Task 10938597
| Name | ParityModified-1639960053-11010-2-0_0 |
| Workunit | 8233847 |
| Created | 21 Jan 2022, 10:47:05 UTC |
| Sent | 14 Feb 2022, 17:45:38 UTC |
| Report deadline | 22 Feb 2022, 17:45:38 UTC |
| Received | 15 Feb 2022, 21:20:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16717 |
| Run time | 3 hours 12 min 6 sec |
| CPU time | 2 hours 54 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0:17 main:574] : INFO : Epoch 1589 | loss: 0.0311197 | val_loss: 0.0311736 | Time: 5200.92 ms [2022-02-15 19:30:23 main:574] : INFO : Epoch 1590 | loss: 0.0311201 | val_loss: 0.031174 | Time: 5521.92 ms [2022-02-15 19:30:28 main:574] : INFO : Epoch 1591 | loss: 0.0311188 | val_loss: 0.0311639 | Time: 5560.65 ms [2022-02-15 19:30:34 main:574] : INFO : Epoch 1592 | loss: 0.0311184 | val_loss: 0.031162 | Time: 5303.7 ms [2022-02-15 19:30:39 main:574] : INFO : Epoch 1593 | loss: 0.031117 | val_loss: 0.0311636 | Time: 5593.61 ms [2022-02-15 19:30:55 main:574] : INFO : Epoch 1594 | loss: 0.0311144 | val_loss: 0.0311666 | Time: 15592.4 ms [2022-02-15 19:31:01 main:574] : INFO : Epoch 1595 | loss: 0.0311122 | val_loss: 0.0311646 | Time: 5626.44 ms [2022-02-15 19:31:16 main:574] : INFO : Epoch 1596 | loss: 0.0311136 | val_loss: 0.0311716 | Time: 15557.7 ms [2022-02-15 19:31:21 main:574] : INFO : Epoch 1597 | loss: 0.0311114 | val_loss: 0.0311713 | Time: 5373.74 ms [2022-02-15 19:31:37 main:574] : INFO : Epoch 1598 | loss: 0.0311112 | val_loss: 0.0311695 | Time: 15565.8 ms [2022-02-15 19:31:42 main:574] : INFO : Epoch 1599 | loss: 0.0311108 | val_loss: 0.0311775 | Time: 5335.04 ms [2022-02-15 19:31:48 main:574] : INFO : Epoch 1600 | loss: 0.0311131 | val_loss: 0.031179 | Time: 5552.88 ms [2022-02-15 19:32:04 main:574] : INFO : Epoch 1601 | loss: 0.0311134 | val_loss: 0.0311717 | Time: 15621.8 ms [2022-02-15 19:32:09 main:574] : INFO : Epoch 1602 | loss: 0.0311131 | val_loss: 0.0311702 | Time: 5327.47 ms [2022-02-15 19:32:25 main:574] : INFO : Epoch 1603 | loss: 0.0311118 | val_loss: 0.0311735 | Time: 15710.5 ms [2022-02-15 19:32:30 main:574] : INFO : Epoch 1604 | loss: 0.0311155 | val_loss: 0.0311621 | Time: 5409.55 ms [2022-02-15 19:32:36 main:574] : INFO : Epoch 1605 | loss: 0.0311431 | val_loss: 0.0311657 | Time: 5481.97 ms [2022-02-15 19:32:41 main:574] : INFO : Epoch 1606 | loss: 0.0311351 | val_loss: 0.0311712 | Time: 5536.84 ms [2022-02-15 19:32:57 main:574] : INFO : Epoch 1607 | loss: 0.0311295 | val_loss: 0.0311625 | Time: 15532.2 ms [2022-02-15 19:33:02 main:574] : INFO : Epoch 1608 | loss: 0.0311248 | val_loss: 0.031163 | Time: 5515.34 ms [2022-02-15 19:33:18 main:574] : INFO : Epoch 1609 | loss: 0.031121 | val_loss: 0.0311637 | Time: 15626.8 ms [2022-02-15 19:33:34 main:574] : INFO : Epoch 1610 | loss: 0.0311216 | val_loss: 0.0311696 | Time: 15922.5 ms [2022-02-15 19:33:39 main:574] : INFO : Epoch 1611 | loss: 0.0311197 | val_loss: 0.0311676 | Time: 5531.11 ms [2022-02-15 19:34:05 main:574] : INFO : Epoch 1612 | loss: 0.0311179 | val_loss: 0.0311666 | Time: 26040.3 ms [2022-02-15 19:34:11 main:574] : INFO : Epoch 1613 | loss: 0.0311185 | val_loss: 0.0311662 | Time: 5404.22 ms [2022-02-15 19:34:26 main:574] : INFO : Epoch 1614 | loss: 0.0311205 | val_loss: 0.0311644 | Time: 15654.2 ms [2022-02-15 19:34:32 main:574] : INFO : Epoch 1615 | loss: 0.0311158 | val_loss: 0.0311674 | Time: 5501.34 ms [2022-02-15 19:34:48 main:574] : INFO : Epoch 1616 | loss: 0.0311137 | val_loss: 0.0311649 | Time: 15846.9 ms [2022-02-15 19:34:53 main:574] : INFO : Epoch 1617 | loss: 0.0311132 | val_loss: 0.0311689 | Time: 5617.57 ms [2022-02-15 19:34:59 main:574] : INFO : Epoch 1618 | loss: 0.0311123 | val_loss: 0.0311705 | Time: 5355.73 ms [2022-02-15 19:35:15 main:574] : INFO : Epoch 1619 | loss: 0.0311149 | val_loss: 0.0311738 | Time: 15736.7 ms [2022-02-15 19:35:20 main:574] : INFO : Epoch 1620 | loss: 0.0311129 | val_loss: 0.0311714 | Time: 5597.08 ms [2022-02-15 19:35:36 main:574] : INFO : Epoch 1621 | loss: 0.0311127 | val_loss: 0.0311678 | Time: 15474 ms [2022-02-15 19:35:41 main:574] : INFO : Epoch 1622 | loss: 0.0311128 | val_loss: 0.0311646 | Time: 5659.08 ms [2022-02-15 19:35:57 main:574] : INFO : Epoch 1623 | loss: 0.0311115 | val_loss: 0.031172 | Time: 15437.1 ms [2022-02-15 19:36:02 main:574] : INFO : Epoch 1624 | loss: 0.0311104 | val_loss: 0.0311666 | Time: 5551.04 ms [2022-02-15 19:36:18 main:574] : INFO : Epoch 1625 | loss: 0.0311116 | val_loss: 0.0311721 | Time: 15524.6 ms [2022-02-15 19:36:23 main:574] : INFO : Epoch 1626 | loss: 0.0311104 | val_loss: 0.0311667 | Time: 5441.39 ms [2022-02-15 19:36:29 main:574] : INFO : Epoch 1627 | loss: 0.0311146 | val_loss: 0.0311661 | Time: 5687.71 ms [2022-02-15 19:36:34 main:574] : INFO : Epoch 1628 | loss: 0.0311192 | val_loss: 0.0311657 | Time: 5176.36 ms [2022-02-15 19:36:40 main:574] : INFO : Epoch 1629 | loss: 0.0311197 | val_loss: 0.0311686 | Time: 5529.11 ms [2022-02-15 19:36:56 main:574] : INFO : Epoch 1630 | loss: 0.0311187 | val_loss: 0.0311707 | Time: 15694.1 ms [2022-02-15 19:37:01 main:574] : INFO : Epoch 1631 | loss: 0.0311168 | val_loss: 0.0311683 | Time: 5437.62 ms [2022-02-15 19:37:17 main:574] : INFO : Epoch 1632 | loss: 0.031119 | val_loss: 0.0311652 | Time: 15526.9 ms [2022-02-15 19:37:22 main:574] : INFO : Epoch 1633 | loss: 0.0311173 | val_loss: 0.0311711 | Time: 5246.67 ms [2022-02-15 19:37:27 main:574] : INFO : Epoch 1634 | loss: 0.0311154 | val_loss: 0.0311664 | Time: 5667.38 ms [2022-02-15 19:37:33 main:574] : INFO : Epoch 1635 | loss: 0.0311231 | val_loss: 0.0311636 | Time: 5647.15 ms [2022-02-15 19:37:49 main:574] : INFO : Epoch 1636 | loss: 0.0311352 | val_loss: 0.0311628 | Time: 15518.9 ms [2022-02-15 19:37:54 main:574] : INFO : Epoch 1637 | loss: 0.0311297 | val_loss: 0.0311648 | Time: 5453.98 ms [2022-02-15 19:38:10 main:574] : INFO : Epoch 1638 | loss: 0.0311262 | val_loss: 0.0311648 | Time: 15632.5 ms [2022-02-15 19:38:15 main:574] : INFO : Epoch 1639 | loss: 0.0311289 | val_loss: 0.0311686 | Time: 5386.91 ms [2022-02-15 19:38:31 main:574] : INFO : Epoch 1640 | loss: 0.0311294 | val_loss: 0.0311673 | Time: 15574.7 ms [2022-02-15 19:38:46 main:574] : INFO : Epoch 1641 | loss: 0.0311337 | val_loss: 0.0311617 | Time: 15627.9 ms [2022-02-15 19:38:52 main:574] : INFO : Epoch 1642 | loss: 0.0311272 | val_loss: 0.0311642 | Time: 5624.6 ms [2022-02-15 19:39:08 main:574] : INFO : Epoch 1643 | loss: 0.0311232 | val_loss: 0.031167 | Time: 15613.2 ms [2022-02-15 19:39:13 main:574] : INFO : Epoch 1644 | loss: 0.0311202 | val_loss: 0.0311668 | Time: 5462.51 ms [2022-02-15 19:39:29 main:574] : INFO : Epoch 1645 | loss: 0.0311206 | val_loss: 0.0311747 | Time: 15625.3 ms [2022-02-15 19:39:34 main:574] : INFO : Epoch 1646 | loss: 0.0311208 | val_loss: 0.0311674 | Time: 5357.2 ms [2022-02-15 19:39:40 main:574] : INFO : Epoch 1647 | loss: 0.0311184 | val_loss: 0.0311681 | Time: 5665.93 ms [2022-02-15 19:39:46 main:574] : INFO : Epoch 1648 | loss: 0.0311158 | val_loss: 