Task 13742771
| Name | ParityModified-1647042561-6808-2-0_0 |
| Workunit | 10830424 |
| Created | 25 Mar 2022, 6:44:29 UTC |
| Sent | 31 Mar 2022, 7:20:16 UTC |
| Report deadline | 8 Apr 2022, 7:20:16 UTC |
| Received | 31 Mar 2022, 12:56:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6180 |
| Run time | 3 hours 37 min 41 sec |
| CPU time | 3 hours 14 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-03-31 13:02:15 main:574] : INFO : Epoch 1575 | loss: 0.03115 | val_loss: 0.0311751 | Time: 6268.74 ms [2022-03-31 13:02:21 main:574] : INFO : Epoch 1576 | loss: 0.031152 | val_loss: 0.0311694 | Time: 6277.2 ms [2022-03-31 13:02:27 main:574] : INFO : Epoch 1577 | loss: 0.0311506 | val_loss: 0.0311714 | Time: 6302.15 ms [2022-03-31 13:02:33 main:574] : INFO : Epoch 1578 | loss: 0.0311504 | val_loss: 0.0311675 | Time: 6284.03 ms [2022-03-31 13:02:40 main:574] : INFO : Epoch 1579 | loss: 0.0311499 | val_loss: 0.0311677 | Time: 6291.74 ms [2022-03-31 13:02:46 main:574] : INFO : Epoch 1580 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 6265.36 ms [2022-03-31 13:02:52 main:574] : INFO : Epoch 1581 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 6269.52 ms [2022-03-31 13:02:59 main:574] : INFO : Epoch 1582 | loss: 0.0311544 | val_loss: 0.0311723 | Time: 6258.35 ms [2022-03-31 13:03:05 main:574] : INFO : Epoch 1583 | loss: 0.0311541 | val_loss: 0.0311697 | Time: 6304.4 ms [2022-03-31 13:03:11 main:574] : INFO : Epoch 1584 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 6324.2 ms [2022-03-31 13:03:17 main:574] : INFO : Epoch 1585 | loss: 0.0311531 | val_loss: 0.0311698 | Time: 6269.81 ms [2022-03-31 13:03:24 main:574] : INFO : Epoch 1586 | loss: 0.0311527 | val_loss: 0.0311685 | Time: 6293.66 ms [2022-03-31 13:03:30 main:574] : INFO : Epoch 1587 | loss: 0.0311512 | val_loss: 0.031171 | Time: 6281.18 ms [2022-03-31 13:03:36 main:574] : INFO : Epoch 1588 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 6265.72 ms [2022-03-31 13:03:43 main:574] : INFO : Epoch 1589 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 6294.43 ms [2022-03-31 13:03:49 main:574] : INFO : Epoch 1590 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 6289.44 ms [2022-03-31 13:03:55 main:574] : INFO : Epoch 1591 | loss: 0.0311568 | val_loss: 0.0311657 | Time: 6263.07 ms [2022-03-31 13:04:01 main:574] : INFO : Epoch 1592 | loss: 0.0311555 | val_loss: 0.031166 | Time: 6254.87 ms [2022-03-31 13:04:08 main:574] : INFO : Epoch 1593 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 6306.93 ms [2022-03-31 13:04:14 main:574] : INFO : Epoch 1594 | loss: 0.0311549 | val_loss: 0.0311646 | Time: 6271.92 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce 940MX) [2022-03-31 13:06:25 main:435] : INFO : Set logging level to 1 [2022-03-31 13:06:25 main:441] : INFO : Running in BOINC Client mode [2022-03-31 13:06:25 main:444] : INFO : Resolving all filenames [2022-03-31 13:06:25 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-31 13:06:25 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-31 13:06:25 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-31 13:06:25 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-31 13:06:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-31 13:06:25 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-31 13:06:25 main:474] : INFO : Configuration: [2022-03-31 13:06:25 main:475] : INFO : Model type: GRU [2022-03-31 13:06:25 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-31 13:06:25 main:477] : INFO : Max Epochs: 2048 [2022-03-31 13:06:25 main:478] : INFO : Batch Size: 128 [2022-03-31 13:06:25 main:479] : INFO : Learning Rate: 0.01 [2022-03-31 13:06:25 main:480] : INFO : Patience: 10 [2022-03-31 13:06:25 main:481] : INFO : Hidden Width: 12 [2022-03-31 13:06:25 main:482] : INFO : # Recurrent Layers: 4 [2022-03-31 13:06:25 main:483] : INFO : # Backend Layers: 4 [2022-03-31 13:06:25 main:484] : INFO : # Threads: 1 [2022-03-31 13:06:25 main:486] : INFO : Preparing Dataset [2022-03-31 13:06:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-31 13:06:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-31 13:06:28 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-31 13:06:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-31 13:06:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-31 13:06:28 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-31 13:06:28 main:494] : INFO : Creating Model [2022-03-31 13:06:28 main:507] : INFO : Preparing config file [2022-03-31 13:06:28 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-31 13:06:28 main:512] : INFO : Loading config [2022-03-31 13:06:28 main:514] : INFO : Loading state [2022-03-31 13:06:29 main:559] : INFO : Loading DataLoader into Memory [2022-03-31 13:06:29 main:562] : INFO : Starting Training [2022-03-31 13:06:36 main:574] : INFO : Epoch 1587 | loss: 0.031195 | val_loss: 0.0311794 | Time: 6908.08 ms [2022-03-31 13:06:42 main:574] : INFO : Epoch 1588 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 6310.24 ms [2022-03-31 13:06:48 main:574] : INFO : Epoch 1589 | loss: 0.0311555 | val_loss: 0.0311655 | Time: 6283.2 ms [2022-03-31 13:06:55 main:574] : INFO : Epoch 1590 | loss: 0.0311538 | val_loss: 0.0311639 | Time: 6287.54 ms [2022-03-31 13:07:01 main:574] : INFO : Epoch 1591 | loss: 0.031153 | val_loss: 0.0311639 | Time: 6274.96 ms [2022-03-31 13:07:07 main:574] : INFO : Epoch 1592 | loss: 0.0311526 | val_loss: 0.0311666 | Time: 6263.35 ms [2022-03-31 13:07:13 main:574] : INFO : Epoch 1593 | loss: 0.0311532 | val_loss: 0.0311699 | Time: 6271.16 ms [2022-03-31 13:07:20 main:574] : INFO : Epoch 1594 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 6267.98 ms [2022-03-31 13:07:26 main:574] : INFO : Epoch 1595 | loss: 0.0311496 | val_loss: 0.031166 | Time: 6317.17 ms [2022-03-31 13:07:32 main:574] : INFO : Epoch 1596 | loss: 0.031149 | val_loss: 0.0311663 | Time: 6298.04 ms [2022-03-31 13:07:39 main:574] : INFO : Epoch 1597 | loss: 0.0311527 | val_loss: 0.0311654 | Time: 6292.38 ms [2022-03-31 13:07:45 main:574] : INFO : Epoch 1598 | loss: 0.0311499 | val_loss: 0.0311678 | Time: 6269.63 ms [2022-03-31 13:07:51 main:574] : INFO : Epoch 1599 | loss: 0.0311509 | val_loss: 0.0311695 | Time: 6262.91 ms [2022-03-31 13:07:57 main:574] : INFO : Epoch 1600 | loss: 0.0311503 | val_loss: 0.03117 | Time: 6279.09 ms [2022-03-31 13:08:04 main:574] : INFO : Epoch 1601 | loss: 0.0311492 | val_loss: 0.0311658 | Time: 6265.12 ms [2022-03-31 13:08:10 main:574] : INFO : Epoch 1602 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 6332.11 ms [2022-03-31 13:08:16 main:574] : INFO : Epoch 1603 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 6280.42 ms [2022-03-31 13:08:23 main:574] : INFO : Epoch 1604 | loss: 0.0311488 | val_loss: 0.0311654 | Time: 6314.71 ms [2022-03-31 13:08:29 main:574] : INFO : Epoch 1605 | loss: 0.0311495 | val_loss: 0.0311662 | Time: 6298.53 ms [2022-03-31 13:08:35 main:574] : INFO : Epoch 1606 | loss: 0.0311483 | val_loss: 0.0311657 | Time: 