Task 5264601
| Name | ParityMachine-1622596713-28461-0_0 |
| Workunit | 3166074 |
| Created | 2 Jun 2021, 1:18:34 UTC |
| Sent | 3 Jun 2021, 16:42:41 UTC |
| Report deadline | 11 Jun 2021, 16:42:41 UTC |
| Received | 5 Jun 2021, 10:34:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 42 min 6 sec |
| CPU time | 2 hours 3 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> ch 1574 | loss: 0.0311248 | val_loss: 0.0311878 | Time: 6433.42 ms [2021-06-04 17:00:09 main:574] : INFO : Epoch 1575 | loss: 0.0311221 | val_loss: 0.0311892 | Time: 9302.71 ms [2021-06-04 17:00:18 main:574] : INFO : Epoch 1576 | loss: 0.031121 | val_loss: 0.0311944 | Time: 7879.93 ms [2021-06-04 17:00:25 main:574] : INFO : Epoch 1577 | loss: 0.0311156 | val_loss: 0.0311922 | Time: 6359.98 ms [2021-06-04 17:00:31 main:574] : INFO : Epoch 1578 | loss: 0.0311134 | val_loss: 0.031191 | Time: 5421.82 ms [2021-06-04 17:00:40 main:574] : INFO : Epoch 1579 | loss: 0.0311152 | val_loss: 0.0311947 | Time: 7887.08 ms [2021-06-04 17:00:47 main:574] : INFO : Epoch 1580 | loss: 0.0311109 | val_loss: 0.0312027 | Time: 6036.02 ms [2021-06-04 17:00:54 main:574] : INFO : Epoch 1581 | loss: 0.0311153 | val_loss: 0.0311996 | Time: 6491.67 ms [2021-06-04 17:01:02 main:574] : INFO : Epoch 1582 | loss: 0.0311137 | val_loss: 0.0311933 | Time: 6745.18 ms [2021-06-04 17:01:09 main:574] : INFO : Epoch 1583 | loss: 0.0311123 | val_loss: 0.0311994 | Time: 6341.14 ms [2021-06-04 17:01:19 main:574] : INFO : Epoch 1584 | loss: 0.0311103 | val_loss: 0.0311991 | Time: 8360.14 ms [2021-06-04 17:01:27 main:574] : INFO : Epoch 1585 | loss: 0.0311102 | val_loss: 0.0312069 | Time: 7125.66 ms [2021-06-04 17:01:36 main:574] : INFO : Epoch 1586 | loss: 0.0311149 | val_loss: 0.0311999 | Time: 9064.22 ms [2021-06-04 17:01:44 main:574] : INFO : Epoch 1587 | loss: 0.0311097 | val_loss: 0.0311992 | Time: 5973.07 ms [2021-06-04 17:01:52 main:574] : INFO : Epoch 1588 | loss: 0.0311146 | val_loss: 0.0311846 | Time: 7609.92 ms [2021-06-04 17:02:02 main:574] : INFO : Epoch 1589 | loss: 0.0311159 | val_loss: 0.0311955 | Time: 9048.27 ms [2021-06-04 17:02:11 main:574] : INFO : Epoch 1590 | loss: 0.0311131 | val_loss: 0.0311848 | Time: 8473.05 ms [2021-06-04 17:02:18 main:574] : INFO : Epoch 1591 | loss: 0.0311213 | val_loss: 0.031209 | Time: 6597.85 ms [2021-06-04 17:02:25 main:574] : INFO : Epoch 1592 | loss: 0.0311234 | val_loss: 0.0311828 | Time: 6542.22 ms [2021-06-04 17:02:32 main:574] : INFO : Epoch 1593 | loss: 0.0311247 | val_loss: 0.0311867 | Time: 6654.74 ms [2021-06-04 17:02:38 main:574] : INFO : Epoch 1594 | loss: 0.0311175 | val_loss: 0.0311885 | Time: 5626.27 ms [2021-06-04 17:02:45 main:574] : INFO : Epoch 1595 | loss: 0.0311188 | val_loss: 0.0311867 | Time: 6382.83 ms [2021-06-04 17:02:53 main:574] : INFO : Epoch 1596 | loss: 0.0311137 | val_loss: 0.0311965 | Time: 7343.95 ms [2021-06-04 17:03:00 main:574] : INFO : Epoch 1597 | loss: 0.0311199 | val_loss: 0.0311899 | Time: 7201.03 ms [2021-06-04 17:03:07 main:574] : INFO : Epoch 1598 | loss: 0.0311159 | val_loss: 0.0311896 | Time: 6104.31 ms [2021-06-04 17:03:15 main:574] : INFO : Epoch 1599 | loss: 0.0311148 | val_loss: 0.0311824 | Time: 6803.24 ms [2021-06-04 17:03:23 main:574] : INFO : Epoch 1600 | loss: 0.0311251 | val_loss: 0.0312103 | Time: 7152.52 ms [2021-06-04 17:03:29 main:574] : INFO : Epoch 1601 | loss: 0.0311188 | val_loss: 0.0311855 | Time: 5494.65 ms [2021-06-04 17:03:37 main:574] : INFO : Epoch 1602 | loss: 0.0311157 | val_loss: 0.0311961 | Time: 8265.98 ms [2021-06-04 17:03:46 main:574] : INFO : Epoch 1603 | loss: 0.0311141 | val_loss: 0.031191 | Time: 7255.16 ms [2021-06-04 17:03:54 main:574] : INFO : Epoch 1604 | loss: 0.0311145 | val_loss: 0.0311955 | Time: 6840.18 ms [2021-06-04 17:04:01 main:574] : INFO : Epoch 1605 | loss: 0.0311142 | val_loss: 0.0311884 | Time: 5747.96 ms [2021-06-04 17:04:07 main:574] : INFO : Epoch 1606 | loss: 0.0311124 | val_loss: 0.0311922 | Time: 5488.34 ms [2021-06-04 17:04:14 main:574] : INFO : Epoch 1607 | loss: 0.0311132 | val_loss: 0.0311867 | Time: 5543.75 ms [2021-06-04 17:04:20 main:574] : INFO : Epoch 1608 | loss: 0.0311128 | val_loss: 0.031202 | Time: 5373.09 ms [2021-06-04 17:04:28 main:574] : INFO : Epoch 1609 | loss: 0.031114 | val_loss: 0.0311855 | Time: 6859.39 ms [2021-06-04 17:04:37 main:574] : INFO : Epoch 1610 | loss: 0.0311143 | val_loss: 0.0311882 | Time: 8072 ms [2021-06-04 17:04:47 main:574] : INFO : Epoch 1611 | loss: 0.0311159 | val_loss: 0.0311872 | Time: 9256.73 ms [2021-06-04 17:04:55 main:574] : INFO : Epoch 1612 | loss: 0.0311137 | val_loss: 0.0311892 | Time: 7350.18 ms [2021-06-04 17:05:03 main:574] : INFO : Epoch 1613 | loss: 0.0311161 | val_loss: 0.0311969 | Time: 7659.91 ms [2021-06-04 17:05:13 main:574] : INFO : Epoch 1614 | loss: 0.031125 | val_loss: 0.0311923 | Time: 7624.24 ms [2021-06-04 17:05:20 main:574] : INFO : Epoch 1615 | loss: 0.0311164 | val_loss: 0.031187 | Time: 6605.26 ms [2021-06-04 17:05:27 main:574] : INFO : Epoch 1616 | loss: 0.0311218 | val_loss: 0.0311946 | Time: 6224.94 ms [2021-06-04 17:05:34 main:574] : INFO : Epoch 1617 | loss: 0.0311222 | val_loss: 0.0311821 | Time: 6512.31 ms [2021-06-04 17:05:42 main:574] : INFO : Epoch 1618 | loss: 0.031117 | val_loss: 0.0311895 | Time: 7279.92 ms [2021-06-04 17:05:49 main:574] : INFO : Epoch 1619 | loss: 0.031116 | val_loss: 0.0311936 | Time: 6418.93 ms [2021-06-04 17:05:55 main:574] : INFO : Epoch 1620 | loss: 0.0311172 | val_loss: 0.0311974 | Time: 5700.36 ms [2021-06-04 17:06:01 main:574] : INFO : Epoch 1621 | loss: 0.0311318 | val_loss: 0.0311819 | Time: 5711.26 ms [2021-06-04 17:06:07 main:574] : INFO : Epoch 1622 | loss: 0.0311286 | val_loss: 0.0311865 | Time: 5673.52 ms [2021-06-04 17:06:13 main:574] : INFO : Epoch 1623 | loss: 0.0311246 | val_loss: 0.0311861 | Time: 5444.45 ms [2021-06-04 17:06:19 main:574] : INFO : Epoch 1624 | loss: 0.0311347 | val_loss: 0.0311757 | Time: 5589.04 ms [2021-06-04 17:06:26 main:574] : INFO : Epoch 1625 | loss: 0.0311519 | val_loss: 0.0311702 | Time: 5595.36 ms [2021-06-04 17:06:32 main:574] : INFO : Epoch 1626 | loss: 0.0311466 | val_loss: 0.0311676 | Time: 5434.66 ms [2021-06-04 17:06:38 main:574] : INFO : Epoch 1627 | loss: 0.0311412 | val_loss: 0.0311695 | Time: 5763.9 ms [2021-06-04 17:06:44 main:574] : INFO : Epoch 1628 | loss: 0.0311406 | val_loss: 0.0311767 | Time: 5455.56 ms [2021-06-04 17:06:52 main:574] : INFO : Epoch 1629 | loss: 0.0311404 | val_loss: 0.0311705 | Time: 5515 ms [2021-06-04 17:06:58 main:574] : INFO : Epoch 1630 | loss: 0.0311366 | val_loss: 0.0311693 | Time: 5342.46 ms [2021-06-04 17:07:04 main:574] : INFO : Epoch 1631 | loss: 0.0311409 | val_loss: 0.0311901 | Time: 5527.16 ms [2021-06-04 17:07:11 main:574] : INFO : Epoch 1632 | loss: 0.0311396 | val_loss: 0.0311757 | Time: 5401.54 ms [2021-06-04 17:07:16 main:574] : INFO : Epoch 1633 | loss: 0.0311412 | val_loss: 0.03117 | Time: 