Task 7444219
| Name | ParityModified-1631734460-32427-1_0 |
| Workunit | 5115219 |
| Created | 18 Sep 2021, 19:59:16 UTC |
| Sent | 25 Sep 2021, 22:36:36 UTC |
| Report deadline | 2 Oct 2021, 22:36:36 UTC |
| Received | 26 Sep 2021, 3:10:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 3 hours 5 min 41 sec |
| CPU time | 2 hours 52 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 7 ms [2021-09-25 20:04:10 main:574] : INFO : Epoch 1576 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 5385.43 ms [2021-09-25 20:04:16 main:574] : INFO : Epoch 1577 | loss: 0.0312392 | val_loss: 0.0312396 | Time: 5399.47 ms [2021-09-25 20:04:21 main:574] : INFO : Epoch 1578 | loss: 0.0312387 | val_loss: 0.0312358 | Time: 5398.7 ms [2021-09-25 20:04:27 main:574] : INFO : Epoch 1579 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 5544.04 ms [2021-09-25 20:04:32 main:574] : INFO : Epoch 1580 | loss: 0.0312385 | val_loss: 0.0312369 | Time: 5454.26 ms [2021-09-25 20:04:37 main:574] : INFO : Epoch 1581 | loss: 0.0312381 | val_loss: 0.0312378 | Time: 5386.05 ms [2021-09-25 20:04:43 main:574] : INFO : Epoch 1582 | loss: 0.031239 | val_loss: 0.0312356 | Time: 5552.55 ms [2021-09-25 20:04:48 main:574] : INFO : Epoch 1583 | loss: 0.0312385 | val_loss: 0.0312368 | Time: 5420.55 ms [2021-09-25 20:04:54 main:574] : INFO : Epoch 1584 | loss: 0.0312379 | val_loss: 0.0312357 | Time: 5828.85 ms [2021-09-25 20:05:00 main:574] : INFO : Epoch 1585 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 5535.9 ms [2021-09-25 20:05:05 main:574] : INFO : Epoch 1586 | loss: 0.0312384 | val_loss: 0.0312358 | Time: 5558.93 ms [2021-09-25 20:05:11 main:574] : INFO : Epoch 1587 | loss: 0.0312383 | val_loss: 0.0312361 | Time: 5448.38 ms [2021-09-25 20:05:16 main:574] : INFO : Epoch 1588 | loss: 0.0312383 | val_loss: 0.0312361 | Time: 5637.83 ms [2021-09-25 20:05:22 main:574] : INFO : Epoch 1589 | loss: 0.0312401 | val_loss: 0.0312367 | Time: 5479.87 ms [2021-09-25 20:05:27 main:574] : INFO : Epoch 1590 | loss: 0.0312383 | val_loss: 0.0312359 | Time: 5575.12 ms [2021-09-25 20:05:33 main:574] : INFO : Epoch 1591 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 5284.23 ms [2021-09-25 20:05:38 main:574] : INFO : Epoch 1592 | loss: 0.0312386 | val_loss: 0.0312358 | Time: 5500.45 ms [2021-09-25 20:05:43 main:574] : INFO : Epoch 1593 | loss: 0.031238 | val_loss: 0.0312365 | Time: 5144.15 ms [2021-09-25 20:05:49 main:574] : INFO : Epoch 1594 | loss: 0.0312382 | val_loss: 0.031236 | Time: 5396.78 ms [2021-09-25 20:05:55 main:574] : INFO : Epoch 1595 | loss: 0.0312381 | val_loss: 0.0312363 | Time: 5804.16 ms [2021-09-25 20:06:00 main:574] : INFO : Epoch 1596 | loss: 0.0312385 | val_loss: 0.0312378 | Time: 5450.42 ms [2021-09-25 20:06:06 main:574] : INFO : Epoch 1597 | loss: 0.0312383 | val_loss: 0.0312356 | Time: 5630.58 ms [2021-09-25 20:06:11 main:574] : INFO : Epoch 1598 | loss: 0.0312382 | val_loss: 0.0312359 | Time: 5365.55 ms [2021-09-25 20:06:16 main:574] : INFO : Epoch 1599 | loss: 0.0312399 | val_loss: 0.0312417 | Time: 5416.93 ms [2021-09-25 20:06:22 main:574] : INFO : Epoch 1600 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 5699.2 ms [2021-09-25 20:06:28 main:574] : INFO : Epoch 1601 | loss: 0.0312391 | val_loss: 0.0312409 | Time: 6022.19 ms [2021-09-25 20:06:34 main:574] : INFO : Epoch 1602 | loss: 0.0312395 | val_loss: 0.031236 | Time: 5367.14 ms [2021-09-25 20:06:39 main:574] : INFO : Epoch 1603 | loss: 0.0312387 | val_loss: 0.0312379 | Time: 5476.57 ms [2021-09-25 20:06:45 main:574] : INFO : Epoch 1604 | loss: 0.0312417 | val_loss: 0.0312361 | Time: 5462.18 ms [2021-09-25 20:06:50 main:574] : INFO : Epoch 1605 | loss: 0.03124 | val_loss: 0.0312424 | Time: 5582.24 ms [2021-09-25 20:06:56 main:574] : INFO : Epoch 1606 | loss: 0.0312398 | val_loss: 0.0312379 | Time: 5566.2 ms [2021-09-25 20:07:01 main:574] : INFO : Epoch 1607 | loss: 0.0312392 | val_loss: 0.0312358 | Time: 5674.75 ms [2021-09-25 20:07:07 main:574] : INFO : Epoch 1608 | loss: 0.0312379 | val_loss: 0.0312356 | Time: 5514.49 ms [2021-09-25 20:07:12 main:574] : INFO : Epoch 1609 | loss: 0.0312413 | val_loss: 0.0312357 | Time: 5454.61 ms [2021-09-25 20:07:18 main:574] : INFO : Epoch 1610 | loss: 0.0312398 | val_loss: 0.0312367 | Time: 5638.96 ms [2021-09-25 20:07:24 main:574] : INFO : Epoch 1611 | loss: 0.0312382 | val_loss: 0.0312362 | Time: 5597.57 ms [2021-09-25 20:07:29 main:574] : INFO : Epoch 1612 | loss: 0.0312394 | val_loss: 0.0312363 | Time: 5594.96 ms [2021-09-25 20:07:35 main:574] : INFO : Epoch 1613 | loss: 0.0312385 | val_loss: 0.0312361 | Time: 5337.54 ms [2021-09-25 20:07:40 main:574] : INFO : Epoch 1614 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 5659.56 ms [2021-09-25 20:07:46 main:574] : INFO : Epoch 1615 | loss: 0.031239 | val_loss: 0.0312362 | Time: 5654.08 ms [2021-09-25 20:07:51 main:574] : INFO : Epoch 1616 | loss: 0.031238 | val_loss: 0.031236 | Time: 5558.85 ms [2021-09-25 20:07:57 main:574] : INFO : Epoch 1617 | loss: 0.0312382 | val_loss: 0.0312367 | Time: 5440.32 ms [2021-09-25 20:08:03 main:574] : INFO : Epoch 1618 | loss: 0.0312388 | val_loss: 0.0312378 | Time: 5895.07 ms [2021-09-25 20:08:08 main:574] : INFO : Epoch 1619 | loss: 0.0312387 | val_loss: 0.0312419 | Time: 5541.76 ms [2021-09-25 20:08:14 main:574] : INFO : Epoch 1620 | loss: 0.0312392 | val_loss: 0.0312362 | Time: 5470 ms [2021-09-25 20:08:20 main:574] : INFO : Epoch 1621 | loss: 0.031238 | val_loss: 0.0312358 | Time: 6028.42 ms [2021-09-25 20:08:25 main:574] : INFO : Epoch 1622 | loss: 0.0312387 | val_loss: 0.0312365 | Time: 5481.03 ms [2021-09-25 20:08:31 main:574] : INFO : Epoch 1623 | loss: 0.0312381 | val_loss: 0.0312361 | Time: 5573.68 ms [2021-09-25 20:08:36 main:574] : INFO : Epoch 1624 | loss: 0.0312384 | val_loss: 0.0312361 | Time: 5593.37 ms [2021-09-25 20:08:42 main:574] : INFO : Epoch 1625 | loss: 0.031238 | val_loss: 0.031237 | Time: 5387.27 ms [2021-09-25 20:08:47 main:574] : INFO : Epoch 1626 | loss: 0.0312385 | val_loss: 0.0312397 | Time: 5371.1 ms [2021-09-25 20:08:53 main:574] : INFO : Epoch 1627 | loss: 0.0312392 | val_loss: 0.0312373 | Time: 5344.03 ms [2021-09-25 20:08:58 main:574] : INFO : Epoch 1628 | loss: 0.0312386 | val_loss: 0.0312357 | Time: 5456.47 ms [2021-09-25 20:09:04 main:574] : INFO : Epoch 1629 | loss: 0.0312385 | val_loss: 0.0312381 | Time: 5529.21 ms [2021-09-25 20:09:09 main:574] : INFO : Epoch 1630 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 5482.63 ms [2021-09-25 20:09:15 main:574] : INFO : Epoch 1631 | loss: 0.0312393 | val_loss: 0.0312358 | Time: 5433.08 ms [2021-09-25 20:09:20 main:574] : INFO : Epoch 1632 | loss: 0.0312383 | val_loss: 0.0312364 | Time: 5454.05 ms [2021-09-25 20:09:25 main:574] : INFO : Epoch 1633 | loss: 0.0312382 | val_loss: 0.0312361 | Time: 5468.19 ms [2021-09-25 20:09:31 main:574] : INFO : Epoch 1634 | loss: 0.031238 | val_loss: 0.0312378 | Time: 5594.18 ms [2021-09-25 20:09:36 