Task 10265242
| Name | ParityModified-1638637416-24574-2-0_0 |
| Workunit | 7622020 |
| Created | 30 Dec 2021, 4:07:21 UTC |
| Sent | 14 Jan 2022, 20:30:01 UTC |
| Report deadline | 22 Jan 2022, 20:30:01 UTC |
| Received | 14 Sep 2022, 15:14:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9200 |
| Run time | 2 hours 6 min 53 sec |
| CPU time | 2 hours 3 min 29 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 6,466.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.84 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 6 | Time: 2100.69 ms [2022-01-28 21:22:11 main:574] : INFO : Epoch 1651 | loss: 0.0312279 | val_loss: 0.0312228 | Time: 2097.73 ms [2022-01-28 21:22:13 main:574] : INFO : Epoch 1652 | loss: 0.0312227 | val_loss: 0.0312196 | Time: 2097.83 ms [2022-01-28 21:22:15 main:574] : INFO : Epoch 1653 | loss: 0.0312183 | val_loss: 0.0312127 | Time: 2092.69 ms [2022-01-28 21:22:18 main:574] : INFO : Epoch 1654 | loss: 0.0312125 | val_loss: 0.0312092 | Time: 2086.4 ms [2022-01-28 21:22:20 main:574] : INFO : Epoch 1655 | loss: 0.0312084 | val_loss: 0.0312031 | Time: 2067.52 ms [2022-01-28 21:22:22 main:574] : INFO : Epoch 1656 | loss: 0.0312031 | val_loss: 0.0311986 | Time: 2186.42 ms [2022-01-28 21:22:24 main:574] : INFO : Epoch 1657 | loss: 0.0312007 | val_loss: 0.0311989 | Time: 2200.5 ms [2022-01-28 21:22:26 main:574] : INFO : Epoch 1658 | loss: 0.0311963 | val_loss: 0.0311903 | Time: 2087.69 ms [2022-01-28 21:22:28 main:574] : INFO : Epoch 1659 | loss: 0.0311911 | val_loss: 0.0311891 | Time: 2100.76 ms [2022-01-28 21:22:30 main:574] : INFO : Epoch 1660 | loss: 0.0311886 | val_loss: 0.0311839 | Time: 2086.86 ms [2022-01-28 21:22:32 main:574] : INFO : Epoch 1661 | loss: 0.0311857 | val_loss: 0.0311811 | Time: 2097.08 ms [2022-01-28 21:22:35 main:574] : INFO : Epoch 1662 | loss: 0.0311838 | val_loss: 0.0311793 | Time: 2095.76 ms [2022-01-28 21:22:37 main:574] : INFO : Epoch 1663 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 2078.66 ms [2022-01-28 21:22:39 main:574] : INFO : Epoch 1664 | loss: 0.0311821 | val_loss: 0.0311773 | Time: 2095.23 ms [2022-01-28 21:22:41 main:574] : INFO : Epoch 1665 | loss: 0.0311778 | val_loss: 0.0311766 | Time: 2081.7 ms [2022-01-28 21:22:43 main:574] : INFO : Epoch 1666 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 2072.6 ms [2022-01-28 21:22:45 main:574] : INFO : Epoch 1667 | loss: 0.0311779 | val_loss: 0.0311758 | Time: 2080.08 ms [2022-01-28 21:22:47 main:574] : INFO : Epoch 1668 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 2074.06 ms [2022-01-28 21:22:49 main:574] : INFO : Epoch 1669 | loss: 0.0311773 | val_loss: 0.0311791 | Time: 2081.96 ms [2022-01-28 21:22:51 main:574] : INFO : Epoch 1670 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 2088.78 ms [2022-01-28 21:22:53 main:574] : INFO : Epoch 1671 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 2080.13 ms [2022-01-28 21:22:55 main:574] : INFO : Epoch 1672 | loss: 0.0311772 | val_loss: 0.0311749 | Time: 2094.76 ms [2022-01-28 21:22:58 main:574] : INFO : Epoch 1673 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 2070.55 ms [2022-01-28 21:23:00 main:574] : INFO : Epoch 1674 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 2073.9 ms [2022-01-28 21:23:02 main:574] : INFO : Epoch 1675 | loss: 0.0311801 | val_loss: 0.0311798 | Time: 2078.8 ms [2022-01-28 21:23:04 main:574] : INFO : Epoch 1676 | loss: 0.0311833 | val_loss: 0.031186 | Time: 2077.98 ms [2022-01-28 21:23:06 main:574] : INFO : Epoch 1677 | loss: 0.0311831 | val_loss: 0.031183 | Time: 2088.19 ms [2022-01-28 21:23:08 main:574] : INFO : Epoch 1678 | loss: 0.0311839 | val_loss: 0.0311832 | Time: 2088.08 ms [2022-01-28 21:23:10 main:574] : INFO : Epoch 1679 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 2075.06 ms [2022-01-28 21:23:12 main:574] : INFO : Epoch 1680 | loss: 0.0311952 | val_loss: 0.0311914 | Time: 2087.65 ms [2022-01-28 21:23:14 main:574] : INFO : Epoch 1681 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 2118.62 ms [2022-01-28 21:23:16 main:574] : INFO : Epoch 1682 | loss: 0.0311946 | val_loss: 0.0311915 | Time: 2132.17 ms [2022-01-28 21:23:19 main:574] : INFO : Epoch 1683 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 2127.16 ms [2022-01-28 21:23:21 main:574] : INFO : Epoch 1684 | loss: 0.0311922 | val_loss: 0.0311905 | Time: 2151.83 ms [2022-01-28 21:23:24 main:574] : INFO : Epoch 1685 | loss: 0.0311887 | val_loss: 0.0311845 | Time: 3674.04 ms [2022-01-28 21:23:27 main:574] : INFO : Epoch 1686 | loss: 0.0311858 | val_loss: 0.031185 | Time: 2671.12 ms [2022-01-28 21:23:29 main:574] : INFO : Epoch 1687 | loss: 0.0311837 | val_loss: 0.0311821 | Time: 2152.43 ms [2022-01-28 21:23:31 main:574] : INFO : Epoch 1688 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 2117 ms [2022-01-28 21:23:34 main:574] : INFO : Epoch 1689 | loss: 0.0311814 | val_loss: 0.0311829 | Time: 2079.5 ms [2022-01-28 21:23:36 main:574] : INFO : Epoch 1690 | loss: 0.0311825 | val_loss: 0.0311817 | Time: 2106.03 ms [2022-01-28 21:23:38 main:574] : INFO : Epoch 1691 | loss: 0.0311831 | val_loss: 0.031182 | Time: 2096.33 ms [2022-01-28 21:23:40 main:574] : INFO : Epoch 1692 | loss: 0.0311819 | val_loss: 0.0311812 | Time: 2079.46 ms [2022-01-28 21:23:42 main:574] : INFO : Epoch 1693 | loss: 0.0311821 | val_loss: 0.0311828 | Time: 2116.5 ms [2022-01-28 21:23:44 main:574] : INFO : Epoch 1694 | loss: 0.0311801 | val_loss: 0.0311832 | Time: 2078.26 ms [2022-01-28 21:23:46 main:574] : INFO : Epoch 1695 | loss: 0.0311811 | val_loss: 0.0311838 | Time: 2110.95 ms [2022-01-28 21:23:48 main:574] : INFO : Epoch 1696 | loss: 0.031183 | val_loss: 0.031192 | Time: 2110.52 ms [2022-01-28 21:23:50 main:574] : INFO : Epoch 1697 | loss: 0.0311819 | val_loss: 0.0311814 | Time: 2074.55 ms [2022-01-28 21:23:53 main:574] : INFO : Epoch 1698 | loss: 0.0311809 | val_loss: 0.0311818 | Time: 2104.51 ms [2022-01-28 21:23:55 main:574] : INFO : Epoch 1699 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 2081.84 ms [2022-01-28 21:23:57 