6260.51 ms [2022-03-31 13:08:41 main:574] : INFO : Epoch 1607 | loss: 0.0311485 | val_loss: 0.031167 | Time: 6288.62 ms [2022-03-31 13:08:48 main:574] : INFO : Epoch 1608 | loss: 0.031151 | val_loss: 0.0311683 | Time: 6293.3 ms [2022-03-31 13:08:54 main:574] : INFO : Epoch 1609 | loss: 0.0311514 | val_loss: 0.0311672 | Time: 6255.14 ms [2022-03-31 13:09:00 main:574] : INFO : Epoch 1610 | loss: 0.0311504 | val_loss: 0.0311671 | Time: 6275.67 ms [2022-03-31 13:09:07 main:574] : INFO : Epoch 1611 | loss: 0.0311547 | val_loss: 0.0311719 | Time: 6276.31 ms [2022-03-31 13:09:13 main:574] : INFO : Epoch 1612 | loss: 0.0311576 | val_loss: 0.0311685 | Time: 6274.16 ms [2022-03-31 13:09:19 main:574] : INFO : Epoch 1613 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 6294.07 ms [2022-03-31 13:09:25 main:574] : INFO : Epoch 1614 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 6275.55 ms [2022-03-31 13:09:32 main:574] : INFO : Epoch 1615 | loss: 0.0311596 | val_loss: 0.0311664 | Time: 6266.73 ms [2022-03-31 13:09:38 main:574] : INFO : Epoch 1616 | loss: 0.031161 | val_loss: 0.0311703 | Time: 6266.63 ms [2022-03-31 13:09:44 main:574] : INFO : Epoch 1617 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 6265.11 ms [2022-03-31 13:09:51 main:574] : INFO : Epoch 1618 | loss: 0.0311683 | val_loss: 0.031172 | Time: 6256.91 ms [2022-03-31 13:09:57 main:574] : INFO : Epoch 1619 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 6249.36 ms [2022-03-31 13:10:03 main:574] : INFO : Epoch 1620 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 6288.77 ms [2022-03-31 13:10:09 main:574] : INFO : Epoch 1621 | loss: 0.0311677 | val_loss: 0.0311719 | Time: 6311.86 ms [2022-03-31 13:10:16 main:574] : INFO : Epoch 1622 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 6297.06 ms [2022-03-31 13:10:22 main:574] : INFO : Epoch 1623 | loss: 0.0311696 | val_loss: 0.0311727 | Time: 6308.63 ms [2022-03-31 13:10:28 main:574] : INFO : Epoch 1624 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 6283.26 ms [2022-03-31 13:10:35 main:574] : INFO : Epoch 1625 | loss: 0.0311691 | val_loss: 0.0311695 | Time: 6262.85 ms [2022-03-31 13:10:41 main:574] : INFO : Epoch 1626 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 6297.41 ms [2022-03-31 13:10:47 main:574] : INFO : Epoch 1627 | loss: 0.0311757 | val_loss: 0.0311827 | Time: 6278.68 ms [2022-03-31 13:10:53 main:574] : INFO : Epoch 1628 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 6263.55 ms [2022-03-31 13:11:00 main:574] : INFO : Epoch 1629 | loss: 0.031176 | val_loss: 0.0311807 | Time: 6287.84 ms [2022-03-31 13:11:06 main:574] : INFO : Epoch 1630 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 6264.5 ms [2022-03-31 13:11:12 main:574] : INFO : Epoch 1631 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 6309.76 ms [2022-03-31 13:11:19 main:574] : INFO : Epoch 1632 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 6283.92 ms [2022-03-31 13:11:25 main:574] : INFO : Epoch 1633 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 6275.23 ms [2022-03-31 13:11:31 main:574] : INFO : Epoch 1634 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 6290.42 ms [2022-03-31 13:11:37 main:574] : INFO : Epoch 1635 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 6274.08 ms [2022-03-31 13:11:44 main:574] : INFO : Epoch 1636 | loss: 0.0311711 | val_loss: 0.0311813 | Time: 6292.84 ms [2022-03-31 13:11:50 main:574] : INFO : Epoch 1637 | loss: 0.0311721 | val_loss: 0.031179 | Time: 6258.36 ms [2022-03-31 13:11:56 main:574] : INFO : Epoch 1638 | loss: 0.0311707 | val_loss: 0.0311792 | Time: 6303.15 ms [2022-03-31 13:12:03 main:574] : INFO : Epoch 1639 | loss: 0.0311711 | val_loss: 0.031178 | Time: 6266.47 ms [2022-03-31 13:12:09 main:574] : INFO : Epoch 1640 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 6302.14 ms [2022-03-31 13:12:15 main:574] : INFO : Epoch 1641 | loss: 0.0311709 | val_loss: 0.0311834 | Time: 6285.74 ms [2022-03-31 13:12:21 main:574] : INFO : Epoch 1642 | loss: 0.0311697 | val_loss: 0.031178 | Time: 6254.95 ms [2022-03-31 13:12:28 main:574] : INFO : Epoch 1643 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 6260.16 ms [2022-03-31 13:12:34 main:574] : INFO : Epoch 1644 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 6268.97 ms [2022-03-31 13:12:40 main:574] : INFO : Epoch 1645 | loss: 0.031168 | val_loss: 0.0311795 | Time: 6290.71 ms [2022-03-31 13:12:47 main:574] : INFO : Epoch 1646 | loss: 0.0311686 | val_loss: 0.0311772 | Time: 6285.26 ms [2022-03-31 13:12:53 main:574] : INFO : Epoch 1647 | loss: 0.0311669 | val_loss: 0.0311774 | Time: 6312.62 ms [2022-03-31 13:12:59 main:574] : INFO : Epoch 1648 | loss: 0.0311675 | val_loss: 0.0311788 | Time: 6269.61 ms [2022-03-31 13:13:05 main:574] : INFO : Epoch 1649 | loss: 0.0311665 | val_loss: 0.0311779 | Time: 6292.44 ms [2022-03-31 13:13:12 main:574] : INFO : Epoch 1650 | loss: 0.0311671 | val_loss: 0.0311796 | Time: 6325.11 ms [2022-03-31 13:13:18 main:574] : INFO : Epoch 1651 | loss: 0.0311702 | val_loss: 0.0311852 | Time: 6286.27 ms [2022-03-31 13:13:24 main:574] : INFO : Epoch 1652 | loss: 0.031169 | val_loss: 0.0311831 | Time: 6273.65 ms [2022-03-31 13:13:31 main:574] : INFO : Epoch 1653 | loss: 0.0311673 | val_loss: 0.031178 | Time: 6258.03 ms [2022-03-31 13:13:37 main:574] : INFO : Epoch 1654 | loss: 0.0311686 | val_loss: 0.0311769 | Time: 6289.44 ms [2022-03-31 13:13:43 main:574] : INFO : Epoch 1655 | loss: 0.031168 | val_loss: 0.0311773 | Time: 6288.89 ms [2022-03-31 13:13:49 main:574] : INFO : Epoch 1656 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 6288.54 ms [2022-03-31 13:13:56 main:574] : INFO : Epoch 1657 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 6307.8 ms [2022-03-31 13:14:02 main:574] : INFO : Epoch 1658 | loss: 0.0311667 | val_loss: 0.031183 | Time: 6294.43 ms [2022-03-31 13:14:08 main:574] : INFO : Epoch 1659 | loss: 0.0311679 | val_loss: 0.0311771 | Time: 6261.64 ms [2022-03-31 13:14:15 main:574] : INFO : Epoch 1660 | loss: 0.031166 | val_loss: 0.0311775 | Time: 6281.22 ms [2022-03-31 13:14:21 main:574] : INFO : Epoch 1661 | loss: 0.0311657 | val_loss: 0.031178 | Time: 6269.04 ms [2022-03-31 13:14:27 main:574] : INFO : Epoch 1662 | loss: 0.0311665 | val_loss: 0.0311794 | Time: 6263.16 ms [2022-03-31 13:14:33 main:574] : INFO : Epoch 1663 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 6261.19 ms [2022-03-31 13:14:40 main:574] : INFO : Epoch 1664 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 6275.1 ms [2022-03-31 13:14:46 main:574] : INFO : Epoch 1665 | loss: 0.0311694 | val_loss: 0.031175 | Time: 6286.34 ms [2022-03-31 13:14:52 main:574] : INFO : Epoch 1666 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 6283.82 ms [2022-03-31 13:14:59 main:574] : INFO : Epoch 1667 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 6286.6 ms [2022-03-31 13:15:05 main:574] : INFO : Epoch 1668 | loss: 0.0311694 | val_loss: 0.0311814 | Time: 6288.75 ms [2022-03-31 13:15:11 main:574] : INFO : Epoch 