5352.35 ms [2021-06-04 17:07:22 main:574] : INFO : Epoch 1634 | loss: 0.031138 | val_loss: 0.0311885 | Time: 5466.59 ms [2021-06-04 17:07:28 main:574] : INFO : Epoch 1635 | loss: 0.0311309 | val_loss: 0.0311827 | Time: 5372.62 ms [2021-06-04 17:07:35 main:574] : INFO : Epoch 1636 | loss: 0.0311217 | val_loss: 0.0311792 | Time: 5435.44 ms [2021-06-04 17:07:40 main:574] : INFO : Epoch 1637 | loss: 0.0311257 | val_loss: 0.031184 | Time: 5333.95 ms [2021-06-04 17:07:46 main:574] : INFO : Epoch 1638 | loss: 0.03112 | val_loss: 0.031182 | Time: 5417.2 ms [2021-06-04 17:07:53 main:574] : INFO : Epoch 1639 | loss: 0.0311178 | val_loss: 0.0311833 | Time: 5440.16 ms [2021-06-04 17:07:59 main:574] : INFO : Epoch 1640 | loss: 0.0311183 | val_loss: 0.0311825 | Time: 5357.69 ms [2021-06-04 17:08:04 main:574] : INFO : Epoch 1641 | loss: 0.0311176 | val_loss: 0.0311889 | Time: 5575.55 ms [2021-06-04 17:08:14 main:574] : INFO : Epoch 1642 | loss: 0.0311139 | val_loss: 0.0311979 | Time: 8721.07 ms [2021-06-04 17:08:22 main:574] : INFO : Epoch 1643 | loss: 0.0311142 | val_loss: 0.0311876 | Time: 7093.74 ms [2021-06-04 17:08:30 main:574] : INFO : Epoch 1644 | loss: 0.0311121 | val_loss: 0.0311842 | Time: 6531.86 ms [2021-06-04 17:08:36 main:574] : INFO : Epoch 1645 | loss: 0.0311124 | val_loss: 0.0311903 | Time: 6178.61 ms [2021-06-04 17:08:42 main:574] : INFO : Epoch 1646 | loss: 0.0311132 | val_loss: 0.0312012 | Time: 5611.75 ms [2021-06-04 17:08:48 main:574] : INFO : Epoch 1647 | loss: 0.0311157 | val_loss: 0.0311875 | Time: 5992.07 ms [2021-06-04 17:08:55 main:574] : INFO : Epoch 1648 | loss: 0.0311265 | val_loss: 0.0311832 | Time: 6027.04 ms [2021-06-04 17:09:01 main:574] : INFO : Epoch 1649 | loss: 0.0311273 | val_loss: 0.0311934 | Time: 5815.18 ms [2021-06-04 17:09:11 main:574] : INFO : Epoch 1650 | loss: 0.0311186 | val_loss: 0.0311986 | Time: 9180.32 ms [2021-06-04 17:09:19 main:574] : INFO : Epoch 1651 | loss: 0.0311183 | val_loss: 0.0311911 | Time: 6639.63 ms [2021-06-04 17:09:25 main:574] : INFO : Epoch 1652 | loss: 0.0311142 | val_loss: 0.0311851 | Time: 5922.93 ms [2021-06-04 17:09:31 main:574] : INFO : Epoch 1653 | loss: 0.0311153 | val_loss: 0.0311993 | Time: 5997.04 ms [2021-06-04 17:09:38 main:574] : INFO : Epoch 1654 | loss: 0.0311107 | val_loss: 0.031198 | Time: 6256.35 ms [2021-06-04 17:09:45 main:574] : INFO : Epoch 1655 | loss: 0.0311146 | val_loss: 0.0312114 | Time: 6218.55 ms [2021-06-04 17:09:52 main:574] : INFO : Epoch 1656 | loss: 0.031109 | val_loss: 0.0311957 | Time: 5865.95 ms [2021-06-04 17:09:59 main:574] : INFO : Epoch 1657 | loss: 0.0311086 | val_loss: 0.0311899 | Time: 5947.13 ms [2021-06-04 17:10:06 main:574] : INFO : Epoch 1658 | loss: 0.0311162 | val_loss: 0.0311966 | Time: 5944.39 ms [2021-06-04 17:10:14 main:574] : INFO : Epoch 1659 | loss: 0.0311184 | val_loss: 0.0311916 | Time: 6889.54 ms [2021-06-04 17:10:22 main:574] : INFO : Epoch 1660 | loss: 0.031113 | val_loss: 0.0311969 | Time: 8105.11 ms [2021-06-04 17:10:29 main:574] : INFO : Epoch 1661 | loss: 0.031112 | val_loss: 0.0311883 | Time: 5815.26 ms [2021-06-04 17:10:37 main:574] : INFO : Epoch 1662 | loss: 0.0311081 | val_loss: 0.0311898 | Time: 5787.52 ms [2021-06-04 17:10:43 main:574] : INFO : Epoch 1663 | loss: 0.0311097 | val_loss: 0.0311953 | Time: 5649.91 ms [2021-06-04 17:10:49 main:574] : INFO : Epoch 1664 | loss: 0.0311155 | val_loss: 0.0311861 | Time: 5610.94 ms [2021-06-04 17:10:55 main:574] : INFO : Epoch 1665 | loss: 0.0311108 | val_loss: 0.031192 | Time: 5614.41 ms [2021-06-04 17:11:01 main:574] : INFO : Epoch 1666 | loss: 0.03111 | val_loss: 0.0311991 | Time: 5467.55 ms [2021-06-04 17:11:07 main:574] : INFO : Epoch 1667 | loss: 0.0311138 | val_loss: 0.0312054 | Time: 5384.51 ms [2021-06-04 17:11:13 main:574] : INFO : Epoch 1668 | loss: 0.0311145 | val_loss: 0.0311817 | Time: 5497.16 ms [2021-06-04 17:11:18 main:574] : INFO : Epoch 1669 | loss: 0.0311119 | val_loss: 0.031198 | Time: 5445.32 ms [2021-06-04 17:11:25 main:574] : INFO : Epoch 1670 | loss: 0.031111 | val_loss: 0.0311835 | Time: 5490.98 ms [2021-06-04 17:11:32 main:574] : INFO : Epoch 1671 | loss: 0.0311082 | val_loss: 0.0311874 | Time: 7099.76 ms [2021-06-04 17:11:38 main:574] : INFO : Epoch 1672 | loss: 0.0311102 | val_loss: 0.0312064 | Time: 5475.35 ms [2021-06-04 17:11:43 main:574] : INFO : Epoch 1673 | loss: 0.0311112 | val_loss: 0.0311953 | Time: 5686.93 ms [2021-06-04 17:11:52 main:574] : INFO : Epoch 1674 | loss: 0.0311254 | val_loss: 0.0311818 | Time: 8199.73 ms [2021-06-04 17:12:00 main:574] : INFO : Epoch 1675 | loss: 0.0311305 | val_loss: 0.0311898 | Time: 7074.69 ms [2021-06-04 17:12:07 main:574] : INFO : Epoch 1676 | loss: 0.0311213 | val_loss: 0.0311882 | Time: 6455.45 ms [2021-06-04 17:12:15 main:574] : INFO : Epoch 1677 | loss: 0.0311169 | val_loss: 0.0312027 | Time: 6719.71 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-05 09:04:39 main:435] : INFO : Set logging level to 1 [2021-06-05 09:04:40 main:441] : INFO : Running in BOINC Client mode [2021-06-05 09:04:40 main:444] : INFO : Resolving all filenames [2021-06-05 09:04:41 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-05 09:04:42 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622596713-28461-0_0_r1490713414_1 (exists = 1) [2021-06-05 09:04:42 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622596713-28461-0_0_r1490713414_0 (exists = 0) [2021-06-05 09:04:43 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-06-05 09:04:43 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-05 09:04:44 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-05 09:04:44 main:474] : INFO : Configuration: [2021-06-05 09:04:45 main:475] : INFO : Model type: GRU [2021-06-05 09:04:45 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-05 09:04:46 main:477] : INFO : Max Epochs: 2048 [2021-06-05 09:04:48 main:478] : INFO : Batch Size: 128 [2021-06-05 09:04:50 main:479] : INFO : Learning Rate: 0.01 [2021-06-05 09:04:51 main:480] : INFO : Patience: 10 [2021-06-05 09:04:53 main:481] : INFO : Hidden Width: 12 [2021-06-05 09:04:54 main:482] : INFO : # Recurrent Layers: 4 [2021-06-05 09:04:55 main:483] : INFO : # Backend Layers: 4 [2021-06-05 09:04:56 main:484] : INFO : # Threads: 1 [2021-06-05 09:04:57 main:486] : INFO : Preparing Dataset [2021-06-05 09:04:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-05 09:04:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-05 09:05:15 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-05 09:05:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-05 09:05:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-05 09:05:16 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-05 09:05:17 main:494] : INFO : Creating Model [2021-06-05 09:05:17 main:507] : INFO : Preparing config file [2021-06-05 09:05:17 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-05 09:05:17 main:512] : INFO : Loading config [2021-06-05 