main:574] : INFO : Epoch 1700 | loss: 0.0311816 | val_loss: 0.0311856 | Time: 2070.57 ms [2022-01-28 21:23:59 main:574] : INFO : Epoch 1701 | loss: 0.0311789 | val_loss: 0.0311806 | Time: 2079.19 ms [2022-01-28 21:24:01 main:574] : INFO : Epoch 1702 | loss: 0.0311777 | val_loss: 0.03118 | Time: 2087.48 ms [2022-01-28 21:24:03 main:574] : INFO : Epoch 1703 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 2085.69 ms [2022-01-28 21:24:05 main:574] : INFO : Epoch 1704 | loss: 0.031178 | val_loss: 0.0311806 | Time: 2099.74 ms [2022-01-28 21:24:07 main:574] : INFO : Epoch 1705 | loss: 0.0311768 | val_loss: 0.0311816 | Time: 2085.74 ms [2022-01-28 21:24:09 main:574] : INFO : Epoch 1706 | loss: 0.0311792 | val_loss: 0.031182 | Time: 2107.1 ms [2022-01-28 21:24:11 main:574] : INFO : Epoch 1707 | loss: 0.0311787 | val_loss: 0.0311902 | Time: 2096.04 ms [2022-01-28 21:24:13 main:574] : INFO : Epoch 1708 | loss: 0.031178 | val_loss: 0.0311795 | Time: 2081.93 ms [2022-01-28 21:24:16 main:574] : INFO : Epoch 1709 | loss: 0.031176 | val_loss: 0.0311813 | Time: 2086.46 ms [2022-01-28 21:24:18 main:574] : INFO : Epoch 1710 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 2081.56 ms [2022-01-28 21:24:20 main:574] : INFO : Epoch 1711 | loss: 0.0311761 | val_loss: 0.031181 | Time: 2097.92 ms [2022-01-28 21:24:22 main:574] : INFO : Epoch 1712 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 2108.1 ms [2022-01-28 21:24:24 main:574] : INFO : Epoch 1713 | loss: 0.031176 | val_loss: 0.0311796 | Time: 2112.71 ms [2022-01-28 21:24:26 main:574] : INFO : Epoch 1714 | loss: 0.031174 | val_loss: 0.0311829 | Time: 2094.55 ms [2022-01-28 21:24:28 main:574] : INFO : Epoch 1715 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 2119.82 ms [2022-01-28 21:24:30 main:574] : INFO : Epoch 1716 | loss: 0.031175 | val_loss: 0.0311795 | Time: 2092.61 ms [2022-01-28 21:24:32 main:574] : INFO : Epoch 1717 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 2104.91 ms [2022-01-28 21:24:35 main:574] : INFO : Epoch 1718 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 2077.81 ms [2022-01-28 21:24:37 main:574] : INFO : Epoch 1719 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 2098.2 ms [2022-01-28 21:24:39 main:574] : INFO : Epoch 1720 | loss: 0.031175 | val_loss: 0.0311815 | Time: 2108.88 ms [2022-01-28 21:24:41 main:574] : INFO : Epoch 1721 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 2076.98 ms [2022-01-28 21:24:43 main:574] : INFO : Epoch 1722 | loss: 0.0311742 | val_loss: 0.0311838 | Time: 2175.33 ms [2022-01-28 21:24:45 main:574] : INFO : Epoch 1723 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 2174.94 ms [2022-01-28 21:24:47 main:574] : INFO : Epoch 1724 | loss: 0.0311746 | val_loss: 0.031183 | Time: 2170.56 ms [2022-01-28 21:24:50 main:574] : INFO : Epoch 1725 | loss: 0.0311743 | val_loss: 0.0311858 | Time: 2283.95 ms [2022-01-28 21:24:52 main:574] : INFO : Epoch 1726 | loss: 0.03118 | val_loss: 0.0311882 | Time: 2098.58 ms [2022-01-28 21:24:54 main:574] : INFO : Epoch 1727 | loss: 0.0311764 | val_loss: 0.0311907 | Time: 2068.5 ms [2022-01-28 21:24:56 main:574] : INFO : Epoch 1728 | loss: 0.0311792 | val_loss: 0.0311794 | Time: 2090.07 ms [2022-01-28 21:24:58 main:574] : INFO : Epoch 1729 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 2130.19 ms [2022-01-28 21:25:00 main:574] : INFO : Epoch 1730 | loss: 0.0311773 | val_loss: 0.0311872 | Time: 2122.16 ms [2022-01-28 21:25:02 main:574] : INFO : Epoch 1731 | loss: 0.0311743 | val_loss: 0.0311827 | Time: 2129.28 ms [2022-01-28 21:25:05 main:574] : INFO : Epoch 1732 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 2210.55 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-01-29 08:27:45 main:435] : INFO : Set logging level to 1 [2022-01-29 08:27:45 main:441] : INFO : Running in BOINC Client mode [2022-01-29 08:27:45 main:444] : INFO : Resolving all filenames [2022-01-29 08:27:45 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-01-29 08:27:45 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-01-29 08:27:45 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-01-29 08:27:45 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-01-29 08:27:45 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-01-29 08:27:45 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-01-29 08:27:45 main:474] : INFO : Configuration: [2022-01-29 08:27:45 main:475] : INFO : Model type: GRU [2022-01-29 08:27:45 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-01-29 08:27:45 main:477] : INFO : Max Epochs: 2048 [2022-01-29 08:27:45 main:478] : INFO : Batch Size: 128 [2022-01-29 08:27:45 main:479] : INFO : Learning Rate: 0.01 [2022-01-29 08:27:45 main:480] : INFO : Patience: 10 [2022-01-29 08:27:45 main:481] : INFO : Hidden Width: 12 [2022-01-29 08:27:45 main:482] : INFO : # Recurrent Layers: 4 [2022-01-29 08:27:45 main:483] : INFO : # Backend Layers: 4 [2022-01-29 08:27:45 main:484] : INFO : # Threads: 1 [2022-01-29 08:27:45 main:486] : INFO : Preparing Dataset [2022-01-29 08:27:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-01-29 08:27:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-01-29 08:27:56 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-01-29 08:27:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-01-29 08:27:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-01-29 08:27:56 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-01-29 08:27:56 main:494] : INFO : Creating Model [2022-01-29 08:27:56 main:507] : INFO : Preparing config file [2022-01-29 08:27:56 main:511] : INFO : Found checkpoint, attempting to load... [2022-01-29 08:27:56 main:512] : INFO : Loading config [2022-01-29 08:27:56 main:514] : INFO : Loading state [2022-01-29 08:28:01 main:559] : INFO : Loading DataLoader into Memory [2022-01-29 08:28:01 main:562] : INFO : Starting Training [2022-01-29 08:28:10 main:574] : INFO : Epoch 1683 | loss: 0.0318172 | val_loss: 0.0313488 | Time: 9523.4 ms [2022-01-29 08:28:17 main:574] : INFO : Epoch 1684 | loss: 0.0312815 | val_loss: 