1669 | loss: 0.0311724 | val_loss: 0.0311817 | Time: 6290.95 ms [2022-03-31 13:15:17 main:574] : INFO : Epoch 1670 | loss: 0.0311692 | val_loss: 0.0311785 | Time: 6248.5 ms [2022-03-31 13:15:24 main:574] : INFO : Epoch 1671 | loss: 0.0311707 | val_loss: 0.0311844 | Time: 6274.4 ms [2022-03-31 13:15:30 main:574] : INFO : Epoch 1672 | loss: 0.0311733 | val_loss: 0.0311788 | Time: 6327.53 ms [2022-03-31 13:15:36 main:574] : INFO : Epoch 1673 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 6288.69 ms [2022-03-31 13:15:43 main:574] : INFO : Epoch 1674 | loss: 0.031169 | val_loss: 0.0311765 | Time: 6287.24 ms [2022-03-31 13:15:49 main:574] : INFO : Epoch 1675 | loss: 0.0311682 | val_loss: 0.0311808 | Time: 6269.2 ms [2022-03-31 13:15:55 main:574] : INFO : Epoch 1676 | loss: 0.0311677 | val_loss: 0.0311784 | Time: 6267.89 ms [2022-03-31 13:16:01 main:574] : INFO : Epoch 1677 | loss: 0.031167 | val_loss: 0.0311784 | Time: 6285.35 ms [2022-03-31 13:16:08 main:574] : INFO : Epoch 1678 | loss: 0.0311682 | val_loss: 0.0311816 | Time: 6279.33 ms [2022-03-31 13:16:14 main:574] : INFO : Epoch 1679 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 6291.52 ms [2022-03-31 13:16:20 main:574] : INFO : Epoch 1680 | loss: 0.0311665 | val_loss: 0.031178 | Time: 6270.41 ms [2022-03-31 13:16:27 main:574] : INFO : Epoch 1681 | loss: 0.0311669 | val_loss: 0.031181 | Time: 6274.23 ms [2022-03-31 13:16:33 main:574] : INFO : Epoch 1682 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 6307.2 ms [2022-03-31 13:16:39 main:574] : INFO : Epoch 1683 | loss: 0.0311666 | val_loss: 0.0311792 | Time: 6304.28 ms [2022-03-31 13:16:45 main:574] : INFO : Epoch 1684 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 6266.99 ms [2022-03-31 13:16:52 main:574] : INFO : Epoch 1685 | loss: 0.0311662 | val_loss: 0.0311801 | Time: 6279.76 ms [2022-03-31 13:16:58 main:574] : INFO : Epoch 1686 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 6304.97 ms [2022-03-31 13:17:04 main:574] : INFO : Epoch 1687 | loss: 0.031165 | val_loss: 0.0311819 | Time: 6252.78 ms [2022-03-31 13:17:11 main:574] : INFO : Epoch 1688 | loss: 0.0311668 | val_loss: 0.031179 | Time: 6261.79 ms [2022-03-31 13:17:17 main:574] : INFO : Epoch 1689 | loss: 0.0311674 | val_loss: 0.0311779 | Time: 6303.93 ms [2022-03-31 13:17:23 main:574] : INFO : Epoch 1690 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 6273.96 ms [2022-03-31 13:17:29 main:574] : INFO : Epoch 1691 | loss: 0.0311684 | val_loss: 0.0311771 | Time: 6260.03 ms [2022-03-31 13:17:36 main:574] : INFO : Epoch 1692 | loss: 0.0311677 | val_loss: 0.0311798 | Time: 6286.47 ms [2022-03-31 13:17:42 main:574] : INFO : Epoch 1693 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 6291.01 ms [2022-03-31 13:17:48 main:574] : INFO : Epoch 1694 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 6278.51 ms [2022-03-31 13:17:55 main:574] : INFO : Epoch 1695 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 6266.97 ms [2022-03-31 13:18:01 main:574] : INFO : Epoch 1696 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 6304.69 ms [2022-03-31 13:18:07 main:574] : INFO : Epoch 1697 | loss: 0.031165 | val_loss: 0.031178 | Time: 6252.42 ms [2022-03-31 13:18:13 main:574] : INFO : Epoch 1698 | loss: 0.0311658 | val_loss: 0.0311812 | Time: 6273.78 ms [2022-03-31 13:18:20 main:574] : INFO : Epoch 1699 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 6310.85 ms [2022-03-31 13:18:26 main:574] : INFO : Epoch 1700 | loss: 0.0311663 | val_loss: 0.031181 | Time: 6283.34 ms [2022-03-31 13:18:32 main:574] : INFO : Epoch 1701 | loss: 0.0311653 | val_loss: 0.0311803 | Time: 6295.06 ms [2022-03-31 13:18:39 main:574] : INFO : Epoch 1702 | loss: 0.0311641 | val_loss: 0.0311797 | Time: 6264.35 ms [2022-03-31 13:18:45 main:574] : INFO : Epoch 1703 | loss: 0.0311633 | val_loss: 0.0311795 | Time: 6307.26 ms [2022-03-31 13:18:51 main:574] : INFO : Epoch 1704 | loss: 0.0311631 | val_loss: 0.0311763 | Time: 6279.7 ms [2022-03-31 13:18:57 main:574] : INFO : Epoch 1705 | loss: 0.0311632 | val_loss: 0.0311785 | Time: 6264.78 ms [2022-03-31 13:19:04 main:574] : INFO : Epoch 1706 | loss: 0.0311632 | val_loss: 0.0311773 | Time: 6294.25 ms [2022-03-31 13:19:10 main:574] : INFO : Epoch 1707 | loss: 0.0311625 | val_loss: 0.0311764 | Time: 6273.14 ms [2022-03-31 13:19:16 main:574] : INFO : Epoch 1708 | loss: 0.0311617 | val_loss: 0.0311776 | Time: 6251.11 ms [2022-03-31 13:19:23 main:574] : INFO : Epoch 1709 | loss: 0.0311618 | val_loss: 0.0311775 | Time: 6306.21 ms [2022-03-31 13:19:29 main:574] : INFO : Epoch 1710 | loss: 0.0311613 | val_loss: 0.0311764 | Time: 6280.34 ms [2022-03-31 13:19:35 main:574] : INFO : Epoch 1711 | loss: 0.0311617 | val_loss: 0.0311792 | Time: 6281.77 ms [2022-03-31 13:19:41 main:574] : INFO : Epoch 1712 | loss: 0.0311628 | val_loss: 0.0311776 | Time: 6304.42 ms [2022-03-31 13:19:48 main:574] : INFO : Epoch 1713 | loss: 0.0311605 | val_loss: 0.0311783 | Time: 6265.38 ms [2022-03-31 13:19:54 main:574] : INFO : Epoch 1714 | loss: 0.0311601 | val_loss: 0.0311768 | Time: 6315.37 ms [2022-03-31 13:20:00 main:574] : INFO : Epoch 1715 | loss: 0.0311601 | val_loss: 0.0311787 | Time: 6284.2 ms [2022-03-31 13:20:07 main:574] : INFO : Epoch 1716 | loss: 0.0311588 | val_loss: 0.0311773 | Time: 6289.04 ms [2022-03-31 13:20:13 main:574] : INFO : Epoch 1717 | loss: 0.0311597 | val_loss: 0.0311782 | Time: 6279.11 ms [2022-03-31 13:20:19 main:574] : INFO : Epoch 1718 | loss: 0.031163 | val_loss: 0.0311812 | Time: 6298.46 ms [2022-03-31 13:20:26 main:574] : INFO : Epoch 1719 | loss: 0.0311597 | val_loss: 0.031178 | Time: 6341.61 ms [2022-03-31 13:20:32 main:574] : INFO : Epoch 1720 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 6306.65 ms [2022-03-31 13:20:38 main:574] : INFO : Epoch 1721 | loss: 0.0311599 | val_loss: 0.0311807 | Time: 6298.42 ms [2022-03-31 13:20:44 main:574] : INFO : Epoch 1722 | loss: 0.0311593 | val_loss: 0.0311799 | Time: 6262.08 ms [2022-03-31 13:20:51 main:574] : INFO : Epoch 1723 | loss: 0.0311604 | val_loss: 0.0311787 | Time: 6309.62 ms [2022-03-31 13:20:57 main:574] : INFO : Epoch 1724 | loss: 0.03116 | val_loss: 0.0311811 | Time: 6258.71 ms [2022-03-31 13:21:03 main:574] : INFO : Epoch 1725 | loss: 0.031161 | val_loss: 0.0311791 | Time: 6275.25 ms [2022-03-31 13:21:10 main:574] : INFO : Epoch 1726 | loss: 0.0311608 | val_loss: 0.0311785 | Time: 6294.41 ms [2022-03-31 13:21:16 main:574] : INFO : Epoch 1727 | loss: 0.0311609 | val_loss: 0.0311818 | Time: 6308.28 ms [2022-03-31 13:21:22 main:574] : INFO : Epoch 1728 | loss: 0.0311626 | val_loss: 0.0311798 | Time: 6266.48 ms [2022-03-31 13:21:28 main:574] : INFO : Epoch 1729 | loss: 0.0311616 | val_loss: 0.0311794 | Time: 6277.09 ms [2022-03-31 13:21:35 main:574] : INFO : Epoch 1730 | loss: 0.0311595 | val_loss: 0.0311828 | Time: 6288.6 ms [2022-03-31 13:21:41 main:574] : INFO : Epoch 1731 | loss: 0.0311604 | val_loss: 0.0311818 | Time: 6287.47 ms [2022-03-31 13:21:47 main:574] : INFO : Epoch 1732 | loss: 