Task 7157994
| Name | ParityModified-1630360073-22915-1_0 |
| Workunit | 4857308 |
| Created | 6 Sep 2021, 2:04:19 UTC |
| Sent | 6 Sep 2021, 22:32:04 UTC |
| Report deadline | 13 Sep 2021, 22:32:04 UTC |
| Received | 8 Sep 2021, 9:51:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 2 hours 51 min 16 sec |
| CPU time | 2 hours 30 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311057 | val_loss: 0.0311338 | Time: 4852.74 ms [2021-09-08 11:10:13 main:574] : INFO : Epoch 1543 | loss: 0.0311075 | val_loss: 0.0311367 | Time: 4859.56 ms [2021-09-08 11:10:18 main:574] : INFO : Epoch 1544 | loss: 0.0311067 | val_loss: 0.031138 | Time: 4868.61 ms [2021-09-08 11:10:22 main:574] : INFO : Epoch 1545 | loss: 0.0311051 | val_loss: 0.0311378 | Time: 4791.68 ms [2021-09-08 11:10:27 main:574] : INFO : Epoch 1546 | loss: 0.0311064 | val_loss: 0.0311356 | Time: 4763.28 ms [2021-09-08 11:10:32 main:574] : INFO : Epoch 1547 | loss: 0.0311048 | val_loss: 0.0311388 | Time: 4792.59 ms [2021-09-08 11:10:37 main:574] : INFO : Epoch 1548 | loss: 0.0311046 | val_loss: 0.0311376 | Time: 4730.83 ms [2021-09-08 11:10:42 main:574] : INFO : Epoch 1549 | loss: 0.0311053 | val_loss: 0.0311366 | Time: 4806.07 ms [2021-09-08 11:10:47 main:574] : INFO : Epoch 1550 | loss: 0.0311062 | val_loss: 0.0311357 | Time: 4744.4 ms [2021-09-08 11:10:52 main:574] : INFO : Epoch 1551 | loss: 0.0311037 | val_loss: 0.0311395 | Time: 4829.62 ms [2021-09-08 11:10:57 main:574] : INFO : Epoch 1552 | loss: 0.0311063 | val_loss: 0.0311361 | Time: 4806.85 ms [2021-09-08 11:11:02 main:574] : INFO : Epoch 1553 | loss: 0.0311044 | val_loss: 0.0311454 | Time: 4746.86 ms [2021-09-08 11:11:06 main:574] : INFO : Epoch 1554 | loss: 0.0311061 | val_loss: 0.0311376 | Time: 4803.22 ms [2021-09-08 11:11:11 main:574] : INFO : Epoch 1555 | loss: 0.0311107 | val_loss: 0.0311374 | Time: 4795.2 ms [2021-09-08 11:11:16 main:574] : INFO : Epoch 1556 | loss: 0.0311107 | val_loss: 0.0311364 | Time: 4833.59 ms [2021-09-08 11:11:21 main:574] : INFO : Epoch 1557 | loss: 0.0311126 | val_loss: 0.0311405 | Time: 4802.05 ms [2021-09-08 11:11:26 main:574] : INFO : Epoch 1558 | loss: 0.0311129 | val_loss: 0.0311338 | Time: 4834.23 ms [2021-09-08 11:11:31 main:574] : INFO : Epoch 1559 | loss: 0.0311077 | val_loss: 0.0311386 | Time: 4786.13 ms [2021-09-08 11:11:36 main:574] : INFO : Epoch 1560 | loss: 0.0311061 | val_loss: 0.0311357 | Time: 4892.74 ms [2021-09-08 11:11:41 main:574] : INFO : Epoch 1561 | loss: 0.0311088 | val_loss: 0.0311338 | Time: 4847.54 ms [2021-09-08 11:11:45 main:574] : INFO : Epoch 1562 | loss: 0.0311097 | val_loss: 0.0311483 | Time: 4844.72 ms [2021-09-08 11:11:50 main:574] : INFO : Epoch 1563 | loss: 0.0311091 | val_loss: 0.0311427 | Time: 4841.07 ms [2021-09-08 11:11:55 main:574] : INFO : Epoch 1564 | loss: 0.0311047 | val_loss: 0.0311348 | Time: 4838.02 ms [2021-09-08 11:12:00 main:574] : INFO : Epoch 1565 | loss: 0.0311029 | val_loss: 0.0311375 | Time: 4972.77 ms [2021-09-08 11:12:05 main:574] : INFO : Epoch 1566 | loss: 0.0311084 | val_loss: 0.0311367 | Time: 4781.76 ms [2021-09-08 11:12:10 main:574] : INFO : Epoch 1567 | loss: 0.0311077 | val_loss: 0.0311369 | Time: 4750.89 ms [2021-09-08 11:12:15 main:574] : INFO : Epoch 1568 | loss: 0.0311106 | val_loss: 0.0311328 | Time: 4803.18 ms [2021-09-08 11:12:20 main:574] : INFO : Epoch 1569 | loss: 0.0311075 | val_loss: 0.0311373 | Time: 4806.17 ms [2021-09-08 11:12:24 main:574] : INFO : Epoch 1570 | loss: 0.0311085 | val_loss: 0.0311374 | Time: 4741.46 ms [2021-09-08 11:12:29 main:574] : INFO : Epoch 1571 | loss: 0.0311124 | val_loss: 0.0311403 | Time: 4831.6 ms [2021-09-08 11:12:34 main:574] : INFO : Epoch 1572 | loss: 0.0311155 | val_loss: 0.0311403 | Time: 4737.27 ms [2021-09-08 11:12:39 main:574] : INFO : Epoch 1573 | loss: 0.0311181 | val_loss: 0.0311367 | Time: 4793.45 ms [2021-09-08 11:12:44 main:574] : INFO : Epoch 1574 | loss: 0.0311159 | val_loss: 0.0311317 | Time: 4804.93 ms [2021-09-08 11:12:48 main:574] : INFO : Epoch 1575 | loss: 0.0311116 | val_loss: 0.0311282 | Time: 4741.03 ms [2021-09-08 11:12:53 main:574] : INFO : Epoch 1576 | loss: 0.0311193 | val_loss: 0.0311308 | Time: 4858.98 ms [2021-09-08 11:12:58 main:574] : INFO : Epoch 1577 | loss: 0.0311142 | val_loss: 0.0311334 | Time: 4992.43 ms [2021-09-08 11:13:03 main:574] : INFO : Epoch 1578 | loss: 0.0311201 | val_loss: 0.031144 | Time: 4823.73 ms [2021-09-08 11:13:08 main:574] : INFO : Epoch 1579 | loss: 0.0311153 | val_loss: 0.0311344 | Time: 4762.3 ms [2021-09-08 11:13:13 main:574] : INFO : Epoch 1580 | loss: 0.0311113 | val_loss: 0.0311335 | Time: 4863.42 ms [2021-09-08 11:13:18 main:574] : INFO : Epoch 1581 | loss: 0.03111 | val_loss: 0.0311328 | Time: 4792.03 ms [2021-09-08 11:13:23 main:574] : INFO : Epoch 1582 | loss: 0.031111 | val_loss: 0.031144 | Time: 4781.47 ms [2021-09-08 11:13:27 main:574] : INFO : Epoch 1583 | loss: 0.0311132 | val_loss: 0.0311451 | Time: 4755.16 ms [2021-09-08 11:13:32 main:574] : INFO : Epoch 1584 | loss: 0.0311107 | val_loss: 0.0311371 | Time: 4894.59 ms [2021-09-08 11:13:37 main:574] : INFO : Epoch 1585 | loss: 0.0311076 | val_loss: 0.0311385 | Time: 4853.29 ms [2021-09-08 11:13:42 main:574] : INFO : Epoch 1586 | loss: 0.0311096 | val_loss: 0.0311327 | Time: 4845.56 ms [2021-09-08 11:13:47 main:574] : INFO : Epoch 1587 | loss: 0.031109 | val_loss: 0.0311376 | Time: 4736.05 ms [2021-09-08 11:13:52 main:574] : INFO : Epoch 1588 | loss: 0.0311092 | val_loss: 0.0311356 | Time: 4857.3 ms [2021-09-08 11:13:57 main:574] : INFO : Epoch 1589 | loss: 0.0311086 | val_loss: 0.0311332 | Time: 4811.73 ms [2021-09-08 11:14:01 main:574] : INFO : Epoch 1590 | loss: 0.0311052 | val_loss: 0.0311381 | Time: 4754.48 ms [2021-09-08 11:14:06 main:574] : INFO : Epoch 1591 | loss: 0.0311042 | val_loss: 0.0311344 | Time: 4833.24 ms [2021-09-08 11:14:11 main:574] : INFO : Epoch 1592 | loss: 0.0311039 | val_loss: 0.0311332 | Time: 4820.54 ms [2021-09-08 11:14:16 main:574] : INFO : Epoch 1593 | loss: 0.031103 | val_loss: 0.0311323 | Time: 4776.61 ms [2021-09-08 11:14:21 main:574] : INFO : Epoch 1594 | loss: 0.0311014 | val_loss: 0.0311328 | Time: 4771.07 ms [2021-09-08 11:14:26 main:574] : INFO : Epoch 1595 | loss: 0.0311016 | val_loss: 0.0311415 | Time: 4828.1 ms [2021-09-08 11:14:30 main:574] : INFO : Epoch 1596 | loss: 0.031113 | val_loss: 0.0311399 | Time: 4787.76 ms [2021-09-08 11:14:35 main:574] : INFO : Epoch 1597 | loss: 0.03111 | val_loss: 0.0311395 | Time: 4793.73 ms [2021-09-08 11:14:40 main:574] : INFO : Epoch 1598 | loss: 0.0311137 | val_loss: 0.0311553 | Time: 4750.35 ms [2021-09-08 11:14:45 main:574] : INFO : Epoch 1599 | loss: 0.0311172 | val_loss: 0.0311386 | Time: 4800.98 ms [2021-09-08 11:14:50 main:574] : INFO : Epoch 1600 | loss: 0.0311093 | val_loss: 0.0311387 | Time: 4887.58 ms [2021-09-08 11:14:55 main:574] : INFO : Epoch 1601 | loss: 0.0311052 | val_loss: 0.031138 | Time: 4794.75 ms [2021-09-08 11:14:59 main:574] : INFO : Epoch 1602 | loss: 0.0311038 | val_loss: 0.0311347 | Time: 4737.99 ms [2021-09-08 