9 ms [2021-08-22 22:33:17 main:574] : INFO : Epoch 1808 | loss: 0.0311067 | val_loss: 0.0311456 | Time: 4087.6 ms [2021-08-22 22:33:21 main:574] : INFO : Epoch 1809 | loss: 0.0311042 | val_loss: 0.0311454 | Time: 4016.95 ms [2021-08-22 22:33:25 main:574] : INFO : Epoch 1810 | loss: 0.0311039 | val_loss: 0.031147 | Time: 3997.21 ms [2021-08-22 22:33:29 main:574] : INFO : Epoch 1811 | loss: 0.0311025 | val_loss: 0.0311443 | Time: 4081.99 ms [2021-08-22 22:33:33 main:574] : INFO : Epoch 1812 | loss: 0.0311039 | val_loss: 0.0311444 | Time: 4474.33 ms [2021-08-22 22:33:38 main:574] : INFO : Epoch 1813 | loss: 0.0311021 | val_loss: 0.0311441 | Time: 4305.39 ms [2021-08-22 22:33:42 main:574] : INFO : Epoch 1814 | loss: 0.0311064 | val_loss: 0.0311461 | Time: 4197.93 ms [2021-08-22 22:33:46 main:574] : INFO : Epoch 1815 | loss: 0.031109 | val_loss: 0.0311422 | Time: 4175.18 ms [2021-08-22 22:33:50 main:574] : INFO : Epoch 1816 | loss: 0.0311092 | val_loss: 0.0311439 | Time: 4123.2 ms [2021-08-22 22:33:54 main:574] : INFO : Epoch 1817 | loss: 0.0311137 | val_loss: 0.031151 | Time: 4218.57 ms [2021-08-22 22:33:59 main:574] : INFO : Epoch 1818 | loss: 0.0311114 | val_loss: 0.0311443 | Time: 4103.6 ms [2021-08-22 22:34:03 main:574] : INFO : Epoch 1819 | loss: 0.0311107 | val_loss: 0.0311404 | Time: 4163.57 ms [2021-08-22 22:34:07 main:574] : INFO : Epoch 1820 | loss: 0.0311106 | val_loss: 0.0311389 | Time: 4076.65 ms [2021-08-22 22:34:11 main:574] : INFO : Epoch 1821 | loss: 0.0311111 | val_loss: 0.0311406 | Time: 4167.82 ms [2021-08-22 22:34:15 main:574] : INFO : Epoch 1822 | loss: 0.0311117 | val_loss: 0.0311384 | Time: 4090.26 ms [2021-08-22 22:34:19 main:574] : INFO : Epoch 1823 | loss: 0.03111 | val_loss: 0.031141 | Time: 4126.08 ms [2021-08-22 22:34:23 main:574] : INFO : Epoch 1824 | loss: 0.031105 | val_loss: 0.0311416 | Time: 4127.43 ms [2021-08-22 22:34:28 main:574] : INFO : Epoch 1825 | loss: 0.0311052 | val_loss: 0.0311394 | Time: 4126.55 ms [2021-08-22 22:34:32 main:574] : INFO : Epoch 1826 | loss: 0.0311045 | val_loss: 0.0311432 | Time: 4084.48 ms [2021-08-22 22:34:36 main:574] : INFO : Epoch 1827 | loss: 0.0311047 | val_loss: 0.0311411 | Time: 4079.39 ms [2021-08-22 22:34:40 main:574] : INFO : Epoch 1828 | loss: 0.0311086 | val_loss: 0.0311498 | Time: 4163.4 ms [2021-08-22 22:34:44 main:574] : INFO : Epoch 1829 | loss: 0.0311107 | val_loss: 0.0311451 | Time: 4104.8 ms [2021-08-22 22:34:48 main:574] : INFO : Epoch 1830 | loss: 0.0311071 | val_loss: 0.0311413 | Time: 4254.04 ms [2021-08-22 22:34:53 main:574] : INFO : Epoch 1831 | loss: 0.0311092 | val_loss: 0.0311445 | Time: 4066.67 ms [2021-08-22 22:34:57 main:574] : INFO : Epoch 1832 | loss: 0.0311099 | val_loss: 0.0311431 | Time: 4101.25 ms [2021-08-22 22:35:01 main:574] : INFO : Epoch 1833 | loss: 0.0311122 | val_loss: 0.0311431 | Time: 4154.44 ms [2021-08-22 22:35:05 main:574] : INFO : Epoch 1834 | loss: 0.0311164 | val_loss: 0.0311436 | Time: 4039.06 ms [2021-08-22 22:35:09 main:574] : INFO : Epoch 1835 | loss: 0.0311166 | val_loss: 0.031143 | Time: 4152.98 ms [2021-08-22 22:35:13 main:574] : INFO : Epoch 1836 | loss: 0.0311127 | val_loss: 0.031145 | Time: 4160.45 ms [2021-08-22 22:35:17 main:574] : INFO : Epoch 1837 | loss: 0.0311127 | val_loss: 0.0311434 | Time: 4158.36 ms [2021-08-22 22:35:22 main:574] : INFO : Epoch 