0.03116 | val_loss: 0.0311775 | Time: 6257.38 ms [2022-03-31 13:21:54 main:574] : INFO : Epoch 1733 | loss: 0.0311585 | val_loss: 0.031179 | Time: 6253.47 ms [2022-03-31 13:22:00 main:574] : INFO : Epoch 1734 | loss: 0.0311595 | val_loss: 0.0311791 | Time: 6311.3 ms [2022-03-31 13:22:06 main:574] : INFO : Epoch 1735 | loss: 0.0311605 | val_loss: 0.0311825 | Time: 6275.57 ms [2022-03-31 13:22:12 main:574] : INFO : Epoch 1736 | loss: 0.0311606 | val_loss: 0.031178 | Time: 6294.62 ms [2022-03-31 13:22:19 main:574] : INFO : Epoch 1737 | loss: 0.0311586 | val_loss: 0.0311788 | Time: 6342.6 ms [2022-03-31 13:22:25 main:574] : INFO : Epoch 1738 | loss: 0.0311588 | val_loss: 0.031177 | Time: 6326.95 ms [2022-03-31 13:22:31 main:574] : INFO : Epoch 1739 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 6285.74 ms [2022-03-31 13:22:38 main:574] : INFO : Epoch 1740 | loss: 0.0311594 | val_loss: 0.0311777 | Time: 6293.78 ms [2022-03-31 13:22:44 main:574] : INFO : Epoch 1741 | loss: 0.0311595 | val_loss: 0.0311783 | Time: 6255.91 ms [2022-03-31 13:22:50 main:574] : INFO : Epoch 1742 | loss: 0.0311576 | val_loss: 0.031182 | Time: 6256 ms [2022-03-31 13:22:57 main:574] : INFO : Epoch 1743 | loss: 0.0311576 | val_loss: 0.0311803 | Time: 6301.78 ms [2022-03-31 13:23:03 main:574] : INFO : Epoch 1744 | loss: 0.0311575 | val_loss: 0.0311803 | Time: 6274.45 ms [2022-03-31 13:23:09 main:574] : INFO : Epoch 1745 | loss: 0.0311578 | val_loss: 0.0311784 | Time: 6304.7 ms [2022-03-31 13:23:15 main:574] : INFO : Epoch 1746 | loss: 0.031157 | val_loss: 0.0311801 | Time: 6292.06 ms [2022-03-31 13:23:22 main:574] : INFO : Epoch 1747 | loss: 0.0311576 | val_loss: 0.0311781 | Time: 6311.5 ms [2022-03-31 13:23:28 main:574] : INFO : Epoch 1748 | loss: 0.0311571 | val_loss: 0.0311794 | Time: 6287.48 ms [2022-03-31 13:23:34 main:574] : INFO : Epoch 1749 | loss: 0.0311573 | val_loss: 0.031176 | Time: 6254.66 ms [2022-03-31 13:23:41 main:574] : INFO : Epoch 1750 | loss: 0.0311584 | val_loss: 0.0311782 | Time: 6264.24 ms [2022-03-31 13:23:47 main:574] : INFO : Epoch 1751 | loss: 0.0311569 | val_loss: 0.0311798 | Time: 6275.63 ms [2022-03-31 13:23:53 main:574] : INFO : Epoch 1752 | loss: 0.0311583 | val_loss: 0.031179 | Time: 6276.57 ms [2022-03-31 13:23:59 main:574] : INFO : Epoch 1753 | loss: 0.031163 | val_loss: 0.0311784 | Time: 6286.2 ms [2022-03-31 13:24:06 main:574] : INFO : Epoch 1754 | loss: 0.0311638 | val_loss: 0.0311803 | Time: 6294.32 ms [2022-03-31 13:24:12 main:574] : INFO : Epoch 1755 | loss: 0.031161 | val_loss: 0.0311815 | Time: 6360.84 ms [2022-03-31 13:24:18 main:574] : INFO : Epoch 1756 | loss: 0.0311595 | val_loss: 0.0311773 | Time: 6343.84 ms [2022-03-31 13:24:25 main:574] : INFO : Epoch 1757 | loss: 0.0311579 | val_loss: 0.0311783 | Time: 6276.47 ms [2022-03-31 13:24:31 main:574] : INFO : Epoch 1758 | loss: 0.0311577 | val_loss: 0.031177 | Time: 6288.87 ms [2022-03-31 13:24:37 main:574] : INFO : Epoch 1759 | loss: 0.0311559 | val_loss: 0.0311798 | Time: 6300.93 ms [2022-03-31 13:24:44 main:574] : INFO : Epoch 1760 | loss: 0.0311582 | val_loss: 0.0311839 | Time: 6268.85 ms [2022-03-31 13:24:50 main:574] : INFO : Epoch 1761 | loss: 0.0311599 | val_loss: 0.031179 | Time: 6281.77 ms [2022-03-31 13:24:56 main:574] : INFO : Epoch 1762 | loss: 0.0311565 | val_loss: 0.0311776 | Time: 6288.26 ms [2022-03-31 13:25:02 main:574] : INFO : Epoch 1763 | loss: 0.0311594 | val_loss: 0.0311768 | Time: 6316.59 ms [2022-03-31 13:25:09 main:574] : INFO : Epoch 1764 | loss: 0.0311573 | val_loss: 0.0311758 | Time: 6294.67 ms [2022-03-31 13:25:15 main:574] : INFO : Epoch 1765 | loss: 0.0311564 | val_loss: 0.0311858 | Time: 6297.66 ms [2022-03-31 13:25:21 main:574] : INFO : Epoch 1766 | loss: 0.0311568 | val_loss: 0.0311793 | Time: 6276.34 ms [2022-03-31 13:25:28 main:574] : INFO : Epoch 1767 | loss: 0.0311706 | val_loss: 0.0311899 | Time: 6283.29 ms [2022-03-31 13:25:34 main:574] : INFO : Epoch 1768 | loss: 0.0326843 | val_loss: 0.0315507 | Time: 6271.47 ms [2022-03-31 13:25:40 main:574] : INFO : Epoch 1769 | loss: 0.0336423 | val_loss: 0.0332716 | Time: 6316.38 ms [2022-03-31 13:25:47 main:574] : INFO : Epoch 1770 | loss: 0.0317526 | val_loss: 0.0312949 | Time: 6326.35 ms [2022-03-31 13:25:53 main:574] : INFO : Epoch 1771 | loss: 0.0312673 | val_loss: 0.0312141 | Time: 6278.88 ms [2022-03-31 13:25:59 main:574] : INFO : Epoch 1772 | loss: 0.0311831 | val_loss: 0.0311835 | Time: 6273.2 ms [2022-03-31 13:26:05 main:574] : INFO : Epoch 1773 | loss: 0.0311644 | val_loss: 0.0311819 | Time: 6283.64 ms [2022-03-31 13:26:12 main:574] : INFO : Epoch 1774 | loss: 0.0311632 | val_loss: 0.0311855 | Time: 6321.28 ms [2022-03-31 13:26:18 main:574] : INFO : Epoch 1775 | loss: 0.0311617 | val_loss: 0.0311823 | Time: 6270.1 ms [2022-03-31 13:26:24 main:574] : INFO : Epoch 1776 | loss: 0.0311586 | val_loss: 0.031181 | Time: 6270.74 ms [2022-03-31 13:26:31 main:574] : INFO : Epoch 1777 | loss: 0.0311569 | val_loss: 0.0311817 | Time: 6266.58 ms [2022-03-31 13:26:37 main:574] : INFO : Epoch 1778 | loss: 0.0311584 | val_loss: 0.0311806 | Time: 6272.53 ms [2022-03-31 13:26:43 main:574] : INFO : Epoch 1779 | loss: 0.0311616 | val_loss: 0.0311914 | Time: 6306.15 ms [2022-03-31 13:26:49 main:574] : INFO : Epoch 1780 | loss: 0.031161 | val_loss: 0.0311798 | Time: 6281.4 ms [2022-03-31 13:26:56 main:574] : INFO : Epoch 1781 | loss: 0.0311607 | val_loss: 0.0311859 | Time: 6287.11 ms [2022-03-31 13:27:02 main:574] : INFO : Epoch 1782 | loss: 0.031159 | val_loss: 0.0311836 | Time: 6316.14 ms [2022-03-31 13:27:08 main:574] : INFO : Epoch 1783 | loss: 0.031159 | val_loss: 0.0311833 | Time: 6298.8 ms [2022-03-31 13:27:15 main:574] : INFO : Epoch 1784 | loss: 0.0311581 | val_loss: 0.031182 | Time: 6321.52 ms [2022-03-31 13:27:21 main:574] : INFO : Epoch 1785 | loss: 0.0311574 | val_loss: 0.0311806 | Time: 6286.03 ms [2022-03-31 13:27:27 main:574] : INFO : Epoch 1786 | loss: 0.0311572 | val_loss: 0.0311811 | Time: 6295.01 ms [2022-03-31 13:27:34 main:574] : INFO : Epoch 1787 | loss: 0.031155 | val_loss: 0.0311827 | Time: 6323.12 ms [2022-03-31 13:27:40 main:574] : INFO : Epoch 1788 | loss: 0.0311547 | val_loss: 0.0311822 | Time: 6285.94 ms [2022-03-31 13:27:46 main:574] : INFO : Epoch 1789 | loss: 0.0311549 | val_loss: 0.0311793 | Time: 6293.04 ms [2022-03-31 13:27:52 main:574] : INFO : Epoch 1790 | loss: 0.0311556 | val_loss: 0.0311808 | Time: 6283.32 ms [2022-03-31 13:27:59 main:574] : INFO : Epoch 1791 | loss: 0.031159 | val_loss: 0.0311816 | Time: 6291.1 ms [2022-03-31 13:28:05 main:574] : INFO : Epoch 1792 | loss: 0.0311582 | val_loss: 0.0311823 | Time: 6288.68 ms [2022-03-31 13:28:11 main:574] : INFO : Epoch 1793 | loss: 0.0311591 | val_loss: 0.0311814 | Time: 6270.9 ms [2022-03-31 13:28:18 main:574] : INFO : Epoch 1794 | loss: 0.0311591 | val_loss: 0.0311821 | Time: 6279.9 ms [2022-03-31 13:28:24 main:574] : INFO : Epoch 1795 | loss: 0.0311587 | val_loss: 0.03118 | Time: 6295.52 ms [2022-03-31 13:28:30 main:574] : INFO : Epoch 1796 | loss: 0.0311584 | val_loss: 0.0311834 | Time: 6274.43 ms [2022-03-31 13:28:36 main:574] : INFO : Epoch 1797 | loss: 0.0311595 | val_loss: 0.031181 | Time: 6267.53 ms [2022-03-31 13:28:43 main:574] : INFO : Epoch 1798 | loss: 0.0311576 | val_loss: 0.031181 | Time: 6350.14 ms [2022-03-31 13:28:49 main:574] : INFO : Epoch 1799 | loss: 0.0311578 | val_loss: 0.03118 | Time: 6284.67 ms [2022-03-31 13:28:55 main:574] : INFO : Epoch 1800 | loss: 0.0311586 | val_loss: 0.0311822 | Time: 6282.04 ms [2022-03-31 13:29:02 main:574] : INFO : Epoch 1801 | loss: 0.0311576 | val_loss: 0.0311824 | Time: 6264.36 ms [2022-03-31 13:29:08 main:574] : INFO : Epoch 1802 | loss: 0.0311579 | val_loss: 0.0311809 | Time: 6260.37 ms [2022-03-31 13:29:14 main:574] : INFO : Epoch 1803 | loss: 0.0311573 | val_loss: 0.0311828 | Time: 6268.19 ms [2022-03-31 13:29:20 main:574] : INFO : Epoch 1804 | loss: 0.0311568 | val_loss: 0.0311796 | Time: 6277.37 ms [2022-03-31 13:29:27 main:574] : INFO : Epoch 1805 | loss: 0.031158 | val_loss: 0.0311832 | Time: 6337.21 ms [2022-03-31 13:29:33 main:574] : INFO : Epoch 1806 | loss: 0.0311582 | val_loss: 0.0311848 | Time: 6346.52 ms [2022-03-31 13:29:40 main:574] : INFO : Epoch 1807 | loss: 0.0311569 | val_loss: 0.0311818 | Time: 6352.52 ms [2022-03-31 13:29:46 main:574] : INFO : Epoch 1808 | loss: 0.0311556 | val_loss: 0.0311818 | Time: 6272.99 ms [2022-03-31 13:29:52 main:574] : INFO : Epoch 1809 | loss: 0.0311557 | val_loss: 0.0311823 | Time: 6293.93 ms [2022-03-31 13:29:58 main:574] : INFO : Epoch 1810 | loss: 0.0311565 | val_loss: 0.0311849 | Time: 6269.05 ms [2022-03-31 13:30:05 main:574] : INFO : Epoch 1811 | loss: 0.0311582 | val_loss: 0.0311831 | Time: 6257.81 ms [2022-03-31 13:30:11 main:574] : INFO : Epoch 1812 | loss: 0.031156 | val_loss: 0.0311839 | Time: 6272.8 ms [2022-03-31 13:30:17 main:574] : INFO : Epoch 1813 | loss: 0.0311557 | val_loss: 0.0311827 | Time: 6280.96 ms [2022-03-31 13:30:24 main:574] : INFO : Epoch 1814 | loss: 0.0311554 | val_loss: 0.0311832 | Time: 6324.29 ms [2022-03-31 13:30:30 main:574] : INFO : Epoch 1815 | loss: 0.0311587 | val_loss: 0.0311848 | Time: 6292.94 ms [2022-03-31 13:30:36 main:574] : INFO : Epoch 1816 | loss: 0.0311693 | val_loss: 0.031182 | Time: 6286.06 ms [2022-03-31 13:30:42 main:574] : INFO : Epoch 1817 | loss: 0.0311721 | val_loss: 0.0311866 | Time: 6280.25 ms [2022-03-31 13:30:49 main:574] : INFO : Epoch 1818 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 6294.22 ms [2022-03-31 13:30:55 main:574] : INFO : Epoch 1819 | loss: 0.0311693 | val_loss: 0.0311818 | Time: 6285.35 ms [2022-03-31 13:31:01 main:574] : INFO : Epoch 1820 | loss: 0.0311688 | val_loss: 0.0311848 | Time: 6280.66 ms [2022-03-31 13:31:08 main:574] : INFO : Epoch 1821 | loss: 0.0311675 | val_loss: 0.0311813 | Time: 6307.11 ms [2022-03-31 13:31:14 main:574] : INFO : Epoch 1822 | loss: 0.0311664 | val_loss: 0.0311828 | Time: 6319.26 ms [2022-03-31 13:31:20 main:574] : INFO : Epoch 1823 | loss: 0.0311667 | val_loss: 0.0311836 | Time: 6311.55 ms [2022-03-31 13:31:27 main:574] : INFO : Epoch 1824 | loss: 0.0311656 | val_loss: 0.0311818 | Time: 6292.82 ms [2022-03-31 13:31:33 main:574] : INFO : Epoch 1825 | loss: 0.0311654 | val_loss: 0.0311839 | Time: 6276.5 ms [2022-03-31 13:31:39 main:574] : INFO : Epoch 1826 | loss: 0.0311643 | val_loss: 0.0311844 | Time: 6283.72 ms [2022-03-31 13:31:45 main:574] : INFO : Epoch 1827 | loss: 0.0311645 | val_loss: 0.0311826 | Time: 6275.11 ms [2022-03-31 13:31:52 main:574] : INFO : Epoch 1828 | loss: 0.0311642 | val_loss: 0.0311831 | Time: 6300.43 ms [2022-03-31 13:31:58 main:574] : INFO : Epoch 1829 | loss: 0.0311648 | val_loss: 0.0311867 | Time: 6278.93 ms [2022-03-31 13:32:04 main:574] : INFO : Epoch 1830 | loss: 0.0311669 | val_loss: 0.0311888 | Time: 6268.24 ms [2022-03-31 13:32:11 main:574] : INFO : Epoch 1831 | loss: 0.0311666 | val_loss: 0.0311868 | Time: 6294.42 ms [2022-03-31 13:32:17 main:574] : INFO : Epoch 1832 | loss: 0.0311643 | val_loss: 0.0311859 | Time: 6277.66 ms [2022-03-31 13:32:23 main:574] : INFO : Epoch 1833 | loss: 0.0311625 | val_loss: 0.0311864 | Time: 6285.85 ms [2022-03-31 13:32:29 main:574] : INFO : Epoch 1834 | loss: 0.0311626 | val_loss: 0.0311846 | Time: 6284.91 ms [2022-03-31 13:32:36 main:574] : INFO : Epoch 1835 | loss: 0.0311631 | val_loss: 0.0311876 | Time: 6272.53 ms [2022-03-31 13:32:42 main:574] : INFO : Epoch 1836 | loss: 0.0311631 | val_loss: 0.0311861 | Time: 6295.01 ms [2022-03-31 13:32:48 main:574] : INFO : Epoch 1837 | loss: 0.031162 | val_loss: 0.0311855 | Time: 6286.57 ms [2022-03-31 13:32:55 main:574] : INFO : Epoch 1838 | loss: 0.0311636 | val_loss: 0.031187 | Time: 6299.05 ms [2022-03-31 13:33:01 main:574] : INFO : Epoch 1839 | loss: 0.0311623 | val_loss: 0.0311844 | Time: 6271.6 ms [2022-03-31 13:33:07 main:574] : INFO : Epoch 1840 | loss: 0.0311619 | val_loss: 0.0311851 | Time: 6287.28 ms [2022-03-31 13:33:13 main:574] : INFO : Epoch 1841 | loss: 0.0311641 | val_loss: 0.031186 | Time: 6302.71 ms [2022-03-31 13:33:20 main:574] : INFO : Epoch 1842 | loss: 0.0311667 | val_loss: 0.0311837 | Time: 6327.69 ms [2022-03-31 13:33:26 main:574] : INFO : Epoch 1843 | loss: 0.0311642 | val_loss: 0.0311835 | Time: 6273.62 ms [2022-03-31 13:33:32 main:574] : INFO : Epoch 1844 | loss: 0.031163 | val_loss: 0.0311834 | Time: 6269.7 ms [2022-03-31 13:33:39 main:574] : INFO : Epoch 1845 | loss: 0.0311618 | val_loss: 0.0311845 | Time: 6263.97 ms [2022-03-31 13:33:45 main:574] : INFO : Epoch 1846 | loss: 0.0311613 | val_loss: 0.0311844 | Time: 6277.74 ms [2022-03-31 13:33:51 main:574] : INFO : Epoch 1847 | loss: 0.0311615 | val_loss: 0.0311844 | Time: 6299.91 ms [2022-03-31 13:33:57 main:574] : INFO : Epoch 1848 | loss: 0.0311621 | val_loss: 0.03119 | Time: 6276.81 ms [2022-03-31 13:34:04 main:574] : INFO : Epoch 1849 | loss: 0.0311626 | val_loss: 0.0311864 | Time: 6263.61 ms [2022-03-31 13:34:10 main:574] : INFO : Epoch 1850 | loss: 0.0311607 | val_loss: 0.0311854 | Time: 6343.39 ms [2022-03-31 13:34:16 main:574] : INFO : Epoch 1851 | loss: 0.0311608 | val_loss: 0.0311862 | Time: 6336.93 ms [2022-03-31 13:34:23 main:574] : INFO : Epoch 1852 | loss: 0.031161 | val_loss: 0.0311877 | Time: 6292.16 ms [2022-03-31 13:34:29 main:574] : INFO : Epoch 1853 | loss: 0.0311613 | val_loss: 0.0311883 | Time: 6282.18 ms [2022-03-31 13:34:35 main:574] : INFO : Epoch 1854 | loss: 0.0311602 | val_loss: 0.0311858 | Time: 6326.86 ms [2022-03-31 13:34:42 main:574] : INFO : Epoch 1855 | loss: 0.0311621 | val_loss: 0.0311865 | Time: 6314.76 ms [2022-03-31 13:34:48 main:574] : INFO : Epoch 1856 | loss: 0.0311617 | val_loss: 0.0311854 | Time: 6282.23 ms [2022-03-31 13:34:54 main:574] : INFO : Epoch 1857 | loss: 0.0311617 | val_loss: 0.0311851 | Time: 6270.07 ms [2022-03-31 13:35:00 main:574] : INFO : Epoch 1858 | loss: 0.0311628 | val_loss: 0.0311904 | Time: 6273.34 ms [2022-03-31 13:35:07 main:574] : INFO : Epoch 1859 | loss: 0.0311639 | val_loss: 0.0311835 | Time: 6288.82 ms [2022-03-31 13:35:13 