Task 5142332
| Name | ParityMachine-1619232630-21735-1_0 |
| Workunit | 3088829 |
| Created | 4 May 2021, 0:51:31 UTC |
| Sent | 11 May 2021, 16:27:29 UTC |
| Report deadline | 18 May 2021, 16:27:29 UTC |
| Received | 12 May 2021, 10:54:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 6 hours 44 min 33 sec |
| CPU time | 6 hours 42 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,398.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.65 GB |
| Peak swap size | 2.75 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | val_loss: 0.0312375 | Time: 11432.5 ms [2021-05-12 03:14:49 main:574] : INFO : Epoch 1542 | loss: 0.0312357 | val_loss: 0.031238 | Time: 11591 ms [2021-05-12 03:15:00 main:574] : INFO : Epoch 1543 | loss: 0.0312355 | val_loss: 0.0312375 | Time: 11364 ms [2021-05-12 03:15:12 main:574] : INFO : Epoch 1544 | loss: 0.0312375 | val_loss: 0.0312428 | Time: 11479.6 ms [2021-05-12 03:15:24 main:574] : INFO : Epoch 1545 | loss: 0.031243 | val_loss: 0.0312474 | Time: 11693.1 ms [2021-05-12 03:15:35 main:574] : INFO : Epoch 1546 | loss: 0.0312438 | val_loss: 0.0312458 | Time: 11327.6 ms [2021-05-12 03:15:47 main:574] : INFO : Epoch 1547 | loss: 0.0312435 | val_loss: 0.031246 | Time: 11540.6 ms [2021-05-12 03:15:58 main:574] : INFO : Epoch 1548 | loss: 0.0312433 | val_loss: 0.031245 | Time: 11696.8 ms [2021-05-12 03:16:10 main:574] : INFO : Epoch 1549 | loss: 0.031243 | val_loss: 0.0312446 | Time: 11400.2 ms [2021-05-12 03:16:21 main:574] : INFO : Epoch 1550 | loss: 0.0312435 | val_loss: 0.0312455 | Time: 11541.8 ms [2021-05-12 03:16:32 main:574] : INFO : Epoch 1551 | loss: 0.0312431 | val_loss: 0.0312449 | Time: 11200.5 ms [2021-05-12 03:16:44 main:574] : INFO : Epoch 1552 | loss: 0.0312436 | val_loss: 0.0312445 | Time: 11563.8 ms [2021-05-12 03:16:56 main:574] : INFO : Epoch 1553 | loss: 0.0312427 | val_loss: 0.0312445 | Time: 11887.5 ms [2021-05-12 03:17:07 main:574] : INFO : Epoch 1554 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 11294.8 ms [2021-05-12 03:17:19 main:574] : INFO : Epoch 1555 | loss: 0.0312424 | val_loss: 0.0312443 | Time: 11654.3 ms [2021-05-12 03:17:31 main:574] : INFO : Epoch 1556 | loss: 0.0312427 | val_loss: 0.0312451 | Time: 11597.8 ms [2021-05-12 03:17:42 main:574] : INFO : Epoch 1557 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 11338.9 ms [2021-05-12 03:17:54 main:574] : INFO : Epoch 1558 | loss: 0.0312418 | val_loss: 0.031243 | Time: 11702.4 ms [2021-05-12 03:18:05 main:574] : INFO : Epoch 1559 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 11459.9 ms [2021-05-12 03:18:17 main:574] : INFO : Epoch 1560 | loss: 0.0312414 | val_loss: 0.0312426 | Time: 11447 ms [2021-05-12 03:18:28 main:574] : INFO : Epoch 1561 | loss: 0.0312413 | val_loss: 0.0312426 | Time: 11413.2 ms [2021-05-12 03:18:40 main:574] : INFO : Epoch 1562 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 11381.4 ms [2021-05-12 03:18:51 main:574] : INFO : Epoch 1563 | loss: 0.0312414 | val_loss: 0.0312427 | Time: 11738.8 ms [2021-05-12 03:19:03 main:574] : INFO : Epoch 1564 | loss: 0.0312413 | val_loss: 0.031243 | Time: 11310.8 ms [2021-05-12 03:19:14 main:574] : INFO : Epoch 1565 | loss: 0.031241 | val_loss: 0.0312426 | Time: 11578.4 ms [2021-05-12 03:19:26 main:574] : INFO : Epoch 1566 | loss: 0.0312414 | val_loss: 0.0312431 | Time: 11534.9 ms [2021-05-12 03:19:37 main:574] : INFO : Epoch 1567 | loss: 0.0312413 | val_loss: 0.0312425 | Time: 11287.7 ms [2021-05-12 03:19:49 main:574] : INFO : Epoch 1568 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 11573.8 ms [2021-05-12 03:20:00 main:574] : INFO : Epoch 1569 | loss: 0.0312413 | val_loss: 0.0312419 | Time: 11346.4 ms [2021-05-12 03:20:11 main:574] : INFO : Epoch 1570 | loss: 0.0312406 | val_loss: 0.0312422 | Time: 11454.2 ms [2021-05-12 03:20:23 main:574] : INFO : Epoch 1571 | loss: 0.0312412 | val_loss: 0.0312423 | Time: 11379 ms [2021-05-12 03:20:34 main:574] : INFO : Epoch 1572 | loss: 0.0312405 | val_loss: 0.0312418 | Time: 11334.2 ms [2021-05-12 03:20:46 main:574] : INFO : Epoch 1573 | loss: 0.0312409 | val_loss: 0.0312432 | Time: 11603.8 ms [2021-05-12 03:20:57 main:574] : INFO : Epoch 1574 | loss: 0.0312409 | val_loss: 0.0312425 | Time: 11238 ms [2021-05-12 03:21:09 main:574] : INFO : Epoch 1575 | loss: 0.0312413 | val_loss: 0.0312435 | Time: 11566 ms [2021-05-12 03:21:20 main:574] : INFO : Epoch 1576 | loss: 0.0312412 | val_loss: 0.0312428 | Time: 11400.3 ms [2021-05-12 03:21:32 main:574] : INFO : Epoch 1577 | loss: 0.0312412 | val_loss: 0.0312426 | Time: 11515.6 ms [2021-05-12 03:21:43 main:574] : INFO : Epoch 1578 | loss: 0.0312408 | val_loss: 0.031242 | Time: 11585 ms [2021-05-12 03:21:55 main:574] : INFO : Epoch 1579 | loss: 0.0312404 | val_loss: 0.031242 | Time: 11344 ms [2021-05-12 03:22:06 main:574] : INFO : Epoch 1580 | loss: 0.0312409 | val_loss: 0.0312437 | Time: 11686.1 ms [2021-05-12 03:22:18 main:574] : INFO : Epoch 1581 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 11352.4 ms [2021-05-12 03:22:29 main:574] : INFO : Epoch 1582 | loss: 0.0312409 | val_loss: 0.0312426 | Time: 11314.4 ms [2021-05-12 03:22:41 main:574] : INFO : Epoch 1583 | loss: 0.0312413 | val_loss: 0.0312426 | Time: 11879.4 ms [2021-05-12 03:22:52 main:574] : INFO : Epoch 1584 | loss: 0.0312409 | val_loss: 0.0312418 | Time: 11532 ms [2021-05-12 03:23:04 main:574] : INFO : Epoch 1585 | loss: 0.0312402 | val_loss: 0.0312417 | Time: 11505.1 ms [2021-05-12 03:23:16 main:574] : INFO : Epoch 1586 | loss: 0.0312422 | val_loss: 0.0312481 | Time: 11448.3 ms [2021-05-12 03:23:27 main:574] : INFO : Epoch 1587 | loss: 0.0312419 | val_loss: 0.0312423 | Time: 11345.3 ms [2021-05-12 03:23:39 main:574] : INFO : Epoch 1588 | loss: 0.031241 | val_loss: 0.0312419 | Time: 11688.4 ms [2021-05-12 03:23:50 main:574] : INFO : Epoch 1589 | loss: 0.0312401 | val_loss: 0.0312415 | Time: 11240.7 ms [2021-05-12 03:24:01 main:574] : INFO : Epoch 1590 | loss: 0.03124 | val_loss: 0.0312414 | Time: 11585.4 ms [2021-05-12 03:24:13 main:574] : INFO : Epoch 1591 | loss: 0.0312397 | val_loss: 0.0312413 | Time: 11521 ms [2021-05-12 03:24:25 main:574] : INFO : Epoch 1592 | loss: 0.0312403 | val_loss: 0.0312419 | Time: 11732.7 ms [2021-05-12 03:24:37 main:574] : INFO : Epoch 1593 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 12194.5 ms [2021-05-12 03:24:49 main:574] : INFO : Epoch 1594 | loss: 0.0312405 | val_loss: 0.0312433 | Time: 11812 ms [2021-05-12 03:25:00 main:574] : INFO : Epoch 1595 | loss: 0.031241 | val_loss: 0.0312417 | Time: 11401.1 ms [2021-05-12 03:25:12 main:574] : INFO : Epoch 1596 | loss: 0.0312398 | val_loss: 0.0312412 | Time: 11413.6 ms [2021-05-12 03:25:23 main:574] : INFO : Epoch 1597 | loss: 0.0312411 | val_loss: 0.0312414 | Time: 11640.3 ms [2021-05-12 03:25:35 main:574] : INFO : Epoch 1598 | loss: 0.0312399 | val_loss: 0.0312426 | Time: 11428.3 ms [2021-05-12 03:25:46 main:574] : INFO : Epoch 1599 | loss: 0.0312402 | val_loss: 0.0312423 | Time: 11524.1 ms [2021-05-12 03:25:57 main:574] : INFO : Epoch 1600 | loss: 0.0312401 | val_loss: 0.0312433 | Time: 11330 ms [2021-05-12 