0.0312527 | Time: 6435.81 ms [2022-01-29 08:28:23 main:574] : INFO : Epoch 1685 | loss: 0.0312373 | val_loss: 0.0312174 | Time: 6411.82 ms [2022-01-29 08:28:30 main:574] : INFO : Epoch 1686 | loss: 0.0312174 | val_loss: 0.0312091 | Time: 6601.22 ms [2022-01-29 08:28:35 main:574] : INFO : Epoch 1687 | loss: 0.0312138 | val_loss: 0.0312003 | Time: 4808.87 ms [2022-01-29 08:28:37 main:574] : INFO : Epoch 1688 | loss: 0.0312089 | val_loss: 0.031195 | Time: 2035.77 ms [2022-01-29 08:28:39 main:574] : INFO : Epoch 1689 | loss: 0.0312048 | val_loss: 0.0311923 | Time: 2023.28 ms [2022-01-29 08:28:41 main:574] : INFO : Epoch 1690 | loss: 0.0311982 | val_loss: 0.0311961 | Time: 2030.59 ms [2022-01-29 08:28:43 main:574] : INFO : Epoch 1691 | loss: 0.0311938 | val_loss: 0.0311911 | Time: 2021.22 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-02-08 09:14:57 main:435] : INFO : Set logging level to 1 [2022-02-08 09:14:57 main:441] : INFO : Running in BOINC Client mode [2022-02-08 09:14:57 main:444] : INFO : Resolving all filenames [2022-02-08 09:14:57 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-08 09:14:57 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-08 09:14:57 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-08 09:14:57 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-08 09:14:57 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-08 09:14:57 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-08 09:14:57 main:474] : INFO : Configuration: [2022-02-08 09:14:57 main:475] : INFO : Model type: GRU [2022-02-08 09:14:57 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-08 09:14:57 main:477] : INFO : Max Epochs: 2048 [2022-02-08 09:14:57 main:478] : INFO : Batch Size: 128 [2022-02-08 09:14:57 main:479] : INFO : Learning Rate: 0.01 [2022-02-08 09:14:57 main:480] : INFO : Patience: 10 [2022-02-08 09:14:57 main:481] : INFO : Hidden Width: 12 [2022-02-08 09:14:57 main:482] : INFO : # Recurrent Layers: 4 [2022-02-08 09:14:57 main:483] : INFO : # Backend Layers: 4 [2022-02-08 09:14:57 main:484] : INFO : # Threads: 1 [2022-02-08 09:14:57 main:486] : INFO : Preparing Dataset [2022-02-08 09:14:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-08 09:14:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-08 09:15:08 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-08 09:15:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-08 09:15:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-08 09:15:08 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-08 09:15:08 main:494] : INFO : Creating Model [2022-02-08 09:15:08 main:507] : INFO : Preparing config file [2022-02-08 09:15:08 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-08 09:15:08 main:512] : INFO : Loading config [2022-02-08 09:15:08 main:514] : INFO : Loading state [2022-02-08 09:15:13 main:559] : INFO : Loading DataLoader into Memory [2022-02-08 09:15:13 main:562] : INFO : Starting Training [2022-02-08 09:15:22 main:574] : INFO : Epoch 1683 | loss: 0.031808 | val_loss: 0.0312972 | Time: 9228.47 ms [2022-02-08 09:15:29 main:574] : INFO : Epoch 1684 | loss: 0.031272 | val_loss: 0.0312614 | Time: 6335.85 ms [2022-02-08 09:15:35 main:574] : INFO : Epoch 1685 | loss: 0.0312492 | val_loss: 0.0312698 | Time: 6626.19 ms [2022-02-08 09:15:42 main:574] : INFO : Epoch 1686 | loss: 0.0312272 | val_loss: 0.031222 | Time: 6556.44 ms [2022-02-08 09:15:48 main:574] : INFO : Epoch 1687 | loss: 0.0312138 | val_loss: 0.031203 | Time: 6476.04 ms [2022-02-08 09:15:55 main:574] : INFO : Epoch 1688 | loss: 0.0312052 | val_loss: 0.0311979 | Time: 6266.32 ms [2022-02-08 09:16:01 main:574] : INFO : Epoch 1689 | loss: 0.0312053 | val_loss: 0.0312143 | Time: 6467.14 ms [2022-02-08 09:16:08 main:574] : INFO : Epoch 1690 | loss: 0.0312052 | val_loss: 0.0311955 | Time: 6601.2 ms [2022-02-08 09:16:14 main:574] : INFO : Epoch 1691 | loss: 0.0311988 | val_loss: 0.0312018 | Time: 6312.7 ms [2022-02-08 09:16:20 main:574] : INFO : Epoch 1692 | loss: 0.031201 | val_loss: 0.0311954 | Time: 6340.29 ms [2022-02-08 09:16:27 main:574] : INFO : Epoch 1693 | loss: 0.0311959 | val_loss: 0.0311897 | Time: 6398.04 ms [2022-02-08 09:16:33 main:574] : INFO : Epoch 1694 | loss: 0.0311956 | val_loss: 0.0311905 | Time: 6427.62 ms [2022-02-08 09:16:40 main:574] : INFO : Epoch 1695 | loss: 0.0311961 | val_loss: 0.0311915 | Time: 6595.28 ms [2022-02-08 09:16:46 main:574] : INFO : Epoch 1696 | loss: 0.031198 | val_loss: 0.0311957 | Time: 6330.55 ms [2022-02-08 09:16:53 main:574] : INFO : Epoch 1697 | loss: 0.0312027 | val_loss: 0.0311911 | Time: 6408.99 ms [2022-02-08 09:16:59 main:574] : INFO : Epoch 1698 | loss: 0.0311966 | val_loss: 0.0311905 | Time: 6510.33 ms [2022-02-08 09:17:05 main:574] : INFO : Epoch 1699 | loss: 0.0311926 | val_loss: 0.031192 | Time: 6405.11 ms [2022-02-08 09:17:12 main:574] : INFO : Epoch 1700 | loss: 0.0311927 | val_loss: 0.0311863 | Time: 6381.72 ms [2022-02-08 09:17:18 main:574] : INFO : Epoch 1701 | loss: 0.0311976 | val_loss: 0.0311927 | Time: 6358.75 ms [2022-02-08 09:17:25 main:574] : INFO : Epoch 1702 | loss: 0.0311949 | val_loss: 0.0311866 | Time: 6338.19 ms [2022-02-08 09:17:31 main:574] : INFO : Epoch 1703 | loss: 0.0311893 | val_loss: 0.031187 | Time: 6525.96 ms [2022-02-08 09:17:38 main:574] : INFO : Epoch 1704 | loss: 0.0311874 | val_loss: 0.0311848 | Time: 6556.12 ms [2022-02-08 09:17:44 main:574] : INFO : Epoch 1705 | loss: 0.0311865 | val_loss: 0.0311837 | Time: 6430 ms [2022-02-08 09:17:51 main:574] : INFO : Epoch 1706 | loss: 0.0311867 | val_loss: 0.031194 | Time: 6478.24 ms [2022-02-08 09:17:57 main:574] : INFO : Epoch 1707 | loss: 0.0311924 | val_loss: 0.0311851 | Time: 6344.1 ms [2022-02-08 09:18:03 main:574] : INFO : Epoch 1708 | loss: 0.0311847 | val_loss: 0.0311849 | Time: 6255.89 ms [2022-02-08 09:18:10 main:574] : INFO : Epoch 1709 | loss: 0.0311842 | val_loss: 0.0311831 | Time: 6311.94 ms [2022-02-08 09:18:16 main:574] : INFO : Epoch 1710 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 6307.85 ms [2022-02-08 09:18:23 