Task 10018191
| Name | ParityModified-1639957938-3337-0_0 |
| Workunit | 7396926 |
| Created | 19 Dec 2021, 23:52:21 UTC |
| Sent | 2 Jan 2022, 19:38:30 UTC |
| Report deadline | 10 Jan 2022, 19:38:30 UTC |
| Received | 4 Jan 2022, 3:10:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 8 hours 53 min 59 sec |
| CPU time | 6 hours 29 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3 | Time: 15298.2 ms [2022-01-03 18:02:57 main:574] : INFO : Epoch 1542 | loss: 0.0310336 | val_loss: 0.0311525 | Time: 14841.6 ms [2022-01-03 18:03:12 main:574] : INFO : Epoch 1543 | loss: 0.0310307 | val_loss: 0.0311446 | Time: 15140.6 ms [2022-01-03 18:03:27 main:574] : INFO : Epoch 1544 | loss: 0.0310293 | val_loss: 0.0311541 | Time: 14691.7 ms [2022-01-03 18:03:42 main:574] : INFO : Epoch 1545 | loss: 0.0310301 | val_loss: 0.031151 | Time: 15055 ms [2022-01-03 18:03:57 main:574] : INFO : Epoch 1546 | loss: 0.0310275 | val_loss: 0.0311626 | Time: 14950.3 ms [2022-01-03 18:04:12 main:574] : INFO : Epoch 1547 | loss: 0.0310299 | val_loss: 0.031148 | Time: 15216.4 ms [2022-01-03 18:04:27 main:574] : INFO : Epoch 1548 | loss: 0.0310272 | val_loss: 0.0311556 | Time: 15082 ms [2022-01-03 18:04:42 main:574] : INFO : Epoch 1549 | loss: 0.0310381 | val_loss: 0.03113 | Time: 14767.8 ms [2022-01-03 18:04:57 main:574] : INFO : Epoch 1550 | loss: 0.0310454 | val_loss: 0.0311415 | Time: 14776.8 ms [2022-01-03 18:05:12 main:574] : INFO : Epoch 1551 | loss: 0.0310384 | val_loss: 0.0311447 | Time: 14888.8 ms [2022-01-03 18:05:27 main:574] : INFO : Epoch 1552 | loss: 0.0310316 | val_loss: 0.0311491 | Time: 14930.4 ms [2022-01-03 18:05:42 main:574] : INFO : Epoch 1553 | loss: 0.0310313 | val_loss: 0.0311524 | Time: 14973.7 ms [2022-01-03 18:05:57 main:574] : INFO : Epoch 1554 | loss: 0.0310332 | val_loss: 0.0311443 | Time: 15050.3 ms [2022-01-03 18:06:12 main:574] : INFO : Epoch 1555 | loss: 0.0310291 | val_loss: 0.0311583 | Time: 14968.7 ms [2022-01-03 18:06:27 main:574] : INFO : Epoch 1556 | loss: 0.0310583 | val_loss: 0.0311641 | Time: 15011.3 ms [2022-01-03 18:06:42 main:574] : INFO : Epoch 1557 | loss: 0.0311302 | val_loss: 0.0311337 | Time: 15358 ms [2022-01-03 18:06:57 main:574] : INFO : Epoch 1558 | loss: 0.0311098 | val_loss: 0.0311232 | Time: 14613.1 ms [2022-01-03 18:07:12 main:574] : INFO : Epoch 1559 | loss: 0.0310944 | val_loss: 0.0311311 | Time: 15109 ms [2022-01-03 18:07:27 main:574] : INFO : Epoch 1560 | loss: 0.031085 | val_loss: 0.0311246 | Time: 14806.4 ms [2022-01-03 18:07:42 main:574] : INFO : Epoch 1561 | loss: 0.0310761 | val_loss: 0.0311294 | Time: 15087.1 ms [2022-01-03 18:07:57 main:574] : INFO : Epoch 1562 | loss: 0.031067 | val_loss: 0.0311327 | Time: 14352 ms [2022-01-03 18:08:12 main:574] : INFO : Epoch 1563 | loss: 0.0310601 | val_loss: 0.031135 | Time: 15564.6 ms [2022-01-03 18:08:27 main:574] : INFO : Epoch 1564 | loss: 0.0310541 | val_loss: 0.0311369 | Time: 14621.8 ms [2022-01-03 18:08:42 main:574] : INFO : Epoch 1565 | loss: 0.0310533 | val_loss: 0.0311478 | Time: 14972.5 ms [2022-01-03 18:08:56 main:574] : INFO : Epoch 1566 | loss: 0.0310489 | val_loss: 0.0311383 | Time: 14498.9 ms [2022-01-03 18:09:12 main:574] : INFO : Epoch 1567 | loss: 0.0310443 | val_loss: 0.0311502 | Time: 15010.6 ms [2022-01-03 18:09:26 main:574] : INFO : Epoch 1568 | loss: 0.0310408 | val_loss: 0.0311514 | Time: 14710.3 ms [2022-01-03 18:09:42 main:574] : INFO : Epoch 1569 | loss: 0.0310391 | val_loss: 0.0311461 | Time: 15140.5 ms [2022-01-03 18:09:57 main:574] : INFO : Epoch 1570 | loss: 0.031035 | val_loss: 0.0311484 | Time: 14956 ms [2022-01-03 18:10:12 main:574] : INFO : Epoch 1571 | loss: 0.0310368 | val_loss: 0.0311513 | Time: 15012.4 ms [2022-01-03 18:10:26 main:574] : INFO : Epoch 1572 | loss: 0.0310349 | val_loss: 0.0311404 | Time: 14720.5 ms [2022-01-03 18:10:42 main:574] : INFO : Epoch 1573 | loss: 0.0310322 | val_loss: 0.0311417 | Time: 15102.7 ms [2022-01-03 18:10:57 main:574] : INFO : Epoch 1574 | loss: 0.0310331 | val_loss: 0.0311522 | Time: 14974.4 ms [2022-01-03 18:11:12 main:574] : INFO : Epoch 1575 | loss: 0.0310273 | val_loss: 0.0311507 | Time: 15296.4 ms [2022-01-03 18:11:27 main:574] : INFO : Epoch 1576 | loss: 0.0310291 | val_loss: 0.0311359 | Time: 14849.4 ms [2022-01-03 18:11:42 main:574] : INFO : Epoch 1577 | loss: 0.0310281 | val_loss: 0.0311491 | Time: 15186.9 ms [2022-01-03 18:11:57 main:574] : INFO : Epoch 1578 | loss: 0.0310269 | val_loss: 0.031157 | Time: 14706.2 ms [2022-01-03 18:12:12 main:574] : INFO : Epoch 1579 | loss: 0.0310368 | val_loss: 0.0311446 | Time: 15308.5 ms [2022-01-03 18:12:27 main:574] : INFO : Epoch 1580 | loss: 0.0310417 | val_loss: 0.031144 | Time: 14759.6 ms [2022-01-03 18:12:42 main:574] : INFO : Epoch 1581 | loss: 0.0310374 | val_loss: 0.0311523 | Time: 14811.8 ms [2022-01-03 18:12:57 main:574] : INFO : Epoch 1582 | loss: 0.0310354 | val_loss: 0.0311479 | Time: 14698.5 ms [2022-01-03 18:13:12 main:574] : INFO : Epoch 1583 | loss: 0.0310333 | val_loss: 0.0311451 | Time: 14965.4 ms [2022-01-03 18:13:27 main:574] : INFO : Epoch 1584 | loss: 0.0310305 | val_loss: 0.0311512 | Time: 14928.8 ms [2022-01-03 18:13:42 main:574] : INFO : Epoch 1585 | loss: 0.0310287 | val_loss: 0.0311617 | Time: 15060.9 ms [2022-01-03 18:13:57 main:574] : INFO : Epoch 1586 | loss: 0.031041 | val_loss: 0.0311385 | Time: 14860 ms [2022-01-03 18:14:12 main:574] : INFO : Epoch 1587 | loss: 0.0310397 | val_loss: 0.0311432 | Time: 14926.6 ms [2022-01-03 18:14:26 main:574] : INFO : Epoch 1588 | loss: 0.0310355 | val_loss: 0.0311461 | Time: 14700.9 ms [2022-01-03 18:14:42 main:574] : INFO : Epoch 1589 | loss: 0.0310295 | val_loss: 0.0311468 | Time: 15445.4 ms [2022-01-03 18:14:57 main:574] : INFO : Epoch 1590 | loss: 0.0310258 | val_loss: 0.0311498 | Time: 14560.8 ms [2022-01-03 18:15:12 main:574] : INFO : Epoch 1591 | loss: 0.0310262 | val_loss: 0.0311505 | Time: 15176.1 ms [2022-01-03 18:15:27 main:574] : INFO : Epoch 1592 | loss: 0.0310344 | val_loss: 0.0311469 | Time: 14729.4 ms [2022-01-03 18:15:42 main:574] : INFO : Epoch 1593 | loss: 0.0310336 | val_loss: 0.0311479 | Time: 15235.7 ms [2022-01-03 18:15:57 main:574] : INFO : Epoch 1594 | loss: 0.0310297 | val_loss: 0.0311482 | Time: 14734.9 ms [2022-01-03 18:16:12 main:574] : INFO : Epoch 1595 | loss: 0.0310292 | val_loss: 0.0311493 | Time: 15270.2 ms [2022-01-03 18:16:27 main:574] : INFO : Epoch 1596 | loss: 0.0310279 | val_loss: 0.0311448 | Time: 14976.5 ms [2022-01-03 18:16:42 main:574] : INFO : Epoch 1597 | loss: 0.0310324 | val_loss: 0.0311582 | Time: 14962.6 ms [2022-01-03 18:16:57 main:574] : INFO : Epoch 1598 | loss: 0.0310414 | val_loss: 0.0311568 | Time: 14750.4 ms [2022-01-03 18:17:12 main:574] : INFO : Epoch 1599 | loss: 0.0310324 | val_loss: 0.0311483 | Time: 15187.4 ms [2022-01-03 18:17:27 main:574] : INFO : Epoch 1600 | loss: 0.0310265 | val_loss: 0.0311648 | Time: 14441.2 ms [2022-01-03 18:17:42 main:574] : INFO : Epoch 1601 | loss: 0.0310233 | val_loss: 0.0311501 | Time: 15140 ms [2022-01-03 18:17:57 main:574] : INFO : Epoch 1602 | loss: 0.0310252 | val_loss: 0.0311511 | Time: 14642.8 ms [2022-01-03 18:18:12 main:574] : INFO : Epoch 1603 | loss: 0.0310276 | val_loss: 0.0311426 | Time: 15074.3 ms [2022-01-03 18:18:27 main:574] : INFO : Epoch 1604 | loss: 0.0310336 | val_loss: 0.0311448 | Time: 14969.5 ms [2022-01-03 18:18:42 main:574] : INFO : Epoch 1605 | loss: 0.0310479 | val_loss: 0.0311404 | Time: 15071.9 ms [2022-01-03 18:18:57 main:574] : INFO : Epoch 1606 | loss: 0.031047 | val_loss: 0.0311398 | Time: 14621.9 ms [2022-01-03 18:19:12 main:574] : INFO : Epoch 1607 | loss: 0.0310463 | val_loss: 0.0311598 | Time: 15242.5 ms [2022-01-03 18:19:27 main:574] : INFO : Epoch 1608 | loss: 0.0310371 | val_loss: 0.0311566 | Time: 14860.3 ms [2022-01-03 18:19:42 main:574] : INFO : Epoch 1609 | loss: 0.0310422 | val_loss: 0.0311356 | Time: 15304.6 ms [2022-01-03 18:19:57 main:574] : INFO : Epoch 1610 | loss: 0.0310356 | val_loss: 0.0311508 | Time: 14669.2 ms [2022-01-03 18:20:12 main:574] : INFO : Epoch 1611 | loss: 0.0310335 | val_loss: 0.0311555 | Time: 15226.3 ms [2022-01-03 18:20:27 main:574] : INFO : Epoch 1612 | loss: 0.0310261 | val_loss: 0.0311531 | Time: 14663.1 ms [2022-01-03 18:20:42 main:574] : INFO : Epoch 1613 | loss: 0.0310265 | val_loss: 0.0311606 | Time: 14966.9 ms [2022-01-03 18:20:57 main:574] : INFO : Epoch 1614 | loss: 0.031026 | val_loss: 0.0311479 | Time: 14552.3 ms [2022-01-03 18:21:12 main:574] : INFO : Epoch 1615 | loss: 0.0310219 | val_loss: 0.0311568 | Time: 15508.8 ms [2022-01-03 18:21:27 main:574] : INFO : Epoch 1616 | loss: 0.0310304 | val_loss: 0.0311374 | Time: 14869.6 ms [2022-01-03 18:21:42 main:574] : INFO : Epoch 1617 | loss: 0.031031 | val_loss: 0.0311421 | Time: 15265.2 ms [2022-01-03 18:21:57 main:574] : INFO : Epoch 1618 | loss: 0.0310515 | val_loss: 0.0311317 | Time: 14588 ms [2022-01-03 18:22:13 main:574] : INFO : Epoch 1619 | loss: 0.0310504 | val_loss: 0.0311455 | Time: 15462.7 ms [2022-01-03 18:22:27 main:574] : INFO : Epoch 1620 | loss: 0.0310608 | val_loss: 0.0311592 | Time: 14664.1 ms [2022-01-03 18:22:43 main:574] : INFO : Epoch 1621 | loss: 0.0310574 | val_loss: 0.0311599 | Time: 15228.5 ms [2022-01-03 18:22:57 main:574] : INFO : Epoch 1622 | loss: 0.0310598 | val_loss: 0.0311421 | Time: 14631.2 ms [2022-01-03 18:23:13 main:574] : INFO : Epoch 1623 | loss: 0.0310434 | val_loss: 0.0311449 | Time: 15160.5 ms [2022-01-03 18:23:27 main:574] : INFO : Epoch 1624 | loss: 0.0310387 | val_loss: 0.0311529 | Time: 14747.6 ms [2022-01-03 18:23:43 main:574] : INFO : Epoch 1625 | loss: 0.0310335 | val_loss: 0.0311644 | Time: 15249 ms [2022-01-03 18:23:57 main:574] : INFO : Epoch 1626 | loss: 0.0310333 | val_loss: 0.0311525 | Time: 14719.2 ms [2022-01-03 18:24:13 main:574] : INFO : Epoch 1627 | loss: 0.0310319 | val_loss: 0.0311541 | Time: 15108.2 ms [2022-01-03 18:24:28 main:574] : INFO : Epoch 1628 | loss: 0.0310298 | val_loss: 0.0311565 | Time: 15051.6 ms [2022-01-03 18:24:43 main:574] : INFO : Epoch 1629 | loss: 0.0310305 | val_loss: 0.0311453 | Time: 15285 ms [2022-01-03 18:24:58 main:574] : INFO : Epoch 1630 | loss: 0.0310287 | val_loss: 0.0311518 | Time: 14468.9 ms [2022-01-03 18:25:13 main:574] : INFO : Epoch 1631 | loss: 0.031027 | val_loss: 0.0311621 | Time: 15413 ms [2022-01-03 18:25:28 main:574] : INFO : Epoch 1632 | loss: 0.0310271 | val_loss: 0.0311562 | Time: 14773.2 ms [2022-01-03 18:25:43 main:574] : INFO : Epoch 1633 | loss: 0.0310308 | val_loss: 0.0311619 | Time: 15465.9 ms [2022-01-03 18:25:59 main:574] : INFO : Epoch 1634 | loss: 0.0310296 | val_loss: 0.0311761 | Time: 15016.4 ms [2022-01-03 18:26:14 main:574] : INFO : Epoch 1635 | loss: 0.0310288 | val_loss: 0.0311477 | Time: 15168 ms [2022-01-03 18:26:29 main:574] : INFO : Epoch 1636 | loss: 0.0310427 | val_loss: 0.0311565 | Time: 14730.1 ms [2022-01-03 18:26:44 main:574] : INFO : Epoch 1637 | loss: 0.0310357 | val_loss: 0.0311546 | Time: 15031.1 ms [2022-01-03 18:26:58 main:574] : INFO : Epoch 1638 | loss: 0.0310268 | val_loss: 0.0311541 | Time: 14472.2 ms [2022-01-03 18:27:13 main:574] : INFO : Epoch 1639 | loss: 0.0310327 | val_loss: 0.0311606 | Time: 14628.7 ms [2022-01-03 18:27:28 main:574] : INFO : Epoch 1640 | loss: 0.0310269 | val_loss: 0.0311528 | Time: 14911.4 ms [2022-01-03 18:27:43 main:574] : INFO : Epoch 1641 | loss: 0.0310285 | val_loss: 0.0311633 | Time: 14962.4 ms [2022-01-03 18:27:58 main:574] : INFO : Epoch 1642 | loss: 0.0310272 | val_loss: 0.0311443 | Time: 14888 ms [2022-01-03 18:28:13 main:574] : INFO : Epoch 1643 | loss: 0.031028 | val_loss: 0.0311488 | Time: 15201.4 ms [2022-01-03 18:28:28 main:574] : INFO : Epoch 1644 | loss: 0.0310347 | val_loss: 0.0311533 | Time: 14973.6 ms [2022-01-03 18:28:43 main:574] : INFO : Epoch 1645 | loss: 0.0310372 | val_loss: 0.0311545 | Time: 15346.3 ms [2022-01-03 18:28:59 main:574] : INFO : Epoch 1646 | loss: 0.0310299 | val_loss: 0.0311487 | Time: 15081.1 ms [2022-01-03 18:29:14 main:574] : INFO : Epoch 1647 | loss: 0.0310276 | val_loss: 0.0311705 | Time: 14947 ms [2022-01-03 18:29:28 main:574] : INFO : Epoch 1648 | loss: 0.0310263 | val_loss: 0.0311634 | Time: 14833.6 ms [2022-01-03 18:29:44 main:574] : INFO : Epoch 1649 | loss: 0.0310265 | val_loss: 0.0311655 | Time: 15421.2 ms [2022-01-03 18:29:59 main:574] : INFO : Epoch 1650 | loss: 0.0310268 | val_loss: 0.0311544 | Time: 15026.2 ms [2022-01-03 18:30:14 main:574] : INFO : Epoch 1651 | loss: 0.0310251 | val_loss: 0.0311547 | Time: 15032.6 ms [2022-01-03 18:30:29 main:574] : INFO : Epoch 1652 | loss: 0.0310276 | val_loss: 0.0311553 | Time: 14636.6 ms [2022-01-03 18:30:44 main:574] : INFO : Epoch 1653 | loss: 0.0310334 | val_loss: 0.0311562 | Time: 15075.2 ms [2022-01-03 18:30:59 main:574] : INFO : Epoch 1654 | loss: 0.0310289 | val_loss: 0.0311496 | Time: 14780.6 ms [2022-01-03 18:31:14 main:574] : INFO : Epoch 1655 | loss: 0.0310234 | val_loss: 0.0311527 | Time: 15205.2 ms [2022-01-03 18:31:29 main:574] : INFO : Epoch 1656 | loss: 0.0310283 | val_loss: 0.0311626 | Time: 14748.3 ms [2022-01-03 18:31:44 main:574] : INFO : Epoch 1657 | loss: 0.0310328 | val_loss: 0.0311472 | Time: 15055.5 ms [2022-01-03 18:31:59 main:574] : INFO : Epoch 1658 | loss: 0.0310339 | val_loss: 0.0311403 | Time: 14690.8 ms [2022-01-03 18:32:14 main:574] : INFO : Epoch 1659 | loss: 0.0310318 | val_loss: 0.0311611 | Time: 14990.2 ms [2022-01-03 18:32:29 main:574] : INFO : Epoch 1660 | loss: 0.0310252 | val_loss: 0.0311595 | Time: 14844.2 ms [2022-01-03 18:32:44 main:574] : INFO : Epoch 1661 | loss: 0.0310257 | val_loss: 0.0311551 | Time: 14949.4 ms [2022-01-03 18:32:58 main:574] : INFO : Epoch 1662 | loss: 0.0310289 | val_loss: 0.0311575 | Time: 14068.7 ms [2022-01-03 18:33:13 main:574] : INFO : Epoch 1663 | loss: 0.0310231 | val_loss: 0.0311585 | Time: 14818.8 ms [2022-01-03 18:33:27 main:574] : INFO : Epoch 1664 | loss: 0.0310266 | val_loss: 0.0311475 | Time: 14614.4 ms [2022-01-03 18:33:43 main:574] : INFO : Epoch 1665 | loss: 0.0310269 | val_loss: 0.0311469 | Time: 15040.4 ms [2022-01-03 18:33:57 main:574] : INFO : Epoch 1666 | loss: 0.0310271 | val_loss: 0.031156 | Time: 14745.4 ms [2022-01-03 18:34:12 main:574] : INFO : Epoch 1667 | loss: 0.0310268 | val_loss: 0.0311536 | Time: 15012.7 ms [2022-01-03 18:34:27 main:574] : INFO : Epoch 1668 | loss: 0.0310232 | val_loss: 0.0311584 | Time: 14659.4 ms [2022-01-03 18:34:42 main:574] : INFO : Epoch 1669 | loss: 0.0310227 | val_loss: 0.0311496 | Time: 15095.8 ms [2022-01-03 18:34:57 main:574] : INFO : Epoch 1670 | loss: 0.0310253 | val_loss: 0.0311561 | Time: 14709.8 ms [2022-01-03 18:35:12 main:574] : INFO : Epoch 1671 | loss: 0.0310244 | val_loss: 0.0311532 | Time: 14988.1 ms [2022-01-03 18:35:27 main:574] : INFO : Epoch 1672 | loss: 0.031023 | val_loss: 0.0311671 | Time: 14650.6 ms [2022-01-03 18:35:42 main:574] : INFO : Epoch 1673 | loss: 0.031028 | val_loss: 0.0311434 | Time: 15130.8 ms [2022-01-03 18:35:57 main:574] : INFO : Epoch 1674 | loss: 0.0310548 | val_loss: 0.0311305 | Time: 14474.3 ms [2022-01-03 18:36:12 main:574] : INFO : Epoch 1675 | loss: 0.0310467 | val_loss: 0.031144 | Time: 15325.8 ms [2022-01-03 18:36:26 main:574] : INFO : Epoch 1676 | loss: 0.0310427 | val_loss: 0.0311441 | Time: 14302.7 ms [2022-01-03 18:36:41 main:574] : INFO : Epoch 1677 | loss: 0.0310336 | val_loss: 0.0311453 | Time: 14853 ms [2022-01-03 18:36:56 main:574] : INFO : Epoch 1678 | loss: 0.0310487 | val_loss: 0.0311349 | Time: 14570.4 ms [2022-01-03 18:37:11 main:574] : INFO : Epoch 1679 | loss: 0.0310526 | val_loss: 0.0311519 | Time: 14666.4 ms [2022-01-03 18:37:26 main:574] : INFO : Epoch 1680 | loss: 0.0310498 | val_loss: 0.0311372 | Time: 15135.2 ms [2022-01-03 18:37:41 main:574] : INFO : Epoch 1681 | loss: 0.0310533 | val_loss: 0.031143 | Time: 14865.7 ms [2022-01-03 18:37:56 main:574] : INFO : Epoch 1682 | loss: 0.0310683 | val_loss: 0.0311276 | Time: 14850.6 ms [2022-01-03 18:38:11 main:574] : INFO : Epoch 1683 | loss: 0.03106 | val_loss: 0.03113 | Time: 15073.6 ms [2022-01-03 18:38:26 main:574] : INFO : Epoch 1684 | loss: 0.0310502 | val_loss: 0.0311498 | Time: 15125.3 ms [2022-01-03 18:38:41 main:574] : INFO : Epoch 1685 | loss: 0.0310442 | val_loss: 0.0311412 | Time: 15006.5 ms [2022-01-03 18:38:56 main:574] : INFO : Epoch 1686 | loss: 0.031045 | val_loss: 0.0311396 | Time: 14948.9 ms [2022-01-03 18:39:11 main:574] : INFO : Epoch 1687 | loss: 0.0310418 | val_loss: 0.031149 | Time: 14675.8 ms [2022-01-03 18:39:26 main:574] : INFO : Epoch 1688 | loss: 0.031046 | val_loss: 0.0311443 | Time: 14837.7 ms [2022-01-03 18:39:40 main:574] : INFO : Epoch 1689 | loss: 0.0310399 | val_loss: 0.03114 | Time: 14627.3 ms [2022-01-03 18:39:55 main:574] : INFO : Epoch 1690 | loss: 0.0310392 | val_loss: 0.0311494 | Time: 14940 ms [2022-01-03 18:40:10 main:574] : INFO : Epoch 1691 | loss: 0.0311357 | val_loss: 0.0312194 | Time: 14643.5 ms [2022-01-03 18:40:25 main:574] : INFO : Epoch 1692 | loss: 0.0312277 | val_loss: 0.0312238 | Time: 14840.8 ms [2022-01-03 18:40:40 main:574] : INFO : Epoch 1693 | loss: 0.0312198 | val_loss: 0.0312089 | Time: 14859.1 ms [2022-01-03 18:40:55 main:574] : INFO : Epoch 1694 | loss: 0.0312137 | val_loss: 0.0312074 | Time: 15136.4 ms [2022-01-03 18:41:09 main:574] : INFO : Epoch 1695 | loss: 0.031206 | val_loss: 0.031201 | Time: 14541.6 ms [2022-01-03 18:41:25 main:574] : INFO : Epoch 1696 | loss: 0.0312024 | val_loss: 0.0311989 | Time: 15177.2 ms [2022-01-03 18:41:40 main:574] : INFO : Epoch 1697 | loss: 0.0311996 | val_loss: 0.0311978 | Time: 14973.4 ms [2022-01-03 18:41:55 main:574] : INFO : Epoch 1698 | loss: 0.0311986 | val_loss: 0.0311982 | Time: 15006.6 ms [2022-01-03 18:42:10 main:574] : INFO : Epoch 1699 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 15512.3 ms [2022-01-03 18:42:25 main:574] : INFO : Epoch 1700 | loss: 0.0311953 | val_loss: 0.0311955 | Time: 14863 ms [2022-01-03 18:42:40 main:574] : INFO : Epoch 1701 | loss: 0.0311939 | val_loss: 0.0311962 | Time: 14587 ms [2022-01-03 18:42:55 main:574] : INFO : Epoch 1702 | loss: 0.0311926 | val_loss: 0.0311951 | Time: 15008.7 ms [2022-01-03 18:43:10 main:574] : INFO : Epoch 1703 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 14950.6 ms [2022-01-03 18:43:28 main:574] : INFO : Epoch 1704 | loss: 0.0311911 | val_loss: 0.0311941 | Time: 18125.6 ms [2022-01-03 18:43:43 main:574] : INFO : Epoch 1705 | loss: 0.0311904 | val_loss: 0.0311925 | Time: 15173.5 ms [2022-01-03 18:43:58 main:574] : INFO : Epoch 1706 | loss: 0.0311903 | val_loss: 0.0311951 | Time: 14370.2 ms [2022-01-03 18:44:13 main:574] : INFO : Epoch 1707 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 14826.3 ms [2022-01-03 18:44:27 main:574] : INFO : Epoch 1708 | loss: 0.0311894 | val_loss: 0.0311924 | Time: 14428.8 ms [2022-01-03 18:44:43 main:574] : INFO : Epoch 1709 | loss: 0.0311879 | val_loss: 0.0311906 | Time: 15413.1 ms [2022-01-03 18:44:57 main:574] : INFO : Epoch 1710 | loss: 0.0311871 | val_loss: 0.031192 | Time: 14287.7 ms [2022-01-03 18:45:13 main:574] : INFO : Epoch 1711 | loss: 0.0311868 | val_loss: 0.0311914 | Time: 16238.8 ms [2022-01-03 18:45:34 main:574] : INFO : Epoch 1712 | loss: 0.031187 | val_loss: 0.0311924 | Time: 20119.5 ms [2022-01-03 18:45:49 main:574] : INFO : Epoch 1713 | loss: 0.0311859 | val_loss: 0.0311896 | Time: 14859.5 ms [2022-01-03 18:46:04 main:574] : INFO : Epoch 1714 | loss: 0.0311875 | val_loss: 0.0311941 | Time: 15287.4 ms [2022-01-03 18:46:19 main:574] : INFO : Epoch 1715 | loss: 0.0311865 | val_loss: 0.0311902 | Time: 14908.9 ms [2022-01-03 18:46:34 main:574] : INFO : Epoch 1716 | loss: 0.0311852 | val_loss: 0.0311907 | Time: 15331.6 ms [2022-01-03 18:46:49 main:574] : INFO : Epoch 1717 | loss: 0.0311849 | val_loss: 0.0311914 | Time: 14888.9 ms [2022-01-03 18:47:04 main:574] : INFO : Epoch 1718 | loss: 0.0311837 | val_loss: 0.0311916 | Time: 15015.1 ms [2022-01-03 18:47:19 main:574] : INFO : Epoch 1719 | loss: 0.0311845 | val_loss: 0.0311904 | Time: 14500.4 ms [2022-01-03 18:47:34 main:574] : INFO : Epoch 1720 | loss: 0.0311834 | val_loss: 0.0311936 | Time: 15262.2 ms [2022-01-03 18:47:49 main:574] : INFO : Epoch 1721 | loss: 0.0311832 | val_loss: 0.0311896 | Time: 14551.7 ms [2022-01-03 18:48:04 main:574] : INFO : Epoch 1722 | loss: 0.031182 | val_loss: 0.0311892 | Time: 15210.1 ms [2022-01-03 18:48:19 main:574] : INFO : Epoch 1723 | loss: 0.0311834 | val_loss: 0.0311965 | Time: 14782.6 ms [2022-01-03 18:48:34 main:574] : INFO : Epoch 1724 | loss: 0.0311845 | val_loss: 0.0311916 | Time: 15312.8 ms [2022-01-03 18:48:49 main:574] : INFO : Epoch 1725 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 14456.7 ms [2022-01-03 18:49:04 main:574] : INFO : Epoch 1726 | loss: 0.0311813 | val_loss: 0.0311919 | Time: 14784.7 ms [2022-01-03 18:49:18 main:574] : INFO : Epoch 1727 | loss: 0.0311817 | val_loss: 0.0311895 | Time: 14328.8 ms [2022-01-03 18:49:33 main:574] : INFO : Epoch 1728 | loss: 0.0311807 | val_loss: 0.03119 | Time: 15038.8 ms [2022-01-03 18:49:48 main:574] : INFO : Epoch 1729 | loss: 0.03118 | val_loss: 0.0311903 | Time: 14591.6 ms [2022-01-03 18:50:03 main:574] : INFO : Epoch 1730 | loss: 0.0311793 | val_loss: 