Task 13020497
| Name | ParityModified-1645992000-29843-3-0_0 |
| Workunit | 10149140 |
| Created | 12 Mar 2022, 21:56:12 UTC |
| Sent | 20 Mar 2022, 16:25:00 UTC |
| Report deadline | 28 Mar 2022, 16:25:00 UTC |
| Received | 21 Mar 2022, 13:42:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19912 |
| Run time | 3 hours 25 min 5 sec |
| CPU time | 3 hours 16 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,102.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.95 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1584 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 6239.93 ms [2022-03-20 20:34:38 main:574] : INFO : Epoch 1585 | loss: 0.0312369 | val_loss: 0.0312412 | Time: 6051 ms [2022-03-20 20:34:45 main:574] : INFO : Epoch 1586 | loss: 0.0312373 | val_loss: 0.0312407 | Time: 6589.74 ms [2022-03-20 20:34:51 main:574] : INFO : Epoch 1587 | loss: 0.0312378 | val_loss: 0.0312438 | Time: 6138.5 ms [2022-03-20 20:34:57 main:574] : INFO : Epoch 1588 | loss: 0.0312379 | val_loss: 0.0312407 | Time: 6191.68 ms [2022-03-20 20:35:04 main:574] : INFO : Epoch 1589 | loss: 0.0312377 | val_loss: 0.0312407 | Time: 6662.68 ms [2022-03-20 20:35:11 main:574] : INFO : Epoch 1590 | loss: 0.031238 | val_loss: 0.0312431 | Time: 7105.52 ms [2022-03-20 20:35:19 main:574] : INFO : Epoch 1591 | loss: 0.031237 | val_loss: 0.0312412 | Time: 7915.44 ms [2022-03-20 20:35:27 main:574] : INFO : Epoch 1592 | loss: 0.0312369 | val_loss: 0.0312406 | Time: 7594.75 ms [2022-03-20 20:35:34 main:574] : INFO : Epoch 1593 | loss: 0.0312377 | val_loss: 0.0312405 | Time: 7419.17 ms [2022-03-20 20:35:42 main:574] : INFO : Epoch 1594 | loss: 0.0312384 | val_loss: 0.0312421 | Time: 7667.42 ms [2022-03-20 20:35:49 main:574] : INFO : Epoch 1595 | loss: 0.0312372 | val_loss: 0.0312415 | Time: 7272.43 ms [2022-03-20 20:35:57 main:574] : INFO : Epoch 1596 | loss: 0.0312376 | val_loss: 0.0312412 | Time: 8086.55 ms [2022-03-20 20:36:05 main:574] : INFO : Epoch 1597 | loss: 0.0312372 | val_loss: 0.0312416 | Time: 7577.92 ms [2022-03-20 20:36:12 main:574] : INFO : Epoch 1598 | loss: 0.031237 | val_loss: 0.031241 | Time: 7762.34 ms [2022-03-20 20:36:20 main:574] : INFO : Epoch 1599 | loss: 0.0312374 | val_loss: 0.0312412 | Time: 7376.5 ms [2022-03-20 20:36:27 main:574] : INFO : Epoch 1600 | loss: 0.031237 | val_loss: 0.0312414 | Time: 7719.72 ms [2022-03-20 20:36:35 main:574] : INFO : Epoch 1601 | loss: 0.031237 | val_loss: 0.031241 | Time: 7855.4 ms [2022-03-20 20:36:43 main:574] : INFO : Epoch 1602 | loss: 0.0312377 | val_loss: 0.0312411 | Time: 7238.45 ms [2022-03-20 20:36:50 main:574] : INFO : Epoch 1603 | loss: 0.0312384 | val_loss: 0.0312408 | Time: 7714.44 ms [2022-03-20 20:36:58 main:574] : INFO : Epoch 1604 | loss: 0.0312376 | val_loss: 0.0312404 | Time: 7318.84 ms [2022-03-20 20:37:06 main:574] : INFO : Epoch 1605 | loss: 0.0312373 | val_loss: 0.0312407 | Time: 8103.69 ms [2022-03-20 20:37:13 main:574] : INFO : Epoch 1606 | loss: 0.0312378 | val_loss: 0.0312424 | Time: 7401.58 ms [2022-03-20 20:37:21 main:574] : INFO : Epoch 1607 | loss: 0.0312373 | val_loss: 0.0312404 | Time: 7526.08 ms [2022-03-20 20:37:28 main:574] : INFO : Epoch 1608 | loss: 0.0312369 | val_loss: 0.0312406 | Time: 7328.5 ms [2022-03-20 20:37:36 main:574] : INFO : Epoch 1609 | loss: 0.0312384 | val_loss: 0.0312415 | Time: 7760.05 ms [2022-03-20 20:37:43 main:574] : INFO : Epoch 1610 | loss: 0.0312381 | val_loss: 0.031245 | Time: 7513.8 ms [2022-03-20 20:37:51 main:574] : INFO : Epoch 1611 | loss: 0.0312379 | val_loss: 0.0312412 | Time: 7614.85 ms [2022-03-20 20:37:59 main:574] : INFO : Epoch 1612 | loss: 0.0312378 | val_loss: 0.0312417 | Time: 7774.86 ms [2022-03-20 20:38:07 main:574] : INFO : Epoch 1613 | loss: 0.0312371 | val_loss: 0.0312417 | Time: 7773.44 ms [2022-03-20 20:38:14 main:574] : INFO : Epoch 1614 | loss: 0.0312379 | val_loss: 0.0312404 | Time: 7726.02 ms [2022-03-20 20:38:22 main:574] : INFO : Epoch 1615 | loss: 0.0312376 | val_loss: 0.0312425 | Time: 7195.18 ms [2022-03-20 20:38:29 main:574] : INFO : Epoch 1616 | loss: 0.0312371 | val_loss: 0.0312425 | Time: 7319.11 ms [2022-03-20 20:38:37 main:574] : INFO : Epoch 1617 | loss: 0.0312376 | val_loss: 0.0312411 | Time: 8113.41 ms [2022-03-20 20:38:44 main:574] : INFO : Epoch 1618 | loss: 0.0312371 | val_loss: 0.0312409 | Time: 7503.6 ms [2022-03-20 20:38:52 main:574] : INFO : Epoch 1619 | loss: 0.031238 | val_loss: 0.0312443 | Time: 7671.5 ms [2022-03-20 20:39:00 main:574] : INFO : Epoch 1620 | loss: 0.031238 | val_loss: 0.0312424 | Time: 7364.7 ms [2022-03-20 20:39:08 main:574] : INFO : Epoch 1621 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 8054.07 ms [2022-03-20 20:39:15 main:574] : INFO : Epoch 1622 | loss: 0.0312371 | val_loss: 0.031241 | Time: 7551.05 ms [2022-03-20 20:39:22 main:574] : INFO : Epoch 1623 | loss: 0.0312373 | val_loss: 0.0312412 | Time: 7242.98 ms [2022-03-20 20:39:30 main:574] : INFO : Epoch 1624 | loss: 0.0312378 | val_loss: 0.0312409 | Time: 7698.3 ms [2022-03-20 20:39:38 main:574] : INFO : Epoch 1625 | loss: 0.0312373 | val_loss: 0.0312404 | Time: 7552.83 ms [2022-03-20 20:39:46 main:574] : INFO : Epoch 1626 | loss: 0.0312373 | val_loss: 0.0312408 | Time: 7851.13 ms [2022-03-20 20:39:53 main:574] : INFO : Epoch 1627 | loss: 0.0312379 | val_loss: 0.0312404 | Time: 7264.29 ms [2022-03-20 20:40:01 main:574] : INFO : Epoch 1628 | loss: 0.0312379 | val_loss: 0.0312419 | Time: 7691.71 ms [2022-03-20 20:40:08 main:574] : INFO : Epoch 1629 | loss: 0.0312378 | val_loss: 0.0312416 | Time: 7260.02 ms [2022-03-20 20:40:15 main:574] : INFO : Epoch 1630 | loss: 0.0312379 | val_loss: 0.031241 | Time: 7641.03 ms [2022-03-20 20:40:23 main:574] : INFO : Epoch 1631 | loss: 0.0312374 | val_loss: 0.0312423 | Time: 7922.73 ms [2022-03-20 20:40:31 main:574] : INFO : Epoch 1632 | loss: 0.0312383 | val_loss: 0.0312415 | Time: 7329.04 ms [2022-03-20 20:40:38 main:574] : INFO : Epoch 1633 | loss: 0.0312384 | val_loss: 0.0312433 | Time: 7591.54 ms [2022-03-20 20:40:46 main:574] : INFO : Epoch 1634 | loss: 0.0312383 | val_loss: 0.0312403 | Time: 7875.75 ms [2022-03-20 20:40:54 main:574] : INFO : Epoch 1635 | loss: 0.0312371 | val_loss: 0.0312405 | Time: 7608.29 ms [2022-03-20 20:41:01 main:574] : INFO : Epoch 1636 | loss: 0.0312372 | val_loss: 0.0312405 | Time: 7230.47 ms [2022-03-20 20:41:08 main:574] : INFO : Epoch 1637 | loss: 0.031237 | val_loss: 0.031242 | Time: 7347.32 ms [2022-03-20 20:41:17 main:574] : INFO : Epoch 1638 | loss: 0.0312382 | val_loss: 0.031242 | Time: 8132.82 ms [2022-03-20 20:41:24 main:574] : INFO : Epoch 1639 | loss: 0.0312382 | val_loss: 0.0312423 | Time: 7267.91 ms [2022-03-20 20:41:31 main:574] : INFO : Epoch 1640 | loss: 0.0312388 | val_loss: 0.0312415 | Time: 7588.11 ms [2022-03-20 20:41:39 main:574] : INFO : Epoch 1641 | loss: 0.0312382 | val_loss: 0.0312417 | Time: 7403.77 ms [2022-03-20 20:41:47 main:574] : INFO : Epoch 1642 | loss: 0.0312371 | val_loss: 0.0312412 | Time: 8186.41 ms [2022-03-20 20:41:54 main:574] : INFO : Epoch 1643 | loss: 0.0312374 | val_loss: 0.0312414 | Time: 7252.1 ms [2022-03-20 20:42:02 main:574] : INFO : Epoch 1644 | loss: 0.0312373 | val_loss: 0.0312417 | Time: 7451.22 ms [2022-03-20 20:42:09 main:574] : INFO : Epoch 1645 | loss: 0.0312372 | val_loss: 0.0312403 | Time: 7707.08 ms [2022-03-20 20:42:17 main:574] : INFO : Epoch 1646 | loss: 0.0312382 | val_loss: 0.031241 | Time: 7688.81 ms [2022-03-20 20:42:25 main:574] : INFO : Epoch 1647 | loss: 0.0312377 | val_loss: 0.0312411 | Time: 7745.36 ms [2022-03-20 20:42:32 main:574] : INFO : Epoch 1648 | loss: 0.0312377 | val_loss: 0.0312412 | Time: 7181.4 ms [2022-03-20 20:42:40 main:574] : INFO : Epoch 1649 | loss: 0.0312372 | val_loss: 0.0312405 | Time: 7636.23 ms [2022-03-20 20:42:47 main:574] : INFO : Epoch 1650 | loss: 0.0312386 | val_loss: 0.0312407 | Time: 7589 ms [2022-03-20 20:42:55 main:574] : INFO : Epoch 1651 | loss: 0.0312396 | val_loss: 0.0312425 | Time: 7314.66 ms [2022-03-20 20:43:03 main:574] : INFO : Epoch 1652 | loss: 0.0312458 | val_loss: 0.0312484 | Time: 7780.83 ms [2022-03-20 20:43:10 main:574] : INFO : Epoch 1653 | loss: 0.0312437 | val_loss: 0.0312416 | Time: 7402.29 ms [2022-03-20 20:43:18 main:574] : INFO : Epoch 1654 | loss: 0.031238 | val_loss: 0.0312407 | Time: 7932.32 ms [2022-03-20 20:43:26 main:574] : INFO : Epoch 1655 | loss: 0.0312426 | val_loss: 0.0312444 | Time: 7932.43 ms [2022-03-20 20:43:34 main:574] : INFO : Epoch 1656 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 7702.53 ms [2022-03-20 20:43:41 main:574] : INFO : Epoch 1657 | loss: 0.0312392 | val_loss: 0.0312424 | Time: 7349.18 ms [2022-03-20 20:43:48 main:574] : INFO : Epoch 1658 | loss: 0.0312378 | val_loss: 0.0312407 | Time: 7390.86 ms [2022-03-20 20:43:57 main:574] : INFO : Epoch 1659 | loss: 0.0312377 | val_loss: 0.0312405 | Time: 8224.57 ms [2022-03-20 20:44:04 main:574] : INFO : Epoch 1660 | loss: 0.0312379 | val_loss: 0.0312441 | Time: 7399.51 ms [2022-03-20 20:44:12 main:574] : INFO : Epoch 1661 | loss: 0.0312378 | val_loss: 0.0312408 | Time: 7829.01 ms [2022-03-20 20:44:20 main:574] : INFO : Epoch 1662 | loss: 0.0312374 | val_loss: 0.0312436 | Time: 7728.18 ms [2022-03-20 20:44:28 main:574] : INFO : Epoch 1663 | loss: 0.0312379 | val_loss: 0.0312433 | Time: 8014.05 ms [2022-03-20 20:44:35 main:574] : INFO : Epoch 1664 | loss: 0.0312387 | val_loss: 0.0312409 | Time: 7311.61 ms [2022-03-20 20:44:42 main:574] : INFO : Epoch 1665 | loss: 0.0312382 | val_loss: 0.0312411 | Time: 7372.93 ms [2022-03-20 20:44:50 main:574] : INFO : Epoch 1666 | loss: 0.0312371 | val_loss: 0.0312408 | Time: 7748.46 ms [2022-03-20 20:44:58 main:574] : INFO : Epoch 1667 | loss: 0.0312377 | val_loss: 0.0312433 | Time: 7621.6 ms [2022-03-20 20:45:06 main:574] : INFO : Epoch 1668 | loss: 0.0312391 | val_loss: 0.0312434 | Time: 7919.17 ms [2022-03-20 20:45:13 main:574] : INFO : Epoch 1669 | loss: 0.0312376 | val_loss: 0.0312408 | Time: 7202.92 ms [2022-03-20 20:45:21 main:574] : INFO : Epoch 1670 | loss: 0.0312374 | val_loss: 0.0312404 | Time: 7903.59 ms [2022-03-20 20:45:28 main:574] : INFO : Epoch 1671 | loss: 0.0312373 | val_loss: 0.0312418 | Time: 7428.37 ms [2022-03-20 20:45:36 main:574] : INFO : Epoch 1672 | loss: 0.0312378 | val_loss: 0.0312411 | Time: 7630.72 ms [2022-03-20 20:45:43 main:574] : INFO : Epoch 1673 | loss: 0.0312368 | val_loss: 0.0312412 | Time: 7647.34 ms [2022-03-20 20:45:51 main:574] : INFO : Epoch 1674 | loss: 0.0312376 | val_loss: 0.0312412 | Time: 7286.7 ms [2022-03-20 20:45:59 main:574] : INFO : Epoch 1675 | loss: 0.0312382 | val_loss: 0.0312422 | Time: 7739.86 ms [2022-03-20 20:46:06 main:574] : INFO : Epoch 1676 | loss: 0.0312381 | val_loss: 0.0312416 | Time: 7870.87 ms [2022-03-20 20:46:14 main:574] : INFO : Epoch 1677 | loss: 0.0312371 | val_loss: 0.0312421 | Time: 7635.48 ms [2022-03-20 20:46:21 main:574] : INFO : Epoch 1678 | loss: 0.0312381 | val_loss: 0.0312417 | Time: 7231.4 ms [2022-03-20 20:46:29 main:574] : INFO : Epoch 1679 | loss: 0.0312381 | val_loss: 0.0312411 | Time: 7515.21 ms [2022-03-20 20:46:37 main:574] : INFO : Epoch 1680 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 8040.97 ms [2022-03-20 20:46:44 main:574] : INFO : Epoch 1681 | loss: 0.031238 | val_loss: 0.0312404 | Time: 7498.77 ms [2022-03-20 20:46:52 main:574] : INFO : Epoch 1682 | loss: 0.031238 | val_loss: 0.0312405 | Time: 7999.02 ms [2022-03-20 20:47:00 main:574] : INFO : Epoch 1683 | loss: 0.0312375 | val_loss: 0.0312419 | Time: 7617.58 ms [2022-03-20 20:47:08 main:574] : INFO : Epoch 1684 | loss: 0.0312376 | val_loss: 0.0312424 | Time: 7941.27 ms [2022-03-20 20:47:15 main:574] : INFO : Epoch 1685 | loss: 0.0312378 | val_loss: 0.0312427 | Time: 7264.51 ms [2022-03-20 20:47:23 main:574] : INFO : Epoch 1686 | loss: 0.0312372 | val_loss: 0.0312412 | Time: 7287.19 ms [2022-03-20 20:47:30 main:574] : INFO : Epoch 1687 | loss: 0.0312372 | val_loss: 0.0312423 | Time: 7670.12 ms [2022-03-20 20:47:38 main:574] : INFO : Epoch 1688 | loss: 0.0312376 | val_loss: 0.0312413 | Time: 7617.11 ms [2022-03-20 20:47:46 main:574] : INFO : Epoch 1689 | loss: 0.0312371 | val_loss: 0.0312412 | Time: 7818.37 ms [2022-03-20 20:47:53 main:574] : INFO : Epoch 1690 | loss: 0.0312372 | val_loss: 0.0312418 | Time: 7270.22 ms [2022-03-20 20:48:01 main:574] : INFO : Epoch 1691 | loss: 0.0312386 | val_loss: 0.0312403 | Time: 7653.68 ms [2022-03-20 20:48:08 main:574] : INFO : Epoch 1692 | loss: 0.0312382 | val_loss: 0.0312423 | Time: 7519.23 ms [2022-03-20 20:48:16 main:574] : INFO : Epoch 1693 | loss: 0.0312383 | val_loss: 0.0312431 | Time: 7335.8 ms [2022-03-20 20:48:23 main:574] : INFO : Epoch 1694 | loss: 0.031238 | val_loss: 0.0312411 | Time: 7741.96 ms [2022-03-20 20:48:31 main:574] : INFO : Epoch 1695 | loss: 0.0312376 | val_loss: 0.0312415 | Time: 7252.85 ms [2022-03-20 20:48:38 main:574] : INFO : Epoch 1696 | loss: 0.0312377 | val_loss: 0.0312422 | Time: 7845.85 ms [2022-03-20 20:48:46 main:574] : INFO : Epoch 1697 | loss: 0.0312377 | val_loss: 0.0312411 | Time: 7673.9 ms [2022-03-20 20:48:54 main:574] : INFO : Epoch 1698 | loss: 0.0312385 | val_loss: 0.031244 | Time: 7843.65 ms [2022-03-20 20:49:01 main:574] : INFO : Epoch 1699 | loss: 0.0312377 | val_loss: 0.031241 | Time: 7282.07 ms [2022-03-20 20:49:09 main:574] : INFO : Epoch 1700 | loss: 0.0312373 | val_loss: 0.0312421 | Time: 7463.15 ms [2022-03-20 20:49:17 main:574] : INFO : Epoch 1701 | loss: 0.0312376 | val_loss: 0.0312409 | Time: 8114.51 ms [2022-03-20 20:49:24 main:574] : INFO : Epoch 1702 | loss: 0.0312374 | val_loss: 0.0312416 | Time: 7459.49 ms [2022-03-20 20:49:32 main:574] : INFO : Epoch 1703 | loss: 0.0312371 | val_loss: 0.0312404 | Time: 8051.72 ms [2022-03-20 20:49:40 main:574] : INFO : Epoch 1704 | loss: 0.0312373 | val_loss: 0.0312408 | Time: 7234.14 ms [2022-03-20 20:49:48 main:574] : INFO : Epoch 1705 | loss: 0.0312371 | val_loss: 0.0312407 | Time: 8181.47 ms [2022-03-20 20:49:55 main:574] : INFO : Epoch 1706 | loss: 0.031237 | val_loss: 0.0312407 | Time: 7438.82 ms [2022-03-20 