main:574] : INFO : Epoch 1635 | loss: 0.0312391 | val_loss: 0.0312375 | Time: 5386.72 ms [2021-09-25 20:09:42 main:574] : INFO : Epoch 1636 | loss: 0.0312393 | val_loss: 0.0312367 | Time: 5736.34 ms [2021-09-25 20:09:48 main:574] : INFO : Epoch 1637 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 5445.28 ms [2021-09-25 20:09:53 main:574] : INFO : Epoch 1638 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 5634.15 ms [2021-09-25 20:09:59 main:574] : INFO : Epoch 1639 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 5454.68 ms [2021-09-25 20:10:05 main:574] : INFO : Epoch 1640 | loss: 0.0312413 | val_loss: 0.0312376 | Time: 5834.49 ms [2021-09-25 20:10:10 main:574] : INFO : Epoch 1641 | loss: 0.0312385 | val_loss: 0.0312406 | Time: 5841.58 ms [2021-09-25 20:10:16 main:574] : INFO : Epoch 1642 | loss: 0.031241 | val_loss: 0.0312385 | Time: 5912.8 ms [2021-09-25 20:10:22 main:574] : INFO : Epoch 1643 | loss: 0.0312398 | val_loss: 0.0312374 | Time: 5686.01 ms [2021-09-25 20:10:27 main:574] : INFO : Epoch 1644 | loss: 0.0312383 | val_loss: 0.0312363 | Time: 5372.43 ms [2021-09-25 20:10:33 main:574] : INFO : Epoch 1645 | loss: 0.0312384 | val_loss: 0.0312363 | Time: 5932.82 ms [2021-09-25 20:10:39 main:574] : INFO : Epoch 1646 | loss: 0.0312384 | val_loss: 0.031237 | Time: 5587.02 ms [2021-09-25 20:10:44 main:574] : INFO : Epoch 1647 | loss: 0.0312378 | val_loss: 0.031236 | Time: 5522.54 ms [2021-09-25 20:10:50 main:574] : INFO : Epoch 1648 | loss: 0.0312382 | val_loss: 0.031237 | Time: 5409.93 ms [2021-09-25 20:10:56 main:574] : INFO : Epoch 1649 | loss: 0.0312433 | val_loss: 0.0312399 | Time: 6016.19 ms [2021-09-25 20:11:01 main:574] : INFO : Epoch 1650 | loss: 0.0312396 | val_loss: 0.031237 | Time: 5418.5 ms [2021-09-25 20:11:07 main:574] : INFO : Epoch 1651 | loss: 0.0312387 | val_loss: 0.0312362 | Time: 5509.82 ms [2021-09-25 20:11:12 main:574] : INFO : Epoch 1652 | loss: 0.0312408 | val_loss: 0.0312361 | Time: 5387.01 ms [2021-09-25 20:11:18 main:574] : INFO : Epoch 1653 | loss: 0.031243 | val_loss: 0.0312479 | Time: 5402.8 ms [2021-09-25 20:11:23 main:574] : INFO : Epoch 1654 | loss: 0.0312426 | val_loss: 0.031239 | Time: 5739.33 ms [2021-09-25 20:11:29 main:574] : INFO : Epoch 1655 | loss: 0.0312399 | val_loss: 0.0312381 | Time: 6007.23 ms [2021-09-25 20:11:35 main:574] : INFO : Epoch 1656 | loss: 0.0312411 | val_loss: 0.0312387 | Time: 5670.08 ms [2021-09-25 20:11:41 main:574] : INFO : Epoch 1657 | loss: 0.0312381 | val_loss: 0.0312364 | Time: 5723.42 ms [2021-09-25 20:11:46 main:574] : INFO : Epoch 1658 | loss: 0.0312385 | val_loss: 0.0312368 | Time: 5606.81 ms [2021-09-25 20:11:52 main:574] : INFO : Epoch 1659 | loss: 0.0312378 | val_loss: 0.031236 | Time: 5736.3 ms [2021-09-25 20:11:58 main:574] : INFO : Epoch 1660 | loss: 0.0312385 | val_loss: 0.0312366 | Time: 6261.83 ms [2021-09-25 20:12:04 main:574] : INFO : Epoch 1661 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 5662.24 ms [2021-09-25 20:12:10 main:574] : INFO : Epoch 1662 | loss: 0.031239 | val_loss: 0.0312424 | Time: 5616.39 ms [2021-09-25 20:12:15 main:574] : INFO : Epoch 1663 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 5390.27 ms [2021-09-25 20:12:21 main:574] : INFO : Epoch 1664 | loss: 0.0312412 | val_loss: 0.0312388 | Time: 5496.66 ms [2021-09-25 20:12:26 main:574] : INFO : Epoch 1665 | loss: 0.0312382 | val_loss: 0.0312374 | Time: 5383.45 ms [2021-09-25 20:12:32 main:574] : INFO : Epoch 1666 | loss: 0.031239 | val_loss: 0.031236 | Time: 5568.64 ms [2021-09-25 20:12:37 main:574] : INFO : Epoch 1667 | loss: 0.0312388 | val_loss: 0.0312372 | Time: 5517.28 ms [2021-09-25 20:12:43 main:574] : INFO : Epoch 1668 | loss: 0.0312383 | val_loss: 0.0312384 | Time: 5773.04 ms [2021-09-25 20:12:48 main:574] : INFO : Epoch 1669 | loss: 0.0312385 | val_loss: 0.0312362 | Time: 5354.51 ms [2021-09-25 20:12:53 main:574] : INFO : Epoch 1670 | loss: 0.0312386 | val_loss: 0.0312378 | Time: 5311.91 ms [2021-09-25 20:12:59 main:574] : INFO : Epoch 1671 | loss: 0.0312408 | val_loss: 0.0312363 | Time: 5589.28 ms [2021-09-25 20:13:05 main:574] : INFO : Epoch 1672 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 5447.27 ms [2021-09-25 20:13:10 main:574] : INFO : Epoch 1673 | loss: 0.0312382 | val_loss: 0.0312363 | Time: 5653.03 ms [2021-09-25 20:13:16 main:574] : INFO : Epoch 1674 | loss: 0.0312376 | val_loss: 0.0312375 | Time: 5510.75 ms [2021-09-25 20:13:21 main:574] : INFO : Epoch 1675 | loss: 0.0312382 | val_loss: 0.0312363 | Time: 5451.87 ms [2021-09-25 20:13:27 main:574] : INFO : Epoch 1676 | loss: 0.031238 | val_loss: 0.0312361 | Time: 5761.17 ms [2021-09-25 20:13:32 main:574] : INFO : Epoch 1677 | loss: 0.031239 | val_loss: 0.0312363 | Time: 5462.34 ms [2021-09-25 20:13:38 main:574] : INFO : Epoch 1678 | loss: 0.0312379 | val_loss: 0.0312361 | Time: 5650.66 ms [2021-09-25 20:13:44 main:574] : INFO : Epoch 1679 | loss: 0.0312378 | val_loss: 0.0312361 | Time: 5581.82 ms [2021-09-25 20:13:49 main:574] : INFO : Epoch 1680 | loss: 0.031238 | val_loss: 0.0312359 | Time: 5466.47 ms [2021-09-25 20:13:55 main:574] : INFO : Epoch 1681 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 5644.99 ms [2021-09-25 20:14:00 main:574] : INFO : Epoch 1682 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 5496.22 ms [2021-09-25 20:14:06 main:574] : INFO : Epoch 1683 | loss: 0.0312404 | val_loss: 0.0312365 | Time: 5500.75 ms [2021-09-25 20:14:11 main:574] : INFO : Epoch 1684 | loss: 0.0312377 | val_loss: 0.0312362 | Time: 5711.53 ms [2021-09-25 20:14:17 main:574] : INFO : Epoch 1685 | loss: 0.0312378 | val_loss: 0.0312401 | Time: 5529.89 ms [2021-09-25 20:14:22 main:574] : INFO : Epoch 1686 | loss: 0.0312399 | val_loss: 0.031239 | Time: 5372.42 ms [2021-09-25 20:14:28 main:574] : INFO : Epoch 1687 | loss: 0.0312401 | val_loss: 0.0312381 | Time: 5480.88 ms [2021-09-25 20:14:33 main:574] : INFO : Epoch 1688 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 5577.4 ms [2021-09-25 20:14:39 main:574] : INFO : Epoch 1689 | loss: 0.0312395 | val_loss: 0.0312372 | Time: 5451.06 ms [2021-09-25 20:14:44 main:574] : INFO : Epoch 1690 | loss: 0.0312385 | val_loss: 0.0312365 | Time: 5552.77 ms [2021-09-25 20:14:50 main:574] : INFO : Epoch 1691 | loss: 0.0312391 | val_loss: 0.0312395 | Time: 5627.87 ms [2021-09-25 20:14:56 main:574] : INFO : Epoch 1692 | loss: 0.0312394 | val_loss: 0.0312369 | Time: 5755.04 ms [2021-09-25 20:15:01 main:574] : INFO : Epoch 1693 | loss: 0.031238 | val_loss: 0.0312372 | Time: 5478.73 ms [2021-09-25 20:15:07 main:574] : INFO : Epoch 1694 | loss: 0.0312392 | val_loss: 0.0312392 | Time: 5781.15 ms [2021-09-25 20:15:13 main:574] : INFO : Epoch 1695 | loss: 0.0312392 | val_loss: 0.0312373 | Time: 5579.59 ms [2021-09-25 20:15:19 main:574] : INFO : Epoch 1696 | loss: 0.0312391 | val_loss: 0.0312362 | Time: 5790.03 ms [2021-09-25 20:15:24 main:574] : INFO : Epoch 1697 | loss: 0.0312386 | val_loss: 0.0312362 | Time: 