0.0311709 | Time: 6000.7 ms [2022-02-15 19:40:01 main:574] : INFO : Epoch 1649 | loss: 0.0311153 | val_loss: 0.0311685 | Time: 15535.6 ms [2022-02-15 19:40:17 main:574] : INFO : Epoch 1650 | loss: 0.0311167 | val_loss: 0.0311678 | Time: 15510.2 ms [2022-02-15 19:40:23 main:574] : INFO : Epoch 1651 | loss: 0.0311165 | val_loss: 0.0311776 | Time: 5512.54 ms [2022-02-15 19:40:28 main:574] : INFO : Epoch 1652 | loss: 0.0311155 | val_loss: 0.0311709 | Time: 5361.76 ms [2022-02-15 19:40:34 main:574] : INFO : Epoch 1653 | loss: 0.0311119 | val_loss: 0.031173 | Time: 5642.98 ms [2022-02-15 19:40:49 main:574] : INFO : Epoch 1654 | loss: 0.0311148 | val_loss: 0.0311764 | Time: 15516.7 ms [2022-02-15 19:40:55 main:574] : INFO : Epoch 1655 | loss: 0.0311146 | val_loss: 0.0311686 | Time: 5438.77 ms [2022-02-15 19:41:00 main:574] : INFO : Epoch 1656 | loss: 0.0311125 | val_loss: 0.031176 | Time: 5549.1 ms [2022-02-15 19:41:06 main:574] : INFO : Epoch 1657 | loss: 0.0311184 | val_loss: 0.0311701 | Time: 5417.39 ms [2022-02-15 19:41:21 main:574] : INFO : Epoch 1658 | loss: 0.0311116 | val_loss: 0.0311768 | Time: 15797.2 ms [2022-02-15 19:41:27 main:574] : INFO : Epoch 1659 | loss: 0.0311097 | val_loss: 0.0311759 | Time: 5617.76 ms [2022-02-15 19:41:43 main:574] : INFO : Epoch 1660 | loss: 0.0311089 | val_loss: 0.0311748 | Time: 15716.5 ms [2022-02-15 19:41:48 main:574] : INFO : Epoch 1661 | loss: 0.0311164 | val_loss: 0.0311638 | Time: 5272.31 ms [2022-02-15 19:41:53 main:574] : INFO : Epoch 1662 | loss: 0.0311203 | val_loss: 0.0311736 | Time: 5401.93 ms [2022-02-15 19:41:59 main:574] : INFO : Epoch 1663 | loss: 0.0311169 | val_loss: 0.0311679 | Time: 5483.47 ms [2022-02-15 19:42:04 main:574] : INFO : Epoch 1664 | loss: 0.0311175 | val_loss: 0.0311653 | Time: 5193.29 ms [2022-02-15 19:42:09 main:574] : INFO : Epoch 1665 | loss: 0.0311172 | val_loss: 0.0311673 | Time: 5061.65 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050 Ti) [2022-02-15 19:49:29 main:435] : INFO : Set logging level to 1 [2022-02-15 19:49:29 main:441] : INFO : Running in BOINC Client mode [2022-02-15 19:49:29 main:444] : INFO : Resolving all filenames [2022-02-15 19:49:29 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-15 19:49:29 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-15 19:49:29 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-15 19:49:29 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-15 19:49:29 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-15 19:49:29 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-15 19:49:29 main:474] : INFO : Configuration: [2022-02-15 19:49:29 main:475] : INFO : Model type: GRU [2022-02-15 19:49:29 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-15 19:49:29 main:477] : INFO : Max Epochs: 2048 [2022-02-15 19:49:29 main:478] : INFO : Batch Size: 128 [2022-02-15 19:49:29 main:479] : INFO : Learning Rate: 0.01 [2022-02-15 19:49:29 main:480] : INFO : Patience: 10 [2022-02-15 19:49:29 main:481] : INFO : Hidden Width: 12 [2022-02-15 19:49:29 main:482] : INFO : # Recurrent Layers: 4 [2022-02-15 19:49:29 main:483] : INFO : # Backend Layers: 4 [2022-02-15 19:49:29 main:484] : INFO : # Threads: 1 [2022-02-15 19:49:29 main:486] : INFO : Preparing Dataset [2022-02-15 19:49:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-15 19:49:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-15 19:49:31 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-15 19:49:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-15 19:49:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-15 19:49:31 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-15 19:49:31 main:494] : INFO : Creating Model [2022-02-15 19:49:31 main:507] : INFO : Preparing config file [2022-02-15 19:49:31 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-15 19:49:31 main:512] : INFO : Loading config [2022-02-15 19:49:31 main:514] : INFO : Loading state [2022-02-15 19:49:31 main:559] : INFO : Loading DataLoader into Memory [2022-02-15 19:49:31 main:562] : INFO : Starting Training [2022-02-15 19:49:36 main:574] : INFO : Epoch 1644 | loss: 0.0311664 | val_loss: 0.0311816 | Time: 4099.1 ms [2022-02-15 19:49:39 main:574] : INFO : Epoch 1645 | loss: 0.03113 | val_loss: 0.0311731 | Time: 3929.47 ms [2022-02-15 19:49:45 main:574] : INFO : Epoch 1646 | loss: 0.0311218 | val_loss: 0.0311736 | Time: 5051.11 ms [2022-02-15 19:49:50 main:574] : INFO : Epoch 1647 | loss: 0.0311191 | val_loss: 0.0311769 | Time: 5267.83 ms [2022-02-15 19:49:55 main:574] : INFO : Epoch 1648 | loss: 0.0311175 | val_loss: 0.0311662 | Time: 4950.22 ms [2022-02-15 19:50:00 main:574] : INFO : Epoch 1649 | loss: 0.0311181 | val_loss: 0.0311716 | Time: 5296.43 ms [2022-02-15 19:50:05 main:574] : INFO : Epoch 1650 | loss: 0.031118 | val_loss: 0.0311729 | Time: 5014.36 ms [2022-02-15 19:50:10 main:574] : INFO : Epoch 1651 | loss: 0.0311166 | val_loss: 0.0311692 | Time: 5135.03 ms [2022-02-15 19:50:16 main:574] : INFO : Epoch 1652 | loss: 0.031115 | val_loss: 0.0311658 | Time: 5319.08 ms [2022-02-15 19:50:21 main:574] : INFO : Epoch 1653 | loss: 0.0311141 | val_loss: 0.0311715 | Time: 5152.13 ms [2022-02-15 19:50:26 main:574] : INFO : Epoch 1654 | loss: 0.0311151 | val_loss: 0.0311741 | Time: 5340.82 ms [2022-02-15 19:50:31 main:574] : INFO : Epoch 1655 | loss: 0.0311145 | val_loss: 0.0311725 | Time: 5227.46 ms [2022-02-15 19:50:36 main:574] : INFO : Epoch 1656 | loss: 0.0311121 | val_loss: 0.0311743 | Time: 5022.14 ms [2022-02-15 19:50:42 main:574] : INFO : Epoch 1657 | loss: 0.0311098 | val_loss: 0.0311737 | Time: 5174.7 ms [2022-02-15 19:50:47 main:574] : INFO : Epoch 1658 | loss: 0.0311125 | val_loss: 0.0311773 | Time: 5203.4 ms [2022-02-15 19:50:52 main:574] : INFO : Epoch 1659 | loss: 0.0311123 | val_loss: 0.0311716 | Time: 5257.69 ms [2022-02-15 19:50:57 main:574] : INFO : Epoch 1660 | loss: 0.031115 | val_loss: 0.0311748 | Time: 5273.01 ms [2022-02-15 19:51:02 main:574] : INFO : Epoch 1661 | loss: 0.0311152 | val_loss: 0.0311698 | Time: 5113.86 ms [2022-02-15 19:51:08 main:574] : INFO : Epoch 1662 | loss: 0.0311123 | val_loss: 0.031174 | Time: 5109.36 ms [2022-02-15 19:51:13 main:574] : INFO : Epoch 1663 | loss: 0.0311108 | val_loss: 0.0311693 | Time: 5039.04 ms [2022-02-15 19:51:18 main:574] : INFO : Epoch 1664 | loss: 0.0311119 | val_loss: 0.0311738 | Time: 5309.31 ms [2022-02-15 19:51:23 main:574] : INFO : Epoch 1665 | loss: 0.0311103 | val_loss: 0.0311724 | Time: 5212.3 ms [2022-02-15 19:51:28 main:574] : INFO : Epoch 1666 | loss: 0.0311114 | val_loss: 0.0311666 | Time: 5032.98 ms [2022-02-15 19:51:34 main:574] : INFO : Epoch 1667 | loss: 0.0311094 | val_loss: 0.0311752 | Time: 5256.97 ms [2022-02-15 19:51:39 main:574] : INFO : Epoch 1668 | loss: 0.0311075 | val_loss: 0.0311727 | Time: 5096.61 ms [2022-02-15 19:51:44 main:574] : INFO : Epoch 1669 | loss: 0.0311092 | val_loss: 0.0311711 | Time: 5275.65 ms [2022-02-15 19:51:49 main:574] : INFO : Epoch 1670 | loss: 0.0311098 | val_loss: 0.0311703 | Time: 5206.31 ms [2022-02-15 19:51:54 main:574] : INFO : Epoch 1671 | loss: 0.0311092 | val_loss: 0.0311708 | Time: 5040.19 ms [2022-02-15 19:51:59 main:574] : INFO : Epoch 1672 | loss: 0.0311109 | val_loss: 0.03117 | Time: 5222.09 ms [2022-02-15 19:52:05 main:574] : INFO : Epoch 1673 | loss: 0.031111 | val_loss: 0.03117 | Time: 5299.84 ms [2022-02-15 19:52:10 main:574] : INFO : Epoch 1674 | loss: 0.0311136 | val_loss: 0.0311644 | Time: 5513.18 ms [2022-02-15 19:52:26 main:574] : INFO : Epoch 1675 | loss: 0.031128 | val_loss: 0.0311645 | Time: 15428 ms [2022-02-15 19:52:31 main:574] : INFO : Epoch 1676 | loss: 0.0311401 | val_loss: 0.0311631 | Time: 5123.47 ms [2022-02-15 19:52:36 main:574] : INFO : Epoch 1677 | loss: 0.0311383 | val_loss: 0.031159 | Time: 5182.62 ms [2022-02-15 19:52:41 main:574] : INFO : Epoch 1678 | loss: 0.031133 | val_loss: 0.0311613 | Time: 5202.97 ms [2022-02-15 19:52:46 main:574] : INFO : Epoch 1679 | loss: 0.0311333 | val_loss: 0.031163 | Time: 5124.76 ms [2022-02-15 19:52:52 main:574] : INFO : Epoch 1680 | loss: 0.0311286 | val_loss: 0.0311603 | Time: 5212.38 ms [2022-02-15 19:52:57 main:574] : INFO : Epoch 1681 | loss: 0.0311257 | val_loss: 0.0311589 | Time: 5145.69 ms [2022-02-15 19:53:02 main:574] : INFO : Epoch 1682 | loss: 0.0311289 | val_loss: 0.0311672 | Time: 5199.75 ms [2022-02-15 19:53:07 main:574] : INFO : Epoch 1683 | loss: 0.0311299 | val_loss: 0.0311619 | Time: 5227.49 ms [2022-02-15 19:53:12 main:574] : INFO : Epoch 1684 | loss: 0.0311262 | val_loss: 0.0311643 | Time: 5110.6 ms [2022-02-15 19:53:18 main:574] : INFO : Epoch 1685 | loss: 0.0311247 | val_loss: 0.0311648 | Time: 5258.93 ms [2022-02-15 19:53:23 main:574] : INFO : Epoch 1686 | loss: 0.0311229 | val_loss: 0.0311595 | Time: 5208.45 ms [2022-02-15 19:53:28 main:574] : INFO : Epoch 1687 | loss: 0.031122 | val_loss: 0.0311688 | Time: 5334.93 ms [2022-02-15 19:53:34 main:574] : INFO : Epoch 1688 | loss: 0.0311211 | val_loss: 0.0311623 | Time: 5341.35 ms [2022-02-15 19:53:49 main:574] : INFO : Epoch 1689 | loss: 0.0311201 | val_loss: 0.0311656 | Time: 15081 ms [2022-02-15 19:53:54 main:574] : INFO : Epoch 1690 | loss: 0.0311202 | val_loss: 0.0311648 | Time: 5238.4 ms [2022-02-15 19:53:59 main:574] : INFO : Epoch 1691 | loss: 0.031119 | val_loss: 0.0311674 | Time: 5294.38 ms [2022-02-15 19:54:04 main:574] : INFO : Epoch 1692 | loss: 0.0311179 | val_loss: 0.0311691 | Time: 5020.53 ms [2022-02-15 19:54:10 main:574] : INFO : Epoch 1693 | loss: 0.0311181 | val_loss: 0.0311678 | Time: 5258.73 ms [2022-02-15 19:54:15 main:574] : INFO : Epoch 1694 | loss: 0.0311151 | val_loss: 0.0311657 | Time: 5232.62 ms [2022-02-15 19:54:20 main:574] : INFO : Epoch 1695 | loss: 0.0311223 | val_loss: 0.0311721 | Time: 5102.31 ms [2022-02-15 19:54:25 main:574] : INFO : Epoch 1696 | loss: 0.0311248 | val_loss: 0.0311647 | Time: 5205.92 ms [2022-02-15 19:54:30 main:574] : INFO : Epoch 1697 | loss: 0.0311265 | val_loss: 0.0311679 | Time: 5127.95 ms [2022-02-15 19:54:36 main:574] : INFO : Epoch 1698 | loss: 0.0311225 | val_loss: 0.0311664 | Time: 5245.16 ms [2022-02-15 19:54:41 main:574] : INFO : Epoch 1699 | loss: 0.0311214 | val_loss: 0.0311669 | Time: 5197.21 ms [2022-02-15 19:54:46 main:574] : INFO : Epoch 1700 | loss: 0.0311202 | val_loss: 0.0311655 | Time: 5058.02 ms [2022-02-15 19:54:51 main:574] : INFO : Epoch 1701 | loss: 0.0311169 | val_loss: 0.0311671 | Time: 5445.44 ms [2022-02-15 19:55:06 main:574] : INFO : Epoch 1702 | loss: 0.0311154 | val_loss: 0.0311656 | Time: 15034.6 ms [2022-02-15 19:55:12 main:574] : INFO : Epoch 1703 | loss: 0.0311166 | val_loss: 0.0311685 | Time: 5294.97 ms [2022-02-15 19:55:16 main:574] : INFO : Epoch 1704 | loss: 0.0311176 | val_loss: 0.0311678 | Time: 4642.92 ms [2022-02-15 19:55:20 main:574] : INFO : Epoch 1705 | loss: 0.0311182 | val_loss: 0.031171 | Time: 3780.02 ms [2022-02-15 19:55:24 main:574] : INFO : Epoch 1706 | loss: 0.0311149 | val_loss: 0.0311643 | Time: 3798.67 ms [2022-02-15 19:55:28 main:574] : INFO : Epoch 1707 | loss: 0.0311142 | val_loss: 0.0311708 | Time: 3801.31 ms [2022-02-15 19:55:32 main:574] : INFO : Epoch 1708 | loss: 0.031115 | val_loss: 0.0311672 | Time: 3835.1 ms [2022-02-15 19:55:35 main:574] : INFO : Epoch 1709 | loss: 0.0311167 | val_loss: 0.0311663 | Time: 3834.09 ms [2022-02-15 19:55:39 main:574] : INFO : Epoch 1710 | loss: 0.0311186 | val_loss: 0.0311653 | Time: 3859.17 ms [2022-02-15 19:55:43 main:574] : INFO : Epoch 1711 | loss: 0.0311148 | val_loss: 0.0311658 | Time: 3854.2 ms [2022-02-15 19:55:47 main:574] : INFO : Epoch 1712 | loss: 0.0311131 | val_loss: 0.0311632 | Time: 3810.29 ms [2022-02-15 19:55:51 main:574] : INFO : Epoch 1713 | loss: 0.0311166 | val_loss: 0.0311665 | Time: 3862.95 ms [2022-02-15 19:55:55 main:574] : INFO : Epoch 1714 | loss: 0.031115 | val_loss: 0.0311668 | Time: 3806.98 ms [2022-02-15 19:55:58 main:574] : INFO : Epoch 1715 | loss: 0.0311149 | val_loss: 0.031172 | Time: 3865.97 ms [2022-02-15 19:56:02 main:574] : INFO : Epoch 1716 | loss: 0.0311135 | val_loss: 0.031167 | Time: 3867.11 ms [2022-02-15 19:56:06 main:574] : INFO : Epoch 1717 | loss: 0.0311138 | val_loss: 0.0311715 | Time: 3810.09 ms [2022-02-15 19:56:10 main:574] : INFO : Epoch 1718 | loss: 0.0311169 | val_loss: 0.0311679 | Time: 3750.36 ms [2022-02-15 19:56:14 main:574] : INFO : Epoch 1719 | loss: 0.0311142 | val_loss: 0.0311684 | Time: 3887.1 ms [2022-02-15 19:56:18 main:574] : INFO : Epoch 1720 | loss: 0.0311311 | val_loss: 0.0311609 | Time: 3859.62 ms [2022-02-15 19:56:22 main:574] : INFO : Epoch 1721 | loss: 0.0311326 | val_loss: 0.0311612 | Time: 3825.23 ms [2022-02-15 19:56:25 main:574] : INFO : Epoch 1722 | loss: 0.0311294 | val_loss: 0.0311608 | Time: 3843.11 ms [2022-02-15 19:56:29 main:574] : INFO : Epoch 1723 | loss: 0.0311282 | val_loss: 0.0311601 | Time: 3876.98 ms [2022-02-15 19:56:33 main:574] : INFO : Epoch 1724 | loss: 0.031125 | val_loss: 0.0311621 | Time: 3832.72 ms [2022-02-15 19:56:37 main:574] : INFO : Epoch 1725 | loss: 0.031123 | val_loss: 0.031162 | Time: 3861.65 ms [2022-02-15 19:56:41 main:574] : INFO : Epoch 1726 | loss: 0.0311212 | val_loss: 0.0311661 | Time: 3882.75 ms [2022-02-15 19:56:45 main:574] : INFO : Epoch 1727 | loss: 0.0311212 | val_loss: 0.0311686 | Time: 3814.42 ms [2022-02-15 19:56:49 main:574] : INFO : Epoch 1728 | loss: 0.0311188 | val_loss: 0.0311694 | Time: 3870.26 ms [2022-02-15 19:56:52 main:574] : INFO : Epoch 1729 | loss: 0.0311179 | val_loss: 0.0311639 | Time: 3862.13 ms [2022-02-15 19:56:56 main:574] : INFO : Epoch 1730 | loss: 0.0311163 | val_loss: 0.0311646 | Time: 3780.45 ms [2022-02-15 19:57:00 main:574] : INFO : Epoch 1731 | loss: 0.031119 | val_loss: 0.0311588 | Time: 3842.36 ms [2022-02-15 19:57:04 main:574] : INFO : Epoch 1732 | loss: 0.0311174 | val_loss: 0.0311608 | Time: 3854.28 ms [2022-02-15 19:57:08 main:574] : INFO : Epoch 1733 | loss: 0.031116 | val_loss: 0.0311676 | Time: 3818.43 ms [2022-02-15 19:57:12 