11:15:04 main:574] : INFO : Epoch 1603 | loss: 0.0311041 | val_loss: 0.03114 | Time: 4894.7 ms [2021-09-08 11:15:09 main:574] : INFO : Epoch 1604 | loss: 0.0311046 | val_loss: 0.031137 | Time: 4817.92 ms [2021-09-08 11:15:14 main:574] : INFO : Epoch 1605 | loss: 0.0311028 | val_loss: 0.0311349 | Time: 4868.17 ms [2021-09-08 11:15:19 main:574] : INFO : Epoch 1606 | loss: 0.0311009 | val_loss: 0.0311334 | Time: 4824.12 ms [2021-09-08 11:15:24 main:574] : INFO : Epoch 1607 | loss: 0.0311029 | val_loss: 0.0311422 | Time: 4807.28 ms [2021-09-08 11:15:29 main:574] : INFO : Epoch 1608 | loss: 0.0311032 | val_loss: 0.0311353 | Time: 4853.16 ms [2021-09-08 11:15:33 main:574] : INFO : Epoch 1609 | loss: 0.0311013 | val_loss: 0.0311362 | Time: 4780.28 ms [2021-09-08 11:15:38 main:574] : INFO : Epoch 1610 | loss: 0.0311014 | val_loss: 0.0311364 | Time: 4789.27 ms [2021-09-08 11:15:43 main:574] : INFO : Epoch 1611 | loss: 0.0311012 | val_loss: 0.0311355 | Time: 4802.36 ms [2021-09-08 11:15:48 main:574] : INFO : Epoch 1612 | loss: 0.0311043 | val_loss: 0.0311338 | Time: 4815.16 ms [2021-09-08 11:15:53 main:574] : INFO : Epoch 1613 | loss: 0.0311036 | val_loss: 0.0311415 | Time: 4802.92 ms [2021-09-08 11:15:58 main:574] : INFO : Epoch 1614 | loss: 0.0311077 | val_loss: 0.0311472 | Time: 4736.57 ms [2021-09-08 11:16:02 main:574] : INFO : Epoch 1615 | loss: 0.0311085 | val_loss: 0.0311375 | Time: 4813.41 ms [2021-09-08 11:16:07 main:574] : INFO : Epoch 1616 | loss: 0.0311032 | val_loss: 0.0311374 | Time: 4775.71 ms [2021-09-08 11:16:12 main:574] : INFO : Epoch 1617 | loss: 0.0311022 | val_loss: 0.0311362 | Time: 4813.34 ms [2021-09-08 11:16:17 main:574] : INFO : Epoch 1618 | loss: 0.0311041 | val_loss: 0.031135 | Time: 4801.08 ms [2021-09-08 11:16:22 main:574] : INFO : Epoch 1619 | loss: 0.0311035 | val_loss: 0.0311347 | Time: 4843.78 ms [2021-09-08 11:16:27 main:574] : INFO : Epoch 1620 | loss: 0.0311033 | val_loss: 0.0311395 | Time: 4772.18 ms [2021-09-08 11:16:31 main:574] : INFO : Epoch 1621 | loss: 0.0311026 | val_loss: 0.0311358 | Time: 4754.86 ms [2021-09-08 11:16:36 main:574] : INFO : Epoch 1622 | loss: 0.031103 | val_loss: 0.0311448 | Time: 4828.5 ms [2021-09-08 11:16:41 main:574] : INFO : Epoch 1623 | loss: 0.0311027 | val_loss: 0.0311324 | Time: 4784.99 ms [2021-09-08 11:16:46 main:574] : INFO : Epoch 1624 | loss: 0.031107 | val_loss: 0.0311518 | Time: 4804.56 ms [2021-09-08 11:16:51 main:574] : INFO : Epoch 1625 | loss: 0.0311092 | val_loss: 0.031137 | Time: 4815.81 ms [2021-09-08 11:16:56 main:574] : INFO : Epoch 1626 | loss: 0.031109 | val_loss: 0.0311512 | Time: 4828.59 ms [2021-09-08 11:17:00 main:574] : INFO : Epoch 1627 | loss: 0.0311099 | val_loss: 0.031143 | Time: 4848.12 ms [2021-09-08 11:17:05 main:574] : INFO : Epoch 1628 | loss: 0.0311029 | val_loss: 0.0311409 | Time: 4747.77 ms [2021-09-08 11:17:10 main:574] : INFO : Epoch 1629 | loss: 0.0311002 | val_loss: 0.0311313 | Time: 4904.19 ms [2021-09-08 11:17:15 main:574] : INFO : Epoch 1630 | loss: 0.0311013 | val_loss: 0.0311339 | Time: 4805.41 ms [2021-09-08 11:17:20 main:574] : INFO : Epoch 1631 | loss: 0.0311027 | val_loss: 0.0311349 | Time: 4800.97 ms [2021-09-08 11:17:25 main:574] : INFO : Epoch 1632 | loss: 0.0311016 | val_loss: 0.0311375 | Time: 4797.65 ms [2021-09-08 11:17:30 main:574] : INFO : Epoch 1633 | loss: 0.0311 | val_loss: 0.0311337 | Time: 4802.66 ms [2021-09-08 11:17:34 main:574] : INFO : Epoch 1634 | loss: 0.0311026 | val_loss: 0.0311426 | Time: 4855.99 ms [2021-09-08 11:17:39 main:574] : INFO : Epoch 1635 | loss: 0.0311052 | val_loss: 0.0311364 | Time: 4778.06 ms [2021-09-08 11:17:44 main:574] : INFO : Epoch 1636 | loss: 0.0311116 | val_loss: 0.0311387 | Time: 4746.04 ms [2021-09-08 11:17:49 main:574] : INFO : Epoch 1637 | loss: 0.0311073 | val_loss: 0.0311499 | Time: 4855.41 ms [2021-09-08 11:17:54 main:574] : INFO : Epoch 1638 | loss: 0.0311031 | val_loss: 0.0311375 | Time: 4736.57 ms [2021-09-08 11:17:59 main:574] : INFO : Epoch 1639 | loss: 0.0311024 | val_loss: 0.0311392 | Time: 4756.01 ms [2021-09-08 11:18:03 main:574] : INFO : Epoch 1640 | loss: 0.0311031 | val_loss: 0.0311436 | Time: 4863.66 ms [2021-09-08 11:18:08 main:574] : INFO : Epoch 1641 | loss: 0.0311398 | val_loss: 0.0311429 | Time: 4778.18 ms [2021-09-08 11:18:13 main:574] : INFO : Epoch 1642 | loss: 0.0311339 | val_loss: 0.0311369 | Time: 4834.65 ms [2021-09-08 11:18:18 main:574] : INFO : Epoch 1643 | loss: 0.0311281 | val_loss: 0.031134 | Time: 4804.53 ms [2021-09-08 11:18:23 main:574] : INFO : Epoch 1644 | loss: 0.0311203 | val_loss: 0.0311348 | Time: 4780.07 ms [2021-09-08 11:18:28 main:574] : INFO : Epoch 1645 | loss: 0.0311204 | val_loss: 0.0311343 | Time: 4830.23 ms [2021-09-08 11:18:32 main:574] : INFO : Epoch 1646 | loss: 0.0311249 | val_loss: 0.0311376 | Time: 4814.8 ms [2021-09-08 11:18:37 main:574] : INFO : Epoch 1647 | loss: 0.0311238 | val_loss: 0.0311289 | Time: 4813.61 ms [2021-09-08 11:18:42 main:574] : INFO : Epoch 1648 | loss: 0.0311189 | val_loss: 0.0311319 | Time: 4821.04 ms [2021-09-08 11:18:47 main:574] : INFO : Epoch 1649 | loss: 0.0311138 | val_loss: 0.0311384 | Time: 4731.14 ms [2021-09-08 11:18:52 main:574] : INFO : Epoch 1650 | loss: 0.0311148 | val_loss: 0.0311359 | Time: 4781.35 ms [2021-09-08 11:18:57 main:574] : INFO : Epoch 1651 | loss: 0.0311132 | val_loss: 0.0311369 | Time: 4805.03 ms [2021-09-08 11:19:02 main:574] : INFO : Epoch 1652 | loss: 0.0311112 | val_loss: 0.0311339 | Time: 4778.84 ms [2021-09-08 11:19:06 main:574] : INFO : Epoch 1653 | loss: 0.0311126 | val_loss: 0.031138 | Time: 4732.76 ms [2021-09-08 11:19:11 main:574] : INFO : Epoch 1654 | loss: 0.0311115 | val_loss: 0.0311391 | Time: 4814.59 ms [2021-09-08 11:19:16 main:574] : INFO : Epoch 1655 | loss: 0.0311087 | val_loss: 0.0311346 | Time: 4876.98 ms [2021-09-08 11:19:21 main:574] : INFO : Epoch 1656 | loss: 0.0311058 | val_loss: 0.0311393 | Time: 4804.9 ms [2021-09-08 11:19:26 main:574] : INFO : Epoch 1657 | loss: 0.0311175 | val_loss: 0.0311553 | Time: 4731.46 ms [2021-09-08 11:19:31 main:574] : INFO : Epoch 1658 | loss: 0.0311107 | val_loss: 0.0311386 | Time: 4769.54 ms [2021-09-08 11:19:35 main:574] : INFO : Epoch 1659 | loss: 0.0311056 | val_loss: 0.0311449 | Time: 4816.24 ms [2021-09-08 11:19:40 main:574] : INFO : Epoch 1660 | loss: 0.0311091 | val_loss: 0.031135 | Time: 4832.81 ms [2021-09-08 11:19:45 main:574] : INFO : Epoch 1661 | loss: 0.0311075 | val_loss: 0.0311485 | Time: 4776.44 ms [2021-09-08 11:19:50 main:574] : INFO : Epoch 1662 | loss: 0.0311087 | val_loss: 0.0311393 | Time: 4807.44 ms [2021-09-08 11:19:55 main:574] : INFO : Epoch 1663 | loss: 0.0311056 | val_loss: 0.031136 | Time: 4810.99 ms [2021-09-08 11:20:00 main:574] : INFO : Epoch 1664 | loss: 0.0311047 | val_loss: 0.0311361 | Time: 4773.39 ms [2021-09-08 11:20:04 main:574] : INFO : Epoch 1665 | loss: 0.0311064 | val_loss: 0.0311339 | Time: 4812.32 ms [2021-09-08 11:20:09 main:574] : INFO : Epoch 1666 | loss: 0.031106 | val_loss: 0.031138 | Time: 4788.36 ms [2021-09-08 