0.0311895 | Time: 15008.1 ms [2022-01-03 18:50:18 main:574] : INFO : Epoch 1731 | loss: 0.0311809 | val_loss: 0.0311894 | Time: 14622.7 ms [2022-01-03 18:50:33 main:574] : INFO : Epoch 1732 | loss: 0.0311811 | val_loss: 0.0311905 | Time: 15031.1 ms [2022-01-03 18:50:47 main:574] : INFO : Epoch 1733 | loss: 0.0311797 | val_loss: 0.0311906 | Time: 14721 ms [2022-01-03 18:51:02 main:574] : INFO : Epoch 1734 | loss: 0.0311789 | val_loss: 0.0311892 | Time: 15022.5 ms [2022-01-03 18:51:18 main:574] : INFO : Epoch 1735 | loss: 0.0311789 | val_loss: 0.03119 | Time: 15120.1 ms [2022-01-03 18:51:33 main:574] : INFO : Epoch 1736 | loss: 0.0311785 | val_loss: 0.0311937 | Time: 15166.5 ms [2022-01-03 18:51:48 main:574] : INFO : Epoch 1737 | loss: 0.0311793 | val_loss: 0.0311915 | Time: 14739.4 ms [2022-01-03 18:52:03 main:574] : INFO : Epoch 1738 | loss: 0.0311791 | val_loss: 0.0311915 | Time: 15045.6 ms [2022-01-03 18:52:18 main:574] : INFO : Epoch 1739 | loss: 0.031179 | val_loss: 0.0311907 | Time: 14997.4 ms [2022-01-03 18:52:33 main:574] : INFO : Epoch 1740 | loss: 0.0311776 | val_loss: 0.0311904 | Time: 15212 ms [2022-01-03 18:52:48 main:574] : INFO : Epoch 1741 | loss: 0.0311799 | val_loss: 0.0311916 | Time: 14608.5 ms [2022-01-03 18:53:03 main:574] : INFO : Epoch 1742 | loss: 0.0311835 | val_loss: 0.0311913 | Time: 14791.8 ms [2022-01-03 18:53:17 main:574] : INFO : Epoch 1743 | loss: 0.0311817 | val_loss: 0.0311916 | Time: 14849.7 ms [2022-01-03 18:53:32 main:574] : INFO : Epoch 1744 | loss: 0.0311824 | val_loss: 0.0311988 | Time: 14845.1 ms [2022-01-03 18:53:47 main:574] : INFO : Epoch 1745 | loss: 0.0311795 | val_loss: 0.0311925 | Time: 14848.6 ms [2022-01-03 18:54:02 main:574] : INFO : Epoch 1746 | loss: 0.0311786 | val_loss: 0.0311896 | Time: 14412.2 ms [2022-01-03 18:54:17 main:574] : INFO : Epoch 1747 | loss: 0.0311778 | val_loss: 0.0311928 | Time: 14888.1 ms [2022-01-03 18:54:32 main:574] : INFO : Epoch 1748 | loss: 0.0311777 | val_loss: 0.0311909 | Time: 14958.3 ms [2022-01-03 18:54:47 main:574] : INFO : Epoch 1749 | loss: 0.0311776 | val_loss: 0.0311915 | Time: 14863.4 ms [2022-01-03 18:55:01 main:574] : INFO : Epoch 1750 | loss: 0.031176 | val_loss: 0.0311911 | Time: 14613.5 ms [2022-01-03 18:55:16 main:574] : INFO : Epoch 1751 | loss: 0.0311765 | val_loss: 0.0311924 | Time: 14862.2 ms [2022-01-03 18:55:31 main:574] : INFO : Epoch 1752 | loss: 0.0311751 | val_loss: 0.0311896 | Time: 14507.3 ms [2022-01-03 18:55:46 main:574] : INFO : Epoch 1753 | loss: 0.031176 | val_loss: 0.0311927 | Time: 15456.2 ms [2022-01-03 18:56:01 main:574] : INFO : Epoch 1754 | loss: 0.031175 | val_loss: 0.0311912 | Time: 14894.2 ms [2022-01-03 18:56:17 main:574] : INFO : Epoch 1755 | loss: 0.0311755 | val_loss: 0.0311914 | Time: 15188.9 ms [2022-01-03 18:56:31 main:574] : INFO : Epoch 1756 | loss: 0.0311758 | val_loss: 0.0311888 | Time: 14729.9 ms [2022-01-03 18:56:46 main:574] : INFO : Epoch 1757 | loss: 0.0311766 | val_loss: 0.0311908 | Time: 14942 ms [2022-01-03 18:57:01 main:574] : INFO : Epoch 1758 | loss: 0.031175 | val_loss: 0.0311901 | Time: 14628.9 ms [2022-01-03 18:57:16 main:574] : INFO : Epoch 1759 | loss: 0.0311739 | val_loss: 0.0311913 | Time: 15009.2 ms [2022-01-03 18:57:31 main:574] : INFO : Epoch 1760 | loss: 0.0311744 | val_loss: 0.0311897 | Time: 14662.1 ms [2022-01-03 18:57:45 main:574] : INFO : Epoch 1761 | loss: 0.0311758 | val_loss: 0.0311928 | Time: 14699.1 ms [2022-01-03 18:58:01 main:574] : INFO : Epoch 1762 | loss: 0.0311767 | val_loss: 0.0311899 | Time: 15075.6 ms [2022-01-03 18:58:16 main:574] : INFO : Epoch 1763 | loss: 0.0311744 | val_loss: 0.0311928 | Time: 15432.8 ms [2022-01-03 18:58:31 main:574] : INFO : Epoch 1764 | loss: 0.0311753 | val_loss: 0.0311896 | Time: 15001.8 ms [2022-01-03 18:58:46 main:574] : INFO : Epoch 1765 | loss: 0.0311778 | val_loss: 0.0311933 | Time: 15167.2 ms [2022-01-03 18:59:02 main:574] : INFO : Epoch 1766 | loss: 0.0311764 | val_loss: 0.0311897 | Time: 15114.3 ms [2022-01-03 18:59:17 main:574] : INFO : Epoch 1767 | loss: 0.0311783 | val_loss: 0.0311909 | Time: 15103.8 ms [2022-01-03 18:59:32 main:574] : INFO : Epoch 1768 | loss: 0.031176 | val_loss: 0.0311967 | Time: 14898.3 ms [2022-01-03 18:59:47 main:574] : INFO : Epoch 1769 | loss: 0.0311753 | val_loss: 0.0311907 | Time: 15170.1 ms [2022-01-03 19:00:02 main:574] : INFO : Epoch 1770 | loss: 0.0311727 | val_loss: 0.0311904 | Time: 14739.1 ms [2022-01-03 19:00:17 main:574] : INFO : Epoch 1771 | loss: 0.0311735 | val_loss: 0.0311913 | Time: 15051.4 ms [2022-01-03 19:00:31 main:574] : INFO : Epoch 1772 | loss: 0.0311721 | val_loss: 0.0311902 | Time: 14337.5 ms [2022-01-03 19:00:46 main:574] : INFO : Epoch 1773 | loss: 0.031172 | val_loss: 0.0311918 | Time: 15077.2 ms [2022-01-03 19:01:02 main:574] : INFO : Epoch 1774 | loss: 0.031172 | val_loss: 0.0311906 | Time: 15064.7 ms [2022-01-03 19:01:17 main:574] : INFO : Epoch 1775 | loss: 0.0311725 | val_loss: 0.0311924 | Time: 15104 ms [2022-01-03 19:01:31 main:574] : INFO : Epoch 1776 | loss: 0.0311732 | val_loss: 0.0311898 | Time: 14539.9 ms [2022-01-03 19:01:47 main:574] : INFO : Epoch 1777 | loss: 0.0311745 | val_loss: 0.0311971 | Time: 15192.3 ms [2022-01-03 19:02:02 main:574] : INFO : Epoch 1778 | loss: 0.0311758 | val_loss: 0.0311937 | Time: 15110.1 ms [2022-01-03 19:02:17 main:574] : INFO : Epoch 1779 | loss: 0.0311737 | val_loss: 0.0311905 | Time: 15038.8 ms [2022-01-03 19:02:32 main:574] : INFO : Epoch 1780 | loss: 0.0311742 | val_loss: 0.0311938 | Time: 15051.6 ms [2022-01-03 19:02:47 main:574] : INFO : Epoch 1781 | loss: 0.0311764 | val_loss: 0.031192 | Time: 15011.4 ms [2022-01-03 19:03:02 main:574] : INFO : Epoch 1782 | loss: 0.0311772 | val_loss: 0.0311901 | Time: 14746 ms [2022-01-03 19:03:17 main:574] : INFO : Epoch 1783 | loss: 0.0311752 | val_loss: 0.0311902 | Time: 15273.2 ms [2022-01-03 19:03:32 main:574] : INFO : Epoch 1784 | loss: 0.0311738 | val_loss: 0.0311885 | Time: 14727.6 ms [2022-01-03 19:03:47 main:574] : INFO : Epoch 1785 | loss: 0.0311723 | val_loss: 0.0311892 | Time: 14963.2 ms [2022-01-03 19:04:02 main:574] : INFO : Epoch 1786 | loss: 0.0311729 | val_loss: 0.0311916 | Time: 14983.3 ms [2022-01-03 19:04:17 main:574] : INFO : Epoch 1787 | loss: 0.0311725 | val_loss: 0.0311912 | Time: 14933.9 ms [2022-01-03 19:04:32 main:574] : INFO : Epoch 1788 | loss: 0.0311731 | val_loss: 0.031193 | Time: 14850.6 ms [2022-01-03 19:04:47 main:574] : INFO : Epoch 1789 | loss: 0.0311726 | val_loss: 0.0311934 | Time: 14982.6 ms [2022-01-03 19:05:03 main:574] : INFO : Epoch 1790 | loss: 0.0311739 | val_loss: 0.0311927 | Time: 16011.3 ms [2022-01-03 19:05:18 main:574] : INFO : Epoch 1791 | loss: 0.0311722 | val_loss: 0.0311911 | Time: 14875.2 ms [2022-01-03 19:05:33 main:574] : INFO : Epoch 1792 | loss: 0.0311722 | val_loss: 0.0311926 | Time: 14760 ms [2022-01-03 19:05:48 main:574] : INFO : Epoch 1793 | loss: 0.0311762 | val_loss: 0.0311917 | Time: 15028.8 ms [2022-01-03 19:06:03 main:574] : INFO : Epoch 1794 | loss: 0.0311772 | val_loss: 0.0311938 | Time: 15031.2 