Task 13399869
| Name | ParityModified-1645998214-25572-2-0_1 |
| Workunit | 9997994 |
| Created | 19 Mar 2022, 1:40:53 UTC |
| Sent | 19 Mar 2022, 2:38:41 UTC |
| Report deadline | 27 Mar 2022, 2:38:41 UTC |
| Received | 26 Mar 2022, 17:44:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 5 hours 18 min 47 sec |
| CPU time | 5 hours 3 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0312153 | val_loss: 0.0312194 | Time: 4845.77 ms [2022-03-26 11:39:39 main:574] : INFO : Epoch 1543 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 4878.12 ms [2022-03-26 11:39:44 main:574] : INFO : Epoch 1544 | loss: 0.0312215 | val_loss: 0.0312737 | Time: 4965.21 ms [2022-03-26 11:39:48 main:574] : INFO : Epoch 1545 | loss: 0.0353737 | val_loss: 0.0337815 | Time: 3740.63 ms [2022-03-26 11:39:52 main:574] : INFO : Epoch 1546 | loss: 0.0419338 | val_loss: 0.0325255 | Time: 4266.4 ms [2022-03-26 11:39:57 main:574] : INFO : Epoch 1547 | loss: 0.0322435 | val_loss: 0.0313576 | Time: 4115.54 ms [2022-03-26 11:40:01 main:574] : INFO : Epoch 1548 | loss: 0.031378 | val_loss: 0.0313099 | Time: 4261.73 ms [2022-03-26 11:40:05 main:574] : INFO : Epoch 1549 | loss: 0.0312872 | val_loss: 0.0312646 | Time: 4406.51 ms [2022-03-26 11:40:09 main:574] : INFO : Epoch 1550 | loss: 0.0312571 | val_loss: 0.0312516 | Time: 4284.58 ms [2022-03-26 11:40:14 main:574] : INFO : Epoch 1551 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 4253.37 ms [2022-03-26 11:40:18 main:574] : INFO : Epoch 1552 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 4449.85 ms [2022-03-26 11:40:23 main:574] : INFO : Epoch 1553 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 4361.32 ms [2022-03-26 11:40:27 main:574] : INFO : Epoch 1554 | loss: 0.0312542 | val_loss: 0.0312546 | Time: 4361.96 ms [2022-03-26 11:40:32 main:574] : INFO : Epoch 1555 | loss: 0.0312522 | val_loss: 0.0312497 | Time: 4885.18 ms [2022-03-26 11:40:37 main:574] : INFO : Epoch 1556 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 4996.02 ms [2022-03-26 11:40:42 main:574] : INFO : Epoch 1557 | loss: 0.0312538 | val_loss: 0.0312537 | Time: 4720.21 ms [2022-03-26 11:40:46 main:574] : INFO : Epoch 1558 | loss: 0.0312523 | val_loss: 0.0312492 | Time: 4807.17 ms [2022-03-26 11:40:51 main:574] : INFO : Epoch 1559 | loss: 0.03125 | val_loss: 0.0312509 | Time: 4873.75 ms [2022-03-26 11:40:56 main:574] : INFO : Epoch 1560 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 4885.5 ms [2022-03-26 11:41:01 main:574] : INFO : Epoch 1561 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 4940.21 ms [2022-03-26 11:41:06 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5033.58 ms [2022-03-26 11:41:11 main:574] : INFO : Epoch 1563 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 4406.56 ms [2022-03-26 11:41:15 main:574] : INFO : Epoch 1564 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 4811.69 ms [2022-03-26 11:41:20 main:574] : INFO : Epoch 1565 | loss: 0.0312524 | val_loss: 0.0312618 | Time: 4930.82 ms [2022-03-26 11:41:25 main:574] : INFO : Epoch 1566 | loss: 0.031263 | val_loss: 0.031274 | Time: 5010.51 ms [2022-03-26 11:41:30 main:574] : INFO : Epoch 1567 | loss: 0.0312572 | val_loss: 0.0312516 | Time: 4744.02 ms [2022-03-26 11:41:35 main:574] : INFO : Epoch 1568 | loss: 0.0312497 | val_loss: 0.0312538 | Time: 5135.59 ms [2022-03-26 11:41:40 main:574] : INFO : Epoch 1569 | loss: 0.0312519 | val_loss: 0.0312502 | Time: 4294.2 ms [2022-03-26 11:41:44 main:574] : INFO : Epoch 1570 | loss: 0.0312515 | val_loss: 0.0312609 | Time: 4483.92 ms [2022-03-26 11:41:48 main:574] : INFO : Epoch 1571 | loss: 0.0312525 | val_loss: 0.0312482 | Time: 4354.73 ms [2022-03-26 11:41:53 main:574] : INFO : Epoch 1572 | loss: 0.0312489 | val_loss: 0.0312561 | Time: 4346.31 ms [2022-03-26 11:41:57 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.0312485 | Time: 4212.84 ms [2022-03-26 11:42:01 main:574] : INFO : Epoch 1574 | loss: 0.0312513 | val_loss: 0.0312479 | Time: 4405.67 ms [2022-03-26 11:42:06 main:574] : INFO : Epoch 1575 | loss: 0.03125 | val_loss: 0.031248 | Time: 4330.31 ms [2022-03-26 11:42:10 main:574] : INFO : Epoch 1576 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 4381.84 ms [2022-03-26 11:42:14 main:574] : INFO : Epoch 1577 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 4250.39 ms [2022-03-26 11:42:19 main:574] : INFO : Epoch 1578 | loss: 0.0312544 | val_loss: 0.031249 | Time: 4279.86 ms [2022-03-26 11:42:23 main:574] : INFO : Epoch 1579 | loss: 0.0312491 | val_loss: 0.0312477 | Time: 4612.33 ms [2022-03-26 11:42:27 main:574] : INFO : Epoch 1580 | loss: 0.0312496 | val_loss: 0.0312474 | Time: 3845.92 ms [2022-03-26 11:42:31 main:574] : INFO : Epoch 1581 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 4185.07 ms [2022-03-26 11:42:36 main:574] : INFO : Epoch 1582 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 4166.68 ms [2022-03-26 11:42:40 main:574] : INFO : Epoch 1583 | loss: 0.0312483 | val_loss: 0.0312532 | Time: 4276.33 ms [2022-03-26 11:42:44 main:574] : INFO : Epoch 1584 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 4211.06 ms [2022-03-26 11:42:48 main:574] : INFO : Epoch 1585 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 4122.59 ms [2022-03-26 11:42:52 main:574] : INFO : Epoch 1586 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 4196.14 ms [2022-03-26 11:42:57 main:574] : INFO : Epoch 1587 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 4248.76 ms [2022-03-26 11:43:01 main:574] : INFO : Epoch 1588 | loss: 0.0312468 | val_loss: 0.0312484 | Time: 4093.04 ms [2022-03-26 11:43:05 main:574] : INFO : Epoch 1589 | loss: 0.031248 | val_loss: 0.0312456 | Time: 4247.93 ms [2022-03-26 11:43:09 main:574] : INFO : Epoch 1590 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 4187.2 ms [2022-03-26 11:43:13 main:574] : INFO : Epoch 1591 | loss: 0.0312443 | val_loss: 0.0312429 | Time: 4148.78 ms [2022-03-26 11:43:18 main:574] : INFO : Epoch 1592 | loss: 0.0312434 | val_loss: 0.0312478 | Time: 4231.87 ms [2022-03-26 11:43:22 main:574] : INFO : Epoch 1593 | loss: 0.0312431 | val_loss: 0.0312409 | Time: 4205.98 ms [2022-03-26 11:43:26 main:574] : INFO : Epoch 1594 | loss: 0.0312393 | val_loss: 0.0312424 | Time: 4196.72 ms [2022-03-26 11:43:30 main:574] : INFO : Epoch 1595 | loss: 0.031241 | val_loss: 0.0312375 | Time: 4366.21 ms [2022-03-26 11:43:35 main:574] : INFO : Epoch 1596 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 4198.22 ms [2022-03-26 11:43:39 main:574] : INFO : Epoch 1597 | loss: 0.0312413 | val_loss: 0.0312379 | Time: 4128.34 ms [2022-03-26 11:43:43 main:574] : INFO : Epoch 1598 | loss: 0.0312386 | val_loss: 0.0312365 | Time: 4245.41 ms [2022-03-26 11:43:47 main:574] : INFO : Epoch 1599 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 3889.11 ms [2022-03-26 11:43:51 main:574] : INFO : Epoch 1600 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 4115.77 ms [2022-03-26 11:43:55 main:574] : INFO : Epoch 1601 | loss: 0.0312377 | val_loss: 0.0312388 | Time: 4113.34 ms [2022-03-26 11:43:59 main:574] : INFO : Epoch 1602 | loss: 0.0312361 | val_loss: 0.0312417 | Time: 4225.81 ms [2022-03-26 11:44:04 main:574] : INFO : Epoch 1603 | loss: 0.0312365 | val_loss: 0.0312343 | Time: 4231.8 ms [2022-03-26 11:44:08 main:574] : INFO : Epoch 1604 | loss: 0.0312361 | val_loss: 0.0312343 | Time: 4126.5 ms [2022-03-26 11:44:12 main:574] : INFO : Epoch 1605 | loss: 0.0312333 | val_loss: 0.031235 | Time: 4248.14 ms [2022-03-26 11:44:16 main:574] : INFO : Epoch 1606 | loss: 0.0312333 | val_loss: 0.0312338 | Time: 4184.67 ms [2022-03-26 11:44:20 main:574] : INFO : Epoch 1607 | loss: 0.0312325 | val_loss: 0.0312334 | Time: 4207.97 ms [2022-03-26 11:44:25 main:574] : INFO : Epoch 1608 | loss: 0.0312346 | val_loss: 0.0312383 | Time: 4265.24 ms [2022-03-26 11:44:29 main:574] : INFO : Epoch 1609 | loss: 0.031234 | val_loss: 0.0312383 | Time: 4298.07 ms [2022-03-26 11:44:33 main:574] : INFO : Epoch 1610 | loss: 0.0312333 | val_loss: 0.0312388 | Time: 4196.7 ms [2022-03-26 11:44:37 main:574] : INFO : Epoch 1611 | loss: 0.0312326 | val_loss: 0.0312327 | Time: 4186.91 ms [2022-03-26 11:44:42 main:574] : INFO : Epoch 1612 | loss: 0.0312355 | val_loss: 0.0312316 | Time: 4153.73 ms [2022-03-26 11:44:46 main:574] : INFO : Epoch 1613 | loss: 0.0312336 | val_loss: 0.0312306 | Time: 4523.55 ms [2022-03-26 11:44:50 main:574] : INFO : Epoch 1614 | loss: 0.031232 | val_loss: 0.0312409 | Time: 4239.26 ms [2022-03-26 11:44:55 main:574] : INFO : Epoch 1615 | loss: 0.0312331 | val_loss: 0.0312294 | Time: 4283.18 ms [2022-03-26 11:44:59 main:574] : INFO : Epoch 1616 | loss: 0.0312305 | val_loss: 0.0312292 | Time: 4105.93 ms [2022-03-26 11:45:03 main:574] : INFO : Epoch 1617 | loss: 0.0312294 | val_loss: 0.0312295 | Time: 4242.75 ms [2022-03-26 11:45:07 main:574] : INFO : Epoch 1618 | loss: 0.031229 | val_loss: 0.0312335 | Time: 3542.66 ms [2022-03-26 11:45:11 main:574] : INFO : Epoch 1619 | loss: 0.0312304 | val_loss: 0.0312322 | Time: 4157.03 ms [2022-03-26 11:45:15 main:574] : INFO : Epoch 1620 | loss: 0.0312312 | val_loss: 0.0312342 | Time: 4128.28 ms [2022-03-26 11:45:19 main:574] : INFO : Epoch 1621 | loss: 0.0312288 | val_loss: 0.0312292 | Time: 4238.03 ms [2022-03-26 11:45:23 main:574] : INFO : Epoch 1622 | loss: 0.0312289 | val_loss: 0.0312269 | Time: 4156.48 ms [2022-03-26 11:45:27 main:574] : INFO : Epoch 1623 | loss: 0.0312345 | val_loss: 0.0312402 | Time: 4108.56 ms [2022-03-26 11:45:32 main:574] : INFO : Epoch 1624 | loss: 0.0312327 | val_loss: 0.0312307 | Time: 4256.44 ms [2022-03-26 11:45:36 main:574] : INFO : Epoch 1625 | loss: 0.0312298 | val_loss: 0.0312265 | Time: 4196.64 ms [2022-03-26 11:45:40 main:574] : INFO : Epoch 1626 | loss: 0.0312282 | val_loss: 0.0312262 | Time: 4138.76 ms [2022-03-26 11:45:44 main:574] : INFO : Epoch 1627 | loss: 0.0312277 | val_loss: 0.0312273 | Time: 4203.24 ms [2022-03-26 11:45:49 main:574] : INFO : Epoch 1628 | loss: 0.0312301 | val_loss: 0.0312266 | Time: 4186.23 ms [2022-03-26 11:45:53 main:574] : INFO : Epoch 1629 | loss: 0.0312236 | val_loss: 0.0312244 | Time: 4319.65 ms [2022-03-26 11:45:57 main:574] : INFO : Epoch 1630 | loss: 0.0312223 | val_loss: 0.0312238 | Time: 4157.97 ms [2022-03-26 11:46:01 main:574] : INFO : Epoch 1631 | loss: 0.0312255 | val_loss: 0.0312243 | Time: 4207.24 ms [2022-03-26 11:46:05 main:574] : INFO : Epoch 1632 | loss: 0.031231 | val_loss: 0.0312402 | Time: 4182.15 ms [2022-03-26 11:46:10 main:574] : INFO : Epoch 1633 | loss: 0.0312243 | val_loss: 0.0312237 | Time: 4159.23 ms [2022-03-26 11:46:14 main:574] : INFO : Epoch 1634 | loss: 0.0312234 | val_loss: 0.0312349 | Time: 4193.16 ms [2022-03-26 11:46:18 main:574] : INFO : Epoch 1635 | loss: 0.0312251 | val_loss: 0.0312234 | Time: 4152.88 ms [2022-03-26 11:46:22 main:574] : INFO : Epoch 1636 | loss: 0.0312232 | val_loss: 0.0312274 | Time: 4269.74 ms [2022-03-26 11:46:26 main:574] : INFO : Epoch 1637 | loss: 0.031223 | val_loss: 0.0312213 | Time: 3925.67 ms [2022-03-26 11:46:31 main:574] : INFO : Epoch 1638 | loss: 0.0312195 | val_loss: 0.0312225 | Time: 4423.2 ms [2022-03-26 11:46:35 main:574] : INFO : Epoch 1639 | loss: 0.0312193 | val_loss: 0.0312206 | Time: 4262.49 ms [2022-03-26 11:46:39 main:574] : INFO : Epoch 1640 | loss: 0.0312224 | val_loss: 0.0312248 | Time: 4422.38 ms [2022-03-26 11:46:44 main:574] : INFO : Epoch 1641 | loss: 0.0312177 | val_loss: 0.0312204 | Time: 4255.27 ms [2022-03-26 11:46:48 main:574] : INFO : Epoch 1642 | loss: 0.0312193 | val_loss: 0.0312213 | Time: 4703.1 ms [2022-03-26 11:46:53 main:574] : INFO : Epoch 1643 | loss: 0.0312254 | val_loss: 0.0312231 | Time: 4211.41 ms [2022-03-26 11:46:57 main:574] : INFO : Epoch 1644 | loss: 0.0312203 | val_loss: 0.0312197 | Time: 4716.97 ms [2022-03-26 11:47:02 main:574] : INFO : Epoch 1645 | loss: 0.0312183 | val_loss: 0.0312236 | Time: 4562.77 ms [2022-03-26 11:47:06 main:574] : INFO : Epoch 1646 | loss: 0.0312226 | val_loss: 0.0312277 | Time: 4128.13 ms [2022-03-26 11:47:10 main:574] : INFO : Epoch 1647 | loss: 0.0312281 | val_loss: 0.0312244 | Time: 4191.7 ms [2022-03-26 11:47:15 main:574] : INFO : Epoch 1648 | loss: 0.0312226 | val_loss: 0.0312199 | Time: 4420.41 ms [2022-03-26 11:47:19 main:574] : INFO : Epoch 1649 | loss: 0.0312186 | val_loss: 0.0312199 | Time: 4305.21 ms [2022-03-26 11:47:23 main:574] : INFO : Epoch 1650 | loss: 0.0312173 | val_loss: 0.0312229 | Time: 4084.28 ms [2022-03-26 11:47:27 main:574] : INFO : Epoch 1651 | loss: 0.0312164 | val_loss: 0.0312198 | Time: 4283.72 ms [2022-03-26 11:47:31 main:574] : INFO : Epoch 1652 | loss: 0.0312219 | val_loss: 0.0312319 | Time: 4199.53 ms [2022-03-26 11:47:36 main:574] : INFO : Epoch 1653 | loss: 0.0312169 | val_loss: 0.0312217 | Time: 4181.01 ms [2022-03-26 11:47:40 main:574] : INFO : Epoch 1654 | loss: 0.0312165 | val_loss: 0.031219 | Time: 4255.57 ms [2022-03-26 11:47:44 main:574] : INFO : Epoch 1655 | loss: 0.0312164 | val_loss: 0.0312217 | Time: 4152.89 ms [2022-03-26 11:47:48 main:574] : INFO : Epoch 1656 | loss: 0.0312154 | val_loss: 0.031218 | Time: 3683.81 ms [2022-03-26 11:47:52 main:574] : INFO : Epoch 1657 | loss: 0.0312164 | val_loss: 0.0312235 | Time: 4173.81 ms [2022-03-26 11:47:56 main:574] : INFO : Epoch 1658 | loss: 0.0312185 | val_loss: 0.0312256 | Time: 4201.96 ms [2022-03-26 11:48:00 main:574] : INFO : Epoch 1659 | loss: 0.0312183 | val_loss: 0.0312226 | Time: 4231.6 ms [2022-03-26 11:48:05 main:574] : INFO : Epoch 1660 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 4333.36 ms [2022-03-26 11:48:09 main:574] : INFO : Epoch 1661 | loss: 0.0312155 | val_loss: 0.0312194 | Time: 4623.25 ms [2022-03-26 11:48:14 main:574] : INFO : Epoch 1662 | loss: 0.0312152 | val_loss: 0.0312253 | Time: 4228.42 ms [2022-03-26 11:48:18 main:574] : INFO : Epoch 1663 | loss: 0.0312153 | val_loss: 0.0312193 | Time: 4174.38 ms [2022-03-26 11:48:22 main:574] : INFO : Epoch 1664 | loss: 0.0312265 | val_loss: 0.0312185 | Time: 4177.69 ms [2022-03-26 11:48:26 main:574] : INFO : Epoch 1665 | loss: 0.0312176 | val_loss: 0.0312186 | Time: 4173.24 ms [2022-03-26 11:48:30 main:574] : INFO : Epoch 1666 | loss: 0.0312155 | val_loss: 0.0312214 | Time: 4189.99 ms [2022-03-26 11:48:35 main:574] : INFO : Epoch 1667 | loss: 0.0312144 | val_loss: 0.0312174 | Time: 4694.21 ms [2022-03-26 11:48:39 main:574] : INFO : Epoch 1668 | loss: 0.0312138 | val_loss: 0.0312171 | Time: 4088.5 ms [2022-03-26 11:48:43 main:574] : INFO : Epoch 1669 | loss: 0.0312149 | val_loss: 0.0312193 | Time: 4178.66 ms [2022-03-26 11:48:48 main:574] : INFO : Epoch 1670 | loss: 0.0312152 | val_loss: 0.0312177 | Time: 4388.73 ms [2022-03-26 11:48:52 main:574] : INFO : Epoch 1671 | loss: 0.031213 | val_loss: 0.0312173 | Time: 4113.05 ms [2022-03-26 11:48:56 main:574] : INFO : Epoch 1672 | loss: 0.0312135 | val_loss: 0.0312362 | Time: 4171.46 ms [2022-03-26 11:49:00 main:574] : INFO : Epoch 1673 | loss: 0.0312256 | val_loss: 0.0312264 | Time: 4155.09 ms [2022-03-26 11:49:04 main:574] : INFO : Epoch 1674 | loss: 0.0312259 | val_loss: 0.0312252 | Time: 3809.01 ms [2022-03-26 11:49:08 main:574] : INFO : Epoch 1675 | loss: 0.0312249 | val_loss: 0.0312251 | Time: 3787.74 ms [2022-03-26 11:49:12 main:574] : INFO : Epoch 1676 | loss: 0.031221 | val_loss: 0.0312208 | Time: 4072.59 ms [2022-03-26 11:49:16 main:574] : INFO : Epoch 1677 | loss: 0.0312334 | val_loss: 0.0312501 | Time: 4069.37 ms [2022-03-26 11:49:21 main:574] : INFO : Epoch 1678 | loss: 0.0312328 | val_loss: 0.031222 | Time: 5035.97 ms [2022-03-26 11:49:26 main:574] : INFO : Epoch 1679 | loss: 0.0312242 | val_loss: 0.0312271 | Time: 4539.8 ms [2022-03-26 11:49:30 main:574] : INFO : Epoch 1680 | loss: 0.0312238 | val_loss: 0.0312238 | Time: 4364.49 ms [2022-03-26 11:49:35 main:574] : INFO : Epoch 1681 | loss: 0.0312218 | val_loss: 0.0312287 | Time: 4862.62 ms [2022-03-26 11:49:39 main:574] : INFO : Epoch 1682 | loss: 0.0312214 | val_loss: 0.0312197 | Time: 4373.08 ms [2022-03-26 11:49:44 main:574] : INFO : Epoch 1683 | loss: 0.0312195 | val_loss: 0.0312209 | Time: 4175.81 ms [2022-03-26 11:49:48 main:574] : INFO : Epoch 1684 | loss: 0.0312193 | val_loss: 0.0312228 | Time: 4239.15 ms [2022-03-26 11:49:52 main:574] : INFO : Epoch 1685 | loss: 0.0312194 | val_loss: 0.0312253 | Time: 4185.27 ms [2022-03-26 11:49:56 main:574] : INFO : Epoch 1686 | loss: 0.03122 | val_loss: 0.0312197 | Time: 4172.28 ms [2022-03-26 11:50:00 main:574] : INFO : Epoch 1687 | loss: 0.0312169 | val_loss: 0.0312207 | Time: 4195.34 ms [2022-03-26 11:50:05 main:574] : INFO : Epoch 1688 | loss: 0.0312333 | val_loss: 0.031231 | Time: 4466.8 ms [2022-03-26 11:50:09 main:574] : INFO : Epoch 1689 | loss: 0.0312258 | val_loss: 0.0312241 | Time: 4212.98 ms [2022-03-26 11:50:13 main:574] : INFO : Epoch 1690 | loss: 0.0312194 | val_loss: 0.0312226 | Time: 4314.31 ms [2022-03-26 11:50:18 main:574] : INFO : Epoch 1691 | loss: 0.0312165 | val_loss: 0.0312184 | Time: 4217.3 ms [2022-03-26 11:50:22 main:574] : INFO : Epoch 1692 | loss: 0.0312201 | val_loss: 0.0312162 | Time: 4170.83 ms [2022-03-26 11:50:25 main:574] : INFO : Epoch 1693 | loss: 0.031219 | val_loss: 0.0312293 | Time: 3479.11 ms [2022-03-26 11:50:28 main:574] : INFO : Epoch 1694 | loss: 0.0312225 | val_loss: 0.0312163 | Time: 3205.58 ms [2022-03-26 11:50:31 main:574] : INFO : Epoch 1695 | loss: 0.0312151 | val_loss: 0.0312158 | Time: 2860.07 ms [2022-03-26 11:50:34 main:574] : INFO : Epoch 1696 | loss: 0.0312148 | val_loss: 0.031216 | Time: 2738.17 ms [2022-03-26 11:50:37 main:574] : INFO : Epoch 1697 | loss: 0.0312156 | val_loss: 0.0312148 | Time: 2653.26 ms [2022-03-26 11:50:40 main:574] : INFO : Epoch 1698 | loss: 0.0312127 | val_loss: 0.0312153 | Time: 2804.39 ms [2022-03-26 11:50:42 main:574] : INFO : Epoch 1699 | loss: 0.0312127 | val_loss: 0.0312141 | Time: 2895.04 ms [2022-03-26 11:50:45 main:574] : INFO : Epoch 1700 | loss: 0.0312156 | val_loss: 0.0312159 | Time: 2884.73 ms [2022-03-26 11:50:48 main:574] : INFO : Epoch 1701 | loss: 0.0312177 | val_loss: 0.0312162 | Time: 2808.23 ms [2022-03-26 11:50:55 main:574] : INFO : Epoch 1702 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 6516.19 ms [2022-03-26 11:51:05 main:574] : INFO : Epoch 1703 | loss: 0.0312136 | val_loss: 0.0312253 | Time: 9866.22 ms [2022-03-26 11:51:14 main:574] : INFO : Epoch 1704 | loss: 0.0312145 | val_loss: 0.0312198 | Time: 9296.22 ms [2022-03-26 11:51:24 main:574] : INFO : Epoch 1705 | loss: 0.0312166 | val_loss: 0.0312139 | Time: 10442.6 ms [2022-03-26 11:51:35 main:574] : INFO : Epoch 1706 | loss: 0.0312107 | val_loss: 0.0312128 | Time: 10190.5 ms [2022-03-26 11:51:44 main:574] : INFO : Epoch 1707 | loss: 0.0312113 | val_loss: 0.0312174 | Time: 9412.54 ms [2022-03-26 11:51:54 main:574] : INFO : Epoch 1708 | loss: 0.0312153 | val_loss: 0.0312122 | Time: 9562.1 ms [2022-03-26 11:52:02 main:574] : INFO : Epoch 1709 | loss: 0.031214 | val_loss: 0.0312152 | Time: 8253.28 ms [2022-03-26 11:52:11 main:574] : INFO : Epoch 1710 | loss: 0.0312113 | val_loss: 0.0312117 | Time: 8897.5 ms [2022-03-26 11:52:19 main:574] : INFO : Epoch 1711 | loss: 0.0312133 | val_loss: 0.0312198 | Time: 8671.6 ms [2022-03-26 11:52:28 main:574] : INFO : Epoch 1712 | loss: 0.0312112 | val_loss: 0.0312117 | Time: 8788.09 ms [2022-03-26 11:52:38 main:574] : INFO : Epoch 1713 | loss: 0.03121 | val_loss: 0.0312177 | Time: 9554.88 ms [2022-03-26 11:52:47 main:574] : INFO : Epoch 1714 | loss: 0.0312095 | val_loss: 0.0312126 | Time: 8838.06 ms [2022-03-26 11:52:56 main:574] : INFO : Epoch 1715 | loss: 0.0312101 | val_loss: 0.031224 | Time: 8808.33 ms [2022-03-26 11:53:05 main:574] : INFO : Epoch 1716 | loss: 0.0312162 | val_loss: 0.0312297 | Time: 8994.43 ms [2022-03-26 11:53:13 main:574] : INFO : Epoch 1717 | loss: 0.0312143 | val_loss: 0.0312193 | Time: 8653.84 ms [2022-03-26 11:53:22 main:574] : INFO : Epoch 1718 | loss: 0.0312109 | val_loss: 0.0312155 | Time: 8541.8 ms [2022-03-26 11:53:31 main:574] : INFO : Epoch 1719 | loss: 0.0312149 | val_loss: 0.0312104 | Time: 9354.66 ms [2022-03-26 11:53:40 main:574] : INFO : Epoch 1720 | loss: 0.0312152 | val_loss: 0.0312364 | Time: 8871.71 ms [2022-03-26 11:53:49 main:574] : INFO : Epoch 1721 | loss: 0.031218 | val_loss: 0.0312193 | Time: 8625.85 ms [2022-03-26 11:53:58 main:574] : INFO : Epoch 1722 | loss: 0.031214 | val_loss: 0.0312292 | Time: 9350.25 ms [2022-03-26 11:54:07 main:574] : INFO : Epoch 1723 | loss: 0.0312117 | val_loss: 0.0312239 | Time: 9113.27 ms [2022-03-26 11:54:16 main:574] : INFO : Epoch 1724 | loss: 0.0312071 | val_loss: 0.0312088 | Time: 8619.39 ms [2022-03-26 11:54:25 main:574] : INFO : Epoch 1725 | loss: 0.0312105 | val_loss: 0.0312155 | Time: 8859.8 ms [2022-03-26 11:54:33 main:574] : INFO : Epoch 1726 | loss: 0.0312096 | val_loss: 0.0312091 | Time: 8450.27 ms [2022-03-26 11:54:42 main:574] : INFO : Epoch 1727 | loss: 0.0312107 | val_loss: 0.0312083 | Time: 8504.19 ms [2022-03-26 11:54:50 main:574] : INFO : Epoch 1728 | loss: 0.0312066 | val_loss: 0.0312097 | Time: 8815.1 ms [2022-03-26 11:54:59 main:574] : INFO : Epoch 1729 | loss: 0.0312072 | val_loss: 0.0312153 | Time: 8221.65 ms [2022-03-26 11:55:08 main:574] : INFO : Epoch 1730 | loss: 0.0312112 | val_loss: 