11:20:14 main:574] : INFO : Epoch 1667 | loss: 0.0311049 | val_loss: 0.0311378 | Time: 4782.18 ms [2021-09-08 11:20:19 main:574] : INFO : Epoch 1668 | loss: 0.0311036 | val_loss: 0.0311422 | Time: 4803.42 ms [2021-09-08 11:20:24 main:574] : INFO : Epoch 1669 | loss: 0.0311046 | val_loss: 0.0311368 | Time: 4779.53 ms [2021-09-08 11:20:29 main:574] : INFO : Epoch 1670 | loss: 0.0311041 | val_loss: 0.03114 | Time: 4863.49 ms [2021-09-08 11:20:34 main:574] : INFO : Epoch 1671 | loss: 0.0311053 | val_loss: 0.0311392 | Time: 4805.04 ms [2021-09-08 11:20:38 main:574] : INFO : Epoch 1672 | loss: 0.0311054 | val_loss: 0.0311356 | Time: 4819.95 ms [2021-09-08 11:20:43 main:574] : INFO : Epoch 1673 | loss: 0.0311092 | val_loss: 0.0311397 | Time: 4764.54 ms [2021-09-08 11:20:48 main:574] : INFO : Epoch 1674 | loss: 0.0311081 | val_loss: 0.0311378 | Time: 4791.2 ms [2021-09-08 11:20:53 main:574] : INFO : Epoch 1675 | loss: 0.0311058 | val_loss: 0.0311403 | Time: 4882.67 ms [2021-09-08 11:20:58 main:574] : INFO : Epoch 1676 | loss: 0.0311162 | val_loss: 0.0311404 | Time: 4895.08 ms [2021-09-08 11:21:03 main:574] : INFO : Epoch 1677 | loss: 0.0311205 | val_loss: 0.0311355 | Time: 4757.31 ms [2021-09-08 11:21:08 main:574] : INFO : Epoch 1678 | loss: 0.0311131 | val_loss: 0.0311326 | Time: 4810.52 ms [2021-09-08 11:21:13 main:574] : INFO : Epoch 1679 | loss: 0.0311105 | val_loss: 0.0311361 | Time: 4857.41 ms [2021-09-08 11:21:17 main:574] : INFO : Epoch 1680 | loss: 0.0311062 | val_loss: 0.0311358 | Time: 4746.83 ms [2021-09-08 11:21:22 main:574] : INFO : Epoch 1681 | loss: 0.0311076 | val_loss: 0.0311355 | Time: 4889.84 ms [2021-09-08 11:21:27 main:574] : INFO : Epoch 1682 | loss: 0.0311066 | val_loss: 0.0311341 | Time: 4823.1 ms [2021-09-08 11:21:32 main:574] : INFO : Epoch 1683 | loss: 0.031106 | val_loss: 0.0311299 | Time: 4761.57 ms [2021-09-08 11:21:37 main:574] : INFO : Epoch 1684 | loss: 0.0311078 | val_loss: 0.0311343 | Time: 4808.17 ms [2021-09-08 11:21:42 main:574] : INFO : Epoch 1685 | loss: 0.0311044 | val_loss: 0.0311367 | Time: 4843.59 ms [2021-09-08 11:21:46 main:574] : INFO : Epoch 1686 | loss: 0.0311014 | val_loss: 0.0311357 | Time: 4815.42 ms [2021-09-08 11:21:51 main:574] : INFO : Epoch 1687 | loss: 0.031106 | val_loss: 0.0311319 | Time: 4820.89 ms [2021-09-08 11:21:56 main:574] : INFO : Epoch 1688 | loss: 0.0311058 | val_loss: 0.0311304 | Time: 4814.51 ms [2021-09-08 11:22:01 main:574] : INFO : Epoch 1689 | loss: 0.0311022 | val_loss: 0.0311343 | Time: 4762.6 ms [2021-09-08 11:22:06 main:574] : INFO : Epoch 1690 | loss: 0.0311064 | val_loss: 0.0311459 | Time: 4817.08 ms [2021-09-08 11:22:11 main:574] : INFO : Epoch 1691 | loss: 0.0311115 | val_loss: 0.0311379 | Time: 4764.97 ms [2021-09-08 11:22:15 main:574] : INFO : Epoch 1692 | loss: 0.0311063 | val_loss: 0.0311391 | Time: 4695.9 ms [2021-09-08 11:22:20 main:574] : INFO : Epoch 1693 | loss: 0.0311118 | val_loss: 0.0311444 | Time: 4820.45 ms [2021-09-08 11:22:25 main:574] : INFO : Epoch 1694 | loss: 0.0311085 | val_loss: 0.0311323 | Time: 4757.08 ms [2021-09-08 11:22:30 main:574] : INFO : Epoch 1695 | loss: 0.0311042 | val_loss: 0.031132 | Time: 4782.07 ms [2021-09-08 11:22:35 main:574] : INFO : Epoch 1696 | loss: 0.0311041 | val_loss: 0.0311402 | Time: 4853.55 ms [2021-09-08 11:22:40 main:574] : INFO : Epoch 1697 | loss: 0.0311029 | val_loss: 0.0311365 | Time: 4864.84 ms [2021-09-08 11:22:45 main:574] : INFO : Epoch 1698 | loss: 0.0311152 | val_loss: 0.0311407 | Time: 4795.63 ms [2021-09-08 11:22:49 main:574] : INFO : Epoch 1699 | loss: 0.031113 | val_loss: 0.031136 | Time: 4738.81 ms [2021-09-08 11:22:54 main:574] : INFO : Epoch 1700 | loss: 0.0311106 | val_loss: 0.0311367 | Time: 4842.96 ms [2021-09-08 11:22:59 main:574] : INFO : Epoch 1701 | loss: 0.0311083 | val_loss: 0.0311392 | Time: 4849.01 ms [2021-09-08 11:23:04 main:574] : INFO : Epoch 1702 | loss: 0.0311047 | val_loss: 0.0311331 | Time: 4881.05 ms [2021-09-08 11:23:09 main:574] : INFO : Epoch 1703 | loss: 0.0311024 | val_loss: 0.0311377 | Time: 4782.56 ms [2021-09-08 11:23:14 main:574] : INFO : Epoch 1704 | loss: 0.0311032 | val_loss: 0.0311423 | Time: 4878.49 ms [2021-09-08 11:23:19 main:574] : INFO : Epoch 1705 | loss: 0.0311094 | val_loss: 0.0311368 | Time: 4805.18 ms [2021-09-08 11:23:23 main:574] : INFO : Epoch 1706 | loss: 0.0311033 | val_loss: 0.0311355 | Time: 4861.95 ms [2021-09-08 11:23:28 main:574] : INFO : Epoch 1707 | loss: 0.0311013 | val_loss: 0.0311399 | Time: 4767.07 ms [2021-09-08 11:23:33 main:574] : INFO : Epoch 1708 | loss: 0.0311081 | val_loss: 0.0311372 | Time: 4794.93 ms [2021-09-08 11:23:38 main:574] : INFO : Epoch 1709 | loss: 0.031106 | val_loss: 0.0311421 | Time: 4881.87 ms [2021-09-08 11:23:43 main:574] : INFO : Epoch 1710 | loss: 0.0311052 | val_loss: 0.0311404 | Time: 4814.91 ms [2021-09-08 11:23:48 main:574] : INFO : Epoch 1711 | loss: 0.031113 | val_loss: 0.0311331 | Time: 4790.28 ms [2021-09-08 11:23:53 main:574] : INFO : Epoch 1712 | loss: 0.0311117 | val_loss: 0.0311395 | Time: 4818.35 ms [2021-09-08 11:23:57 main:574] : INFO : Epoch 1713 | loss: 0.0311085 | val_loss: 0.0311331 | Time: 4795.85 ms [2021-09-08 11:24:02 main:574] : INFO : Epoch 1714 | loss: 0.0311066 | val_loss: 0.031136 | Time: 4792.47 ms [2021-09-08 11:24:07 main:574] : INFO : Epoch 1715 | loss: 0.0311046 | val_loss: 0.0311326 | Time: 4787.13 ms [2021-09-08 11:24:12 main:574] : INFO : Epoch 1716 | loss: 0.0311046 | val_loss: 0.031139 | Time: 4858.92 ms [2021-09-08 11:24:17 main:574] : INFO : Epoch 1717 | loss: 0.0311096 | val_loss: 0.0311406 | Time: 4884.92 ms [2021-09-08 11:24:22 main:574] : INFO : Epoch 1718 | loss: 0.0311197 | val_loss: 0.0311442 | Time: 4787.62 ms [2021-09-08 11:24:27 main:574] : INFO : Epoch 1719 | loss: 0.0311169 | val_loss: 0.0311384 | Time: 4868.51 ms [2021-09-08 11:24:31 main:574] : INFO : Epoch 1720 | loss: 0.0311168 | val_loss: 0.0311336 | Time: 4788.79 ms [2021-09-08 11:24:36 main:574] : INFO : Epoch 1721 | loss: 0.0311125 | val_loss: 0.0311344 | Time: 4697.15 ms [2021-09-08 11:24:41 main:574] : INFO : Epoch 1722 | loss: 0.0311092 | val_loss: 0.0311363 | Time: 4788.07 ms [2021-09-08 11:24:46 main:574] : INFO : Epoch 1723 | loss: 0.0311064 | val_loss: 0.0311343 | Time: 4764.55 ms [2021-09-08 11:24:51 main:574] : INFO : Epoch 1724 | loss: 0.0311031 | val_loss: 0.0311356 | Time: 4808.84 ms [2021-09-08 11:24:55 main:574] : INFO : Epoch 1725 | loss: 0.0311019 | val_loss: 0.0311334 | Time: 4834.95 ms [2021-09-08 11:25:00 main:574] : INFO : Epoch 1726 | loss: 0.0311017 | val_loss: 0.0311362 | Time: 4770.34 ms [2021-09-08 11:25:05 main:574] : INFO : Epoch 1727 | loss: 0.0311018 | val_loss: 0.0311389 | Time: 4815.29 ms [2021-09-08 11:25:10 main:574] : INFO : Epoch 1728 | loss: 0.0311009 | val_loss: 0.0311356 | Time: 4783.47 ms [2021-09-08 11:25:15 main:574] : INFO : Epoch 1729 | loss: 0.0311025 | val_loss: 0.0311469 | Time: 4814.43 ms [2021-09-08 11:25:20 main:574] : INFO : Epoch 1730 | loss: 0.0311035 | val_loss: 0.0311348 | Time: 4790.58 ms [2021-09-08 11:25:25 