main:574] : INFO : Epoch 1734 | loss: 0.0311161 | val_loss: 0.031164 | Time: 3801.42 ms [2022-02-15 19:57:15 main:574] : INFO : Epoch 1735 | loss: 0.0311159 | val_loss: 0.0311687 | Time: 3808.66 ms [2022-02-15 19:57:19 main:574] : INFO : Epoch 1736 | loss: 0.0311127 | val_loss: 0.0311702 | Time: 3774.88 ms [2022-02-15 19:57:23 main:574] : INFO : Epoch 1737 | loss: 0.0311119 | val_loss: 0.0311629 | Time: 3866.98 ms [2022-02-15 19:57:27 main:574] : INFO : Epoch 1738 | loss: 0.0311117 | val_loss: 0.0311636 | Time: 3867.1 ms [2022-02-15 19:57:31 main:574] : INFO : Epoch 1739 | loss: 0.0311116 | val_loss: 0.0311719 | Time: 3842.95 ms [2022-02-15 19:57:35 main:574] : INFO : Epoch 1740 | loss: 0.0311153 | val_loss: 0.0311712 | Time: 3877.18 ms [2022-02-15 19:57:39 main:574] : INFO : Epoch 1741 | loss: 0.0311305 | val_loss: 0.0311629 | Time: 3781.11 ms [2022-02-15 19:57:42 main:574] : INFO : Epoch 1742 | loss: 0.0311296 | val_loss: 0.0311692 | Time: 3832.45 ms [2022-02-15 19:57:46 main:574] : INFO : Epoch 1743 | loss: 0.0311256 | val_loss: 0.0311643 | Time: 3870.7 ms [2022-02-15 19:57:50 main:574] : INFO : Epoch 1744 | loss: 0.0311304 | val_loss: 0.0311609 | Time: 3849.88 ms [2022-02-15 19:57:54 main:574] : INFO : Epoch 1745 | loss: 0.0311234 | val_loss: 0.0311655 | Time: 3873.98 ms [2022-02-15 19:57:58 main:574] : INFO : Epoch 1746 | loss: 0.0311224 | val_loss: 0.0311672 | Time: 3881.73 ms [2022-02-15 19:58:02 main:574] : INFO : Epoch 1747 | loss: 0.0311232 | val_loss: 0.0311655 | Time: 3862.5 ms [2022-02-15 19:58:06 main:574] : INFO : Epoch 1748 | loss: 0.0311223 | val_loss: 0.0311588 | Time: 3770.75 ms [2022-02-15 19:58:09 main:574] : INFO : Epoch 1749 | loss: 0.0311196 | val_loss: 0.0311629 | Time: 3842.78 ms [2022-02-15 19:58:13 main:574] : INFO : Epoch 1750 | loss: 0.0311195 | val_loss: 0.031162 | Time: 3880.78 ms [2022-02-15 19:58:17 main:574] : INFO : Epoch 1751 | loss: 0.0311158 | val_loss: 0.031164 | Time: 3798.53 ms [2022-02-15 19:58:21 main:574] : INFO : Epoch 1752 | loss: 0.0311158 | val_loss: 0.0311743 | Time: 3795.61 ms [2022-02-15 19:58:25 main:574] : INFO : Epoch 1753 | loss: 0.0311156 | val_loss: 0.0311631 | Time: 3774.41 ms [2022-02-15 19:58:29 main:574] : INFO : Epoch 1754 | loss: 0.0311142 | val_loss: 0.0311649 | Time: 3854.41 ms [2022-02-15 19:58:32 main:574] : INFO : Epoch 1755 | loss: 0.0311142 | val_loss: 0.0311611 | Time: 3831.73 ms [2022-02-15 19:58:36 main:574] : INFO : Epoch 1756 | loss: 0.0311142 | val_loss: 0.0311658 | Time: 3812.44 ms [2022-02-15 19:58:40 main:574] : INFO : Epoch 1757 | loss: 0.0311165 | val_loss: 0.0311695 | Time: 3885.06 ms [2022-02-15 19:58:44 main:574] : INFO : Epoch 1758 | loss: 0.0311114 | val_loss: 0.0311655 | Time: 3826.61 ms [2022-02-15 19:58:48 main:574] : INFO : Epoch 1759 | loss: 0.0311116 | val_loss: 0.0311707 | Time: 3836.3 ms [2022-02-15 19:58:52 main:574] : INFO : Epoch 1760 | loss: 0.0311107 | val_loss: 0.0311662 | Time: 3791.33 ms [2022-02-15 19:58:55 main:574] : INFO : Epoch 1761 | loss: 0.0311103 | val_loss: 0.0311682 | Time: 3861.33 ms [2022-02-15 19:58:59 main:574] : INFO : Epoch 1762 | loss: 0.031108 | val_loss: 0.03117 | Time: 3837.26 ms [2022-02-15 19:59:03 main:574] : INFO : Epoch 1763 | loss: 0.0311091 | val_loss: 0.0311651 | Time: 3869.04 ms [2022-02-15 19:59:07 main:574] : INFO : Epoch 1764 | loss: 0.0311119 | val_loss: 0.0311634 | Time: 3880.68 ms [2022-02-15 19:59:11 main:574] : INFO : Epoch 1765 | loss: 0.0311104 | val_loss: 0.0311677 | Time: 3822.34 ms [2022-02-15 19:59:15 main:574] : INFO : Epoch 1766 | loss: 0.0311093 | val_loss: 0.0311679 | Time: 3861.17 ms [2022-02-15 19:59:19 main:574] : INFO : Epoch 1767 | loss: 0.0311096 | val_loss: 0.0311683 | Time: 3850.27 ms [2022-02-15 19:59:22 main:574] : INFO : Epoch 1768 | loss: 0.0311083 | val_loss: 0.0311749 | Time: 3842.89 ms [2022-02-15 19:59:26 main:574] : INFO : Epoch 1769 | loss: 0.0311087 | val_loss: 0.0311734 | Time: 3861.23 ms [2022-02-15 19:59:30 main:574] : INFO : Epoch 1770 | loss: 0.0311072 | val_loss: 0.0311734 | Time: 3819.43 ms [2022-02-15 19:59:34 main:574] : INFO : Epoch 1771 | loss: 0.0311071 | val_loss: 0.0311708 | Time: 3796.86 ms [2022-02-15 19:59:38 main:574] : INFO : Epoch 1772 | loss: 0.0311078 | val_loss: 0.031172 | Time: 3879.53 ms [2022-02-15 19:59:42 main:574] : INFO : Epoch 1773 | loss: 0.0311118 | val_loss: 0.0311715 | Time: 3850.18 ms [2022-02-15 19:59:46 main:574] : INFO : Epoch 1774 | loss: 0.0311154 | val_loss: 0.0311696 | Time: 3815.26 ms [2022-02-15 19:59:49 main:574] : INFO : Epoch 1775 | loss: 0.0311129 | val_loss: 0.0311702 | Time: 3774.11 ms [2022-02-15 19:59:53 main:574] : INFO : Epoch 1776 | loss: 0.0311102 | val_loss: 0.0311715 | Time: 3867.3 ms [2022-02-15 19:59:57 main:574] : INFO : Epoch 1777 | loss: 0.0311124 | val_loss: 0.0311688 | Time: 3790.94 ms [2022-02-15 20:00:01 main:574] : INFO : Epoch 1778 | loss: 0.0311167 | val_loss: 0.0311773 | Time: 3800.1 ms [2022-02-15 20:00:05 main:574] : INFO : Epoch 1779 | loss: 0.0311143 | val_loss: 0.031166 | Time: 3812.21 ms [2022-02-15 20:00:09 main:574] : INFO : Epoch 1780 | loss: 0.0311117 | val_loss: 0.0311705 | Time: 3853.46 ms [2022-02-15 20:00:12 main:574] : INFO : Epoch 1781 | loss: 0.0311121 | val_loss: 0.0311688 | Time: 3835.17 ms [2022-02-15 20:00:16 main:574] : INFO : Epoch 1782 | loss: 0.0311124 | val_loss: 0.0311738 | Time: 3891.05 ms [2022-02-15 20:00:20 main:574] : INFO : Epoch 1783 | loss: 0.0311131 | val_loss: 0.0311712 | Time: 3854.6 ms [2022-02-15 20:00:24 main:574] : INFO : Epoch 1784 | loss: 0.0311121 | val_loss: 0.0311658 | Time: 3844.16 ms [2022-02-15 20:00:28 main:574] : INFO : Epoch 1785 | loss: 0.0311139 | val_loss: 0.0311695 | Time: 3860.01 ms [2022-02-15 20:00:32 main:574] : INFO : Epoch 1786 | loss: 0.0311147 | val_loss: 0.0311685 | Time: 3785.96 ms [2022-02-15 20:00:36 main:574] : INFO : Epoch 1787 | loss: 0.0311131 | val_loss: 0.0311674 | Time: 3856.87 ms [2022-02-15 20:00:40 main:574] : INFO : Epoch 1788 | loss: 0.0311109 | val_loss: 0.0311689 | Time: 3910.75 ms [2022-02-15 20:00:43 main:574] : INFO : Epoch 1789 | loss: 0.0311092 | val_loss: 0.0311666 | Time: 3792.41 ms [2022-02-15 20:00:47 main:574] : INFO : Epoch 1790 | loss: 0.0311056 | val_loss: 0.0311734 | Time: 3762.78 ms [2022-02-15 20:00:51 main:574] : INFO : Epoch 1791 | loss: 0.031108 | val_loss: 0.0311684 | Time: 3848.43 ms [2022-02-15 20:00:55 main:574] : INFO : Epoch 1792 | loss: 0.0311102 | val_loss: 0.0311759 | Time: 3855.06 ms [2022-02-15 20:00:59 main:574] : INFO : Epoch 1793 | loss: 0.0311075 | val_loss: 0.0311677 | Time: 3771.26 ms [2022-02-15 20:01:02 main:574] : INFO : Epoch 1794 | loss: 0.0311065 | val_loss: 0.0311707 | Time: 3800.19 ms [2022-02-15 20:01:06 main:574] : INFO : Epoch 1795 | loss: 0.0311069 | val_loss: 0.0311664 | Time: 3809.76 ms [2022-02-15 20:01:10 main:574] : INFO : Epoch 1796 | loss: 0.0311065 | val_loss: 0.03117 | Time: 3825.71 ms [2022-02-15 20:01:14 main:574] : INFO : Epoch 1797 | loss: 0.0311073 | val_loss: 0.0311749 | Time: 3863.2 ms [2022-02-15 20:01:18 main:574] : INFO : Epoch 1798 | loss: 0.0311087 | val_loss: 0.0311729 | Time: 3883.83 ms [2022-02-15 20:01:22 main:574] : INFO : Epoch 1799 | loss: 0.0311112 | val_loss: 0.0311625 | Time: 3808.49 ms [2022-02-15 20:01:25 main:574] : INFO : Epoch 1800 | loss: 0.0311081 | val_loss: 0.0311735 | Time: 3850.31 ms [2022-02-15 20:01:29 main:574] : INFO : Epoch 1801 | loss: 0.0311113 | val_loss: 0.0311689 | Time: 3826.2 ms [2022-02-15 20:01:33 main:574] : INFO : Epoch 1802 | loss: 0.0311086 | val_loss: 0.0311697 | Time: 3874.28 ms [2022-02-15 20:01:37 main:574] : INFO : Epoch 1803 | loss: 0.0311078 | val_loss: 0.0311651 | Time: 3857.62 ms [2022-02-15 20:01:41 main:574] : INFO : Epoch 1804 | loss: 0.0311062 | val_loss: 0.0311748 | Time: 3853.12 ms [2022-02-15 20:01:45 main:574] : INFO : Epoch 1805 | loss: 0.0311049 | val_loss: 0.0311674 | Time: 3845.75 ms [2022-02-15 20:01:49 main:574] : INFO : Epoch 1806 | loss: 0.0311029 | val_loss: 0.0311696 | Time: 3797.31 ms [2022-02-15 20:01:52 main:574] : INFO : Epoch 1807 | loss: 0.0311182 | val_loss: 0.0311701 | Time: 3800.25 ms [2022-02-15 20:01:56 main:574] : INFO : Epoch 1808 | loss: 0.0311165 | val_loss: 0.0311652 | Time: 3851.7 ms [2022-02-15 20:02:00 main:574] : INFO : Epoch 1809 | loss: 0.0311169 | val_loss: 0.0311607 | Time: 3801.8 ms [2022-02-15 20:02:04 main:574] : INFO : Epoch 1810 | loss: 0.0311108 | val_loss: 0.0311769 | Time: 3841.57 ms [2022-02-15 20:02:08 main:574] : INFO : Epoch 1811 | loss: 0.0311142 | val_loss: 0.0311617 | Time: 3837.75 ms [2022-02-15 20:02:12 main:574] : INFO : Epoch 1812 | loss: 0.0311136 | val_loss: 0.0311677 | Time: 3855.27 ms [2022-02-15 20:02:15 main:574] : INFO : Epoch 1813 | loss: 0.0311096 | val_loss: 0.0311709 | Time: 3834.63 ms [2022-02-15 20:02:19 main:574] : INFO : Epoch 1814 | loss: 0.0311107 | val_loss: 0.0311662 | Time: 3815.01 ms [2022-02-15 20:02:23 main:574] : INFO : Epoch 1815 | loss: 0.0311064 | val_loss: 0.0311674 | Time: 3859.04 ms [2022-02-15 20:02:27 main:574] : INFO : Epoch 1816 | loss: 0.0311054 | val_loss: 0.0311759 | Time: 3823.97 ms [2022-02-15 20:02:31 main:574] : INFO : Epoch 1817 | loss: 0.031108 | val_loss: 0.0311685 | Time: 3835.72 ms [2022-02-15 20:02:35 main:574] : INFO : Epoch 1818 | loss: 0.031107 | val_loss: 0.031166 | Time: 3774.07 ms [2022-02-15 20:02:38 main:574] : INFO : Epoch 1819 | loss: 0.0311071 | val_loss: 0.0311669 | Time: 3838.48 ms [2022-02-15 20:02:42 main:574] : INFO : Epoch 1820 | loss: 0.0311095 | val_loss: 0.0311666 | Time: 3841.3 ms [2022-02-15 20:02:46 main:574] : INFO : Epoch 1821 | loss: 0.0311106 | val_loss: 0.0311663 | Time: 3855.21 ms [2022-02-15 20:02:50 main:574] : INFO : Epoch 1822 | loss: 0.0311103 | val_loss: 0.0311759 | Time: 3811.82 ms [2022-02-15 20:02:54 main:574] : INFO : Epoch 1823 | loss: 0.0311141 | val_loss: 0.0311699 | Time: 3869.46 ms [2022-02-15 20:02:58 main:574] : INFO : Epoch 1824 | loss: 0.0311109 | val_loss: 0.0311631 | Time: 3800.18 ms [2022-02-15 20:03:02 main:574] : INFO : Epoch 1825 | loss: 0.0311141 | val_loss: 0.0311764 | Time: 3841.37 ms [2022-02-15 20:03:06 main:574] : INFO : Epoch 1826 | loss: 0.031578 | val_loss: 0.0337639 | Time: 3956.08 ms [2022-02-15 20:03:09 main:574] : INFO : Epoch 1827 | loss: 0.0345446 | val_loss: 0.0316405 | Time: 3858.43 ms [2022-02-15 20:03:13 main:574] : INFO : Epoch 1828 | loss: 0.0314975 | val_loss: 0.0313584 | Time: 3787.82 ms [2022-02-15 20:03:17 main:574] : INFO : Epoch 1829 | loss: 0.0312798 | val_loss: 0.0312466 | Time: 3764.77 ms [2022-02-15 20:03:21 main:574] : INFO : Epoch 1830 | loss: 0.0312217 | val_loss: 0.0312034 | Time: 3871.61 ms [2022-02-15 20:03:25 main:574] : INFO : Epoch 1831 | loss: 0.0311948 | val_loss: 0.0311873 | Time: 3872.73 ms [2022-02-15 20:03:29 main:574] : INFO : Epoch 1832 | loss: 0.0311817 | val_loss: 0.0311807 | Time: 3796.21 ms [2022-02-15 20:03:32 main:574] : INFO : Epoch 1833 | loss: 0.031172 | val_loss: 0.0311751 | Time: 3791.14 ms [2022-02-15 20:03:36 main:574] : INFO : Epoch 1834 | loss: 0.0311617 | val_loss: 0.0311736 | Time: 3823.9 ms [2022-02-15 20:03:40 main:574] : INFO : Epoch 1835 | loss: 0.0311473 | val_loss: 0.0311714 | Time: 3827.31 ms [2022-02-15 20:03:44 main:574] : INFO : Epoch 1836 | loss: 0.0311362 | val_loss: 0.0311699 | Time: 3884.74 ms [2022-02-15 20:03:48 main:574] : INFO : Epoch 1837 | loss: 0.0311305 | val_loss: 0.0311673 | Time: 3858.69 ms [2022-02-15 20:03:52 main:574] : INFO : Epoch 1838 | loss: 0.0311251 | val_loss: 0.0311694 | Time: 3785.02 ms [2022-02-15 20:03:55 main:574] : INFO : Epoch 1839 | loss: 0.031122 | val_loss: 0.0311661 | Time: 3846.15 ms [2022-02-15 20:03:59 main:574] : INFO : Epoch 1840 | loss: 0.0311187 | val_loss: 0.0311679 | Time: 3909.66 ms [2022-02-15 20:04:03 main:574] : INFO : Epoch 1841 | loss: 0.0311159 | val_loss: 0.0311689 | Time: 3841.21 ms [2022-02-15 20:04:07 main:574] : INFO : Epoch 1842 | loss: 0.0311132 | val_loss: 0.0311681 | Time: 3783.31 ms [2022-02-15 20:04:11 main:574] : INFO : Epoch 1843 | loss: 0.031113 | val_loss: 0.0311638 | Time: 3833.78 ms [2022-02-15 20:04:15 main:574] : INFO : Epoch 1844 | loss: 0.0311129 | val_loss: 0.0311696 | Time: 3855.57 ms [2022-02-15 20:04:19 main:574] : INFO : Epoch 1845 | loss: 0.0311141 | val_loss: 0.0311692 | Time: 3844.33 ms [2022-02-15 20:04:22 main:574] : INFO : Epoch 1846 | loss: 0.031114 | val_loss: 0.0311673 | Time: 3795.49 ms [2022-02-15 20:04:26 main:574] : INFO : Epoch 1847 | loss: 0.0311117 | val_loss: 0.0311676 | Time: 3819.13 ms [2022-02-15 20:04:30 main:574] : INFO : Epoch 1848 | loss: 0.0311101 | val_loss: 0.0311661 | Time: 3921.46 ms [2022-02-15 20:04:34 main:574] : INFO : Epoch 1849 | loss: 0.0311102 | val_loss: 0.0311623 | Time: 3846.4 ms [2022-02-15 20:04:38 main:574] : INFO : Epoch 1850 | loss: 0.0311111 | val_loss: 0.031171 | Time: 3913.12 ms [2022-02-15 20:04:42 main:574] : INFO : Epoch 1851 | loss: 0.0311091 | val_loss: 0.0311719 | Time: 3834.42 ms [2022-02-15 20:04:46 main:574] : INFO : Epoch 1852 | loss: 0.0311095 | val_loss: 0.0311655 | Time: 3841.33 ms [2022-02-15 20:04:49 main:574] : INFO : Epoch 1853 | loss: 0.031109 | val_loss: 0.0311718 | Time: 3809.99 ms [2022-02-15 20:04:53 main:574] : INFO : Epoch 1854 | loss: 0.0311111 | val_loss: 0.0311639 | Time: 3807.11 ms [2022-02-15 20:04:57 main:574] : INFO : Epoch 1855 | loss: 0.0311098 | val_loss: 0.0311733 | Time: 3864.12 ms [2022-02-15 20:05:01 main:574] : INFO : Epoch 1856 | loss: 0.0311085 | val_loss: 0.0311691 | Time: 3879.29 ms [2022-02-15 20:05:05 main:574] : INFO : Epoch 1857 | loss: 0.0311079 | val_loss: 0.0311719 | Time: 3846.72 ms [2022-02-15 20:05:09 main:574] : INFO : Epoch 1858 | loss: 0.0311089 | val_loss: 0.0311689 | Time: 3809.66 ms [2022-02-15 20:05:12 main:574] : INFO : Epoch 1859 | loss: 0.0311122 | val_loss: 0.0311674 | Time: 3778 ms [2022-02-15 20:05:16 main:574] : INFO : Epoch 1860 | loss: 0.0311119 | val_loss: 0.0311745 | Time: 3841.57 ms [2022-02-15 