09:05:17 main:514] : INFO : Loading state [2021-06-05 09:05:21 main:559] : INFO : Loading DataLoader into Memory [2021-06-05 09:05:22 main:562] : INFO : Starting Training [2021-06-05 09:05:29 main:574] : INFO : Epoch 1675 | loss: 0.0312997 | val_loss: 0.0312023 | Time: 6767.28 ms [2021-06-05 09:05:41 main:574] : INFO : Epoch 1676 | loss: 0.0311488 | val_loss: 0.0311819 | Time: 11219.1 ms [2021-06-05 09:05:48 main:574] : INFO : Epoch 1677 | loss: 0.0311284 | val_loss: 0.0311869 | Time: 6173.2 ms [2021-06-05 09:05:56 main:574] : INFO : Epoch 1678 | loss: 0.0311205 | val_loss: 0.0311992 | Time: 6057.85 ms [2021-06-05 09:06:02 main:574] : INFO : Epoch 1679 | loss: 0.0311134 | val_loss: 0.0312007 | Time: 5726.12 ms [2021-06-05 09:06:09 main:574] : INFO : Epoch 1680 | loss: 0.0311141 | val_loss: 0.0312105 | Time: 5754.83 ms [2021-06-05 09:06:17 main:574] : INFO : Epoch 1681 | loss: 0.0311131 | val_loss: 0.0311896 | Time: 6659.91 ms [2021-06-05 09:06:23 main:574] : INFO : Epoch 1682 | loss: 0.0311229 | val_loss: 0.0311848 | Time: 5579.69 ms [2021-06-05 09:06:29 main:574] : INFO : Epoch 1683 | loss: 0.0311173 | val_loss: 0.031198 | Time: 5766.28 ms [2021-06-05 09:06:42 main:574] : INFO : Epoch 1684 | loss: 0.031112 | val_loss: 0.0311868 | Time: 11024.7 ms [2021-06-05 09:06:49 main:574] : INFO : Epoch 1685 | loss: 0.0311112 | val_loss: 0.0311908 | Time: 6139.86 ms [2021-06-05 09:06:55 main:574] : INFO : Epoch 1686 | loss: 0.0311137 | val_loss: 0.0311887 | Time: 5494.12 ms [2021-06-05 09:07:01 main:574] : INFO : Epoch 1687 | loss: 0.0311087 | val_loss: 0.0311875 | Time: 5643.71 ms [2021-06-05 09:07:06 main:574] : INFO : Epoch 1688 | loss: 0.0311095 | val_loss: 0.0311994 | Time: 5464.6 ms [2021-06-05 09:07:13 main:574] : INFO : Epoch 1689 | loss: 0.0311129 | val_loss: 0.0311899 | Time: 5969.01 ms [2021-06-05 09:07:19 main:574] : INFO : Epoch 1690 | loss: 0.0311062 | val_loss: 0.0311954 | Time: 5895.77 ms [2021-06-05 09:07:26 main:574] : INFO : Epoch 1691 | loss: 0.0311077 | val_loss: 0.0311924 | Time: 6964.18 ms [2021-06-05 09:07:34 main:574] : INFO : Epoch 1692 | loss: 0.0311077 | val_loss: 0.0312042 | Time: 7626.97 ms [2021-06-05 09:07:42 main:574] : INFO : Epoch 1693 | loss: 0.0311104 | val_loss: 0.0311879 | Time: 7021.82 ms [2021-06-05 09:07:52 main:574] : INFO : Epoch 1694 | loss: 0.0311123 | val_loss: 0.0311927 | Time: 8923.19 ms [2021-06-05 09:08:00 main:574] : INFO : Epoch 1695 | loss: 0.0311103 | val_loss: 0.0312015 | Time: 7026.57 ms [2021-06-05 09:08:06 main:574] : INFO : Epoch 1696 | loss: 0.031105 | val_loss: 0.0312028 | Time: 5334.95 ms [2021-06-05 09:08:12 main:574] : INFO : Epoch 1697 | loss: 0.0311104 | val_loss: 0.0311914 | Time: 5432.67 ms [2021-06-05 09:08:18 main:574] : INFO : Epoch 1698 | loss: 0.0311089 | val_loss: 0.0312089 | Time: 5636.58 ms [2021-06-05 09:08:24 main:574] : INFO : Epoch 1699 | loss: 0.0311127 | val_loss: 0.0311861 | Time: 5891.67 ms [2021-06-05 09:08:30 main:574] : INFO : Epoch 1700 | loss: 0.0311103 | val_loss: 0.0311965 | Time: 5512.16 ms [2021-06-05 09:08:37 main:574] : INFO : Epoch 1701 | loss: 0.0311089 | val_loss: 0.0311893 | Time: 6053.99 ms [2021-06-05 09:08:44 main:574] : INFO : Epoch 1702 | loss: 0.0311057 | val_loss: 0.0311903 | Time: 6111.22 ms [2021-06-05 09:08:51 main:574] : INFO : Epoch 1703 | loss: 0.0311065 | val_loss: 0.0312024 | Time: 6535.78 ms [2021-06-05 09:08:58 main:574] : INFO : Epoch 1704 | loss: 0.0311013 | val_loss: 0.0312 | Time: 6151.56 ms [2021-06-05 09:09:05 main:574] : INFO : Epoch 1705 | loss: 0.0311 | val_loss: 0.0312011 | Time: 6260.17 ms [2021-06-05 09:09:12 main:574] : INFO : Epoch 1706 | loss: 0.0311065 | val_loss: 0.0311981 | Time: 5994.31 ms [2021-06-05 09:09:20 main:574] : INFO : Epoch 1707 | loss: 0.0311111 | val_loss: 0.0312063 | Time: 7097.23 ms [2021-06-05 09:09:26 main:574] : INFO : Epoch 1708 | loss: 0.0311061 | val_loss: 0.0311935 | Time: 5574.19 ms [2021-06-05 09:09:32 main:574] : INFO : Epoch 1709 | loss: 0.0311063 | val_loss: 0.0311948 | Time: 5821.71 ms [2021-06-05 09:09:43 main:574] : INFO : Epoch 1710 | loss: 0.0311054 | val_loss: 0.0311985 | Time: 10377.2 ms [2021-06-05 09:09:49 main:574] : INFO : Epoch 1711 | loss: 0.0311014 | val_loss: 0.0312005 | Time: 5879.96 ms [2021-06-05 09:09:55 main:574] : INFO : Epoch 1712 | loss: 0.0311072 | val_loss: 0.0311941 | Time: 5734.77 ms [2021-06-05 09:10:00 main:574] : INFO : Epoch 1713 | loss: 0.0311015 | val_loss: 0.0312022 | Time: 5529.34 ms [2021-06-05 09:10:06 main:574] : INFO : Epoch 1714 | loss: 0.0311006 | val_loss: 0.031203 | Time: 5477.13 ms [2021-06-05 09:10:12 main:574] : INFO : Epoch 1715 | loss: 0.0311012 | val_loss: 0.0312069 | Time: 5424.29 ms [2021-06-05 09:10:17 main:574] : INFO : Epoch 1716 | loss: 0.0311089 | val_loss: 0.0311889 | Time: 5419 ms [2021-06-05 09:10:23 main:574] : INFO : Epoch 1717 | loss: 0.031115 | val_loss: 0.0311846 | Time: 5602.5 ms [2021-06-05 09:10:29 main:574] : INFO : Epoch 1718 | loss: 0.031116 | val_loss: 0.0311927 | Time: 5427.63 ms [2021-06-05 09:10:35 main:574] : INFO : Epoch 1719 | loss: 0.0311132 | val_loss: 0.0312041 | Time: 5562.28 ms [2021-06-05 09:10:40 main:574] : INFO : Epoch 1720 | loss: 0.0311051 | val_loss: 0.0311994 | Time: 5336.39 ms [2021-06-05 09:10:46 main:574] : INFO : Epoch 1721 | loss: 0.0311048 | val_loss: 0.0311921 | Time: 5331.53 ms [2021-06-05 09:10:51 main:574] : INFO : Epoch 1722 | loss: 0.0311131 | val_loss: 0.0311963 | Time: 5336.16 ms [2021-06-05 09:10:57 main:574] : INFO : Epoch 1723 | loss: 0.0311059 | val_loss: 0.0312112 | Time: 5381.95 ms [2021-06-05 09:11:03 main:574] : INFO : Epoch 1724 | loss: 0.0311023 | val_loss: 0.0312035 | Time: 5528.67 ms [2021-06-05 09:11:08 main:574] : INFO : Epoch 1725 | loss: 0.0311042 | val_loss: 0.0311978 | Time: 5478.97 ms [2021-06-05 09:11:14 main:574] : INFO : Epoch 1726 | loss: 0.0311082 | val_loss: 0.031199 | Time: 5465.28 ms [2021-06-05 09:11:22 main:574] : INFO : Epoch 1727 | loss: 0.031106 | val_loss: 0.031208 | Time: 7691.6 ms [2021-06-05 09:11:31 main:574] : INFO : Epoch 1728 | loss: 0.0311138 | val_loss: 0.0311938 | Time: 7019.62 ms [2021-06-05 09:11:37 main:574] : INFO : Epoch 1729 | loss: 0.0311088 | val_loss: 0.0311958 | Time: 5458.29 ms [2021-06-05 09:11:44 main:574] : INFO : Epoch 1730 | loss: 0.0311085 | val_loss: 0.031206 | Time: 5802.97 ms [2021-06-05 09:11:50 main:574] : INFO : Epoch 1731 | loss: 0.0311048 | val_loss: 0.0311923 | Time: 6412.44 ms [2021-06-05 09:12:02 main:574] : INFO : Epoch 1732 | loss: 0.0311016 | val_loss: 0.0312038 | Time: 11170.8 ms [2021-06-05 09:12:12 main:574] : INFO : Epoch 1733 | loss: 0.0311034 | val_loss: 0.0311934 | Time: 8842.47 ms [2021-06-05 09:12:29 main:574] : INFO : Epoch 1734 | loss: 0.031104 | val_loss: 0.0312022 | Time: 15435.7 ms [2021-06-05 09:12:35 main:574] : INFO : Epoch 1735 | loss: 0.0310998 | val_loss: 0.0312051 | Time: 5363.24 ms [2021-06-05 09:12:41 main:574] : INFO : Epoch 1736 | loss: 0.0311042 | val_loss: 0.0311898 | Time: 5322.66 ms [2021-06-05 09:12:47 main:574] : INFO : Epoch 1737 | loss: 0.0311037 | val_loss: 0.0311998 | Time: 5931.28 ms [2021-06-05 09:12:53 main:574] : INFO : Epoch 1738 | loss: 0.0311039 | val_loss: 0.0311968 | Time: 5403.21 ms [2021-06-05 09:13:01 main:574] : INFO : Epoch 1739 | loss: 0.0311014 | val_loss: 0.0312082 | Time: 7480.42 ms [2021-06-05 09:13:10 main:574] : INFO : Epoch 1740 | loss: 0.0311027 | val_loss: 0.0312035 | Time: 8680.27 ms [2021-06-05 09:13:18 main:574] : INFO : Epoch 1741 | loss: 0.0311034 | val_loss: 0.0312009 | Time: 7096.04 ms [2021-06-05 09:13:26 main:574] : INFO : Epoch 1742 | loss: 0.0311017 | val_loss: 0.0312091 | Time: 7318.64 ms [2021-06-05 09:13:37 main:574] : INFO : Epoch 1743 | loss: 0.031106 | val_loss: 0.0311954 | Time: 9956.99 ms [2021-06-05 09:13:44 main:574] : INFO : Epoch 1744 | loss: 0.031104 | val_loss: 0.0312064 | Time: 5879.55 ms [2021-06-05 09:13:51 main:574] : INFO : Epoch 1745 | loss: 0.0310988 | val_loss: 0.0312004 | Time: 5571.18 ms [2021-06-05 09:13:57 main:574] : INFO : Epoch 1746 | loss: 0.0311011 | val_loss: 0.0311915 | Time: 5639.23 ms [2021-06-05 09:14:05 main:574] : INFO : Epoch 1747 | loss: 0.0311026 | val_loss: 0.0312182 | Time: 7247.46 ms [2021-06-05 09:14:12 main:574] : INFO : Epoch 1748 | loss: 0.0311032 | val_loss: 0.0311979 | Time: 6341.6 ms [2021-06-05 09:14:19 main:574] : INFO : Epoch 1749 | loss: 0.0311049 | val_loss: 0.0312013 | Time: 7325.09 ms [2021-06-05 09:14:28 main:574] : INFO : Epoch 1750 | loss: 0.0311107 | val_loss: 0.0312023 | Time: 8554.07 ms [2021-06-05 09:14:36 main:574] : INFO : Epoch 1751 | loss: 0.0311108 | val_loss: 0.0311928 | Time: 7196.86 ms [2021-06-05 09:14:44 main:574] : INFO : Epoch 1752 | loss: 0.031104 | val_loss: 0.0311953 | Time: 7479.28 ms [2021-06-05 09:14:51 main:574] : INFO : Epoch 1753 | loss: 0.0311025 | val_loss: 0.0312044 | Time: 6812.72 ms [2021-06-05 09:14:59 main:574] : INFO : Epoch 1754 | loss: 0.0311021 | val_loss: 0.031199 | Time: 5679.93 ms [2021-06-05 09:15:07 main:574] : INFO : Epoch 1755 | loss: 0.0311024 | val_loss: 0.0311942 | Time: 7205.67 ms [2021-06-05 09:15:14 main:574] : INFO : Epoch 1756 | loss: 0.0311031 | val_loss: 0.0311991 | Time: 5254.24 ms [2021-06-05 09:15:21 main:574] : INFO : Epoch 1757 | loss: 0.0311128 | val_loss: 0.0311928 | Time: 5740.7 ms [2021-06-05 09:15:28 main:574] : INFO : Epoch 1758 | loss: 0.0311059 | val_loss: 0.0311923 | Time: 6096.3 ms [2021-06-05 09:15:34 main:574] : INFO : Epoch 1759 | loss: 0.0311031 | val_loss: 0.0311967 | Time: 5351.53 ms [2021-06-05 09:15:41 main:574] : INFO : Epoch 1760 | loss: 0.0311025 | val_loss: 0.0311951 | Time: 5298.77 ms [2021-06-05 09:15:48 main:574] : INFO : Epoch 1761 | loss: 0.0311003 | val_loss: 0.0312171 | Time: 5374.14 ms [2021-06-05 09:15:54 main:574] : INFO : Epoch 1762 | loss: 0.0311019 | val_loss: 0.0311909 | Time: 5256.54 ms [2021-06-05 09:16:01 main:574] : INFO : Epoch 1763 | loss: 0.0311053 | val_loss: 0.0311998 | Time: 6282.79 ms [2021-06-05 09:16:06 main:574] : INFO : Epoch 1764 | loss: 0.0311068 | val_loss: 0.0311975 | Time: 5328.25 ms [2021-06-05 09:16:12 main:574] : INFO : Epoch 1765 | loss: 0.0311073 | val_loss: 0.031198 | Time: 5323.73 ms [2021-06-05 09:16:19 main:574] : INFO : Epoch 1766 | loss: 0.0311016 | val_loss: 0.0312004 | Time: 5477.31 ms [2021-06-05 09:16:27 main:574] : INFO : Epoch 1767 | loss: 0.0310994 | val_loss: 0.031198 | Time: 5427.85 ms [2021-06-05 09:16:33 main:574] : INFO : Epoch 1768 | loss: 0.031099 | val_loss: 0.0312163 | Time: 5414.62 ms [2021-06-05 09:16:40 main:574] : INFO : Epoch 1769 | loss: 0.0310964 | val_loss: 0.0312077 | Time: 5408.1 ms [2021-06-05 09:16:46 main:574] : INFO : Epoch 1770 | loss: 0.0310976 | val_loss: 0.0311939 | Time: 5226.41 ms [2021-06-05 09:16:52 main:574] : INFO : Epoch 1771 | loss: 0.031096 | val_loss: 0.0312079 | Time: 5420.31 ms [2021-06-05 09:16:58 main:574] : INFO : Epoch 1772 | loss: 0.0310952 | val_loss: 0.0312032 | Time: 5276.85 ms [2021-06-05 09:17:04 main:574] : INFO : Epoch 1773 | loss: 0.0310987 | val_loss: 0.031212 | Time: 5559.8 ms [2021-06-05 09:17:10 main:574] : INFO : Epoch 1774 | loss: 0.0310977 | val_loss: 0.0311922 | Time: 5697.58 ms [2021-06-05 09:17:16 main:574] : INFO : Epoch 1775 | loss: 0.0311032 | val_loss: 0.03121 | Time: 5289.5 ms [2021-06-05 09:17:22 main:574] : INFO : Epoch 1776 | loss: 0.0310992 | val_loss: 0.0311971 | Time: 5342.8 ms [2021-06-05 09:17:29 main:574] : INFO : Epoch 1777 | loss: 0.0310961 | val_loss: 0.0312053 | Time: 5494.39 ms [2021-06-05 09:17:35 main:574] : INFO : Epoch 1778 | loss: 0.0310948 | val_loss: 0.0312 | Time: 5257.04 ms [2021-06-05 09:17:42 main:574] : INFO : Epoch 1779 | loss: 0.0310989 | val_loss: 0.0311936 | Time: 5305.93 ms [2021-06-05 09:17:48 main:574] : INFO : Epoch 1780 | loss: 0.0311096 | val_loss: 0.0311968 | Time: 5279.76 ms [2021-06-05 09:17:54 main:574] : INFO : Epoch 1781 | loss: 0.0311079 | val_loss: 0.0311924 | Time: 5360.23 ms [2021-06-05 09:18:00 main:574] : INFO : Epoch 1782 | loss: 0.0311072 | val_loss: 0.0311917 | Time: 5284.97 ms [2021-06-05 09:18:05 main:574] : INFO : Epoch 1783 | loss: 0.0311067 | val_loss: 0.0312104 | Time: 5278.17 ms [2021-06-05 09:18:12 main:574] : INFO : Epoch 1784 | loss: 0.0311075 | val_loss: 0.031217 | Time: 5979.9 ms [2021-06-05 09:18:19 main:574] : INFO : Epoch 1785 | loss: 0.0311106 | val_loss: 0.0311943 | Time: 6057.98 ms [2021-06-05 09:18:25 main:574] : INFO : Epoch 1786 | loss: 0.0311156 | val_loss: 0.0311993 | Time: 5250.21 ms [2021-06-05 09:18:30 main:574] : INFO : Epoch 1787 | loss: 0.0311056 | val_loss: 0.0312019 | Time: 5358.03 ms [2021-06-05 09:18:36 main:574] : INFO : Epoch 1788 | loss: 0.0310994 | val_loss: 0.0311971 | Time: 5316.57 ms [2021-06-05 09:18:43 main:574] : INFO : Epoch 1789 | loss: 0.0311014 | val_loss: 0.0312006 | Time: 5443.2 ms [2021-06-05 09:18:48 main:574] : INFO : Epoch 1790 | loss: 0.0310975 | val_loss: 0.0312043 | Time: 5332.09 ms [2021-06-05 09:18:54 main:574] : INFO : Epoch 1791 | loss: 0.0310959 | val_loss: 0.0311969 | Time: 5236.34 ms [2021-06-05 09:19:00 main:574] : INFO : Epoch 1792 | loss: 0.0310966 | val_loss: 0.0312046 | Time: 5334.16 ms [2021-06-05 09:19:07 main:574] : INFO : Epoch 1793 | loss: 0.0310963 | val_loss: 0.031196 | Time: 5342.67 ms [2021-06-05 09:19:13 main:574] : INFO : Epoch 1794 | loss: 0.0310946 | val_loss: 0.031198 | Time: 5292.34 ms [2021-06-05 09:19:20 main:574] : INFO : Epoch 1795 | loss: 0.0310986 | val_loss: 0.0312126 | Time: 5454.35 ms [2021-06-05 09:19:25 main:574] : INFO : Epoch 1796 | loss: 0.0310951 | val_loss: 0.0312064 | Time: 5312.75 ms [2021-06-05 09:19:31 main:574] : INFO : Epoch 1797 | loss: 0.031091 | val_loss: 0.031208 | Time: 5240.41 ms [2021-06-05 09:19:36 main:574] : INFO : Epoch 1798 | loss: 0.0310917 | val_loss: 0.0312119 | Time: 5312.07 ms [2021-06-05 09:19:43 main:574] : INFO : Epoch 1799 | loss: 