20:50:03 main:574] : INFO : Epoch 1707 | loss: 0.0312374 | val_loss: 0.0312405 | Time: 7438.42 ms [2022-03-20 20:50:10 main:574] : INFO : Epoch 1708 | loss: 0.0312369 | val_loss: 0.0312409 | Time: 7525.37 ms [2022-03-20 20:50:17 main:574] : INFO : Epoch 1709 | loss: 0.0312385 | val_loss: 0.0312408 | Time: 6757.05 ms [2022-03-20 20:50:24 main:574] : INFO : Epoch 1710 | loss: 0.0312374 | val_loss: 0.0312416 | Time: 7262.16 ms [2022-03-20 20:50:31 main:574] : INFO : Epoch 1711 | loss: 0.0312373 | val_loss: 0.0312416 | Time: 6497.18 ms [2022-03-20 20:50:38 main:574] : INFO : Epoch 1712 | loss: 0.031238 | val_loss: 0.0312422 | Time: 7034.67 ms [2022-03-20 20:50:45 main:574] : INFO : Epoch 1713 | loss: 0.0312374 | val_loss: 0.0312409 | Time: 6834.74 ms [2022-03-20 20:50:51 main:574] : INFO : Epoch 1714 | loss: 0.0312369 | val_loss: 0.031241 | Time: 6541.81 ms [2022-03-20 20:50:58 main:574] : INFO : Epoch 1715 | loss: 0.0312369 | val_loss: 0.0312404 | Time: 7005.25 ms [2022-03-20 20:51:05 main:574] : INFO : Epoch 1716 | loss: 0.031237 | val_loss: 0.0312411 | Time: 6607.2 ms [2022-03-20 20:51:11 main:574] : INFO : Epoch 1717 | loss: 0.0312376 | val_loss: 0.0312409 | Time: 6484.84 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 Ti with Max-Q Design) [2022-03-20 20:51:52 main:435] : INFO : Set logging level to 1 [2022-03-20 20:51:52 main:441] : INFO : Running in BOINC Client mode [2022-03-20 20:51:52 main:444] : INFO : Resolving all filenames [2022-03-20 20:51:52 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-20 20:51:52 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-20 20:51:52 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-20 20:51:52 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-20 20:51:52 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-20 20:51:52 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-20 20:51:52 main:474] : INFO : Configuration: [2022-03-20 20:51:52 main:475] : INFO : Model type: GRU [2022-03-20 20:51:52 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-20 20:51:52 main:477] : INFO : Max Epochs: 2048 [2022-03-20 20:51:52 main:478] : INFO : Batch Size: 128 [2022-03-20 20:51:52 main:479] : INFO : Learning Rate: 0.01 [2022-03-20 20:51:52 main:480] : INFO : Patience: 10 [2022-03-20 20:51:52 main:481] : INFO : Hidden Width: 12 [2022-03-20 20:51:53 main:482] : INFO : # Recurrent Layers: 4 [2022-03-20 20:51:53 main:483] : INFO : # Backend Layers: 4 [2022-03-20 20:51:53 main:484] : INFO : # Threads: 1 [2022-03-20 20:51:53 main:486] : INFO : Preparing Dataset [2022-03-20 20:51:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-20 20:51:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-20 20:51:56 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-20 20:51:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-20 20:51:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-20 20:51:57 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-20 20:51:57 main:494] : INFO : Creating Model [2022-03-20 20:51:57 main:507] : INFO : Preparing config file [2022-03-20 20:51:57 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-20 20:51:57 main:512] : INFO : Loading config [2022-03-20 20:51:57 main:514] : INFO : Loading state [2022-03-20 20:52:01 main:559] : INFO : Loading DataLoader into Memory [2022-03-20 20:52:01 main:562] : INFO : Starting Training [2022-03-20 20:52:09 main:574] : INFO : Epoch 1701 | loss: 0.0312636 | val_loss: 0.0312543 | Time: 8097.52 ms [2022-03-20 20:52:16 main:574] : INFO : Epoch 1702 | loss: 0.0312525 | val_loss: 0.0312518 | Time: 7119.25 ms [2022-03-20 20:52:23 main:574] : INFO : Epoch 1703 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 6747.27 ms [2022-03-20 20:52:30 main:574] : INFO : Epoch 1704 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 6908.46 ms [2022-03-20 20:52:37 main:574] : INFO : Epoch 1705 | loss: 0.0312475 | val_loss: 0.0312491 | Time: 6776.2 ms [2022-03-20 20:52:44 main:574] : INFO : Epoch 1706 | loss: 0.0312491 | val_loss: 0.0312822 | Time: 6982.52 ms [2022-03-20 20:52:51 main:574] : INFO : Epoch 1707 | loss: 0.0312526 | val_loss: 0.0312483 | Time: 6650.59 ms [2022-03-20 20:52:58 main:574] : INFO : Epoch 1708 | loss: 0.0312415 | val_loss: 0.031241 | Time: 7083.2 ms [2022-03-20 20:53:05 main:574] : INFO : Epoch 1709 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 6940.88 ms [2022-03-20 20:53:11 main:574] : INFO : Epoch 1710 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 6388.77 ms [2022-03-20 20:53:18 main:574] : INFO : Epoch 1711 | loss: 0.0312356 | val_loss: 0.0312366 | Time: 7239.65 ms [2022-03-20 20:53:25 main:574] : INFO : Epoch 1712 | loss: 0.031243 | val_loss: 0.0312429 | Time: 6873.84 ms [2022-03-20 20:53:32 main:574] : INFO : Epoch 1713 | loss: 0.0312373 | val_loss: 0.0312367 | Time: 7062.4 ms [2022-03-20 20:53:40 main:574] : INFO : Epoch 1714 | loss: 0.0312385 | val_loss: 0.0312351 | Time: 7399.76 ms [2022-03-20 20:53:46 main:574] : INFO : Epoch 1715 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 6906.16 ms [2022-03-20 20:53:53 main:574] : INFO : Epoch 1716 | loss: 0.0312349 | val_loss: 0.0312458 | Time: 6929.09 ms [2022-03-20 20:54:00 main:574] : INFO : Epoch 1717 | loss: 0.0312358 | val_loss: 0.0312314 | Time: 6535.13 ms [2022-03-20 20:54:07 main:574] : INFO : Epoch 1718 | loss: 0.0312363 | val_loss: 0.0312337 | Time: 7086.01 ms [2022-03-20 20:54:14 main:574] : INFO : Epoch 1719 | loss: 0.0312327 | val_loss: 0.0312303 | Time: 6770.56 ms [2022-03-20 20:54:20 main:574] : INFO : Epoch 1720 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 6391.42 ms [2022-03-20 20:54:27 main:574] : INFO : Epoch 1721 | loss: 0.0312393 | val_loss: 0.0312395 | Time: 6892.6 ms [2022-03-20 20:54:34 main:574] : INFO : Epoch 1722 | loss: 0.0312342 | val_loss: 0.0312344 | Time: 6652.42 ms [2022-03-20 20:54:40 main:574] : INFO : Epoch 1723 | loss: 0.0312357 | val_loss: 0.0312336 | Time: 6635.65 ms [2022-03-20 20:54:48 main:574] : INFO : Epoch 1724 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 7219.58 ms [2022-03-20 20:54:54 main:574] : INFO : Epoch 1725 | loss: 0.0312346 | val_loss: 0.031236 | Time: 6429.62 ms [2022-03-20 20:55:01 main:574] : INFO : Epoch 1726 | loss: 0.0312333 | val_loss: 0.0312311 | Time: 6622.7 ms [2022-03-20 20:55:08 main:574] : INFO : Epoch 1727 | loss: 0.0312336 | val_loss: 0.0312316 | Time: 6973.1 ms [2022-03-20 20:55:14 main:574] : INFO : Epoch 1728 | loss: 0.0312338 | val_loss: 0.0312305 | Time: 6546.54 ms [2022-03-20 20:55:21 main:574] : INFO : Epoch 1729 | loss: 0.031233 | val_loss: 0.0312347 | Time: 7096.41 ms [2022-03-20 20:55:28 main:574] : INFO : Epoch 1730 | loss: 0.0312367 | val_loss: 0.0312313 | Time: 6702.11 ms [2022-03-20 20:55:35 main:574] : INFO : Epoch 1731 | loss: 0.0312327 | val_loss: 0.031231 | Time: 6524.78 ms [2022-03-20 20:55:41 main:574] : INFO : Epoch 1732 | loss: 0.0312327 | val_loss: 0.031231 | Time: 6897.68 ms [2022-03-20 20:55:49 main:574] : INFO : Epoch 1733 | loss: 0.0312338 | val_loss: 0.031234 | Time: 7196.83 ms [2022-03-20 20:55:56 main:574] : INFO : Epoch 1734 | loss: 0.0312345 | val_loss: 0.0312307 | Time: 7171.31 ms [2022-03-20 20:56:02 main:574] : INFO : Epoch 1735 | loss: 0.0312342 | val_loss: 0.031232 | Time: 6541.81 ms [2022-03-20 20:56:09 main:574] : INFO : Epoch 1736 | loss: 0.0312327 | val_loss: 0.0312302 | Time: 6749.4 ms [2022-03-20 20:56:16 main:574] : INFO : Epoch 1737 | loss: 0.0312337 | val_loss: 0.0312305 | Time: 7024.06 ms [2022-03-20 20:56:23 main:574] : INFO : Epoch 1738 | loss: 0.0312322 | val_loss: 0.0312325 | Time: 6485.7 ms [2022-03-20 20:56:29 main:574] : INFO : Epoch 1739 | loss: 0.031235 | val_loss: 0.0312341 | Time: 6837.29 ms [2022-03-20 20:56:36 main:574] : INFO : Epoch 1740 | loss: 0.031234 | val_loss: 0.0312322 | Time: 6621.14 ms [2022-03-20 20:56:43 main:574] : INFO : Epoch 1741 | loss: 0.031235 | val_loss: 0.0312315 | Time: 6418.29 ms [2022-03-20 20:56:49 main:574] : INFO : Epoch 1742 | loss: 0.0312353 | val_loss: 0.0312372 | Time: 6939.41 ms [2022-03-20 20:56:56 main:574] : INFO : Epoch 1743 | loss: 0.0312358 | val_loss: 0.0312413 | Time: 6672.94 ms [2022-03-20 20:57:03 main:574] : INFO : Epoch 1744 | loss: 0.0312357 | val_loss: 0.0312326 | Time: 7128.54 ms [2022-03-20 20:57:10 main:574] : INFO : Epoch 1745 | loss: 0.0312332 | val_loss: 0.031231 | Time: 6782.24 ms [2022-03-20 20:57:17 main:574] : INFO : Epoch 1746 | loss: 0.0312324 | val_loss: 0.0312327 | Time: 6785.61 ms [2022-03-20 20:57:24 main:574] : INFO : Epoch 1747 | loss: 0.0312328 | val_loss: 0.0312302 | Time: 6852.27 ms [2022-03-20 20:57:30 main:574] : INFO : Epoch 1748 | loss: 0.031233 | val_loss: 0.0312351 | Time: 6552.85 ms [2022-03-20 20:57:37 main:574] : INFO : Epoch 1749 | loss: 0.0312353 | val_loss: 0.0312365 | Time: 6573.36 ms [2022-03-20 20:57:44 main:574] : INFO : Epoch 1750 | loss: 0.0312352 | val_loss: 0.0312333 | Time: 6788.63 ms [2022-03-20 20:57:50 main:574] : INFO : Epoch 1751 | loss: 0.031235 | val_loss: 0.0312336 | Time: 6679.96 ms [2022-03-20 20:57:57 main:574] : INFO : Epoch 1752 | loss: 0.031233 | val_loss: 0.0312322 | Time: 6867.04 ms [2022-03-20 20:58:04 main:574] : INFO : Epoch 1753 | loss: 0.0312329 | val_loss: 0.0312312 | Time: 6683.45 ms [2022-03-20 20:58:10 main:574] : INFO : Epoch 1754 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 6452.87 ms [2022-03-20 20:58:18 main:574] : INFO : Epoch 1755 | loss: 0.0312342 | val_loss: 0.0312309 | Time: 7221.76 ms [2022-03-20 20:58:24 main:574] : INFO : Epoch 1756 | loss: 0.0312327 | val_loss: 0.0312312 | Time: 6654.39 ms [2022-03-20 20:58:32 main:574] : INFO : Epoch 1757 | loss: 0.0312336 | val_loss: 0.0312302 | Time: 7329.66 ms [2022-03-20 20:58:39 main:574] : INFO : Epoch 1758 | loss: 0.0312323 | val_loss: 0.0312301 | Time: 7120.2 ms [2022-03-20 20:58:45 main:574] : INFO : Epoch 1759 | loss: 0.0312331 | val_loss: 0.0312315 | Time: 6473.08 ms [2022-03-20 20:58:52 main:574] : INFO : Epoch 1760 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 6867.11 ms [2022-03-20 20:58:59 main:574] : INFO : Epoch 1761 | loss: 0.031235 | val_loss: 0.0312312 | Time: 6821.72 ms [2022-03-20 20:59:06 main:574] : INFO : Epoch 1762 | loss: 0.0312345 | val_loss: 0.0312347 | Time: 6622.03 ms [2022-03-20 20:59:12 main:574] : INFO : Epoch 1763 | loss: 0.0312349 | val_loss: 0.0312322 | Time: 6773.45 ms [2022-03-20 20:59:19 main:574] : INFO : Epoch 1764 | loss: 0.0312348 | val_loss: 0.0312321 | Time: 6693.61 ms [2022-03-20 20:59:26 main:574] : INFO : Epoch 1765 | loss: 0.0312337 | val_loss: 0.0312396 | Time: 6851.98 ms [2022-03-20 20:59:32 main:574] : INFO : Epoch 1766 | loss: 0.0312341 | val_loss: 0.0312326 | Time: 6399.65 ms [2022-03-20 20:59:39 main:574] : INFO : Epoch 1767 | loss: 0.0312322 | val_loss: 0.0312324 | Time: 6660.41 ms [2022-03-20 20:59:46 main:574] : INFO : Epoch 1768 | loss: 0.0312336 | val_loss: 0.0312316 | Time: 6711.51 ms [2022-03-20 20:59:52 main:574] : INFO : Epoch 1769 | loss: 0.0312325 | val_loss: 0.0312321 | Time: 6367.48 ms [2022-03-20 20:59:59 main:574] : INFO : Epoch 1770 | loss: 0.031234 | val_loss: 0.0312327 | Time: 6751.21 ms [2022-03-20 21:00:09 main:574] : INFO : Epoch 1771 | loss: 0.0312338 | val_loss: 0.0312314 | Time: 10187.4 ms [2022-03-20 21:00:25 main:574] : INFO : Epoch 1772 | loss: 0.0312323 | val_loss: 0.0312308 | Time: 16437.7 ms [2022-03-20 21:00:32 main:574] : INFO : Epoch 1773 | loss: 0.0312326 | val_loss: 0.0312307 | Time: 6550.04 ms [2022-03-20 21:00:38 main:574] : INFO : Epoch 1774 | loss: 0.0312325 | val_loss: 0.0312338 | Time: 6266.74 ms [2022-03-20 21:00:45 main:574] : INFO : Epoch 1775 | loss: 0.0312357 | val_loss: 0.031233 | Time: 6518.71 ms [2022-03-20 21:00:52 main:574] : INFO : Epoch 1776 | loss: 0.0312354 | val_loss: 0.0312308 | Time: 6821.64 ms [2022-03-20 21:00:58 main:574] : INFO : Epoch 1777 | loss: 0.0312323 | val_loss: 0.0312312 | Time: 6699.21 ms [2022-03-20 21:01:05 main:574] : INFO : Epoch 1778 | loss: 0.0312331 | val_loss: 0.0312315 | Time: 6885.79 ms [2022-03-20 21:01:12 main:574] : INFO : Epoch 1779 | loss: 0.0312344 | val_loss: 0.031233 | Time: 6546.7 ms [2022-03-20 21:01:18 main:574] : INFO : Epoch 1780 | loss: 0.031232 | val_loss: 0.0312299 | Time: 6673.13 ms [2022-03-20 21:01:25 main:574] : INFO : Epoch 1781 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 6892.99 ms [2022-03-20 21:01:32 main:574] : INFO : Epoch 1782 | loss: 0.0312326 | val_loss: 0.0312305 | Time: 6406.6 ms [2022-03-20 21:01:39 main:574] : INFO : Epoch 1783 | loss: 0.0312325 | val_loss: 0.0312309 | Time: 6831.47 ms [2022-03-20 21:01:45 main:574] : INFO : Epoch 1784 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 6735.93 ms [2022-03-20 21:01:52 main:574] : INFO : Epoch 1785 | loss: 0.0312329 | val_loss: 0.0312329 | Time: 6367.84 ms [2022-03-20 21:01:59 main:574] : INFO : Epoch 1786 | loss: 0.0312327 | val_loss: 0.0312307 | Time: 7158.05 ms [2022-03-20 21:02:06 main:574] : INFO : Epoch 1787 | loss: 0.031232 | val_loss: 0.0312308 | Time: 6576.21 ms [2022-03-20 21:02:12 main:574] : INFO : Epoch 1788 | loss: 0.0312331 | val_loss: 0.0312302 | Time: 6655.27 ms [2022-03-20 21:02:19 main:574] : INFO : Epoch 1789 | loss: 0.0312326 | val_loss: 0.0312307 | Time: 6992.63 ms [2022-03-20 21:02:26 main:574] : INFO : Epoch 1790 | loss: 0.0312322 | val_loss: 0.0312358 | Time: 6568.51 ms [2022-03-20 21:02:34 main:574] : INFO : Epoch 1791 | loss: 0.0312344 | val_loss: 0.0312337 | Time: 7831.88 ms [2022-03-20 21:02:40 main:574] : INFO : Epoch 1792 | loss: 0.0312356 | val_loss: 0.0312347 | Time: 6597.18 ms [2022-03-20 21:02:47 main:574] : INFO : Epoch 1793 | loss: 0.0312333 | val_loss: 0.0312315 | Time: 6686.32 ms [2022-03-20 21:02:54 main:574] : INFO : Epoch 1794 | loss: 0.0312326 | val_loss: 0.0312312 | Time: 6783.01 ms [2022-03-20 21:03:00 main:574] : INFO : Epoch 1795 | loss: 0.0312326 | val_loss: 0.0312318 | Time: 6526.42 ms [2022-03-20 21:03:07 main:574] : INFO : Epoch 1796 | loss: 0.0312331 | val_loss: 0.0312306 | Time: 6964.9 ms [2022-03-20 21:03:14 main:574] : INFO : Epoch 