20:05:20 main:574] : INFO : Epoch 1861 | loss: 0.0311132 | val_loss: 0.0311736 | Time: 3852.67 ms [2022-02-15 20:05:24 main:574] : INFO : Epoch 1862 | loss: 0.0311125 | val_loss: 0.0311699 | Time: 3864.4 ms [2022-02-15 20:05:28 main:574] : INFO : Epoch 1863 | loss: 0.0311102 | val_loss: 0.0311682 | Time: 3819 ms [2022-02-15 20:05:32 main:574] : INFO : Epoch 1864 | loss: 0.0311078 | val_loss: 0.0311724 | Time: 3897.37 ms [2022-02-15 20:05:36 main:574] : INFO : Epoch 1865 | loss: 0.0311086 | val_loss: 0.0311708 | Time: 3854.36 ms [2022-02-15 20:05:40 main:574] : INFO : Epoch 1866 | loss: 0.0311085 | val_loss: 0.0311689 | Time: 3842.43 ms [2022-02-15 20:05:43 main:574] : INFO : Epoch 1867 | loss: 0.0311062 | val_loss: 0.0311716 | Time: 3883.9 ms [2022-02-15 20:05:47 main:574] : INFO : Epoch 1868 | loss: 0.0311074 | val_loss: 0.0311723 | Time: 3800.26 ms [2022-02-15 20:05:51 main:574] : INFO : Epoch 1869 | loss: 0.0311085 | val_loss: 0.0311694 | Time: 3883.26 ms [2022-02-15 20:05:55 main:574] : INFO : Epoch 1870 | loss: 0.0311078 | val_loss: 0.0311722 | Time: 3811.56 ms [2022-02-15 20:05:59 main:574] : INFO : Epoch 1871 | loss: 0.0311067 | val_loss: 0.0311731 | Time: 3889.39 ms [2022-02-15 20:06:03 main:574] : INFO : Epoch 1872 | loss: 0.0311083 | val_loss: 0.0311686 | Time: 3812.31 ms [2022-02-15 20:06:06 main:574] : INFO : Epoch 1873 | loss: 0.0311086 | val_loss: 0.0311706 | Time: 3840.8 ms [2022-02-15 20:06:10 main:574] : INFO : Epoch 1874 | loss: 0.03111 | val_loss: 0.0311701 | Time: 3821.19 ms [2022-02-15 20:06:14 main:574] : INFO : Epoch 1875 | loss: 0.0311117 | val_loss: 0.0311717 | Time: 3866.72 ms [2022-02-15 20:06:18 main:574] : INFO : Epoch 1876 | loss: 0.0311105 | val_loss: 0.0311658 | Time: 3814.73 ms [2022-02-15 20:06:22 main:574] : INFO : Epoch 1877 | loss: 0.0311098 | val_loss: 0.031171 | Time: 3858.75 ms [2022-02-15 20:06:26 main:574] : INFO : Epoch 1878 | loss: 0.0311095 | val_loss: 0.0311674 | Time: 3823.38 ms [2022-02-15 20:06:30 main:574] : INFO : Epoch 1879 | loss: 0.0311106 | val_loss: 0.031172 | Time: 3905.75 ms [2022-02-15 20:06:34 main:574] : INFO : Epoch 1880 | loss: 0.0311077 | val_loss: 0.0311671 | Time: 3841.17 ms [2022-02-15 20:06:37 main:574] : INFO : Epoch 1881 | loss: 0.0311084 | val_loss: 0.0311624 | Time: 3816.3 ms [2022-02-15 20:06:41 main:574] : INFO : Epoch 1882 | loss: 0.031111 | val_loss: 0.0311642 | Time: 3925.6 ms [2022-02-15 20:06:45 main:574] : INFO : Epoch 1883 | loss: 0.03111 | val_loss: 0.0311689 | Time: 3782.74 ms [2022-02-15 20:06:49 main:574] : INFO : Epoch 1884 | loss: 0.0311081 | val_loss: 0.0311694 | Time: 3800.01 ms [2022-02-15 20:06:53 main:574] : INFO : Epoch 1885 | loss: 0.0311083 | val_loss: 0.0311705 | Time: 3797.07 ms [2022-02-15 20:06:57 main:574] : INFO : Epoch 1886 | loss: 0.0311134 | val_loss: 0.031167 | Time: 3894.35 ms [2022-02-15 20:07:00 main:574] : INFO : Epoch 1887 | loss: 0.0311138 | val_loss: 0.0311657 | Time: 3839.61 ms [2022-02-15 20:07:04 main:574] : INFO : Epoch 1888 | loss: 0.0311121 | val_loss: 0.0311656 | Time: 3786.61 ms [2022-02-15 20:07:08 main:574] : INFO : Epoch 1889 | loss: 0.0311104 | val_loss: 0.0311682 | Time: 3904.29 ms [2022-02-15 20:07:12 main:574] : INFO : Epoch 1890 | loss: 0.0311129 | val_loss: 0.0311707 | Time: 3920.72 ms [2022-02-15 20:07:16 main:574] : INFO : Epoch 1891 | loss: 0.0311164 | val_loss: 0.0311632 | Time: 3784.8 ms [2022-02-15 20:07:20 main:574] : INFO : Epoch 1892 | loss: 0.0311151 | val_loss: 0.0311672 | Time: 3809.59 ms [2022-02-15 20:07:24 main:574] : INFO : Epoch 1893 | loss: 0.0311129 | val_loss: 0.0311683 | Time: 3855.05 ms [2022-02-15 20:07:27 main:574] : INFO : Epoch 1894 | loss: 0.031112 | val_loss: 0.0311655 | Time: 3846.47 ms [2022-02-15 20:07:31 main:574] : INFO : Epoch 1895 | loss: 0.0311085 | val_loss: 0.0311761 | Time: 3886.22 ms [2022-02-15 20:07:35 main:574] : INFO : Epoch 1896 | loss: 0.0311084 | val_loss: 0.0311669 | Time: 3900.57 ms [2022-02-15 20:07:39 main:574] : INFO : Epoch 1897 | loss: 0.031109 | val_loss: 0.0311656 | Time: 3889.52 ms [2022-02-15 20:07:43 main:574] : INFO : Epoch 1898 | loss: 0.03111 | val_loss: 0.0311631 | Time: 3814.17 ms [2022-02-15 20:07:47 main:574] : INFO : Epoch 1899 | loss: 0.0311092 | val_loss: 0.0311736 | Time: 3847.26 ms [2022-02-15 20:07:51 main:574] : INFO : Epoch 1900 | loss: 0.0311084 | val_loss: 0.0311729 | Time: 3901.11 ms [2022-02-15 20:07:55 main:574] : INFO : Epoch 1901 | loss: 0.0311073 | val_loss: 0.0311708 | Time: 3835.16 ms [2022-02-15 20:07:59 main:574] : INFO : Epoch 1902 | loss: 0.0311048 | val_loss: 0.0311722 | Time: 3933.41 ms [2022-02-15 20:08:02 main:574] : INFO : Epoch 1903 | loss: 0.031105 | val_loss: 0.0311692 | Time: 3821.21 ms [2022-02-15 20:08:06 main:574] : INFO : Epoch 1904 | loss: 0.0311066 | val_loss: 0.0311764 | Time: 3838.93 ms [2022-02-15 20:08:10 main:574] : INFO : Epoch 1905 | loss: 0.0311073 | val_loss: 0.031179 | Time: 3775.83 ms [2022-02-15 20:08:14 main:574] : INFO : Epoch 1906 | loss: 0.0311038 | val_loss: 0.0311804 | Time: 3866.26 ms [2022-02-15 20:08:18 main:574] : INFO : Epoch 1907 | loss: 0.0311045 | val_loss: 0.0311771 | Time: 3838.63 ms [2022-02-15 20:08:22 main:574] : INFO : Epoch 1908 | loss: 0.0311053 | val_loss: 0.0311742 | Time: 3845.62 ms [2022-02-15 20:08:25 main:574] : INFO : Epoch 1909 | loss: 0.0311031 | val_loss: 0.0311741 | Time: 3807.29 ms [2022-02-15 20:08:29 main:574] : INFO : Epoch 1910 | loss: 0.0311039 | val_loss: 0.031178 | Time: 3822.11 ms [2022-02-15 20:08:33 main:574] : INFO : Epoch 1911 | loss: 0.0311058 | val_loss: 0.0311744 | Time: 3909.37 ms [2022-02-15 20:08:37 main:574] : INFO : Epoch 1912 | loss: 0.0311038 | val_loss: 0.0311767 | Time: 3801.57 ms [2022-02-15 20:08:41 main:574] : INFO : Epoch 1913 | loss: 0.0311046 | val_loss: 0.0311723 | Time: 3810.9 ms [2022-02-15 20:08:45 main:574] : INFO : Epoch 1914 | loss: 0.0311084 | val_loss: 0.0311718 | Time: 3791.09 ms [2022-02-15 20:08:48 main:574] : INFO : Epoch 1915 | loss: 0.0311146 | val_loss: 0.0311712 | Time: 3759.65 ms [2022-02-15 20:08:52 main:574] : INFO : Epoch 1916 | loss: 0.0311113 | val_loss: 0.0311797 | Time: 3791.72 ms [2022-02-15 20:08:56 main:574] : INFO : Epoch 1917 | loss: 0.0311082 | val_loss: 0.0311723 | Time: 3864.63 ms [2022-02-15 20:09:00 main:574] : INFO : Epoch 1918 | loss: 0.0311043 | val_loss: 0.0311738 | Time: 3884.63 ms [2022-02-15 20:09:04 main:574] : INFO : Epoch 1919 | loss: 0.0311045 | val_loss: 0.0311768 | Time: 3809.73 ms [2022-02-15 20:09:08 main:574] : INFO : Epoch 1920 | loss: 0.0311095 | val_loss: 0.0311733 | Time: 3787.87 ms [2022-02-15 20:09:11 main:574] : INFO : Epoch 1921 | loss: 0.0311112 | val_loss: 0.0311816 | Time: 3779.04 ms [2022-02-15 20:09:15 main:574] : INFO : Epoch 1922 | loss: 0.0311099 | val_loss: 0.031168 | Time: 3853.74 ms [2022-02-15 20:09:19 main:574] : INFO : Epoch 1923 | loss: 0.0311078 | val_loss: 0.0311721 | Time: 3807.2 ms [2022-02-15 20:09:23 main:574] : INFO : Epoch 1924 | loss: 0.0311047 | val_loss: 0.0311701 | Time: 3836.57 ms [2022-02-15 20:09:27 main:574] : INFO : Epoch 1925 | loss: 0.0311038 | val_loss: 0.0311733 | Time: 3860.04 ms [2022-02-15 20:09:31 main:574] : INFO : Epoch 1926 | loss: 0.031104 | val_loss: 0.031173 | Time: 3826.35 ms [2022-02-15 20:09:34 main:574] : INFO : Epoch 1927 | loss: 0.031102 | val_loss: 0.0311724 | Time: 3787.88 ms [2022-02-15 20:09:38 main:574] : INFO : Epoch 1928 | loss: 0.0311019 | val_loss: 0.0311737 | Time: 3816.28 ms [2022-02-15 20:09:42 main:574] : INFO : Epoch 1929 | loss: 0.0311022 | val_loss: 0.031177 | Time: 3803.82 ms [2022-02-15 20:09:46 main:574] : INFO : Epoch 1930 | loss: 0.0311005 | val_loss: 0.0311793 | Time: 3840.15 ms [2022-02-15 20:09:50 main:574] : INFO : Epoch 1931 | loss: 0.0311019 | val_loss: 0.0311782 | Time: 3781.74 ms [2022-02-15 20:09:54 main:574] : INFO : Epoch 1932 | loss: 0.0311014 | val_loss: 0.0311755 | Time: 3802.27 ms [2022-02-15 20:09:57 main:574] : INFO : Epoch 1933 | loss: 0.031109 | val_loss: 0.0311736 | Time: 3852.58 ms [2022-02-15 20:10:01 main:574] : INFO : Epoch 1934 | loss: 0.0311082 | val_loss: 0.0311718 | Time: 3911.13 ms [2022-02-15 20:10:16 main:574] : INFO : Epoch 1935 | loss: 0.0311054 | val_loss: 0.0311797 | Time: 14211.6 ms [2022-02-15 20:10:19 main:574] : INFO : Epoch 1936 | loss: 0.0311052 | val_loss: 0.0311727 | Time: 3946.19 ms [2022-02-15 20:10:23 main:574] : INFO : Epoch 1937 | loss: 0.031101 | val_loss: 0.0311762 | Time: 3873.6 ms [2022-02-15 20:10:27 main:574] : INFO : Epoch 1938 | loss: 0.031102 | val_loss: 0.0311678 | Time: 3845.94 ms [2022-02-15 20:10:31 main:574] : INFO : Epoch 1939 | loss: 0.0311004 | val_loss: 0.0311702 | Time: 3863.04 ms [2022-02-15 20:10:35 main:574] : INFO : Epoch 1940 | loss: 0.0310998 | val_loss: 0.0311732 | Time: 3901.86 ms [2022-02-15 20:10:39 main:574] : INFO : Epoch 1941 | loss: 0.031103 | val_loss: 0.031164 | Time: 3780.03 ms [2022-02-15 20:10:43 main:574] : INFO : Epoch 1942 | loss: 0.0311077 | val_loss: 0.0311736 | Time: 3887.85 ms [2022-02-15 20:10:47 main:574] : INFO : Epoch 1943 | loss: 0.0311089 | val_loss: 0.0311701 | Time: 3844.77 ms [2022-02-15 20:10:50 main:574] : INFO : Epoch 1944 | loss: 0.0311076 | val_loss: 0.0311689 | Time: 3847.78 ms [2022-02-15 20:10:54 main:574] : INFO : Epoch 1945 | loss: 0.0311041 | val_loss: 0.0311726 | Time: 3929.61 ms [2022-02-15 20:10:58 main:574] : INFO : Epoch 1946 | loss: 0.0311046 | val_loss: 0.031175 | Time: 3829.42 ms [2022-02-15 20:11:02 main:574] : INFO : Epoch 1947 | loss: 0.0311069 | val_loss: 0.0311716 | Time: 3867.91 ms [2022-02-15 20:11:06 main:574] : INFO : Epoch 1948 | loss: 0.0311073 | val_loss: 0.0311708 | Time: 3861.93 ms [2022-02-15 20:11:10 main:574] : INFO : Epoch 1949 | loss: 0.0311083 | val_loss: 0.0311682 | Time: 3865.57 ms [2022-02-15 20:11:14 main:574] : INFO : Epoch 1950 | loss: 0.0311083 | val_loss: 0.0311725 | Time: 3820.58 ms [2022-02-15 20:11:17 main:574] : INFO : Epoch 1951 | loss: 0.0311083 | val_loss: 0.0311685 | Time: 3803.2 ms [2022-02-15 20:11:21 main:574] : INFO : Epoch 1952 | loss: 0.0311054 | val_loss: 0.0311735 | Time: 3828.65 ms [2022-02-15 20:11:25 main:574] : INFO : Epoch 1953 | loss: 0.0311072 | val_loss: 0.0311691 | Time: 3809.09 ms [2022-02-15 20:11:29 main:574] : INFO : Epoch 1954 | loss: 0.0311045 | val_loss: 0.031169 | Time: 3852.27 ms [2022-02-15 20:11:33 main:574] : INFO : Epoch 1955 | loss: 0.0311017 | val_loss: 0.0311664 | Time: 3916.91 ms [2022-02-15 20:11:37 main:574] : INFO : Epoch 1956 | loss: 0.031105 | val_loss: 0.0311664 | Time: 3910.13 ms [2022-02-15 20:11:41 main:574] : INFO : Epoch 1957 | loss: 0.0311022 | val_loss: 0.0311706 | Time: 3875.05 ms [2022-02-15 20:11:45 main:574] : INFO : Epoch 1958 | loss: 0.0311038 | val_loss: 0.0311731 | Time: 3822.78 ms [2022-02-15 20:11:48 main:574] : INFO : Epoch 1959 | loss: 0.0311017 | val_loss: 0.0311741 | Time: 3835.98 ms [2022-02-15 20:11:52 main:574] : INFO : Epoch 1960 | loss: 0.0311019 | val_loss: 0.0311698 | Time: 3869.19 ms [2022-02-15 20:11:56 main:574] : INFO : Epoch 1961 | loss: 0.031102 | val_loss: 0.0311733 | Time: 3894.53 ms [2022-02-15 20:12:00 main:574] : INFO : Epoch 1962 | loss: 0.0311012 | val_loss: 0.0311754 | Time: 4331.59 ms [2022-02-15 20:12:06 main:574] : INFO : Epoch 1963 | loss: 0.0310989 | val_loss: 0.0311736 | Time: 5249.54 ms [2022-02-15 20:12:11 main:574] : INFO : Epoch 1964 | loss: 0.0311039 | val_loss: 0.0311691 | Time: 5731.16 ms [2022-02-15 20:12:27 main:574] : INFO : Epoch 1965 | loss: 0.0311064 | val_loss: 0.0311684 | Time: 15401.2 ms [2022-02-15 20:12:32 main:574] : INFO : Epoch 1966 | loss: 0.0311053 | val_loss: 0.0311733 | Time: 5127.57 ms [2022-02-15 20:12:37 main:574] : INFO : Epoch 1967 | loss: 0.0311036 | val_loss: 0.0311721 | Time: 5226.42 ms [2022-02-15 20:12:42 main:574] : INFO : Epoch 1968 | loss: 0.0311041 | val_loss: 0.0311757 | Time: 5129.65 ms [2022-02-15 20:12:48 main:574] : INFO : Epoch 1969 | loss: 0.0311014 | val_loss: 0.0311691 | Time: 5282.93 ms [2022-02-15 20:12:53 main:574] : INFO : Epoch 1970 | loss: 0.0311006 | val_loss: 0.0311824 | Time: 5279.95 ms [2022-02-15 20:12:58 main:574] : INFO : Epoch 1971 | loss: 0.0310991 | val_loss: 0.0311772 | Time: 5112.19 ms [2022-02-15 20:13:04 main:574] : INFO : Epoch 1972 | loss: 0.031099 | val_loss: 0.0311685 | Time: 5268.5 ms [2022-02-15 20:13:09 main:574] : INFO : Epoch 1973 | loss: 0.0310982 | val_loss: 0.031174 | Time: 5135.77 ms [2022-02-15 20:13:14 main:574] : INFO : Epoch 1974 | loss: 0.0310998 | val_loss: 0.0311681 | Time: 5285.55 ms [2022-02-15 20:13:19 main:574] : INFO : Epoch 1975 | loss: 0.0310962 | val_loss: 0.0311802 | Time: 5323.92 ms [2022-02-15 20:13:25 main:574] : INFO : Epoch 1976 | loss: 0.0310983 | val_loss: 0.0311715 | Time: 5172.86 ms [2022-02-15 20:13:30 main:574] : INFO : Epoch 1977 | loss: 0.0311045 | val_loss: 0.0311782 | Time: 5340.92 ms [2022-02-15 20:13:35 main:574] : INFO : Epoch 1978 | loss: 0.0311011 | val_loss: 0.0311725 | Time: 5227.95 ms [2022-02-15 20:13:40 main:574] : INFO : Epoch 1979 | loss: 0.0311008 | val_loss: 0.0311711 | Time: 5068.18 ms [2022-02-15 20:13:45 main:574] : INFO : Epoch 1980 | loss: 0.0311034 | val_loss: 0.0311777 | Time: 5243.49 ms [2022-02-15 20:13:51 main:574] : INFO : Epoch 1981 | loss: 0.031104 | val_loss: 0.0311797 | Time: 5078.41 ms [2022-02-15 20:13:56 main:574] : INFO : Epoch 1982 | loss: 0.0311082 | val_loss: 0.0311707 | Time: 5262.33 ms [2022-02-15 20:14:01 main:574] : INFO : Epoch 1983 | loss: 0.0311061 | val_loss: 0.0311684 | Time: 5439.27 ms [2022-02-15 20:14:06 main:574] : INFO : Epoch 1984 | loss: 0.0311038 | val_loss: 0.0311732 | Time: 4992.66 ms [2022-02-15 20:14:12 main:574] : INFO : Epoch 1985 | loss: 0.0311029 | val_loss: 0.0311803 | Time: 5364.76 ms [2022-02-15 20:14:17 main:574] : INFO : Epoch 1986 | loss: 0.0311011 | val_loss: 0.031182 | Time: 4971.5 ms [2022-02-15 20:14:22 main:574] : INFO : Epoch 1987 | loss: 0.0310979 | val_loss: 0.0311718 | Time: 5169.23 ms [2022-02-15 