1838 | loss: 0.0311094 | val_loss: 0.0311444 | Time: 4099.26 ms [2021-08-22 22:35:26 main:574] : INFO : Epoch 1839 | loss: 0.0311088 | val_loss: 0.0311509 | Time: 4147.36 ms [2021-08-22 22:35:30 main:574] : INFO : Epoch 1840 | loss: 0.0311069 | val_loss: 0.0311429 | Time: 4194.39 ms [2021-08-22 22:35:34 main:574] : INFO : Epoch 1841 | loss: 0.0311108 | val_loss: 0.0311389 | Time: 4180.31 ms [2021-08-22 22:35:38 main:574] : INFO : Epoch 1842 | loss: 0.0311152 | val_loss: 0.0311432 | Time: 4186.04 ms [2021-08-22 22:35:43 main:574] : INFO : Epoch 1843 | loss: 0.0311144 | val_loss: 0.0311459 | Time: 4158.15 ms [2021-08-22 22:35:47 main:574] : INFO : Epoch 1844 | loss: 0.031112 | val_loss: 0.0311426 | Time: 4202.3 ms [2021-08-22 22:35:51 main:574] : INFO : Epoch 1845 | loss: 0.031112 | val_loss: 0.0311413 | Time: 4318.33 ms [2021-08-22 22:35:55 main:574] : INFO : Epoch 1846 | loss: 0.0311141 | val_loss: 0.0311435 | Time: 4145.54 ms [2021-08-22 22:35:59 main:574] : INFO : Epoch 1847 | loss: 0.031111 | val_loss: 0.0311437 | Time: 4132 ms [2021-08-22 22:36:04 main:574] : INFO : Epoch 1848 | loss: 0.0311086 | val_loss: 0.0311418 | Time: 4152.79 ms [2021-08-22 22:36:08 main:574] : INFO : Epoch 1849 | loss: 0.0311106 | val_loss: 0.0311403 | Time: 4179.59 ms [2021-08-22 22:36:12 main:574] : INFO : Epoch 1850 | loss: 0.0311053 | val_loss: 0.0311489 | Time: 4137.07 ms [2021-08-22 22:36:16 main:574] : INFO : Epoch 1851 | loss: 0.0311043 | val_loss: 0.0311471 | Time: 4083.24 ms [2021-08-22 22:36:20 main:574] : INFO : Epoch 1852 | loss: 0.0311048 | val_loss: 0.0311442 | Time: 4119.88 ms [2021-08-22 22:36:24 main:574] : INFO : Epoch 1853 | loss: 0.0311031 | val_loss: 0.0311477 | Time: 4098.45 ms [2021-08-22 22:36:29 main:574] : INFO : Epoch 1854 | loss: 0.0311059 | val_loss: 0.0311429 | Time: 4216.16 ms [2021-08-22 22:36:33 main:574] : INFO : Epoch 1855 | loss: 0.0311044 | val_loss: 0.0311451 | Time: 4147.85 ms [2021-08-22 22:36:37 main:574] : INFO : Epoch 1856 | loss: 0.0311031 | val_loss: 0.0311412 | Time: 4172.73 ms [2021-08-22 22:36:41 main:574] : INFO : Epoch 1857 | loss: 0.0311029 | val_loss: 0.0311384 | Time: 4121.38 ms [2021-08-22 22:36:45 main:574] : INFO : Epoch 1858 | loss: 0.0311028 | val_loss: 0.0311421 | Time: 4101.29 ms [2021-08-22 22:36:49 main:574] : INFO : Epoch 1859 | loss: 0.0311011 | val_loss: 0.031142 | Time: 4120.98 ms [2021-08-22 22:36:53 main:574] : INFO : Epoch 1860 | loss: 0.0311017 | val_loss: 0.0311414 | Time: 4058.55 ms [2021-08-22 22:36:58 main:574] : INFO : Epoch 1861 | loss: 0.0311017 | val_loss: 0.0311426 | Time: 4175.82 ms [2021-08-22 22:37:02 main:574] : INFO : Epoch 1862 | loss: 0.031101 | val_loss: 0.0311429 | Time: 4217.01 ms [2021-08-22 22:37:06 main:574] : INFO : Epoch 1863 | loss: 0.0311033 | val_loss: 0.0311424 | Time: 4039.82 ms [2021-08-22 22:37:10 main:574] : INFO : Epoch 1864 | loss: 0.0311004 | val_loss: 0.0311449 | Time: 4115.53 ms [2021-08-22 22:37:14 main:574] : INFO : Epoch 1865 | loss: 0.0311041 | val_loss: 0.0311458 | Time: 4178.92 ms [2021-08-22 22:37:18 main:574] : INFO : Epoch 1866 | loss: 0.0311013 | val_loss: 0.0311425 | Time: 4195.65 ms [2021-08-22 22:37:23 main:574] : INFO : Epoch 1867 | loss: 0.0311039 | val_loss: 0.0311465 | Time: 4146.6 ms [2021-08-22 22:37:27 main:574] : INFO : Epoch 1868 | loss: 0.031102 | val_loss: 0.0311443 | Time: 