5671.41 ms [2021-09-25 20:15:30 main:574] : INFO : Epoch 1698 | loss: 0.0312383 | val_loss: 0.0312379 | Time: 5450.13 ms [2021-09-25 20:15:35 main:574] : INFO : Epoch 1699 | loss: 0.031239 | val_loss: 0.0312376 | Time: 5493.35 ms [2021-09-25 20:15:41 main:574] : INFO : Epoch 1700 | loss: 0.0312388 | val_loss: 0.0312407 | Time: 5622.68 ms [2021-09-25 20:15:46 main:574] : INFO : Epoch 1701 | loss: 0.0312398 | val_loss: 0.0312367 | Time: 5489.92 ms [2021-09-25 20:15:52 main:574] : INFO : Epoch 1702 | loss: 0.0312385 | val_loss: 0.0312445 | Time: 5712.81 ms [2021-09-25 20:15:58 main:574] : INFO : Epoch 1703 | loss: 0.03124 | val_loss: 0.0312365 | Time: 5676.42 ms [2021-09-25 20:16:04 main:574] : INFO : Epoch 1704 | loss: 0.0312392 | val_loss: 0.0312433 | Time: 5908.07 ms [2021-09-25 20:16:09 main:574] : INFO : Epoch 1705 | loss: 0.0312402 | val_loss: 0.0312394 | Time: 5436.28 ms [2021-09-25 20:16:15 main:574] : INFO : Epoch 1706 | loss: 0.0312403 | val_loss: 0.0312378 | Time: 5512.57 ms [2021-09-25 20:16:20 main:574] : INFO : Epoch 1707 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 5627.63 ms [2021-09-25 20:16:26 main:574] : INFO : Epoch 1708 | loss: 0.03124 | val_loss: 0.0312383 | Time: 5689.03 ms [2021-09-25 20:16:31 main:574] : INFO : Epoch 1709 | loss: 0.0312404 | val_loss: 0.0312478 | Time: 5476.09 ms [2021-09-25 20:16:37 main:574] : INFO : Epoch 1710 | loss: 0.0312449 | val_loss: 0.0312394 | Time: 5653.15 ms [2021-09-25 20:16:43 main:574] : INFO : Epoch 1711 | loss: 0.0312412 | val_loss: 0.0312394 | Time: 5749.75 ms [2021-09-25 20:16:48 main:574] : INFO : Epoch 1712 | loss: 0.0312414 | val_loss: 0.0312376 | Time: 5662.71 ms [2021-09-25 20:16:54 main:574] : INFO : Epoch 1713 | loss: 0.0312406 | val_loss: 0.0312373 | Time: 5568.32 ms [2021-09-25 20:17:00 main:574] : INFO : Epoch 1714 | loss: 0.031238 | val_loss: 0.0312364 | Time: 5643.2 ms [2021-09-25 20:17:05 main:574] : INFO : Epoch 1715 | loss: 0.0312377 | val_loss: 0.0312362 | Time: 5550 ms [2021-09-25 20:17:11 main:574] : INFO : Epoch 1716 | loss: 0.0312378 | val_loss: 0.0312389 | Time: 5323.22 ms [2021-09-25 20:17:17 main:574] : INFO : Epoch 1717 | loss: 0.0312405 | val_loss: 0.0312384 | Time: 6038.26 ms [2021-09-25 20:17:22 main:574] : INFO : Epoch 1718 | loss: 0.0312386 | val_loss: 0.031237 | Time: 5447.38 ms [2021-09-25 20:17:28 main:574] : INFO : Epoch 1719 | loss: 0.0312376 | val_loss: 0.0312368 | Time: 6054.45 ms [2021-09-25 20:17:34 main:574] : INFO : Epoch 1720 | loss: 0.0312387 | val_loss: 0.0312427 | Time: 6066.95 ms [2021-09-25 20:17:40 main:574] : INFO : Epoch 1721 | loss: 0.0312394 | val_loss: 0.0312384 | Time: 5399.3 ms [2021-09-25 20:17:45 main:574] : INFO : Epoch 1722 | loss: 0.0312391 | val_loss: 0.0312364 | Time: 5321.6 ms [2021-09-25 20:17:51 main:574] : INFO : Epoch 1723 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 5722.24 ms [2021-09-25 20:17:56 main:574] : INFO : Epoch 1724 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 5445.39 ms [2021-09-25 20:18:02 main:574] : INFO : Epoch 1725 | loss: 0.0312387 | val_loss: 0.0312362 | Time: 5683.71 ms [2021-09-25 20:18:07 main:574] : INFO : Epoch 1726 | loss: 0.0312383 | val_loss: 0.0312358 | Time: 5356.58 ms [2021-09-25 20:18:12 main:574] : INFO : Epoch 1727 | loss: 0.0312377 | val_loss: 0.0312377 | Time: 5329.68 ms [2021-09-25 20:18:18 main:574] : INFO : Epoch 1728 | loss: 0.0312405 | val_loss: 0.0312396 | Time: 5429.25 ms [2021-09-25 20:18:23 main:574] : INFO : Epoch 1729 | loss: 0.0312424 | val_loss: 0.0312392 | Time: 5377.23 ms [2021-09-25 20:18:29 main:574] : INFO : Epoch 1730 | loss: 0.031239 | val_loss: 0.0312359 | Time: 5563.53 ms [2021-09-25 20:18:34 main:574] : INFO : Epoch 1731 | loss: 0.0312381 | val_loss: 0.0312368 | Time: 5318.23 ms [2021-09-25 20:18:40 main:574] : INFO : Epoch 1732 | loss: 0.0312387 | val_loss: 0.0312368 | Time: 5726.06 ms [2021-09-25 20:18:45 main:574] : INFO : Epoch 1733 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 5492.68 ms [2021-09-25 20:18:51 main:574] : INFO : Epoch 1734 | loss: 0.0312379 | val_loss: 0.03124 | Time: 5571.03 ms [2021-09-25 20:18:56 main:574] : INFO : Epoch 1735 | loss: 0.0312399 | val_loss: 0.031237 | Time: 5463.66 ms [2021-09-25 20:19:02 main:574] : INFO : Epoch 1736 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 5652.95 ms [2021-09-25 20:19:07 main:574] : INFO : Epoch 1737 | loss: 0.0312413 | val_loss: 0.0312363 | Time: 5287.58 ms [2021-09-25 20:19:13 main:574] : INFO : Epoch 1738 | loss: 0.03124 | val_loss: 0.0312358 | Time: 5245.29 ms [2021-09-25 20:19:18 main:574] : INFO : Epoch 1739 | loss: 0.0312381 | val_loss: 0.0312371 | Time: 5766.01 ms [2021-09-25 20:19:24 main:574] : INFO : Epoch 1740 | loss: 0.031239 | val_loss: 0.0312366 | Time: 5580.03 ms [2021-09-25 20:19:30 main:574] : INFO : Epoch 1741 | loss: 0.0312392 | val_loss: 0.0312395 | Time: 5911.92 ms [2021-09-25 20:19:35 main:574] : INFO : Epoch 1742 | loss: 0.0312388 | val_loss: 0.0312358 | Time: 5522.07 ms [2021-09-25 20:19:41 main:574] : INFO : Epoch 1743 | loss: 0.031238 | val_loss: 0.0312359 | Time: 5705.49 ms [2021-09-25 20:19:47 main:574] : INFO : Epoch 1744 | loss: 0.031238 | val_loss: 0.0312376 | Time: 5469.82 ms [2021-09-25 20:19:52 main:574] : INFO : Epoch 1745 | loss: 0.0312391 | val_loss: 0.0312371 | Time: 5561.81 ms [2021-09-25 20:19:58 main:574] : INFO : Epoch 1746 | loss: 0.0312381 | val_loss: 0.0312365 | Time: 5688.32 ms [2021-09-25 20:20:03 main:574] : INFO : Epoch 1747 | loss: 0.031238 | val_loss: 0.0312359 | Time: 5556 ms [2021-09-25 20:20:09 main:574] : INFO : Epoch 1748 | loss: 0.0312377 | val_loss: 0.0312371 | Time: 5525.18 ms [2021-09-25 20:20:14 main:574] : INFO : Epoch 1749 | loss: 0.0312381 | val_loss: 0.0312381 | Time: 5534.97 ms [2021-09-25 20:20:20 main:574] : INFO : Epoch 1750 | loss: 0.0312377 | val_loss: 0.031237 | Time: 5766.48 ms [2021-09-25 20:20:26 main:574] : INFO : Epoch 1751 | loss: 0.0312379 | val_loss: 0.0312369 | Time: 5375.84 ms [2021-09-25 20:20:31 main:574] : INFO : Epoch 1752 | loss: 0.031238 | val_loss: 0.0312365 | Time: 5373.22 ms [2021-09-25 20:20:37 main:574] : INFO : Epoch 1753 | loss: 0.0312376 | val_loss: 0.0312363 | Time: 5607.72 ms [2021-09-25 20:20:42 main:574] : INFO : Epoch 1754 | loss: 0.0312377 | val_loss: 0.0312359 | Time: 5363.73 ms [2021-09-25 20:20:48 main:574] : INFO : Epoch 1755 | loss: 0.03124 | val_loss: 0.0312394 | Time: 5698.17 ms [2021-09-25 20:20:53 main:574] : INFO : Epoch 1756 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 5535.49 ms [2021-09-25 20:20:59 main:574] : INFO : Epoch 1757 | loss: 0.0312397 | val_loss: 0.0312391 | Time: 5498.35 ms [2021-09-25 20:21:04 main:574] : INFO : Epoch 1758 | loss: 0.0312389 | val_loss: 0.0312357 | Time: 5518.96 ms [2021-09-25 20:21:10 main:574] : INFO : Epoch 1759 | loss: 0.0312378 | val_loss: 0.0312353 | Time: 5532.07 ms [2021-09-25 20:21:15 main:574] : INFO : Epoch 1760 | loss: 0.0312384 | val_loss: 0.0312356 | Time: 5554.6 ms [2021-09-25 20:21:21 main:574] : INFO : Epoch 1761 | loss: 0.0312403 | val_loss: 0.0312383 | Time: 5749.08 ms [2021-09-25 20:21:27 main:574] : INFO : Epoch 1762 | loss: 0.0312389 | val_loss: 0.0312374 | Time: 5585.38 ms [2021-09-25 20:21:32 main:574] : INFO : Epoch 1763 | loss: 0.0312379 | val_loss: 0.0312355 | Time: 5285.23 ms [2021-09-25 20:21:37 main:574] : INFO : Epoch 1764 | loss: 0.0312389 | val_loss: 0.0312374 | Time: 5513.58 ms [2021-09-25 20:21:43 main:574] : INFO : Epoch 1765 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 5735.82 ms [2021-09-25 20:21:49 main:574] : INFO : Epoch 1766 | loss: 0.0312376 | val_loss: 0.0312358 | Time: 5535.19 ms [2021-09-25 20:21:54 main:574] : INFO : Epoch 1767 | loss: 0.0312384 | val_loss: 0.0312358 | Time: 5676.36 ms [2021-09-25 20:22:00 main:574] : INFO : Epoch 1768 | loss: 0.0312379 | val_loss: 0.0312356 | Time: 5765.1 ms [2021-09-25 20:22:06 main:574] : INFO : Epoch 1769 | loss: 0.0312399 | val_loss: 0.0312411 | Time: 5891.24 ms [2021-09-25 20:22:12 main:574] : INFO : Epoch 1770 | loss: 0.0312392 | val_loss: 0.0312359 | Time: 5559.39 ms [2021-09-25 20:22:17 main:574] : INFO : Epoch 1771 | loss: 0.0312395 | val_loss: 0.031239 | Time: 5605.76 ms [2021-09-25 20:22:23 main:574] : INFO : Epoch 1772 | loss: 0.0312414 | val_loss: 0.0312364 | Time: 5344.54 ms [2021-09-25 20:22:28 main:574] : INFO : Epoch 1773 | loss: 0.0312391 | val_loss: 0.0312353 | Time: 5469.42 ms [2021-09-25 20:22:34 main:574] : INFO : Epoch 1774 | loss: 0.0312379 | val_loss: 0.0312363 | Time: 5484.72 ms [2021-09-25 20:22:39 main:574] : INFO : Epoch 1775 | loss: 0.0312381 | val_loss: 0.0312411 | Time: 5470.14 ms [2021-09-25 20:22:45 main:574] : INFO : Epoch 1776 | loss: 0.03124 | val_loss: 0.0312355 | Time: 5890.47 ms [2021-09-25 20:22:50 main:574] : INFO : Epoch 1777 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 5330.77 ms [2021-09-25 20:22:56 main:574] : INFO : Epoch 1778 | loss: 0.0312381 | val_loss: 0.0312371 | Time: 5626.68 ms [2021-09-25 20:23:01 main:574] : INFO : Epoch 1779 | loss: 0.0312379 | val_loss: 0.0312358 | Time: 5450.55 ms [2021-09-25 20:23:07 main:574] : INFO : Epoch 1780 | loss: 0.0312382 | val_loss: 0.031236 | Time: 5653.26 ms [2021-09-25 20:23:13 main:574] : INFO : Epoch 1781 | loss: 0.0312379 | val_loss: 0.0312357 | Time: 5480.55 ms [2021-09-25 20:23:18 main:574] : INFO : Epoch 1782 | loss: 0.0312382 | val_loss: 0.0312356 | Time: 5740.71 ms [2021-09-25 20:23:24 main:574] : INFO : Epoch 1783 | loss: 0.0312374 | val_loss: 0.0312355 | Time: 5517.39 ms [2021-09-25 20:23:30 main:574] : INFO : Epoch 1784 | loss: 0.0312374 | val_loss: 0.0312379 | Time: 5935.03 ms [2021-09-25 20:23:35 main:574] : INFO : Epoch 1785 | loss: 0.0312397 | val_loss: 0.031237 | Time: 5515.75 ms [2021-09-25 20:23:41 main:574] : INFO : Epoch 1786 | loss: 0.0312402 | val_loss: 0.0312374 | Time: 5530.62 ms [2021-09-25 20:23:47 main:574] : INFO : Epoch 1787 | loss: 0.0312386 | val_loss: 0.031236 | Time: 5842.98 ms [2021-09-25 20:23:52 main:574] : INFO : Epoch 1788 | loss: 0.0312376 | val_loss: 0.0312352 | Time: 5541.1 ms [2021-09-25 20:23:58 main:574] : INFO : Epoch 1789 | loss: 0.0312381 | val_loss: 0.0312363 | Time: 5569.78 ms [2021-09-25 20:24:03 main:574] : INFO : Epoch 1790 | loss: 0.0312397 | val_loss: 0.0312412 | Time: 5487.86 ms [2021-09-25 20:24:09 main:574] : INFO : Epoch 1791 | loss: 0.0312391 | val_loss: 0.0312358 | Time: 5571.27 ms [2021-09-25 20:24:15 main:574] : INFO : Epoch 1792 | loss: 0.0312392 | val_loss: 0.0312357 | Time: 5711.28 ms [2021-09-25 20:24:20 main:574] : INFO : Epoch 1793 | loss: 0.0312386 | val_loss: 0.0312356 | Time: 5406.31 ms [2021-09-25 20:24:25 main:574] : INFO : Epoch 1794 | loss: 0.0312381 | val_loss: 0.0312386 | Time: 5315.74 ms [2021-09-25 20:24:31 main:574] : INFO : Epoch 1795 | loss: 0.0312401 | val_loss: 0.0312377 | Time: 5619.4 ms [2021-09-25 20:24:36 main:574] : INFO : Epoch 1796 | loss: 0.0312387 | val_loss: 0.0312362 | Time: 5484.84 ms [2021-09-25 20:24:42 main:574] : INFO : Epoch 1797 | loss: 0.0312396 | val_loss: 0.0312377 | Time: 5903.41 ms [2021-09-25 20:24:48 main:574] : INFO : Epoch 1798 | loss: 0.031238 | val_loss: 0.0312357 | Time: 5629.77 ms [2021-09-25 20:24:54 main:574] : INFO : Epoch 1799 | loss: 0.0312385 | val_loss: 0.0312412 | Time: 5665.11 ms [2021-09-25 20:24:59 main:574] : INFO : Epoch 1800 | loss: 0.0312397 | val_loss: 0.0312357 | Time: 5453.42 ms [2021-09-25 20:25:05 main:574] : INFO : Epoch 1801 | loss: 0.0312389 | val_loss: 0.0312357 | Time: 5451.94 ms [2021-09-25 20:25:10 main:574] : INFO : Epoch 1802 | loss: 0.0312381 | val_loss: 0.0312362 | Time: 5648.85 ms [2021-09-25 20:25:16 main:574] : INFO : Epoch 1803 | loss: 0.0312382 | val_loss: 0.0312367 | Time: 5734.57 ms [2021-09-25 20:25:21 main:574] : INFO : Epoch 1804 | loss: 0.0312376 | val_loss: 0.031235 | Time: 5518.03 ms [2021-09-25 20:25:27 main:574] : INFO : Epoch 1805 | loss: 0.0312384 | val_loss: 0.0312354 | Time: 5866.11 ms [2021-09-25 20:25:33 main:574] : INFO : Epoch 1806 | loss: 0.0312407 | val_loss: 0.0312378 | Time: 5400.19 ms [2021-09-25 20:25:38 main:574] : INFO : Epoch 1807 | loss: 0.031238 | val_loss: 0.0312352 | Time: 5559.23 ms [2021-09-25 20:25:44 main:574] : INFO : Epoch 1808 | loss: 0.0312384 | val_loss: 0.031236 | Time: 5763.01 ms [2021-09-25 20:25:49 main:574] : INFO : Epoch 1809 | loss: 0.0312389 | val_loss: 0.0312356 | Time: 5451.52 ms [2021-09-25 20:25:55 main:574] : INFO : Epoch 1810 | loss: 0.0312373 | val_loss: 0.0312352 | Time: 5500.2 ms [2021-09-25 20:26:00 main:574] : INFO : Epoch 1811 | loss: 0.0312383 | val_loss: 0.0312362 | Time: 5482.84 ms [2021-09-25 20:26:06 main:574] : INFO : Epoch 1812 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 5434.93 ms [2021-09-25 20:26:11 main:574] : INFO : Epoch 1813 | loss: 0.0312375 | val_loss: 0.0312358 | Time: 5270.89 ms [2021-09-25 20:26:17 main:574] : INFO : Epoch 1814 | loss: 0.031238 | val_loss: 0.0312355 | Time: 5565.6 ms [2021-09-25 20:26:22 main:574] : INFO : Epoch 1815 | loss: 0.031238 | val_loss: 0.0312389 | Time: 5650.99 ms [2021-09-25 20:26:28 main:574] : INFO : Epoch 1816 | loss: 0.0312377 | val_loss: 0.0312354 | Time: 5640.8 ms [2021-09-25 20:26:33 main:574] : INFO : Epoch 1817 | loss: 0.0312383 | val_loss: 0.0312356 | Time: 5274.35 ms [2021-09-25 20:26:39 main:574] : INFO : Epoch 1818 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 5352.6 ms [2021-09-25 20:26:44 main:574] : INFO : Epoch 1819 | loss: 0.0312375 | val_loss: 0.0312356 | Time: 5753.93 ms [2021-09-25 20:26:50 main:574] : INFO : Epoch 1820 | loss: 0.0312371 | val_loss: 0.0312355 | Time: 5752.48 ms [2021-09-25 20:26:56 main:574] : INFO : Epoch 1821 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 5592.4 ms [2021-09-25 20:27:01 main:574] : INFO : Epoch 1822 | loss: 0.0312379 | val_loss: 0.0312351 | Time: 5430.52 ms [2021-09-25 20:27:07 main:574] : INFO : Epoch 1823 | loss: 0.0312377 | val_loss: 