ms [2022-01-03 19:06:18 main:574] : INFO : Epoch 1795 | loss: 0.0311779 | val_loss: 0.0311887 | Time: 15131.4 ms [2022-01-03 19:06:33 main:574] : INFO : Epoch 1796 | loss: 0.0311785 | val_loss: 0.031196 | Time: 14733.2 ms [2022-01-03 19:06:48 main:574] : INFO : Epoch 1797 | loss: 0.0311784 | val_loss: 0.031193 | Time: 15024.7 ms [2022-01-03 19:07:03 main:574] : INFO : Epoch 1798 | loss: 0.031178 | val_loss: 0.0311904 | Time: 14709.4 ms [2022-01-03 19:07:18 main:574] : INFO : Epoch 1799 | loss: 0.0311767 | val_loss: 0.031192 | Time: 15143.1 ms [2022-01-03 19:07:33 main:574] : INFO : Epoch 1800 | loss: 0.031178 | val_loss: 0.0311982 | Time: 14623.1 ms [2022-01-03 19:07:48 main:574] : INFO : Epoch 1801 | loss: 0.0311757 | val_loss: 0.0311936 | Time: 15000.5 ms [2022-01-03 19:08:03 main:574] : INFO : Epoch 1802 | loss: 0.0311731 | val_loss: 0.0311923 | Time: 14951.2 ms [2022-01-03 19:08:18 main:574] : INFO : Epoch 1803 | loss: 0.0311767 | val_loss: 0.0311904 | Time: 15197.2 ms [2022-01-03 19:08:33 main:574] : INFO : Epoch 1804 | loss: 0.0311773 | val_loss: 0.0311947 | Time: 14927.4 ms [2022-01-03 19:08:48 main:574] : INFO : Epoch 1805 | loss: 0.03118 | val_loss: 0.0311902 | Time: 14882.1 ms [2022-01-03 19:09:04 main:574] : INFO : Epoch 1806 | loss: 0.0311794 | val_loss: 0.0311911 | Time: 15467.1 ms [2022-01-03 19:09:19 main:574] : INFO : Epoch 1807 | loss: 0.031182 | val_loss: 0.0311957 | Time: 15094.2 ms [2022-01-03 19:09:34 main:574] : INFO : Epoch 1808 | loss: 0.0311811 | val_loss: 0.0311915 | Time: 15095.6 ms [2022-01-03 19:09:49 main:574] : INFO : Epoch 1809 | loss: 0.0311783 | val_loss: 0.0311902 | Time: 14978 ms [2022-01-03 19:10:04 main:574] : INFO : Epoch 1810 | loss: 0.0311784 | val_loss: 0.0311904 | Time: 15071.9 ms [2022-01-03 19:10:19 main:574] : INFO : Epoch 1811 | loss: 0.0311767 | val_loss: 0.0311906 | Time: 14973.1 ms [2022-01-03 19:10:34 main:574] : INFO : Epoch 1812 | loss: 0.0311771 | val_loss: 0.0311897 | Time: 15026.6 ms [2022-01-03 19:10:49 main:574] : INFO : Epoch 1813 | loss: 0.0311751 | val_loss: 0.0311894 | Time: 14676.2 ms [2022-01-03 19:11:04 main:574] : INFO : Epoch 1814 | loss: 0.031175 | val_loss: 0.0311919 | Time: 15320.1 ms [2022-01-03 19:11:19 main:574] : INFO : Epoch 1815 | loss: 0.0311763 | val_loss: 0.0311927 | Time: 14801 ms [2022-01-03 19:11:34 main:574] : INFO : Epoch 1816 | loss: 0.0311748 | val_loss: 0.0311957 | Time: 14993.6 ms [2022-01-03 19:11:49 main:574] : INFO : Epoch 1817 | loss: 0.0311762 | val_loss: 0.031194 | Time: 14979 ms [2022-01-03 19:12:04 main:574] : INFO : Epoch 1818 | loss: 0.031188 | val_loss: 0.0311907 | Time: 15187.8 ms [2022-01-03 19:12:19 main:574] : INFO : Epoch 1819 | loss: 0.0311847 | val_loss: 0.0311885 | Time: 14728.9 ms [2022-01-03 19:12:34 main:574] : INFO : Epoch 1820 | loss: 0.0311825 | val_loss: 0.0311885 | Time: 14995.3 ms [2022-01-03 19:12:49 main:574] : INFO : Epoch 1821 | loss: 0.0311823 | val_loss: 0.0311893 | Time: 14636.4 ms [2022-01-03 19:13:04 main:574] : INFO : Epoch 1822 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 14929.7 ms [2022-01-03 19:13:19 main:574] : INFO : Epoch 1823 | loss: 0.031181 | val_loss: 0.0311885 | Time: 15122.3 ms [2022-01-03 19:13:34 main:574] : INFO : Epoch 1824 | loss: 0.031179 | val_loss: 0.0311878 | Time: 14874 ms [2022-01-03 19:13:49 main:574] : INFO : Epoch 1825 | loss: 0.0311792 | val_loss: 0.0311875 | Time: 14936.1 ms [2022-01-03 19:14:04 main:574] : INFO : Epoch 1826 | loss: 0.0311782 | val_loss: 0.0311881 | Time: 15115.6 ms [2022-01-03 19:14:19 main:574] : INFO : Epoch 1827 | loss: 0.0311776 | val_loss: 0.0311885 | Time: 15090.1 ms [2022-01-03 19:14:35 main:574] : INFO : Epoch 1828 | loss: 0.0311759 | val_loss: 0.031188 | Time: 15521.2 ms [2022-01-03 19:14:50 main:574] : INFO : Epoch 1829 | loss: 0.0311763 | val_loss: 0.0311899 | Time: 14607.4 ms [2022-01-03 19:15:05 main:574] : INFO : Epoch 1830 | loss: 0.0311768 | val_loss: 0.031192 | Time: 15081.5 ms [2022-01-03 19:15:20 main:574] : INFO : Epoch 1831 | loss: 0.0311765 | val_loss: 0.0311903 | Time: 14833 ms [2022-01-03 19:15:35 main:574] : INFO : Epoch 1832 | loss: 0.0311795 | val_loss: 0.0311895 | Time: 14906.1 ms [2022-01-03 19:15:50 main:574] : INFO : Epoch 1833 | loss: 0.0311776 | val_loss: 0.0311899 | Time: 15036.6 ms [2022-01-03 19:16:05 main:574] : INFO : Epoch 1834 | loss: 0.0311776 | val_loss: 0.0311917 | Time: 15075 ms [2022-01-03 19:16:20 main:574] : INFO : Epoch 1835 | loss: 0.0311759 | val_loss: 0.0311888 | Time: 14960.5 ms [2022-01-03 19:16:35 main:574] : INFO : Epoch 1836 | loss: 0.0311749 | val_loss: 0.031191 | Time: 14995.9 ms [2022-01-03 19:16:50 main:574] : INFO : Epoch 1837 | loss: 0.0311764 | val_loss: 0.0311928 | Time: 14652 ms [2022-01-03 19:17:05 main:574] : INFO : Epoch 1838 | loss: 0.0311754 | val_loss: 0.0311886 | Time: 15034.1 ms [2022-01-03 19:17:20 main:574] : INFO : Epoch 1839 | loss: 0.0311746 | val_loss: 0.0311899 | Time: 14820.4 ms [2022-01-03 19:17:34 main:574] : INFO : Epoch 1840 | loss: 0.0311737 | val_loss: 0.0311891 | Time: 14774.6 ms [2022-01-03 19:17:50 main:574] : INFO : Epoch 1841 | loss: 0.0311732 | val_loss: 0.0311894 | Time: 15227.9 ms [2022-01-03 19:18:05 main:574] : INFO : Epoch 1842 | loss: 0.0311742 | val_loss: 0.0311876 | Time: 15318 ms [2022-01-03 19:18:20 main:574] : INFO : Epoch 1843 | loss: 0.0311742 | val_loss: 0.0311895 | Time: 15389.3 ms [2022-01-03 19:18:36 main:574] : INFO : Epoch 1844 | loss: 0.031174 | val_loss: 0.0311906 | Time: 15233.9 ms [2022-01-03 19:18:50 main:574] : INFO : Epoch 1845 | loss: 0.0311727 | val_loss: 0.0311893 | Time: 14622.2 ms [2022-01-03 19:19:06 main:574] : INFO : Epoch 1846 | loss: 0.0311719 | val_loss: 0.031191 | Time: 15362.7 ms [2022-01-03 19:19:20 main:574] : INFO : Epoch 1847 | loss: 0.0311714 | val_loss: 0.031189 | Time: 14376.5 ms [2022-01-03 19:19:36 main:574] : INFO : Epoch 1848 | loss: 0.0311719 | val_loss: 0.0311909 | Time: 15382.9 ms [2022-01-03 19:19:50 main:574] : INFO : Epoch 1849 | loss: 0.0311722 | val_loss: 0.0311888 | Time: 14535.1 ms [2022-01-03 19:20:06 main:574] : INFO : Epoch 1850 | loss: 0.0311728 | val_loss: 0.0311932 | Time: 15356.4 ms [2022-01-03 19:20:20 main:574] : INFO : Epoch 1851 | loss: 0.0311735 | val_loss: 0.0311974 | Time: 14655.9 ms [2022-01-03 19:20:36 main:574] : INFO : Epoch 1852 | loss: 0.0311786 | val_loss: 0.0311912 | Time: 15349.6 ms [2022-01-03 19:20:51 main:574] : INFO : Epoch 1853 | loss: 0.0311728 | val_loss: 0.0311887 | Time: 14661 ms [2022-01-03 19:21:06 main:574] : INFO : Epoch 1854 | loss: 0.0311709 | val_loss: 0.031189 | Time: 15483.8 ms [2022-01-03 19:21:21 main:574] : INFO : Epoch 1855 | loss: 0.031173 | val_loss: 0.0311886 | Time: 14556.3 ms [2022-01-03 19:21:36 main:574] : INFO : Epoch 1856 | loss: 0.0311702 | val_loss: 0.0311904 | Time: 15098.6 ms [2022-01-03 19:21:51 main:574] : INFO : Epoch 1857 | loss: 0.031171 | val_loss: 0.0311873 | Time: 14630.5 ms [2022-01-03 19:22:06 main:574] : INFO : Epoch 1858 | loss: 0.0311713 | val_loss: 0.0311893 | Time: 15266.1 ms [2022-01-03 19:22:20 main:574] : INFO : Epoch 1859 | loss: 0.0311717 | val_loss: 0.0311855 | Time: 14393 ms [2022-01-03 19:22:35 main:574] : INFO : Epoch 1860 | loss: 0.0311709 | val_loss: 0.0311881 | Time: 15079.9 ms [2022-01-03 19:22:50 main:574] : INFO : Epoch 1861 | loss: 0.0311698 | val_loss: 0.031189 | Time: 14610.4 ms [2022-01-03 19:23:05 main:574] : INFO : Epoch 1862 | loss: 0.0311687 | val_loss: 0.0311892 | Time: 15010 ms [2022-01-03 19:23:20 main:574] : INFO : Epoch 1863 | loss: 0.0311691 | val_loss: 0.031189 | Time: 14859.1 ms [2022-01-03 19:23:35 main:574] : INFO : Epoch 1864 | loss: 0.0311689 | val_loss: 0.0311919 | Time: 14803.7 ms [2022-01-03 19:23:50 main:574] : INFO : Epoch 1865 | loss: 0.0311687 | val_loss: 0.0311892 | Time: 15094.7 ms [2022-01-03 19:24:06 main:574] : INFO : Epoch 1866 | loss: 0.0311692 | val_loss: 0.0311925 | Time: 15389.3 ms [2022-01-03 19:24:20 main:574] : INFO : Epoch 1867 | loss: 0.0311691 | val_loss: 0.0311886 | Time: 14602.7 ms [2022-01-03 19:24:35 main:574] : INFO : Epoch 1868 | loss: 0.0311693 | val_loss: 0.0311903 | Time: 15030.3 ms [2022-01-03 19:24:50 main:574] : INFO : Epoch 1869 | loss: 0.0311678 | val_loss: 0.0311896 | Time: 14682.4 ms [2022-01-03 19:25:05 main:574] : INFO : Epoch 1870 | loss: 0.031167 | val_loss: 0.0311878 | Time: 14592.2 ms [2022-01-03 19:25:20 main:574] : INFO : Epoch 1871 | loss: 0.0311692 | val_loss: 0.0311883 | Time: 15041 ms [2022-01-03 19:25:35 main:574] : INFO : Epoch 1872 | loss: 0.0311691 | val_loss: 0.0311901 | Time: 14907.6 ms [2022-01-03 19:25:50 main:574] : INFO : Epoch 1873 | loss: 0.0311691 | val_loss: 0.031195 | Time: 15093.4 ms [2022-01-03 19:26:05 main:574] : INFO : Epoch 1874 | loss: 0.0311698 | val_loss: 0.0311871 | Time: 14596.4 ms [2022-01-03 19:26:20 main:574] : INFO : Epoch 1875 | loss: 0.03117 | val_loss: 0.0311882 | Time: 14993.7 ms [2022-01-03 19:26:35 main:574] : INFO : Epoch 1876 | loss: 0.0311683 | val_loss: 0.0311891 | Time: 15158.8 ms [2022-01-03 19:26:50 main:574] : INFO : Epoch 1877 | loss: 0.0311694 | val_loss: 0.0311921 | Time: 14801.2 ms [2022-01-03 19:27:04 main:574] : INFO : Epoch 1878 | loss: 0.0311683 | val_loss: 0.0311888 | Time: 14463.8 ms [2022-01-03 19:27:19 main:574] : INFO : Epoch 1879 | loss: 0.0311699 | val_loss: 0.0311892 | Time: 14684.7 ms [2022-01-03 19:27:33 main:574] : INFO : Epoch 1880 | loss: 0.031168 | val_loss: 0.031189 | Time: 14466 ms [2022-01-03 19:27:49 main:574] : INFO : Epoch 1881 | loss: 0.0311671 | val_loss: 0.0311888 | Time: 15480.9 ms [2022-01-03 19:28:04 main:574] : INFO : Epoch 1882 | loss: 0.0311675 | val_loss: 0.0311908 | Time: 14816.6 ms [2022-01-03 19:28:20 main:574] : INFO : Epoch 1883 | loss: 0.0311687 | val_loss: 0.031192 | Time: 15898.4 ms [2022-01-03 19:28:35 main:574] : INFO : Epoch 1884 | loss: 0.0311674 | val_loss: 0.0311894 | Time: 14634.7 ms [2022-01-03 19:28:50 main:574] : INFO : Epoch 1885 | loss: 0.0311683 | val_loss: 0.0311913 | Time: 14950.2 ms [2022-01-03 19:29:05 main:574] : INFO : Epoch 1886 | loss: 0.0311668 | val_loss: 0.0311897 | Time: 15225 ms [2022-01-03 19:29:20 main:574] : INFO : Epoch 1887 | loss: 0.0311661 | val_loss: 0.0311894 | Time: 15272.2 ms [2022-01-03 19:29:35 main:574] : INFO : Epoch 1888 | loss: 0.0311668 | val_loss: 0.0311953 | Time: 14816.3 ms [2022-01-03 19:29:50 main:574] : INFO : Epoch 1889 | loss: 0.0311684 | val_loss: 0.0311939 | Time: 15164.3 ms [2022-01-03 19:30:06 main:574] : INFO : Epoch 1890 | loss: 0.0311692 | val_loss: 0.0311922 | Time: 15067 ms [2022-01-03 19:30:21 main:574] : INFO : Epoch 1891 | loss: 0.0311656 | val_loss: 0.0311899 | Time: 15024.5 ms [2022-01-03 19:30:36 main:574] : INFO : Epoch 1892 | loss: 0.0311673 | val_loss: 0.0311938 | Time: 15022.4 ms [2022-01-03 19:30:51 main:574] : INFO : Epoch 1893 | loss: 0.0311672 | val_loss: 0.0311915 | Time: 14889.4 ms [2022-01-03 19:31:05 main:574] : INFO : Epoch 1894 | loss: 0.0311669 | val_loss: 0.0311913 | Time: 14749 ms [2022-01-03 19:31:21 main:574] : INFO : Epoch 1895 | loss: 0.0311671 | val_loss: 0.0311895 | Time: 15137.6 ms [2022-01-03 19:31:36 main:574] : INFO : Epoch 1896 | loss: 0.0311661 | val_loss: 0.0311924 | Time: 15339.6 ms [2022-01-03 19:31:51 main:574] : INFO : Epoch 1897 | loss: 0.0311663 | val_loss: 0.0311879 | Time: 14702.4 ms [2022-01-03 19:32:06 main:574] : INFO : Epoch 1898 | loss: 0.0311681 | val_loss: 0.0311938 | Time: 14728.6 ms [2022-01-03 19:32:20 main:574] : INFO : Epoch 1899 | loss: 0.0311691 | val_loss: 0.0311902 | Time: 14607.2 ms [2022-01-03 19:32:35 main:574] : INFO : Epoch 1900 | loss: 0.0311692 | val_loss: 0.0311923 | Time: 14780.2 ms [2022-01-03 19:32:50 main:574] : INFO : Epoch 1901 | loss: 0.0311688 | val_loss: 0.0311893 | Time: 15145.3 ms [2022-01-03 19:33:05 main:574] : INFO : Epoch 1902 | loss: 0.031167 | val_loss: 0.03119 | Time: 14902.5 ms [2022-01-03 19:33:20 main:574] : INFO : Epoch 1903 | loss: 0.0311674 | val_loss: 0.0311919 | Time: 15108 ms [2022-01-03 19:33:36 main:574] : INFO : Epoch 1904 | loss: 0.0311685 | val_loss: 0.0311943 | Time: 15061.7 ms [2022-01-03 19:33:51 main:574] : INFO : Epoch 1905 | loss: 0.0311659 | val_loss: 0.0311897 | Time: 15020.2 ms [2022-01-03 19:34:05 main:574] : INFO : Epoch 1906 | loss: 0.0311649 | val_loss: 0.0311911 | Time: 14489.1 ms [2022-01-03 19:34:20 main:574] : INFO : Epoch 1907 | loss: 0.0311655 | val_loss: 0.0311924 | Time: 15071.4 ms [2022-01-03 19:34:35 main:574] : INFO : Epoch 1908 | loss: 0.0311648 | val_loss: 0.0311896 | Time: 14996.8 ms [2022-01-03 19:34:50 main:574] : INFO : Epoch 1909 | loss: 0.0311664 | val_loss: 0.0311928 | Time: 14983.4 ms [2022-01-03 19:35:05 main:574] : INFO : Epoch 1910 | loss: 0.0311661 | val_loss: 0.0311901 | Time: 14528 ms [2022-01-03 19:35:20 main:574] : INFO : Epoch 1911 | loss: 0.0311648 | val_loss: 0.0311948 | Time: 14900.8 ms [2022-01-03 19:35:34 main:574] : INFO : Epoch 1912 | loss: 0.0311649 | val_loss: 0.0311916 | Time: 14404.8 ms [2022-01-03 19:35:50 main:574] : INFO : Epoch 1913 | loss: 0.0311637 | val_loss: 0.0311907 | Time: 15514.4 ms [2022-01-03 19:36:05 main:574] : INFO : Epoch 1914 | loss: 0.0311643 | val_loss: 0.0311898 | Time: 14554.2 ms [2022-01-03 19:36:20 main:574] : INFO : Epoch 1915 | loss: 0.0311654 | val_loss: 0.0311899 | Time: 15420.1 ms [2022-01-03 19:36:35 main:574] : INFO : Epoch 1916 | loss: 0.0311646 | val_loss: 0.0311895 | Time: 14884.8 ms [2022-01-03 19:36:50 main:574] : INFO : Epoch 1917 | loss: 0.0311663 | val_loss: 0.0311922 | Time: 14837.8 ms [2022-01-03 19:37:05 main:574] : INFO : Epoch 1918 | loss: 0.0311675 | val_loss: 0.0311902 | Time: 14808.2 ms [2022-01-03 19:37:20 main:574] : INFO : Epoch 1919 | loss: 0.0311704 | val_loss: 0.0311947 | Time: 14992.3 ms [2022-01-03 19:37:35 main:574] : INFO : Epoch 1920 | loss: 0.0311693 | val_loss: 0.0311951 | Time: 14832.1 ms [2022-01-03 19:37:50 main:574] : INFO : Epoch 1921 | loss: 0.0311693 | val_loss: 0.0311932 | Time: 15148.2 ms [2022-01-03 19:38:05 main:574] : INFO : Epoch 1922 | loss: 0.0311678 | val_loss: 0.0311898 | Time: 14751.2 ms [2022-01-03 19:38:20 main:574] : INFO : Epoch 1923 | loss: 