4322.66 ms [2021-08-22 22:37:31 main:574] : INFO : Epoch 1869 | loss: 0.0311011 | val_loss: 0.0311419 | Time: 4416.94 ms [2021-08-22 22:37:35 main:574] : INFO : Epoch 1870 | loss: 0.031106 | val_loss: 0.0311446 | Time: 4036 ms [2021-08-22 22:37:40 main:574] : INFO : Epoch 1871 | loss: 0.0311081 | val_loss: 0.0311477 | Time: 4137.17 ms [2021-08-22 22:37:44 main:574] : INFO : Epoch 1872 | loss: 0.0311045 | val_loss: 0.0311436 | Time: 4244.54 ms [2021-08-22 22:37:48 main:574] : INFO : Epoch 1873 | loss: 0.0311044 | val_loss: 0.0311436 | Time: 4132.46 ms [2021-08-22 22:37:52 main:574] : INFO : Epoch 1874 | loss: 0.0311045 | val_loss: 0.0311422 | Time: 4171.68 ms [2021-08-22 22:37:56 main:574] : INFO : Epoch 1875 | loss: 0.0311035 | val_loss: 0.0311392 | Time: 4078.27 ms [2021-08-22 22:38:00 main:574] : INFO : Epoch 1876 | loss: 0.0311032 | val_loss: 0.0311371 | Time: 4093.98 ms [2021-08-22 22:38:05 main:574] : INFO : Epoch 1877 | loss: 0.0311057 | val_loss: 0.0311383 | Time: 4128.55 ms [2021-08-22 22:38:09 main:574] : INFO : Epoch 1878 | loss: 0.0311103 | val_loss: 0.0311399 | Time: 4104.47 ms [2021-08-22 22:38:13 main:574] : INFO : Epoch 1879 | loss: 0.0311136 | val_loss: 0.0311398 | Time: 3971.39 ms [2021-08-22 22:38:17 main:574] : INFO : Epoch 1880 | loss: 0.0311161 | val_loss: 0.03114 | Time: 4206.12 ms [2021-08-22 22:38:21 main:574] : INFO : Epoch 1881 | loss: 0.03111 | val_loss: 0.0311416 | Time: 4108.46 ms [2021-08-22 22:38:25 main:574] : INFO : Epoch 1882 | loss: 0.0311098 | val_loss: 0.0311401 | Time: 4079.5 ms [2021-08-22 22:38:29 main:574] : INFO : Epoch 1883 | loss: 0.031108 | val_loss: 0.0311403 | Time: 4087.46 ms [2021-08-22 22:38:33 main:574] : INFO : Epoch 1884 | loss: 0.0311072 | val_loss: 0.0311412 | Time: 4198.43 ms [2021-08-22 22:38:38 main:574] : INFO : Epoch 1885 | loss: 0.0311079 | val_loss: 0.031139 | Time: 4286.07 ms [2021-08-22 22:38:42 main:574] : INFO : Epoch 1886 | loss: 0.0311076 | val_loss: 0.0311423 | Time: 4551.8 ms [2021-08-22 22:38:46 main:574] : INFO : Epoch 1887 | loss: 0.0311084 | val_loss: 0.0311503 | Time: 4198.46 ms [2021-08-22 22:38:51 main:574] : INFO : Epoch 1888 | loss: 0.0311048 | val_loss: 0.0311513 | Time: 4176.33 ms [2021-08-22 22:38:55 main:574] : INFO : Epoch 1889 | loss: 0.0311027 | val_loss: 0.0311405 | Time: 4239.67 ms [2021-08-22 22:38:59 main:574] : INFO : Epoch 1890 | loss: 0.0311018 | val_loss: 0.031145 | Time: 3989.06 ms [2021-08-22 22:39:03 main:574] : INFO : Epoch 1891 | loss: 0.0311087 | val_loss: 0.0311517 | Time: 4169.8 ms [2021-08-22 22:39:07 main:574] : INFO : Epoch 1892 | loss: 0.0311697 | val_loss: 0.031449 | Time: 4066.35 ms [2021-08-22 22:39:11 main:574] : INFO : Epoch 1893 | loss: 0.0547981 | val_loss: 0.0375113 | Time: 4084.71 ms [2021-08-22 22:39:16 main:574] : INFO : Epoch 1894 | loss: 0.0447427 | val_loss: 0.0360315 | Time: 4294.86 ms [2021-08-22 22:39:20 main:574] : INFO : Epoch 1895 | loss: 0.03259 | val_loss: 0.0314545 | Time: 4206.17 ms [2021-08-22 22:39:24 main:574] : INFO : Epoch 1896 | loss: 0.0314221 | val_loss: 0.0313311 | Time: 4090.27 ms [2021-08-22 22:39:28 main:574] : INFO : Epoch 1897 | loss: 0.0312771 | val_loss: 0.0312516 | Time: 4164.64 ms [2021-08-22 22:39:32 main:574] : INFO : Epoch 1898 | loss: 0.0312374 | val_loss: 0.0312283 | Time: 4120.44 ms [2021-08-22 22:39:36 main:574] : INFO : Epoch 