0.0312374 | Time: 5448.8 ms [2021-09-25 20:27:12 main:574] : INFO : Epoch 1824 | loss: 0.0312389 | val_loss: 0.0312348 | Time: 5575.15 ms [2021-09-25 20:27:18 main:574] : INFO : Epoch 1825 | loss: 0.0312382 | val_loss: 0.0312355 | Time: 5746.77 ms [2021-09-25 20:27:24 main:574] : INFO : Epoch 1826 | loss: 0.0312378 | val_loss: 0.0312352 | Time: 5571.32 ms [2021-09-25 20:27:29 main:574] : INFO : Epoch 1827 | loss: 0.0312373 | val_loss: 0.0312352 | Time: 5230.16 ms [2021-09-25 20:27:34 main:574] : INFO : Epoch 1828 | loss: 0.0312375 | val_loss: 0.0312346 | Time: 5596.92 ms [2021-09-25 20:27:40 main:574] : INFO : Epoch 1829 | loss: 0.0312383 | val_loss: 0.0312347 | Time: 5599.63 ms [2021-09-25 20:27:46 main:574] : INFO : Epoch 1830 | loss: 0.0312387 | val_loss: 0.0312348 | Time: 5679.84 ms [2021-09-25 20:27:51 main:574] : INFO : Epoch 1831 | loss: 0.0312373 | val_loss: 0.0312353 | Time: 5483.59 ms [2021-09-25 20:27:56 main:574] : INFO : Epoch 1832 | loss: 0.0312389 | val_loss: 0.031236 | Time: 5225.73 ms [2021-09-25 20:28:02 main:574] : INFO : Epoch 1833 | loss: 0.0312373 | val_loss: 0.0312346 | Time: 5482 ms [2021-09-25 20:28:08 main:574] : INFO : Epoch 1834 | loss: 0.0312375 | val_loss: 0.0312372 | Time: 5850.09 ms [2021-09-25 20:28:13 main:574] : INFO : Epoch 1835 | loss: 0.0312378 | val_loss: 0.0312358 | Time: 5392.19 ms [2021-09-25 20:28:19 main:574] : INFO : Epoch 1836 | loss: 0.0312384 | val_loss: 0.0312354 | Time: 5341.2 ms [2021-09-25 20:28:24 main:574] : INFO : Epoch 1837 | loss: 0.0312377 | val_loss: 0.031235 | Time: 5516.76 ms [2021-09-25 20:28:30 main:574] : INFO : Epoch 1838 | loss: 0.0312374 | val_loss: 0.0312351 | Time: 5753.07 ms [2021-09-25 20:28:36 main:574] : INFO : Epoch 1839 | loss: 0.0312377 | val_loss: 0.031235 | Time: 5715.6 ms [2021-09-25 20:28:41 main:574] : INFO : Epoch 1840 | loss: 0.0312372 | val_loss: 0.0312349 | Time: 5787.54 ms [2021-09-25 20:28:47 main:574] : INFO : Epoch 1841 | loss: 0.0312376 | val_loss: 0.0312357 | Time: 5544.65 ms [2021-09-25 20:28:53 main:574] : INFO : Epoch 1842 | loss: 0.0312371 | val_loss: 0.0312353 | Time: 5645.08 ms [2021-09-25 20:28:58 main:574] : INFO : Epoch 1843 | loss: 0.031237 | val_loss: 0.0312353 | Time: 5262.77 ms [2021-09-25 20:29:03 main:574] : INFO : Epoch 1844 | loss: 0.0312372 | val_loss: 0.0312352 | Time: 5379.45 ms [2021-09-25 20:29:09 main:574] : INFO : Epoch 1845 | loss: 0.0312371 | val_loss: 0.0312342 | Time: 5520.02 ms [2021-09-25 20:29:14 main:574] : INFO : Epoch 1846 | loss: 0.0315686 | val_loss: 0.0687278 | Time: 5598.38 ms [2021-09-25 20:29:20 main:574] : INFO : Epoch 1847 | loss: 0.0421496 | val_loss: 0.032179 | Time: 5508.01 ms [2021-09-25 20:29:25 main:574] : INFO : Epoch 1848 | loss: 0.0320219 | val_loss: 0.0317447 | Time: 5410.73 ms [2021-09-25 20:29:31 main:574] : INFO : Epoch 1849 | loss: 0.0314116 | val_loss: 0.0313201 | Time: 5752.9 ms [2021-09-25 20:29:37 main:574] : INFO : Epoch 1850 | loss: 0.0312749 | val_loss: 0.0312479 | Time: 5795.93 ms [2021-09-25 20:29:42 main:574] : INFO : Epoch 1851 | loss: 0.0312475 | val_loss: 0.0312428 | Time: 5699.74 ms [2021-09-25 20:29:48 main:574] : INFO : Epoch 1852 | loss: 0.031242 | val_loss: 0.031239 | Time: 5492.51 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650) [2021-09-25 20:52:05 main:435] : INFO : Set logging level to 1 [2021-09-25 20:52:05 main:441] : INFO : Running in BOINC Client mode [2021-09-25 20:52:05 main:444] : INFO : Resolving all filenames [2021-09-25 20:52:06 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-25 20:52:06 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734460-32427-1_0_r787541002_1 (exists = 1) [2021-09-25 20:52:06 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734460-32427-1_0_r787541002_0 (exists = 0) [2021-09-25 20:52:06 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734460-32427-1 (exists = 1) [2021-09-25 20:52:06 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-25 20:52:06 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-25 20:52:06 main:474] : INFO : Configuration: [2021-09-25 20:52:06 main:475] : INFO : Model type: GRU [2021-09-25 20:52:06 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-25 20:52:06 main:477] : INFO : Max Epochs: 2048 [2021-09-25 20:52:06 main:478] : INFO : Batch Size: 128 [2021-09-25 20:52:06 main:479] : INFO : Learning Rate: 0.01 [2021-09-25 20:52:06 main:480] : INFO : Patience: 10 [2021-09-25 20:52:06 main:481] : INFO : Hidden Width: 12 [2021-09-25 20:52:06 main:482] : INFO : # Recurrent Layers: 4 [2021-09-25 20:52:06 main:483] : INFO : # Backend Layers: 4 [2021-09-25 20:52:06 main:484] : INFO : # Threads: 1 [2021-09-25 20:52:06 main:486] : INFO : Preparing Dataset [2021-09-25 20:52:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-25 20:52:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-25 20:52:08 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-25 20:52:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-25 20:52:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-25 20:52:08 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-25 20:52:08 main:494] : INFO : Creating Model [2021-09-25 20:52:08 main:507] : INFO : Preparing config file [2021-09-25 20:52:08 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-25 20:52:08 main:512] : INFO : Loading config [2021-09-25 20:52:08 main:514] : INFO : Loading state [2021-09-25 20:52:09 main:559] : INFO : Loading DataLoader into Memory [2021-09-25 20:52:09 main:562] : INFO : Starting Training [2021-09-25 20:52:15 main:574] : INFO : Epoch 1849 | loss: 0.0316053 | val_loss: 0.0312947 | Time: 5484.95 ms [2021-09-25 20:52:20 main:574] : INFO : Epoch 1850 | loss: 0.0312693 | val_loss: 0.03125 | Time: 5278.49 ms [2021-09-25 20:52:25 main:574] : INFO : Epoch 1851 | loss: 0.0312472 | val_loss: 0.0312407 | Time: 5236.24 ms [2021-09-25 20:52:31 main:574] : INFO : Epoch 1852 | loss: 0.0312387 | val_loss: 0.0312342 | Time: 5298.23 ms [2021-09-25 20:52:36 main:574] : INFO : Epoch 1853 | loss: 0.0312346 | val_loss: 0.0312299 | Time: 5265.54 ms [2021-09-25 20:52:41 main:574] : INFO : Epoch 1854 | loss: 0.0312292 | val_loss: 0.031227 | Time: 5402.7 ms [2021-09-25 20:52:47 main:574] : INFO : Epoch 1855 | loss: 0.0312265 | val_loss: 0.0312223 | Time: 5268.61 ms [2021-09-25 20:52:52 main:574] : INFO : Epoch 1856 | loss: 0.0312252 | val_loss: 0.0312213 | Time: 5058.86 ms [2021-09-25 20:52:57 main:574] : INFO : Epoch 1857 | loss: 0.0312235 | val_loss: 0.0312218 | Time: 5030.29 ms [2021-09-25 20:53:02 main:574] : INFO : Epoch 1858 | loss: 0.0312229 | val_loss: 0.0312171 | Time: 5318.02 ms [2021-09-25 20:53:07 main:574] : INFO : Epoch 1859 | loss: 0.0312212 | val_loss: 0.0312168 | Time: 5228.87 ms [2021-09-25 20:53:13 main:574] : INFO : Epoch 1860 | loss: 0.0312191 | val_loss: 0.0312167 | Time: 5403.6 ms [2021-09-25 20:53:18 main:574] : INFO : Epoch 1861 | loss: 0.0312193 | val_loss: 0.0312154 | Time: 5386.05 ms [2021-09-25 20:53:23 