main:574] : INFO : Epoch 1860 | loss: 0.0311624 | val_loss: 0.0311862 | Time: 6291.64 ms [2022-03-31 13:35:19 main:574] : INFO : Epoch 1861 | loss: 0.0311613 | val_loss: 0.0311838 | Time: 6274.9 ms [2022-03-31 13:35:26 main:574] : INFO : Epoch 1862 | loss: 0.0311595 | val_loss: 0.0311828 | Time: 6263.83 ms [2022-03-31 13:35:32 main:574] : INFO : Epoch 1863 | loss: 0.0311748 | val_loss: 0.0311871 | Time: 6301.27 ms [2022-03-31 13:35:38 main:574] : INFO : Epoch 1864 | loss: 0.0311766 | val_loss: 0.031186 | Time: 6273.99 ms [2022-03-31 13:35:45 main:574] : INFO : Epoch 1865 | loss: 0.0311727 | val_loss: 0.031184 | Time: 6314.14 ms [2022-03-31 13:35:51 main:574] : INFO : Epoch 1866 | loss: 0.0311707 | val_loss: 0.0311825 | Time: 6310.26 ms [2022-03-31 13:35:57 main:574] : INFO : Epoch 1867 | loss: 0.0311704 | val_loss: 0.0311834 | Time: 6294.82 ms [2022-03-31 13:36:03 main:574] : INFO : Epoch 1868 | loss: 0.0311705 | val_loss: 0.0311838 | Time: 6273.2 ms [2022-03-31 13:36:10 main:574] : INFO : Epoch 1869 | loss: 0.0311696 | val_loss: 0.0311847 | Time: 6277.6 ms [2022-03-31 13:36:16 main:574] : INFO : Epoch 1870 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 6299.74 ms [2022-03-31 13:36:22 main:574] : INFO : Epoch 1871 | loss: 0.0311661 | val_loss: 0.0311823 | Time: 6300.27 ms [2022-03-31 13:36:29 main:574] : INFO : Epoch 1872 | loss: 0.0311666 | val_loss: 0.0311837 | Time: 6301.84 ms [2022-03-31 13:36:35 main:574] : INFO : Epoch 1873 | loss: 0.0311641 | val_loss: 0.031181 | Time: 6287.2 ms [2022-03-31 13:36:41 main:574] : INFO : Epoch 1874 | loss: 0.0311634 | val_loss: 0.0311792 | Time: 6324.28 ms [2022-03-31 13:36:48 main:574] : INFO : Epoch 1875 | loss: 0.0311614 | val_loss: 0.0311798 | Time: 6322.52 ms [2022-03-31 13:36:54 main:574] : INFO : Epoch 1876 | loss: 0.0311601 | val_loss: 0.0311802 | Time: 6284.59 ms [2022-03-31 13:37:00 main:574] : INFO : Epoch 1877 | loss: 0.0311608 | val_loss: 0.0311844 | Time: 6290.59 ms [2022-03-31 13:37:06 main:574] : INFO : Epoch 1878 | loss: 0.0311627 | val_loss: 0.0311851 | Time: 6270.52 ms [2022-03-31 13:37:13 main:574] : INFO : Epoch 1879 | loss: 0.0311619 | val_loss: 0.0311841 | Time: 6293.17 ms [2022-03-31 13:37:19 main:574] : INFO : Epoch 1880 | loss: 0.0311621 | val_loss: 0.0311822 | Time: 6293.27 ms [2022-03-31 13:37:25 main:574] : INFO : Epoch 1881 | loss: 0.0311589 | val_loss: 0.0311817 | Time: 6301.83 ms [2022-03-31 13:37:32 main:574] : INFO : Epoch 1882 | loss: 0.0311586 | val_loss: 0.0311821 | Time: 6305.1 ms [2022-03-31 13:37:38 main:574] : INFO : Epoch 1883 | loss: 0.0311589 | val_loss: 0.0311845 | Time: 6291.46 ms [2022-03-31 13:37:44 main:574] : INFO : Epoch 1884 | loss: 0.0311596 | val_loss: 0.0311811 | Time: 6311.7 ms [2022-03-31 13:37:51 main:574] : INFO : Epoch 1885 | loss: 0.0311609 | val_loss: 0.0311822 | Time: 6273.51 ms [2022-03-31 13:37:57 main:574] : INFO : Epoch 1886 | loss: 0.0311611 | val_loss: 0.0311809 | Time: 6292.53 ms [2022-03-31 13:38:03 main:574] : INFO : Epoch 1887 | loss: 0.0311587 | val_loss: 0.0311839 | Time: 6286.65 ms [2022-03-31 13:38:09 main:574] : INFO : Epoch 1888 | loss: 0.0311594 | val_loss: 0.0311868 | Time: 6268.37 ms [2022-03-31 13:38:16 main:574] : INFO : Epoch 1889 | loss: 0.03116 | val_loss: 0.0311811 | Time: 6262.17 ms [2022-03-31 13:38:22 main:574] : INFO : Epoch 1890 | loss: 0.0311603 | val_loss: 0.0311818 | Time: 6287.29 ms [2022-03-31 13:38:28 main:574] : INFO : Epoch 1891 | loss: 0.0311611 | val_loss: 0.0311812 | Time: 6271.9 ms [2022-03-31 13:38:34 main:574] : INFO : Epoch 1892 | loss: 0.0311593 | val_loss: 0.0311818 | Time: 6277.32 ms [2022-03-31 13:38:41 main:574] : INFO : Epoch 1893 | loss: 0.0311586 | val_loss: 0.0311836 | Time: 6307.86 ms [2022-03-31 13:38:47 main:574] : INFO : Epoch 1894 | loss: 0.0311637 | val_loss: 0.0311823 | Time: 6308.53 ms [2022-03-31 13:38:53 main:574] : INFO : Epoch 1895 | loss: 0.0311609 | val_loss: 0.0311826 | Time: 6294.99 ms [2022-03-31 13:39:00 main:574] : INFO : Epoch 1896 | loss: 0.0311613 | val_loss: 0.0311837 | Time: 6282.97 ms [2022-03-31 13:39:06 main:574] : INFO : Epoch 1897 | loss: 0.0311605 | val_loss: 0.0311816 | Time: 6264.57 ms [2022-03-31 13:39:12 main:574] : INFO : Epoch 1898 | loss: 0.0311606 | val_loss: 0.031181 | Time: 6261.83 ms [2022-03-31 13:39:19 main:574] : INFO : Epoch 1899 | loss: 0.0311597 | val_loss: 0.0311868 | Time: 6347.07 ms [2022-03-31 13:39:25 main:574] : INFO : Epoch 1900 | loss: 0.0311589 | val_loss: 0.0311848 | Time: 6276.98 ms [2022-03-31 13:39:31 main:574] : INFO : Epoch 1901 | loss: 0.0311585 | val_loss: 0.0311824 | Time: 6350.44 ms [2022-03-31 13:39:38 main:574] : INFO : Epoch 1902 | loss: 0.0311608 | val_loss: 0.0311846 | Time: 6284.85 ms [2022-03-31 13:39:44 main:574] : INFO : Epoch 1903 | loss: 0.0311588 | val_loss: 0.0311807 | Time: 6290.7 ms [2022-03-31 13:39:50 main:574] : INFO : Epoch 1904 | loss: 0.0311583 | val_loss: 0.0311819 | Time: 6272.02 ms [2022-03-31 13:39:56 main:574] : INFO : Epoch 1905 | loss: 0.0311563 | val_loss: 0.0311822 | Time: 6301.18 ms [2022-03-31 13:40:03 main:574] : INFO : Epoch 1906 | loss: 0.0311558 | val_loss: 0.0311803 | Time: 6277.52 ms [2022-03-31 13:40:09 main:574] : INFO : Epoch 1907 | loss: 0.031159 | val_loss: 0.0311816 | Time: 6279.33 ms [2022-03-31 13:40:15 main:574] : INFO : Epoch 1908 | loss: 0.0311603 | val_loss: 0.0311855 | Time: 6321.06 ms [2022-03-31 13:40:22 main:574] : INFO : Epoch 1909 | loss: 0.0311591 | val_loss: 0.0311818 | Time: 6312.77 ms [2022-03-31 13:40:28 main:574] : INFO : Epoch 1910 | loss: 0.0311573 | val_loss: 0.0311816 | Time: 6285.11 ms [2022-03-31 13:40:34 main:574] : INFO : Epoch 1911 | loss: 0.0311575 | val_loss: 0.0311838 | Time: 6287.3 ms [2022-03-31 13:40:40 main:574] : INFO : Epoch 1912 | loss: 0.0311561 | val_loss: 0.0311798 | Time: 6278.92 ms [2022-03-31 13:40:47 main:574] : INFO : Epoch 1913 | loss: 0.0311578 | val_loss: 0.0311804 | Time: 6290.83 ms [2022-03-31 13:40:53 main:574] : INFO : Epoch 1914 | loss: 0.031156 | val_loss: 0.0311819 | Time: 6264.09 ms [2022-03-31 13:40:59 main:574] : INFO : Epoch 1915 | loss: 0.0311563 | val_loss: 0.0311832 | Time: 6278.23 ms [2022-03-31 13:41:06 main:574] : INFO : Epoch 1916 | loss: 0.0311548 | val_loss: 0.0311834 | Time: 6328.76 ms [2022-03-31 13:41:12 main:574] : INFO : Epoch 1917 | loss: 0.0311553 | val_loss: 0.03118 | Time: 6307.4 ms [2022-03-31 13:41:18 main:574] : INFO : Epoch 1918 | loss: 0.0311542 | val_loss: 0.0311819 | Time: 6292.54 ms [2022-03-31 13:41:25 main:574] : INFO : Epoch 1919 | loss: 0.0311541 | val_loss: 0.0311806 | Time: 6316.46 ms [2022-03-31 13:41:31 main:574] : INFO : Epoch 1920 | loss: 0.0311548 | val_loss: 0.0311859 | Time: 6301.33 ms [2022-03-31 13:41:37 main:574] : INFO : Epoch 1921 | loss: 0.0311578 | val_loss: 0.031181 | Time: 6313.54 ms [2022-03-31 13:41:43 main:574] : INFO : Epoch 1922 | loss: 0.0311538 | val_loss: 0.0311887 | Time: 6257.91 ms [2022-03-31 13:41:50 main:574] : INFO : Epoch 1923 | loss: 0.0311545 | val_loss: 0.0311838 | Time: 6277.69 