0.031228 | Time: 8973.88 ms [2022-03-26 11:55:16 main:574] : INFO : Epoch 1731 | loss: 0.0312145 | val_loss: 0.0312099 | Time: 8666.41 ms [2022-03-26 11:55:25 main:574] : INFO : Epoch 1732 | loss: 0.0312064 | val_loss: 0.0312073 | Time: 8646.91 ms [2022-03-26 11:55:34 main:574] : INFO : Epoch 1733 | loss: 0.031204 | val_loss: 0.0312089 | Time: 9130.45 ms [2022-03-26 11:55:43 main:574] : INFO : Epoch 1734 | loss: 0.0312039 | val_loss: 0.0312108 | Time: 9262.49 ms [2022-03-26 11:55:52 main:574] : INFO : Epoch 1735 | loss: 0.031204 | val_loss: 0.0312074 | Time: 8486.56 ms [2022-03-26 11:56:01 main:574] : INFO : Epoch 1736 | loss: 0.0312123 | val_loss: 0.0312282 | Time: 9448.59 ms [2022-03-26 11:56:11 main:574] : INFO : Epoch 1737 | loss: 0.0312077 | val_loss: 0.0312062 | Time: 9099.62 ms [2022-03-26 11:56:19 main:574] : INFO : Epoch 1738 | loss: 0.0312038 | val_loss: 0.0312153 | Time: 8607.15 ms [2022-03-26 11:56:28 main:574] : INFO : Epoch 1739 | loss: 0.0312055 | val_loss: 0.0312093 | Time: 8923.21 ms [2022-03-26 11:56:37 main:574] : INFO : Epoch 1740 | loss: 0.031206 | val_loss: 0.0312472 | Time: 8991.2 ms [2022-03-26 11:56:46 main:574] : INFO : Epoch 1741 | loss: 0.0312221 | val_loss: 0.0312195 | Time: 8686.95 ms [2022-03-26 11:56:55 main:574] : INFO : Epoch 1742 | loss: 0.0312058 | val_loss: 0.0312073 | Time: 8702.08 ms [2022-03-26 11:57:03 main:574] : INFO : Epoch 1743 | loss: 0.0312029 | val_loss: 0.0312053 | Time: 8849.06 ms [2022-03-26 11:57:12 main:574] : INFO : Epoch 1744 | loss: 0.0312027 | val_loss: 0.0312109 | Time: 8773.95 ms [2022-03-26 11:57:21 main:574] : INFO : Epoch 1745 | loss: 0.0312052 | val_loss: 0.0312067 | Time: 8977.54 ms [2022-03-26 11:57:30 main:574] : INFO : Epoch 1746 | loss: 0.0312034 | val_loss: 0.0312056 | Time: 8863.14 ms [2022-03-26 11:57:39 main:574] : INFO : Epoch 1747 | loss: 0.0312015 | val_loss: 0.0312045 | Time: 8975.77 ms [2022-03-26 11:57:48 main:574] : INFO : Epoch 1748 | loss: 0.0312 | val_loss: 0.0312096 | Time: 8839.71 ms [2022-03-26 11:57:57 main:574] : INFO : Epoch 1749 | loss: 0.0312135 | val_loss: 0.0312202 | Time: 8858.44 ms [2022-03-26 11:58:06 main:574] : INFO : Epoch 1750 | loss: 0.0312036 | val_loss: 0.0312047 | Time: 9250.61 ms [2022-03-26 11:58:15 main:574] : INFO : Epoch 1751 | loss: 0.0312019 | val_loss: 0.0312134 | Time: 8999.67 ms [2022-03-26 11:58:24 main:574] : INFO : Epoch 1752 | loss: 0.031203 | val_loss: 0.0312156 | Time: 8618.53 ms [2022-03-26 11:58:33 main:574] : INFO : Epoch 1753 | loss: 0.0312049 | val_loss: 0.0312042 | Time: 9185.64 ms [2022-03-26 11:58:42 main:574] : INFO : Epoch 1754 | loss: 0.031201 | val_loss: 0.0312098 | Time: 8959.26 ms [2022-03-26 11:58:50 main:574] : INFO : Epoch 1755 | loss: 0.0312003 | val_loss: 0.0312073 | Time: 8405.66 ms [2022-03-26 11:59:00 main:574] : INFO : Epoch 1756 | loss: 0.0312047 | val_loss: 0.0312056 | Time: 9366.58 ms [2022-03-26 11:59:08 main:574] : INFO : Epoch 1757 | loss: 0.0311989 | val_loss: 0.0312053 | Time: 8749.37 ms [2022-03-26 11:59:17 main:574] : INFO : Epoch 1758 | loss: 0.0312006 | val_loss: 0.0312063 | Time: 8673.2 ms [2022-03-26 11:59:26 main:574] : INFO : Epoch 1759 | loss: 0.031206 | val_loss: 0.031224 | Time: 8991.4 ms [2022-03-26 11:59:35 main:574] : INFO : Epoch 1760 | loss: 0.0312091 | val_loss: 0.0312082 | Time: 8844.25 ms [2022-03-26 11:59:44 main:574] : INFO : Epoch 1761 | loss: 0.0312026 | val_loss: 0.0312063 | Time: 8647.59 ms [2022-03-26 11:59:53 main:574] : INFO : Epoch 1762 | loss: 0.0311988 | val_loss: 0.0312034 | Time: 9310.93 ms [2022-03-26 12:00:02 main:574] : INFO : Epoch 1763 | loss: 0.031198 | val_loss: 0.0312049 | Time: 8831.49 ms [2022-03-26 12:00:11 main:574] : INFO : Epoch 1764 | loss: 0.0311982 | val_loss: 0.0312034 | Time: 8914.42 ms [2022-03-26 12:00:19 main:574] : INFO : Epoch 1765 | loss: 0.0312026 | val_loss: 0.031215 | Time: 8643.46 ms [2022-03-26 12:00:28 main:574] : INFO : Epoch 1766 | loss: 0.0312022 | val_loss: 0.0312113 | Time: 8498.17 ms [2022-03-26 12:00:37 main:574] : INFO : Epoch 1767 | loss: 0.0312079 | val_loss: 0.0312164 | Time: 9096.57 ms [2022-03-26 12:00:45 main:574] : INFO : Epoch 1768 | loss: 0.031202 | val_loss: 0.0312317 | Time: 8117.71 ms [2022-03-26 12:00:54 main:574] : INFO : Epoch 1769 | loss: 0.031203 | val_loss: 0.0312093 | Time: 9040.94 ms [2022-03-26 12:01:04 main:574] : INFO : Epoch 1770 | loss: 0.0312006 | val_loss: 0.0312086 | Time: 9266.11 ms [2022-03-26 12:01:12 main:574] : INFO : Epoch 1771 | loss: 0.0312054 | val_loss: 0.0312044 | Time: 8766.58 ms [2022-03-26 12:01:21 main:574] : INFO : Epoch 1772 | loss: 0.0311981 | val_loss: 0.0312059 | Time: 8803.61 ms [2022-03-26 12:01:30 main:574] : INFO : Epoch 1773 | loss: 0.031202 | val_loss: 0.0312105 | Time: 8797.2 ms [2022-03-26 12:01:38 main:574] : INFO : Epoch 1774 | loss: 0.0311988 | val_loss: 0.0312108 | Time: 8270.18 ms [2022-03-26 12:01:47 main:574] : INFO : Epoch 1775 | loss: 0.0311979 | val_loss: 0.0312033 | Time: 9060.11 ms [2022-03-26 12:01:56 main:574] : INFO : Epoch 1776 | loss: 0.0312008 | val_loss: 0.0312074 | Time: 8841.17 ms [2022-03-26 12:02:05 main:574] : INFO : Epoch 1777 | loss: 0.0311999 | val_loss: 0.0312037 | Time: 8796.65 ms [2022-03-26 12:02:14 main:574] : INFO : Epoch 1778 | loss: 0.0311984 | val_loss: 0.0312065 | Time: 8886.66 ms [2022-03-26 12:02:22 main:574] : INFO : Epoch 1779 | loss: 0.0311964 | val_loss: 0.0312043 | Time: 8523.88 ms [2022-03-26 12:02:31 main:574] : INFO : Epoch 1780 | loss: 0.0311959 | val_loss: 0.0312025 | Time: 8647.06 ms [2022-03-26 12:02:40 main:574] : INFO : Epoch 1781 | loss: 0.0311963 | val_loss: 0.031205 | Time: 8803.47 ms [2022-03-26 12:02:49 main:574] : INFO : Epoch 1782 | loss: 0.0311991 | val_loss: 0.0312128 | Time: 9298.81 ms [2022-03-26 12:02:59 main:574] : INFO : Epoch 1783 | loss: 0.0311958 | val_loss: 0.0312035 | Time: 9347.56 ms [2022-03-26 12:03:07 main:574] : INFO : Epoch 1784 | loss: 0.0311961 | val_loss: 0.0312043 | Time: 8487.15 ms [2022-03-26 12:03:16 main:574] : INFO : Epoch 1785 | loss: 0.0311955 | val_loss: 0.0312161 | Time: 8875.62 ms [2022-03-26 12:03:25 main:574] : INFO : Epoch 1786 | loss: 0.0311979 | val_loss: 0.0312037 | Time: 8964.02 ms [2022-03-26 12:03:33 main:574] : INFO : Epoch 1787 | loss: 0.0311958 | val_loss: 0.0312023 | Time: 8029.69 ms [2022-03-26 12:03:42 main:574] : INFO : Epoch 1788 | loss: 0.0312039 | val_loss: 0.0312042 | Time: 9016.84 ms [2022-03-26 12:03:51 main:574] : INFO : Epoch 1789 | loss: 0.0312047 | val_loss: 0.0312107 | Time: 8664.08 ms [2022-03-26 12:04:00 main:574] : INFO : Epoch 1790 | loss: 0.031199 | val_loss: 0.0312047 | Time: 9125.13 ms [2022-03-26 12:04:09 main:574] : INFO : Epoch 1791 | loss: 0.0311959 | val_loss: 0.0312025 | Time: 9187.82 ms [2022-03-26 12:04:18 main:574] : INFO : Epoch 1792 | loss: 0.0312008 | val_loss: 0.0312129 | Time: 8560.52 ms [2022-03-26 12:04:27 main:574] : INFO : Epoch 1793 | loss: 0.0312039 | val_loss: 0.0312063 | Time: 8696.89 ms [2022-03-26 12:04:35 main:574] : INFO : Epoch 1794 | loss: 0.031207 | val_loss: 0.0312102 | Time: 8874.67 ms [2022-03-26 12:04:44 main:574] : INFO : Epoch 1795 | loss: 0.0312056 | val_loss: 0.0312104 | Time: 8430.86 ms [2022-03-26 12:04:54 main:574] : INFO : Epoch 1796 | loss: 0.0312034 | val_loss: 0.031213 | Time: 9752.41 ms [2022-03-26 12:05:04 main:574] : INFO : Epoch 1797 | loss: 0.0312023 | val_loss: 0.0312029 | Time: 9930.58 ms [2022-03-26 12:05:12 main:574] : INFO : Epoch 1798 | loss: 0.0311997 | val_loss: 0.0312041 | Time: 8763.99 ms [2022-03-26 12:05:21 main:574] : INFO : Epoch 1799 | loss: 0.0312005 | val_loss: 0.0312163 | Time: 9084.95 ms [2022-03-26 12:05:30 main:574] : INFO : Epoch 1800 | loss: 0.0312041 | val_loss: 0.0312069 | Time: 8302.3 ms [2022-03-26 12:05:39 main:574] : INFO : Epoch 1801 | loss: 0.0311991 | val_loss: 0.031203 | Time: 8888.25 ms [2022-03-26 12:05:47 main:574] : INFO : Epoch 1802 | loss: 0.0312 | val_loss: 0.0312017 | Time: 8670.76 ms [2022-03-26 12:05:56 main:574] : INFO : Epoch 1803 | loss: 0.0311983 | val_loss: 0.031205 | Time: 8455.71 ms [2022-03-26 12:06:05 main:574] : INFO : Epoch 1804 | loss: 0.0312033 | val_loss: 0.0312073 | Time: 9024.85 ms [2022-03-26 12:06:13 main:574] : INFO : Epoch 1805 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 8083.17 ms [2022-03-26 12:06:22 main:574] : INFO : Epoch 1806 | loss: 0.0311965 | val_loss: 0.0312111 | Time: 8740.02 ms [2022-03-26 12:06:31 main:574] : INFO : Epoch 1807 | loss: 0.0312044 | val_loss: 0.0312048 | Time: 9466.96 ms [2022-03-26 12:06:40 main:574] : INFO : Epoch 1808 | loss: 0.0311973 | val_loss: 0.0312021 | Time: 9243.68 ms [2022-03-26 12:06:49 main:574] : INFO : Epoch 1809 | loss: 0.031197 | val_loss: 0.0312001 | Time: 8952.26 ms [2022-03-26 12:06:58 main:574] : INFO : Epoch 1810 | loss: 0.0311968 | val_loss: 0.0312077 | Time: 8911.08 ms [2022-03-26 12:07:08 main:574] : INFO : Epoch 1811 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 9301.75 ms [2022-03-26 12:07:17 main:574] : INFO : Epoch 1812 | loss: 0.0312032 | val_loss: 0.0312032 | Time: 9476.73 ms [2022-03-26 12:07:26 main:574] : INFO : Epoch 1813 | loss: 0.0311962 | val_loss: 0.0311993 | Time: 8903.75 ms [2022-03-26 12:07:35 main:574] : INFO : Epoch 1814 | loss: 0.0311964 | val_loss: 0.0312044 | Time: 8772.83 ms [2022-03-26 12:07:44 main:574] : INFO : Epoch 1815 | loss: 0.0311982 | val_loss: 0.0311999 | Time: 9440.58 ms [2022-03-26 12:07:53 main:574] : INFO : Epoch 1816 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 8830.94 ms [2022-03-26 12:08:02 main:574] : INFO : Epoch 1817 | loss: 0.0311954 | val_loss: 0.0311994 | Time: 8911.14 ms [2022-03-26 12:08:11 main:574] : INFO : Epoch 1818 | loss: 0.0311926 | val_loss: 0.0311996 | Time: 9244.18 ms [2022-03-26 12:08:20 main:574] : INFO : Epoch 1819 | loss: 0.0311939 | val_loss: 0.0312001 | Time: 8189.46 ms [2022-03-26 12:08:28 main:574] : INFO : Epoch 1820 | loss: 0.0311956 | val_loss: 0.0311997 | Time: 8755.53 ms [2022-03-26 12:08:37 main:574] : INFO : Epoch 1821 | loss: 0.0311954 | val_loss: 0.0312062 | Time: 8950.26 ms [2022-03-26 12:08:46 main:574] : INFO : Epoch 1822 | loss: 0.0311942 | val_loss: 0.0312004 | Time: 8505.02 ms [2022-03-26 12:08:55 main:574] : INFO : Epoch 1823 | loss: 0.0311923 | val_loss: 0.0311998 | Time: 8756.72 ms [2022-03-26 12:09:04 main:574] : INFO : Epoch 1824 | loss: 0.0312025 | val_loss: 0.0312074 | Time: 8974.83 ms [2022-03-26 12:09:13 main:574] : INFO : Epoch 1825 | loss: 0.031196 | val_loss: 0.0312123 | Time: 9326.11 ms [2022-03-26 12:09:22 main:574] : INFO : Epoch 1826 | loss: 0.0312055 | val_loss: 0.03121 | Time: 9438.17 ms [2022-03-26 12:09:31 main:574] : INFO : Epoch 1827 | loss: 0.0311996 | val_loss: 0.0312083 | Time: 8333.82 ms [2022-03-26 12:09:40 main:574] : INFO : Epoch 1828 | loss: 0.0311963 | val_loss: 0.0312103 | Time: 8919.19 ms [2022-03-26 12:09:49 main:574] : INFO : Epoch 1829 | loss: 0.0311945 | val_loss: 0.0312011 | Time: 9544.74 ms [2022-03-26 12:09:59 main:574] : INFO : Epoch 1830 | loss: 0.0311942 | val_loss: 0.031199 | Time: 9547.58 ms [2022-03-26 12:10:09 main:574] : INFO : Epoch 1831 | loss: 0.0311966 | val_loss: 0.0312065 | Time: 10288.1 ms [2022-03-26 12:10:19 main:574] : INFO : Epoch 1832 | loss: 0.0311949 | val_loss: 0.0312024 | Time: 9654.62 ms [2022-03-26 12:10:29 main:574] : INFO : Epoch 1833 | loss: 0.0311937 | val_loss: 0.0312229 | Time: 9832.79 ms [2022-03-26 12:10:38 main:574] : INFO : Epoch 1834 | loss: 0.0312001 | val_loss: 0.0312126 | Time: 9591.62 ms [2022-03-26 12:10:48 main:574] : INFO : Epoch 1835 | loss: 0.0311984 | val_loss: 0.0312046 | Time: 9774.61 ms [2022-03-26 12:10:58 main:574] : INFO : Epoch 1836 | loss: 0.0311945 | val_loss: 0.0312087 | Time: 10210.2 ms [2022-03-26 12:11:08 main:574] : INFO : Epoch 1837 | loss: 0.0311938 | val_loss: 0.0311999 | Time: 9589.8 ms [2022-03-26 12:11:18 main:574] : INFO : Epoch 1838 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 9840.88 ms [2022-03-26 12:11:27 main:574] : INFO : Epoch 1839 | loss: 0.0311939 | val_loss: 0.0311998 | Time: 9631.81 ms [2022-03-26 12:11:36 main:574] : INFO : Epoch 1840 | loss: 0.0311934 | val_loss: 0.031201 | Time: 8895.71 ms [2022-03-26 12:11:46 main:574] : INFO : Epoch 1841 | loss: 0.0311934 | val_loss: 0.0312034 | Time: 9651.12 ms [2022-03-26 12:11:54 main:574] : INFO : Epoch 1842 | loss: 0.0311938 | val_loss: 0.0312072 | Time: 8419.23 ms [2022-03-26 12:12:04 main:574] : INFO : Epoch 1843 | loss: 0.0311933 | val_loss: 0.0312055 | Time: 9071.16 ms [2022-03-26 12:12:13 main:574] : INFO : Epoch 1844 | loss: 0.0311912 | val_loss: 0.0312004 | Time: 9091.11 ms [2022-03-26 12:12:21 main:574] : INFO : Epoch 1845 | loss: 0.0311911 | val_loss: 0.031201 | Time: 8194.99 ms [2022-03-26 12:12:30 main:574] : INFO : Epoch 1846 | loss: 0.0311964 | val_loss: 0.0312028 | Time: 9151.15 ms [2022-03-26 12:12:39 main:574] : INFO : Epoch 1847 | loss: 0.0311915 | val_loss: 0.0311993 | Time: 8581.98 ms [2022-03-26 12:12:48 main:574] : INFO : Epoch 1848 | loss: 0.0311917 | val_loss: 0.031203 | Time: 9172.53 ms [2022-03-26 12:12:57 main:574] : INFO : Epoch 1849 | loss: 0.0311937 | val_loss: 0.0312097 | Time: 9518.68 ms [2022-03-26 12:13:06 main:574] : INFO : Epoch 1850 | loss: 0.0312004 | val_loss: 0.0312107 | Time: 8521.95 ms [2022-03-26 12:13:14 main:574] : INFO : Epoch 1851 | loss: 0.0311945 | val_loss: 0.0312043 | Time: 8543.92 ms [2022-03-26 12:13:23 main:574] : INFO : Epoch 1852 | loss: 0.0311976 | val_loss: 0.0312109 | Time: 8925.41 ms [2022-03-26 12:13:32 main:574] : INFO : Epoch 1853 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 8867.29 ms [2022-03-26 12:13:41 main:574] : INFO : Epoch 1854 | loss: 0.0311999 | val_loss: 0.0312128 | Time: 9052 ms [2022-03-26 12:13:50 main:574] : INFO : Epoch 1855 | loss: 0.0312 | val_loss: 0.0312034 | Time: 8773.34 ms [2022-03-26 12:13:59 main:574] : INFO : Epoch 1856 | loss: 0.0311931 | val_loss: 0.0312006 | Time: 8713.9 ms [2022-03-26 12:14:08 main:574] : INFO : Epoch 1857 | loss: 0.0311931 | val_loss: 0.031203 | Time: 8878.22 ms [2022-03-26 12:14:16 main:574] : INFO : Epoch 1858 | loss: 0.0311925 | val_loss: 0.031201 | Time: 8508.46 ms [2022-03-26 12:14:25 main:574] : INFO : Epoch 1859 | loss: 0.0311904 | val_loss: 0.0312029 | Time: 9008.95 ms [2022-03-26 12:14:34 main:574] : INFO : Epoch 1860 | loss: 0.0311954 | val_loss: 0.0312029 | Time: 8964.76 ms [2022-03-26 12:14:43 main:574] : INFO : Epoch 1861 | loss: 0.0311963 | val_loss: 0.0312001 | Time: 8585.62 ms [2022-03-26 12:14:52 main:574] : INFO : Epoch 1862 | loss: 0.031192 | val_loss: 0.0311993 | Time: 8983.28 ms [2022-03-26 12:15:01 main:574] : INFO : Epoch 1863 | loss: 0.0311905 | val_loss: 0.0311987 | Time: 8687.93 ms [2022-03-26 12:15:09 main:574] : INFO : Epoch 1864 | loss: 0.0311924 | val_loss: 0.0311999 | Time: 8783.32 ms [2022-03-26 12:15:19 main:574] : INFO : Epoch 1865 | loss: 0.0312022 | val_loss: 0.0312015 | Time: 9233.77 ms [2022-03-26 12:15:28 main:574] : INFO : Epoch 1866 | loss: 0.0311952 | val_loss: 0.0312048 | Time: 8841.4 ms [2022-03-26 12:15:37 main:574] : INFO : Epoch 1867 | loss: 0.0311925 | val_loss: 0.0312003 | Time: 9131.5 ms [2022-03-26 12:15:46 main:574] : INFO : Epoch 1868 | loss: 0.0311949 | val_loss: 0.0312008 | Time: 9564.43 ms [2022-03-26 12:15:55 main:574] : INFO : Epoch 1869 | loss: 0.031191 | val_loss: 0.0311992 | Time: 8734.95 ms [2022-03-26 12:16:03 main:574] : INFO : Epoch 1870 | loss: 0.0311908 | val_loss: 0.0312045 | Time: 8342.71 ms [2022-03-26 12:16:12 main:574] : INFO : Epoch 1871 | loss: 0.0311997 | val_loss: 0.0312145 | Time: 9010.73 ms [2022-03-26 12:16:21 main:574] : INFO : Epoch 1872 | loss: 0.0311944 | val_loss: 0.0312023 | Time: 8584.99 ms [2022-03-26 12:16:30 main:574] : INFO : Epoch 1873 | loss: 0.0311906 | val_loss: 0.0312024 | Time: 8821.1 ms [2022-03-26 12:16:39 main:574] : INFO : Epoch 1874 | loss: 0.0311921 | val_loss: 0.0312056 | Time: 8705.16 ms [2022-03-26 12:16:47 main:574] : INFO : Epoch 1875 | loss: 0.0311942 | val_loss: 0.0312032 | Time: 8267.87 ms [2022-03-26 12:16:56 main:574] : INFO : Epoch 1876 | loss: 0.0311915 | val_loss: 0.0312012 | Time: 8621.36 ms [2022-03-26 12:17:04 main:574] : INFO : Epoch 1877 | loss: 0.0311914 | val_loss: 0.0311991 | Time: 8890.04 ms [2022-03-26 12:17:13 main:574] : INFO : Epoch 1878 | loss: 0.0311907 | val_loss: 0.0312001 | Time: 8853.63 ms [2022-03-26 12:17:22 main:574] : INFO : Epoch 1879 | loss: 0.0311915 | val_loss: 0.0311994 | Time: 8954.44 ms [2022-03-26 12:17:31 main:574] : INFO : Epoch 1880 | loss: 0.0311936 | val_loss: 0.0312017 | Time: 8454.97 ms [2022-03-26 12:17:40 main:574] : INFO : Epoch 1881 | loss: 0.0311919 | val_loss: 0.0312159 | Time: 8868.02 ms [2022-03-26 12:17:49 main:574] : INFO : Epoch 1882 | loss: 0.0311933 | val_loss: 0.0312062 | Time: 8832.64 ms [2022-03-26 12:17:57 main:574] : INFO : Epoch 1883 | loss: 0.0311933 | val_loss: 0.0312003 | Time: 8320.06 ms [2022-03-26 12:18:06 main:574] : INFO : Epoch 1884 | loss: 0.0311996 | val_loss: 0.0312049 | Time: 9195.92 ms [2022-03-26 12:18:15 main:574] : INFO : Epoch 1885 | loss: 0.0311917 | val_loss: 0.0312001 | Time: 8542.46 ms [2022-03-26 12:18:23 main:574] : INFO : Epoch 1886 | loss: 0.0311897 | val_loss: 0.031201 | Time: 8859.64 ms [2022-03-26 12:18:32 main:574] : INFO : Epoch 1887 | loss: 0.0311903 | val_loss: 0.0312174 | Time: 8916.36 ms [2022-03-26 12:18:41 main:574] : INFO : Epoch 1888 | loss: 0.0311964 | val_loss: 0.0312059 | Time: 8431.78 ms [2022-03-26 12:18:50 main:574] : INFO : Epoch 1889 | loss: 0.031194 | val_loss: 0.0312072 | Time: 9146.93 ms [2022-03-26 12:18:59 main:574] : INFO : Epoch 1890 | loss: 0.0311916 | val_loss: 0.0312066 | Time: 8745.02 ms [2022-03-26 12:19:08 main:574] : INFO : Epoch 1891 | loss: 0.0311906 | val_loss: 0.0312058 | Time: 8872.68 ms [2022-03-26 12:19:17 main:574] : INFO : Epoch 1892 | loss: 0.0311913 | val_loss: 0.0312059 | Time: 8938.95 ms [2022-03-26 12:19:25 main:574] : INFO : Epoch 1893 | loss: 0.0311977 | val_loss: 0.0312042 | Time: 8484.08 ms [2022-03-26 12:19:34 main:574] : INFO : Epoch 1894 | loss: 0.0311934 | val_loss: 0.0312008 | Time: 8435.68 ms [2022-03-26 12:19:43 main:574] : INFO : Epoch 1895 | loss: 0.0311906 | val_loss: 0.0312153 | Time: 9152.37 ms [2022-03-26 12:19:51 main:574] : INFO : Epoch 1896 | loss: 0.0311943 | val_loss: 0.0312022 | Time: 8577.21 ms [2022-03-26 12:20:00 main:574] : INFO : Epoch 1897 | loss: 0.031188 | val_loss: 0.031213 | Time: 8867.36 ms [2022-03-26 12:20:10 main:574] : INFO : Epoch 1898 | loss: 0.0311935 | val_loss: 0.0312018 | Time: 9790.64 ms [2022-03-26 12:20:20 main:574] : INFO : Epoch 1899 | loss: 0.0311916 | val_loss: 0.0312011 | Time: 9836 ms [2022-03-26 12:20:29 main:574] : INFO : Epoch 1900 | loss: 0.0311974 | val_loss: 0.0312062 | Time: 9168.18 ms [2022-03-26 12:20:39 main:574] : INFO : Epoch 1901 | loss: 0.0311912 | val_loss: 0.031202 | Time: 9932.29 ms [2022-03-26 12:20:50 main:574] : INFO : Epoch 1902 | loss: 0.0311981 | val_loss: 0.0312071 | Time: 10469.7 ms [2022-03-26 12:21:00 main:574] : INFO : Epoch 1903 | loss: 0.0311923 | val_loss: 0.0312017 | Time: 10473.7 ms [2022-03-26 12:21:10 main:574] : INFO : Epoch 1904 | loss: 0.0311915 | val_loss: 0.0312072 | Time: 10332.7 ms [2022-03-26 12:21:20 main:574] : INFO : Epoch 1905 | loss: 0.031195 | val_loss: 0.0312022 | Time: 9501.16 ms [2022-03-26 12:21:31 main:574] : INFO : Epoch 1906 | loss: 0.031193 | val_loss: 0.0312053 | Time: 10691 ms [2022-03-26 12:21:43 main:574] : INFO : Epoch 1907 | loss: 0.0311892 | val_loss: 0.0311997 | Time: 12610.2 ms [2022-03-26 12:21:57 main:574] : INFO : Epoch 1908 | loss: 0.0311881 | val_loss: 0.0312023 | Time: 13556.7 ms [2022-03-26 12:22:10 main:574] : INFO : Epoch 1909 | loss: 0.0311872 | val_loss: 0.0312129 | Time: 13232.1 ms [2022-03-26 12:22:24 main:574] : INFO : Epoch 1910 | loss: 0.0311932 | val_loss: 0.0312115 | Time: 13486.7 ms [2022-03-26 12:22:36 main:574] : INFO : Epoch 1911 | loss: 0.0311941 | val_loss: 0.0312096 | Time: 12820.5 ms [2022-03-26 12:22:50 main:574] : INFO : Epoch 1912 | loss: 0.0311903 | val_loss: 0.0312045 | Time: 13071.3 ms [2022-03-26 12:23:00 main:574] : INFO : Epoch 1913 | loss: 0.0311909 | val_loss: 0.0312061 | Time: 10804.9 ms [2022-03-26 12:23:10 main:574] : INFO : Epoch 1914 | loss: 0.0311927 | val_loss: 0.0311993 | Time: 10142 ms [2022-03-26 12:23:20 main:574] : INFO : Epoch 1915 | loss: 0.0311893 | val_loss: 0.0311981 | Time: 9889.85 ms [2022-03-26 12:23:31 main:574] : INFO : Epoch 1916 | loss: 0.0311906 | val_loss: 0.0312017 | Time: 10558.1 ms [2022-03-26 12:23:42 main:574] : INFO : Epoch 1917 | loss: 0.0311907 | val_loss: 0.0312024 | Time: 11277.8 ms [2022-03-26 12:23:54 main:574] : INFO : Epoch 1918 | loss: 0.03119 | val_loss: 0.0311977 | Time: 11270.4 ms [2022-03-26 12:24:03 main:574] : INFO : Epoch 1919 | loss: 0.0311886 | val_loss: 0.0311988 | Time: 9692.01 ms [2022-03-26 12:24:13 main:574] : INFO : Epoch 1920 | loss: 0.0311884 | val_loss: 0.0311985 | Time: 9800.76 ms [2022-03-26 12:24:24 main:574] : INFO : Epoch 1921 | loss: 0.0311883 | val_loss: 0.0311985 | Time: 10573.3 ms [2022-03-26 12:24:35 main:574] : INFO : Epoch 1922 | loss: 0.0311881 | val_loss: 0.0312022 | Time: 10319.1 ms [2022-03-26 12:24:45 main:574] : INFO : Epoch 1923 | loss: 0.0311922 | val_loss: 0.0312074 | Time: 10691.5 ms [2022-03-26 12:24:57 main:574] : INFO : Epoch 1924 | loss: 0.0311985 | val_loss: 0.0312135 | Time: 11207.8 ms [2022-03-26 12:25:07 main:574] : INFO : Epoch 1925 | loss: 0.0311947 | val_loss: 0.0312077 | Time: 10788.3 ms [2022-03-26 12:25:17 main:574] : INFO : Epoch 1926 | loss: 0.0311914 | val_loss: 0.0312056 | Time: 9562.37 ms [2022-03-26 12:25:27 main:574] : INFO : Epoch 1927 | loss: 0.0311932 | val_loss: 0.0312081 | Time: 9771.62 ms [2022-03-26 12:25:36 main:574] : INFO : Epoch 1928 | loss: 0.0311905 | val_loss: 0.0312122 | Time: 9466.36 ms [2022-03-26 12:25:46 main:574] : INFO : Epoch 1929 | loss: 0.0311927 | val_loss: 0.0312068 | Time: 9945.83 ms [2022-03-26 12:25:56 main:574] : INFO : Epoch 1930 | loss: 0.0311881 | val_loss: 0.0312014 | Time: 10008.3 ms [2022-03-26 12:26:05 main:574] : INFO : Epoch 1931 | loss: 0.0311938 | val_loss: 0.0312029 | Time: 9240.71 ms [2022-03-26 12:26:16 main:574] : INFO : Epoch 1932 | loss: 0.0311883 | val_loss: 0.0312 | Time: 10068.2 ms [2022-03-26 12:26:25 main:574] : INFO : Epoch 1933 | loss: 0.0311875 | val_loss: 0.031207 | Time: 9092.66 ms [2022-03-26 12:26:36 main:574] : INFO : Epoch 1934 | loss: 0.0311901 | val_loss: 0.0312086 | Time: 11589 ms [2022-03-26 12:26:47 main:574] : INFO : Epoch 1935 | loss: 0.0311918 | val_loss: 0.0312031 | Time: 10709.5 ms [2022-03-26 12:26:57 main:574] : INFO : Epoch 1936 | loss: 0.0311913 | val_loss: 0.0311985 | Time: 9719.36 ms [2022-03-26 12:27:07 main:574] : INFO : Epoch 1937 | loss: 0.031193 | val_loss: 0.0312044 | Time: 10225.6 ms [2022-03-26 12:27:18 main:574] : INFO : Epoch 1938 | loss: 0.0312066 | val_loss: 0.0312204 | Time: 10578.1 ms [2022-03-26 12:27:28 main:574] : INFO : Epoch 1939 | loss: 0.0312104 | val_loss: 0.031206 | Time: 10077.9 ms [2022-03-26 12:27:37 main:574] : INFO : Epoch 1940 | loss: 0.0311989 | val_loss: 0.0312066 | Time: 9051.78 ms [2022-03-26 12:27:48 main:574] : INFO : Epoch 1941 | loss: 0.0311999 | val_loss: 0.0312077 | Time: 10657.9 ms [2022-03-26 12:27:57 main:574] : INFO : Epoch 1942 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 8968.32 ms [2022-03-26 12:28:07 main:574] : INFO : Epoch 1943 | loss: 0.0311942 | val_loss: 0.0312011 | Time: 9431.79 ms [2022-03-26 12:28:16 main:574] : INFO : Epoch 1944 | loss: 0.0311935 | val_loss: 0.0312022 | Time: 9054.85 ms [2022-03-26 12:28:24 main:574] : INFO : Epoch 1945 | loss: 0.0311926 | val_loss: 0.0312019 | Time: 8794.96 ms [2022-03-26 12:28:34 main:574] : INFO : Epoch 1946 | loss: 0.0311911 | val_loss: 0.0311999 | Time: 9375.02 ms [2022-03-26 12:28:42 main:574] : INFO : Epoch 1947 | loss: 0.0311926 | val_loss: 0.0312031 | Time: 8491.91 ms [2022-03-26 12:28:51 main:574] : INFO : Epoch 1948 | loss: 0.0311936 | val_loss: 0.0312008 | Time: 9043.57 ms [2022-03-26 12:29:01 main:574] : INFO : Epoch 1949 | loss: 0.0311926 | val_loss: 0.0311993 | Time: 9238.63 ms [2022-03-26 12:29:11 main:574] : INFO : Epoch 1950 | loss: 0.0311951 | val_loss: 0.031206 | Time: 10155.1 ms [2022-03-26 12:29:23 main:574] : INFO : Epoch 1951 | loss: 0.0311932 | val_loss: 0.031202 | Time: 11962.9 ms [2022-03-26 12:29:32 main:574] : INFO : Epoch 1952 | loss: 0.0311902 | val_loss: 0.0311986 | Time: 9693.89 ms [2022-03-26 12:29:42 main:574] : INFO : Epoch 1953 | loss: 0.0311911 | val_loss: 0.0312006 | Time: 9843.97 ms [2022-03-26 12:29:52 main:574] : INFO : Epoch 1954 | loss: 0.0311887 | val_loss: 0.0312073 | Time: 9865.74 ms [2022-03-26 12:30:02 main:574] : INFO : Epoch 1955 | loss: 0.0311897 | val_loss: 0.0312016 | Time: 9682.57 ms [2022-03-26 12:30:12 main:574] : INFO : Epoch 1956 | loss: 0.0311881 | val_loss: 0.0312022 | Time: 10350.2 ms [2022-03-26 12:30:22 main:574] : INFO : Epoch 1957 | loss: 0.0311869 | val_loss: 0.0311981 | Time: 9432.64 ms [2022-03-26 12:30:32 main:574] : INFO : Epoch 1958 | loss: 0.0311946 | val_loss: 0.0311988 | Time: 10415.7 ms [2022-03-26 12:30:42 main:574] : INFO : Epoch 1959 | loss: 0.0311906 | val_loss: 0.031208 | Time: 9418.06 ms [2022-03-26 12:30:51 main:574] : INFO : Epoch 1960 | loss: 0.0311897 | val_loss: 0.0312093 | Time: 9477.52 ms [2022-03-26 12:31:02 main:574] : INFO : Epoch 1961 | loss: 0.0311893 | val_loss: 0.0312002 | Time: 10512.5 ms [2022-03-26 12:31:11 main:574] : INFO : Epoch 1962 | loss: 0.0311855 | val_loss: 0.0311988 | Time: 9542.13 ms [2022-03-26 12:31:21 main:574] : INFO : Epoch 1963 | loss: 0.0311875 | val_loss: 0.0312026 | Time: 10010.1 ms [2022-03-26 12:31:31 main:574] : INFO : Epoch 1964 | loss: 0.0311855 | val_loss: 0.0311975 | Time: 9805.09 ms [2022-03-26 12:31:41 main:574] : INFO : Epoch 1965 | loss: 0.0311922 | val_loss: 0.0312038 | Time: 9475.67 ms [2022-03-26 12:31:51 main:574] : INFO : Epoch 1966 | loss: 0.0311917 | val_loss: 0.0312017 | Time: 10223.4 ms [2022-03-26 12:32:00 main:574] : INFO : Epoch 1967 | loss: 0.0311905 | val_loss: 0.0312065 | Time: 9590.75 ms [2022-03-26 12:32:10 main:574] : INFO : Epoch 1968 | loss: 0.0311882 | val_loss: 0.0311981 | Time: 10102.1 ms [2022-03-26 12:32:21 main:574] : INFO : Epoch 1969 | loss: 0.0311857 | val_loss: 0.0312049 | Time: 10066.3 ms [2022-03-26 12:32:30 main:574] : INFO : Epoch 1970 | loss: 0.0311908 | val_loss: 0.0312017 | Time: 9471.31 ms [2022-03-26 12:32:39 main:574] : INFO : Epoch 1971 | loss: 0.0311871 | val_loss: 0.0311969 | Time: 9126.44 ms [2022-03-26 12:32:48 main:574] : INFO : Epoch 1972 | loss: 0.0311859 | val_loss: 0.0312062 | Time: 8472.48 ms [2022-03-26 12:32:57 main:574] : INFO : Epoch 1973 | loss: 0.0311874 | val_loss: 0.0312021 | Time: 9059.54 ms [2022-03-26 12:33:05 main:574] : INFO : Epoch 1974 | loss: 0.0311878 | val_loss: 0.0311999 | Time: 8725.73 ms [2022-03-26 12:33:14 main:574] : INFO : Epoch 1975 | loss: 0.0311879 | val_loss: 0.0311985 | Time: 8768.26 ms [2022-03-26 12:33:23 main:574] : INFO : Epoch 1976 | loss: 0.0311879 | val_loss: 0.0312027 | Time: 8969.65 ms [2022-03-26 12:33:32 main:574] : INFO : Epoch 1977 | loss: 0.0311906 | val_loss: 0.0311984 | Time: 8500.35 ms [2022-03-26 12:33:41 main:574] : INFO : Epoch 1978 | loss: 0.0311883 | val_loss: 0.0311972 | Time: 8702.33 ms [2022-03-26 12:33:49 main:574] : INFO : Epoch 1979 | loss: 0.0311896 | val_loss: 0.0312 | Time: 8660.06 ms [2022-03-26 12:33:58 main:574] : INFO : Epoch 1980 | loss: 0.0311894 | val_loss: 0.0311967 | Time: 8482.64 ms [2022-03-26 12:34:07 main:574] : INFO : Epoch 1981 | loss: 0.031192 | val_loss: 0.0311986 | Time: 8845 ms [2022-03-26 12:34:15 main:574] : INFO : Epoch 1982 | loss: 0.0311895 | val_loss: 0.0312035 | Time: 8442.23 ms [2022-03-26 12:34:23 main:574] : INFO : Epoch 1983 | loss: 0.0311879 | val_loss: 0.0312023 | Time: 8276.72 ms [2022-03-26 12:34:33 main:574] : INFO : Epoch 1984 | loss: 0.0311894 | val_loss: 0.0311999 | Time: 9920.37 ms [2022-03-26 12:34:42 main:574] : INFO : Epoch 1985 | loss: 0.0311856 | val_loss: 0.0311958 | Time: 8366.22 ms [2022-03-26 12:34:50 main:574] : INFO : Epoch 1986 | loss: 0.0311852 | val_loss: 0.0311987 | Time: 8527.51 ms [2022-03-26 12:34:59 main:574] : INFO : Epoch 1987 | loss: 0.0311859 | val_loss: 0.0311967 | Time: 8927.04 ms [2022-03-26 12:35:08 main:574] : INFO : Epoch 1988 | loss: 0.0311845 | val_loss: 0.0311962 | Time: 8841.63 ms [2022-03-26 12:35:17 main:574] : INFO : Epoch 1989 | loss: 0.0311861 | val_loss: 0.031196 | Time: 8876.74 ms [2022-03-26 12:35:25 main:574] : INFO : Epoch 1990 | loss: 0.0311855 | val_loss: 0.0311962 | Time: 8539.69 ms [2022-03-26 12:35:34 main:574] : INFO : Epoch 1991 | loss: 0.0311899 | val_loss: 0.0311995 | Time: 8548.53 ms [2022-03-26 12:35:43 main:574] : INFO : Epoch 1992 | loss: 0.031188 | val_loss: 0.0311963 | Time: 9027.5 ms [2022-03-26 12:35:52 main:574] : INFO : Epoch 1993 | loss: 0.031188 | val_loss: 0.0311976 | Time: 8509.15 ms [2022-03-26 12:36:01 main:574] : INFO : Epoch 1994 | loss: 0.0311864 | val_loss: 0.0312008 | Time: 8961.45 ms [2022-03-26 12:36:09 main:574] : INFO : Epoch 1995 | loss: 0.031189 | val_loss: 0.0311989 | Time: 8688.86 ms [2022-03-26 12:36:18 main:574] : INFO : Epoch 1996 | loss: 0.0311852 | val_loss: 0.0312084 | Time: 8670.2 ms [2022-03-26 12:36:27 main:574] : INFO : Epoch 1997 | loss: 0.0311873 | val_loss: 0.0311979 | Time: 9047.18 ms [2022-03-26 12:36:37 main:574] : INFO : Epoch 1998 | loss: 0.0311851 | val_loss: 0.0311965 | Time: 9452.34 ms [2022-03-26 12:36:45 main:574] : INFO : Epoch 1999 | loss: 0.0311865 | val_loss: 0.0311972 | Time: 8739.73 ms [2022-03-26 12:36:55 main:574] : INFO : Epoch 2000 | loss: 0.0311842 | val_loss: 0.0311967 | Time: 9041.48 ms [2022-03-26 12:37:03 main:574] : INFO : Epoch 2001 | loss: 0.0311841 | val_loss: 0.031196 | Time: 8739.83 ms [2022-03-26 12:37:12 main:574] : INFO : Epoch 2002 | loss: 0.0311834 | val_loss: 0.0311974 | Time: 9194.98 ms [2022-03-26 12:37:22 main:574] : INFO : Epoch 2003 | loss: 0.0311861 | val_loss: 0.0312045 | Time: 9710.78 ms [2022-03-26 12:37:32 main:574] : INFO : Epoch 2004 | loss: 0.0311848 | val_loss: 0.0311969 | Time: 9620.51 ms [2022-03-26 12:37:41 main:574] : INFO : Epoch 2005 | loss: 0.0311827 | val_loss: 0.0311947 | Time: 9420.62 ms [2022-03-26 12:37:51 main:574] : INFO : Epoch 2006 | loss: 0.0311853 | val_loss: 0.0311984 | Time: 9359.98 ms [2022-03-26 12:37:59 main:574] : INFO : Epoch 2007 | loss: 0.0311828 | val_loss: 0.0312096 | Time: 8565.17 ms [2022-03-26 12:38:08 main:574] : INFO : Epoch 2008 | loss: 0.0311882 | val_loss: 0.0311982 | Time: 8773.49 ms [2022-03-26 12:38:17 main:574] : INFO : Epoch 2009 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 9100.34 ms [2022-03-26 12:38:26 main:574] : INFO : Epoch 2010 | loss: 0.0311858 | val_loss: 0.0311978 | Time: 8603.74 ms [2022-03-26 12:38:35 main:574] : INFO : Epoch 2011 | loss: 0.0311823 | val_loss: 0.0311969 | Time: 8648.02 ms [2022-03-26 12:38:44 main:574] : INFO : Epoch 2012 | loss: 0.0311826 | val_loss: 0.0311952 | Time: 9012.57 ms [2022-03-26 12:38:52 main:574] : INFO : Epoch 2013 | loss: 0.0311823 | val_loss: 0.0311993 | Time: 8758.73 ms [2022-03-26 12:39:01 main:574] : INFO : Epoch 2014 | loss: 0.031182 | val_loss: 0.0311994 | Time: 8846.79 ms [2022-03-26 12:39:10 main:574] : INFO : Epoch 2015 | loss: 0.0311835 | val_loss: 0.0311999 | Time: 8527.92 ms [2022-03-26 12:39:19 main:574] : INFO : Epoch 2016 | loss: 0.0311843 | val_loss: 0.031196 | Time: 8897.57 ms [2022-03-26 12:39:28 main:574] : INFO : Epoch 2017 | loss: 0.0311831 | val_loss: 0.031195 | Time: 9520.9 ms [2022-03-26 12:39:38 main:574] : INFO : Epoch 2018 | loss: 0.0311849 | val_loss: 0.031204 | Time: 9981.04 ms [2022-03-26 12:39:48 main:574] : INFO : Epoch 2019 | loss: 0.0311851 | val_loss: 0.031202 | Time: 9987.43 ms [2022-03-26 12:39:57 main:574] : INFO : Epoch 2020 | loss: 0.0311836 | val_loss: 0.0311976 | Time: 8661.13 ms [2022-03-26 12:40:06 main:574] : INFO : Epoch 2021 | loss: 0.0311857 | val_loss: 0.0312017 | Time: 9021.28 ms [2022-03-26 12:40:15 main:574] : INFO : Epoch 2022 | loss: 0.0311843 | val_loss: 0.031195 | Time: 9137.24 ms [2022-03-26 12:40:24 main:574] : INFO : Epoch 2023 | loss: 0.0311806 | val_loss: 0.0311945 | Time: 8843.63 ms [2022-03-26 12:40:33 main:574] : INFO : Epoch 2024 | loss: 0.0311815 | val_loss: 0.0311946 | Time: 8851.38 ms [2022-03-26 12:40:42 main:574] : INFO : Epoch 2025 | loss: 0.0311833 | val_loss: 0.0311995 | Time: 9348.66 ms [2022-03-26 12:40:50 main:574] : INFO : Epoch 2026 | loss: 0.0311846 | val_loss: 0.0311951 | Time: 8312.32 ms [2022-03-26 12:41:00 main:574] : INFO : Epoch 2027 | loss: 0.0311824 | val_loss: 0.0311942 | Time: 9150.79 ms [2022-03-26 12:41:09 main:574] : INFO : Epoch 2028 | loss: 0.0311813 | val_loss: 0.0311983 | Time: 9472.52 ms [2022-03-26 12:41:18 main:574] : INFO : Epoch 2029 | loss: 0.0311824 | val_loss: 0.0311977 | Time: 8901.99 ms [2022-03-26 12:41:27 main:574] : INFO : Epoch 2030 | loss: 0.0311827 | val_loss: 0.0311968 | Time: 8930.52 ms [2022-03-26 12:41:36 main:574] : INFO : Epoch 2031 | loss: 0.0311817 | val_loss: 0.0311938 | Time: 9113.29 ms [2022-03-26 12:41:46 main:574] : INFO : Epoch 2032 | loss: 0.0311812 | val_loss: 0.0311965 | Time: 9324.23 ms [2022-03-26 12:41:54 main:574] : INFO : Epoch 2033 | loss: 0.0311866 | val_loss: 0.0311997 | Time: 8745.42 ms [2022-03-26 12:42:04 main:574] : INFO : Epoch 2034 | loss: 0.0311863 | val_loss: 0.0311968 | Time: 9422.02 ms [2022-03-26 12:42:12 main:574] : INFO : Epoch 2035 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 8694.79 ms [2022-03-26 12:42:21 main:574] : INFO : Epoch 2036 | loss: 0.0311889 | val_loss: 0.0312029 | Time: 8693.73 ms [2022-03-26 12:42:30 main:574] : INFO : Epoch 2037 | loss: 0.031187 | val_loss: 0.0311982 | Time: 8962.53 ms [2022-03-26 12:42:39 main:574] : INFO : Epoch 2038 | loss: 0.0311904 | val_loss: 0.0311974 | Time: 8425.66 ms [2022-03-26 12:42:47 main:574] : INFO : Epoch 2039 | loss: 0.0311847 | val_loss: 0.0311961 | Time: 8831.84 ms [2022-03-26 12:42:56 main:574] : INFO : Epoch 2040 | loss: 0.0311849 | val_loss: 0.0311988 | Time: 8774.82 ms [2022-03-26 12:43:06 main:574] : INFO : Epoch 2041 | loss: 0.0311851 | val_loss: 0.0311987 | Time: 9764.72 ms [2022-03-26 12:43:17 main:574] : INFO : Epoch 2042 | loss: 0.0311869 | val_loss: 0.031208 | Time: 10872.7 ms [2022-03-26 12:43:26 main:574] : INFO : Epoch 2043 | loss: 0.0311906 | val_loss: 0.0312002 | Time: 9294.08 ms [2022-03-26 12:43:36 main:574] : INFO : Epoch 2044 | loss: 0.0311829 | val_loss: 0.0311961 | Time: 10146.2 ms [2022-03-26 12:43:46 main:574] : INFO : Epoch 2045 | loss: 0.0311826 | val_loss: 0.0311971 | Time: 9739.14 ms [2022-03-26 12:43:55 main:574] : INFO : Epoch 2046 | loss: 0.0311835 | val_loss: 0.0311962 | Time: 8802.93 ms [2022-03-26 12:44:04 main:574] : INFO : Epoch 2047 | loss: 0.0311828 | val_loss: 0.0311978 | Time: 8564.73 ms [2022-03-26 12:44:12 main:574] : INFO : Epoch 2048 | loss: 0.0311817 | val_loss: 0.0311956 | Time: 8955.52 ms [2022-03-26 12:44:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311956 [2022-03-26 12:44:13 main:603] : INFO : Saving end state to config to file [2022-03-26 12:44:13 main:608] : INFO : Success, exiting.. 12:44:13 (30380): 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)