main:574] : INFO : Epoch 1862 | loss: 0.0312186 | val_loss: 0.031216 | Time: 5273.45 ms [2021-09-25 20:53:28 main:574] : INFO : Epoch 1863 | loss: 0.0312218 | val_loss: 0.0312305 | Time: 5183.48 ms [2021-09-25 20:53:34 main:574] : INFO : Epoch 1864 | loss: 0.031231 | val_loss: 0.0312324 | Time: 5306.18 ms [2021-09-25 20:53:39 main:574] : INFO : Epoch 1865 | loss: 0.0312302 | val_loss: 0.031228 | Time: 5222.73 ms [2021-09-25 20:53:44 main:574] : INFO : Epoch 1866 | loss: 0.0312279 | val_loss: 0.0312218 | Time: 4972.55 ms [2021-09-25 20:53:49 main:574] : INFO : Epoch 1867 | loss: 0.0312239 | val_loss: 0.0312244 | Time: 5092.62 ms [2021-09-25 20:53:54 main:574] : INFO : Epoch 1868 | loss: 0.0312265 | val_loss: 0.0312229 | Time: 5107.56 ms [2021-09-25 20:54:00 main:574] : INFO : Epoch 1869 | loss: 0.0312249 | val_loss: 0.0312247 | Time: 5426.47 ms [2021-09-25 20:54:05 main:574] : INFO : Epoch 1870 | loss: 0.0312259 | val_loss: 0.0312273 | Time: 5198.55 ms [2021-09-25 20:54:10 main:574] : INFO : Epoch 1871 | loss: 0.0312247 | val_loss: 0.0312234 | Time: 5053.74 ms [2021-09-25 20:54:15 main:574] : INFO : Epoch 1872 | loss: 0.0312252 | val_loss: 0.0312243 | Time: 5235.4 ms [2021-09-25 20:54:20 main:574] : INFO : Epoch 1873 | loss: 0.0312245 | val_loss: 0.0312296 | Time: 5327.31 ms [2021-09-25 20:54:26 main:574] : INFO : Epoch 1874 | loss: 0.0312281 | val_loss: 0.0312325 | Time: 5419.83 ms [2021-09-25 20:54:31 main:574] : INFO : Epoch 1875 | loss: 0.0312351 | val_loss: 0.0312334 | Time: 5263.45 ms [2021-09-25 20:54:36 main:574] : INFO : Epoch 1876 | loss: 0.0312363 | val_loss: 0.0312335 | Time: 5347.95 ms [2021-09-25 20:54:42 main:574] : INFO : Epoch 1877 | loss: 0.0312338 | val_loss: 0.0312348 | Time: 5703.07 ms [2021-09-25 20:54:47 main:574] : INFO : Epoch 1878 | loss: 0.0312404 | val_loss: 0.0312459 | Time: 5293.98 ms [2021-09-25 20:54:52 main:574] : INFO : Epoch 1879 | loss: 0.0312466 | val_loss: 0.0312438 | Time: 5029.93 ms [2021-09-25 20:54:58 main:574] : INFO : Epoch 1880 | loss: 0.031242 | val_loss: 0.031238 | Time: 5448.01 ms [2021-09-25 20:55:03 main:574] : INFO : Epoch 1881 | loss: 0.0312393 | val_loss: 0.0312361 | Time: 5285.49 ms [2021-09-25 20:55:08 main:574] : INFO : Epoch 1882 | loss: 0.0312367 | val_loss: 0.0312335 | Time: 5083.23 ms [2021-09-25 20:55:14 main:574] : INFO : Epoch 1883 | loss: 0.031236 | val_loss: 0.0312342 | Time: 5323.58 ms [2021-09-25 20:55:19 main:574] : INFO : Epoch 1884 | loss: 0.0312359 | val_loss: 0.0312316 | Time: 5309.57 ms [2021-09-25 20:55:24 main:574] : INFO : Epoch 1885 | loss: 0.0312349 | val_loss: 0.0312323 | Time: 5266.99 ms [2021-09-25 20:55:29 main:574] : INFO : Epoch 1886 | loss: 0.0312344 | val_loss: 0.0312312 | Time: 5224.31 ms [2021-09-25 20:55:35 main:574] : INFO : Epoch 1887 | loss: 0.0312343 | val_loss: 0.0312313 | Time: 5157.67 ms [2021-09-25 20:55:40 main:574] : INFO : Epoch 1888 | loss: 0.0312337 | val_loss: 0.0312304 | Time: 5237.56 ms [2021-09-25 20:55:45 main:574] : INFO : Epoch 1889 | loss: 0.0312329 | val_loss: 0.0312321 | Time: 5409.99 ms [2021-09-25 20:55:51 main:574] : INFO : Epoch 1890 | loss: 0.0312329 | val_loss: 0.0312311 | Time: 5693.17 ms [2021-09-25 20:55:56 main:574] : INFO : Epoch 1891 | loss: 0.0312308 | val_loss: 0.03123 | Time: 5098.25 ms [2021-09-25 20:56:01 main:574] : INFO : Epoch 1892 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 5363.36 ms [2021-09-25 20:56:07 main:574] : INFO : Epoch 1893 | loss: 0.0312329 | val_loss: 0.0312336 | Time: 5074.06 ms [2021-09-25 20:56:12 main:574] : INFO : Epoch 1894 | loss: 0.0312326 | val_loss: 0.0312301 | Time: 5402.53 ms [2021-09-25 20:56:17 main:574] : INFO : Epoch 1895 | loss: 0.0312321 | val_loss: 0.0312298 | Time: 5115.95 ms [2021-09-25 20:56:22 main:574] : INFO : Epoch 1896 | loss: 0.0312323 | val_loss: 0.0312319 | Time: 5262.55 ms [2021-09-25 20:56:27 main:574] : INFO : Epoch 1897 | loss: 0.0312311 | val_loss: 0.0312289 | Time: 5061.42 ms [2021-09-25 20:56:33 main:574] : INFO : Epoch 1898 | loss: 0.0312329 | val_loss: 0.0312321 | Time: 5182.41 ms [2021-09-25 20:56:38 main:574] : INFO : Epoch 1899 | loss: 0.0312312 | val_loss: 0.031229 | Time: 5260.57 ms [2021-09-25 20:56:43 main:574] : INFO : Epoch 1900 | loss: 0.0312301 | val_loss: 0.0312306 | Time: 5106.01 ms [2021-09-25 20:56:48 main:574] : INFO : Epoch 1901 | loss: 0.0312309 | val_loss: 0.0312304 | Time: 5255.95 ms [2021-09-25 20:56:54 main:574] : INFO : Epoch 1902 | loss: 0.03123 | val_loss: 0.0312299 | Time: 5313.74 ms [2021-09-25 20:56:59 main:574] : INFO : Epoch 1903 | loss: 0.0312296 | val_loss: 0.031228 | Time: 5119.16 ms [2021-09-25 20:57:04 main:574] : INFO : Epoch 1904 | loss: 0.0312286 | val_loss: 0.0312282 | Time: 5272.04 ms [2021-09-25 20:57:09 main:574] : INFO : Epoch 1905 | loss: 0.0312307 | val_loss: 0.0312296 | Time: 5302.43 ms [2021-09-25 20:57:14 main:574] : INFO : Epoch 1906 | loss: 0.0312294 | val_loss: 0.0312281 | Time: 5064 ms [2021-09-25 20:57:20 main:574] : INFO : Epoch 1907 | loss: 0.031229 | val_loss: 0.0312286 | Time: 5224.8 ms [2021-09-25 20:57:25 main:574] : INFO : Epoch 1908 | loss: 0.0312304 | val_loss: 0.0312281 | Time: 5303.65 ms [2021-09-25 20:57:30 main:574] : INFO : Epoch 1909 | loss: 0.0312291 | val_loss: 0.0312317 | Time: 5151.45 ms [2021-09-25 20:57:36 main:574] : INFO : Epoch 1910 | loss: 0.0312291 | val_loss: 0.0312279 | Time: 5593.81 ms [2021-09-25 20:57:41 main:574] : INFO : Epoch 1911 | loss: 0.031231 | val_loss: 0.0312286 | Time: 5064.43 ms [2021-09-25 20:57:46 main:574] : INFO : Epoch 1912 | loss: 0.0312302 | val_loss: 0.0312294 | Time: 5132.74 ms [2021-09-25 20:57:51 main:574] : INFO : Epoch 1913 | loss: 0.0312287 | val_loss: 0.0312287 | Time: 5229.24 ms [2021-09-25 20:57:56 main:574] : INFO : Epoch 1914 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 5095.5 ms [2021-09-25 20:58:01 main:574] : INFO : Epoch 1915 | loss: 0.0312276 | val_loss: 0.0312278 | Time: 5114 ms [2021-09-25 20:58:07 main:574] : INFO : Epoch 1916 | loss: 0.0312283 | val_loss: 0.031229 | Time: 5242.94 ms [2021-09-25 20:58:12 main:574] : INFO : Epoch 1917 | loss: 0.0312281 | val_loss: 0.0312267 | Time: 5412.78 ms [2021-09-25 20:58:17 main:574] : INFO : Epoch 1918 | loss: 0.0312275 | val_loss: 0.0312273 | Time: 5179.58 ms [2021-09-25 20:58:22 main:574] : INFO : Epoch 1919 | loss: 0.0312287 | val_loss: 0.0312288 | Time: 5045.64 ms [2021-09-25 20:58:27 main:574] : INFO : Epoch 1920 | loss: 0.0312279 | val_loss: 0.0312289 | Time: 5206.94 ms [2021-09-25 20:58:33 main:574] : INFO : Epoch 1921 | loss: 0.0312275 | val_loss: 0.0312305 | Time: 5275.53 ms [2021-09-25 20:58:38 main:574] : INFO : Epoch 1922 | loss: 0.0312297 | val_loss: 0.0312318 | Time: 5096.69 ms [2021-09-25 20:58:43 main:574] : INFO : Epoch 1923 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 5143.27 ms [2021-09-25 20:58:48 main:574] : INFO : Epoch 1924 | loss: 0.0312294 | val_loss: 0.0312296 | Time: 5302.74 ms [2021-09-25 20:58:54 