ms [2022-03-31 13:41:56 main:574] : INFO : Epoch 1924 | loss: 0.0311526 | val_loss: 0.0311815 | Time: 6332.81 ms [2022-03-31 13:42:02 main:574] : INFO : Epoch 1925 | loss: 0.0311533 | val_loss: 0.0311804 | Time: 6344.28 ms [2022-03-31 13:42:09 main:574] : INFO : Epoch 1926 | loss: 0.0311522 | val_loss: 0.0311836 | Time: 6277.68 ms [2022-03-31 13:42:15 main:574] : INFO : Epoch 1927 | loss: 0.0311549 | val_loss: 0.0311863 | Time: 6267.93 ms [2022-03-31 13:42:21 main:574] : INFO : Epoch 1928 | loss: 0.0311534 | val_loss: 0.0311799 | Time: 6302.19 ms [2022-03-31 13:42:28 main:574] : INFO : Epoch 1929 | loss: 0.0311538 | val_loss: 0.0311818 | Time: 6274.83 ms [2022-03-31 13:42:34 main:574] : INFO : Epoch 1930 | loss: 0.0311539 | val_loss: 0.0311815 | Time: 6310.39 ms [2022-03-31 13:42:40 main:574] : INFO : Epoch 1931 | loss: 0.0311528 | val_loss: 0.0311808 | Time: 6273.2 ms [2022-03-31 13:42:46 main:574] : INFO : Epoch 1932 | loss: 0.0311567 | val_loss: 0.0311881 | Time: 6285.33 ms [2022-03-31 13:42:53 main:574] : INFO : Epoch 1933 | loss: 0.0311589 | val_loss: 0.0311814 | Time: 6275.48 ms [2022-03-31 13:42:59 main:574] : INFO : Epoch 1934 | loss: 0.0311579 | val_loss: 0.0311836 | Time: 6274.06 ms [2022-03-31 13:43:05 main:574] : INFO : Epoch 1935 | loss: 0.0311547 | val_loss: 0.0311826 | Time: 6272.98 ms [2022-03-31 13:43:12 main:574] : INFO : Epoch 1936 | loss: 0.0311533 | val_loss: 0.0311828 | Time: 6271.81 ms [2022-03-31 13:43:18 main:574] : INFO : Epoch 1937 | loss: 0.0311538 | val_loss: 0.031184 | Time: 6328.02 ms [2022-03-31 13:43:24 main:574] : INFO : Epoch 1938 | loss: 0.0311544 | val_loss: 0.0311814 | Time: 6261.85 ms [2022-03-31 13:43:30 main:574] : INFO : Epoch 1939 | loss: 0.0311531 | val_loss: 0.031183 | Time: 6271.59 ms [2022-03-31 13:43:37 main:574] : INFO : Epoch 1940 | loss: 0.0311564 | val_loss: 0.0311818 | Time: 6274.73 ms [2022-03-31 13:43:43 main:574] : INFO : Epoch 1941 | loss: 0.0311602 | val_loss: 0.0311843 | Time: 6319.62 ms [2022-03-31 13:43:49 main:574] : INFO : Epoch 1942 | loss: 0.0311593 | val_loss: 0.03118 | Time: 6308.47 ms [2022-03-31 13:43:56 main:574] : INFO : Epoch 1943 | loss: 0.0311562 | val_loss: 0.031182 | Time: 6269.17 ms [2022-03-31 13:44:02 main:574] : INFO : Epoch 1944 | loss: 0.0311547 | val_loss: 0.0311797 | Time: 6282.5 ms [2022-03-31 13:44:08 main:574] : INFO : Epoch 1945 | loss: 0.0311523 | val_loss: 0.0311825 | Time: 6306.35 ms [2022-03-31 13:44:15 main:574] : INFO : Epoch 1946 | loss: 0.0311567 | val_loss: 0.0311831 | Time: 6330.59 ms [2022-03-31 13:44:21 main:574] : INFO : Epoch 1947 | loss: 0.0311561 | val_loss: 0.0311803 | Time: 6316.65 ms [2022-03-31 13:44:27 main:574] : INFO : Epoch 1948 | loss: 0.0311551 | val_loss: 0.0311783 | Time: 6304.77 ms [2022-03-31 13:44:33 main:574] : INFO : Epoch 1949 | loss: 0.0311533 | val_loss: 0.0311795 | Time: 6268.74 ms [2022-03-31 13:44:40 main:574] : INFO : Epoch 1950 | loss: 0.0311538 | val_loss: 0.0311813 | Time: 6274.06 ms [2022-03-31 13:44:46 main:574] : INFO : Epoch 1951 | loss: 0.0311525 | val_loss: 0.0311801 | Time: 6287.13 ms [2022-03-31 13:44:52 main:574] : INFO : Epoch 1952 | loss: 0.0311534 | val_loss: 0.0311827 | Time: 6298.9 ms [2022-03-31 13:44:59 main:574] : INFO : Epoch 1953 | loss: 0.0311532 | val_loss: 0.0311789 | Time: 6305.84 ms [2022-03-31 13:45:05 main:574] : INFO : Epoch 1954 | loss: 0.031153 | val_loss: 0.0311818 | Time: 6277.04 ms [2022-03-31 13:45:11 main:574] : INFO : Epoch 1955 | loss: 0.0311511 | val_loss: 0.0311795 | Time: 6264.56 ms [2022-03-31 13:45:17 main:574] : INFO : Epoch 1956 | loss: 0.0311518 | val_loss: 0.0311827 | Time: 6292.22 ms [2022-03-31 13:45:24 main:574] : INFO : Epoch 1957 | loss: 0.0311529 | val_loss: 0.0311823 | Time: 6276.21 ms [2022-03-31 13:45:30 main:574] : INFO : Epoch 1958 | loss: 0.0311513 | val_loss: 0.0311817 | Time: 6289.12 ms [2022-03-31 13:45:36 main:574] : INFO : Epoch 1959 | loss: 0.0311531 | val_loss: 0.0311812 | Time: 6414.35 ms [2022-03-31 13:45:43 main:574] : INFO : Epoch 1960 | loss: 0.0311536 | val_loss: 0.0311835 | Time: 6335.17 ms [2022-03-31 13:45:49 main:574] : INFO : Epoch 1961 | loss: 0.0311511 | val_loss: 0.0311786 | Time: 6322.9 ms [2022-03-31 13:45:55 main:574] : INFO : Epoch 1962 | loss: 0.0311502 | val_loss: 0.031179 | Time: 6299.86 ms [2022-03-31 13:46:02 main:574] : INFO : Epoch 1963 | loss: 0.0311509 | val_loss: 0.0311826 | Time: 6259.96 ms [2022-03-31 13:46:08 main:574] : INFO : Epoch 1964 | loss: 0.0311538 | val_loss: 0.0311851 | Time: 6262.85 ms [2022-03-31 13:46:14 main:574] : INFO : Epoch 1965 | loss: 0.0311581 | val_loss: 0.0311834 | Time: 6262.41 ms [2022-03-31 13:46:21 main:574] : INFO : Epoch 1966 | loss: 0.0311612 | val_loss: 0.0311822 | Time: 6270.1 ms [2022-03-31 13:46:27 main:574] : INFO : Epoch 1967 | loss: 0.0311552 | val_loss: 0.0311795 | Time: 6283.47 ms [2022-03-31 13:46:33 main:574] : INFO : Epoch 1968 | loss: 0.0311543 | val_loss: 0.0311796 | Time: 6307.14 ms [2022-03-31 13:46:39 main:574] : INFO : Epoch 1969 | loss: 0.0311523 | val_loss: 0.0311794 | Time: 6297.7 ms [2022-03-31 13:46:46 main:574] : INFO : Epoch 1970 | loss: 0.0311523 | val_loss: 0.0311822 | Time: 6285.08 ms [2022-03-31 13:46:52 main:574] : INFO : Epoch 1971 | loss: 0.0311532 | val_loss: 0.0311807 | Time: 6280.36 ms [2022-03-31 13:46:58 main:574] : INFO : Epoch 1972 | loss: 0.031151 | val_loss: 0.0311827 | Time: 6273.2 ms [2022-03-31 13:47:05 main:574] : INFO : Epoch 1973 | loss: 0.0311532 | val_loss: 0.0311811 | Time: 6262.87 ms [2022-03-31 13:47:11 main:574] : INFO : Epoch 1974 | loss: 0.0311546 | val_loss: 0.03118 | Time: 6259.75 ms [2022-03-31 13:47:17 main:574] : INFO : Epoch 1975 | loss: 0.031153 | val_loss: 0.031178 | Time: 6266.26 ms [2022-03-31 13:47:23 main:574] : INFO : Epoch 1976 | loss: 0.0311535 | val_loss: 0.0311788 | Time: 6318.36 ms [2022-03-31 13:47:30 main:574] : INFO : Epoch 1977 | loss: 0.031161 | val_loss: 0.0311842 | Time: 6300.9 ms [2022-03-31 13:47:36 main:574] : INFO : Epoch 1978 | loss: 0.0311725 | val_loss: 0.031182 | Time: 6296.22 ms [2022-03-31 13:47:42 main:574] : INFO : Epoch 1979 | loss: 0.0311669 | val_loss: 0.0311777 | Time: 6286.65 ms [2022-03-31 13:47:49 main:574] : INFO : Epoch 1980 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 6269.54 ms [2022-03-31 13:47:55 main:574] : INFO : Epoch 1981 | loss: 0.0311626 | val_loss: 0.031176 | Time: 6285.8 ms [2022-03-31 13:48:01 main:574] : INFO : Epoch 1982 | loss: 0.03116 | val_loss: 0.031177 | Time: 6268.39 ms [2022-03-31 13:48:07 main:574] : INFO : Epoch 1983 | loss: 0.0311596 | val_loss: 0.0311776 | Time: 6268.22 ms [2022-03-31 13:48:14 main:574] : INFO : Epoch 1984 | loss: 0.0311592 | val_loss: 0.031177 | Time: 6272.15 ms [2022-03-31 13:48:20 main:574] : INFO : Epoch 1985 | loss: 0.0311585 | val_loss: 0.0311751 | Time: 6305.84 ms [2022-03-31 13:48:26 main:574] : INFO : Epoch 1986 | loss: 0.0311576 | val_loss: 0.0311763 | Time: 6313.26 ms [2022-03-31 13:48:33 main:574] : INFO : Epoch 1987 | loss: 0.0311566 | val_loss: 