1899 | loss: 0.0312163 | val_loss: 0.0312085 | Time: 4124.37 ms [2021-08-22 22:39:40 main:574] : INFO : Epoch 1900 | loss: 0.0311973 | val_loss: 0.0311916 | Time: 4065.94 ms [2021-08-22 22:39:45 main:574] : INFO : Epoch 1901 | loss: 0.0311799 | val_loss: 0.0311779 | Time: 4151.09 ms [2021-08-22 22:39:49 main:574] : INFO : Epoch 1902 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 4192.72 ms [2021-08-22 22:39:53 main:574] : INFO : Epoch 1903 | loss: 0.03116 | val_loss: 0.031164 | Time: 4144.08 ms [2021-08-22 22:39:57 main:574] : INFO : Epoch 1904 | loss: 0.0311554 | val_loss: 0.0311625 | Time: 4182.47 ms [2021-08-22 22:40:01 main:574] : INFO : Epoch 1905 | loss: 0.0311534 | val_loss: 0.0311603 | Time: 4209.99 ms [2021-08-22 22:40:06 main:574] : INFO : Epoch 1906 | loss: 0.0311524 | val_loss: 0.0311602 | Time: 4084.94 ms [2021-08-22 22:40:10 main:574] : INFO : Epoch 1907 | loss: 0.0311502 | val_loss: 0.0311591 | Time: 4074.5 ms [2021-08-22 22:40:14 main:574] : INFO : Epoch 1908 | loss: 0.0311496 | val_loss: 0.0311567 | Time: 4114.69 ms [2021-08-22 22:40:18 main:574] : INFO : Epoch 1909 | loss: 0.0311476 | val_loss: 0.0311555 | Time: 4067.91 ms [2021-08-22 22:40:22 main:574] : INFO : Epoch 1910 | loss: 0.0311464 | val_loss: 0.0311553 | Time: 4156.78 ms [2021-08-22 22:40:26 main:574] : INFO : Epoch 1911 | loss: 0.0311451 | val_loss: 0.0311551 | Time: 4207.02 ms [2021-08-22 22:40:31 main:574] : INFO : Epoch 1912 | loss: 0.0311441 | val_loss: 0.0311546 | Time: 4188.28 ms [2021-08-22 22:40:35 main:574] : INFO : Epoch 1913 | loss: 0.0311431 | val_loss: 0.0311536 | Time: 4072.78 ms [2021-08-22 22:40:39 main:574] : INFO : Epoch 1914 | loss: 0.0311419 | val_loss: 0.0311528 | Time: 4173.73 ms [2021-08-22 22:40:43 main:574] : INFO : Epoch 1915 | loss: 0.0311408 | val_loss: 0.0311525 | Time: 4379.79 ms [2021-08-22 22:40:47 main:574] : INFO : Epoch 1916 | loss: 0.03114 | val_loss: 0.0311506 | Time: 4192.9 ms [2021-08-22 22:40:51 main:574] : INFO : Epoch 1917 | loss: 0.031139 | val_loss: 0.0311513 | Time: 4065.23 ms [2021-08-22 22:40:56 main:574] : INFO : Epoch 1918 | loss: 0.0311386 | val_loss: 0.0311507 | Time: 4207.9 ms [2021-08-22 22:41:00 main:574] : INFO : Epoch 1919 | loss: 0.0311373 | val_loss: 0.0311507 | Time: 4159.15 ms [2021-08-22 22:41:04 main:574] : INFO : Epoch 1920 | loss: 0.031137 | val_loss: 0.0311485 | Time: 4068.82 ms [2021-08-22 22:41:08 main:574] : INFO : Epoch 1921 | loss: 0.031136 | val_loss: 0.0311491 | Time: 4080.3 ms [2021-08-22 22:41:12 main:574] : INFO : Epoch 1922 | loss: 0.0311352 | val_loss: 0.0311505 | Time: 4069.53 ms [2021-08-22 22:41:16 main:574] : INFO : Epoch 1923 | loss: 0.0311364 | val_loss: 0.0311481 | Time: 4090.72 ms [2021-08-22 22:41:20 main:574] : INFO : Epoch 1924 | loss: 0.0311365 | val_loss: 0.0311493 | Time: 4047.35 ms [2021-08-22 22:41:24 main:574] : INFO : Epoch 1925 | loss: 0.0311394 | val_loss: 0.0311483 | Time: 4051.3 ms [2021-08-22 22:41:29 main:574] : INFO : Epoch 1926 | loss: 0.0311378 | val_loss: 0.031148 | Time: 4073.05 ms [2021-08-22 22:41:33 main:574] : INFO : Epoch 1927 | loss: 0.0311377 | val_loss: 0.0311466 | Time: 4081.7 ms [2021-08-22 22:41:37 main:574] : INFO : Epoch 1928 | loss: 0.0311365 | val_loss: 0.0311484 | Time: 4206.2 ms [2021-08-22 22:41:41 main:574] : INFO : Epoch 1929 | loss: 0.0311341 | val_loss: 0.0311478 | Time: 4197.28 ms [2021-08-22 22:41:45 main:574] : INFO : Epoch 1930 | loss: 0.0311331 | val_loss: 0.0311469 | Time: 4127.07 ms [2021-08-22 22:41:49 main:574] : INFO : Epoch 1931 | loss: 0.0311323 | val_loss: 0.0311475 | Time: 4025.56 ms [2021-08-22 22:41:53 main:574] : INFO : Epoch 1932 | loss: 0.0311328 | val_loss: 0.0311471 | Time: 4120.74 ms [2021-08-22 22:41:58 main:574] : INFO : Epoch 1933 | loss: 0.0311327 | val_loss: 0.0311489 | Time: 4146.94 ms [2021-08-22 22:42:02 main:574] : INFO : Epoch 1934 | loss: 0.0311333 | val_loss: 0.0311492 | Time: 4090.86 ms [2021-08-22 22:42:06 main:574] : INFO : Epoch 1935 | loss: 0.0311317 | val_loss: 0.0311472 | Time: 4159.3 ms [2021-08-22 22:42:10 main:574] : INFO : Epoch 1936 | loss: 0.0311306 | val_loss: 0.0311458 | Time: 4103.05 ms [2021-08-22 22:42:14 main:574] : INFO : Epoch 1937 | loss: 0.0311302 | val_loss: 0.0311461 | Time: 4087.65 ms [2021-08-22 22:42:18 main:574] : INFO : Epoch 1938 | loss: 0.0311311 | val_loss: 0.0311465 | Time: 4119.86 ms [2021-08-22 22:42:22 main:574] : INFO : Epoch 1939 | loss: 0.0311298 | val_loss: 0.0311464 | Time: 4158.79 ms [2021-08-22 22:42:27 main:574] : INFO : Epoch 1940 | loss: 0.0311299 | val_loss: 0.0311465 | Time: 4178.35 ms [2021-08-22 22:42:31 main:574] : INFO : Epoch 1941 | loss: 0.0311289 | val_loss: 0.0311467 | Time: 4098.69 ms [2021-08-22 22:42:35 main:574] : INFO : Epoch 1942 | loss: 0.031129 | val_loss: 0.0311478 | Time: 4119.55 ms [2021-08-22 22:42:39 main:574] : INFO : Epoch 1943 | loss: 0.0311283 | val_loss: 0.0311464 | Time: 4140.08 ms [2021-08-22 22:42:44 main:574] : INFO : Epoch 1944 | loss: 0.031128 | val_loss: 0.031147 | Time: 5128.09 ms [2021-08-22 22:42:49 main:574] : INFO : Epoch 1945 | loss: 0.0311291 | val_loss: 0.0311469 | Time: 4615.78 ms [2021-08-22 22:42:53 main:574] : INFO : Epoch 1946 | loss: 0.0311275 | val_loss: 0.0311454 | Time: 4492.93 ms [2021-08-22 22:42:58 main:574] : INFO : Epoch 1947 | loss: 0.0311279 | val_loss: 0.0311451 | Time: 4484.83 ms [2021-08-22 22:43:02 main:574] : INFO : Epoch 1948 | loss: 0.0311273 | val_loss: 0.0311453 | Time: 4348.96 ms [2021-08-22 22:43:06 main:574] : INFO : Epoch 1949 | loss: 0.0311269 | val_loss: 0.0311478 | Time: 4071.82 ms [2021-08-22 22:43:10 main:574] : INFO : Epoch 1950 | loss: 0.0311293 | val_loss: 0.0311444 | Time: 4091.78 ms [2021-08-22 22:43:14 main:574] : INFO : Epoch 1951 | loss: 0.0311338 | val_loss: 0.031147 | Time: 4061.94 ms [2021-08-22 22:43:18 main:574] : INFO : Epoch 1952 | loss: 0.0311332 | val_loss: 0.0311466 | Time: 4104.67 ms [2021-08-22 22:43:23 main:574] : INFO : Epoch 1953 | loss: 0.0311305 | val_loss: 0.0311444 | Time: 4072.47 ms [2021-08-22 22:43:27 main:574] : INFO : Epoch 1954 | loss: 0.0311307 | val_loss: 0.0311438 | Time: 4120.63 ms [2021-08-22 22:43:31 main:574] : INFO : Epoch 1955 | loss: 0.0311297 | val_loss: 0.0311432 | Time: 4086.74 ms [2021-08-22 22:43:35 main:574] : INFO : Epoch 1956 | loss: 0.0311284 | val_loss: 0.0311434 | Time: 4104.49 ms [2021-08-22 22:43:39 main:574] : INFO : Epoch 1957 | loss: 0.0311284 | val_loss: 0.0311443 | Time: 4098.67 ms [2021-08-22 22:43:43 main:574] : INFO : Epoch 1958 | loss: 0.0311295 | val_loss: 0.0311422 | Time: 4245.47 ms [2021-08-22 22:43:48 main:574] : INFO : Epoch 1959 | loss: 0.0311307 | val_loss: 0.0311439 | Time: 4219.9 ms [2021-08-22 22:43:52 