main:574] : INFO : Epoch 1711 | loss: 0.0311898 | val_loss: 0.0311901 | Time: 6448.17 ms [2022-02-08 09:18:29 main:574] : INFO : Epoch 1712 | loss: 0.0311884 | val_loss: 0.0311843 | Time: 6620.54 ms [2022-02-08 09:18:36 main:574] : INFO : Epoch 1713 | loss: 0.0311857 | val_loss: 0.031185 | Time: 6309.6 ms [2022-02-08 09:18:42 main:574] : INFO : Epoch 1714 | loss: 0.0311865 | val_loss: 0.0311932 | Time: 6384.6 ms [2022-02-08 09:18:49 main:574] : INFO : Epoch 1715 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 6476.91 ms [2022-02-08 09:18:55 main:574] : INFO : Epoch 1716 | loss: 0.0311842 | val_loss: 0.0311867 | Time: 6367.86 ms [2022-02-08 09:19:01 main:574] : INFO : Epoch 1717 | loss: 0.031187 | val_loss: 0.0311939 | Time: 6412.09 ms [2022-02-08 09:19:08 main:574] : INFO : Epoch 1718 | loss: 0.0311869 | val_loss: 0.0311864 | Time: 6450.44 ms [2022-02-08 09:19:14 main:574] : INFO : Epoch 1719 | loss: 0.0311833 | val_loss: 0.0311866 | Time: 6359.87 ms [2022-02-08 09:19:21 main:574] : INFO : Epoch 1720 | loss: 0.031184 | val_loss: 0.0311824 | Time: 6378.08 ms [2022-02-08 09:19:27 main:574] : INFO : Epoch 1721 | loss: 0.0311822 | val_loss: 0.0311823 | Time: 6645.25 ms [2022-02-08 09:19:34 main:574] : INFO : Epoch 1722 | loss: 0.0311813 | val_loss: 0.0311824 | Time: 6393.14 ms [2022-02-08 09:19:40 main:574] : INFO : Epoch 1723 | loss: 0.031183 | val_loss: 0.03118 | Time: 6288.98 ms [2022-02-08 09:19:46 main:574] : INFO : Epoch 1724 | loss: 0.0311816 | val_loss: 0.031185 | Time: 6417.13 ms [2022-02-08 09:19:53 main:574] : INFO : Epoch 1725 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 6268.81 ms [2022-02-08 09:19:59 main:574] : INFO : Epoch 1726 | loss: 0.0311841 | val_loss: 0.0311818 | Time: 6408.57 ms [2022-02-08 09:20:05 main:574] : INFO : Epoch 1727 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 6334.2 ms [2022-02-08 09:20:12 main:574] : INFO : Epoch 1728 | loss: 0.0311836 | val_loss: 0.0311821 | Time: 6354.05 ms [2022-02-08 09:20:18 main:574] : INFO : Epoch 1729 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 6368.59 ms [2022-02-08 09:20:25 main:574] : INFO : Epoch 1730 | loss: 0.031178 | val_loss: 0.031186 | Time: 6434.13 ms [2022-02-08 09:20:31 main:574] : INFO : Epoch 1731 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 6379.93 ms [2022-02-08 09:20:37 main:574] : INFO : Epoch 1732 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 6471.6 ms [2022-02-08 09:20:44 main:574] : INFO : Epoch 1733 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 6300.39 ms [2022-02-08 09:20:50 main:574] : INFO : Epoch 1734 | loss: 0.0311787 | val_loss: 0.0311837 | Time: 6316.65 ms [2022-02-08 09:20:57 main:574] : INFO : Epoch 1735 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 6477.98 ms [2022-02-08 09:21:03 main:574] : INFO : Epoch 1736 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 6480.39 ms [2022-02-08 09:21:09 main:574] : INFO : Epoch 1737 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 6302.09 ms [2022-02-08 09:21:16 main:574] : INFO : Epoch 1738 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 6154.08 ms [2022-02-08 09:21:22 main:574] : INFO : Epoch 1739 | loss: 0.0311742 | val_loss: 0.0311849 | Time: 6271.05 ms [2022-02-08 09:21:28 main:574] : INFO : Epoch 1740 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 6271.46 ms [2022-02-08 09:21:34 main:574] : INFO : Epoch 1741 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 6254.29 ms [2022-02-08 09:21:41 main:574] : INFO : Epoch 1742 | loss: 0.031175 | val_loss: 0.0311796 | Time: 6284.87 ms [2022-02-08 09:21:47 main:574] : INFO : Epoch 1743 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 6396.54 ms [2022-02-08 09:21:54 main:574] : INFO : Epoch 1744 | loss: 0.0311736 | val_loss: 0.0311867 | Time: 6430.4 ms [2022-02-08 09:22:00 main:574] : INFO : Epoch 1745 | loss: 0.0311736 | val_loss: 0.03118 | Time: 6322.67 ms [2022-02-08 09:22:06 main:574] : INFO : Epoch 1746 | loss: 0.0311708 | val_loss: 0.0311805 | Time: 6220.53 ms [2022-02-08 09:22:13 main:574] : INFO : Epoch 1747 | loss: 0.031171 | val_loss: 0.0311787 | Time: 6268.23 ms [2022-02-08 09:22:19 main:574] : INFO : Epoch 1748 | loss: 0.031172 | val_loss: 0.0311801 | Time: 6277.28 ms [2022-02-08 09:22:26 main:574] : INFO : Epoch 1749 | loss: 0.0311708 | val_loss: 0.031185 | Time: 6628.31 ms [2022-02-08 09:22:32 main:574] : INFO : Epoch 1750 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 6205.29 ms [2022-02-08 09:22:38 main:574] : INFO : Epoch 1751 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 6189.04 ms [2022-02-08 09:22:44 main:574] : INFO : Epoch 1752 | loss: 0.0311759 | val_loss: 0.0311868 | Time: 6424.22 ms [2022-02-08 09:22:51 main:574] : INFO : Epoch 1753 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 6375.83 ms [2022-02-08 09:22:57 main:574] : INFO : Epoch 1754 | loss: 0.0311721 | val_loss: 0.0311806 | Time: 6315.53 ms [2022-02-08 09:23:04 main:574] : INFO : Epoch 1755 | loss: 0.0311715 | val_loss: 0.0311898 | Time: 6521.11 ms [2022-02-08 09:23:10 main:574] : INFO : Epoch 1756 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 6497.8 ms [2022-02-08 09:23:17 main:574] : INFO : Epoch 1757 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 6276.28 ms [2022-02-08 09:23:23 main:574] : INFO : Epoch 1758 | loss: 0.031176 | val_loss: 0.0311867 | Time: 6241.33 ms [2022-02-08 09:23:29 main:574] : INFO : Epoch 1759 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 6301.69 ms [2022-02-08 09:23:36 main:574] : INFO : Epoch 1760 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 6430.4 ms [2022-02-08 09:23:42 main:574] : INFO : Epoch 1761 | loss: 0.0311835 | val_loss: 0.0311822 | Time: 6274.2 ms [2022-02-08 09:23:48 main:574] : INFO : Epoch 1762 | loss: 0.0311776 | val_loss: 0.0311833 | Time: 6389 ms [2022-02-08 09:23:54 main:574] : INFO : Epoch 1763 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 6114.42 ms [2022-02-08 09:24:01 main:574] : INFO : Epoch 1764 | loss: 0.0311749 | val_loss: 0.0311793 | Time: 6489.95 ms [2022-02-08 