main:574] : INFO : Epoch 1731 | loss: 0.0311035 | val_loss: 0.031141 | Time: 4932.57 ms [2021-09-08 11:25:29 main:574] : INFO : Epoch 1732 | loss: 0.0311034 | val_loss: 0.0311369 | Time: 4811.98 ms [2021-09-08 11:25:34 main:574] : INFO : Epoch 1733 | loss: 0.0311031 | val_loss: 0.0311369 | Time: 4780.41 ms [2021-09-08 11:25:39 main:574] : INFO : Epoch 1734 | loss: 0.0310988 | val_loss: 0.0311329 | Time: 4855.94 ms [2021-09-08 11:25:44 main:574] : INFO : Epoch 1735 | loss: 0.0310982 | val_loss: 0.0311369 | Time: 4867.42 ms [2021-09-08 11:25:49 main:574] : INFO : Epoch 1736 | loss: 0.0310993 | val_loss: 0.0311363 | Time: 4783.23 ms [2021-09-08 11:25:54 main:574] : INFO : Epoch 1737 | loss: 0.0310979 | val_loss: 0.031136 | Time: 4725.58 ms [2021-09-08 11:25:59 main:574] : INFO : Epoch 1738 | loss: 0.0310985 | val_loss: 0.0311483 | Time: 4815.95 ms [2021-09-08 11:26:03 main:574] : INFO : Epoch 1739 | loss: 0.0311026 | val_loss: 0.0311339 | Time: 4796.11 ms [2021-09-08 11:26:08 main:574] : INFO : Epoch 1740 | loss: 0.0310998 | val_loss: 0.0311388 | Time: 4873.45 ms [2021-09-08 11:26:13 main:574] : INFO : Epoch 1741 | loss: 0.0310964 | val_loss: 0.0311365 | Time: 4767.12 ms [2021-09-08 11:26:18 main:574] : INFO : Epoch 1742 | loss: 0.0310988 | val_loss: 0.0311408 | Time: 4841.22 ms [2021-09-08 11:26:23 main:574] : INFO : Epoch 1743 | loss: 0.0310977 | val_loss: 0.0311311 | Time: 4806.12 ms [2021-09-08 11:26:28 main:574] : INFO : Epoch 1744 | loss: 0.0310982 | val_loss: 0.0311376 | Time: 4832.27 ms [2021-09-08 11:26:33 main:574] : INFO : Epoch 1745 | loss: 0.0310959 | val_loss: 0.0311398 | Time: 4836.9 ms [2021-09-08 11:26:37 main:574] : INFO : Epoch 1746 | loss: 0.0311018 | val_loss: 0.0311311 | Time: 4788.66 ms [2021-09-08 11:26:42 main:574] : INFO : Epoch 1747 | loss: 0.0311018 | val_loss: 0.031132 | Time: 4806.54 ms [2021-09-08 11:26:47 main:574] : INFO : Epoch 1748 | loss: 0.0311002 | val_loss: 0.0311288 | Time: 4753.84 ms [2021-09-08 11:26:52 main:574] : INFO : Epoch 1749 | loss: 0.0311001 | val_loss: 0.0311347 | Time: 4753.44 ms [2021-09-08 11:26:57 main:574] : INFO : Epoch 1750 | loss: 0.0311027 | val_loss: 0.0311404 | Time: 4749.87 ms [2021-09-08 11:27:01 main:574] : INFO : Epoch 1751 | loss: 0.0311011 | val_loss: 0.0311372 | Time: 4838.41 ms [2021-09-08 11:27:06 main:574] : INFO : Epoch 1752 | loss: 0.0311006 | val_loss: 0.0311304 | Time: 4796.28 ms [2021-09-08 11:27:11 main:574] : INFO : Epoch 1753 | loss: 0.0310993 | val_loss: 0.0311404 | Time: 4800.89 ms [2021-09-08 11:27:16 main:574] : INFO : Epoch 1754 | loss: 0.0311028 | val_loss: 0.0311367 | Time: 4800.89 ms [2021-09-08 11:27:21 main:574] : INFO : Epoch 1755 | loss: 0.0310999 | val_loss: 0.0311324 | Time: 4786.72 ms [2021-09-08 11:27:26 main:574] : INFO : Epoch 1756 | loss: 0.0310964 | val_loss: 0.0311416 | Time: 4802.79 ms [2021-09-08 11:27:30 main:574] : INFO : Epoch 1757 | loss: 0.0310999 | val_loss: 0.0311437 | Time: 4777.72 ms [2021-09-08 11:27:35 main:574] : INFO : Epoch 1758 | loss: 0.0311029 | val_loss: 0.0311343 | Time: 4294.27 ms [2021-09-08 11:27:40 main:574] : INFO : Epoch 1759 | loss: 0.0311014 | val_loss: 0.0311366 | Time: 4840 ms [2021-09-08 11:27:44 main:574] : INFO : Epoch 1760 | loss: 0.0311006 | val_loss: 0.0311343 | Time: 4796.99 ms [2021-09-08 11:27:49 main:574] : INFO : Epoch 1761 | loss: 0.0310954 | val_loss: 0.0311388 | Time: 4818.92 ms [2021-09-08 11:27:54 main:574] : INFO : Epoch 1762 | loss: 0.0310944 | val_loss: 0.0311378 | Time: 4844.9 ms [2021-09-08 11:27:59 main:574] : INFO : Epoch 1763 | loss: 0.0310922 | val_loss: 0.0311383 | Time: 4807.07 ms [2021-09-08 11:28:04 main:574] : INFO : Epoch 1764 | loss: 0.0310901 | val_loss: 0.0311427 | Time: 4790.3 ms [2021-09-08 11:28:09 main:574] : INFO : Epoch 1765 | loss: 0.0310898 | val_loss: 0.0311421 | Time: 4768.27 ms [2021-09-08 11:28:14 main:574] : INFO : Epoch 1766 | loss: 0.0310932 | val_loss: 0.0311399 | Time: 4824.07 ms [2021-09-08 11:28:19 main:574] : INFO : Epoch 1767 | loss: 0.0310933 | val_loss: 0.0311383 | Time: 4837.86 ms [2021-09-08 11:28:23 main:574] : INFO : Epoch 1768 | loss: 0.0310922 | val_loss: 0.0311386 | Time: 4813.73 ms [2021-09-08 11:28:28 main:574] : INFO : Epoch 1769 | loss: 0.0310927 | val_loss: 0.0311337 | Time: 4707.09 ms [2021-09-08 11:28:33 main:574] : INFO : Epoch 1770 | loss: 0.0310943 | val_loss: 0.0311369 | Time: 4841.66 ms [2021-09-08 11:28:38 main:574] : INFO : Epoch 1771 | loss: 0.0311026 | val_loss: 0.0311368 | Time: 4821.3 ms [2021-09-08 11:28:43 main:574] : INFO : Epoch 1772 | loss: 0.0311057 | val_loss: 0.0311378 | Time: 4708.67 ms [2021-09-08 11:28:47 main:574] : INFO : Epoch 1773 | loss: 0.0311056 | val_loss: 0.0311338 | Time: 4761.92 ms [2021-09-08 11:28:52 main:574] : INFO : Epoch 1774 | loss: 0.0310975 | val_loss: 0.0311391 | Time: 4744.31 ms [2021-09-08 11:28:57 main:574] : INFO : Epoch 1775 | loss: 0.031099 | val_loss: 0.0311358 | Time: 4750.85 ms [2021-09-08 11:29:02 main:574] : INFO : Epoch 1776 | loss: 0.0311001 | val_loss: 0.0311383 | Time: 4762.63 ms [2021-09-08 11:29:07 main:574] : INFO : Epoch 1777 | loss: 0.0311014 | val_loss: 0.0311372 | Time: 4746.1 ms [2021-09-08 11:29:11 main:574] : INFO : Epoch 1778 | loss: 0.0311026 | val_loss: 0.031143 | Time: 4805.76 ms [2021-09-08 11:29:16 main:574] : INFO : Epoch 1779 | loss: 0.0311057 | val_loss: 0.0311493 | Time: 4784.11 ms [2021-09-08 11:29:21 main:574] : INFO : Epoch 1780 | loss: 0.0311182 | val_loss: 0.0311364 | Time: 4848.73 ms [2021-09-08 11:29:26 main:574] : INFO : Epoch 1781 | loss: 0.031115 | val_loss: 0.0311341 | Time: 4866.06 ms [2021-09-08 11:29:31 main:574] : INFO : Epoch 1782 | loss: 0.0311094 | val_loss: 0.0311349 | Time: 4757.59 ms [2021-09-08 11:29:36 main:574] : INFO : Epoch 1783 | loss: 0.0311058 | val_loss: 0.031139 | Time: 4776.96 ms [2021-09-08 11:29:40 main:574] : INFO : Epoch 1784 | loss: 0.0311055 | val_loss: 0.0311438 | Time: 4797.49 ms [2021-09-08 11:29:45 main:574] : INFO : Epoch 1785 | loss: 0.0311045 | val_loss: 0.0311419 | Time: 4780.7 ms [2021-09-08 11:29:50 main:574] : INFO : Epoch 1786 | loss: 0.0311054 | val_loss: 0.0311367 | Time: 4764.76 ms [2021-09-08 11:29:56 main:574] : INFO : Epoch 1787 | loss: 0.0311024 | val_loss: 0.0311382 | Time: 5495.25 ms [2021-09-08 11:30:00 main:574] : INFO : Epoch 1788 | loss: 0.0311023 | val_loss: 0.0311428 | Time: 4830.42 ms [2021-09-08 11:30:05 main:574] : INFO : Epoch 1789 | loss: 0.0310991 | val_loss: 0.03114 | Time: 4773.06 ms [2021-09-08 11:30:10 main:574] : INFO : Epoch 1790 | loss: 0.0311002 | val_loss: 0.0311426 | Time: 4600.56 ms [2021-09-08 11:30:15 main:574] : INFO : Epoch 1791 | loss: 0.0310997 | val_loss: 0.0311414 | Time: 4782.95 ms [2021-09-08 11:30:20 main:574] : INFO : Epoch 1792 | loss: 0.0310988 | val_loss: 0.0311439 | Time: 4786.57 ms [2021-09-08 11:30:24 main:574] : INFO : Epoch 1793 | loss: 0.0310977 | val_loss: 0.031144 | Time: 4792.75 ms [2021-09-08 11:30:29 main:574] : INFO : Epoch 1794 | loss: 0.0310972 | val_loss: 0.0311372 | Time: 4775.57 ms [2021-09-08 11:30:34 