0.031176 | Time: 6298.15 ms [2022-03-31 13:48:39 main:574] : INFO : Epoch 1988 | loss: 0.0311556 | val_loss: 0.0311808 | Time: 6285.75 ms [2022-03-31 13:48:45 main:574] : INFO : Epoch 1989 | loss: 0.031155 | val_loss: 0.0311777 | Time: 6290.84 ms [2022-03-31 13:48:52 main:574] : INFO : Epoch 1990 | loss: 0.0311559 | val_loss: 0.031179 | Time: 6286.87 ms [2022-03-31 13:48:58 main:574] : INFO : Epoch 1991 | loss: 0.0311575 | val_loss: 0.0311792 | Time: 6292.85 ms [2022-03-31 13:49:04 main:574] : INFO : Epoch 1992 | loss: 0.0311559 | val_loss: 0.0311757 | Time: 6276.85 ms [2022-03-31 13:49:10 main:574] : INFO : Epoch 1993 | loss: 0.0311571 | val_loss: 0.0311786 | Time: 6270.08 ms [2022-03-31 13:49:17 main:574] : INFO : Epoch 1994 | loss: 0.031155 | val_loss: 0.0311769 | Time: 6298.91 ms [2022-03-31 13:49:23 main:574] : INFO : Epoch 1995 | loss: 0.0311566 | val_loss: 0.0311801 | Time: 6301.56 ms [2022-03-31 13:49:29 main:574] : INFO : Epoch 1996 | loss: 0.0311566 | val_loss: 0.0311825 | Time: 6337.12 ms [2022-03-31 13:49:36 main:574] : INFO : Epoch 1997 | loss: 0.0311547 | val_loss: 0.0311787 | Time: 6336.8 ms [2022-03-31 13:49:42 main:574] : INFO : Epoch 1998 | loss: 0.0311562 | val_loss: 0.0311795 | Time: 6265.24 ms [2022-03-31 13:49:48 main:574] : INFO : Epoch 1999 | loss: 0.0311525 | val_loss: 0.0311781 | Time: 6285.76 ms [2022-03-31 13:49:55 main:574] : INFO : Epoch 2000 | loss: 0.0311526 | val_loss: 0.0311801 | Time: 6301.98 ms [2022-03-31 13:50:01 main:574] : INFO : Epoch 2001 | loss: 0.0311509 | val_loss: 0.0311772 | Time: 6268.75 ms [2022-03-31 13:50:07 main:574] : INFO : Epoch 2002 | loss: 0.0311517 | val_loss: 0.03118 | Time: 6265.68 ms [2022-03-31 13:50:13 main:574] : INFO : Epoch 2003 | loss: 0.0311527 | val_loss: 0.0311806 | Time: 6307.32 ms [2022-03-31 13:50:20 main:574] : INFO : Epoch 2004 | loss: 0.0311518 | val_loss: 0.031181 | Time: 6299.37 ms [2022-03-31 13:50:26 main:574] : INFO : Epoch 2005 | loss: 0.0311525 | val_loss: 0.031182 | Time: 6279.29 ms [2022-03-31 13:50:32 main:574] : INFO : Epoch 2006 | loss: 0.0311522 | val_loss: 0.0311777 | Time: 6280.46 ms [2022-03-31 13:50:39 main:574] : INFO : Epoch 2007 | loss: 0.0311508 | val_loss: 0.0311801 | Time: 6284.15 ms [2022-03-31 13:50:45 main:574] : INFO : Epoch 2008 | loss: 0.0311509 | val_loss: 0.0311794 | Time: 6259.16 ms [2022-03-31 13:50:51 main:574] : INFO : Epoch 2009 | loss: 0.0311498 | val_loss: 0.0311765 | Time: 6268.16 ms [2022-03-31 13:50:57 main:574] : INFO : Epoch 2010 | loss: 0.0311512 | val_loss: 0.0311769 | Time: 6288.48 ms [2022-03-31 13:51:04 main:574] : INFO : Epoch 2011 | loss: 0.0311571 | val_loss: 0.031185 | Time: 6304.82 ms [2022-03-31 13:51:10 main:574] : INFO : Epoch 2012 | loss: 0.0311566 | val_loss: 0.0311836 | Time: 6321.33 ms [2022-03-31 13:51:16 main:574] : INFO : Epoch 2013 | loss: 0.0311544 | val_loss: 0.0311799 | Time: 6277.25 ms [2022-03-31 13:51:23 main:574] : INFO : Epoch 2014 | loss: 0.0311555 | val_loss: 0.0311789 | Time: 6269.6 ms [2022-03-31 13:51:29 main:574] : INFO : Epoch 2015 | loss: 0.0311523 | val_loss: 0.0311763 | Time: 6264.47 ms [2022-03-31 13:51:35 main:574] : INFO : Epoch 2016 | loss: 0.0311557 | val_loss: 0.0311752 | Time: 6274.48 ms [2022-03-31 13:51:41 main:574] : INFO : Epoch 2017 | loss: 0.0311531 | val_loss: 0.031179 | Time: 6265.55 ms [2022-03-31 13:51:48 main:574] : INFO : Epoch 2018 | loss: 0.0311537 | val_loss: 0.0311784 | Time: 6276.94 ms [2022-03-31 13:51:54 main:574] : INFO : Epoch 2019 | loss: 0.0311514 | val_loss: 0.0311778 | Time: 6274.05 ms [2022-03-31 13:52:00 main:574] : INFO : Epoch 2020 | loss: 0.0311525 | val_loss: 0.0311774 | Time: 6287.66 ms [2022-03-31 13:52:07 main:574] : INFO : Epoch 2021 | loss: 0.0311501 | val_loss: 0.0311777 | Time: 6346.48 ms [2022-03-31 13:52:13 main:574] : INFO : Epoch 2022 | loss: 0.0311507 | val_loss: 0.0311772 | Time: 6283.32 ms [2022-03-31 13:52:19 main:574] : INFO : Epoch 2023 | loss: 0.0311556 | val_loss: 0.0311767 | Time: 6268.18 ms [2022-03-31 13:52:25 main:574] : INFO : Epoch 2024 | loss: 0.0311591 | val_loss: 0.0311761 | Time: 6284.61 ms [2022-03-31 13:52:32 main:574] : INFO : Epoch 2025 | loss: 0.0311558 | val_loss: 0.0311749 | Time: 6260.33 ms [2022-03-31 13:52:38 main:574] : INFO : Epoch 2026 | loss: 0.031154 | val_loss: 0.0311776 | Time: 6272.86 ms [2022-03-31 13:52:44 main:574] : INFO : Epoch 2027 | loss: 0.0311528 | val_loss: 0.031175 | Time: 6254.7 ms [2022-03-31 13:52:51 main:574] : INFO : Epoch 2028 | loss: 0.0311542 | val_loss: 0.031174 | Time: 6282.39 ms [2022-03-31 13:52:57 main:574] : INFO : Epoch 2029 | loss: 0.031153 | val_loss: 0.0311805 | Time: 6275.49 ms [2022-03-31 13:53:03 main:574] : INFO : Epoch 2030 | loss: 0.0311538 | val_loss: 0.0311762 | Time: 6306.07 ms [2022-03-31 13:53:09 main:574] : INFO : Epoch 2031 | loss: 0.0311565 | val_loss: 0.0311803 | Time: 6323.37 ms [2022-03-31 13:53:16 main:574] : INFO : Epoch 2032 | loss: 0.031154 | val_loss: 0.0311762 | Time: 6286.04 ms [2022-03-31 13:53:22 main:574] : INFO : Epoch 2033 | loss: 0.0311532 | val_loss: 0.0311779 | Time: 6270.23 ms [2022-03-31 13:53:28 main:574] : INFO : Epoch 2034 | loss: 0.0311516 | val_loss: 0.0311791 | Time: 6270.91 ms [2022-03-31 13:53:35 main:574] : INFO : Epoch 2035 | loss: 0.0311506 | val_loss: 0.0311801 | Time: 6264.61 ms [2022-03-31 13:53:41 main:574] : INFO : Epoch 2036 | loss: 0.0311496 | val_loss: 0.0311777 | Time: 6277.08 ms [2022-03-31 13:53:47 main:574] : INFO : Epoch 2037 | loss: 0.0311587 | val_loss: 0.0311808 | Time: 6275.74 ms [2022-03-31 13:53:53 main:574] : INFO : Epoch 2038 | loss: 0.0311636 | val_loss: 0.0311757 | Time: 6312.57 ms [2022-03-31 13:54:00 main:574] : INFO : Epoch 2039 | loss: 0.0311597 | val_loss: 0.0311782 | Time: 6331.06 ms [2022-03-31 13:54:06 main:574] : INFO : Epoch 2040 | loss: 0.0311589 | val_loss: 0.0311777 | Time: 6297.23 ms [2022-03-31 13:54:12 main:574] : INFO : Epoch 2041 | loss: 0.0311572 | val_loss: 0.0311769 | Time: 6311.93 ms [2022-03-31 13:54:19 main:574] : INFO : Epoch 2042 | loss: 0.0311552 | val_loss: 0.0311806 | Time: 6269.6 ms [2022-03-31 13:54:25 main:574] : INFO : Epoch 2043 | loss: 0.0311526 | val_loss: 0.0311748 | Time: 6299.89 ms [2022-03-31 13:54:31 main:574] : INFO : Epoch 2044 | loss: 0.0311516 | val_loss: 0.0311764 | Time: 6289.2 ms [2022-03-31 13:54:38 main:574] : INFO : Epoch 2045 | loss: 0.0311529 | val_loss: 0.031176 | Time: 6289.36 ms [2022-03-31 13:54:44 main:574] : INFO : Epoch 2046 | loss: 0.0311507 | val_loss: 0.0311767 | Time: 6288.83 ms [2022-03-31 13:54:50 main:574] : INFO : Epoch 2047 | loss: 0.0311525 | val_loss: 0.0311823 | Time: 6282.5 ms [2022-03-31 13:54:56 main:574] : INFO : Epoch 2048 | loss: 0.0311517 | val_loss: 0.0311778 | Time: 6293.84 ms [2022-03-31 13:54:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311778 [2022-03-31 13:54:56 main:603] : INFO : Saving end state to config to file [2022-03-31 13:54:57 main:608] : INFO : Success, exiting.. 13:54:57 (1468): 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)