09:24:07 main:574] : INFO : Epoch 1765 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 6151.64 ms [2022-02-08 09:24:13 main:574] : INFO : Epoch 1766 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 6186.21 ms [2022-02-08 09:24:19 main:574] : INFO : Epoch 1767 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 6268.87 ms [2022-02-08 09:24:26 main:574] : INFO : Epoch 1768 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 6099.26 ms [2022-02-08 09:24:32 main:574] : INFO : Epoch 1769 | loss: 0.031172 | val_loss: 0.031177 | Time: 6314.56 ms [2022-02-08 09:24:38 main:574] : INFO : Epoch 1770 | loss: 0.0311718 | val_loss: 0.031176 | Time: 6414.49 ms [2022-02-08 09:24:45 main:574] : INFO : Epoch 1771 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 6237.72 ms [2022-02-08 09:24:51 main:574] : INFO : Epoch 1772 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 6343.08 ms [2022-02-08 09:24:57 main:574] : INFO : Epoch 1773 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 6370.94 ms [2022-02-08 09:25:04 main:574] : INFO : Epoch 1774 | loss: 0.0311705 | val_loss: 0.0311807 | Time: 6183.57 ms [2022-02-08 09:25:10 main:574] : INFO : Epoch 1775 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 6196.21 ms [2022-02-08 09:25:16 main:574] : INFO : Epoch 1776 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 6201.3 ms [2022-02-08 09:25:23 main:574] : INFO : Epoch 1777 | loss: 0.03117 | val_loss: 0.0311759 | Time: 6313.82 ms [2022-02-08 09:25:29 main:574] : INFO : Epoch 1778 | loss: 0.0311704 | val_loss: 0.0311782 | Time: 6451.43 ms [2022-02-08 09:25:35 main:574] : INFO : Epoch 1779 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 6241.49 ms [2022-02-08 09:25:42 main:574] : INFO : Epoch 1780 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 6267.04 ms [2022-02-08 09:25:48 main:574] : INFO : Epoch 1781 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 6303.64 ms [2022-02-08 09:25:54 main:574] : INFO : Epoch 1782 | loss: 0.031168 | val_loss: 0.0311749 | Time: 6150.99 ms [2022-02-08 09:26:00 main:574] : INFO : Epoch 1783 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 6335.74 ms [2022-02-08 09:26:07 main:574] : INFO : Epoch 1784 | loss: 0.0311677 | val_loss: 0.0311782 | Time: 6351.69 ms [2022-02-08 09:26:13 main:574] : INFO : Epoch 1785 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 6227.15 ms [2022-02-08 09:26:19 main:574] : INFO : Epoch 1786 | loss: 0.0311662 | val_loss: 0.0311779 | Time: 6262.79 ms [2022-02-08 09:26:26 main:574] : INFO : Epoch 1787 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 6182.84 ms [2022-02-08 09:26:32 main:574] : INFO : Epoch 1788 | loss: 0.031166 | val_loss: 0.031178 | Time: 6135.13 ms [2022-02-08 09:26:38 main:574] : INFO : Epoch 1789 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 6219.56 ms [2022-02-08 09:26:44 main:574] : INFO : Epoch 1790 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 6055.28 ms [2022-02-08 09:26:50 main:574] : INFO : Epoch 1791 | loss: 0.0311695 | val_loss: 0.0311796 | Time: 6275.95 ms [2022-02-08 09:26:56 main:574] : INFO : Epoch 1792 | loss: 0.031168 | val_loss: 0.0311783 | Time: 6178.02 ms [2022-02-08 09:27:03 main:574] : INFO : Epoch 1793 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 6385.87 ms [2022-02-08 09:27:09 main:574] : INFO : Epoch 1794 | loss: 0.0311671 | val_loss: 0.0311766 | Time: 6256 ms [2022-02-08 09:27:15 main:574] : INFO : Epoch 1795 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 6162.76 ms [2022-02-08 09:27:22 main:574] : INFO : Epoch 1796 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 6261.49 ms [2022-02-08 09:27:28 main:574] : INFO : Epoch 1797 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 6295.45 ms [2022-02-08 09:27:34 main:574] : INFO : Epoch 1798 | loss: 0.0311689 | val_loss: 0.0311879 | Time: 6287.08 ms [2022-02-08 09:27:41 main:574] : INFO : Epoch 1799 | loss: 0.0311681 | val_loss: 0.0311777 | Time: 6560.03 ms [2022-02-08 09:27:47 main:574] : INFO : Epoch 1800 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 6396.55 ms [2022-02-08 09:27:53 main:574] : INFO : Epoch 1801 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 6340.19 ms [2022-02-08 09:28:00 main:574] : INFO : Epoch 1802 | loss: 0.031169 | val_loss: 0.0311786 | Time: 6387.29 ms [2022-02-08 09:28:06 main:574] : INFO : Epoch 1803 | loss: 0.0311691 | val_loss: 0.0311806 | Time: 6239.13 ms [2022-02-08 09:28:12 main:574] : INFO : Epoch 1804 | loss: 0.0311678 | val_loss: 0.0311784 | Time: 6335.5 ms [2022-02-08 09:28:19 main:574] : INFO : Epoch 1805 | loss: 0.0311686 | val_loss: 0.0311791 | Time: 6179.28 ms [2022-02-08 09:28:25 main:574] : INFO : Epoch 1806 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 6359.99 ms [2022-02-08 09:28:32 main:574] : INFO : Epoch 1807 | loss: 0.0311725 | val_loss: 0.0311893 | Time: 6359.86 ms [2022-02-08 09:28:38 main:574] : INFO : Epoch 1808 | loss: 0.0311723 | val_loss: 0.0311783 | Time: 6277.29 ms [2022-02-08 09:28:44 main:574] : INFO : Epoch 1809 | loss: 0.0311695 | val_loss: 0.0311846 | Time: 6392.12 ms [2022-02-08 09:28:51 main:574] : INFO : Epoch 1810 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 6240.68 ms [2022-02-08 09:28:57 main:574] : INFO : Epoch 1811 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 6349.29 ms [2022-02-08 09:29:03 main:574] : INFO : Epoch 1812 | loss: 0.0311695 | val_loss: 0.0311807 | Time: 6289.92 ms [2022-02-08 09:29:10 main:574] : INFO : Epoch 1813 | loss: 0.0311658 | val_loss: 0.0311786 | Time: 6397.3 ms [2022-02-08 09:29:16 main:574] : INFO : Epoch 1814 | loss: 0.0311655 | val_loss: 0.0311809 | Time: 6210.53 ms [2022-02-08 09:29:22 main:574] : INFO : Epoch 1815 | loss: 0.0311655 | val_loss: 0.0311808 | Time: 6200.64 ms [2022-02-08 09:29:29 main:574] : INFO : Epoch 1816 | loss: 0.0311674 | val_loss: 0.0311786 | Time: 6519.09 ms [2022-02-08 09:29:35 main:574] : INFO : Epoch 1817 | loss: 0.0311661 | val_loss: 0.0311804 | Time: 6399.42 ms [2022-02-08 09:29:42 main:574] : INFO : Epoch 1818 