03:26:09 main:574] : INFO : Epoch 1601 | loss: 0.0312402 | val_loss: 0.0312415 | Time: 11598.7 ms [2021-05-12 03:26:21 main:574] : INFO : Epoch 1602 | loss: 0.0312398 | val_loss: 0.0312408 | Time: 11556.8 ms [2021-05-12 03:26:32 main:574] : INFO : Epoch 1603 | loss: 0.0312398 | val_loss: 0.0312431 | Time: 11328.1 ms [2021-05-12 03:26:44 main:574] : INFO : Epoch 1604 | loss: 0.0312409 | val_loss: 0.0312424 | Time: 11735 ms [2021-05-12 03:26:56 main:574] : INFO : Epoch 1605 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 11839 ms [2021-05-12 03:27:07 main:574] : INFO : Epoch 1606 | loss: 0.0312408 | val_loss: 0.0312427 | Time: 11281.3 ms [2021-05-12 03:27:19 main:574] : INFO : Epoch 1607 | loss: 0.0312408 | val_loss: 0.0312418 | Time: 12086.8 ms [2021-05-12 03:27:31 main:574] : INFO : Epoch 1608 | loss: 0.031241 | val_loss: 0.0312415 | Time: 11707.2 ms [2021-05-12 03:27:42 main:574] : INFO : Epoch 1609 | loss: 0.0312437 | val_loss: 0.0312455 | Time: 11246.4 ms [2021-05-12 03:27:54 main:574] : INFO : Epoch 1610 | loss: 0.0312422 | val_loss: 0.0312423 | Time: 11542.4 ms [2021-05-12 03:28:05 main:574] : INFO : Epoch 1611 | loss: 0.0312407 | val_loss: 0.031242 | Time: 11393.4 ms [2021-05-12 03:28:17 main:574] : INFO : Epoch 1612 | loss: 0.0312398 | val_loss: 0.0312428 | Time: 11474.4 ms [2021-05-12 03:28:28 main:574] : INFO : Epoch 1613 | loss: 0.0312407 | val_loss: 0.0312424 | Time: 11393.6 ms [2021-05-12 03:28:39 main:574] : INFO : Epoch 1614 | loss: 0.0312399 | val_loss: 0.0312422 | Time: 11354.5 ms [2021-05-12 03:28:51 main:574] : INFO : Epoch 1615 | loss: 0.0312398 | val_loss: 0.0312418 | Time: 11789.5 ms [2021-05-12 03:29:03 main:574] : INFO : Epoch 1616 | loss: 0.0312397 | val_loss: 0.0312414 | Time: 11572 ms [2021-05-12 03:29:14 main:574] : INFO : Epoch 1617 | loss: 0.0312389 | val_loss: 0.0312402 | Time: 11397 ms [2021-05-12 03:29:26 main:574] : INFO : Epoch 1618 | loss: 0.0312373 | val_loss: 0.0312396 | Time: 11638.2 ms [2021-05-12 03:29:37 main:574] : INFO : Epoch 1619 | loss: 0.0312371 | val_loss: 0.031243 | Time: 11227 ms [2021-05-12 03:29:49 main:574] : INFO : Epoch 1620 | loss: 0.0312374 | val_loss: 0.0312431 | Time: 11592.4 ms [2021-05-12 03:30:00 main:574] : INFO : Epoch 1621 | loss: 0.0312378 | val_loss: 0.0312403 | Time: 11291.1 ms [2021-05-12 03:30:11 main:574] : INFO : Epoch 1622 | loss: 0.0312366 | val_loss: 0.0312393 | Time: 11575.9 ms [2021-05-12 03:30:23 main:574] : INFO : Epoch 1623 | loss: 0.031236 | val_loss: 0.0312395 | Time: 11667.4 ms [2021-05-12 03:30:34 main:574] : INFO : Epoch 1624 | loss: 0.0312365 | val_loss: 0.03124 | Time: 11215.4 ms [2021-05-12 03:30:46 main:574] : INFO : Epoch 1625 | loss: 0.0312365 | val_loss: 0.0312398 | Time: 11973.2 ms [2021-05-12 03:30:58 main:574] : INFO : Epoch 1626 | loss: 0.0312365 | val_loss: 0.0312394 | Time: 11645.6 ms [2021-05-12 03:31:09 main:574] : INFO : Epoch 1627 | loss: 0.0312362 | val_loss: 0.0312399 | Time: 11286.7 ms [2021-05-12 03:31:21 main:574] : INFO : Epoch 1628 | loss: 0.0312365 | val_loss: 0.0312395 | Time: 11624.8 ms [2021-05-12 03:31:33 main:574] : INFO : Epoch 1629 | loss: 0.0312358 | val_loss: 0.031239 | Time: 11558.5 ms [2021-05-12 03:31:44 main:574] : INFO : Epoch 1630 | loss: 0.0312364 | val_loss: 0.0312406 | Time: 11642.5 ms [2021-05-12 03:31:56 main:574] : INFO : Epoch 1631 | loss: 0.0312378 | val_loss: 0.0312393 | Time: 11598.5 ms [2021-05-12 03:32:07 main:574] : INFO : Epoch 1632 | loss: 0.0312372 | val_loss: 0.0312393 | Time: 11206 ms [2021-05-12 03:32:19 main:574] : INFO : Epoch 1633 | loss: 0.0312355 | val_loss: 0.0312385 | Time: 11592.8 ms [2021-05-12 03:32:30 main:574] : INFO : Epoch 1634 | loss: 0.031235 | val_loss: 0.0312392 | Time: 11399 ms [2021-05-12 03:32:42 main:574] : INFO : Epoch 1635 | loss: 0.0312366 | val_loss: 0.0312441 | Time: 11442.9 ms [2021-05-12 03:32:53 main:574] : INFO : Epoch 1636 | loss: 0.0312358 | val_loss: 0.031239 | Time: 11831 ms [2021-05-12 03:33:05 main:574] : INFO : Epoch 1637 | loss: 0.0312357 | val_loss: 0.0312393 | Time: 11406.9 ms [2021-05-12 03:33:16 main:574] : INFO : Epoch 1638 | loss: 0.0312353 | val_loss: 0.0312402 | Time: 11515.2 ms [2021-05-12 03:33:28 main:574] : INFO : Epoch 1639 | loss: 0.031235 | val_loss: 0.0312407 | Time: 11496.3 ms [2021-05-12 03:33:39 main:574] : INFO : Epoch 1640 | loss: 0.0312354 | val_loss: 0.0312399 | Time: 11369.9 ms [2021-05-12 03:33:51 main:574] : INFO : Epoch 1641 | loss: 0.031237 | val_loss: 0.0312393 | Time: 11550.1 ms [2021-05-12 03:34:02 main:574] : INFO : Epoch 1642 | loss: 0.0312365 | val_loss: 0.0312423 | Time: 11383.7 ms [2021-05-12 03:34:14 main:574] : INFO : Epoch 1643 | loss: 0.0312366 | val_loss: 0.0312393 | Time: 11471.2 ms [2021-05-12 03:34:25 main:574] : INFO : Epoch 1644 | loss: 0.0312359 | val_loss: 0.03124 | Time: 11518.3 ms [2021-05-12 03:34:37 main:574] : INFO : Epoch 1645 | loss: 0.0312357 | val_loss: 0.0312401 | Time: 11274.1 ms [2021-05-12 03:34:48 main:574] : INFO : Epoch 1646 | loss: 0.031236 | val_loss: 0.03124 | Time: 11721.5 ms [2021-05-12 03:35:00 main:574] : INFO : Epoch 1647 | loss: 0.0312376 | val_loss: 0.0312434 | Time: 11418.3 ms [2021-05-12 03:35:11 main:574] : INFO : Epoch 1648 | loss: 0.0312372 | val_loss: 0.0312385 | Time: 11540.4 ms [2021-05-12 03:35:23 main:574] : INFO : Epoch 1649 | loss: 0.0312367 | val_loss: 0.0312399 | Time: 11362.1 ms [2021-05-12 03:35:34 main:574] : INFO : Epoch 1650 | loss: 0.0312395 | val_loss: 0.0312449 | Time: 11473.8 ms [2021-05-12 03:35:46 main:574] : INFO : Epoch 1651 | loss: 0.0312401 | val_loss: 0.0312448 | Time: 11725.6 ms [2021-05-12 03:35:57 main:574] : INFO : Epoch 1652 | loss: 0.0312402 | val_loss: 0.0312437 | Time: 11361.7 ms [2021-05-12 03:36:09 main:574] : INFO : Epoch 1653 | loss: 0.0312407 | val_loss: 0.0312471 | Time: 11473.8 ms [2021-05-12 03:36:20 main:574] : INFO : Epoch 1654 | loss: 0.0312397 | val_loss: 0.0312425 | Time: 11454 ms [2021-05-12 03:36:32 main:574] : INFO : Epoch 1655 | loss: 0.0312387 | val_loss: 0.0312437 | Time: 11448.9 ms [2021-05-12 03:36:43 main:574] : INFO : Epoch 1656 | loss: 0.0312386 | val_loss: 0.0312421 | Time: 11625.3 ms [2021-05-12 03:36:55 main:574] : INFO : Epoch 1657 | loss: 0.0312378 | val_loss: 0.0312423 | Time: 11405.4 ms [2021-05-12 03:37:07 main:574] : INFO : Epoch 1658 | loss: 0.0312391 | val_loss: 0.0312414 | Time: 11779.5 ms [2021-05-12 03:37:18 main:574] : INFO : Epoch 1659 | loss: 0.0312388 | val_loss: 0.0312407 | Time: 11629.3 ms [2021-05-12 03:37:30 main:574] : INFO : Epoch 1660 | loss: 0.0312371 | val_loss: 0.0312398 | Time: 11262.9 ms [2021-05-12 03:37:41 main:574] : INFO : Epoch 1661 | loss: 0.0312365 | val_loss: 0.0312459 | Time: 11708.4 ms [2021-05-12 03:37:53 main:574] : INFO : Epoch 1662 | loss: 0.0312387 | val_loss: 0.031241 | Time: 11493.6 ms [2021-05-12 03:38:04 main:574] : INFO : Epoch 1663 | loss: 0.0312364 | val_loss: 0.0312396 | Time: 11247.4 ms [2021-05-12 03:38:16 main:574] : INFO : Epoch 1664 | loss: 0.0312345 | val_loss: 0.0312381 | Time: 11712.1 ms [2021-05-12 03:38:27 main:574] : INFO : Epoch 1665 | loss: 0.0312341 | val_loss: 