main:574] : INFO : Epoch 1925 | loss: 0.0312271 | val_loss: 0.0312277 | Time: 5426.76 ms [2021-09-25 20:58:59 main:574] : INFO : Epoch 1926 | loss: 0.0312267 | val_loss: 0.0312279 | Time: 5161.29 ms [2021-09-25 20:59:04 main:574] : INFO : Epoch 1927 | loss: 0.0312278 | val_loss: 0.031229 | Time: 5320.45 ms [2021-09-25 20:59:09 main:574] : INFO : Epoch 1928 | loss: 0.0312269 | val_loss: 0.0312298 | Time: 5309.21 ms [2021-09-25 20:59:15 main:574] : INFO : Epoch 1929 | loss: 0.031227 | val_loss: 0.031228 | Time: 5471.11 ms [2021-09-25 20:59:20 main:574] : INFO : Epoch 1930 | loss: 0.0312272 | val_loss: 0.0312288 | Time: 5423.98 ms [2021-09-25 20:59:26 main:574] : INFO : Epoch 1931 | loss: 0.0312308 | val_loss: 0.0312321 | Time: 5151.11 ms [2021-09-25 20:59:31 main:574] : INFO : Epoch 1932 | loss: 0.0312289 | val_loss: 0.0312285 | Time: 5487.82 ms [2021-09-25 20:59:36 main:574] : INFO : Epoch 1933 | loss: 0.0312279 | val_loss: 0.0312276 | Time: 5320.38 ms [2021-09-25 20:59:41 main:574] : INFO : Epoch 1934 | loss: 0.0312267 | val_loss: 0.0312273 | Time: 5009.15 ms [2021-09-25 20:59:47 main:574] : INFO : Epoch 1935 | loss: 0.0312268 | val_loss: 0.0312267 | Time: 5180.07 ms [2021-09-25 20:59:52 main:574] : INFO : Epoch 1936 | loss: 0.0312268 | val_loss: 0.0312283 | Time: 5282.98 ms [2021-09-25 20:59:57 main:574] : INFO : Epoch 1937 | loss: 0.0312285 | val_loss: 0.0312284 | Time: 5209 ms [2021-09-25 21:00:02 main:574] : INFO : Epoch 1938 | loss: 0.0312272 | val_loss: 0.0312302 | Time: 5420.2 ms [2021-09-25 21:00:08 main:574] : INFO : Epoch 1939 | loss: 0.031227 | val_loss: 0.0312278 | Time: 5053.6 ms [2021-09-25 21:00:13 main:574] : INFO : Epoch 1940 | loss: 0.0312252 | val_loss: 0.0312278 | Time: 5109.9 ms [2021-09-25 21:00:18 main:574] : INFO : Epoch 1941 | loss: 0.0312267 | val_loss: 0.0312296 | Time: 5211.1 ms [2021-09-25 21:00:23 main:574] : INFO : Epoch 1942 | loss: 0.0312278 | val_loss: 0.0312306 | Time: 5467.32 ms [2021-09-25 21:00:29 main:574] : INFO : Epoch 1943 | loss: 0.0312279 | val_loss: 0.0312308 | Time: 5301.2 ms [2021-09-25 21:00:34 main:574] : INFO : Epoch 1944 | loss: 0.0312272 | val_loss: 0.0312288 | Time: 5167.16 ms [2021-09-25 21:00:39 main:574] : INFO : Epoch 1945 | loss: 0.0312264 | val_loss: 0.0312276 | Time: 5244.34 ms [2021-09-25 21:00:44 main:574] : INFO : Epoch 1946 | loss: 0.031226 | val_loss: 0.0312283 | Time: 4988.65 ms [2021-09-25 21:00:50 main:574] : INFO : Epoch 1947 | loss: 0.0312269 | val_loss: 0.0312291 | Time: 5555.87 ms [2021-09-25 21:00:55 main:574] : INFO : Epoch 1948 | loss: 0.0312286 | val_loss: 0.0312279 | Time: 5046.77 ms [2021-09-25 21:01:00 main:574] : INFO : Epoch 1949 | loss: 0.0312252 | val_loss: 0.0312274 | Time: 5479.52 ms [2021-09-25 21:01:06 main:574] : INFO : Epoch 1950 | loss: 0.0312249 | val_loss: 0.0312275 | Time: 5712.78 ms [2021-09-25 21:01:11 main:574] : INFO : Epoch 1951 | loss: 0.0312261 | val_loss: 0.0312284 | Time: 5098.96 ms [2021-09-25 21:01:16 main:574] : INFO : Epoch 1952 | loss: 0.0312252 | val_loss: 0.0312269 | Time: 5396.78 ms [2021-09-25 21:01:21 main:574] : INFO : Epoch 1953 | loss: 0.0312248 | val_loss: 0.0312316 | Time: 5119.4 ms [2021-09-25 21:01:27 main:574] : INFO : Epoch 1954 | loss: 0.031228 | val_loss: 0.0312263 | Time: 5264.5 ms [2021-09-25 21:01:32 main:574] : INFO : Epoch 1955 | loss: 0.0312255 | val_loss: 0.0312332 | Time: 5205.39 ms [2021-09-25 21:01:37 main:574] : INFO : Epoch 1956 | loss: 0.0312269 | val_loss: 0.0312284 | Time: 5294.4 ms [2021-09-25 21:01:42 main:574] : INFO : Epoch 1957 | loss: 0.0312252 | val_loss: 0.0312261 | Time: 5120.18 ms [2021-09-25 21:01:47 main:574] : INFO : Epoch 1958 | loss: 0.0312247 | val_loss: 0.031229 | Time: 4938.3 ms [2021-09-25 21:01:53 main:574] : INFO : Epoch 1959 | loss: 0.0312246 | val_loss: 0.0312255 | Time: 5512.96 ms [2021-09-25 21:01:58 main:574] : INFO : Epoch 1960 | loss: 0.0312227 | val_loss: 0.031226 | Time: 5343.95 ms [2021-09-25 21:02:04 main:574] : INFO : Epoch 1961 | loss: 0.0312229 | val_loss: 0.0312247 | Time: 5464.85 ms [2021-09-25 21:02:09 main:574] : INFO : Epoch 1962 | loss: 0.031223 | val_loss: 0.031226 | Time: 5377.23 ms [2021-09-25 21:02:14 main:574] : INFO : Epoch 1963 | loss: 0.0312226 | val_loss: 0.0312248 | Time: 5182.34 ms [2021-09-25 21:02:20 main:574] : INFO : Epoch 1964 | loss: 0.0312237 | val_loss: 0.0312308 | Time: 5243.02 ms [2021-09-25 21:02:25 main:574] : INFO : Epoch 1965 | loss: 0.0312242 | val_loss: 0.0312327 | Time: 5305.86 ms [2021-09-25 21:02:30 main:574] : INFO : Epoch 1966 | loss: 0.0312271 | val_loss: 0.0312285 | Time: 5436.52 ms [2021-09-25 21:02:36 main:574] : INFO : Epoch 1967 | loss: 0.0312226 | val_loss: 0.0312267 | Time: 5525.57 ms [2021-09-25 21:02:41 main:574] : INFO : Epoch 1968 | loss: 0.0312225 | val_loss: 0.0312259 | Time: 5604.27 ms [2021-09-25 21:02:47 main:574] : INFO : Epoch 1969 | loss: 0.031222 | val_loss: 0.0312247 | Time: 5258.28 ms [2021-09-25 21:02:52 main:574] : INFO : Epoch 1970 | loss: 0.0312215 | val_loss: 0.0312243 | Time: 5364.11 ms [2021-09-25 21:02:57 main:574] : INFO : Epoch 1971 | loss: 0.0312235 | val_loss: 0.0312259 | Time: 5339.71 ms [2021-09-25 21:03:03 main:574] : INFO : Epoch 1972 | loss: 0.031222 | val_loss: 0.0312248 | Time: 5322.86 ms [2021-09-25 21:03:08 main:574] : INFO : Epoch 1973 | loss: 0.0312208 | val_loss: 0.0312252 | Time: 5193.79 ms [2021-09-25 21:03:13 main:574] : INFO : Epoch 1974 | loss: 0.0312204 | val_loss: 0.0312265 | Time: 5093.3 ms [2021-09-25 21:03:18 main:574] : INFO : Epoch 1975 | loss: 0.0312218 | val_loss: 0.0312253 | Time: 5337.55 ms [2021-09-25 21:03:23 main:574] : INFO : Epoch 1976 | loss: 0.0312202 | val_loss: 0.031226 | Time: 5044.46 ms [2021-09-25 21:03:29 main:574] : INFO : Epoch 1977 | loss: 0.0312221 | val_loss: 0.0312257 | Time: 5397.63 ms [2021-09-25 21:03:34 main:574] : INFO : Epoch 1978 | loss: 0.0312248 | val_loss: 0.0312272 | Time: 5056.92 ms [2021-09-25 21:03:39 main:574] : INFO : Epoch 1979 | loss: 0.031222 | val_loss: 0.0312249 | Time: 5239.32 ms [2021-09-25 21:03:44 main:574] : INFO : Epoch 1980 | loss: 0.0312214 | val_loss: 0.0312252 | Time: 5307.65 ms [2021-09-25 21:03:50 main:574] : INFO : Epoch 1981 | loss: 0.0312215 | val_loss: 0.031224 | Time: 5235.35 ms [2021-09-25 21:03:55 main:574] : INFO : Epoch 1982 | loss: 0.0312204 | val_loss: 0.031225 | Time: 5452.61 ms [2021-09-25 21:04:00 main:574] : INFO : Epoch 1983 | loss: 0.0312203 | val_loss: 0.0312325 | Time: 5291.73 ms [2021-09-25 21:04:06 main:574] : INFO : Epoch 1984 | loss: 0.0312252 | val_loss: 0.0312311 | Time: 5170.86 ms [2021-09-25 21:04:11 main:574] : INFO : Epoch 1985 | loss: 0.0312259 | val_loss: 0.0312291 | Time: 5359.09 ms [2021-09-25 21:04:16 main:574] : INFO : Epoch 1986 | loss: 0.0312214 | val_loss: 0.0312244 | Time: 5246.77 ms [2021-09-25 21:04:21 main:574] : INFO : Epoch 1987 | loss: 0.0312213 | val_loss: 0.031226 | Time: 5105.42 ms [2021-09-25 21:04:27 main:574] : INFO : Epoch 1988 | loss: 