main:574] : INFO : Epoch 1795 | loss: 0.0310962 | val_loss: 0.0311382 | Time: 4788.6 ms [2021-09-08 11:30:39 main:574] : INFO : Epoch 1796 | loss: 0.0310998 | val_loss: 0.031147 | Time: 4809.68 ms [2021-09-08 11:30:44 main:574] : INFO : Epoch 1797 | loss: 0.0311027 | val_loss: 0.0311411 | Time: 4792.87 ms [2021-09-08 11:30:49 main:574] : INFO : Epoch 1798 | loss: 0.0311012 | val_loss: 0.031135 | Time: 4837.43 ms [2021-09-08 11:30:53 main:574] : INFO : Epoch 1799 | loss: 0.0310986 | val_loss: 0.0311456 | Time: 4753.83 ms [2021-09-08 11:30:58 main:574] : INFO : Epoch 1800 | loss: 0.0311008 | val_loss: 0.0311329 | Time: 4927.48 ms [2021-09-08 11:31:03 main:574] : INFO : Epoch 1801 | loss: 0.0311007 | val_loss: 0.0311381 | Time: 4760.74 ms [2021-09-08 11:31:08 main:574] : INFO : Epoch 1802 | loss: 0.0311044 | val_loss: 0.0311361 | Time: 4721.58 ms [2021-09-08 11:31:13 main:574] : INFO : Epoch 1803 | loss: 0.0311022 | val_loss: 0.0311377 | Time: 4798.66 ms [2021-09-08 11:31:18 main:574] : INFO : Epoch 1804 | loss: 0.0310997 | val_loss: 0.0311342 | Time: 4842.07 ms [2021-09-08 11:31:22 main:574] : INFO : Epoch 1805 | loss: 0.0311 | val_loss: 0.0311356 | Time: 4769.35 ms [2021-09-08 11:31:27 main:574] : INFO : Epoch 1806 | loss: 0.0310967 | val_loss: 0.0311398 | Time: 4779.56 ms [2021-09-08 11:31:32 main:574] : INFO : Epoch 1807 | loss: 0.0311102 | val_loss: 0.0311372 | Time: 4840.99 ms [2021-09-08 11:31:37 main:574] : INFO : Epoch 1808 | loss: 0.0311094 | val_loss: 0.0311309 | Time: 4821.93 ms [2021-09-08 11:31:42 main:574] : INFO : Epoch 1809 | loss: 0.0311088 | val_loss: 0.0311371 | Time: 4797.55 ms [2021-09-08 11:31:47 main:574] : INFO : Epoch 1810 | loss: 0.0311034 | val_loss: 0.0311336 | Time: 4793.06 ms [2021-09-08 11:31:52 main:574] : INFO : Epoch 1811 | loss: 0.0310985 | val_loss: 0.0311357 | Time: 4894 ms [2021-09-08 11:31:57 main:574] : INFO : Epoch 1812 | loss: 0.0310989 | val_loss: 0.0311313 | Time: 4863.68 ms [2021-09-08 11:32:01 main:574] : INFO : Epoch 1813 | loss: 0.031105 | val_loss: 0.0311365 | Time: 4791.98 ms [2021-09-08 11:32:06 main:574] : INFO : Epoch 1814 | loss: 0.031102 | val_loss: 0.0311345 | Time: 4735.89 ms [2021-09-08 11:32:11 main:574] : INFO : Epoch 1815 | loss: 0.0311044 | val_loss: 0.0311386 | Time: 4879.06 ms [2021-09-08 11:32:16 main:574] : INFO : Epoch 1816 | loss: 0.0311011 | val_loss: 0.0311314 | Time: 4811.34 ms [2021-09-08 11:32:21 main:574] : INFO : Epoch 1817 | loss: 0.0310979 | val_loss: 0.0311319 | Time: 4759.19 ms [2021-09-08 11:32:26 main:574] : INFO : Epoch 1818 | loss: 0.0311014 | val_loss: 0.0311537 | Time: 4825.57 ms [2021-09-08 11:32:30 main:574] : INFO : Epoch 1819 | loss: 0.031119 | val_loss: 0.0311483 | Time: 4782.5 ms [2021-09-08 11:32:35 main:574] : INFO : Epoch 1820 | loss: 0.0311094 | val_loss: 0.0311391 | Time: 4737.11 ms [2021-09-08 11:32:40 main:574] : INFO : Epoch 1821 | loss: 0.031103 | val_loss: 0.031133 | Time: 4823.99 ms [2021-09-08 11:32:45 main:574] : INFO : Epoch 1822 | loss: 0.0311024 | val_loss: 0.0311414 | Time: 4840.45 ms [2021-09-08 11:32:50 main:574] : INFO : Epoch 1823 | loss: 0.0310982 | val_loss: 0.0311423 | Time: 4835.74 ms [2021-09-08 11:32:54 main:574] : INFO : Epoch 1824 | loss: 0.0310974 | val_loss: 0.0311375 | Time: 4709.18 ms [2021-09-08 11:32:59 main:574] : INFO : Epoch 1825 | loss: 0.031095 | val_loss: 0.0311386 | Time: 4797.1 ms [2021-09-08 11:33:04 main:574] : INFO : Epoch 1826 | loss: 0.0310962 | val_loss: 0.0311336 | Time: 4843.8 ms [2021-09-08 11:33:09 main:574] : INFO : Epoch 1827 | loss: 0.0310973 | val_loss: 0.0311371 | Time: 4821.31 ms [2021-09-08 11:33:14 main:574] : INFO : Epoch 1828 | loss: 0.0310995 | val_loss: 0.0311379 | Time: 4815.66 ms [2021-09-08 11:33:19 main:574] : INFO : Epoch 1829 | loss: 0.0310986 | val_loss: 0.0311345 | Time: 4819.89 ms [2021-09-08 11:33:24 main:574] : INFO : Epoch 1830 | loss: 0.031097 | val_loss: 0.0311338 | Time: 4823.32 ms [2021-09-08 11:33:29 main:574] : INFO : Epoch 1831 | loss: 0.0310969 | val_loss: 0.0311346 | Time: 4876.71 ms [2021-09-08 11:33:34 main:574] : INFO : Epoch 1832 | loss: 0.0310985 | val_loss: 0.0311362 | Time: 4824.29 ms [2021-09-08 11:33:38 main:574] : INFO : Epoch 1833 | loss: 0.0310956 | val_loss: 0.0311416 | Time: 4779.38 ms [2021-09-08 11:33:43 main:574] : INFO : Epoch 1834 | loss: 0.0310951 | val_loss: 0.0311363 | Time: 4832.44 ms [2021-09-08 11:33:48 main:574] : INFO : Epoch 1835 | loss: 0.0311122 | val_loss: 0.031139 | Time: 4804.54 ms [2021-09-08 11:33:53 main:574] : INFO : Epoch 1836 | loss: 0.0311187 | val_loss: 0.0311339 | Time: 4785.92 ms [2021-09-08 11:33:58 main:574] : INFO : Epoch 1837 | loss: 0.0311144 | val_loss: 0.0311323 | Time: 4791.72 ms [2021-09-08 11:34:02 main:574] : INFO : Epoch 1838 | loss: 0.0311116 | val_loss: 0.0311326 | Time: 4743.25 ms [2021-09-08 11:34:07 main:574] : INFO : Epoch 1839 | loss: 0.0311069 | val_loss: 0.0311324 | Time: 4786.37 ms [2021-09-08 11:34:12 main:574] : INFO : Epoch 1840 | loss: 0.0311055 | val_loss: 0.0311291 | Time: 4775.83 ms [2021-09-08 11:34:17 main:574] : INFO : Epoch 1841 | loss: 0.0311041 | val_loss: 0.0311321 | Time: 4740.22 ms [2021-09-08 11:34:22 main:574] : INFO : Epoch 1842 | loss: 0.0311036 | val_loss: 0.0311395 | Time: 4927.87 ms [2021-09-08 11:34:27 main:574] : INFO : Epoch 1843 | loss: 0.031105 | val_loss: 0.0311357 | Time: 4773.48 ms [2021-09-08 11:34:32 main:574] : INFO : Epoch 1844 | loss: 0.0311006 | val_loss: 0.0311357 | Time: 4821.74 ms [2021-09-08 11:34:37 main:574] : INFO : Epoch 1845 | loss: 0.0310981 | val_loss: 0.0311368 | Time: 4860.13 ms [2021-09-08 11:34:41 main:574] : INFO : Epoch 1846 | loss: 0.031102 | val_loss: 0.0311354 | Time: 4861.25 ms [2021-09-08 11:34:46 main:574] : INFO : Epoch 1847 | loss: 0.0311014 | val_loss: 0.031142 | Time: 4772.09 ms [2021-09-08 11:34:51 main:574] : INFO : Epoch 1848 | loss: 0.0310992 | val_loss: 0.0311422 | Time: 4773.88 ms [2021-09-08 11:34:56 main:574] : INFO : Epoch 1849 | loss: 0.0311016 | val_loss: 0.0311313 | Time: 4771.01 ms [2021-09-08 11:35:01 main:574] : INFO : Epoch 1850 | loss: 0.0310982 | val_loss: 0.0311381 | Time: 4766.14 ms [2021-09-08 11:35:05 main:574] : INFO : Epoch 1851 | loss: 0.0310971 | val_loss: 0.0311375 | Time: 4777.89 ms [2021-09-08 11:35:10 main:574] : INFO : Epoch 1852 | loss: 0.0310946 | val_loss: 0.0311432 | Time: 4803.21 ms [2021-09-08 11:35:15 main:574] : INFO : Epoch 1853 | loss: 0.0310957 | val_loss: 0.0311401 | Time: 4795.15 ms [2021-09-08 11:35:20 main:574] : INFO : Epoch 1854 | loss: 0.0310955 | val_loss: 0.0311361 | Time: 4804.46 ms [2021-09-08 11:35:25 main:574] : INFO : Epoch 1855 | loss: 0.0310963 | val_loss: 0.0311402 | Time: 4875.88 ms [2021-09-08 11:35:30 main:574] : INFO : Epoch 1856 | loss: 0.0310951 | val_loss: 0.0311356 | Time: 4759.07 ms [2021-09-08 11:35:35 main:574] : INFO : Epoch 1857 | loss: 0.0310938 | val_loss: 0.0311423 | Time: 4817.35 ms [2021-09-08 11:35:39 main:574] : INFO : Epoch 1858 | loss: 0.0310981 | val_loss: 0.0311428 | Time: 4776.62 ms [2021-09-08 11:35:44 main:574] : INFO : Epoch 1859 | loss: 0.0311059 | val_loss: 0.0311415 | Time: 4851.34 ms [2021-09-08 11:35:49 main:574] : INFO : Epoch 1860 | loss: 0.0310979 | val_loss: 0.0311379 | Time: 4772.86 ms [2021-09-08 11:35:54 main:574] : INFO : Epoch 1861 | loss: 0.0310943 | val_loss: 0.0311362 | Time: 4865.28 ms [2021-09-08 11:35:59 main:574] : INFO : Epoch 1862 | loss: 0.0310949 | val_loss: 0.0311347 | Time: 4824.1 ms [2021-09-08 11:36:04 main:574] : INFO : Epoch 1863 | loss: 0.031096 | val_loss: 0.0311347 | Time: 4846.23 ms [2021-09-08 11:36:09 main:574] : INFO : Epoch 1864 | loss: 0.0310945 | val_loss: 0.031135 | Time: 4852.09 ms [2021-09-08 11:36:13 main:574] : INFO : Epoch 1865 | loss: 0.0311037 | val_loss: 0.0311284 | Time: 4777.51 ms [2021-09-08 11:36:18 main:574] : INFO : Epoch 1866 | loss: 0.0311064 | val_loss: 0.0311305 | Time: 4818.82 ms [2021-09-08 11:36:23 main:574] : INFO : Epoch 1867 | loss: 0.0311039 | val_loss: 0.0311382 | Time: 4749.44 ms [2021-09-08 11:36:28 main:574] : INFO : Epoch 1868 | loss: 0.0310967 | val_loss: 0.0311402 | Time: 4808.76 ms [2021-09-08 11:36:33 main:574] : INFO : Epoch 1869 | loss: 0.0310948 | val_loss: 0.0311343 | Time: 4831.17 ms [2021-09-08 11:36:38 main:574] : INFO : Epoch 1870 | loss: 0.0310936 | val_loss: 0.0311405 | Time: 4772.66 ms [2021-09-08 11:36:42 main:574] : INFO : Epoch 1871 | loss: 0.0310928 | val_loss: 0.0311405 | Time: 4787.07 ms [2021-09-08 11:36:47 main:574] : INFO : Epoch 1872 | loss: 0.0310938 | val_loss: 0.0311363 | Time: 4826.32 ms [2021-09-08 11:36:52 main:574] : INFO : Epoch 1873 | loss: 0.0310904 | val_loss: 0.0311383 | Time: 4819.35 ms [2021-09-08 11:36:57 main:574] : INFO : Epoch 1874 | loss: 0.0310913 | val_loss: 0.0311359 | Time: 4804.84 ms [2021-09-08 11:37:02 main:574] : INFO : Epoch 1875 | loss: 0.0310911 | val_loss: 0.0311425 | Time: 4791.6 ms [2021-09-08 11:37:07 main:574] : INFO : Epoch 1876 | loss: 0.0310913 | val_loss: 0.0311433 | Time: 4824.49 ms [2021-09-08 11:37:12 main:574] : INFO : Epoch 1877 | loss: 0.0310942 | val_loss: 0.0311465 | Time: 4795.63 ms [2021-09-08 11:37:16 main:574] : INFO : Epoch 1878 | loss: 0.0310997 | val_loss: 0.0311344 | Time: 4774.86 ms [2021-09-08 11:37:21 main:574] : INFO : Epoch 1879 | loss: 0.0310999 | val_loss: 0.0311369 | Time: 4834.32 ms [2021-09-08 11:37:26 main:574] : INFO : Epoch 1880 | loss: 0.0310986 | val_loss: 0.0311332 | Time: 4806.44 ms [2021-09-08 11:37:31 main:574] : INFO : Epoch 1881 | loss: 0.0310965 | val_loss: 0.0311448 | Time: 4748.3 ms [2021-09-08 11:37:36 main:574] : INFO : Epoch 1882 | loss: 0.0310935 | val_loss: 0.0311362 | Time: 4787.22 ms [2021-09-08 11:37:41 main:574] : INFO : Epoch 1883 | loss: 0.0310955 | val_loss: 0.0311303 | Time: 4806.24 ms [2021-09-08 11:37:45 main:574] : INFO : Epoch 1884 | loss: 0.0311037 | val_loss: 0.0311361 | Time: 4770.14 ms [2021-09-08 11:37:50 main:574] : INFO : Epoch 1885 | loss: 0.0311007 | val_loss: 0.0311317 | Time: 4798.47 ms [2021-09-08 11:37:55 main:574] : INFO : Epoch 1886 | loss: 0.0310953 | val_loss: 0.031138 | Time: 4803.72 ms [2021-09-08 11:38:00 main:574] : INFO : Epoch 1887 | loss: 0.031093 | val_loss: 0.0311328 | Time: 4852.2 ms [2021-09-08 11:38:05 main:574] : INFO : Epoch 1888 | loss: 0.0310913 | val_loss: 0.0311375 | Time: 4777.74 ms [2021-09-08 11:38:10 main:574] : INFO : Epoch 1889 | loss: 0.0310925 | val_loss: 0.0311359 | Time: 4828.98 ms [2021-09-08 11:38:14 main:574] : INFO : Epoch 1890 | loss: 0.0310947 | val_loss: 0.0311373 | Time: 4816.46 ms [2021-09-08 11:38:19 main:574] : INFO : Epoch 1891 | loss: 0.0310963 | val_loss: 0.0311365 | Time: 4852.69 ms [2021-09-08 11:38:24 main:574] : INFO : Epoch 1892 | loss: 0.0310932 | val_loss: 0.0311315 | Time: 4786.5 ms [2021-09-08 11:38:29 main:574] : INFO : Epoch 1893 | loss: 0.0310914 | val_loss: 0.0311334 | Time: 4733.8 ms [2021-09-08 11:38:34 main:574] : INFO : Epoch 1894 | loss: 0.0310975 | val_loss: 0.0311358 | Time: 4974.33 ms [2021-09-08 11:38:39 main:574] : INFO : Epoch 1895 | loss: 0.0310939 | val_loss: 0.0311455 | Time: 4818.04 ms [2021-09-08 11:38:44 main:574] : INFO : Epoch 1896 | loss: 0.0310904 | val_loss: 0.0311348 | Time: 4830.83 ms [2021-09-08 11:38:49 main:574] : INFO : Epoch 1897 | loss: 0.0310882 | val_loss: 0.0311319 | Time: 4810.93 ms [2021-09-08 11:38:53 main:574] : INFO : Epoch 1898 | loss: 0.0310976 | val_loss: 0.0311347 | Time: 4863.4 ms [2021-09-08 11:38:58 main:574] : INFO : Epoch 1899 | loss: 0.0311006 | val_loss: 0.031142 | Time: 4814.54 ms [2021-09-08 11:39:03 main:574] : INFO : Epoch 1900 | loss: 0.031097 | val_loss: 0.0311355 | Time: 4810.59 ms [2021-09-08 11:39:08 main:574] : INFO : Epoch 1901 | loss: 0.0310922 | val_loss: 0.0311358 | Time: 4759.91 ms [2021-09-08 11:39:13 main:574] : INFO : Epoch 1902 | loss: 0.0311001 | val_loss: 0.0311326 | Time: 4780.4 ms [2021-09-08 11:39:18 main:574] : INFO : Epoch 1903 | loss: 0.0311373 | val_loss: 0.0313542 | Time: 4812.02 ms [2021-09-08 11:39:23 main:574] : INFO : Epoch 1904 | loss: 0.0420023 | val_loss: 0.0340291 | Time: 4734.47 ms [2021-09-08 11:39:27 main:574] : INFO : Epoch 1905 | loss: 0.0338895 | val_loss: 0.0318126 | Time: 4734.66 ms [2021-09-08 11:39:32 main:574] : INFO : Epoch 1906 | loss: 0.0315771 | val_loss: 0.0313058 | Time: 4833.91 ms [2021-09-08 11:39:37 main:574] : INFO : Epoch 1907 | loss: 0.0312819 | val_loss: 0.0312481 | Time: 4805.97 ms [2021-09-08 11:39:42 main:574] : INFO : Epoch 1908 | loss: 0.0312257 | val_loss: 0.0312072 | Time: 4816.84 ms [2021-09-08 11:39:47 main:574] : INFO : Epoch 1909 | loss: 0.0311997 | val_loss: 0.0311906 | Time: 4739.93 ms [2021-09-08 11:39:52 main:574] : INFO : Epoch 1910 | loss: 0.0311844 | val_loss: 0.0311791 | Time: 4837.47 ms [2021-09-08 11:39:56 main:574] : INFO : Epoch 1911 | loss: 0.0311738 | val_loss: 0.0311662 | Time: 4778.73 ms [2021-09-08 11:40:01 main:574] : INFO : Epoch 1912 | loss: 0.0311634 | val_loss: 0.0311583 | Time: 4777.66 ms [2021-09-08 11:40:06 main:574] : INFO : Epoch 1913 | loss: 0.0311575 | val_loss: 0.0311538 | Time: 4818.56 ms [2021-09-08 11:40:11 main:574] : INFO : Epoch 1914 | loss: 0.0311538 | val_loss: 0.0311511 | Time: 4797.48 ms [2021-09-08 11:40:16 main:574] : INFO : Epoch 1915 | loss: 0.0311497 | val_loss: 0.0311483 | Time: 4812.84 ms [2021-09-08 11:40:21 main:574] : INFO : Epoch 1916 | loss: 0.0311467 | val_loss: 0.0311467 | Time: 4806.08 ms [2021-09-08 11:40:25 main:574] : INFO : Epoch 1917 | loss: 0.0311449 | val_loss: 0.0311463 | Time: 4764.88 ms [2021-09-08 11:40:30 main:574] : INFO : Epoch 1918 | loss: 0.0311434 | val_loss: 0.0311461 | Time: 4830.06 ms [2021-09-08 11:40:35 main:574] : INFO : Epoch 1919 | loss: 0.0311414 | val_loss: 0.0311463 | Time: 4858.49 ms [2021-09-08 11:40:40 main:574] : INFO : Epoch 1920 | loss: 0.0311408 | val_loss: 0.0311449 | Time: 4789.37 ms [2021-09-08 11:40:45 main:574] : INFO : Epoch 1921 | loss: 0.0311399 | val_loss: 0.0311439 | Time: 4800.95 ms [2021-09-08 11:40:50 main:574] : INFO : Epoch 1922 | loss: 0.0311379 | val_loss: 0.0311428 | Time: 4697.19 ms [2021-09-08 11:40:55 main:574] : INFO : Epoch 1923 | loss: 0.0311373 | val_loss: 0.0311421 | Time: 4767.68 ms [2021-09-08 11:40:59 main:574] : INFO : Epoch 1924 | loss: 0.031138 | val_loss: 0.0311412 | Time: 4829.8 ms [2021-09-08 11:41:04 main:574] : INFO : Epoch 1925 | loss: 0.0311371 | val_loss: 0.0311415 | Time: 4776.39 ms [2021-09-08 11:41:09 main:574] : INFO : Epoch 1926 | loss: 0.031137 | val_loss: 0.0311409 | Time: 4791.28 ms [2021-09-08 11:41:14 main:574] : INFO : Epoch 1927 | loss: 0.0311352 | val_loss: 0.0311422 | Time: 4848.64 ms [2021-09-08 11:41:19 main:574] : INFO : Epoch 1928 | loss: 0.0311347 | val_loss: 0.0311378 | Time: 4782.33 ms [2021-09-08 11:41:24 main:574] : INFO : Epoch 1929 | loss: 0.0311346 | val_loss: 0.031138 | Time: 4821.72 ms [2021-09-08 11:41:28 main:574] : INFO : Epoch 1930 | loss: 0.0311333 | val_loss: 0.0311378 | Time: 4771.8 ms [2021-09-08 11:41:33 main:574] : INFO : Epoch 1931 | loss: 0.031133 | val_loss: 0.0311415 | Time: 4777.62 ms [2021-09-08 11:41:38 main:574] : INFO : Epoch 1932 | loss: 0.0311334 | val_loss: 0.0311397 | Time: 4813.47 ms [2021-09-08 11:41:43 main:574] : INFO : Epoch 1933 | loss: 0.0311355 | val_loss: 0.0311365 | Time: 4811.04 ms [2021-09-08 11:41:48 main:574] : INFO : Epoch 1934 | loss: 0.0311349 | val_loss: 0.0311375 | Time: 4814.99 ms [2021-09-08 11:41:53 main:574] : INFO : Epoch 1935 | loss: 0.0311336 | val_loss: 0.031138 | Time: 4814.35 ms [2021-09-08 11:41:58 main:574] : INFO : Epoch 1936 | loss: 0.031132 | val_loss: 0.0311372 | Time: 4883.56 ms [2021-09-08 11:42:02 main:574] : INFO : Epoch 1937 | loss: 0.0311329 | val_loss: 0.0311403 | Time: 4824.94 ms [2021-09-08 11:42:07 main:574] : INFO : Epoch 1938 | loss: 0.0311342 | val_loss: 0.0311397 | Time: 4751.28 ms [2021-09-08 11:42:12 main:574] : INFO : Epoch 1939 | loss: 0.0311356 | val_loss: 0.0311388 | Time: 4819.85 ms [2021-09-08 11:42:17 main:574] : INFO : Epoch 1940 | loss: 0.0311343 | val_loss: 0.0311377 | Time: 4818.79 ms [2021-09-08 11:42:22 main:574] : INFO : Epoch 1941 | loss: 0.0311321 | val_loss: 0.0311345 | Time: 4850.62 ms [2021-09-08 11:42:27 main:574] : INFO : Epoch 1942 | loss: 0.0311305 | val_loss: 0.0311323 | Time: 4885 ms [2021-09-08 11:42:32 main:574] : INFO : Epoch 1943 | loss: 0.0311288 | val_loss: 0.0311332 | Time: 4806.28 ms [2021-09-08 11:42:36 main:574] : INFO : Epoch 1944 | loss: 0.0311288 | val_loss: 0.0311355 | Time: 4875.83 ms [2021-09-08 11:42:41 main:574] : INFO : Epoch 1945 | loss: 0.0311283 | val_loss: 0.0311328 | Time: 4836.21 ms [2021-09-08 11:42:46 main:574] : INFO : Epoch 1946 | loss: 0.0311361 | val_loss: 0.0311487 | Time: 4875.02 ms [2021-09-08 11:42:51 main:574] : INFO : Epoch 1947 | loss: 0.0311544 | val_loss: 0.0311491 | Time: 4796 ms [2021-09-08 11:42:56 main:574] : INFO : Epoch 1948 | loss: 0.031149 | val_loss: 0.0311442 | Time: 4783.08 ms [2021-09-08 11:43:01 main:574] : INFO : Epoch 1949 | loss: 0.0311443 | val_loss: 0.0311409 | Time: 4804.78 ms [2021-09-08 11:43:06 main:574] : INFO : Epoch 1950 | loss: 0.031143 | val_loss: 0.0311414 | Time: 4764.73 ms [2021-09-08 11:43:10 main:574] : INFO : Epoch 1951 | loss: 0.031142 | val_loss: 0.031141 | Time: 4821.92 ms [2021-09-08 11:43:15 main:574] : INFO : Epoch 1952 | loss: 0.0311402 | val_loss: 0.031141 | Time: 4862.05 ms [2021-09-08 11:43:20 main:574] : INFO : Epoch 1953 | loss: 0.0311386 | val_loss: 0.0311411 | Time: 4746.05 ms [2021-09-08 11:43:25 main:574] : INFO : Epoch 1954 | loss: 0.0311373 | val_loss: 0.0311408 | Time: 4802.89 ms [2021-09-08 11:43:30 main:574] : INFO : Epoch 1955 | loss: 0.031139 | val_loss: 0.0311414 | Time: 4793.82 ms [2021-09-08 11:43:35 main:574] : INFO : Epoch 1956 | loss: 0.0311383 | val_loss: 0.0311466 | Time: 4844.36 ms [2021-09-08 11:43:40 main:574] : INFO : Epoch 1957 | loss: 0.0311375 | val_loss: 0.0311416 | Time: 4826.2 ms [2021-09-08 11:43:44 main:574] : INFO : Epoch 1958 | loss: 0.031136 | val_loss: 0.0311381 | Time: 4745.02 ms [2021-09-08 11:43:49 main:574] : INFO : Epoch 1959 | loss: 0.031135 | val_loss: 0.031138 | Time: 4786.57 ms [2021-09-08 11:43:54 main:574] : INFO : Epoch 1960 | loss: 0.0311361 | val_loss: 0.0311378 | Time: 4796.23 ms [2021-09-08 11:43:59 main:574] : INFO : Epoch 1961 | loss: 0.0311338 | val_loss: 0.0311368 | Time: 4736.55 ms [2021-09-08 11:44:03 main:574] : INFO : Epoch 1962 | loss: 0.0311327 | val_loss: 0.0311372 | Time: 4757.88 ms [2021-09-08 11:44:08 main:574] : INFO : Epoch 1963 | loss: 0.0311318 | val_loss: 0.0311353 | Time: 4840.56 ms [2021-09-08 11:44:13 main:574] : INFO : Epoch 1964 | loss: 0.0311302 | val_loss: 0.0311337 | Time: 4803.95 ms [2021-09-08 11:44:18 main:574] : INFO : Epoch 1965 | loss: 0.0311288 | val_loss: 0.0311375 | Time: 4782.48 ms [2021-09-08 11:44:23 main:574] : INFO : Epoch 1966 | loss: 0.0311296 | val_loss: 0.0311338 | Time: 4833.78 ms [2021-09-08 11:44:28 main:574] : INFO : Epoch 1967 | loss: 0.0311273 | val_loss: 0.031134 | Time: 4783.88 ms [2021-09-08 11:44:33 main:574] : INFO : Epoch 1968 | loss: 0.0311272 | val_loss: 0.0311351 | Time: 4812.21 ms [2021-09-08 11:44:37 main:574] : INFO : Epoch 1969 | loss: 0.0311275 | val_loss: 0.0311353 | Time: 4839.23 ms [2021-09-08 11:44:42 main:574] : INFO : Epoch 1970 | loss: 0.0311269 | val_loss: 0.0311343 | Time: 4787.39 ms [2021-09-08 11:44:47 main:574] : INFO : Epoch 1971 | loss: 0.0311325 | val_loss: 0.0311367 | Time: 4789.13 ms [2021-09-08 11:44:52 main:574] : INFO : Epoch 1972 | loss: 0.0311321 | val_loss: 0.0311353 | Time: 4861.07 ms [2021-09-08 11:44:57 main:574] : INFO : Epoch 1973 | loss: 0.0311307 | val_loss: 0.0311362 | Time: 4815.74 ms [2021-09-08 11:45:02 main:574] : INFO : Epoch 1974 | loss: 0.0311305 | val_loss: 0.031134 | Time: 4767.31 ms [2021-09-08 11:45:06 main:574] : INFO : Epoch 1975 | loss: 0.0311307 | val_loss: 0.0311332 | Time: 4793.54 ms [2021-09-08 11:45:11 main:574] : INFO : Epoch 1976 | loss: 0.0311294 | val_loss: 0.031134 | Time: 4749.67 ms [2021-09-08 11:45:16 main:574] : INFO : Epoch 1977 | loss: 0.0311273 | val_loss: 0.0311324 | Time: 4762.02 ms [2021-09-08 11:45:21 main:574] : INFO : Epoch 1978 | loss: 0.0311286 | val_loss: 0.031132 | Time: 4846.16 ms [2021-09-08 11:45:26 main:574] : INFO : Epoch 1979 | loss: 0.0311261 | val_loss: 0.0311315 | Time: 4782.81 ms [2021-09-08 11:45:31 main:574] : INFO : Epoch 1980 | loss: 0.0311259 | val_loss: 0.0311295 | Time: 4799.11 ms [2021-09-08 11:45:35 main:574] : INFO : Epoch 1981 | loss: 0.031125 | val_loss: 0.0311315 | Time: 4780.65 ms [2021-09-08 11:45:40 main:574] : INFO : Epoch 1982 | loss: 0.0311271 | val_loss: 0.0311325 | Time: 4903.45 ms [2021-09-08 11:45:45 main:574] : INFO : Epoch 1983 | loss: 0.031126 | val_loss: 0.0311298 | Time: 4773 ms [2021-09-08 11:45:50 main:574] : INFO : Epoch 1984 | loss: 0.0311251 | val_loss: 0.0311304 | Time: 4771.61 ms [2021-09-08 11:45:55 main:574] : INFO : Epoch 1985 | loss: 0.031124 | val_loss: 0.0311314 | Time: 4792.5 ms [2021-09-08 11:46:00 main:574] : INFO : Epoch 1986 | loss: 0.0311285 | val_loss: 0.0311385 | Time: 4748.45 ms [2021-09-08 11:46:04 main:574] : INFO : Epoch 1987 | loss: 0.0311378 | val_loss: 0.031135 | Time: 4757.94 ms [2021-09-08 11:46:09 main:574] : INFO : Epoch 1988 | loss: 0.0311332 | val_loss: 0.0311345 | Time: 4773.78 ms [2021-09-08 11:46:14 main:574] : INFO : Epoch 1989 | loss: 0.031129 | val_loss: 0.0311339 | Time: 4838.05 ms [2021-09-08 11:46:19 main:574] : INFO : Epoch 1990 | loss: 0.0311283 | val_loss: 0.0311326 | Time: 4789.76 ms [2021-09-08 11:46:24 main:574] : INFO : Epoch 1991 | loss: 0.031127 | val_loss: 0.0311341 | Time: 4746.73 ms [2021-09-08 11:46:29 main:574] : INFO : Epoch 1992 | loss: 0.0311266 | val_loss: 0.0311332 | Time: 4811.29 ms [2021-09-08 11:46:33 main:574] : INFO : Epoch 1993 | loss: 0.0311248 | val_loss: 0.0311338 | Time: 4752.75 ms [2021-09-08 11:46:38 main:574] : INFO : Epoch 1994 | loss: 0.0311258 | val_loss: 0.031136 | Time: 4780.89 ms [2021-09-08 11:46:43 main:574] : INFO : Epoch 1995 | loss: 0.0311252 | val_loss: 0.0311334 | Time: 4826.11 ms [2021-09-08 11:46:48 main:574] : INFO : Epoch 1996 | loss: 0.0311239 | val_loss: 0.0311331 | Time: 4847.98 ms [2021-09-08 11:46:53 main:574] : INFO : Epoch 1997 | loss: 0.0311237 | val_loss: 0.0311318 | Time: 4823.49 ms [2021-09-08 11:46:58 main:574] : INFO : Epoch 1998 | loss: 0.0311238 | val_loss: 0.0311348 | Time: 4715.62 ms [2021-09-08 11:47:03 main:574] : INFO : Epoch 1999 | loss: 0.0311219 | val_loss: 0.0311315 | Time: 4813.65 ms [2021-09-08 11:47:08 main:574] : INFO : Epoch 2000 | loss: 0.0311234 | val_loss: 0.0311316 | Time: 4833.31 ms [2021-09-08 11:47:13 main:574] : INFO : Epoch 2001 | loss: 0.0311228 | val_loss: 0.0311335 | Time: 4858.67 ms [2021-09-08 11:47:17 main:574] : INFO : Epoch 2002 | loss: 0.0311206 | val_loss: 0.0311338 | Time: 4768.92 ms [2021-09-08 11:47:22 main:574] : INFO : Epoch 2003 | loss: 0.0311276 | val_loss: 0.0311395 | Time: 4805.81 ms [2021-09-08 11:47:27 main:574] : INFO : Epoch 2004 | loss: 0.0311256 | val_loss: 0.0311355 | Time: 4839.96 ms [2021-09-08 11:47:32 main:574] : INFO : Epoch 2005 | loss: 0.0311253 | val_loss: 0.0311358 | Time: 4796.49 ms [2021-09-08 11:47:37 main:574] : INFO : Epoch 2006 | loss: 0.0311243 | val_loss: 0.0311335 | Time: 4807.23 ms [2021-09-08 11:47:42 main:574] : INFO : Epoch 2007 | loss: 0.0311212 | val_loss: 0.031133 | Time: 4769.91 ms [2021-09-08 11:47:46 main:574] : INFO : Epoch 2008 | loss: 0.0311213 | val_loss: 0.0311308 | Time: 4876.95 ms [2021-09-08 11:47:51 main:574] : INFO : Epoch 2009 | loss: 0.0311214 | val_loss: 0.0311331 | Time: 4847.95 ms [2021-09-08 11:47:56 main:574] : INFO : Epoch 2010 | loss: 0.0311215 | val_loss: 0.0311373 | Time: 4866.49 ms [2021-09-08 11:48:01 main:574] : INFO : Epoch 2011 | loss: 0.0311209 | val_loss: 0.0311316 | Time: 4772.98 ms [2021-09-08 11:48:06 main:574] : INFO : Epoch 2012 | loss: 0.0311237 | val_loss: 0.0311387 | Time: 4787.47 ms [2021-09-08 11:48:11 main:574] : INFO : Epoch 2013 | loss: 0.0311215 | val_loss: 0.0311326 | Time: 4839.24 ms [2021-09-08 11:48:16 main:574] : INFO : Epoch 2014 | loss: 0.03112 | val_loss: 0.0311322 | Time: 4866.38 ms [2021-09-08 11:48:20 main:574] : INFO : Epoch 2015 | loss: 0.0311192 | val_loss: 0.0311328 | Time: 4798.48 ms [2021-09-08 11:48:25 main:574] : INFO : Epoch 2016 | loss: 0.0311212 | val_loss: 0.0311354 | Time: 4797.5 ms [2021-09-08 11:48:30 main:574] : INFO : Epoch 2017 | loss: 0.0311194 | val_loss: 0.0311386 | Time: 4784.91 ms [2021-09-08 11:48:35 main:574] : INFO : Epoch 2018 | loss: 0.0311206 | val_loss: 0.0311341 | Time: 4777.96 ms [2021-09-08 11:48:40 main:574] : INFO : Epoch 2019 | loss: 0.0311219 | val_loss: 0.0311329 | Time: 4802.11 ms [2021-09-08 11:48:45 main:574] : INFO : Epoch 2020 | loss: 0.031124 | val_loss: 0.031136 | Time: 4790.05 ms [2021-09-08 11:48:49 main:574] : INFO : Epoch 2021 | loss: 0.031121 | val_loss: 0.0311343 | Time: 4740.35 ms [2021-09-08 11:48:54 main:574] : INFO : Epoch 2022 | loss: 0.0311197 | val_loss: 0.0311321 | Time: 4801.08 ms [2021-09-08 11:48:59 main:574] : INFO : Epoch 2023 | loss: 0.0311217 | val_loss: 0.0311316 | Time: 4764.84 ms [2021-09-08 11:49:04 main:574] : INFO : Epoch 2024 | loss: 0.0311223 | val_loss: 0.0311328 | Time: 4804.41 ms [2021-09-08 11:49:09 main:574] : INFO : Epoch 2025 | loss: 0.0311207 | val_loss: 0.0311325 | Time: 4811.57 ms [2021-09-08 11:49:14 main:574] : INFO : Epoch 2026 | loss: 0.0311216 | val_loss: 0.0311305 | Time: 4827.33 ms [2021-09-08 11:49:19 main:574] : INFO : Epoch 2027 | loss: 0.031123 | val_loss: 0.0311288 | Time: 4874.05 ms [2021-09-08 11:49:23 main:574] : INFO : Epoch 2028 | loss: 0.0311233 | val_loss: 0.0311337 | Time: 4837.17 ms [2021-09-08 11:49:28 main:574] : INFO : Epoch 2029 | loss: 0.0311255 | val_loss: 0.0311329 | Time: 4861.98 ms [2021-09-08 11:49:33 main:574] : INFO : Epoch 2030 | loss: 0.031123 | val_loss: 0.031134 | Time: 4769.02 ms [2021-09-08 11:49:38 main:574] : INFO : Epoch 2031 | loss: 0.0311233 | val_loss: 0.0311416 | Time: 4821.19 ms [2021-09-08 11:49:43 main:574] : INFO : Epoch 2032 | loss: 0.0311266 | val_loss: 0.031139 | Time: 4789.14 ms [2021-09-08 11:49:48 main:574] : INFO : Epoch 2033 | loss: 0.0311241 | val_loss: 0.031132 | Time: 4729.06 ms [2021-09-08 11:49:53 main:574] : INFO : Epoch 2034 | loss: 0.0311202 | val_loss: 0.0311312 | Time: 4761.45 ms [2021-09-08 11:49:57 main:574] : INFO : Epoch 2035 | loss: 0.0311197 | val_loss: 0.0311355 | Time: 4857.04 ms [2021-09-08 11:50:02 main:574] : INFO : Epoch 2036 | loss: 0.0311216 | val_loss: 0.0311365 | Time: 4809.49 ms [2021-09-08 11:50:07 main:574] : INFO : Epoch 2037 | loss: 0.0311185 | val_loss: 0.0311345 | Time: 4817.45 ms [2021-09-08 11:50:12 main:574] : INFO : Epoch 2038 | loss: 0.0311201 | val_loss: 0.031133 | Time: 4844.9 ms [2021-09-08 11:50:17 main:574] : INFO : Epoch 2039 | loss: 0.0311169 | val_loss: 0.0311323 | Time: 4808.44 ms [2021-09-08 11:50:22 main:574] : INFO : Epoch 2040 | loss: 0.0311185 | val_loss: 0.0311332 | Time: 4823.47 ms [2021-09-08 11:50:27 main:574] : INFO : Epoch 2041 | loss: 0.03112 | val_loss: 0.0311338 | Time: 4854.81 ms [2021-09-08 11:50:32 main:574] : INFO : Epoch 2042 | loss: 0.0311197 | val_loss: 0.0311355 | Time: 4856.12 ms [2021-09-08 11:50:37 main:574] : INFO : Epoch 2043 | loss: 0.0311201 | val_loss: 0.0311305 | Time: 4752.12 ms [2021-09-08 11:50:41 main:574] : INFO : Epoch 2044 | loss: 0.0311178 | val_loss: 0.0311354 | Time: 4802.14 ms [2021-09-08 11:50:46 main:574] : INFO : Epoch 2045 | loss: 0.031118 | val_loss: 0.0311303 | Time: 4833.57 ms [2021-09-08 11:50:51 main:574] : INFO : Epoch 2046 | loss: 0.0311179 | val_loss: 0.0311345 | Time: 4768.26 ms [2021-09-08 11:50:56 main:574] : INFO : Epoch 2047 | loss: 0.0311181 | val_loss: 0.0311325 | Time: 4780.9 ms [2021-09-08 11:51:01 main:574] : INFO : Epoch 2048 | loss: 0.0311193 | val_loss: 0.0311405 | Time: 4784.32 ms [2021-09-08 11:51:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311405 [2021-09-08 11:51:01 main:603] : INFO : Saving end state to config to file [2021-09-08 11:51:01 main:608] : INFO : Success, exiting.. 11:51:01 (21832): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)