0.0311654 | val_loss: 0.0311896 | Time: 15115.9 ms [2022-01-03 19:38:35 main:574] : INFO : Epoch 1924 | loss: 0.0311659 | val_loss: 0.0311906 | Time: 14572.1 ms [2022-01-03 19:38:50 main:574] : INFO : Epoch 1925 | loss: 0.0311667 | val_loss: 0.0311923 | Time: 15241.2 ms [2022-01-03 19:39:05 main:574] : INFO : Epoch 1926 | loss: 0.0311668 | val_loss: 0.0311877 | Time: 14714.8 ms [2022-01-03 19:39:20 main:574] : INFO : Epoch 1927 | loss: 0.031168 | val_loss: 0.031191 | Time: 15280.7 ms [2022-01-03 19:39:35 main:574] : INFO : Epoch 1928 | loss: 0.0311685 | val_loss: 0.0311917 | Time: 14764.4 ms [2022-01-03 19:39:50 main:574] : INFO : Epoch 1929 | loss: 0.0311661 | val_loss: 0.0311907 | Time: 14958.2 ms [2022-01-03 19:40:05 main:574] : INFO : Epoch 1930 | loss: 0.0311655 | val_loss: 0.0311908 | Time: 14628.9 ms [2022-01-03 19:40:20 main:574] : INFO : Epoch 1931 | loss: 0.0311655 | val_loss: 0.0311904 | Time: 15033.5 ms [2022-01-03 19:40:34 main:574] : INFO : Epoch 1932 | loss: 0.0311646 | val_loss: 0.0311922 | Time: 14680.9 ms [2022-01-03 19:40:50 main:574] : INFO : Epoch 1933 | loss: 0.031164 | val_loss: 0.0311904 | Time: 15315 ms [2022-01-03 19:41:05 main:574] : INFO : Epoch 1934 | loss: 0.0311636 | val_loss: 0.0311908 | Time: 15266 ms [2022-01-03 19:41:20 main:574] : INFO : Epoch 1935 | loss: 0.0311652 | val_loss: 0.0311897 | Time: 15210.3 ms [2022-01-03 19:41:36 main:574] : INFO : Epoch 1936 | loss: 0.0311642 | val_loss: 0.031199 | Time: 14948.7 ms [2022-01-03 19:41:51 main:574] : INFO : Epoch 1937 | loss: 0.0311659 | val_loss: 0.0311921 | Time: 15542.2 ms [2022-01-03 19:42:06 main:574] : INFO : Epoch 1938 | loss: 0.0311664 | val_loss: 0.0311906 | Time: 14971.8 ms [2022-01-03 19:42:21 main:574] : INFO : Epoch 1939 | loss: 0.0311699 | val_loss: 0.0311942 | Time: 15002.8 ms [2022-01-03 19:42:36 main:574] : INFO : Epoch 1940 | loss: 0.0311726 | val_loss: 0.0311912 | Time: 14909.8 ms [2022-01-03 19:42:51 main:574] : INFO : Epoch 1941 | loss: 0.0311731 | val_loss: 0.0311902 | Time: 15129.2 ms [2022-01-03 19:43:06 main:574] : INFO : Epoch 1942 | loss: 0.0311693 | val_loss: 0.0311882 | Time: 14618.2 ms [2022-01-03 19:43:21 main:574] : INFO : Epoch 1943 | loss: 0.0311681 | val_loss: 0.0311905 | Time: 15200.6 ms [2022-01-03 19:43:39 main:574] : INFO : Epoch 1944 | loss: 0.0311667 | val_loss: 0.0311907 | Time: 17281.5 ms [2022-01-03 19:43:54 main:574] : INFO : Epoch 1945 | loss: 0.0311691 | val_loss: 0.0311935 | Time: 14799.6 ms [2022-01-03 19:44:09 main:574] : INFO : Epoch 1946 | loss: 0.0311672 | val_loss: 0.0311902 | Time: 15082.5 ms [2022-01-03 19:44:24 main:574] : INFO : Epoch 1947 | loss: 0.0311713 | val_loss: 0.0311946 | Time: 14763.2 ms [2022-01-03 19:44:39 main:574] : INFO : Epoch 1948 | loss: 0.0311725 | val_loss: 0.0311897 | Time: 15394.1 ms [2022-01-03 19:44:54 main:574] : INFO : Epoch 1949 | loss: 0.0311693 | val_loss: 0.0311909 | Time: 14719.1 ms [2022-01-03 19:45:09 main:574] : INFO : Epoch 1950 | loss: 0.0311697 | val_loss: 0.0311896 | Time: 15399 ms [2022-01-03 19:45:25 main:574] : INFO : Epoch 1951 | loss: 0.0311698 | val_loss: 0.0311895 | Time: 15310 ms [2022-01-03 19:45:42 main:574] : INFO : Epoch 1952 | loss: 0.0311671 | val_loss: 0.0311899 | Time: 17588.9 ms [2022-01-03 19:45:57 main:574] : INFO : Epoch 1953 | loss: 0.0311701 | val_loss: 0.0311867 | Time: 14978 ms [2022-01-03 19:46:12 main:574] : INFO : Epoch 1954 | loss: 0.0311688 | val_loss: 0.0311869 | Time: 15012.5 ms [2022-01-03 19:46:27 main:574] : INFO : Epoch 1955 | loss: 0.0311693 | val_loss: 0.0311893 | Time: 15062.6 ms [2022-01-03 19:46:42 main:574] : INFO : Epoch 1956 | loss: 0.0311673 | val_loss: 0.0311906 | Time: 14792.9 ms [2022-01-03 19:46:57 main:574] : INFO : Epoch 1957 | loss: 0.0311697 | val_loss: 0.0311893 | Time: 14842 ms [2022-01-03 19:47:12 main:574] : INFO : Epoch 1958 | loss: 0.0311677 | val_loss: 0.0311874 | Time: 14898.1 ms [2022-01-03 19:47:27 main:574] : INFO : Epoch 1959 | loss: 0.0311657 | val_loss: 0.0311909 | Time: 14972.4 ms [2022-01-03 19:47:42 main:574] : INFO : Epoch 1960 | loss: 0.0311657 | val_loss: 0.0311891 | Time: 15082.9 ms [2022-01-03 19:47:58 main:574] : INFO : Epoch 1961 | loss: 0.0311658 | val_loss: 0.031188 | Time: 15134 ms [2022-01-03 19:48:13 main:574] : INFO : Epoch 1962 | loss: 0.0311677 | val_loss: 0.0311943 | Time: 14995.3 ms [2022-01-03 19:48:27 main:574] : INFO : Epoch 1963 | loss: 0.031168 | val_loss: 0.0311923 | Time: 14823.2 ms [2022-01-03 19:48:43 main:574] : INFO : Epoch 1964 | loss: 0.0311697 | val_loss: 0.0311915 | Time: 15079.9 ms [2022-01-03 19:48:57 main:574] : INFO : Epoch 1965 | loss: 0.031172 | val_loss: 0.03119 | Time: 14835.4 ms [2022-01-03 19:49:13 main:574] : INFO : Epoch 1966 | loss: 0.0311703 | val_loss: 0.03119 | Time: 15005.9 ms [2022-01-03 19:49:28 main:574] : INFO : Epoch 1967 | loss: 0.03117 | val_loss: 0.0311931 | Time: 14935.4 ms [2022-01-03 19:49:42 main:574] : INFO : Epoch 1968 | loss: 0.0311725 | val_loss: 0.0311942 | Time: 14892.1 ms [2022-01-03 19:49:57 main:574] : INFO : Epoch 1969 | loss: 0.0311758 | val_loss: 0.0311876 | Time: 14667.5 ms [2022-01-03 19:50:12 main:574] : INFO : Epoch 1970 | loss: 0.0311723 | val_loss: 0.0311913 | Time: 15040.1 ms [2022-01-03 19:50:27 main:574] : INFO : Epoch 1971 | loss: 0.0311722 | val_loss: 0.0311906 | Time: 14881.5 ms [2022-01-03 19:50:42 main:574] : INFO : Epoch 1972 | loss: 0.03117 | val_loss: 0.0311918 | Time: 14927.6 ms [2022-01-03 19:50:57 main:574] : INFO : Epoch 1973 | loss: 0.0311682 | val_loss: 0.0311876 | Time: 14768.5 ms [2022-01-03 19:51:12 main:574] : INFO : Epoch 1974 | loss: 0.0311671 | val_loss: 0.0311906 | Time: 15034.2 ms [2022-01-03 19:51:27 main:574] : INFO : Epoch 1975 | loss: 0.0311698 | val_loss: 0.0311892 | Time: 14684.1 ms [2022-01-03 19:51:42 main:574] : INFO : Epoch 1976 | loss: 0.0311706 | val_loss: 0.0311895 | Time: 15139.5 ms [2022-01-03 19:51:57 main:574] : INFO : Epoch 1977 | loss: 0.0311712 | val_loss: 0.0311931 | Time: 14790.6 ms [2022-01-03 19:52:12 main:574] : INFO : Epoch 1978 | loss: 0.031172 | val_loss: 0.0311914 | Time: 15264 ms [2022-01-03 19:52:27 main:574] : INFO : Epoch 1979 | loss: 0.0311696 | val_loss: 0.0311891 | Time: 14591.1 ms [2022-01-03 19:52:42 main:574] : INFO : Epoch 1980 | loss: 0.0311689 | val_loss: 0.0311899 | Time: 15046.2 ms [2022-01-03 19:52:57 main:574] : INFO : Epoch 1981 | loss: 0.0311669 | val_loss: 0.0311874 | Time: 14833.5 ms [2022-01-03 19:53:12 main:574] : INFO : Epoch 1982 | loss: 0.0311652 | val_loss: 0.0311903 | Time: 15260.1 ms [2022-01-03 19:53:27 main:574] : INFO : Epoch 1983 | loss: 0.031165 | val_loss: 0.0311898 | Time: 14759.4 ms [2022-01-03 19:53:42 main:574] : INFO : Epoch 1984 | loss: 0.0311658 | val_loss: 0.0311912 | Time: 15061.4 ms [2022-01-03 19:53:57 main:574] : INFO : Epoch 1985 | loss: 0.0311658 | val_loss: 0.0311882 | Time: 14760 ms [2022-01-03 19:54:12 main:574] : INFO : Epoch 1986 | loss: 0.031169 | val_loss: 0.031214 | Time: 15254.1 ms [2022-01-03 19:54:27 main:574] : INFO : Epoch 1987 | loss: 0.0318179 | val_loss: 0.0317012 | Time: 