1797 | loss: 0.0312326 | val_loss: 0.0312305 | Time: 6470.31 ms [2022-03-20 21:03:20 main:574] : INFO : Epoch 1798 | loss: 0.0312328 | val_loss: 0.0312306 | Time: 6569.47 ms [2022-03-20 21:03:28 main:574] : INFO : Epoch 1799 | loss: 0.0312334 | val_loss: 0.0312302 | Time: 7591.45 ms [2022-03-20 21:03:34 main:574] : INFO : Epoch 1800 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 6513.31 ms [2022-03-20 21:03:41 main:574] : INFO : Epoch 1801 | loss: 0.0312317 | val_loss: 0.0312311 | Time: 6791.07 ms [2022-03-20 21:03:48 main:574] : INFO : Epoch 1802 | loss: 0.0312323 | val_loss: 0.0312322 | Time: 6843.26 ms [2022-03-20 21:03:54 main:574] : INFO : Epoch 1803 | loss: 0.0312325 | val_loss: 0.031231 | Time: 6466.99 ms [2022-03-20 21:04:01 main:574] : INFO : Epoch 1804 | loss: 0.0312322 | val_loss: 0.0312302 | Time: 6940.04 ms [2022-03-20 21:04:08 main:574] : INFO : Epoch 1805 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 6723.62 ms [2022-03-20 21:04:15 main:574] : INFO : Epoch 1806 | loss: 0.0312324 | val_loss: 0.0312317 | Time: 6652.88 ms [2022-03-20 21:04:21 main:574] : INFO : Epoch 1807 | loss: 0.0312326 | val_loss: 0.0312303 | Time: 6502.28 ms [2022-03-20 21:04:28 main:574] : INFO : Epoch 1808 | loss: 0.0312329 | val_loss: 0.0312302 | Time: 6724.4 ms [2022-03-20 21:04:35 main:574] : INFO : Epoch 1809 | loss: 0.0312317 | val_loss: 0.0312312 | Time: 6994.78 ms [2022-03-20 21:04:42 main:574] : INFO : Epoch 1810 | loss: 0.0312326 | val_loss: 0.0312313 | Time: 6541.97 ms [2022-03-20 21:04:48 main:574] : INFO : Epoch 1811 | loss: 0.0312323 | val_loss: 0.0312336 | Time: 6669.67 ms [2022-03-20 21:04:55 main:574] : INFO : Epoch 1812 | loss: 0.031233 | val_loss: 0.0312305 | Time: 6847.73 ms [2022-03-20 21:05:02 main:574] : INFO : Epoch 1813 | loss: 0.031232 | val_loss: 0.0312305 | Time: 6532.86 ms [2022-03-20 21:05:09 main:574] : INFO : Epoch 1814 | loss: 0.0312318 | val_loss: 0.03123 | Time: 6892.26 ms [2022-03-20 21:05:15 main:574] : INFO : Epoch 1815 | loss: 0.0312327 | val_loss: 0.0312307 | Time: 6701.87 ms [2022-03-20 21:05:22 main:574] : INFO : Epoch 1816 | loss: 0.0312328 | val_loss: 0.0312311 | Time: 6503.72 ms [2022-03-20 21:05:29 main:574] : INFO : Epoch 1817 | loss: 0.0312333 | val_loss: 0.0312303 | Time: 7057.65 ms [2022-03-20 21:05:35 main:574] : INFO : Epoch 1818 | loss: 0.0312326 | val_loss: 0.0312301 | Time: 6452.62 ms [2022-03-20 21:05:42 main:574] : INFO : Epoch 1819 | loss: 0.0312327 | val_loss: 0.0312321 | Time: 6651.76 ms [2022-03-20 21:05:49 main:574] : INFO : Epoch 1820 | loss: 0.0312347 | val_loss: 0.0312419 | Time: 6959.77 ms [2022-03-20 21:05:56 main:574] : INFO : Epoch 1821 | loss: 0.0312382 | val_loss: 0.0312326 | Time: 6549.06 ms [2022-03-20 21:06:02 main:574] : INFO : Epoch 1822 | loss: 0.0312441 | val_loss: 0.0312604 | Time: 6795.71 ms [2022-03-20 21:06:09 main:574] : INFO : Epoch 1823 | loss: 0.0463502 | val_loss: 0.0338304 | Time: 6935.87 ms [2022-03-20 21:06:16 main:574] : INFO : Epoch 1824 | loss: 0.0337268 | val_loss: 0.0319985 | Time: 6560.89 ms [2022-03-20 21:06:23 main:574] : INFO : Epoch 1825 | loss: 0.0316834 | val_loss: 0.0312833 | Time: 6903.14 ms [2022-03-20 21:06:29 main:574] : INFO : Epoch 1826 | loss: 0.031303 | val_loss: 0.031266 | Time: 6697.09 ms [2022-03-20 21:06:36 main:574] : INFO : Epoch 1827 | loss: 0.0312594 | val_loss: 0.0312494 | Time: 6803.47 ms [2022-03-20 21:06:43 main:574] : INFO : Epoch 1828 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 6571.13 ms [2022-03-20 21:06:50 main:574] : INFO : Epoch 1829 | loss: 0.0312442 | val_loss: 0.0312448 | Time: 6656.37 ms [2022-03-20 21:06:57 main:574] : INFO : Epoch 1830 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 6928.69 ms [2022-03-20 21:07:03 main:574] : INFO : Epoch 1831 | loss: 0.0312416 | val_loss: 0.0312422 | Time: 6694.76 ms [2022-03-20 21:07:10 main:574] : INFO : Epoch 1832 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 6789.25 ms [2022-03-20 21:07:17 main:574] : INFO : Epoch 1833 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 6643.18 ms [2022-03-20 21:07:23 main:574] : INFO : Epoch 1834 | loss: 0.0312393 | val_loss: 0.031241 | Time: 6587.45 ms [2022-03-20 21:07:30 main:574] : INFO : Epoch 1835 | loss: 0.0312389 | val_loss: 0.0312387 | Time: 6757.1 ms [2022-03-20 21:07:37 main:574] : INFO : Epoch 1836 | loss: 0.0312377 | val_loss: 0.0312378 | Time: 6640.56 ms [2022-03-20 21:07:43 main:574] : INFO : Epoch 1837 | loss: 0.0312369 | val_loss: 0.0312369 | Time: 6479.58 ms [2022-03-20 21:07:50 main:574] : INFO : Epoch 1838 | loss: 0.0312363 | val_loss: 0.0312363 | Time: 7113.36 ms [2022-03-20 21:07:57 main:574] : INFO : Epoch 1839 | loss: 0.0312357 | val_loss: 0.0312356 | Time: 6650.95 ms [2022-03-20 21:08:04 main:574] : INFO : Epoch 1840 | loss: 0.0312353 | val_loss: 0.0312349 | Time: 6800.94 ms [2022-03-20 21:08:11 main:574] : INFO : Epoch 1841 | loss: 0.031235 | val_loss: 0.0312348 | Time: 6781.12 ms [2022-03-20 21:08:17 main:574] : INFO : Epoch 1842 | loss: 0.0312346 | val_loss: 0.0312344 | Time: 6503.63 ms [2022-03-20 21:08:24 main:574] : INFO : Epoch 1843 | loss: 0.0312346 | val_loss: 0.0312337 | Time: 6974.88 ms [2022-03-20 21:08:31 main:574] : INFO : Epoch 1844 | loss: 0.031234 | val_loss: 0.0312333 | Time: 6761.28 ms [2022-03-20 21:08:38 main:574] : INFO : Epoch 1845 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 6876.01 ms [2022-03-20 21:08:44 main:574] : INFO : Epoch 1846 | loss: 0.0312337 | val_loss: 0.0312327 | Time: 6714.67 ms [2022-03-20 21:08:51 main:574] : INFO : Epoch 1847 | loss: 0.0312333 | val_loss: 0.0312325 | Time: 6443.36 ms [2022-03-20 21:08:58 main:574] : INFO : Epoch 1848 | loss: 0.0312333 | val_loss: 0.0312323 | Time: 6770.91 ms [2022-03-20 21:09:04 main:574] : INFO : Epoch 1849 | loss: 0.0312333 | val_loss: 0.0312324 | Time: 6770.21 ms [2022-03-20 21:09:11 main:574] : INFO : Epoch 1850 | loss: 0.0312332 | val_loss: 0.0312325 | Time: 6476.12 ms [2022-03-20 21:09:18 main:574] : INFO : Epoch 1851 | loss: 0.0312332 | val_loss: 0.0312321 | Time: 7062.33 ms [2022-03-20 21:09:24 main:574] : INFO : Epoch 1852 | loss: 0.0312334 | val_loss: 0.0312333 | Time: 6502.83 ms [2022-03-20 21:09:31 main:574] : INFO : Epoch 1853 | loss: 0.0312334 | val_loss: 0.0312321 | Time: 6592.67 ms [2022-03-20 21:09:38 main:574] : INFO : Epoch 1854 | loss: 0.0312329 | val_loss: 0.0312317 | Time: 6842.25 ms [2022-03-20 21:09:44 main:574] : INFO : Epoch 1855 | loss: 0.0312331 | val_loss: 0.0312325 | Time: 6351.12 ms [2022-03-20 21:09:51 main:574] : INFO : Epoch 1856 | loss: 0.0312328 | val_loss: 0.0312318 | Time: 6760.31 ms [2022-03-20 21:09:58 main:574] : INFO : Epoch 1857 | loss: 0.0312327 | val_loss: 0.0312315 | Time: 6768.63 ms [2022-03-20 21:10:05 main:574] : INFO : Epoch 1858 | loss: 0.0312326 | val_loss: 0.0312314 | Time: 6646.59 ms [2022-03-20 21:10:11 main:574] : INFO : Epoch 1859 | loss: 0.0312328 | val_loss: 0.0312318 | Time: 6722.81 ms [2022-03-20 21:10:18 main:574] : INFO : Epoch 1860 | loss: 0.031233 | val_loss: 0.0312319 | Time: 6644.09 ms [2022-03-20 21:10:25 main:574] : INFO : Epoch 1861 | loss: 0.0312328 | val_loss: 0.0312313 | Time: 6830.82 ms [2022-03-20 21:10:32 main:574] : INFO : Epoch 1862 | loss: 0.0312325 | val_loss: 0.0312312 | Time: 6818.19 ms [2022-03-20 21:10:38 main:574] : INFO : Epoch 1863 | loss: 0.0312326 | val_loss: 0.0312313 | Time: 6604.37 ms [2022-03-20 21:10:45 main:574] : INFO : Epoch 1864 | loss: 0.0312324 | val_loss: 0.0312317 | Time: 6914.43 ms [2022-03-20 21:10:52 main:574] : INFO : Epoch 1865 | loss: 0.0312327 | val_loss: 0.0312316 | Time: 6411.26 ms [2022-03-20 21:10:59 main:574] : INFO : Epoch 1866 | loss: 0.0312323 | val_loss: 0.0312309 | Time: 6957.72 ms [2022-03-20 21:11:05 main:574] : INFO : Epoch 1867 | loss: 0.0312323 | val_loss: 0.0312308 | Time: 6807.38 ms [2022-03-20 21:11:12 main:574] : INFO : Epoch 1868 | loss: 0.0312325 | val_loss: 0.031231 | Time: 6520.17 ms [2022-03-20 21:11:19 main:574] : INFO : Epoch 1869 | loss: 0.0312325 | val_loss: 0.0312311 | Time: 6873.41 ms [2022-03-20 21:11:25 main:574] : INFO : Epoch 1870 | loss: 0.0312324 | val_loss: 0.031231 | Time: 6711.89 ms [2022-03-20 21:11:32 main:574] : INFO : Epoch 1871 | loss: 0.0312322 | val_loss: 0.0312309 | Time: 6651.96 ms [2022-03-20 21:11:39 main:574] : INFO : Epoch 1872 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 6866.24 ms [2022-03-20 21:11:46 main:574] : INFO : Epoch 1873 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 6461.1 ms [2022-03-20 21:11:52 main:574] : INFO : Epoch 1874 | loss: 0.031232 | val_loss: 0.0312306 | Time: 6667.94 ms [2022-03-20 21:11:59 main:574] : INFO : Epoch 1875 | loss: 0.0312321 | val_loss: 0.0312306 | Time: 6866.42 ms [2022-03-20 21:12:05 main:574] : INFO : Epoch 1876 | loss: 0.0312329 | val_loss: 0.0312307 | Time: 6363.07 ms [2022-03-20 21:12:12 main:574] : INFO : Epoch 1877 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 6790.62 ms [2022-03-20 21:12:19 main:574] : INFO : Epoch 1878 | loss: 0.031232 | val_loss: 0.0312305 | Time: 6861.96 ms [2022-03-20 21:12:26 main:574] : INFO : Epoch 1879 | loss: 0.0312324 | val_loss: 0.0312312 | Time: 6749.44 ms [2022-03-20 21:12:33 main:574] : INFO : Epoch 1880 | loss: 0.0312323 | val_loss: 0.0312318 | Time: 6833.34 ms [2022-03-20 21:12:39 main:574] : INFO : Epoch 1881 | loss: 0.0312324 | val_loss: 0.0312305 | Time: 6693.13 ms [2022-03-20 21:12:46 main:574] : INFO : Epoch 1882 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 6583.61 ms [2022-03-20 21:12:53 main:574] : INFO : Epoch 1883 | loss: 0.0312325 | val_loss: 0.0312314 | Time: 6723.77 ms [2022-03-20 21:13:00 main:574] : INFO : Epoch 1884 | loss: 0.0312323 | val_loss: 0.0312307 | Time: 7656.96 ms [2022-03-20 21:13:07 main:574] : INFO : Epoch 1885 | loss: 0.0312321 | val_loss: 0.0312303 | Time: 6636.85 ms [2022-03-20 21:13:14 main:574] : INFO : Epoch 1886 | loss: 0.0312318 | val_loss: 0.0312328 | Time: 6466.94 ms [2022-03-20 21:13:20 main:574] : INFO : Epoch 1887 | loss: 0.0312325 | val_loss: 0.0312304 | Time: 6871.43 ms [2022-03-20 21:13:27 main:574] : INFO : Epoch 1888 | loss: 0.0312323 | val_loss: 0.0312325 | Time: 6908.02 ms [2022-03-20 21:13:34 main:574] : INFO : Epoch 1889 | loss: 0.031233 | val_loss: 0.0312308 | Time: 6463.72 ms [2022-03-20 21:13:41 main:574] : INFO : Epoch 1890 | loss: 0.0312324 | val_loss: 0.0312315 | Time: 6991.16 ms [2022-03-20 21:13:47 main:574] : INFO : Epoch 1891 | loss: 0.0312322 | val_loss: 0.0312304 | Time: 6400.88 ms [2022-03-20 21:13:54 main:574] : INFO : Epoch 1892 | loss: 0.0312318 | val_loss: 0.0312306 | Time: 6796.86 ms [2022-03-20 21:14:01 main:574] : INFO : Epoch 1893 | loss: 0.031232 | val_loss: 0.0312305 | Time: 6890.67 ms [2022-03-20 21:14:08 main:574] : INFO : Epoch 1894 | loss: 0.0312321 | val_loss: 0.0312308 | Time: 6581.42 ms [2022-03-20 21:14:14 main:574] : INFO : Epoch 1895 | loss: 0.0312325 | val_loss: 0.0312306 | Time: 6573.96 ms [2022-03-20 21:14:21 main:574] : INFO : Epoch 1896 | loss: 0.0312324 | val_loss: 0.031231 | Time: 6920.48 ms [2022-03-20 21:14:28 main:574] : INFO : Epoch 1897 | loss: 0.0312323 | val_loss: 0.0312303 | Time: 6747.8 ms [2022-03-20 21:14:34 main:574] : INFO : Epoch 1898 | loss: 0.0312323 | val_loss: 0.0312302 | Time: 6634.85 ms [2022-03-20 21:14:41 main:574] : INFO : Epoch 1899 | loss: 0.031232 | val_loss: 0.0312304 | Time: 6556.43 ms [2022-03-20 21:14:48 main:574] : INFO : Epoch 1900 | loss: 0.0312318 | val_loss: 0.0312302 | Time: 6756.66 ms [2022-03-20 21:14:54 main:574] : INFO : Epoch 1901 | loss: 0.0312317 | val_loss: 0.0312303 | Time: 6669.16 ms [2022-03-20 21:15:01 main:574] : INFO : Epoch 1902 | loss: 0.031232 | val_loss: 0.0312303 | Time: 6524.34 ms [2022-03-20 21:15:08 main:574] : INFO : Epoch 1903 | loss: 0.0312319 | val_loss: 0.0312304 | Time: 6755.71 ms [2022-03-20 21:15:14 main:574] : INFO : Epoch 1904 | loss: 0.0312319 | val_loss: 0.0312309 | Time: 6689.82 ms [2022-03-20 21:15:21 main:574] : INFO : Epoch 1905 | loss: 0.031232 | val_loss: 0.0312303 | Time: 6766.56 ms [2022-03-20 21:15:28 main:574] : INFO : Epoch 1906 | loss: 0.0312321 | val_loss: 0.0312309 | Time: 6777.86 ms [2022-03-20 21:15:34 main:574] : INFO : Epoch 1907 | loss: 0.0312322 | val_loss: 0.0312303 | Time: 6382.37 ms [2022-03-20 21:15:41 main:574] : INFO : Epoch 1908 | loss: 0.0312319 | val_loss: 0.0312303 | Time: 7014.82 ms [2022-03-20 21:15:49 main:574] : INFO : Epoch 1909 | loss: 0.031232 | val_loss: 0.0312302 | Time: 7068.74 ms [2022-03-20 21:15:55 main:574] : INFO : Epoch 1910 | loss: 0.0312317 | val_loss: 0.0312307 | Time: 6761.34 ms [2022-03-20 21:16:02 main:574] : INFO : Epoch 1911 | loss: 0.0312322 | val_loss: 0.0312322 | Time: 6738.58 ms [2022-03-20 21:16:09 main:574] : INFO : Epoch 1912 | loss: 0.0312325 | val_loss: 0.0312303 | Time: 6746.03 ms [2022-03-20 21:16:15 main:574] : INFO : Epoch 1913 | loss: 0.0312318 | val_loss: 0.0312302 | Time: 6644.31 ms [2022-03-20 21:16:22 main:574] : INFO : Epoch 1914 | loss: 0.0312319 | val_loss: 0.0312317 | Time: 6866.43 ms [2022-03-20 21:16:29 main:574] : INFO : Epoch 1915 | loss: 0.031232 | val_loss: 0.0312304 | Time: 6737.04 ms [2022-03-20 21:16:36 main:574] : INFO : Epoch 1916 | loss: 0.0312319 | val_loss: 0.0312304 | Time: 6810.98 ms [2022-03-20 21:16:42 main:574] : INFO : Epoch 1917 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 6626.14 ms [2022-03-20 21:16:50 main:574] : INFO : Epoch 1918 | loss: 0.0312325 | val_loss: 0.0312308 | Time: 7243.19 ms [2022-03-20 21:16:56 main:574] : INFO : Epoch 1919 | loss: 0.031232 | val_loss: 0.0312305 | Time: 6646.93 ms [2022-03-20 21:17:03 main:574] : INFO : Epoch 1920 | loss: 0.0312321 | val_loss: 0.0312305 | Time: 6425.35 ms [2022-03-20 21:17:10 main:574] : INFO : Epoch 1921 | loss: 0.031232 | val_loss: 0.0312302 | Time: 6956 ms [2022-03-20 21:17:16 main:574] : INFO : Epoch 1922 | loss: 0.0312319 | val_loss: 0.0312301 | Time: 6678.25 ms [2022-03-20 21:17:23 main:574] : INFO : Epoch 1923 | loss: 0.0312317 | val_loss: 0.0312302 | Time: 6624.21 ms [2022-03-20 21:17:30 main:574] : INFO : Epoch 1924 | loss: 0.0312325 | val_loss: 0.0312309 | Time: 6849.94 ms [2022-03-20 21:17:36 main:574] : INFO : Epoch 1925 | loss: 0.0312323 | val_loss: 0.0312305 | Time: 6352.77 ms [2022-03-20 21:17:43 main:574] : INFO : Epoch 1926 | loss: 0.031232 | val_loss: 0.0312303 | Time: 6563.46 ms [2022-03-20 21:17:50 main:574] : INFO : Epoch 1927 | loss: 0.0312318 | val_loss: 0.0312307 | Time: 6922.95 ms [2022-03-20 21:17:56 main:574] : INFO : Epoch 1928 | loss: 0.0312319 | val_loss: 0.0312308 | Time: 6422.49 ms [2022-03-20 21:18:03 main:574] : INFO : Epoch 1929 | loss: 0.0312325 | val_loss: 0.0312312 | Time: 6813.57 ms [2022-03-20 21:18:10 main:574] : INFO : Epoch 1930 | loss: 0.0312341 | val_loss: 0.0312312 | Time: 6801.24 ms [2022-03-20 21:18:17 main:574] : INFO : Epoch 1931 | loss: 0.0312326 | val_loss: 0.0312305 | Time: 6722.55 ms [2022-03-20 21:18:23 main:574] : INFO : Epoch 1932 | loss: 0.0312317 | val_loss: 0.031231 | Time: 6669.27 ms [2022-03-20 21:18:30 main:574] : INFO : Epoch 1933 | loss: 0.0312319 | val_loss: 0.0312303 | Time: 6745.67 ms [2022-03-20 21:18:37 main:574] : INFO : Epoch 1934 | loss: 0.0312319 | val_loss: 0.0312305 | Time: 6558.02 ms [2022-03-20 21:18:43 main:574] : INFO : Epoch 1935 | loss: 0.0312328 | val_loss: 0.031233 | Time: 6752.38 ms [2022-03-20 21:18:50 main:574] : INFO : Epoch 1936 | loss: 0.031233 | val_loss: 0.0312308 | Time: 6909.74 ms [2022-03-20 21:18:57 main:574] : INFO : Epoch 1937 | loss: 0.0312326 | val_loss: 0.0312309 | Time: 6683.13 ms [2022-03-20 21:19:04 main:574] : INFO : Epoch 1938 | loss: 0.0312319 | val_loss: 0.0312301 | Time: 6439.63 ms [2022-03-20 21:19:10 main:574] : INFO : Epoch 1939 | loss: 0.0312318 | val_loss: 0.0312303 | Time: 6914.72 ms [2022-03-20 21:19:17 main:574] : INFO : Epoch 1940 | loss: 0.031232 | val_loss: 0.0312305 | Time: 6725.02 ms [2022-03-20 21:19:23 main:574] : INFO : Epoch 1941 | loss: 0.0312321 | val_loss: 0.0312312 | Time: 6169.43 ms [2022-03-20 21:19:30 main:574] : INFO : Epoch 1942 | loss: 0.031232 | val_loss: 0.0312308 | Time: 6863.91 ms [2022-03-20 21:19:37 main:574] : INFO : Epoch 1943 | loss: 0.0312317 | val_loss: 0.0312304 | Time: 6809.09 ms [2022-03-20 21:19:44 main:574] : INFO : Epoch 1944 | loss: 0.031232 | val_loss: 0.0312303 | Time: 6704.92 ms [2022-03-20 21:19:51 main:574] : INFO : Epoch 1945 | loss: 0.0312323 | val_loss: 0.0312306 | Time: 6973.3 ms [2022-03-20 21:19:57 main:574] : INFO : Epoch 1946 | loss: 0.0312328 | val_loss: 0.0312316 | Time: 6396.73 ms [2022-03-20 21:20:04 main:574] : INFO : Epoch 1947 | loss: 0.031233 | val_loss: 0.0312309 | Time: 6750.25 ms [2022-03-20 21:20:11 main:574] : INFO : Epoch 1948 | loss: 0.0312325 | val_loss: 0.0312309 | Time: 6918.95 ms [2022-03-20 21:20:17 main:574] : INFO : Epoch 1949 | loss: 0.0312331 | val_loss: 0.0312313 | Time: 6486.52 ms [2022-03-20 21:20:24 main:574] : INFO : Epoch 1950 | loss: 0.0312334 | val_loss: 0.0312312 | Time: 6788.39 ms [2022-03-20 21:20:31 main:574] : INFO : Epoch 1951 | loss: 0.0312325 | val_loss: 0.0312353 | Time: 6658.25 ms [2022-03-20 21:20:37 main:574] : INFO : Epoch 1952 | loss: 0.0312328 | val_loss: 0.0312304 | Time: 6603.86 ms [2022-03-20 21:20:44 main:574] : INFO : Epoch 1953 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 6795.32 ms [2022-03-20 21:20:51 main:574] : INFO : Epoch 1954 | loss: 0.0312322 | val_loss: 0.0312305 | Time: 6709.78 ms [2022-03-20 21:20:58 main:574] : INFO : Epoch 1955 | loss: 0.031232 | val_loss: 0.0312307 | Time: 6723.73 ms [2022-03-20 21:21:05 main:574] : INFO : Epoch 1956 | loss: 0.0312321 | val_loss: 0.0312305 | Time: 6852.03 ms [2022-03-20 21:21:12 main:574] : INFO : Epoch 1957 | loss: 0.0312321 | val_loss: 0.031231 | Time: 6935.1 ms [2022-03-20 21:21:18 main:574] : INFO : Epoch 1958 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 6842.48 ms [2022-03-20 21:21:25 main:574] : INFO : Epoch 1959 | loss: 0.031232 | val_loss: 0.0312302 | Time: 6459.65 ms [2022-03-20 21:21:32 main:574] : INFO : Epoch 1960 | loss: 0.0312321 | val_loss: 0.0312301 | Time: 6882.78 ms [2022-03-20 21:21:39 main:574] : INFO : Epoch 1961 | loss: 0.0312318 | val_loss: 0.031231 | Time: 6820.14 ms [2022-03-20 21:21:45 main:574] : INFO : Epoch 1962 | loss: 0.0312323 | val_loss: 0.0312302 | Time: 6424.48 ms [2022-03-20 21:21:52 main:574] : INFO : Epoch 1963 | loss: 0.0312318 | val_loss: 0.0312305 | Time: 6945.63 ms [2022-03-20 21:21:58 main:574] : INFO : Epoch 1964 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 6489.36 ms [2022-03-20 21:22:05 main:574] : INFO : Epoch 1965 | loss: 0.0312321 | val_loss: 0.0312302 | Time: 6664.38 ms [2022-03-20 21:22:12 main:574] : INFO : Epoch 1966 | loss: 0.0312321 | val_loss: 0.031231 | Time: 6950.16 ms [2022-03-20 21:22:19 main:574] : INFO : Epoch 1967 | loss: 0.031232 | val_loss: 0.0312302 | Time: 6515.77 ms [2022-03-20 21:22:25 main:574] : INFO : Epoch 1968 | loss: 0.0312316 | val_loss: 0.0312306 | Time: 6605.39 ms [2022-03-20 21:22:32 main:574] : INFO : Epoch 1969 | loss: 0.0312327 | val_loss: 0.0312317 | Time: 6810.31 ms [2022-03-20 21:22:39 main:574] : INFO : Epoch 1970 | loss: 0.0312324 | val_loss: 0.031232 | Time: 6859.38 ms [2022-03-20 21:22:46 main:574] : INFO : Epoch 1971 | loss: 0.0312319 | val_loss: 0.0312301 | Time: 6826.41 ms [2022-03-20 21:22:53 main:574] : INFO : Epoch 1972 | loss: 0.031232 | val_loss: 0.031231 | Time: 6776.42 ms [2022-03-20 21:22:59 main:574] : INFO : Epoch 1973 | loss: 0.031232 | val_loss: 0.0312306 | Time: 6869.97 ms [2022-03-20 21:23:06 main:574] : INFO : Epoch 1974 | loss: 0.0312323 | val_loss: 0.0312318 | Time: 6741.63 ms [2022-03-20 21:23:13 main:574] : INFO : Epoch 1975 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 6698.12 ms [2022-03-20 21:23:20 main:574] : INFO : Epoch 1976 | loss: 0.031233 | val_loss: 0.0312312 | Time: 6852.53 ms [2022-03-20 21:23:27 main:574] : INFO : Epoch 1977 | loss: 0.0312319 | val_loss: 0.0312301 | Time: 6793.86 ms [2022-03-20 21:23:33 main:574] : INFO : Epoch 1978 | loss: 0.0312318 | val_loss: 0.0312303 | Time: 6581.82 ms [2022-03-20 21:23:40 main:574] : INFO : Epoch 1979 | loss: 0.0312317 | val_loss: 0.0312314 | Time: 6793.83 ms [2022-03-20 21:23:46 main:574] : INFO : Epoch 1980 | loss: 0.031232 | val_loss: 0.0312302 | Time: 6481.13 ms [2022-03-20 21:23:53 main:574] : INFO : Epoch 1981 | loss: 0.0312319 | val_loss: 0.0312302 | Time: 6750.31 ms [2022-03-20 21:24:00 main:574] : INFO : Epoch 1982 | loss: 0.0312328 | val_loss: 0.0312306 | Time: 6917.57 ms [2022-03-20 21:24:07 main:574] : INFO : Epoch 1983 | loss: 0.0312323 | val_loss: 0.0312311 | Time: 6609.72 ms [2022-03-20 21:24:13 main:574] : INFO : Epoch 1984 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 6551.93 ms [2022-03-20 21:24:20 main:574] : INFO : Epoch 1985 | loss: 0.031232 | val_loss: 0.0312305 | Time: 6573.95 ms [2022-03-20 21:24:27 main:574] : INFO : Epoch 1986 | loss: 0.0312321 | val_loss: 0.0312305 | Time: 6646.46 ms [2022-03-20 21:24:33 main:574] : INFO : Epoch 1987 | loss: 0.0312318 | val_loss: 0.0312301 | Time: 6640.74 