main:574] : INFO : Epoch 1960 | loss: 0.0311305 | val_loss: 0.0311412 | Time: 4113.29 ms [2021-08-22 22:43:56 main:574] : INFO : Epoch 1961 | loss: 0.0311283 | val_loss: 0.031142 | Time: 4201.19 ms [2021-08-22 22:44:00 main:574] : INFO : Epoch 1962 | loss: 0.0311279 | val_loss: 0.0311419 | Time: 4148.81 ms [2021-08-22 22:44:04 main:574] : INFO : Epoch 1963 | loss: 0.0311275 | val_loss: 0.0311407 | Time: 4113.59 ms [2021-08-22 22:44:08 main:574] : INFO : Epoch 1964 | loss: 0.0311262 | val_loss: 0.031141 | Time: 4015.87 ms [2021-08-22 22:44:12 main:574] : INFO : Epoch 1965 | loss: 0.031126 | val_loss: 0.0311409 | Time: 4067.2 ms [2021-08-22 22:44:16 main:574] : INFO : Epoch 1966 | loss: 0.0311256 | val_loss: 0.0311414 | Time: 4053.62 ms [2021-08-22 22:44:21 main:574] : INFO : Epoch 1967 | loss: 0.0311254 | val_loss: 0.0311409 | Time: 4120.76 ms [2021-08-22 22:44:25 main:574] : INFO : Epoch 1968 | loss: 0.0311251 | val_loss: 0.0311417 | Time: 4113.48 ms [2021-08-22 22:44:29 main:574] : INFO : Epoch 1969 | loss: 0.0311256 | val_loss: 0.0311417 | Time: 4062.04 ms [2021-08-22 22:44:33 main:574] : INFO : Epoch 1970 | loss: 0.0311257 | val_loss: 0.0311395 | Time: 4105.86 ms [2021-08-22 22:44:37 main:574] : INFO : Epoch 1971 | loss: 0.0311265 | val_loss: 0.0311432 | Time: 4113.85 ms [2021-08-22 22:44:41 main:574] : INFO : Epoch 1972 | loss: 0.0311257 | val_loss: 0.0311399 | Time: 4149.33 ms [2021-08-22 22:44:45 main:574] : INFO : Epoch 1973 | loss: 0.0311242 | val_loss: 0.0311393 | Time: 4221.87 ms [2021-08-22 22:44:49 main:574] : INFO : Epoch 1974 | loss: 0.0311235 | val_loss: 0.0311392 | Time: 4048.66 ms [2021-08-22 22:44:54 main:574] : INFO : Epoch 1975 | loss: 0.031123 | val_loss: 0.0311393 | Time: 4114.84 ms [2021-08-22 22:44:58 main:574] : INFO : Epoch 1976 | loss: 0.0311241 | val_loss: 0.0311397 | Time: 4148.75 ms [2021-08-22 22:45:02 main:574] : INFO : Epoch 1977 | loss: 0.0311275 | val_loss: 0.0311403 | Time: 4154.52 ms [2021-08-22 22:45:06 main:574] : INFO : Epoch 1978 | loss: 0.0311259 | val_loss: 0.0311414 | Time: 4081.51 ms [2021-08-22 22:45:10 main:574] : INFO : Epoch 1979 | loss: 0.031126 | val_loss: 0.0311398 | Time: 4113.43 ms [2021-08-22 22:45:14 main:574] : INFO : Epoch 1980 | loss: 0.0311252 | val_loss: 0.0311392 | Time: 4069.15 ms [2021-08-22 22:45:18 main:574] : INFO : Epoch 1981 | loss: 0.0311257 | val_loss: 0.0311419 | Time: 4049.82 ms [2021-08-22 22:45:23 main:574] : INFO : Epoch 1982 | loss: 0.0311252 | val_loss: 0.0311385 | Time: 4080.23 ms [2021-08-22 22:45:27 main:574] : INFO : Epoch 1983 | loss: 0.0311244 | val_loss: 0.0311383 | Time: 4066.17 ms [2021-08-22 22:45:31 main:574] : INFO : Epoch 1984 | loss: 0.0311243 | val_loss: 0.0311383 | Time: 4058.29 ms [2021-08-22 22:45:35 main:574] : INFO : Epoch 1985 | loss: 0.0311244 | val_loss: 0.0311386 | Time: 4034.48 ms [2021-08-22 22:45:39 main:574] : INFO : Epoch 1986 | loss: 0.0311251 | val_loss: 0.0311366 | Time: 4302.48 ms [2021-08-22 22:45:43 main:574] : INFO : Epoch 1987 | loss: 0.031124 | val_loss: 0.0311391 | Time: 4238.02 ms [2021-08-22 22:45:47 main:574] : INFO : Epoch 1988 | loss: 0.0311245 | val_loss: 0.0311379 | Time: 4151.24 ms [2021-08-22 22:45:52 main:574] : INFO : Epoch 1989 | loss: 0.0311232 | val_loss: 0.0311383 | Time: 4141.94 ms [2021-08-22 22:45:56 main:574] : INFO : Epoch 1990 | loss: 0.0311219 | val_loss: 0.0311377 | Time: 4250.34 ms [2021-08-22 22:46:00 main:574] : INFO : Epoch 1991 | loss: 0.0311214 | val_loss: 0.0311382 | Time: 4216.23 ms [2021-08-22 22:46:04 main:574] : INFO : Epoch 1992 | loss: 0.0311214 | val_loss: 0.0311378 | Time: 4162.92 ms [2021-08-22 22:46:08 main:574] : INFO : Epoch 1993 | loss: 0.0311218 | val_loss: 0.0311404 | Time: 4158.5 ms [2021-08-22 22:46:13 main:574] : INFO : Epoch 1994 | loss: 0.0311236 | val_loss: 0.0311402 | Time: 4076.22 ms [2021-08-22 22:46:17 main:574] : INFO : Epoch 1995 | loss: 0.0311226 | val_loss: 0.031137 | Time: 4055.09 ms [2021-08-22 22:46:21 main:574] : INFO : Epoch 1996 | loss: 0.0311218 | val_loss: 0.0311361 | Time: 4109.36 ms [2021-08-22 22:46:25 main:574] : INFO : Epoch 1997 | loss: 0.0311194 | val_loss: 0.031136 | Time: 4117.24 ms [2021-08-22 22:46:29 main:574] : INFO : Epoch 1998 | loss: 0.0311188 | val_loss: 0.0311395 | Time: 4026.75 ms [2021-08-22 22:46:33 main:574] : INFO : Epoch 1999 | loss: 0.0311193 | val_loss: 0.0311368 | Time: 4048.42 ms [2021-08-22 22:46:37 main:574] : INFO : Epoch 2000 | loss: 0.031119 | val_loss: 0.0311388 | Time: 4102 ms [2021-08-22 22:46:41 main:574] : INFO : Epoch 2001 | loss: 0.031121 | val_loss: 0.0311373 | Time: 4190.11 ms [2021-08-22 22:46:46 main:574] : INFO : Epoch 2002 | loss: 0.0311213 | val_loss: 0.031137 | Time: 4147.01 ms [2021-08-22 22:46:50 main:574] : INFO : Epoch 2003 | loss: 0.0311216 | val_loss: 0.0311397 | Time: 4078.69 ms [2021-08-22 22:46:54 main:574] : INFO : Epoch 2004 | loss: 0.0311195 | val_loss: 0.0311363 | Time: 4073 ms [2021-08-22 22:46:58 main:574] : INFO : Epoch 2005 | loss: 0.0311188 | val_loss: 0.0311374 | Time: 4049.43 ms [2021-08-22 22:47:02 main:574] : INFO : Epoch 2006 | loss: 0.0311198 | val_loss: 0.0311387 | Time: 4135.18 ms [2021-08-22 22:47:06 main:574] : INFO : Epoch 2007 | loss: 0.0311219 | val_loss: 0.0311362 | Time: 4049.57 ms [2021-08-22 22:47:10 main:574] : INFO : Epoch 2008 | loss: 0.0311213 | val_loss: 0.0311366 | Time: 4127.68 ms [2021-08-22 22:47:14 main:574] : INFO : Epoch 2009 | loss: 0.0311223 | val_loss: 0.0311354 | Time: 4144.33 ms [2021-08-22 22:47:18 main:574] : INFO : Epoch 2010 | loss: 0.031122 | val_loss: 0.0311362 | Time: 4102.48 ms [2021-08-22 22:47:23 main:574] : INFO : Epoch 2011 | loss: 0.0311209 | val_loss: 0.0311366 | Time: 4096.88 ms [2021-08-22 22:47:27 main:574] : INFO : Epoch 2012 | loss: 0.0311204 | val_loss: 0.0311352 | Time: 4025.69 ms [2021-08-22 22:47:31 main:574] : INFO : Epoch 2013 | loss: 0.0311203 | val_loss: 0.0311421 | Time: 4199.56 ms [2021-08-22 22:47:35 main:574] : INFO : Epoch 2014 | loss: 0.0311215 | val_loss: 0.0311399 | Time: 4110.02 ms [2021-08-22 22:47:39 main:574] : INFO : Epoch 2015 | loss: 0.0311216 | val_loss: 0.0311436 | Time: 4223.55 ms [2021-08-22 22:47:43 main:574] : INFO : Epoch 2016 | loss: 0.031122 | val_loss: 0.0311344 | Time: 4111.48 ms [2021-08-22 22:47:47 main:574] : INFO : Epoch 2017 | loss: 0.0311208 | val_loss: 0.0311375 | Time: 4131.28 ms [2021-08-22 22:47:52 main:574] : INFO : Epoch 2018 | loss: 0.0311218 | val_loss: 0.031142 | Time: 4208.86 ms [2021-08-22 22:47:56 main:574] : INFO : Epoch 2019 | loss: 0.0311275 | val_loss: 0.0311371 | Time: 4268 ms [2021-08-22 22:48:00 main:574] : INFO : Epoch 2020 | loss: 0.0311225 | val_loss: 0.0311348 | Time: 4086.75 ms [2021-08-22 22:48:04 