0.0310944 | val_loss: 0.0311911 | Time: 5857.6 ms [2021-06-05 09:19:49 main:574] : INFO : Epoch 1800 | loss: 0.0310972 | val_loss: 0.0312006 | Time: 5803.22 ms [2021-06-05 09:19:54 main:574] : INFO : Epoch 1801 | loss: 0.0311095 | val_loss: 0.0311941 | Time: 5300.38 ms [2021-06-05 09:20:00 main:574] : INFO : Epoch 1802 | loss: 0.031111 | val_loss: 0.0311994 | Time: 5387.1 ms [2021-06-05 09:20:06 main:574] : INFO : Epoch 1803 | loss: 0.0311105 | val_loss: 0.0311853 | Time: 5317.32 ms [2021-06-05 09:20:12 main:574] : INFO : Epoch 1804 | loss: 0.0311065 | val_loss: 0.031211 | Time: 5343.33 ms [2021-06-05 09:20:17 main:574] : INFO : Epoch 1805 | loss: 0.0310981 | val_loss: 0.0312009 | Time: 5428.24 ms [2021-06-05 09:20:23 main:574] : INFO : Epoch 1806 | loss: 0.031095 | val_loss: 0.0311982 | Time: 5332.67 ms [2021-06-05 09:20:28 main:574] : INFO : Epoch 1807 | loss: 0.031094 | val_loss: 0.0312017 | Time: 5335.96 ms [2021-06-05 09:20:35 main:574] : INFO : Epoch 1808 | loss: 0.0310978 | val_loss: 0.0311956 | Time: 5272.83 ms [2021-06-05 09:20:42 main:574] : INFO : Epoch 1809 | loss: 0.0311019 | val_loss: 0.0312088 | Time: 5933.69 ms [2021-06-05 09:20:48 main:574] : INFO : Epoch 1810 | loss: 0.031099 | val_loss: 0.0311936 | Time: 5398.27 ms [2021-06-05 09:20:55 main:574] : INFO : Epoch 1811 | loss: 0.0310952 | val_loss: 0.0311993 | Time: 5242.36 ms [2021-06-05 09:21:01 main:574] : INFO : Epoch 1812 | loss: 0.0310976 | val_loss: 0.0312004 | Time: 5293.73 ms [2021-06-05 09:21:06 main:574] : INFO : Epoch 1813 | loss: 0.031092 | val_loss: 0.03121 | Time: 5308.95 ms [2021-06-05 09:21:12 main:574] : INFO : Epoch 1814 | loss: 0.0310944 | val_loss: 0.0312032 | Time: 5974.12 ms [2021-06-05 09:21:18 main:574] : INFO : Epoch 1815 | loss: 0.0311018 | val_loss: 0.0312036 | Time: 5338.87 ms [2021-06-05 09:21:24 main:574] : INFO : Epoch 1816 | loss: 0.0311023 | val_loss: 0.0312032 | Time: 5400.57 ms [2021-06-05 09:21:30 main:574] : INFO : Epoch 1817 | loss: 0.0311022 | val_loss: 0.0312018 | Time: 5318.03 ms [2021-06-05 09:21:36 main:574] : INFO : Epoch 1818 | loss: 0.031112 | val_loss: 0.0311956 | Time: 5672.91 ms [2021-06-05 09:21:42 main:574] : INFO : Epoch 1819 | loss: 0.0311067 | val_loss: 0.0311983 | Time: 5329.77 ms [2021-06-05 09:21:48 main:574] : INFO : Epoch 1820 | loss: 0.0310988 | val_loss: 0.0312058 | Time: 5319.53 ms [2021-06-05 09:21:56 main:574] : INFO : Epoch 1821 | loss: 0.0311058 | val_loss: 0.0312001 | Time: 5373.93 ms [2021-06-05 09:22:01 main:574] : INFO : Epoch 1822 | loss: 0.0311043 | val_loss: 0.0311968 | Time: 5362.17 ms [2021-06-05 09:22:07 main:574] : INFO : Epoch 1823 | loss: 0.0310965 | val_loss: 0.0312114 | Time: 5281.06 ms [2021-06-05 09:22:15 main:574] : INFO : Epoch 1824 | loss: 0.0310998 | val_loss: 0.0312066 | Time: 6718.42 ms [2021-06-05 09:22:23 main:574] : INFO : Epoch 1825 | loss: 0.0311008 | val_loss: 0.0311951 | Time: 6548.29 ms [2021-06-05 09:22:29 main:574] : INFO : Epoch 1826 | loss: 0.0310983 | val_loss: 0.0312028 | Time: 6233.05 ms [2021-06-05 09:22:36 main:574] : INFO : Epoch 1827 | loss: 0.0310907 | val_loss: 0.0312114 | Time: 5265.04 ms [2021-06-05 09:22:42 main:574] : INFO : Epoch 1828 | loss: 0.0310937 | val_loss: 0.0311929 | Time: 5255.27 ms [2021-06-05 09:22:47 main:574] : INFO : Epoch 1829 | loss: 0.0310908 | val_loss: 0.031215 | Time: 5266.75 ms [2021-06-05 09:22:53 main:574] : INFO : Epoch 1830 | loss: 0.0310941 | val_loss: 0.031202 | Time: 5268.49 ms [2021-06-05 09:22:59 main:574] : INFO : Epoch 1831 | loss: 0.0310914 | val_loss: 0.0312046 | Time: 5290.31 ms [2021-06-05 09:23:05 main:574] : INFO : Epoch 1832 | loss: 0.0310899 | val_loss: 0.031222 | Time: 5276.24 ms [2021-06-05 09:23:11 main:574] : INFO : Epoch 1833 | loss: 0.0310912 | val_loss: 0.0312032 | Time: 5276.96 ms [2021-06-05 09:23:16 main:574] : INFO : Epoch 1834 | loss: 0.0310919 | val_loss: 0.0312043 | Time: 5318.64 ms [2021-06-05 09:23:23 main:574] : INFO : Epoch 1835 | loss: 0.0310946 | val_loss: 0.0312055 | Time: 5315.88 ms [2021-06-05 09:23:29 main:574] : INFO : Epoch 1836 | loss: 0.0310933 | val_loss: 0.0312076 | Time: 5258.36 ms [2021-06-05 09:23:35 main:574] : INFO : Epoch 1837 | loss: 0.0311083 | val_loss: 0.0311888 | Time: 5264.55 ms [2021-06-05 09:23:40 main:574] : INFO : Epoch 1838 | loss: 0.0311093 | val_loss: 0.0311935 | Time: 5346.93 ms [2021-06-05 09:23:46 main:574] : INFO : Epoch 1839 | loss: 0.0311053 | val_loss: 0.0312007 | Time: 5262.56 ms [2021-06-05 09:23:51 main:574] : INFO : Epoch 1840 | loss: 0.0310963 | val_loss: 0.0312146 | Time: 5278.33 ms [2021-06-05 09:23:58 main:574] : INFO : Epoch 1841 | loss: 0.0310937 | val_loss: 0.0311934 | Time: 5354.47 ms [2021-06-05 09:24:05 main:574] : INFO : Epoch 1842 | loss: 0.0310975 | val_loss: 0.0312137 | Time: 5632.12 ms [2021-06-05 09:24:12 main:574] : INFO : Epoch 1843 | loss: 0.0310951 | val_loss: 0.0312148 | Time: 5804.38 ms [2021-06-05 09:24:18 main:574] : INFO : Epoch 1844 | loss: 0.0310934 | val_loss: 0.0311917 | Time: 5412.91 ms [2021-06-05 09:24:24 main:574] : INFO : Epoch 1845 | loss: 0.0310923 | val_loss: 0.0312052 | Time: 5782.77 ms [2021-06-05 09:24:32 main:574] : INFO : Epoch 1846 | loss: 0.0310944 | val_loss: 0.0312017 | Time: 6679.93 ms [2021-06-05 09:24:53 main:574] : INFO : Epoch 1847 | loss: 0.0310997 | val_loss: 0.0312082 | Time: 19107.3 ms [2021-06-05 09:25:10 main:574] : INFO : Epoch 1848 | loss: 0.0310908 | val_loss: 0.0312188 | Time: 14372.1 ms [2021-06-05 09:25:15 main:574] : INFO : Epoch 1849 | loss: 0.0310924 | val_loss: 0.031207 | Time: 5343.44 ms [2021-06-05 09:25:21 main:574] : INFO : Epoch 1850 | loss: 0.031091 | val_loss: 0.0312078 | Time: 5282.26 ms [2021-06-05 09:25:27 main:574] : INFO : Epoch 1851 | loss: 0.0310926 | val_loss: 0.0312096 | Time: 5376.01 ms [2021-06-05 09:25:35 main:574] : INFO : Epoch 1852 | loss: 0.0310916 | val_loss: 0.0312 | Time: 6189.65 ms [2021-06-05 09:25:41 main:574] : INFO : Epoch 1853 | loss: 0.0310955 | val_loss: 0.0312134 | Time: 6058.68 ms [2021-06-05 09:25:47 main:574] : INFO : Epoch 1854 | loss: 0.0310903 | val_loss: 0.0312037 | Time: 6055.73 ms [2021-06-05 09:25:53 main:574] : INFO : Epoch 1855 | loss: 0.0310898 | val_loss: 0.0312011 | Time: 5439.86 ms [2021-06-05 09:25:59 main:574] : INFO : Epoch 1856 | loss: 0.0311003 | val_loss: 0.031212 | Time: 5581.73 ms [2021-06-05 09:26:06 main:574] : INFO : Epoch 1857 | loss: 0.0310983 | val_loss: 0.0311889 | Time: 6996.21 ms [2021-06-05 09:26:42 main:574] : INFO : Epoch 1858 | loss: 0.0310931 | val_loss: 0.0312045 | Time: 21786.2 ms [2021-06-05 09:26:47 main:574] : INFO : Epoch 1859 | loss: 0.0311144 | val_loss: 0.031179 | Time: 5356.71 ms [2021-06-05 09:26:53 main:574] : INFO : Epoch 1860 | loss: 0.0311487 | val_loss: 0.0311722 | Time: 5250.64 ms [2021-06-05 09:26:59 main:574] : INFO : Epoch 1861 | loss: 0.0311445 | val_loss: 0.0311749 | Time: 5351.21 ms [2021-06-05 09:27:10 main:574] : INFO : Epoch 1862 | loss: 