0.0312377 | Time: 11396.4 ms [2021-05-12 03:38:39 main:574] : INFO : Epoch 1666 | loss: 0.0312341 | val_loss: 0.0312369 | Time: 11521.1 ms [2021-05-12 03:38:50 main:574] : INFO : Epoch 1667 | loss: 0.0312342 | val_loss: 0.0312386 | Time: 11480.1 ms [2021-05-12 03:39:02 main:574] : INFO : Epoch 1668 | loss: 0.0312351 | val_loss: 0.0312424 | Time: 11577.5 ms [2021-05-12 03:39:13 main:574] : INFO : Epoch 1669 | loss: 0.0312356 | val_loss: 0.0312414 | Time: 11647.9 ms [2021-05-12 03:39:25 main:574] : INFO : Epoch 1670 | loss: 0.0312352 | val_loss: 0.0312391 | Time: 11318.6 ms [2021-05-12 03:39:36 main:574] : INFO : Epoch 1671 | loss: 0.0312352 | val_loss: 0.0312407 | Time: 11478.1 ms [2021-05-12 03:39:48 main:574] : INFO : Epoch 1672 | loss: 0.0312358 | val_loss: 0.0312394 | Time: 11777.6 ms [2021-05-12 03:40:00 main:574] : INFO : Epoch 1673 | loss: 0.0312391 | val_loss: 0.0312407 | Time: 11383.8 ms [2021-05-12 03:40:11 main:574] : INFO : Epoch 1674 | loss: 0.0312385 | val_loss: 0.031241 | Time: 11461.4 ms [2021-05-12 03:40:23 main:574] : INFO : Epoch 1675 | loss: 0.0312397 | val_loss: 0.0312447 | Time: 11524 ms [2021-05-12 03:40:34 main:574] : INFO : Epoch 1676 | loss: 0.03124 | val_loss: 0.0312419 | Time: 11442 ms [2021-05-12 03:40:45 main:574] : INFO : Epoch 1677 | loss: 0.0312398 | val_loss: 0.0312436 | Time: 11506.7 ms [2021-05-12 03:40:57 main:574] : INFO : Epoch 1678 | loss: 0.0312396 | val_loss: 0.0312418 | Time: 11354.6 ms [2021-05-12 03:41:08 main:574] : INFO : Epoch 1679 | loss: 0.031239 | val_loss: 0.0312424 | Time: 11648.5 ms [2021-05-12 03:41:20 main:574] : INFO : Epoch 1680 | loss: 0.0312383 | val_loss: 0.031239 | Time: 11370.3 ms [2021-05-12 03:41:31 main:574] : INFO : Epoch 1681 | loss: 0.0312371 | val_loss: 0.0312374 | Time: 11334.7 ms [2021-05-12 03:41:43 main:574] : INFO : Epoch 1682 | loss: 0.031238 | val_loss: 0.0312435 | Time: 11642.1 ms [2021-05-12 03:41:54 main:574] : INFO : Epoch 1683 | loss: 0.0312401 | val_loss: 0.0312372 | Time: 11395 ms [2021-05-12 03:42:06 main:574] : INFO : Epoch 1684 | loss: 0.031239 | val_loss: 0.031235 | Time: 11658.7 ms [2021-05-12 03:42:17 main:574] : INFO : Epoch 1685 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 11490 ms [2021-05-12 03:42:29 main:574] : INFO : Epoch 1686 | loss: 0.0312371 | val_loss: 0.031235 | Time: 11422.8 ms [2021-05-12 03:42:41 main:574] : INFO : Epoch 1687 | loss: 0.031237 | val_loss: 0.0312348 | Time: 11788.8 ms [2021-05-12 03:42:52 main:574] : INFO : Epoch 1688 | loss: 0.0312371 | val_loss: 0.0312343 | Time: 11463.4 ms [2021-05-12 03:43:04 main:574] : INFO : Epoch 1689 | loss: 0.0312378 | val_loss: 0.0312346 | Time: 11497.2 ms [2021-05-12 03:43:15 main:574] : INFO : Epoch 1690 | loss: 0.0312378 | val_loss: 0.0312418 | Time: 11597.9 ms [2021-05-12 03:43:27 main:574] : INFO : Epoch 1691 | loss: 0.0312429 | val_loss: 0.0312468 | Time: 11218 ms [2021-05-12 03:43:38 main:574] : INFO : Epoch 1692 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 11722.5 ms [2021-05-12 03:43:50 main:574] : INFO : Epoch 1693 | loss: 0.0312416 | val_loss: 0.0312419 | Time: 11420.6 ms [2021-05-12 03:44:01 main:574] : INFO : Epoch 1694 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 11477.4 ms [2021-05-12 03:44:13 main:574] : INFO : Epoch 1695 | loss: 0.0312389 | val_loss: 0.0312424 | Time: 11593.4 ms [2021-05-12 03:44:24 main:574] : INFO : Epoch 1696 | loss: 0.0312408 | val_loss: 0.0312426 | Time: 11411.2 ms [2021-05-12 03:44:36 main:574] : INFO : Epoch 1697 | loss: 0.0312396 | val_loss: 0.0312434 | Time: 11666.4 ms [2021-05-12 03:44:47 main:574] : INFO : Epoch 1698 | loss: 0.0312409 | val_loss: 0.031241 | Time: 11413 ms [2021-05-12 03:44:59 main:574] : INFO : Epoch 1699 | loss: 0.0312396 | val_loss: 0.0312452 | Time: 11443.3 ms [2021-05-12 03:45:11 main:574] : INFO : Epoch 1700 | loss: 0.031243 | val_loss: 0.0312457 | Time: 11750.7 ms [2021-05-12 03:45:22 main:574] : INFO : Epoch 1701 | loss: 0.0312397 | val_loss: 0.0312408 | Time: 11357.7 ms [2021-05-12 03:45:33 main:574] : INFO : Epoch 1702 | loss: 0.0312388 | val_loss: 0.031241 | Time: 11361.3 ms [2021-05-12 03:45:45 main:574] : INFO : Epoch 1703 | loss: 0.0312375 | val_loss: 0.0312402 | Time: 11371.2 ms [2021-05-12 03:45:56 main:574] : INFO : Epoch 1704 | loss: 0.031239 | val_loss: 0.031239 | Time: 11529.4 ms [2021-05-12 03:46:08 main:574] : INFO : Epoch 1705 | loss: 0.031237 | val_loss: 0.0312385 | Time: 11550.3 ms [2021-05-12 03:46:19 main:574] : INFO : Epoch 1706 | loss: 0.0312367 | val_loss: 0.0312389 | Time: 11287.8 ms [2021-05-12 03:46:31 main:574] : INFO : Epoch 1707 | loss: 0.0312386 | val_loss: 0.0312408 | Time: 11775.3 ms [2021-05-12 03:46:42 main:574] : INFO : Epoch 1708 | loss: 0.0312379 | val_loss: 0.0312391 | Time: 11471 ms [2021-05-12 03:46:54 main:574] : INFO : Epoch 1709 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 11388.1 ms [2021-05-12 03:47:06 main:574] : INFO : Epoch 1710 | loss: 0.0312367 | val_loss: 0.0312394 | Time: 12094.7 ms [2021-05-12 03:47:17 main:574] : INFO : Epoch 1711 | loss: 0.0312361 | val_loss: 0.0312384 | Time: 11561.4 ms [2021-05-12 03:47:29 main:574] : INFO : Epoch 1712 | loss: 0.0312356 | val_loss: 0.0312376 | Time: 11382.1 ms [2021-05-12 03:47:40 main:574] : INFO : Epoch 1713 | loss: 0.031237 | val_loss: 0.0312398 | Time: 11608.8 ms [2021-05-12 03:47:52 main:574] : INFO : Epoch 1714 | loss: 0.0312373 | val_loss: 0.03124 | Time: 11363.8 ms [2021-05-12 03:48:03 main:574] : INFO : Epoch 1715 | loss: 0.0312367 | val_loss: 0.0312382 | Time: 11605.7 ms [2021-05-12 03:48:15 main:574] : INFO : Epoch 1716 | loss: 0.0312365 | val_loss: 0.0312377 | Time: 11561.3 ms [2021-05-12 03:48:27 main:574] : INFO : Epoch 1717 | loss: 0.031236 | val_loss: 0.0312391 | Time: 12138.3 ms [2021-05-12 03:48:41 main:574] : INFO : Epoch 1718 | loss: 0.031237 | val_loss: 0.0312387 | Time: 13351.5 ms [2021-05-12 03:48:53 main:574] : INFO : Epoch 1719 | loss: 0.0312356 | val_loss: 0.0312385 | Time: 11971.7 ms [2021-05-12 03:49:04 main:574] : INFO : Epoch 1720 | loss: 0.0312356 | val_loss: 0.031239 | Time: 11556.3 ms [2021-05-12 03:49:16 main:574] : INFO : Epoch 1721 | loss: 0.0312351 | val_loss: 0.0312388 | Time: 11803.7 ms [2021-05-12 03:49:28 main:574] : INFO : Epoch 1722 | loss: 0.0312353 | val_loss: 0.0312374 | Time: 12194.5 ms [2021-05-12 03:49:39 main:574] : INFO : Epoch 1723 | loss: 0.031235 | val_loss: 0.0312386 | Time: 11266.1 ms [2021-05-12 03:49:51 main:574] : INFO : Epoch 1724 | loss: 0.0312353 | val_loss: 0.0312398 | Time: 12071.4 ms [2021-05-12 03:50:04 main:574] : INFO : Epoch 1725 | loss: 0.0312383 | val_loss: 0.0312395 | Time: 12501.7 ms [2021-05-12 03:50:16 main:574] : INFO : Epoch 1726 | loss: 0.0312352 | val_loss: 0.0312383 | Time: 12093.8 ms [2021-05-12 03:50:28 main:574] : INFO : Epoch 1727 | loss: 0.0312349 | val_loss: 0.03124 | Time: 12235.6 ms [2021-05-12 03:50:41 main:574] : INFO : Epoch 1728 | loss: 0.0312367 | val_loss: 0.0312375 | Time: 12219.2 ms [2021-05-12 03:50:53 main:574] : INFO : Epoch 1729 | loss: 0.0312345 | val_loss: 0.0312396 | Time: 12082 ms [2021-05-12 03:51:05 main:574] : INFO : Epoch 1730 | loss: 0.0312355 | val_loss: 0.0312387 | Time: 12044.8 ms [2021-05-12 03:51:18 main:574] : INFO : Epoch 1731 | loss: 0.0312357 | val_loss: 0.0312382 | Time: 13000.5 ms [2021-05-12 03:51:32 main:574] : INFO : Epoch 1732 | loss: 0.0312353 | val_loss: 0.0312378 | Time: 13766 ms [2021-05-12 03:51:47 main:574] : INFO : Epoch 1733 | loss: 0.0312343 | val_loss: 0.0312398 | Time: 15409.7 ms [2021-05-12 03:51:59 main:574] : INFO : Epoch 1734 | loss: 0.0312356 | val_loss: 0.0312377 | Time: 12020.2 ms [2021-05-12 03:52:11 main:574] : INFO : Epoch 1735 | loss: 0.031236 | val_loss: 0.0312375 | Time: 11708.5 ms [2021-05-12 03:52:22 main:574] : INFO : Epoch 1736 | loss: 0.0312373 | val_loss: 0.0312445 | Time: 11455.4 ms [2021-05-12 03:52:34 main:574] : INFO : Epoch 1737 | loss: 0.0312361 | val_loss: 0.0312384 | Time: 11518 ms [2021-05-12 03:52:45 main:574] : INFO : Epoch 1738 | loss: 0.0312359 | val_loss: 0.0312391 | Time: 11680.5 ms [2021-05-12 03:52:57 main:574] : INFO : Epoch 1739 | loss: 0.0312355 | val_loss: 0.0312413 | Time: 11517.9 ms [2021-05-12 03:53:09 main:574] : INFO : Epoch 1740 | loss: 0.0312356 | val_loss: 0.0312386 | Time: 11547.9 ms [2021-05-12 03:53:20 main:574] : INFO : Epoch 1741 | loss: 0.0312337 | val_loss: 0.0312386 | Time: 11644.1 ms [2021-05-12 03:53:32 main:574] : INFO : Epoch 1742 | loss: 0.0312333 | val_loss: 0.031237 | Time: 11318.1 ms [2021-05-12 03:53:43 main:574] : INFO : Epoch 1743 | loss: 0.0312331 | val_loss: 0.0312394 | Time: 11726.9 ms [2021-05-12 03:53:55 main:574] : INFO : Epoch 1744 | loss: 0.0312349 | val_loss: 0.0312397 | Time: 11614.3 ms [2021-05-12 03:54:06 main:574] : INFO : Epoch 1745 | loss: 0.0312343 | val_loss: 0.0312407 | Time: 11399.4 ms [2021-05-12 03:54:18 main:574] : INFO : Epoch 1746 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 11600.7 ms [2021-05-12 03:54:30 main:574] : INFO : Epoch 1747 | loss: 0.0312336 | val_loss: 0.0312383 | Time: 11438.4 ms [2021-05-12 03:54:41 main:574] : INFO : Epoch 1748 | loss: 0.0312338 | val_loss: 0.0312394 | Time: 11531 ms [2021-05-12 03:54:53 main:574] : INFO : Epoch 1749 | loss: 0.0312334 | val_loss: 0.031236 | Time: 11553.3 ms [2021-05-12 03:55:04 main:574] : INFO : Epoch 1750 | loss: 0.0312321 | val_loss: 0.0312361 | Time: 11298.3 ms [2021-05-12 03:55:16 main:574] : INFO : Epoch 1751 | loss: 0.0312328 | val_loss: 0.0312382 | Time: 11699 ms [2021-05-12 03:55:27 main:574] : INFO : Epoch 1752 | loss: 0.0312342 | val_loss: 0.0312397 | Time: 11372.7 ms [2021-05-12 03:55:38 main:574] : INFO : Epoch 1753 | loss: 0.0312326 | val_loss: 0.0312358 | Time: 11377 ms [2021-05-12 03:55:50 main:574] : INFO : Epoch 1754 | loss: 0.0312317 | val_loss: 0.0312349 | Time: 11913.7 ms [2021-05-12 03:56:03 main:574] : INFO : Epoch 1755 | loss: 0.0312313 | val_loss: 0.0312348 | Time: 12408.5 ms [2021-05-12 03:56:16 main:574] : INFO : Epoch 1756 | loss: 0.0312321 | val_loss: 0.031237 | Time: 12736.9 ms [2021-05-12 03:56:28 main:574] : INFO : Epoch 1757 | loss: 0.0312344 | val_loss: 0.0312353 | Time: 12199 ms [2021-05-12 03:56:40 main:574] : INFO : Epoch 1758 | loss: 0.0312338 | val_loss: 0.0312365 | Time: 12601.3 ms [2021-05-12 03:56:53 main:574] : INFO : Epoch 1759 | loss: 0.0312321 | val_loss: 0.0312345 | Time: 12404.5 ms [2021-05-12 03:57:06 main:574] : INFO : Epoch 1760 | loss: 0.031232 | val_loss: 0.0312355 | Time: 13510.2 ms [2021-05-12 03:57:19 main:574] : INFO : Epoch 1761 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 12540 ms [2021-05-12 03:57:31 main:574] : INFO : Epoch 1762 | loss: 0.0312317 | val_loss: 0.0312409 | Time: 12463.6 ms [2021-05-12 03:57:44 main:574] : INFO : Epoch 1763 | loss: 0.0312321 | val_loss: 0.0312354 | Time: 12736.6 ms [2021-05-12 03:57:57 main:574] : INFO : Epoch 1764 | loss: 0.0312314 | val_loss: 0.0312338 | Time: 12718.2 ms [2021-05-12 03:58:09 main:574] : INFO : Epoch 1765 | loss: 0.0312307 | val_loss: 0.031237 | Time: 12066.8 ms [2021-05-12 03:58:21 main:574] : INFO : Epoch 1766 | loss: 0.0312336 | val_loss: 0.0312373 | Time: 12404.7 ms [2021-05-12 03:58:34 main:574] : INFO : Epoch 1767 | loss: 0.0312313 | val_loss: 0.031234 | Time: 12193.7 ms [2021-05-12 03:58:45 main:574] : INFO : Epoch 1768 | loss: 0.0312316 | val_loss: 0.0312349 | Time: 11767.8 ms [2021-05-12 03:58:57 main:574] : INFO : Epoch 1769 | loss: 0.0312318 | val_loss: 0.0312349 | Time: 11567.1 ms [2021-05-12 03:59:09 main:574] : INFO : Epoch 1770 | loss: 0.0312338 | val_loss: 0.0312373 | Time: 11771.5 ms [2021-05-12 03:59:20 main:574] : INFO : Epoch 1771 | loss: 0.0312317 | val_loss: 0.0312351 | Time: 11814.4 ms [2021-05-12 03:59:32 main:574] : INFO : Epoch 1772 | loss: 0.0312308 | val_loss: 0.0312334 | Time: 11776.7 ms [2021-05-12 03:59:44 main:574] : INFO : Epoch 1773 | loss: 0.0312303 | val_loss: 0.0312338 | Time: 11794.8 ms [2021-05-12 03:59:56 main:574] : INFO : Epoch 1774 | loss: 0.0312325 | val_loss: 0.0312345 | Time: 11831.1 ms [2021-05-12 04:00:08 main:574] : INFO : Epoch 1775 | loss: 0.03123 | val_loss: 0.0312337 | Time: 11797.7 ms [2021-05-12 04:00:19 main:574] : INFO : Epoch 1776 | loss: 0.0312292 | val_loss: 0.0312326 | Time: 11378.8 ms [2021-05-12 04:00:31 main:574] : INFO : Epoch 1777 | loss: 0.0312288 | val_loss: 0.0312339 | Time: 11819.3 ms [2021-05-12 04:00:43 main:574] : INFO : Epoch 1778 | loss: 0.0312288 | val_loss: 0.0312334 | Time: 12294.5 ms [2021-05-12 04:00:55 main:574] : INFO : Epoch 1779 | loss: 0.0312297 | val_loss: 0.0312384 | Time: 11799.1 ms [2021-05-12 04:01:07 main:574] : INFO : Epoch 1780 | loss: 0.031229 | val_loss: 0.0312347 | Time: 11513.3 ms [2021-05-12 04:01:19 main:574] : INFO : Epoch 1781 | loss: 0.0312307 | val_loss: 0.0312325 | Time: 11742.3 ms [2021-05-12 04:01:30 main:574] : INFO : Epoch 1782 | loss: 0.0312327 | val_loss: 0.0312339 | Time: 11889.1 ms [2021-05-12 04:01:42 main:574] : INFO : Epoch 1783 | loss: 0.0312302 | val_loss: 0.0312346 | Time: 11768.1 ms [2021-05-12 04:01:56 main:574] : INFO : Epoch 1784 | loss: 0.0312288 | val_loss: 0.0312341 | Time: 13198.2 ms [2021-05-12 04:02:09 main:574] : INFO : Epoch 1785 | loss: 0.0312293 | val_loss: 0.0312329 | Time: 13228 ms [2021-05-12 04:02:21 main:574] : INFO : Epoch 1786 | loss: 0.031228 | val_loss: 0.0312313 | Time: 12378.7 ms [2021-05-12 04:02:34 main:574] : INFO : Epoch 1787 | loss: 0.0312278 | val_loss: 0.031231 | Time: 12530.3 ms [2021-05-12 04:02:46 main:574] : INFO : Epoch 1788 | loss: 0.0312274 | val_loss: 0.0312308 | Time: 12398.3 ms [2021-05-12 04:02:58 main:574] : INFO : Epoch 1789 | loss: 0.0312277 | val_loss: 0.0312313 | Time: 11799.9 ms [2021-05-12 04:03:09 main:574] : INFO : Epoch 1790 | loss: 0.0312282 | val_loss: 0.0312322 | Time: 11353.4 ms [2021-05-12 04:03:21 main:574] : INFO : Epoch 1791 | loss: 0.0312277 | val_loss: 0.0312326 | Time: 11467.5 ms [2021-05-12 04:03:32 main:574] : INFO : Epoch 1792 | loss: 0.0312271 | val_loss: 0.0312308 | Time: 11514 ms [2021-05-12 04:03:44 main:574] : INFO : Epoch 1793 | loss: 0.0312293 | val_loss: 0.0312323 | Time: 11292.7 ms [2021-05-12 04:03:55 main:574] : INFO : Epoch 1794 | loss: 0.031231 | val_loss: 0.0312387 | Time: 