main:574] : INFO : Epoch 2021 | loss: 0.031118 | val_loss: 0.0311368 | Time: 4203.19 ms [2021-08-22 22:48:08 main:574] : INFO : Epoch 2022 | loss: 0.0311175 | val_loss: 0.0311358 | Time: 4139.37 ms [2021-08-22 22:48:13 main:574] : INFO : Epoch 2023 | loss: 0.0311167 | val_loss: 0.0311345 | Time: 4281.71 ms [2021-08-22 22:48:17 main:574] : INFO : Epoch 2024 | loss: 0.0311168 | val_loss: 0.0311369 | Time: 4319.45 ms [2021-08-22 22:48:21 main:574] : INFO : Epoch 2025 | loss: 0.0311167 | val_loss: 0.0311356 | Time: 4174.51 ms [2021-08-22 22:48:25 main:574] : INFO : Epoch 2026 | loss: 0.0311165 | val_loss: 0.0311355 | Time: 4130.42 ms [2021-08-22 22:48:30 main:574] : INFO : Epoch 2027 | loss: 0.0311163 | val_loss: 0.0311359 | Time: 4177.54 ms [2021-08-22 22:48:34 main:574] : INFO : Epoch 2028 | loss: 0.0311171 | val_loss: 0.0311411 | Time: 4089.92 ms [2021-08-22 22:48:38 main:574] : INFO : Epoch 2029 | loss: 0.0311203 | val_loss: 0.0311399 | Time: 4078.47 ms [2021-08-22 22:48:42 main:574] : INFO : Epoch 2030 | loss: 0.0311217 | val_loss: 0.0311357 | Time: 4176.33 ms [2021-08-22 22:48:46 main:574] : INFO : Epoch 2031 | loss: 0.0311204 | val_loss: 0.0311328 | Time: 4252.43 ms [2021-08-22 22:48:50 main:574] : INFO : Epoch 2032 | loss: 0.0311206 | val_loss: 0.0311345 | Time: 4113.53 ms [2021-08-22 22:48:55 main:574] : INFO : Epoch 2033 | loss: 0.0311195 | val_loss: 0.0311351 | Time: 4237.49 ms [2021-08-22 22:48:59 main:574] : INFO : Epoch 2034 | loss: 0.0311183 | val_loss: 0.0311349 | Time: 4102.35 ms [2021-08-22 22:49:03 main:574] : INFO : Epoch 2035 | loss: 0.0311172 | val_loss: 0.0311353 | Time: 4126.08 ms [2021-08-22 22:49:07 main:574] : INFO : Epoch 2036 | loss: 0.0311182 | val_loss: 0.0311348 | Time: 4105.59 ms [2021-08-22 22:49:11 main:574] : INFO : Epoch 2037 | loss: 0.0311172 | val_loss: 0.0311363 | Time: 4095.79 ms [2021-08-22 22:49:15 main:574] : INFO : Epoch 2038 | loss: 0.0311193 | val_loss: 0.0311378 | Time: 4152.87 ms [2021-08-22 22:49:20 main:574] : INFO : Epoch 2039 | loss: 0.0311208 | val_loss: 0.0311376 | Time: 4145.23 ms [2021-08-22 22:49:24 main:574] : INFO : Epoch 2040 | loss: 0.0311213 | val_loss: 0.0311357 | Time: 4056.72 ms [2021-08-22 22:49:28 main:574] : INFO : Epoch 2041 | loss: 0.03112 | val_loss: 0.0311374 | Time: 4106.03 ms [2021-08-22 22:49:32 main:574] : INFO : Epoch 2042 | loss: 0.0311187 | val_loss: 0.0311375 | Time: 4113.42 ms [2021-08-22 22:49:36 main:574] : INFO : Epoch 2043 | loss: 0.0311187 | val_loss: 0.0311375 | Time: 4112.68 ms [2021-08-22 22:49:40 main:574] : INFO : Epoch 2044 | loss: 0.0311186 | val_loss: 0.0311377 | Time: 4083.7 ms [2021-08-22 22:49:44 main:574] : INFO : Epoch 2045 | loss: 0.0311164 | val_loss: 0.0311354 | Time: 4104.96 ms [2021-08-22 22:49:48 main:574] : INFO : Epoch 2046 | loss: 0.0311171 | val_loss: 0.0311351 | Time: 4092.23 ms [2021-08-22 22:49:52 main:574] : INFO : Epoch 2047 | loss: 0.0311161 | val_loss: 0.0311359 | Time: 4062.68 ms [2021-08-22 22:49:57 main:574] : INFO : Epoch 2048 | loss: 0.0311167 | val_loss: 0.031134 | Time: 4172.05 ms [2021-08-22 22:49:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031134 [2021-08-22 22:49:57 main:603] : INFO : Saving end state to config to file [2021-08-22 22:49:57 main:608] : INFO : Success, exiting.. 22:49:57 (6340): 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)