ms [2022-03-20 21:24:40 main:574] : INFO : Epoch 1988 | loss: 0.0312325 | val_loss: 0.0312308 | Time: 6606.88 ms [2022-03-20 21:24:47 main:574] : INFO : Epoch 1989 | loss: 0.0312322 | val_loss: 0.031232 | Time: 6738.47 ms [2022-03-20 21:24:53 main:574] : INFO : Epoch 1990 | loss: 0.0312331 | val_loss: 0.0312329 | Time: 6761.73 ms [2022-03-20 21:25:00 main:574] : INFO : Epoch 1991 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 7060.16 ms [2022-03-20 21:25:07 main:574] : INFO : Epoch 1992 | loss: 0.0312332 | val_loss: 0.0312307 | Time: 6646.73 ms [2022-03-20 21:25:14 main:574] : INFO : Epoch 1993 | loss: 0.0312322 | val_loss: 0.0312304 | Time: 6598.92 ms [2022-03-20 21:25:21 main:574] : INFO : Epoch 1994 | loss: 0.0312325 | val_loss: 0.0312313 | Time: 7132.59 ms [2022-03-20 21:25:28 main:574] : INFO : Epoch 1995 | loss: 0.0312319 | val_loss: 0.0312302 | Time: 6750 ms [2022-03-20 21:25:34 main:574] : INFO : Epoch 1996 | loss: 0.0312325 | val_loss: 0.0312312 | Time: 6618.81 ms [2022-03-20 21:25:41 main:574] : INFO : Epoch 1997 | loss: 0.0312328 | val_loss: 0.0312309 | Time: 6979.35 ms [2022-03-20 21:25:48 main:574] : INFO : Epoch 1998 | loss: 0.0312317 | val_loss: 0.0312301 | Time: 6368.66 ms [2022-03-20 21:25:54 main:574] : INFO : Epoch 1999 | loss: 0.0312317 | val_loss: 0.0312307 | Time: 6781.16 ms [2022-03-20 21:26:01 main:574] : INFO : Epoch 2000 | loss: 0.0312319 | val_loss: 0.031232 | Time: 6957.55 ms [2022-03-20 21:26:08 main:574] : INFO : Epoch 2001 | loss: 0.0312327 | val_loss: 0.0312334 | Time: 6605.05 ms [2022-03-20 21:26:14 main:574] : INFO : Epoch 2002 | loss: 0.031234 | val_loss: 0.0312307 | Time: 6369.18 ms [2022-03-20 21:26:21 main:574] : INFO : Epoch 2003 | loss: 0.0312321 | val_loss: 0.0312313 | Time: 6889.81 ms [2022-03-20 21:26:28 main:574] : INFO : Epoch 2004 | loss: 0.0312321 | val_loss: 0.0312301 | Time: 6654.36 ms [2022-03-20 21:26:35 main:574] : INFO : Epoch 2005 | loss: 0.031232 | val_loss: 0.0312317 | Time: 6708.71 ms [2022-03-20 21:26:41 main:574] : INFO : Epoch 2006 | loss: 0.0312325 | val_loss: 0.0312318 | Time: 6604.45 ms [2022-03-20 21:26:48 main:574] : INFO : Epoch 2007 | loss: 0.0312333 | val_loss: 0.031232 | Time: 6579.18 ms [2022-03-20 21:26:55 main:574] : INFO : Epoch 2008 | loss: 0.0312329 | val_loss: 0.0312315 | Time: 6782.46 ms [2022-03-20 21:27:01 main:574] : INFO : Epoch 2009 | loss: 0.0312321 | val_loss: 0.031231 | Time: 6784.32 ms [2022-03-20 21:27:08 main:574] : INFO : Epoch 2010 | loss: 0.0312324 | val_loss: 0.031231 | Time: 6701.59 ms [2022-03-20 21:27:15 main:574] : INFO : Epoch 2011 | loss: 0.0312332 | val_loss: 0.031232 | Time: 6481.13 ms [2022-03-20 21:27:22 main:574] : INFO : Epoch 2012 | loss: 0.0312324 | val_loss: 0.0312302 | Time: 6924.93 ms [2022-03-20 21:27:28 main:574] : INFO : Epoch 2013 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 6573.21 ms [2022-03-20 21:27:35 main:574] : INFO : Epoch 2014 | loss: 0.0312328 | val_loss: 0.0312327 | Time: 6439.91 ms [2022-03-20 21:27:41 main:574] : INFO : Epoch 2015 | loss: 0.031233 | val_loss: 0.0312305 | Time: 6833.34 ms [2022-03-20 21:27:48 main:574] : INFO : Epoch 2016 | loss: 0.0312321 | val_loss: 0.0312303 | Time: 6675.86 ms [2022-03-20 21:27:55 main:574] : INFO : Epoch 2017 | loss: 0.0312321 | val_loss: 0.0312304 | Time: 6620.15 ms [2022-03-20 21:28:02 main:574] : INFO : Epoch 2018 | loss: 0.031232 | val_loss: 0.031234 | Time: 6851.55 ms [2022-03-20 21:28:08 main:574] : INFO : Epoch 2019 | loss: 0.031233 | val_loss: 0.0312315 | Time: 6436.03 ms [2022-03-20 21:28:15 main:574] : INFO : Epoch 2020 | loss: 0.0312326 | val_loss: 0.0312302 | Time: 6589.92 ms [2022-03-20 21:28:22 main:574] : INFO : Epoch 2021 | loss: 0.0312335 | val_loss: 0.0312307 | Time: 6988.19 ms [2022-03-20 21:28:28 main:574] : INFO : Epoch 2022 | loss: 0.0312322 | val_loss: 0.0312309 | Time: 6757.49 ms [2022-03-20 21:28:35 main:574] : INFO : Epoch 2023 | loss: 0.0312322 | val_loss: 0.0312308 | Time: 6499.56 ms [2022-03-20 21:28:42 main:574] : INFO : Epoch 2024 | loss: 0.0312327 | val_loss: 0.0312315 | Time: 6820.02 ms [2022-03-20 21:28:48 main:574] : INFO : Epoch 2025 | loss: 0.0312327 | val_loss: 0.0312309 | Time: 6543.73 ms [2022-03-20 21:28:55 main:574] : INFO : Epoch 2026 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 6741.24 ms [2022-03-20 21:29:02 main:574] : INFO : Epoch 2027 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 6755.26 ms [2022-03-20 21:29:09 main:574] : INFO : Epoch 2028 | loss: 0.0312323 | val_loss: 0.0312304 | Time: 6826.13 ms [2022-03-20 21:29:15 main:574] : INFO : Epoch 2029 | loss: 0.0312317 | val_loss: 0.0312303 | Time: 6779.58 ms [2022-03-20 21:29:22 main:574] : INFO : Epoch 2030 | loss: 0.0312335 | val_loss: 0.031232 | Time: 6825.25 ms [2022-03-20 21:29:29 main:574] : INFO : Epoch 2031 | loss: 0.0312326 | val_loss: 0.031231 | Time: 6675.76 ms [2022-03-20 21:29:35 main:574] : INFO : Epoch 2032 | loss: 0.0312325 | val_loss: 0.0312313 | Time: 6425.81 ms [2022-03-20 21:29:42 main:574] : INFO : Epoch 2033 | loss: 0.031233 | val_loss: 0.0312317 | Time: 6746.27 ms [2022-03-20 21:29:49 main:574] : INFO : Epoch 2034 | loss: 0.0312321 | val_loss: 0.031231 | Time: 6730.83 ms [2022-03-20 21:29:55 main:574] : INFO : Epoch 2035 | loss: 0.0312329 | val_loss: 0.0312309 | Time: 6593.88 ms [2022-03-20 21:30:04 main:574] : INFO : Epoch 2036 | loss: 0.0312323 | val_loss: 0.0312309 | Time: 8214.48 ms [2022-03-20 21:30:11 main:574] : INFO : Epoch 2037 | loss: 0.0312322 | val_loss: 0.0312305 | Time: 7335.45 ms [2022-03-20 21:30:18 main:574] : INFO : Epoch 2038 | loss: 0.0312328 | val_loss: 0.0312315 | Time: 6735.29 ms [2022-03-20 21:30:25 main:574] : INFO : Epoch 2039 | loss: 0.0312322 | val_loss: 0.0312311 | Time: 6798.98 ms [2022-03-20 21:30:31 main:574] : INFO : Epoch 2040 | loss: 0.031232 | val_loss: 0.0312304 | Time: 6765.09 ms [2022-03-20 21:30:38 main:574] : INFO : Epoch 2041 | loss: 0.0312319 | val_loss: 0.0312301 | Time: 6629.55 ms [2022-03-20 21:30:45 main:574] : INFO : Epoch 2042 | loss: 0.0312317 | val_loss: 0.0312302 | Time: 6646.09 ms [2022-03-20 21:30:52 main:574] : INFO : Epoch 2043 | loss: 0.0312324 | val_loss: 0.0312305 | Time: 7013.18 ms [2022-03-20 21:30:58 main:574] : INFO : Epoch 2044 | loss: 0.0312344 | val_loss: 0.0312343 | Time: 6716.19 ms [2022-03-20 21:31:05 main:574] : INFO : Epoch 2045 | loss: 0.0312353 | val_loss: 0.0312343 | Time: 6615.94 ms [2022-03-20 21:31:12 main:574] : INFO : Epoch 2046 | loss: 0.0312332 | val_loss: 0.0312352 | Time: 6852.37 ms [2022-03-20 21:31:18 main:574] : INFO : Epoch 2047 | loss: 0.0312341 | val_loss: 0.0312318 | Time: 6569.4 ms [2022-03-20 21:31:25 main:574] : INFO : Epoch 2048 | loss: 0.0312332 | val_loss: 0.0312319 | Time: 6774.31 ms [2022-03-20 21:31:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312319 [2022-03-20 21:31:25 main:603] : INFO : Saving end state to config to file [2022-03-20 21:31:25 main:608] : INFO : Success, exiting.. 21:31:25 (7396): 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)