0.0312258 | val_loss: 0.0312274 | Time: 5251.61 ms [2021-09-25 21:04:32 main:574] : INFO : Epoch 1989 | loss: 0.0312275 | val_loss: 0.0312302 | Time: 5505.54 ms [2021-09-25 21:04:37 main:574] : INFO : Epoch 1990 | loss: 0.0312259 | val_loss: 0.0312295 | Time: 5281.97 ms [2021-09-25 21:04:43 main:574] : INFO : Epoch 1991 | loss: 0.0312265 | val_loss: 0.0312283 | Time: 5151.57 ms [2021-09-25 21:04:48 main:574] : INFO : Epoch 1992 | loss: 0.0312256 | val_loss: 0.0312261 | Time: 5430.25 ms [2021-09-25 21:04:53 main:574] : INFO : Epoch 1993 | loss: 0.0312245 | val_loss: 0.0312279 | Time: 5310.53 ms [2021-09-25 21:04:59 main:574] : INFO : Epoch 1994 | loss: 0.0312243 | val_loss: 0.0312246 | Time: 5567.2 ms [2021-09-25 21:05:04 main:574] : INFO : Epoch 1995 | loss: 0.0312235 | val_loss: 0.0312246 | Time: 5347.03 ms [2021-09-25 21:05:09 main:574] : INFO : Epoch 1996 | loss: 0.031224 | val_loss: 0.0312261 | Time: 5268.16 ms [2021-09-25 21:05:15 main:574] : INFO : Epoch 1997 | loss: 0.0312231 | val_loss: 0.0312244 | Time: 5163.75 ms [2021-09-25 21:05:20 main:574] : INFO : Epoch 1998 | loss: 0.0312224 | val_loss: 0.031224 | Time: 5414.08 ms [2021-09-25 21:05:25 main:574] : INFO : Epoch 1999 | loss: 0.0312232 | val_loss: 0.0312289 | Time: 4984.14 ms [2021-09-25 21:05:31 main:574] : INFO : Epoch 2000 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 5537.63 ms [2021-09-25 21:05:36 main:574] : INFO : Epoch 2001 | loss: 0.0312215 | val_loss: 0.0312255 | Time: 5266.95 ms [2021-09-25 21:05:41 main:574] : INFO : Epoch 2002 | loss: 0.031222 | val_loss: 0.0312255 | Time: 5230.38 ms [2021-09-25 21:05:46 main:574] : INFO : Epoch 2003 | loss: 0.0312215 | val_loss: 0.0312231 | Time: 5187.48 ms [2021-09-25 21:05:52 main:574] : INFO : Epoch 2004 | loss: 0.0312243 | val_loss: 0.0312269 | Time: 5504.89 ms [2021-09-25 21:05:57 main:574] : INFO : Epoch 2005 | loss: 0.0312217 | val_loss: 0.0312235 | Time: 5384.52 ms [2021-09-25 21:06:02 main:574] : INFO : Epoch 2006 | loss: 0.0312207 | val_loss: 0.0312229 | Time: 5236.31 ms [2021-09-25 21:06:08 main:574] : INFO : Epoch 2007 | loss: 0.0312209 | val_loss: 0.0312237 | Time: 5435.23 ms [2021-09-25 21:06:13 main:574] : INFO : Epoch 2008 | loss: 0.0312212 | val_loss: 0.031222 | Time: 5196.26 ms [2021-09-25 21:06:18 main:574] : INFO : Epoch 2009 | loss: 0.0312204 | val_loss: 0.031223 | Time: 5333.81 ms [2021-09-25 21:06:24 main:574] : INFO : Epoch 2010 | loss: 0.0312208 | val_loss: 0.0312252 | Time: 5248.86 ms [2021-09-25 21:06:29 main:574] : INFO : Epoch 2011 | loss: 0.0312225 | val_loss: 0.031223 | Time: 5130.01 ms [2021-09-25 21:06:34 main:574] : INFO : Epoch 2012 | loss: 0.0312219 | val_loss: 0.0312224 | Time: 5470.97 ms [2021-09-25 21:06:40 main:574] : INFO : Epoch 2013 | loss: 0.0312198 | val_loss: 0.0312237 | Time: 5279.71 ms [2021-09-25 21:06:45 main:574] : INFO : Epoch 2014 | loss: 0.0312224 | val_loss: 0.0312257 | Time: 5349.56 ms [2021-09-25 21:06:50 main:574] : INFO : Epoch 2015 | loss: 0.0312202 | val_loss: 0.0312237 | Time: 5156.49 ms [2021-09-25 21:06:55 main:574] : INFO : Epoch 2016 | loss: 0.0312182 | val_loss: 0.0312224 | Time: 5255.13 ms [2021-09-25 21:07:01 main:574] : INFO : Epoch 2017 | loss: 0.0312191 | val_loss: 0.0312222 | Time: 5376.98 ms [2021-09-25 21:07:06 main:574] : INFO : Epoch 2018 | loss: 0.0312185 | val_loss: 0.0312214 | Time: 5601.68 ms [2021-09-25 21:07:12 main:574] : INFO : Epoch 2019 | loss: 0.0312179 | val_loss: 0.0312226 | Time: 5178.2 ms [2021-09-25 21:07:17 main:574] : INFO : Epoch 2020 | loss: 0.0312178 | val_loss: 0.0312201 | Time: 5215.44 ms [2021-09-25 21:07:22 main:574] : INFO : Epoch 2021 | loss: 0.0312163 | val_loss: 0.0312212 | Time: 5304.19 ms [2021-09-25 21:07:27 main:574] : INFO : Epoch 2022 | loss: 0.0312165 | val_loss: 0.0312217 | Time: 5092.51 ms [2021-09-25 21:07:32 main:574] : INFO : Epoch 2023 | loss: 0.0312172 | val_loss: 0.0312207 | Time: 5170.67 ms [2021-09-25 21:07:38 main:574] : INFO : Epoch 2024 | loss: 0.0312155 | val_loss: 0.0312194 | Time: 5243.91 ms [2021-09-25 21:07:43 main:574] : INFO : Epoch 2025 | loss: 0.0312157 | val_loss: 0.0312199 | Time: 5051.59 ms [2021-09-25 21:07:48 main:574] : INFO : Epoch 2026 | loss: 0.0312156 | val_loss: 0.0312196 | Time: 5117.03 ms [2021-09-25 21:07:53 main:574] : INFO : Epoch 2027 | loss: 0.0312166 | val_loss: 0.0312253 | Time: 5245.4 ms [2021-09-25 21:07:58 main:574] : INFO : Epoch 2028 | loss: 0.0312197 | val_loss: 0.0312204 | Time: 5244.67 ms [2021-09-25 21:08:04 main:574] : INFO : Epoch 2029 | loss: 0.0312246 | val_loss: 0.031221 | Time: 5336.34 ms [2021-09-25 21:08:09 main:574] : INFO : Epoch 2030 | loss: 0.0312173 | val_loss: 0.0312196 | Time: 5053.88 ms [2021-09-25 21:08:14 main:574] : INFO : Epoch 2031 | loss: 0.0312145 | val_loss: 0.0312192 | Time: 5110.35 ms [2021-09-25 21:08:19 main:574] : INFO : Epoch 2032 | loss: 0.0312146 | val_loss: 0.0312198 | Time: 5257.39 ms [2021-09-25 21:08:24 main:574] : INFO : Epoch 2033 | loss: 0.0312153 | val_loss: 0.0312222 | Time: 5375.62 ms [2021-09-25 21:08:30 main:574] : INFO : Epoch 2034 | loss: 0.0312181 | val_loss: 0.0312206 | Time: 5136.45 ms [2021-09-25 21:08:35 main:574] : INFO : Epoch 2035 | loss: 0.0312166 | val_loss: 0.0312211 | Time: 5229.71 ms [2021-09-25 21:08:40 main:574] : INFO : Epoch 2036 | loss: 0.0312138 | val_loss: 0.0312195 | Time: 5332.51 ms [2021-09-25 21:08:45 main:574] : INFO : Epoch 2037 | loss: 0.0312125 | val_loss: 0.0312189 | Time: 5309.38 ms [2021-09-25 21:08:51 main:574] : INFO : Epoch 2038 | loss: 0.0312146 | val_loss: 0.0312242 | Time: 5411.21 ms [2021-09-25 21:08:56 main:574] : INFO : Epoch 2039 | loss: 0.0312148 | val_loss: 0.0312187 | Time: 5176.94 ms [2021-09-25 21:09:01 main:574] : INFO : Epoch 2040 | loss: 0.0312119 | val_loss: 0.03122 | Time: 5144.97 ms [2021-09-25 21:09:06 main:574] : INFO : Epoch 2041 | loss: 0.0312129 | val_loss: 0.0312197 | Time: 5230.96 ms [2021-09-25 21:09:12 main:574] : INFO : Epoch 2042 | loss: 0.0312126 | val_loss: 0.0312231 | Time: 5618.59 ms [2021-09-25 21:09:17 main:574] : INFO : Epoch 2043 | loss: 0.0312124 | val_loss: 0.0312183 | Time: 5382.15 ms [2021-09-25 21:09:23 main:574] : INFO : Epoch 2044 | loss: 0.0312144 | val_loss: 0.0312293 | Time: 5182.28 ms [2021-09-25 21:09:28 main:574] : INFO : Epoch 2045 | loss: 0.0312154 | val_loss: 0.0312187 | Time: 5453.07 ms [2021-09-25 21:09:33 main:574] : INFO : Epoch 2046 | loss: 0.0312116 | val_loss: 0.0312189 | Time: 5190.55 ms [2021-09-25 21:09:39 main:574] : INFO : Epoch 2047 | loss: 0.0312111 | val_loss: 0.0312193 | Time: 5405.91 ms [2021-09-25 21:09:44 main:574] : INFO : Epoch 2048 | loss: 0.0312139 | val_loss: 0.0312251 | Time: 5175.5 ms [2021-09-25 21:09:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312251 [2021-09-25 21:09:44 main:603] : INFO : Saving end state to config to file [2021-09-25 21:09:44 main:608] : INFO : Success, exiting.. 21:09:44 (6308): 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)