11609.4 ms [2021-05-12 04:04:07 main:574] : INFO : Epoch 1795 | loss: 0.0312297 | val_loss: 0.0312337 | Time: 11283.4 ms [2021-05-12 04:04:18 main:574] : INFO : Epoch 1796 | loss: 0.031229 | val_loss: 0.0312322 | Time: 11576.8 ms [2021-05-12 04:04:30 main:574] : INFO : Epoch 1797 | loss: 0.0312296 | val_loss: 0.0312318 | Time: 11435.5 ms [2021-05-12 04:04:41 main:574] : INFO : Epoch 1798 | loss: 0.0312272 | val_loss: 0.0312337 | Time: 11247.8 ms [2021-05-12 04:04:53 main:574] : INFO : Epoch 1799 | loss: 0.0312282 | val_loss: 0.0312326 | Time: 11628.9 ms [2021-05-12 04:05:04 main:574] : INFO : Epoch 1800 | loss: 0.0312267 | val_loss: 0.0312312 | Time: 11470.2 ms [2021-05-12 04:05:16 main:574] : INFO : Epoch 1801 | loss: 0.0312267 | val_loss: 0.0312326 | Time: 11482 ms [2021-05-12 04:05:27 main:574] : INFO : Epoch 1802 | loss: 0.0312288 | val_loss: 0.0312317 | Time: 11403.9 ms [2021-05-12 04:05:38 main:574] : INFO : Epoch 1803 | loss: 0.0312272 | val_loss: 0.031234 | Time: 11436.3 ms [2021-05-12 04:05:50 main:574] : INFO : Epoch 1804 | loss: 0.0312277 | val_loss: 0.0312308 | Time: 11558.5 ms [2021-05-12 04:06:01 main:574] : INFO : Epoch 1805 | loss: 0.0312266 | val_loss: 0.0312313 | Time: 11304.6 ms [2021-05-12 04:06:13 main:574] : INFO : Epoch 1806 | loss: 0.0312256 | val_loss: 0.0312316 | Time: 11646.3 ms [2021-05-12 04:06:25 main:574] : INFO : Epoch 1807 | loss: 0.0312256 | val_loss: 0.0312307 | Time: 11519.8 ms [2021-05-12 04:06:36 main:574] : INFO : Epoch 1808 | loss: 0.0312257 | val_loss: 0.0312336 | Time: 11373.2 ms [2021-05-12 04:06:48 main:574] : INFO : Epoch 1809 | loss: 0.031226 | val_loss: 0.0312327 | Time: 11677.4 ms [2021-05-12 04:06:59 main:574] : INFO : Epoch 1810 | loss: 0.0312283 | val_loss: 0.0312373 | Time: 11404 ms [2021-05-12 04:07:11 main:574] : INFO : Epoch 1811 | loss: 0.0312275 | val_loss: 0.0312329 | Time: 11876.4 ms [2021-05-12 04:07:23 main:574] : INFO : Epoch 1812 | loss: 0.0312276 | val_loss: 0.031231 | Time: 11612.5 ms [2021-05-12 04:07:34 main:574] : INFO : Epoch 1813 | loss: 0.0312272 | val_loss: 0.0312309 | Time: 11443.6 ms [2021-05-12 04:07:46 main:574] : INFO : Epoch 1814 | loss: 0.0312265 | val_loss: 0.0312319 | Time: 11570.5 ms [2021-05-12 04:07:57 main:574] : INFO : Epoch 1815 | loss: 0.0312273 | val_loss: 0.0312317 | Time: 11556.5 ms [2021-05-12 04:08:09 main:574] : INFO : Epoch 1816 | loss: 0.0312251 | val_loss: 0.0312303 | Time: 11265.8 ms [2021-05-12 04:08:20 main:574] : INFO : Epoch 1817 | loss: 0.0312257 | val_loss: 0.0312322 | Time: 11699.6 ms [2021-05-12 04:08:32 main:574] : INFO : Epoch 1818 | loss: 0.0312321 | val_loss: 0.0312355 | Time: 11220.8 ms [2021-05-12 04:08:43 main:574] : INFO : Epoch 1819 | loss: 0.0312338 | val_loss: 0.0312367 | Time: 11416.5 ms [2021-05-12 04:08:55 main:574] : INFO : Epoch 1820 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 11499.1 ms [2021-05-12 04:09:06 main:574] : INFO : Epoch 1821 | loss: 0.0312321 | val_loss: 0.0312341 | Time: 11438.7 ms [2021-05-12 04:09:17 main:574] : INFO : Epoch 1822 | loss: 0.0312331 | val_loss: 0.0312339 | Time: 11531.6 ms [2021-05-12 04:09:29 main:574] : INFO : Epoch 1823 | loss: 0.0312326 | val_loss: 0.0312347 | Time: 11107.6 ms [2021-05-12 04:09:41 main:574] : INFO : Epoch 1824 | loss: 0.0312306 | val_loss: 0.0312321 | Time: 11892.7 ms [2021-05-12 04:09:52 main:574] : INFO : Epoch 1825 | loss: 0.0312315 | val_loss: 0.031233 | Time: 11543.6 ms [2021-05-12 04:10:03 main:574] : INFO : Epoch 1826 | loss: 0.0312309 | val_loss: 0.0312319 | Time: 11245.4 ms [2021-05-12 04:10:15 main:574] : INFO : Epoch 1827 | loss: 0.0312301 | val_loss: 0.0312324 | Time: 11722.6 ms [2021-05-12 04:10:27 main:574] : INFO : Epoch 1828 | loss: 0.0312303 | val_loss: 0.0312335 | Time: 11403.4 ms [2021-05-12 04:10:38 main:574] : INFO : Epoch 1829 | loss: 0.0312311 | val_loss: 0.0312337 | Time: 11602.9 ms [2021-05-12 04:10:50 main:574] : INFO : Epoch 1830 | loss: 0.0312321 | val_loss: 0.0312326 | Time: 11695 ms [2021-05-12 04:11:02 main:574] : INFO : Epoch 1831 | loss: 0.0312327 | val_loss: 0.0312393 | Time: 11362.8 ms [2021-05-12 04:11:13 main:574] : INFO : Epoch 1832 | loss: 0.031232 | val_loss: 0.0312351 | Time: 11556.5 ms [2021-05-12 04:11:24 main:574] : INFO : Epoch 1833 | loss: 0.0312311 | val_loss: 0.0312331 | Time: 11412.8 ms [2021-05-12 04:11:36 main:574] : INFO : Epoch 1834 | loss: 0.0312303 | val_loss: 0.0312326 | Time: 11328.4 ms [2021-05-12 04:11:48 main:574] : INFO : Epoch 1835 | loss: 0.031237 | val_loss: 0.0312624 | Time: 11861.6 ms [2021-05-12 04:11:59 main:574] : INFO : Epoch 1836 | loss: 0.0312643 | val_loss: 0.0312557 | Time: 11452.8 ms [2021-05-12 04:12:11 main:574] : INFO : Epoch 1837 | loss: 0.0312504 | val_loss: 0.0312477 | Time: 11460.6 ms [2021-05-12 04:12:23 main:574] : INFO : Epoch 1838 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 11655.1 ms [2021-05-12 04:12:34 main:574] : INFO : Epoch 1839 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 11308.6 ms [2021-05-12 04:12:46 main:574] : INFO : Epoch 1840 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 11746.2 ms [2021-05-12 04:12:57 main:574] : INFO : Epoch 1841 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 11528.3 ms [2021-05-12 04:13:09 main:574] : INFO : Epoch 1842 | loss: 0.031245 | val_loss: 0.0312457 | Time: 11483.1 ms [2021-05-12 04:13:20 main:574] : INFO : Epoch 1843 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 11719.2 ms [2021-05-12 04:13:32 main:574] : INFO : Epoch 1844 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 11300.3 ms [2021-05-12 04:13:43 main:574] : INFO : Epoch 1845 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 11506.9 ms [2021-05-12 04:13:56 main:574] : INFO : Epoch 1846 | loss: 0.0312454 | val_loss: 0.031246 | Time: 12483.3 ms [2021-05-12 04:14:08 main:574] : INFO : Epoch 1847 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 12429.8 ms [2021-05-12 04:14:20 main:574] : INFO : Epoch 1848 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 11844.4 ms [2021-05-12 04:14:32 main:574] : INFO : Epoch 1849 | loss: 0.0312441 | val_loss: 0.0312489 | Time: 12106 ms [2021-05-12 04:14:44 main:574] : INFO : Epoch 1850 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 12078.9 ms [2021-05-12 04:14:56 main:574] : INFO : Epoch 1851 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 11926.3 ms [2021-05-12 04:15:08 main:574] : INFO : Epoch 1852 | loss: 0.0312442 | val_loss: 0.0312449 | Time: 11835 ms [2021-05-12 04:15:20 main:574] : INFO : Epoch 1853 | loss: 0.0312445 | val_loss: 0.0312471 | Time: 11426.8 ms [2021-05-12 04:15:31 main:574] : INFO : Epoch 1854 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 11666.9 ms [2021-05-12 04:15:43 main:574] : INFO : Epoch 1855 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 11921 ms [2021-05-12 04:15:55 main:574] : INFO : Epoch 1856 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 12032.3 ms [2021-05-12 04:16:07 main:574] : INFO : Epoch 1857 | loss: 0.0312431 | val_loss: 0.0312435 | Time: 11855.8 ms [2021-05-12 04:16:19 main:574] : INFO : Epoch 1858 | loss: 0.0312426 | val_loss: 0.031244 | Time: 11430.4 ms [2021-05-12 04:16:30 main:574] : INFO : Epoch 1859 | loss: 0.031243 | val_loss: 0.031243 | Time: 11581.2 ms [2021-05-12 04:16:42 main:574] : INFO : Epoch 1860 | loss: 0.0312439 | val_loss: 0.0312479 | Time: 11505.2 ms [2021-05-12 04:16:53 main:574] : INFO : Epoch 1861 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 11815.4 ms [2021-05-12 04:17:05 main:574] : INFO : Epoch 1862 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 11840.3 ms [2021-05-12 04:17:18 main:574] : INFO : Epoch 1863 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 12333.5 ms [2021-05-12 04:17:29 main:574] : INFO : Epoch 1864 | loss: 0.0312441 | val_loss: 0.0312456 | Time: 11458.5 ms [2021-05-12 04:17:42 main:574] : INFO : Epoch 1865 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 12466.3 ms [2021-05-12 04:17:53 main:574] : INFO : Epoch 1866 | loss: 0.0312476 | val_loss: 0.0312505 | Time: 11742 ms [2021-05-12 04:18:05 main:574] : INFO : Epoch 1867 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 11753 ms [2021-05-12 04:18:17 main:574] : INFO : Epoch 1868 | loss: 0.0312451 | val_loss: 0.0312431 | Time: 11490.5 ms [2021-05-12 04:18:28 main:574] : INFO : Epoch 1869 | loss: 0.0312428 | val_loss: 0.0312435 | Time: 11623 ms [2021-05-12 04:18:40 main:574] : INFO : Epoch 1870 | loss: 0.0312429 | val_loss: 0.0312422 | Time: 11765.1 ms [2021-05-12 04:18:52 main:574] : INFO : Epoch 1871 | loss: 0.031242 | val_loss: 0.0312428 | Time: 11562.5 ms [2021-05-12 04:19:03 main:574] : INFO : Epoch 1872 | loss: 0.031242 | val_loss: 0.0312454 | Time: 11606.9 ms [2021-05-12 04:19:15 main:574] : INFO : Epoch 1873 | loss: 0.0312443 | val_loss: 0.0312419 | Time: 11737.1 ms [2021-05-12 04:19:27 main:574] : INFO : Epoch 1874 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 11512.8 ms [2021-05-12 04:19:38 main:574] : INFO : Epoch 1875 | loss: 0.0312447 | val_loss: 0.0312425 | Time: 11651.8 ms [2021-05-12 04:19:50 main:574] : INFO : Epoch 1876 | loss: 0.0312421 | val_loss: 0.0312425 | Time: 11750.8 ms [2021-05-12 04:20:02 main:574] : INFO : Epoch 1877 | loss: 0.0312421 | val_loss: 0.0312416 | Time: 11392.5 ms [2021-05-12 04:20:13 main:574] : INFO : Epoch 1878 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 11788.2 ms [2021-05-12 04:20:25 main:574] : INFO : Epoch 1879 | loss: 0.0312435 | val_loss: 0.0312421 | Time: 11878.6 ms [2021-05-12 04:20:37 main:574] : INFO : Epoch 1880 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 11506.9 ms [2021-05-12 04:20:48 main:574] : INFO : Epoch 1881 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 11590.7 ms [2021-05-12 04:21:00 main:574] : INFO : Epoch 1882 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 11747.8 ms [2021-05-12 04:21:12 main:574] : INFO : Epoch 1883 | loss: 0.0312427 | val_loss: 0.0312419 | Time: 11375.1 ms [2021-05-12 04:21:23 main:574] : INFO : Epoch 1884 | loss: 0.0312417 | val_loss: 0.0312413 | Time: 11531 ms [2021-05-12 04:21:35 main:574] : INFO : Epoch 1885 | loss: 0.0312413 | val_loss: 0.0312403 | Time: 11647.9 ms [2021-05-12 04:21:46 main:574] : INFO : Epoch 1886 | loss: 0.0312404 | val_loss: 0.0312443 | Time: 11571.4 ms [2021-05-12 04:21:58 main:574] : INFO : Epoch 1887 | loss: 0.0312427 | val_loss: 0.0312401 | Time: 11631.5 ms [2021-05-12 04:22:10 main:574] : INFO : Epoch 1888 | loss: 0.0312413 | val_loss: 0.0312429 | Time: 11574.8 ms [2021-05-12 04:22:21 main:574] : INFO : Epoch 1889 | loss: 0.0312406 | val_loss: 0.0312398 | Time: 11481.9 ms [2021-05-12 04:22:33 main:574] : INFO : Epoch 1890 | loss: 0.0312401 | val_loss: 0.031239 | Time: 11850.3 ms [2021-05-12 04:22:45 main:574] : INFO : Epoch 1891 | loss: 0.0312415 | val_loss: 0.031241 | Time: 11716.2 ms [2021-05-12 04:22:56 main:574] : INFO : Epoch 1892 | loss: 0.0312425 | val_loss: 0.0312447 | Time: 11425.3 ms [2021-05-12 04:23:08 main:574] : INFO : Epoch 1893 | loss: 0.0312412 | val_loss: 0.031242 | Time: 11899.3 ms [2021-05-12 04:23:20 main:574] : INFO : Epoch 1894 | loss: 0.0312394 | val_loss: 0.0312413 | Time: 11712.9 ms [2021-05-12 04:23:31 main:574] : INFO : Epoch 1895 | loss: 0.0312424 | val_loss: 0.0312414 | Time: 11280.4 ms [2021-05-12 04:23:43 main:574] : INFO : Epoch 1896 | loss: 0.0312402 | val_loss: 0.0312393 | Time: 11784 ms [2021-05-12 04:23:55 main:574] : INFO : Epoch 1897 | loss: 0.0312393 | val_loss: 0.0312432 | Time: 11669.3 ms [2021-05-12 04:24:06 main:574] : INFO : Epoch 1898 | loss: 0.0312453 | val_loss: 0.0312421 | Time: 11379.3 ms [2021-05-12 04:24:18 main:574] : INFO : Epoch 1899 | loss: 0.0312413 | val_loss: 0.0312402 | Time: 11789.4 ms [2021-05-12 04:24:29 main:574] : INFO : Epoch 1900 | loss: 0.0312386 | val_loss: 0.0312422 | Time: 11516.1 ms [2021-05-12 04:24:41 main:574] : INFO : Epoch 1901 | loss: 0.0312456 | val_loss: 0.0312427 | Time: 11561.8 ms [2021-05-12 04:24:53 main:574] : INFO : Epoch 1902 | loss: 0.0312436 | val_loss: 0.0312459 | Time: 11790.4 ms [2021-05-12 04:25:04 main:574] : INFO : Epoch 1903 | loss: 0.0312425 | val_loss: 0.03124 | Time: 11515 ms [2021-05-12 04:25:16 main:574] : INFO : Epoch 1904 | loss: 0.0312414 | val_loss: 0.0312391 | Time: 11670.5 ms [2021-05-12 04:25:28 main:574] : INFO : Epoch 1905 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 11703.5 ms [2021-05-12 04:25:39 main:574] : INFO : Epoch 1906 | loss: 0.0312446 | val_loss: 0.03124 | Time: 11472.4 ms [2021-05-12 04:25:51 main:574] : INFO : Epoch 1907 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 11587.1 ms [2021-05-12 04:26:03 main:574] : INFO : Epoch 1908 | loss: 0.0312398 | val_loss: 0.0312382 | Time: 11913 ms [2021-05-12 04:26:14 main:574] : INFO : Epoch 1909 | loss: 0.0312423 | val_loss: 0.0312392 | Time: 11484.4 ms [2021-05-12 04:26:26 main:574] : INFO : Epoch 1910 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 11746.7 ms [2021-05-12 04:26:38 main:574] : INFO : Epoch 1911 | loss: 0.0312379 | val_loss: 0.0312437 | Time: 12188.4 ms [2021-05-12 04:26:50 main:574] : INFO : Epoch 1912 | loss: 0.0312395 | val_loss: 0.0312368 | Time: 12244.2 ms [2021-05-12 04:27:02 main:574] : INFO : Epoch 1913 | loss: 0.0312405 | val_loss: 0.031237 | Time: 11541.3 ms [2021-05-12 04:27:14 main:574] : INFO : Epoch 1914 | loss: 0.0312404 | val_loss: 0.031238 | Time: 12143.5 ms [2021-05-12 04:27:26 main:574] : INFO : Epoch 1915 | loss: 0.0312388 | val_loss: 0.0312381 | Time: 11974.7 ms [2021-05-12 04:27:38 main:574] : INFO : Epoch 1916 | loss: 0.0312384 | val_loss: 0.0312383 | Time: 11932.2 ms [2021-05-12 04:27:50 main:574] : INFO : Epoch 1917 | loss: 0.03124 | val_loss: 0.0312445 | Time: 12031.8 ms [2021-05-12 04:28:02 main:574] : INFO : Epoch 1918 | loss: 0.0312444 | val_loss: 0.0312387 | Time: 11976.2 ms [2021-05-12 04:28:14 main:574] : INFO : Epoch 1919 | loss: 0.031238 | val_loss: 0.0312362 | Time: 11956.2 ms [2021-05-12 04:28:26 main:574] : INFO : Epoch 1920 | loss: 0.0312372 | val_loss: 0.0312382 | Time: 12150.7 ms [2021-05-12 04:28:38 main:574] : INFO : Epoch 1921 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 12168.8 ms [2021-05-12 04:28:51 main:574] : INFO : Epoch 1922 | loss: 