0.0311424 | val_loss: 0.0311745 | Time: 10383.1 ms [2021-06-05 09:27:16 main:574] : INFO : Epoch 1863 | loss: 0.0311351 | val_loss: 0.0311737 | Time: 6184.61 ms [2021-06-05 09:27:23 main:574] : INFO : Epoch 1864 | loss: 0.0311317 | val_loss: 0.0311708 | Time: 5855.94 ms [2021-06-05 09:27:29 main:574] : INFO : Epoch 1865 | loss: 0.0311308 | val_loss: 0.0311761 | Time: 5969.85 ms [2021-06-05 09:27:35 main:574] : INFO : Epoch 1866 | loss: 0.0311304 | val_loss: 0.0311772 | Time: 5466.45 ms [2021-06-05 09:27:40 main:574] : INFO : Epoch 1867 | loss: 0.0311265 | val_loss: 0.0311751 | Time: 5324.87 ms [2021-06-05 09:27:46 main:574] : INFO : Epoch 1868 | loss: 0.0311273 | val_loss: 0.0311729 | Time: 5370.08 ms [2021-06-05 09:27:51 main:574] : INFO : Epoch 1869 | loss: 0.0311247 | val_loss: 0.0311789 | Time: 5318.22 ms [2021-06-05 09:27:57 main:574] : INFO : Epoch 1870 | loss: 0.031123 | val_loss: 0.0311824 | Time: 5324.7 ms [2021-06-05 09:28:02 main:574] : INFO : Epoch 1871 | loss: 0.0311211 | val_loss: 0.0311781 | Time: 5356 ms [2021-06-05 09:28:08 main:574] : INFO : Epoch 1872 | loss: 0.0311214 | val_loss: 0.0311791 | Time: 5471.39 ms [2021-06-05 09:28:14 main:574] : INFO : Epoch 1873 | loss: 0.0311232 | val_loss: 0.031183 | Time: 5370.36 ms [2021-06-05 09:28:20 main:574] : INFO : Epoch 1874 | loss: 0.0311216 | val_loss: 0.0311802 | Time: 5612.52 ms [2021-06-05 09:28:27 main:574] : INFO : Epoch 1875 | loss: 0.0311229 | val_loss: 0.0311794 | Time: 6434.79 ms [2021-06-05 09:28:33 main:574] : INFO : Epoch 1876 | loss: 0.0311177 | val_loss: 0.0311808 | Time: 5352.37 ms [2021-06-05 09:28:38 main:574] : INFO : Epoch 1877 | loss: 0.0311186 | val_loss: 0.0311798 | Time: 5347.99 ms [2021-06-05 09:28:44 main:574] : INFO : Epoch 1878 | loss: 0.0311161 | val_loss: 0.031186 | Time: 5276.33 ms [2021-06-05 09:28:49 main:574] : INFO : Epoch 1879 | loss: 0.0311169 | val_loss: 0.0311823 | Time: 5516.5 ms [2021-06-05 09:28:55 main:574] : INFO : Epoch 1880 | loss: 0.0311147 | val_loss: 0.0311833 | Time: 5430.74 ms [2021-06-05 09:29:00 main:574] : INFO : Epoch 1881 | loss: 0.0311156 | val_loss: 0.0311789 | Time: 5302.55 ms [2021-06-05 09:29:06 main:574] : INFO : Epoch 1882 | loss: 0.0311125 | val_loss: 0.0311852 | Time: 5656.71 ms [2021-06-05 09:29:12 main:574] : INFO : Epoch 1883 | loss: 0.0311159 | val_loss: 0.0311809 | Time: 5615.35 ms [2021-06-05 09:29:19 main:574] : INFO : Epoch 1884 | loss: 0.0311146 | val_loss: 0.0311821 | Time: 5628.03 ms [2021-06-05 09:29:25 main:574] : INFO : Epoch 1885 | loss: 0.0311142 | val_loss: 0.0311852 | Time: 5370.9 ms [2021-06-05 09:29:31 main:574] : INFO : Epoch 1886 | loss: 0.0311186 | val_loss: 0.0311905 | Time: 5314.11 ms [2021-06-05 09:29:37 main:574] : INFO : Epoch 1887 | loss: 0.031117 | val_loss: 0.0311833 | Time: 5645.53 ms [2021-06-05 09:29:42 main:574] : INFO : Epoch 1888 | loss: 0.0311141 | val_loss: 0.0311855 | Time: 5343.59 ms [2021-06-05 09:29:48 main:574] : INFO : Epoch 1889 | loss: 0.0311169 | val_loss: 0.031184 | Time: 5317.52 ms [2021-06-05 09:29:54 main:574] : INFO : Epoch 1890 | loss: 0.0311153 | val_loss: 0.0311839 | Time: 5552.5 ms [2021-06-05 09:30:00 main:574] : INFO : Epoch 1891 | loss: 0.0311147 | val_loss: 0.0311816 | Time: 5366.76 ms [2021-06-05 09:30:05 main:574] : INFO : Epoch 1892 | loss: 0.0311127 | val_loss: 0.0311855 | Time: 5288.4 ms [2021-06-05 09:30:11 main:574] : INFO : Epoch 1893 | loss: 0.0311128 | val_loss: 0.031186 | Time: 5286.3 ms [2021-06-05 09:30:17 main:574] : INFO : Epoch 1894 | loss: 0.0311214 | val_loss: 0.0311835 | Time: 5315.03 ms [2021-06-05 09:30:23 main:574] : INFO : Epoch 1895 | loss: 0.0311168 | val_loss: 0.0311879 | Time: 5286.06 ms [2021-06-05 09:30:29 main:574] : INFO : Epoch 1896 | loss: 0.0311128 | val_loss: 0.0311893 | Time: 5317.74 ms [2021-06-05 09:30:35 main:574] : INFO : Epoch 1897 | loss: 0.0311135 | val_loss: 0.0311958 | Time: 5244.02 ms [2021-06-05 09:30:40 main:574] : INFO : Epoch 1898 | loss: 0.0311129 | val_loss: 0.0311901 | Time: 5313.03 ms [2021-06-05 09:30:46 main:574] : INFO : Epoch 1899 | loss: 0.0311124 | val_loss: 0.0311888 | Time: 5297.84 ms [2021-06-05 09:30:52 main:574] : INFO : Epoch 1900 | loss: 0.0311097 | val_loss: 0.0311854 | Time: 5318.1 ms [2021-06-05 09:30:58 main:574] : INFO : Epoch 1901 | loss: 0.0311106 | val_loss: 0.0311949 | Time: 5358.23 ms [2021-06-05 09:31:03 main:574] : INFO : Epoch 1902 | loss: 0.0311118 | val_loss: 0.0311973 | Time: 5254.06 ms [2021-06-05 09:31:09 main:574] : INFO : Epoch 1903 | loss: 0.03111 | val_loss: 0.0311851 | Time: 5244.38 ms [2021-06-05 09:31:15 main:574] : INFO : Epoch 1904 | loss: 0.0311155 | val_loss: 0.0311856 | Time: 5339.19 ms [2021-06-05 09:31:21 main:574] : INFO : Epoch 1905 | loss: 0.031117 | val_loss: 0.0311968 | Time: 5302.34 ms [2021-06-05 09:31:26 main:574] : INFO : Epoch 1906 | loss: 0.0311078 | val_loss: 0.0311876 | Time: 5331.33 ms [2021-06-05 09:31:33 main:574] : INFO : Epoch 1907 | loss: 0.0311071 | val_loss: 0.0311971 | Time: 5357.1 ms [2021-06-05 09:31:39 main:574] : INFO : Epoch 1908 | loss: 0.0311054 | val_loss: 0.0311907 | Time: 5262.79 ms [2021-06-05 09:31:45 main:574] : INFO : Epoch 1909 | loss: 0.0311043 | val_loss: 0.0311926 | Time: 5250.1 ms [2021-06-05 09:31:50 main:574] : INFO : Epoch 1910 | loss: 0.0311027 | val_loss: 0.0312005 | Time: 5311.52 ms [2021-06-05 09:31:56 main:574] : INFO : Epoch 1911 | loss: 0.0311046 | val_loss: 0.0311987 | Time: 5365.12 ms [2021-06-05 09:32:02 main:574] : INFO : Epoch 1912 | loss: 0.0311015 | val_loss: 0.031191 | Time: 5327.91 ms [2021-06-05 09:32:07 main:574] : INFO : Epoch 1913 | loss: 0.0311105 | val_loss: 0.0311994 | Time: 5342.34 ms [2021-06-05 09:32:13 main:574] : INFO : Epoch 1914 | loss: 0.0311157 | val_loss: 0.0311867 | Time: 5351.28 ms [2021-06-05 09:32:18 main:574] : INFO : Epoch 1915 | loss: 0.0311155 | val_loss: 0.0311922 | Time: 5286.23 ms [2021-06-05 09:32:24 main:574] : INFO : Epoch 1916 | loss: 0.031111 | val_loss: 0.0311968 | Time: 5251.49 ms [2021-06-05 09:32:30 main:574] : INFO : Epoch 1917 | loss: 0.0311025 | val_loss: 0.0311964 | Time: 5409.31 ms [2021-06-05 09:32:36 main:574] : INFO : Epoch 1918 | loss: 0.031104 | val_loss: 0.0312042 | Time: 5350.48 ms [2021-06-05 09:32:42 main:574] : INFO : Epoch 1919 | loss: 0.031102 | val_loss: 0.0312046 | Time: 5314.75 ms [2021-06-05 09:32:47 main:574] : INFO : Epoch 1920 | loss: 0.031103 | val_loss: 0.0311956 | Time: 5268.07 ms [2021-06-05 09:32:53 main:574] : INFO : Epoch 1921 | loss: 0.0311044 | val_loss: 0.0312096 | Time: 5297.55 ms [2021-06-05 09:32:58 main:574] : INFO : Epoch 1922 | loss: 0.0310969 | val_loss: 0.0311994 | Time: 5286.01 ms [2021-06-05 09:33:04 main:574] : INFO : Epoch 1923 | loss: 0.0310993 | val_loss: 0.0311892 | Time: 5370.45 ms [2021-06-05 09:33:11 main:574] : INFO : Epoch 1924 | loss: 0.0311029 | val_loss: 0.0311961 | Time: 5325.27 ms [2021-06-05 09:33:16 main:574] : INFO : Epoch 1925 | loss: 0.0311359 | val_loss: 0.0311789 | Time: 5343.33 ms [2021-06-05 09:33:22 main:574] : INFO : Epoch 1926 | loss: 0.0311322 | val_loss: 0.0311843 | Time: 5284.07 ms [2021-06-05 09:33:28 main:574] : INFO : Epoch 1927 | loss: 0.031127 | val_loss: 0.0311931 | Time: 5343.36 ms [2021-06-05 09:33:34 main:574] : INFO : Epoch 1928 | loss: 0.0311215 | val_loss: 0.0311907 | Time: 5279.43 ms [2021-06-05 09:33:40 main:574] : INFO : Epoch 1929 | loss: 0.0311142 | val_loss: 0.0312005 | Time: 5336.6 ms [2021-06-05 09:33:46 main:574] : INFO : Epoch 1930 | loss: 0.0311032 | val_loss: 0.0312151 | Time: 5278.95 ms [2021-06-05 09:33:53 main:574] : INFO : Epoch 1931 | loss: 0.0311086 | val_loss: 0.0312017 | Time: 5373.44 ms [2021-06-05 09:33:59 main:574] : INFO : Epoch 1932 | loss: 0.0311063 | val_loss: 0.0312237 | Time: 5288.64 ms [2021-06-05 09:34:04 main:574] : INFO : Epoch 1933 | loss: 0.031107 | val_loss: 0.0312111 | Time: 5333.05 ms [2021-06-05 09:34:11 main:574] : INFO : Epoch 1934 | loss: 0.0310955 | val_loss: 0.0311988 | Time: 5313.58 ms [2021-06-05 09:34:17 main:574] : INFO : Epoch 1935 | loss: 0.0310949 | val_loss: 0.0312021 | Time: 5275.33 ms [2021-06-05 09:34:22 main:574] : INFO : Epoch 1936 | loss: 0.0310971 | val_loss: 0.0312016 | Time: 5334.73 ms [2021-06-05 09:34:28 main:574] : INFO : Epoch 1937 | loss: 0.0310921 | val_loss: 0.0312047 | Time: 5461.23 ms [2021-06-05 09:34:33 main:574] : INFO : Epoch 1938 | loss: 0.0310953 | val_loss: 0.0312176 | Time: 5397.13 ms [2021-06-05 09:34:39 main:574] : INFO : Epoch 1939 | loss: 0.0310968 | val_loss: 0.0311975 | Time: 5267.67 ms [2021-06-05 09:34:45 main:574] : INFO : Epoch 1940 | loss: 0.0310955 | val_loss: 0.0312161 | Time: 5275.99 ms [2021-06-05 09:34:51 main:574] : INFO : Epoch 1941 | loss: 0.0310955 | val_loss: 0.0311993 | Time: 5574.05 ms [2021-06-05 09:34:57 main:574] : INFO : Epoch 1942 | loss: 0.0310948 | val_loss: 0.0312026 | Time: 5375.95 ms [2021-06-05 09:35:02 main:574] : INFO : Epoch 1943 | loss: 0.0310928 | val_loss: 0.0312002 | Time: 5392.74 ms [2021-06-05 09:35:08 main:574] : INFO : Epoch 1944 | loss: 0.0310954 | val_loss: 0.0311927 | Time: 5358.39 ms [2021-06-05 09:35:14 main:574] : INFO : Epoch 1945 | loss: 0.0310973 | val_loss: 0.0311902 | Time: 5313.13 ms [2021-06-05 09:35:20 main:574] : INFO : Epoch 1946 | loss: 0.0311012 | val_loss: 0.0312003 | Time: 5339.37 ms [2021-06-05 09:35:26 main:574] : INFO : Epoch 1947 | loss: 0.0311033 | val_loss: 0.0311906 | Time: 5362.03 ms [2021-06-05 09:35:32 main:574] : INFO : Epoch 1948 | loss: 0.0310989 | val_loss: 0.031204 | Time: 5277.12 ms [2021-06-05 09:35:39 main:574] : INFO : Epoch 1949 | loss: 0.0310974 | val_loss: 0.0311996 | Time: 5292.55 ms [2021-06-05 09:35:45 main:574] : INFO : Epoch 1950 | loss: 0.0311006 | val_loss: 0.0312074 | Time: 5360.53 ms [2021-06-05 09:35:51 main:574] : INFO : Epoch 1951 | loss: 0.031095 | val_loss: 0.031206 | Time: 5246.79 ms [2021-06-05 09:35:56 main:574] : INFO : Epoch 1952 | loss: 0.0310918 | val_loss: 0.031198 | Time: 5375.11 ms [2021-06-05 09:36:02 main:574] : INFO : Epoch 1953 | loss: 0.0310951 | val_loss: 0.0312112 | Time: 5386.91 ms [2021-06-05 09:36:08 main:574] : INFO : Epoch 1954 | loss: 0.0310911 | val_loss: 0.0312058 | Time: 5283.78 ms [2021-06-05 09:36:14 main:574] : INFO : Epoch 1955 | loss: 0.0310961 | val_loss: 0.0311914 | Time: 5352.56 ms [2021-06-05 09:36:20 main:574] : INFO : Epoch 1956 | loss: 0.0310956 | val_loss: 0.0312165 | Time: 5300.7 ms [2021-06-05 09:36:25 main:574] : INFO : Epoch 1957 | loss: 0.0310968 | val_loss: 0.0312015 | Time: 5227.79 ms [2021-06-05 09:36:31 main:574] : INFO : Epoch 1958 | loss: 0.0311029 | val_loss: 0.0311966 | Time: 5324.53 ms [2021-06-05 09:36:37 main:574] : INFO : Epoch 1959 | loss: 0.0311071 | val_loss: 0.0312144 | Time: 5360.34 ms [2021-06-05 09:36:43 main:574] : INFO : Epoch 1960 | loss: 0.031107 | val_loss: 0.0312073 | Time: 5370.95 ms [2021-06-05 09:36:50 main:574] : INFO : Epoch 1961 | loss: 0.0310999 | val_loss: 0.0312268 | Time: 5336.56 ms [2021-06-05 09:36:55 main:574] : INFO : Epoch 1962 | loss: 0.0311627 | val_loss: 0.0311908 | Time: 5235.81 ms [2021-06-05 09:37:01 main:574] : INFO : Epoch 1963 | loss: 0.0311529 | val_loss: 0.0312014 | Time: 5292.47 ms [2021-06-05 09:37:08 main:574] : INFO : Epoch 1964 | loss: 0.0311419 | val_loss: 0.0311772 | Time: 5602.76 ms [2021-06-05 09:37:13 main:574] : INFO : Epoch 1965 | loss: 0.0311373 | val_loss: 0.0311747 | Time: 5297.88 ms [2021-06-05 09:37:19 main:574] : INFO : Epoch 1966 | loss: 0.0311275 | val_loss: 0.0311876 | Time: 5278.9 ms [2021-06-05 09:37:25 main:574] : INFO : Epoch 1967 | loss: 0.0311235 | val_loss: 0.0311871 | Time: 5364.08 ms [2021-06-05 09:37:31 main:574] : INFO : Epoch 1968 | loss: 0.0311142 | val_loss: 0.0311975 | Time: 5352.23 ms [2021-06-05 09:37:38 main:574] : INFO : Epoch 1969 | loss: 0.0311075 | val_loss: 0.0312041 | Time: 5319.94 ms [2021-06-05 09:37:43 main:574] : INFO : Epoch 1970 | loss: 0.0311049 | val_loss: 0.0311957 | Time: 5276.34 ms [2021-06-05 09:37:48 main:574] : INFO : Epoch 1971 | loss: 0.0311124 | val_loss: 0.0311966 | Time: 5306.61 ms [2021-06-05 09:37:54 main:574] : INFO : Epoch 1972 | loss: 0.0311106 | val_loss: 0.0312047 | Time: 5301.08 ms [2021-06-05 09:38:00 main:574] : INFO : Epoch 1973 | loss: 0.0311019 | val_loss: 0.0312057 | Time: 5464.93 ms [2021-06-05 09:38:05 main:574] : INFO : Epoch 1974 | loss: 0.0310973 | val_loss: 0.0311996 | Time: 5375.76 ms [2021-06-05 09:38:11 main:574] : INFO : Epoch 1975 | loss: 0.0311009 | val_loss: 0.0312031 | Time: 5212.32 ms [2021-06-05 09:38:17 main:574] : INFO : Epoch 1976 | loss: 0.0310987 | val_loss: 0.0311955 | Time: 5423.32 ms [2021-06-05 09:38:22 main:574] : INFO : Epoch 1977 | loss: 0.0310973 | val_loss: 0.0312237 | Time: 5242.28 ms [2021-06-05 09:38:28 main:574] : INFO : Epoch 1978 | loss: 0.0311006 | val_loss: 0.0311991 | Time: 5365.3 ms [2021-06-05 09:38:34 main:574] : INFO : Epoch 1979 | loss: 0.031097 | val_loss: 0.0312128 | Time: 5288.05 ms [2021-06-05 09:38:39 main:574] : INFO : Epoch 1980 | loss: 0.0310976 | val_loss: 0.0311999 | Time: 5343.39 ms [2021-06-05 09:38:45 main:574] : INFO : Epoch 1981 | loss: 0.0311012 | val_loss: 0.0311986 | Time: 5286.66 ms [2021-06-05 09:38:50 main:574] : INFO : Epoch 1982 | loss: 0.0311073 | val_loss: 0.0312027 | Time: 5282.48 ms [2021-06-05 09:38:56 main:574] : INFO : Epoch 1983 | loss: 0.0310964 | val_loss: 0.0312006 | Time: 5274.24 ms [2021-06-05 09:39:01 main:574] : INFO : Epoch 1984 | loss: 0.0310946 | val_loss: 0.0312108 | Time: 5298.51 ms [2021-06-05 09:39:08 main:574] : INFO : Epoch 1985 | loss: 0.031091 | val_loss: 0.0312123 | Time: 5265.17 ms [2021-06-05 09:39:13 main:574] : INFO : Epoch 1986 | loss: 0.0310911 | val_loss: 0.0312039 | Time: 5312.06 ms [2021-06-05 09:39:19 main:574] : INFO : Epoch 1987 | loss: 0.0310987 | val_loss: 0.0311973 | Time: 5300.26 ms [2021-06-05 09:39:25 main:574] : INFO : Epoch 1988 | loss: 