14655.2 ms [2022-01-03 19:54:42 main:574] : INFO : Epoch 1988 | loss: 0.0371293 | val_loss: 0.0340398 | Time: 15254.3 ms [2022-01-03 19:54:57 main:574] : INFO : Epoch 1989 | loss: 0.0333906 | val_loss: 0.0319475 | Time: 14981.6 ms [2022-01-03 19:55:13 main:574] : INFO : Epoch 1990 | loss: 0.0315811 | val_loss: 0.031367 | Time: 15072.1 ms [2022-01-03 19:55:27 main:574] : INFO : Epoch 1991 | loss: 0.0312934 | val_loss: 0.0312602 | Time: 14761.8 ms [2022-01-03 19:55:43 main:574] : INFO : Epoch 1992 | loss: 0.0312438 | val_loss: 0.0312351 | Time: 15169.6 ms [2022-01-03 19:55:57 main:574] : INFO : Epoch 1993 | loss: 0.031228 | val_loss: 0.0312308 | Time: 14841.5 ms [2022-01-03 19:56:12 main:574] : INFO : Epoch 1994 | loss: 0.0312217 | val_loss: 0.0312226 | Time: 14978.5 ms [2022-01-03 19:56:27 main:574] : INFO : Epoch 1995 | loss: 0.0312158 | val_loss: 0.0312165 | Time: 14786.8 ms [2022-01-03 19:56:42 main:574] : INFO : Epoch 1996 | loss: 0.031212 | val_loss: 0.0312124 | Time: 14973.3 ms [2022-01-03 19:56:58 main:574] : INFO : Epoch 1997 | loss: 0.0312077 | val_loss: 0.0312087 | Time: 15147.7 ms [2022-01-03 19:57:12 main:574] : INFO : Epoch 1998 | loss: 0.0312047 | val_loss: 0.0312062 | Time: 14652.6 ms [2022-01-03 19:57:27 main:574] : INFO : Epoch 1999 | loss: 0.0312025 | val_loss: 0.0312061 | Time: 14677.8 ms [2022-01-03 19:57:42 main:574] : INFO : Epoch 2000 | loss: 0.0312005 | val_loss: 0.0312032 | Time: 15365.1 ms [2022-01-03 19:57:57 main:574] : INFO : Epoch 2001 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 14840.8 ms [2022-01-03 19:58:13 main:574] : INFO : Epoch 2002 | loss: 0.0311992 | val_loss: 0.0312006 | Time: 15462.3 ms [2022-01-03 19:58:28 main:574] : INFO : Epoch 2003 | loss: 0.0311976 | val_loss: 0.0312013 | Time: 14941 ms [2022-01-03 19:58:43 main:574] : INFO : Epoch 2004 | loss: 0.0311968 | val_loss: 0.0311983 | Time: 14949.6 ms [2022-01-03 19:58:58 main:574] : INFO : Epoch 2005 | loss: 0.0311957 | val_loss: 0.0311975 | Time: 14758.7 ms [2022-01-03 19:59:13 main:574] : INFO : Epoch 2006 | loss: 0.0311974 | val_loss: 0.0311982 | Time: 15097.4 ms [2022-01-03 19:59:28 main:574] : INFO : Epoch 2007 | loss: 0.0311939 | val_loss: 0.0311987 | Time: 14842.2 ms [2022-01-03 19:59:43 main:574] : INFO : Epoch 2008 | loss: 0.0311937 | val_loss: 0.0311978 | Time: 15011.7 ms [2022-01-03 19:59:58 main:574] : INFO : Epoch 2009 | loss: 0.0311942 | val_loss: 0.0312021 | Time: 14713 ms [2022-01-03 20:00:13 main:574] : INFO : Epoch 2010 | loss: 0.0311934 | val_loss: 0.0311955 | Time: 15120.2 ms [2022-01-03 20:00:28 main:574] : INFO : Epoch 2011 | loss: 0.0311913 | val_loss: 0.0311955 | Time: 15002.7 ms [2022-01-03 20:00:43 main:574] : INFO : Epoch 2012 | loss: 0.0311926 | val_loss: 0.0312002 | Time: 15045.7 ms [2022-01-03 20:00:58 main:574] : INFO : Epoch 2013 | loss: 0.0311922 | val_loss: 0.0311958 | Time: 14797.4 ms [2022-01-03 20:01:13 main:574] : INFO : Epoch 2014 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 15040.5 ms [2022-01-03 20:01:28 main:574] : INFO : Epoch 2015 | loss: 0.0311923 | val_loss: 0.0311954 | Time: 14800 ms [2022-01-03 20:01:43 main:574] : INFO : Epoch 2016 | loss: 0.0311915 | val_loss: 0.0311942 | Time: 15293.1 ms [2022-01-03 20:01:58 main:574] : INFO : Epoch 2017 | loss: 0.0311907 | val_loss: 0.0311958 | Time: 14791.6 ms [2022-01-03 20:02:13 main:574] : INFO : Epoch 2018 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 14925.9 ms [2022-01-03 20:02:28 main:574] : INFO : Epoch 2019 | loss: 0.0311888 | val_loss: 0.0311939 | Time: 14925.8 ms [2022-01-03 20:02:43 main:574] : INFO : Epoch 2020 | loss: 0.0311886 | val_loss: 0.0311941 | Time: 15236.5 ms [2022-01-03 20:02:58 main:574] : INFO : Epoch 2021 | loss: 0.0311894 | val_loss: 0.0311937 | Time: 14634 ms [2022-01-03 20:03:13 main:574] : INFO : Epoch 2022 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 15306.6 ms [2022-01-03 20:03:28 main:574] : INFO : Epoch 2023 | loss: 0.0311887 | val_loss: 0.0311971 | Time: 14620.5 ms [2022-01-03 20:03:43 main:574] : INFO : Epoch 2024 | loss: 0.0311875 | val_loss: 0.0311927 | Time: 14899.5 ms [2022-01-03 20:03:58 main:574] : INFO : Epoch 2025 | loss: 0.0311874 | val_loss: 0.0311927 | Time: 14658.7 ms [2022-01-03 20:04:13 main:574] : INFO : Epoch 2026 | loss: 0.0311888 | val_loss: 0.0311926 | Time: 15471.1 ms [2022-01-03 20:04:28 main:574] : INFO : Epoch 2027 | loss: 0.0311938 | val_loss: 0.0311988 | Time: 14743.1 ms [2022-01-03 20:04:43 main:574] : INFO : Epoch 2028 | loss: 0.0311886 | val_loss: 0.0311926 | Time: 15308.8 ms [2022-01-03 20:04:58 main:574] : INFO : Epoch 2029 | loss: 0.0311864 | val_loss: 0.0311932 | Time: 14709.8 ms [2022-01-03 20:05:13 main:574] : INFO : Epoch 2030 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 15101.2 ms [2022-01-03 20:05:28 main:574] : INFO : Epoch 2031 | loss: 0.0311864 | val_loss: 0.0311929 | Time: 14873.4 ms [2022-01-03 20:05:43 main:574] : INFO : Epoch 2032 | loss: 0.0311858 | val_loss: 0.0311927 | Time: 15185.8 ms [2022-01-03 20:05:58 main:574] : INFO : Epoch 2033 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 14771.8 ms [2022-01-03 20:06:14 main:574] : INFO : Epoch 2034 | loss: 0.0311861 | val_loss: 0.0311928 | Time: 15148.6 ms [2022-01-03 20:06:28 main:574] : INFO : Epoch 2035 | loss: 0.0311855 | val_loss: 0.0311948 | Time: 14757.8 ms [2022-01-03 20:06:44 main:574] : INFO : Epoch 2036 | loss: 0.0311877 | val_loss: 0.0311931 | Time: 15119.2 ms [2022-01-03 20:06:59 main:574] : INFO : Epoch 2037 | loss: 0.0311871 | val_loss: 0.0311921 | Time: 14927.8 ms [2022-01-03 20:07:13 main:574] : INFO : Epoch 2038 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 14820 ms [2022-01-03 20:07:28 main:574] : INFO : Epoch 2039 | loss: 0.031185 | val_loss: 0.0311924 | Time: 14674.5 ms [2022-01-03 20:07:43 main:574] : INFO : Epoch 2040 | loss: 0.0311849 | val_loss: 0.031193 | Time: 15204.8 ms [2022-01-03 20:07:58 main:574] : INFO : Epoch 2041 | loss: 0.0311845 | val_loss: 0.0311931 | Time: 14816.1 ms [2022-01-03 20:08:14 main:574] : INFO : Epoch 2042 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 15343.5 ms [2022-01-03 20:08:29 main:574] : INFO : Epoch 2043 | loss: 0.0311848 | val_loss: 0.031192 | Time: 14832.2 ms [2022-01-03 20:08:44 main:574] : INFO : Epoch 2044 | loss: 0.0311858 | val_loss: 0.0311971 | Time: 15314.7 ms [2022-01-03 20:08:59 main:574] : INFO : Epoch 2045 | loss: 0.0311881 | val_loss: 0.0312004 | Time: 14956.8 ms [2022-01-03 20:09:14 main:574] : INFO : Epoch 2046 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 15164.9 ms [2022-01-03 20:09:29 main:574] : INFO : Epoch 2047 | loss: 0.0311863 | val_loss: 0.0311961 | Time: 14903.1 ms [2022-01-03 20:09:44 main:574] : INFO : Epoch 2048 | loss: 0.031184 | val_loss: 0.0311922 | Time: 14983.2 ms [2022-01-03 20:09:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311922 [2022-01-03 20:09:44 main:603] : INFO : Saving end state to config to file [2022-01-03 20:09:44 main:608] : INFO : Success, exiting.. 20:09:44 (15448): 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)