0.0312403 | val_loss: 0.0312427 | Time: 12347.8 ms [2021-05-12 04:29:03 main:574] : INFO : Epoch 1923 | loss: 0.0312403 | val_loss: 0.0312402 | Time: 12109.4 ms [2021-05-12 04:29:15 main:574] : INFO : Epoch 1924 | loss: 0.0312373 | val_loss: 0.0312372 | Time: 12070.8 ms [2021-05-12 04:29:27 main:574] : INFO : Epoch 1925 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 11968.9 ms [2021-05-12 04:29:39 main:574] : INFO : Epoch 1926 | loss: 0.031239 | val_loss: 0.0312408 | Time: 11665.2 ms [2021-05-12 04:29:51 main:574] : INFO : Epoch 1927 | loss: 0.0312394 | val_loss: 0.0312374 | Time: 11993.3 ms [2021-05-12 04:30:03 main:574] : INFO : Epoch 1928 | loss: 0.0312393 | val_loss: 0.0312364 | Time: 12098.9 ms [2021-05-12 04:30:15 main:574] : INFO : Epoch 1929 | loss: 0.031236 | val_loss: 0.0312348 | Time: 12236.5 ms [2021-05-12 04:30:27 main:574] : INFO : Epoch 1930 | loss: 0.0312363 | val_loss: 0.0312517 | Time: 12187.3 ms [2021-05-12 04:30:39 main:574] : INFO : Epoch 1931 | loss: 0.031238 | val_loss: 0.0312411 | Time: 11972 ms [2021-05-12 04:30:51 main:574] : INFO : Epoch 1932 | loss: 0.0312367 | val_loss: 0.0312376 | Time: 11962.2 ms [2021-05-12 04:31:03 main:574] : INFO : Epoch 1933 | loss: 0.0312388 | val_loss: 0.0312395 | Time: 12107.6 ms [2021-05-12 04:31:15 main:574] : INFO : Epoch 1934 | loss: 0.0312368 | val_loss: 0.0312355 | Time: 12069.2 ms [2021-05-12 04:31:27 main:574] : INFO : Epoch 1935 | loss: 0.0312359 | val_loss: 0.0312343 | Time: 11980.6 ms [2021-05-12 04:31:39 main:574] : INFO : Epoch 1936 | loss: 0.0312349 | val_loss: 0.0312412 | Time: 11882.6 ms [2021-05-12 04:31:51 main:574] : INFO : Epoch 1937 | loss: 0.0312389 | val_loss: 0.0312358 | Time: 11910.1 ms [2021-05-12 04:32:03 main:574] : INFO : Epoch 1938 | loss: 0.0312372 | val_loss: 0.0312371 | Time: 11963.6 ms [2021-05-12 04:32:15 main:574] : INFO : Epoch 1939 | loss: 0.0312363 | val_loss: 0.031251 | Time: 12055.1 ms [2021-05-12 04:32:27 main:574] : INFO : Epoch 1940 | loss: 0.0312388 | val_loss: 0.0312356 | Time: 11974.1 ms [2021-05-12 04:32:39 main:574] : INFO : Epoch 1941 | loss: 0.0312374 | val_loss: 0.0312348 | Time: 11807.8 ms [2021-05-12 04:32:51 main:574] : INFO : Epoch 1942 | loss: 0.0312364 | val_loss: 0.0312337 | Time: 11664.9 ms [2021-05-12 04:33:03 main:574] : INFO : Epoch 1943 | loss: 0.0312375 | val_loss: 0.0312406 | Time: 11966.8 ms [2021-05-12 04:33:15 main:574] : INFO : Epoch 1944 | loss: 0.0312393 | val_loss: 0.0312428 | Time: 12212.7 ms [2021-05-12 04:33:26 main:574] : INFO : Epoch 1945 | loss: 0.031238 | val_loss: 0.0312335 | Time: 11403.2 ms [2021-05-12 04:33:38 main:574] : INFO : Epoch 1946 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 11544.2 ms [2021-05-12 04:33:50 main:574] : INFO : Epoch 1947 | loss: 0.0312362 | val_loss: 0.0312335 | Time: 11865.5 ms [2021-05-12 04:34:02 main:574] : INFO : Epoch 1948 | loss: 0.0312357 | val_loss: 0.0312362 | Time: 11744.6 ms [2021-05-12 04:34:13 main:574] : INFO : Epoch 1949 | loss: 0.0312361 | val_loss: 0.0312376 | Time: 11628.8 ms [2021-05-12 04:34:25 main:574] : INFO : Epoch 1950 | loss: 0.0312366 | val_loss: 0.031236 | Time: 11803.1 ms [2021-05-12 04:34:37 main:574] : INFO : Epoch 1951 | loss: 0.0312382 | val_loss: 0.031239 | Time: 11596.3 ms [2021-05-12 04:34:48 main:574] : INFO : Epoch 1952 | loss: 0.031241 | val_loss: 0.0312398 | Time: 11568.7 ms [2021-05-12 04:35:00 main:574] : INFO : Epoch 1953 | loss: 0.0312404 | val_loss: 0.0312405 | Time: 11859 ms [2021-05-12 04:35:12 main:574] : INFO : Epoch 1954 | loss: 0.0312365 | val_loss: 0.031235 | Time: 11642.6 ms [2021-05-12 04:35:23 main:574] : INFO : Epoch 1955 | loss: 0.0312389 | val_loss: 0.0312363 | Time: 11555.2 ms [2021-05-12 04:35:35 main:574] : INFO : Epoch 1956 | loss: 0.031238 | val_loss: 0.0312376 | Time: 11784.2 ms [2021-05-12 04:35:47 main:574] : INFO : Epoch 1957 | loss: 0.0312347 | val_loss: 0.031237 | Time: 11468.9 ms [2021-05-12 04:35:58 main:574] : INFO : Epoch 1958 | loss: 0.0312396 | val_loss: 0.0312418 | Time: 11655.8 ms [2021-05-12 04:36:10 main:574] : INFO : Epoch 1959 | loss: 0.0312415 | val_loss: 0.0312375 | Time: 11839.3 ms [2021-05-12 04:36:22 main:574] : INFO : Epoch 1960 | loss: 0.0312359 | val_loss: 0.0312334 | Time: 11439.8 ms [2021-05-12 04:36:33 main:574] : INFO : Epoch 1961 | loss: 0.0312355 | val_loss: 0.0312409 | Time: 11535.9 ms [2021-05-12 04:36:45 main:574] : INFO : Epoch 1962 | loss: 0.0312365 | val_loss: 0.0312375 | Time: 11821.3 ms [2021-05-12 04:36:56 main:574] : INFO : Epoch 1963 | loss: 0.0312451 | val_loss: 0.0312419 | Time: 11532.9 ms [2021-05-12 04:37:08 main:574] : INFO : Epoch 1964 | loss: 0.0312364 | val_loss: 0.0312389 | Time: 11596.3 ms [2021-05-12 04:37:20 main:574] : INFO : Epoch 1965 | loss: 0.0312364 | val_loss: 0.0312359 | Time: 12207.4 ms [2021-05-12 04:37:32 main:574] : INFO : Epoch 1966 | loss: 0.0312365 | val_loss: 0.0312323 | Time: 11689.9 ms [2021-05-12 04:37:44 main:574] : INFO : Epoch 1967 | loss: 0.0312351 | val_loss: 0.0312382 | Time: 11656.1 ms [2021-05-12 04:37:55 main:574] : INFO : Epoch 1968 | loss: 0.0312358 | val_loss: 0.0312377 | Time: 11706.1 ms [2021-05-12 04:38:07 main:574] : INFO : Epoch 1969 | loss: 0.0312388 | val_loss: 0.0312363 | Time: 11808.4 ms [2021-05-12 04:38:19 main:574] : INFO : Epoch 1970 | loss: 0.0312379 | val_loss: 0.0312363 | Time: 11444.5 ms [2021-05-12 04:38:30 main:574] : INFO : Epoch 1971 | loss: 0.0312349 | val_loss: 0.0312338 | Time: 11689.5 ms [2021-05-12 04:38:42 main:574] : INFO : Epoch 1972 | loss: 0.0312347 | val_loss: 0.0312347 | Time: 11842.3 ms [2021-05-12 04:38:54 main:574] : INFO : Epoch 1973 | loss: 0.0312351 | val_loss: 0.0312321 | Time: 11573.7 ms [2021-05-12 04:39:05 main:574] : INFO : Epoch 1974 | loss: 0.0312337 | val_loss: 0.031232 | Time: 11615.5 ms [2021-05-12 04:39:17 main:574] : INFO : Epoch 1975 | loss: 0.0312332 | val_loss: 0.0312355 | Time: 11821.7 ms [2021-05-12 04:39:29 main:574] : INFO : Epoch 1976 | loss: 0.031234 | val_loss: 0.0312354 | Time: 11533.8 ms [2021-05-12 04:39:40 main:574] : INFO : Epoch 1977 | loss: 0.0312336 | val_loss: 0.0312339 | Time: 11648.9 ms [2021-05-12 04:39:52 main:574] : INFO : Epoch 1978 | loss: 0.0312328 | val_loss: 0.0312308 | Time: 11884 ms [2021-05-12 04:40:04 main:574] : INFO : Epoch 1979 | loss: 0.0312332 | val_loss: 0.0312316 | Time: 11461.4 ms [2021-05-12 04:40:16 main:574] : INFO : Epoch 1980 | loss: 0.0312327 | val_loss: 0.0312315 | Time: 11682 ms [2021-05-12 04:40:27 main:574] : INFO : Epoch 1981 | loss: 0.0312332 | val_loss: 0.0312365 | Time: 11784.7 ms [2021-05-12 04:40:39 main:574] : INFO : Epoch 1982 | loss: 0.0312365 | val_loss: 0.0312343 | Time: 11483.2 ms [2021-05-12 04:40:50 main:574] : INFO : Epoch 1983 | loss: 0.0312428 | val_loss: 0.0312391 | Time: 11620.9 ms [2021-05-12 04:41:02 main:574] : INFO : Epoch 1984 | loss: 0.0312364 | val_loss: 0.0312338 | Time: 11845.5 ms [2021-05-12 04:41:14 main:574] : INFO : Epoch 1985 | loss: 0.0312334 | val_loss: 0.0312327 | Time: 11539.8 ms [2021-05-12 04:41:25 main:574] : INFO : Epoch 1986 | loss: 0.0312408 | val_loss: 0.0312397 | Time: 11491.1 ms [2021-05-12 04:41:37 main:574] : INFO : Epoch 1987 | loss: 0.0312372 | val_loss: 0.0312362 | Time: 11885.6 ms [2021-05-12 04:41:49 main:574] : INFO : Epoch 1988 | loss: 0.0312369 | val_loss: 0.0312357 | Time: 11424.3 ms [2021-05-12 04:42:00 main:574] : INFO : Epoch 1989 | loss: 0.031236 | val_loss: 0.0312328 | Time: 11684.5 ms [2021-05-12 04:42:12 main:574] : INFO : Epoch 1990 | loss: 0.0312341 | val_loss: 0.0312343 | Time: 11854.8 ms [2021-05-12 04:42:24 main:574] : INFO : Epoch 1991 | loss: 0.031234 | val_loss: 0.0312323 | Time: 11599.7 ms [2021-05-12 04:42:36 main:574] : INFO : Epoch 1992 | loss: 0.0312347 | val_loss: 0.0312334 | Time: 11568.6 ms [2021-05-12 04:42:48 main:574] : INFO : Epoch 1993 | loss: 0.031236 | val_loss: 0.0312392 | Time: 12499.5 ms [2021-05-12 04:43:01 main:574] : INFO : Epoch 1994 | loss: 0.0312387 | val_loss: 0.0312382 | Time: 12566.3 ms [2021-05-12 04:43:13 main:574] : INFO : Epoch 1995 | loss: 0.031237 | val_loss: 0.031236 | Time: 12641 ms [2021-05-12 04:43:26 main:574] : INFO : Epoch 1996 | loss: 0.0312336 | val_loss: 0.0312316 | Time: 12942.1 ms [2021-05-12 04:43:39 main:574] : INFO : Epoch 1997 | loss: 0.031237 | val_loss: 0.0312387 | Time: 12746.3 ms [2021-05-12 04:43:52 main:574] : INFO : Epoch 1998 | loss: 0.0312373 | val_loss: 0.0312369 | Time: 12841.6 ms [2021-05-12 04:44:05 main:574] : INFO : Epoch 1999 | loss: 0.0312356 | val_loss: 0.0312325 | Time: 12894.9 ms [2021-05-12 04:44:18 main:574] : INFO : Epoch 2000 | loss: 0.0312342 | val_loss: 0.0312337 | Time: 12774.4 ms [2021-05-12 04:44:30 main:574] : INFO : Epoch 2001 | loss: 0.031237 | val_loss: 0.0312439 | Time: 12567.5 ms [2021-05-12 04:44:43 main:574] : INFO : Epoch 2002 | loss: 0.0312394 | val_loss: 0.0312335 | Time: 12784.6 ms [2021-05-12 04:44:56 main:574] : INFO : Epoch 2003 | loss: 0.0312369 | val_loss: 0.0312338 | Time: 13208.5 ms [2021-05-12 04:45:09 main:574] : INFO : Epoch 2004 | loss: 0.0312339 | val_loss: 0.0312322 | Time: 12477.4 ms [2021-05-12 04:45:21 main:574] : INFO : Epoch 2005 | loss: 0.0312361 | val_loss: 0.0312374 | Time: 12172.1 ms [2021-05-12 04:45:34 main:574] : INFO : Epoch 2006 | loss: 0.0312342 | val_loss: 0.0312323 | Time: 12547.3 ms [2021-05-12 04:45:46 main:574] : INFO : Epoch 2007 | loss: 0.0312333 | val_loss: 0.0312318 | Time: 12483.9 ms [2021-05-12 04:45:59 main:574] : INFO : Epoch 2008 | loss: 0.0312331 | val_loss: 0.0312339 | Time: 12609.5 ms [2021-05-12 04:46:11 main:574] : INFO : Epoch 2009 | loss: 0.0312337 | val_loss: 0.0312349 | Time: 12523.8 ms [2021-05-12 04:46:23 main:574] : INFO : Epoch 2010 | loss: 0.0312361 | val_loss: 0.0312326 | Time: 11674.9 ms [2021-05-12 04:46:35 main:574] : INFO : Epoch 2011 | loss: 0.0312361 | val_loss: 0.0312341 | Time: 11751.2 ms [2021-05-12 04:46:46 main:574] : INFO : Epoch 2012 | loss: 0.0312367 | val_loss: 0.0312426 | Time: 11370.3 ms [2021-05-12 04:46:58 main:574] : INFO : Epoch 2013 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 11483.2 ms [2021-05-12 04:47:09 main:574] : INFO : Epoch 2014 | loss: 0.0312348 | val_loss: 0.031234 | Time: 11590.3 ms [2021-05-12 04:47:21 main:574] : INFO : Epoch 2015 | loss: 0.0312332 | val_loss: 0.0312313 | Time: 11329.6 ms [2021-05-12 04:47:32 main:574] : INFO : Epoch 2016 | loss: 0.0312343 | val_loss: 0.0312322 | Time: 11880.7 ms [2021-05-12 04:47:44 main:574] : INFO : Epoch 2017 | loss: 0.0312343 | val_loss: 0.0312326 | Time: 11533.2 ms [2021-05-12 04:47:56 main:574] : INFO : Epoch 2018 | loss: 0.031234 | val_loss: 0.0312336 | Time: 11390.9 ms [2021-05-12 04:48:07 main:574] : INFO : Epoch 2019 | loss: 0.0312342 | val_loss: 0.0312304 | Time: 11834.4 ms [2021-05-12 04:48:19 main:574] : INFO : Epoch 2020 | loss: 0.0312336 | val_loss: 0.031231 | Time: 11375.9 ms [2021-05-12 04:48:30 main:574] : INFO : Epoch 2021 | loss: 0.0312322 | val_loss: 0.0312311 | Time: 11462.2 ms [2021-05-12 04:48:42 main:574] : INFO : Epoch 2022 | loss: 0.0312361 | val_loss: 0.0312347 | Time: 11550 ms [2021-05-12 04:48:53 main:574] : INFO : Epoch 2023 | loss: 0.0312348 | val_loss: 0.0312339 | Time: 11136.7 ms [2021-05-12 04:49:05 main:574] : INFO : Epoch 2024 | loss: 0.0312338 | val_loss: 0.0312323 | Time: 11706.5 ms [2021-05-12 04:49:16 main:574] : INFO : Epoch 2025 | loss: 0.0312336 | val_loss: 0.0312311 | Time: 11457.3 ms [2021-05-12 04:49:28 main:574] : INFO : Epoch 2026 | loss: 0.0312334 | val_loss: 0.0312318 | Time: 11434.8 ms [2021-05-12 04:49:39 main:574] : INFO : Epoch 2027 | loss: 0.0312342 | val_loss: 0.0312385 | Time: 11585.9 ms [2021-05-12 04:49:51 main:574] : INFO : Epoch 2028 | loss: 0.0312352 | val_loss: 0.0312323 | Time: 11282.2 ms [2021-05-12 04:50:02 main:574] : INFO : Epoch 2029 | loss: 0.0312327 | val_loss: 0.0312388 | Time: 11709 ms [2021-05-12 04:50:13 main:574] : INFO : Epoch 2030 | loss: 0.031235 | val_loss: 0.0312391 | Time: 11207.1 ms [2021-05-12 04:50:25 main:574] : INFO : Epoch 2031 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 11603.7 ms [2021-05-12 04:50:37 main:574] : INFO : Epoch 2032 | loss: 0.0312345 | val_loss: 0.0312316 | Time: 11627.5 ms [2021-05-12 04:50:48 main:574] : INFO : Epoch 2033 | loss: 0.0312337 | val_loss: 0.031231 | Time: 11441.6 ms [2021-05-12 04:51:00 main:574] : INFO : Epoch 2034 | loss: 0.0312323 | val_loss: 0.0312322 | Time: 11438 ms [2021-05-12 04:51:11 main:574] : INFO : Epoch 2035 | loss: 0.0312341 | val_loss: 0.0312325 | Time: 11384.8 ms [2021-05-12 04:51:22 main:574] : INFO : Epoch 2036 | loss: 0.0312367 | val_loss: 0.031235 | Time: 11484 ms [2021-05-12 04:51:34 main:574] : INFO : Epoch 2037 | loss: 0.0312345 | val_loss: 0.0312312 | Time: 11484.5 ms [2021-05-12 04:51:46 main:574] : INFO : Epoch 2038 | loss: 0.0312357 | val_loss: 0.031233 | Time: 11612.4 ms [2021-05-12 04:51:57 main:574] : INFO : Epoch 2039 | loss: 0.031237 | val_loss: 0.0312332 | Time: 11673.4 ms [2021-05-12 04:52:09 main:574] : INFO : Epoch 2040 | loss: 0.0312332 | val_loss: 0.0312309 | Time: 11550.9 ms [2021-05-12 04:52:20 main:574] : INFO : Epoch 2041 | loss: 0.0312339 | val_loss: 0.0312343 | Time: 11265.6 ms [2021-05-12 04:52:32 main:574] : INFO : Epoch 2042 | loss: 0.0312328 | val_loss: 0.0312308 | Time: 11707.7 ms [2021-05-12 04:52:44 main:574] : INFO : Epoch 2043 | loss: 0.0312319 | val_loss: 0.0312336 | Time: 11645.3 ms [2021-05-12 04:52:55 main:574] : INFO : Epoch 2044 | loss: 0.0312339 | val_loss: 0.0312314 | Time: 11467.4 ms [2021-05-12 04:53:07 main:574] : INFO : Epoch 2045 | loss: 0.031233 | val_loss: 0.0312325 | Time: 11467.1 ms [2021-05-12 04:53:18 main:574] : INFO : Epoch 2046 | loss: 0.0312341 | val_loss: 0.0312319 | Time: 11560.4 ms [2021-05-12 04:53:30 main:574] : INFO : Epoch 2047 | loss: 0.0312359 | val_loss: 0.0312326 | Time: 11667.4 ms [2021-05-12 04:53:41 main:574] : INFO : Epoch 2048 | loss: 0.0312326 | val_loss: 0.0312315 | Time: 11287 ms [2021-05-12 04:53:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312315 [2021-05-12 04:53:41 main:603] : INFO : Saving end state to config to file [2021-05-12 04:53:41 main:608] : INFO : Success, exiting.. 04:53:41 (17924): 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)