0.0310916 | val_loss: 0.0312043 | Time: 5465.69 ms [2021-06-05 09:39:30 main:574] : INFO : Epoch 1989 | loss: 0.0310892 | val_loss: 0.0311999 | Time: 5462.05 ms [2021-06-05 09:39:37 main:574] : INFO : Epoch 1990 | loss: 0.0310982 | val_loss: 0.0312043 | Time: 5303.86 ms [2021-06-05 09:39:42 main:574] : INFO : Epoch 1991 | loss: 0.0310937 | val_loss: 0.0312006 | Time: 5275.95 ms [2021-06-05 09:39:48 main:574] : INFO : Epoch 1992 | loss: 0.0310946 | val_loss: 0.0312078 | Time: 5363.24 ms [2021-06-05 09:39:55 main:574] : INFO : Epoch 1993 | loss: 0.0310948 | val_loss: 0.0312132 | Time: 5446.35 ms [2021-06-05 09:40:01 main:574] : INFO : Epoch 1994 | loss: 0.0310964 | val_loss: 0.031202 | Time: 5304.98 ms [2021-06-05 09:40:07 main:574] : INFO : Epoch 1995 | loss: 0.0310882 | val_loss: 0.0312108 | Time: 5444.08 ms [2021-06-05 09:40:13 main:574] : INFO : Epoch 1996 | loss: 0.0310886 | val_loss: 0.0312071 | Time: 5588.51 ms [2021-06-05 09:40:18 main:574] : INFO : Epoch 1997 | loss: 0.0310913 | val_loss: 0.031208 | Time: 5262.72 ms [2021-06-05 09:40:24 main:574] : INFO : Epoch 1998 | loss: 0.0310892 | val_loss: 0.0312443 | Time: 5457.2 ms [2021-06-05 09:40:30 main:574] : INFO : Epoch 1999 | loss: 0.0311161 | val_loss: 0.0311974 | Time: 5633.45 ms [2021-06-05 09:40:35 main:574] : INFO : Epoch 2000 | loss: 0.0311115 | val_loss: 0.0312005 | Time: 5301.26 ms [2021-06-05 09:40:41 main:574] : INFO : Epoch 2001 | loss: 0.031106 | val_loss: 0.0312024 | Time: 5358.55 ms [2021-06-05 09:40:46 main:574] : INFO : Epoch 2002 | loss: 0.0310952 | val_loss: 0.0312102 | Time: 5324.95 ms [2021-06-05 09:40:52 main:574] : INFO : Epoch 2003 | loss: 0.03109 | val_loss: 0.0312026 | Time: 5363.3 ms [2021-06-05 09:40:59 main:574] : INFO : Epoch 2004 | loss: 0.0310908 | val_loss: 0.0312119 | Time: 6012.9 ms [2021-06-05 09:41:09 main:574] : INFO : Epoch 2005 | loss: 0.0310974 | val_loss: 0.031217 | Time: 8657.31 ms [2021-06-05 09:41:16 main:574] : INFO : Epoch 2006 | loss: 0.0310953 | val_loss: 0.0312044 | Time: 6624.75 ms [2021-06-05 09:41:22 main:574] : INFO : Epoch 2007 | loss: 0.0310889 | val_loss: 0.0312145 | Time: 6302.95 ms [2021-06-05 09:41:29 main:574] : INFO : Epoch 2008 | loss: 0.0311026 | val_loss: 0.0312067 | Time: 6784.75 ms [2021-06-05 09:41:37 main:574] : INFO : Epoch 2009 | loss: 0.0311061 | val_loss: 0.0312114 | Time: 6506.36 ms [2021-06-05 09:41:43 main:574] : INFO : Epoch 2010 | loss: 0.0310973 | val_loss: 0.0311957 | Time: 6010.25 ms [2021-06-05 09:41:49 main:574] : INFO : Epoch 2011 | loss: 0.0310982 | val_loss: 0.0312091 | Time: 5980.62 ms [2021-06-05 09:41:58 main:574] : INFO : Epoch 2012 | loss: 0.031094 | val_loss: 0.0312103 | Time: 7362.37 ms [2021-06-05 09:42:06 main:574] : INFO : Epoch 2013 | loss: 0.031088 | val_loss: 0.0312054 | Time: 6991.18 ms [2021-06-05 09:42:16 main:574] : INFO : Epoch 2014 | loss: 0.031093 | val_loss: 0.0312138 | Time: 8567.49 ms [2021-06-05 09:42:24 main:574] : INFO : Epoch 2015 | loss: 0.0310882 | val_loss: 0.0312125 | Time: 6749.09 ms [2021-06-05 09:42:30 main:574] : INFO : Epoch 2016 | loss: 0.0310884 | val_loss: 0.0312014 | Time: 5763.79 ms [2021-06-05 09:42:36 main:574] : INFO : Epoch 2017 | loss: 0.0310959 | val_loss: 0.0312016 | Time: 5397.37 ms [2021-06-05 09:42:42 main:574] : INFO : Epoch 2018 | loss: 0.0310909 | val_loss: 0.0312005 | Time: 5413.76 ms [2021-06-05 09:42:48 main:574] : INFO : Epoch 2019 | loss: 0.031095 | val_loss: 0.0312073 | Time: 5456.73 ms [2021-06-05 09:42:55 main:574] : INFO : Epoch 2020 | loss: 0.0311114 | val_loss: 0.0311981 | Time: 6093.16 ms [2021-06-05 09:43:02 main:574] : INFO : Epoch 2021 | loss: 0.0311095 | val_loss: 0.0312002 | Time: 6476.3 ms [2021-06-05 09:43:07 main:574] : INFO : Epoch 2022 | loss: 0.0311021 | val_loss: 0.0311982 | Time: 5479.84 ms [2021-06-05 09:43:13 main:574] : INFO : Epoch 2023 | loss: 0.0311046 | val_loss: 0.0312198 | Time: 5691.83 ms [2021-06-05 09:43:18 main:574] : INFO : Epoch 2024 | loss: 0.0311045 | val_loss: 0.0312026 | Time: 5343.56 ms [2021-06-05 09:43:25 main:574] : INFO : Epoch 2025 | loss: 0.0310986 | val_loss: 0.0312038 | Time: 5647.35 ms [2021-06-05 09:43:32 main:574] : INFO : Epoch 2026 | loss: 0.0311037 | val_loss: 0.0312096 | Time: 6011.36 ms [2021-06-05 09:43:38 main:574] : INFO : Epoch 2027 | loss: 0.0310986 | val_loss: 0.0312026 | Time: 5882.29 ms [2021-06-05 09:43:45 main:574] : INFO : Epoch 2028 | loss: 0.0310961 | val_loss: 0.0312072 | Time: 6075.28 ms [2021-06-05 09:43:51 main:574] : INFO : Epoch 2029 | loss: 0.0310926 | val_loss: 0.031203 | Time: 5416.41 ms [2021-06-05 09:43:57 main:574] : INFO : Epoch 2030 | loss: 0.0310929 | val_loss: 0.0312157 | Time: 5459.53 ms [2021-06-05 09:44:03 main:574] : INFO : Epoch 2031 | loss: 0.0310974 | val_loss: 0.0312048 | Time: 5484.98 ms [2021-06-05 09:44:10 main:574] : INFO : Epoch 2032 | loss: 0.0310909 | val_loss: 0.0312146 | Time: 5551.57 ms [2021-06-05 09:44:16 main:574] : INFO : Epoch 2033 | loss: 0.0310896 | val_loss: 0.0312106 | Time: 5718.92 ms [2021-06-05 09:44:23 main:574] : INFO : Epoch 2034 | loss: 0.0311032 | val_loss: 0.0311939 | Time: 5637.7 ms [2021-06-05 09:44:29 main:574] : INFO : Epoch 2035 | loss: 0.0311217 | val_loss: 0.0311863 | Time: 5698.87 ms [2021-06-05 09:44:34 main:574] : INFO : Epoch 2036 | loss: 0.0311154 | val_loss: 0.0312021 | Time: 5390.5 ms [2021-06-05 09:44:40 main:574] : INFO : Epoch 2037 | loss: 0.0311055 | val_loss: 0.0311965 | Time: 5439.94 ms [2021-06-05 09:44:48 main:574] : INFO : Epoch 2038 | loss: 0.0310991 | val_loss: 0.0312059 | Time: 6363.92 ms [2021-06-05 09:44:55 main:574] : INFO : Epoch 2039 | loss: 0.0310955 | val_loss: 0.0312046 | Time: 6660.05 ms [2021-06-05 09:45:03 main:574] : INFO : Epoch 2040 | loss: 0.0310949 | val_loss: 0.0312041 | Time: 7270.7 ms [2021-06-05 09:45:10 main:574] : INFO : Epoch 2041 | loss: 0.0311004 | val_loss: 0.0312171 | Time: 6573.9 ms [2021-06-05 09:45:17 main:574] : INFO : Epoch 2042 | loss: 0.0311007 | val_loss: 0.031199 | Time: 6052.02 ms [2021-06-05 09:45:25 main:574] : INFO : Epoch 2043 | loss: 0.0310957 | val_loss: 0.0312162 | Time: 7200.96 ms [2021-06-05 09:45:31 main:574] : INFO : Epoch 2044 | loss: 0.0310998 | val_loss: 0.0311957 | Time: 5429.4 ms [2021-06-05 09:45:36 main:574] : INFO : Epoch 2045 | loss: 0.0311017 | val_loss: 0.0312045 | Time: 5549.13 ms [2021-06-05 09:45:43 main:574] : INFO : Epoch 2046 | loss: 0.0310998 | val_loss: 0.031209 | Time: 6549.64 ms [2021-06-05 09:45:49 main:574] : INFO : Epoch 2047 | loss: 0.0310946 | val_loss: 0.031211 | Time: 5776.86 ms [2021-06-05 09:45:55 main:574] : INFO : Epoch 2048 | loss: 0.0310897 | val_loss: 0.031216 | Time: 5911.13 ms [2021-06-05 09:45:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031216 [2021-06-05 09:45:56 main:603] : INFO : Saving end state to config to file [2021-06-05 09:45:56 main:608] : INFO : Success, exiting.. 09:45:56 (13628): 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)