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 6340.34 ms [2022-02-08 09:29:48 main:574] : INFO : Epoch 1819 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 6336.22 ms [2022-02-08 09:29:54 main:574] : INFO : Epoch 1820 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 6420.46 ms [2022-02-08 09:30:01 main:574] : INFO : Epoch 1821 | loss: 0.0311676 | val_loss: 0.031181 | Time: 6289.27 ms [2022-02-08 09:30:07 main:574] : INFO : Epoch 1822 | loss: 0.0311695 | val_loss: 0.0311814 | Time: 6197.72 ms [2022-02-08 09:30:13 main:574] : INFO : Epoch 1823 | loss: 0.0311686 | val_loss: 0.0311799 | Time: 6284.41 ms [2022-02-08 09:30:19 main:574] : INFO : Epoch 1824 | loss: 0.0311701 | val_loss: 0.0311745 | Time: 6214.67 ms [2022-02-08 09:30:26 main:574] : INFO : Epoch 1825 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 6485.7 ms [2022-02-08 09:30:32 main:574] : INFO : Epoch 1826 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 6368.13 ms [2022-02-08 09:30:38 main:574] : INFO : Epoch 1827 | loss: 0.0311754 | val_loss: 0.0311755 | Time: 6281.81 ms [2022-02-08 09:30:45 main:574] : INFO : Epoch 1828 | loss: 0.0311752 | val_loss: 0.0311742 | Time: 6519.44 ms [2022-02-08 09:30:51 main:574] : INFO : Epoch 1829 | loss: 0.0311758 | val_loss: 0.0311764 | Time: 6263.92 ms [2022-02-08 09:30:58 main:574] : INFO : Epoch 1830 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 6412.55 ms [2022-02-08 09:31:04 main:574] : INFO : Epoch 1831 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 6435 ms [2022-02-08 09:31:11 main:574] : INFO : Epoch 1832 | loss: 0.0311756 | val_loss: 0.0311749 | Time: 6403.16 ms [2022-02-08 09:31:17 main:574] : INFO : Epoch 1833 | loss: 0.0311731 | val_loss: 0.0311735 | Time: 6582.85 ms [2022-02-08 09:31:24 main:574] : INFO : Epoch 1834 | loss: 0.0311718 | val_loss: 0.0311729 | Time: 6346.87 ms [2022-02-08 09:31:30 main:574] : INFO : Epoch 1835 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 6461.83 ms [2022-02-08 09:31:36 main:574] : INFO : Epoch 1836 | loss: 0.0311699 | val_loss: 0.0311726 | Time: 6221.21 ms [2022-02-08 09:31:43 main:574] : INFO : Epoch 1837 | loss: 0.031172 | val_loss: 0.0311725 | Time: 6305.01 ms [2022-02-08 09:31:49 main:574] : INFO : Epoch 1838 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 6282.12 ms [2022-02-08 09:31:55 main:574] : INFO : Epoch 1839 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 6232.53 ms [2022-02-08 09:32:02 main:574] : INFO : Epoch 1840 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 6319.32 ms [2022-02-08 09:32:08 main:574] : INFO : Epoch 1841 | loss: 0.0311672 | val_loss: 0.031174 | Time: 6154.48 ms [2022-02-08 09:32:14 main:574] : INFO : Epoch 1842 | loss: 0.031168 | val_loss: 0.0311752 | Time: 6304.31 ms [2022-02-08 09:32:21 main:574] : INFO : Epoch 1843 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 6469.1 ms [2022-02-08 09:32:27 main:574] : INFO : Epoch 1844 | loss: 0.0311713 | val_loss: 0.0311775 | Time: 6347.47 ms [2022-02-08 09:32:33 main:574] : INFO : Epoch 1845 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 6368.36 ms [2022-02-08 09:32:40 main:574] : INFO : Epoch 1846 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 6311.44 ms [2022-02-08 09:32:46 main:574] : INFO : Epoch 1847 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 6255.79 ms [2022-02-08 09:32:52 main:574] : INFO : Epoch 1848 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 6421.18 ms [2022-02-08 09:32:59 main:574] : INFO : Epoch 1849 | loss: 0.0311676 | val_loss: 0.031175 | Time: 6352.59 ms [2022-02-08 09:33:05 main:574] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 6179.81 ms [2022-02-08 09:33:11 main:574] : INFO : Epoch 1851 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 6287.58 ms [2022-02-08 09:33:18 main:574] : INFO : Epoch 1852 | loss: 0.0311674 | val_loss: 0.0311751 | Time: 6338.67 ms [2022-02-08 09:33:24 main:574] : INFO : Epoch 1853 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 6300.12 ms [2022-02-08 09:33:30 main:574] : INFO : Epoch 1854 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 6261.78 ms [2022-02-08 09:33:37 main:574] : INFO : Epoch 1855 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 6506.46 ms [2022-02-08 09:33:43 main:574] : INFO : Epoch 1856 | loss: 0.03117 | val_loss: 0.0311803 | Time: 6524.22 ms [2022-02-08 09:33:50 main:574] : INFO : Epoch 1857 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 6324.68 ms [2022-02-08 09:33:56 main:574] : INFO : Epoch 1858 | loss: 0.0311687 | val_loss: 0.031172 | Time: 6348.29 ms [2022-02-08 09:34:02 main:574] : INFO : Epoch 1859 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 6336.06 ms [2022-02-08 09:34:09 main:574] : INFO : Epoch 1860 | loss: 0.0311656 | val_loss: 0.0311717 | Time: 6372.1 ms [2022-02-08 09:34:15 main:574] : INFO : Epoch 1861 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 6173.8 ms [2022-02-08 09:34:21 main:574] : INFO : Epoch 1862 | loss: 0.0311646 | val_loss: 0.0311722 | Time: 6270.38 ms [2022-02-08 09:34:27 main:574] : INFO : Epoch 1863 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 6205.78 ms [2022-02-08 09:34:34 main:574] : INFO : Epoch 1864 | loss: 0.0311672 | val_loss: 0.0311765 | Time: 6154.18 ms [2022-02-08 09:34:40 main:574] : INFO : Epoch 1865 | loss: 0.0311652 | val_loss: 0.031171 | Time: 6347.55 ms [2022-02-08 09:34:46 main:574] : INFO : Epoch 1866 | loss: 0.031164 | val_loss: 0.0311712 | Time: 6418.46 ms [2022-02-08 09:34:53 main:574] : INFO : Epoch 1867 | loss: 0.0311629 | val_loss: 0.0311756 | Time: 6338.75 ms [2022-02-08 09:34:59 main:574] : INFO : Epoch 1868 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 6272.9 ms [2022-02-08 09:35:05 main:574] : INFO : Epoch 1869 | loss: 0.0311648 | val_loss: 0.0311754 | Time: 6388.22 ms [2022-02-08 09:35:12 main:574] : INFO : Epoch 1870 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 6336.74 ms [2022-02-08 09:35:18 main:574] : INFO : Epoch 1871 | loss: 0.0311654 | val_loss: 0.0311794 | Time: 6226.79 ms [2022-02-08 09:35:25 main:574] : INFO : Epoch 1872 | loss: 0.0311648 | val_loss: 0.0311711 | Time: 6370.65 ms [2022-02-08 09:35:31 main:574] : INFO : Epoch 1873 | loss: 0.031164 | val_loss: 0.0311762 | Time: 6356.91 ms [2022-02-08 09:35:37 main:574] : INFO : Epoch 1874 | loss: 0.0311644 | val_loss: 0.0311784 | Time: 6240.9 ms [2022-02-08 09:35:44 main:574] : INFO : Epoch 1875 | loss: 0.0311655 | val_loss: 0.0311745 | Time: 6305.88 ms [2022-02-08 09:35:50 main:574] : INFO : Epoch 1876 | loss: 0.0311628 | val_loss: 0.031172 | Time: 6186.91 ms [2022-02-08 09:35:56 main:574] : INFO : Epoch 1877 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 6437.69 ms [2022-02-08 09:36:03 main:574] : INFO : Epoch 1878 | loss: 0.0311623 | val_loss: 0.0311727 | Time: 6311.48 ms [2022-02-08 09:36:09 main:574] : INFO : Epoch 1879 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 6213.07 ms [2022-02-08 09:36:15 main:574] : INFO : Epoch 1880 | loss: 0.031165 | val_loss: 0.0311713 | Time: 6333.16 ms [2022-02-08 09:36:21 main:574] : INFO : Epoch 1881 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 6200.41 ms [2022-02-08 09:36:28 main:574] : INFO : Epoch 1882 | loss: 0.0311638 | val_loss: 0.031173 | Time: 6370.64 ms [2022-02-08 09:36:34 main:574] : INFO : Epoch 1883 | loss: 0.0311664 | val_loss: 0.0311738 | Time: 6438.92 ms [2022-02-08 09:36:41 main:574] : INFO : Epoch 1884 | loss: 0.0311638 | val_loss: 0.0311732 | Time: 6292.7 ms [2022-02-08 09:36:47 main:574] : INFO : Epoch 1885 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 6267.72 ms [2022-02-08 09:36:53 main:574] : INFO : Epoch 1886 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 6170.82 ms [2022-02-08 09:36:59 main:574] : INFO : Epoch 1887 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 6249.2 ms [2022-02-08 09:37:06 main:574] : INFO : Epoch 1888 | loss: 0.0311625 | val_loss: 0.0311718 | Time: 6322.17 ms [2022-02-08 09:37:12 main:574] : INFO : Epoch 1889 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 6257.11 ms [2022-02-08 09:37:18 main:574] : INFO : Epoch 1890 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 6263.85 ms [2022-02-08 09:37:24 main:574] : INFO : Epoch 1891 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 6307.17 ms [2022-02-08 09:37:31 main:574] : INFO : Epoch 1892 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 6205.15 ms [2022-02-08 09:37:37 main:574] : INFO : Epoch 1893 | loss: 0.031167 | val_loss: 0.0311777 | Time: 6304.28 ms [2022-02-08 09:37:43 main:574] : INFO : Epoch 1894 | loss: 0.0311704 | val_loss: 0.0311854 | Time: 6261.7 ms [2022-02-08 09:37:49 main:574] : INFO : Epoch 1895 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 6218 ms [2022-02-08 09:37:56 main:574] : INFO : Epoch 1896 | loss: 0.031164 | val_loss: 0.0311716 | Time: 6355.59 ms [2022-02-08 09:38:02 main:574] : INFO : Epoch 1897 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 6211.47 ms [2022-02-08 09:38:08 main:574] : INFO : Epoch 1898 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 6343.85 ms [2022-02-08 09:38:15 main:574] : INFO : Epoch 1899 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 6310.16 ms [2022-02-08 09:38:21 main:574] : INFO : Epoch 1900 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 6170.52 ms [2022-02-08 09:38:27 main:574] : INFO : Epoch 1901 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 6339.86 ms [2022-02-08 09:38:34 main:574] : INFO : Epoch 1902 | loss: 0.0311615 | val_loss: 0.031173 | Time: 6265.4 ms [2022-02-08 09:38:40 main:574] : INFO : Epoch 1903 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 6162.69 ms [2022-02-08 09:38:47 main:574] : INFO : Epoch 1904 | loss: 0.0311605 | val_loss: 0.031174 | Time: 6421.54 ms [2022-02-08 09:38:53 main:574] : INFO : Epoch 1905 | loss: 0.03116 | val_loss: 0.0311737 | Time: 6168.44 ms [2022-02-08 09:38:59 main:574] : INFO : Epoch 1906 | loss: 0.0311596 | val_loss: 0.031172 | Time: 6151.8 ms [2022-02-08 09:39:05 main:574] : INFO : Epoch 1907 | loss: 0.0311594 | val_loss: 0.0311717 | Time: 6381.33 ms [2022-02-08 09:39:12 main:574] : INFO : Epoch 1908 | loss: 0.03116 | val_loss: 0.0311734 | Time: 6245.2 ms [2022-02-08 09:39:18 main:574] : INFO : Epoch 1909 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 6306.84 ms [2022-02-08 09:39:24 main:574] : INFO : Epoch 1910 | loss: 0.0311568 | val_loss: 0.031172 | Time: 6272.32 ms [2022-02-08 09:39:30 main:574] : INFO : Epoch 1911 | loss: 0.0311581 | val_loss: 0.031173 | Time: 6280.64 ms [2022-02-08 09:39:37 main:574] : INFO : Epoch 1912 | loss: 0.0311598 | val_loss: 0.0311817 | Time: 6434.98 ms [2022-02-08 09:39:43 main:574] : INFO : Epoch 1913 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 6318.06 ms [2022-02-08 09:39:49 main:574] : INFO : Epoch 1914 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 6233.75 ms [2022-02-08 09:39:56 main:574] : INFO : Epoch 1915 | loss: 0.0311615 | val_loss: 0.0311772 | Time: 6364.86 ms [2022-02-08 09:40:02 main:574] : INFO : Epoch 1916 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 6344.83 ms [2022-02-08 09:40:08 main:574] : INFO : Epoch 1917 | loss: 0.0311596 | val_loss: 0.0311725 | Time: 6264.51 ms [2022-02-08 09:40:15 main:574] : INFO : Epoch 1918 | loss: 0.0311583 | val_loss: 0.0311739 | Time: 6199.81 ms [2022-02-08 09:40:21 main:574] : INFO : Epoch 1919 | loss: 0.0311577 | val_loss: 0.031175 | Time: 6306.92 ms [2022-02-08 09:40:27 main:574] : INFO : Epoch 1920 | loss: 0.0311594 | val_loss: 0.0311713 | Time: 6353.96 ms [2022-02-08 09:40:34 main:574] : INFO : Epoch 1921 | loss: 0.031159 | val_loss: 0.0311717 | Time: 6345.06 ms [2022-02-08 09:40:40 main:574] : INFO : Epoch 1922 | loss: 0.031158 | val_loss: 0.0311717 | Time: 6221.13 ms [2022-02-08 09:40:46 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 6222.77 ms [2022-02-08 09:40:53 main:574] : INFO : Epoch 1924 | loss: 0.0311585 | val_loss: 0.0311754 | Time: 6519.3 ms [2022-02-08 09:40:59 main:574] : INFO : Epoch 1925 | loss: 0.0311625 | val_loss: 0.0311815 | Time: 6285.33 ms [2022-02-08 09:41:05 main:574] : INFO : Epoch 1926 | loss: 