20:14:27 main:574] : INFO : Epoch 1988 | loss: 0.0311006 | val_loss: 0.0311792 | Time: 5331.68 ms [2022-02-15 20:14:32 main:574] : INFO : Epoch 1989 | loss: 0.0310985 | val_loss: 0.0311769 | Time: 5010.71 ms [2022-02-15 20:14:38 main:574] : INFO : Epoch 1990 | loss: 0.0310993 | val_loss: 0.0311713 | Time: 5288.41 ms [2022-02-15 20:14:43 main:574] : INFO : Epoch 1991 | loss: 0.031104 | val_loss: 0.0311701 | Time: 5317.7 ms [2022-02-15 20:14:48 main:574] : INFO : Epoch 1992 | loss: 0.031109 | val_loss: 0.0311687 | Time: 5151.45 ms [2022-02-15 20:14:53 main:574] : INFO : Epoch 1993 | loss: 0.0311028 | val_loss: 0.0311779 | Time: 5259.27 ms [2022-02-15 20:14:58 main:574] : INFO : Epoch 1994 | loss: 0.0311008 | val_loss: 0.0311692 | Time: 5155.38 ms [2022-02-15 20:15:04 main:574] : INFO : Epoch 1995 | loss: 0.0311002 | val_loss: 0.0311705 | Time: 5194.09 ms [2022-02-15 20:15:09 main:574] : INFO : Epoch 1996 | loss: 0.0311006 | val_loss: 0.0311701 | Time: 5250.71 ms [2022-02-15 20:15:14 main:574] : INFO : Epoch 1997 | loss: 0.0311024 | val_loss: 0.0311688 | Time: 5129.42 ms [2022-02-15 20:15:19 main:574] : INFO : Epoch 1998 | loss: 0.031103 | val_loss: 0.0311801 | Time: 5177.35 ms [2022-02-15 20:15:24 main:574] : INFO : Epoch 1999 | loss: 0.0311075 | val_loss: 0.0311753 | Time: 5164.93 ms [2022-02-15 20:15:30 main:574] : INFO : Epoch 2000 | loss: 0.0311107 | val_loss: 0.0311742 | Time: 5243.91 ms [2022-02-15 20:15:35 main:574] : INFO : Epoch 2001 | loss: 0.0311075 | val_loss: 0.0311667 | Time: 5342.01 ms [2022-02-15 20:15:40 main:574] : INFO : Epoch 2002 | loss: 0.0311059 | val_loss: 0.0311696 | Time: 5002.26 ms [2022-02-15 20:15:45 main:574] : INFO : Epoch 2003 | loss: 0.0311081 | val_loss: 0.0311708 | Time: 5265.2 ms [2022-02-15 20:15:51 main:574] : INFO : Epoch 2004 | loss: 0.0311063 | val_loss: 0.0311669 | Time: 5317.34 ms [2022-02-15 20:15:56 main:574] : INFO : Epoch 2005 | loss: 0.0311108 | val_loss: 0.0311807 | Time: 5079.22 ms [2022-02-15 20:16:01 main:574] : INFO : Epoch 2006 | loss: 0.0311118 | val_loss: 0.0311742 | Time: 5331.18 ms [2022-02-15 20:16:06 main:574] : INFO : Epoch 2007 | loss: 0.0311195 | val_loss: 0.0311769 | Time: 5188.28 ms [2022-02-15 20:16:12 main:574] : INFO : Epoch 2008 | loss: 0.0311179 | val_loss: 0.0311736 | Time: 5218.4 ms [2022-02-15 20:16:17 main:574] : INFO : Epoch 2009 | loss: 0.0311202 | val_loss: 0.031168 | Time: 5369.74 ms [2022-02-15 20:16:22 main:574] : INFO : Epoch 2010 | loss: 0.0311161 | val_loss: 0.0311709 | Time: 5062.95 ms [2022-02-15 20:16:27 main:574] : INFO : Epoch 2011 | loss: 0.0311149 | val_loss: 0.0311747 | Time: 5246.38 ms [2022-02-15 20:16:32 main:574] : INFO : Epoch 2012 | loss: 0.0311153 | val_loss: 0.0311747 | Time: 5139.71 ms [2022-02-15 20:16:38 main:574] : INFO : Epoch 2013 | loss: 0.031117 | val_loss: 0.0311728 | Time: 5079.13 ms [2022-02-15 20:16:43 main:574] : INFO : Epoch 2014 | loss: 0.0311175 | val_loss: 0.031175 | Time: 5353.34 ms [2022-02-15 20:16:48 main:574] : INFO : Epoch 2015 | loss: 0.0311142 | val_loss: 0.0311673 | Time: 5230.56 ms [2022-02-15 20:16:53 main:574] : INFO : Epoch 2016 | loss: 0.031112 | val_loss: 0.0311693 | Time: 5195.83 ms [2022-02-15 20:16:59 main:574] : INFO : Epoch 2017 | loss: 0.0311149 | val_loss: 0.0311763 | Time: 5288.52 ms [2022-02-15 20:17:04 main:574] : INFO : Epoch 2018 | loss: 0.0311109 | val_loss: 0.0311714 | Time: 5238.52 ms [2022-02-15 20:17:09 main:574] : INFO : Epoch 2019 | loss: 0.0311072 | val_loss: 0.0311781 | Time: 5334.43 ms [2022-02-15 20:17:14 main:574] : INFO : Epoch 2020 | loss: 0.0311082 | val_loss: 0.0311747 | Time: 5056.43 ms [2022-02-15 20:17:20 main:574] : INFO : Epoch 2021 | loss: 0.0311084 | val_loss: 0.0311754 | Time: 5314.96 ms [2022-02-15 20:17:25 main:574] : INFO : Epoch 2022 | loss: 0.0311081 | val_loss: 0.0311882 | Time: 5223.78 ms [2022-02-15 20:17:30 main:574] : INFO : Epoch 2023 | loss: 0.0311062 | val_loss: 0.031189 | Time: 5044.01 ms [2022-02-15 20:17:35 main:574] : INFO : Epoch 2024 | loss: 0.0311044 | val_loss: 0.0311753 | Time: 5259.17 ms [2022-02-15 20:17:40 main:574] : INFO : Epoch 2025 | loss: 0.0311029 | val_loss: 0.0311809 | Time: 5228.33 ms [2022-02-15 20:17:46 main:574] : INFO : Epoch 2026 | loss: 0.0311056 | val_loss: 0.0311821 | Time: 5289.54 ms [2022-02-15 20:17:51 main:574] : INFO : Epoch 2027 | loss: 0.0311091 | val_loss: 0.0311814 | Time: 5295.06 ms [2022-02-15 20:17:56 main:574] : INFO : Epoch 2028 | loss: 0.0311041 | val_loss: 0.031178 | Time: 5093.9 ms [2022-02-15 20:18:01 main:574] : INFO : Epoch 2029 | loss: 0.0311065 | val_loss: 0.0311724 | Time: 5191.99 ms [2022-02-15 20:18:07 main:574] : INFO : Epoch 2030 | loss: 0.0311056 | val_loss: 0.0311779 | Time: 5218.51 ms [2022-02-15 20:18:12 main:574] : INFO : Epoch 2031 | loss: 0.0311048 | val_loss: 0.0311737 | Time: 5112.61 ms [2022-02-15 20:18:17 main:574] : INFO : Epoch 2032 | loss: 0.0311166 | val_loss: 0.0311665 | Time: 5256.29 ms [2022-02-15 20:18:22 main:574] : INFO : Epoch 2033 | loss: 0.0311116 | val_loss: 0.0311762 | Time: 5384.22 ms [2022-02-15 20:18:28 main:574] : INFO : Epoch 2034 | loss: 0.0311081 | val_loss: 0.0311738 | Time: 5374.71 ms [2022-02-15 20:18:43 main:574] : INFO : Epoch 2035 | loss: 0.03111 | val_loss: 0.0311705 | Time: 15364.3 ms [2022-02-15 20:18:48 main:574] : INFO : Epoch 2036 | loss: 0.0311105 | val_loss: 0.0311759 | Time: 5062.62 ms [2022-02-15 20:18:54 main:574] : INFO : Epoch 2037 | loss: 0.0311061 | val_loss: 0.0311741 | Time: 5304.98 ms [2022-02-15 20:18:59 main:574] : INFO : Epoch 2038 | loss: 0.0311047 | val_loss: 0.031175 | Time: 5272.31 ms [2022-02-15 20:19:04 main:574] : INFO : Epoch 2039 | loss: 0.0311041 | val_loss: 0.0311728 | Time: 5075.52 ms [2022-02-15 20:19:09 main:574] : INFO : Epoch 2040 | loss: 0.0311151 | val_loss: 0.0311665 | Time: 5367.21 ms [2022-02-15 20:19:14 main:574] : INFO : Epoch 2041 | loss: 0.0311105 | val_loss: 0.0311751 | Time: 5128.33 ms [2022-02-15 20:19:20 main:574] : INFO : Epoch 2042 | loss: 0.0311083 | val_loss: 0.0311772 | Time: 5262.96 ms [2022-02-15 20:19:25 main:574] : INFO : Epoch 2043 | loss: 0.0311081 | val_loss: 0.031169 | Time: 5236.61 ms [2022-02-15 20:19:30 main:574] : INFO : Epoch 2044 | loss: 0.03111 | val_loss: 0.0311721 | Time: 5134.61 ms [2022-02-15 20:19:35 main:574] : INFO : Epoch 2045 | loss: 0.0311081 | val_loss: 0.0311745 | Time: 5308.97 ms [2022-02-15 20:19:41 main:574] : INFO : Epoch 2046 | loss: 0.0311053 | val_loss: 0.0311827 | Time: 5111.5 ms [2022-02-15 20:19:46 main:574] : INFO : Epoch 2047 | loss: 0.0311049 | val_loss: 0.0311696 | Time: 5233.63 ms [2022-02-15 20:19:51 main:574] : INFO : Epoch 2048 | loss: 0.031104 | val_loss: 0.031184 | Time: 5201.01 ms [2022-02-15 20:19:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031184 [2022-02-15 20:19:51 main:603] : INFO : Saving end state to config to file [2022-02-15 20:19:51 main:608] : INFO : Success, exiting.. 20:19:51 (12780): 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)