0.0311599 | val_loss: 0.031176 | Time: 6161.88 ms [2022-02-08 09:41:12 main:574] : INFO : Epoch 1927 | loss: 0.0311599 | val_loss: 0.0311734 | Time: 6449.78 ms [2022-02-08 09:41:18 main:574] : INFO : Epoch 1928 | loss: 0.0311594 | val_loss: 0.0311741 | Time: 6297.31 ms [2022-02-08 09:41:24 main:574] : INFO : Epoch 1929 | loss: 0.0311624 | val_loss: 0.0311774 | Time: 6352.96 ms [2022-02-08 09:41:31 main:574] : INFO : Epoch 1930 | loss: 0.0311618 | val_loss: 0.0311764 | Time: 6304.82 ms [2022-02-08 09:41:37 main:574] : INFO : Epoch 1931 | loss: 0.0311658 | val_loss: 0.031176 | Time: 6281.07 ms [2022-02-08 09:41:43 main:574] : INFO : Epoch 1932 | loss: 0.0311617 | val_loss: 0.0311795 | Time: 6251.95 ms [2022-02-08 09:41:49 main:574] : INFO : Epoch 1933 | loss: 0.0311605 | val_loss: 0.0311768 | Time: 6332.2 ms [2022-02-08 09:41:56 main:574] : INFO : Epoch 1934 | loss: 0.0311587 | val_loss: 0.0311743 | Time: 6189.27 ms [2022-02-08 09:42:02 main:574] : INFO : Epoch 1935 | loss: 0.031158 | val_loss: 0.031174 | Time: 6307.95 ms [2022-02-08 09:42:09 main:574] : INFO : Epoch 1936 | loss: 0.0311636 | val_loss: 0.0311762 | Time: 6284.83 ms [2022-02-08 09:42:15 main:574] : INFO : Epoch 1937 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 6399.48 ms [2022-02-08 09:42:21 main:574] : INFO : Epoch 1938 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 6216.83 ms [2022-02-08 09:42:28 main:574] : INFO : Epoch 1939 | loss: 0.0311631 | val_loss: 0.0311742 | Time: 6194.23 ms [2022-02-08 09:42:34 main:574] : INFO : Epoch 1940 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 6263 ms [2022-02-08 09:42:40 main:574] : INFO : Epoch 1941 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 6271.7 ms [2022-02-08 09:42:46 main:574] : INFO : Epoch 1942 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 6278.6 ms [2022-02-08 09:42:53 main:574] : INFO : Epoch 1943 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 6363.74 ms [2022-02-08 09:42:59 main:574] : INFO : Epoch 1944 | loss: 0.0311673 | val_loss: 0.031177 | Time: 6348.12 ms [2022-02-08 09:43:05 main:574] : INFO : Epoch 1945 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 6300.59 ms [2022-02-08 09:43:12 main:574] : INFO : Epoch 1946 | loss: 0.0311652 | val_loss: 0.0311724 | Time: 6243.05 ms [2022-02-08 09:43:18 main:574] : INFO : Epoch 1947 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 6128.47 ms [2022-02-08 09:43:24 main:574] : INFO : Epoch 1948 | loss: 0.0311642 | val_loss: 0.0311726 | Time: 6326.01 ms [2022-02-08 09:43:30 main:574] : INFO : Epoch 1949 | loss: 0.0311631 | val_loss: 0.0311717 | Time: 6324.65 ms [2022-02-08 09:43:37 main:574] : INFO : Epoch 1950 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 6312.71 ms [2022-02-08 09:43:43 main:574] : INFO : Epoch 1951 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 6188.43 ms [2022-02-08 09:43:49 main:574] : INFO : Epoch 1952 | loss: 0.0311674 | val_loss: 0.0311784 | Time: 6255.12 ms [2022-02-08 09:43:56 main:574] : INFO : Epoch 1953 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 6327.88 ms [2022-02-08 09:44:02 main:574] : INFO : Epoch 1954 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 6266.21 ms [2022-02-08 09:44:08 main:574] : INFO : Epoch 1955 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 6047.75 ms [2022-02-08 09:44:14 main:574] : INFO : Epoch 1956 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 6336.82 ms [2022-02-08 09:44:21 main:574] : INFO : Epoch 1957 | loss: 0.0311639 | val_loss: 0.0311744 | Time: 6274.9 ms [2022-02-08 09:44:27 main:574] : INFO : Epoch 1958 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 6211.2 ms [2022-02-08 09:44:33 main:574] : INFO : Epoch 1959 | loss: 0.0311669 | val_loss: 0.0311739 | Time: 6446.06 ms [2022-02-08 09:44:40 main:574] : INFO : Epoch 1960 | loss: 0.0311684 | val_loss: 0.031178 | Time: 6277.61 ms [2022-02-08 09:44:46 main:574] : INFO : Epoch 1961 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 6211.78 ms [2022-02-08 09:44:52 main:574] : INFO : Epoch 1962 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 6290.24 ms [2022-02-08 09:44:58 main:574] : INFO : Epoch 1963 | loss: 0.0311688 | val_loss: 0.0311765 | Time: 6238.72 ms [2022-02-08 09:45:04 main:574] : INFO : Epoch 1964 | loss: 0.0311657 | val_loss: 0.0311758 | Time: 6157.65 ms [2022-02-08 09:45:11 main:574] : INFO : Epoch 1965 | loss: 0.031166 | val_loss: 0.0311784 | Time: 6319.18 ms [2022-02-08 09:45:17 main:574] : INFO : Epoch 1966 | loss: 0.0311647 | val_loss: 0.031174 | Time: 6112.93 ms [2022-02-08 09:45:24 main:574] : INFO : Epoch 1967 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 6291.52 ms [2022-02-08 09:45:30 main:574] : INFO : Epoch 1968 | loss: 0.0311634 | val_loss: 0.0311758 | Time: 6306.93 ms [2022-02-08 09:45:36 main:574] : INFO : Epoch 1969 | loss: 0.0311662 | val_loss: 0.0311771 | Time: 6559.24 ms [2022-02-08 09:45:43 main:574] : INFO : Epoch 1970 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 6210.17 ms [2022-02-08 09:45:49 main:574] : INFO : Epoch 1971 | loss: 0.0311702 | val_loss: 0.031174 | Time: 6179.65 ms [2022-02-08 09:45:55 main:574] : INFO : Epoch 1972 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 6318.71 ms [2022-02-08 09:46:02 main:574] : INFO : Epoch 1973 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 6317.32 ms [2022-02-08 09:46:08 main:574] : INFO : Epoch 1974 | loss: 0.0311872 | val_loss: 0.0311841 | Time: 6326.36 ms [2022-02-08 09:46:14 main:574] : INFO : Epoch 1975 | loss: 0.0311868 | val_loss: 0.0311815 | Time: 6203.87 ms [2022-02-08 09:46:21 main:574] : INFO : Epoch 1976 | loss: 0.031188 | val_loss: 0.0311826 | Time: 6402.6 ms [2022-02-08 09:46:27 main:574] : INFO : Epoch 1977 | loss: 0.031187 | val_loss: 0.0311885 | Time: 6344.56 ms [2022-02-08 09:46:33 main:574] : INFO : Epoch 1978 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 6452.31 ms [2022-02-08 09:46:40 main:574] : INFO : Epoch 1979 | loss: 0.0311851 | val_loss: 0.0311843 | Time: 6203.29 ms [2022-02-08 09:46:46 main:574] : INFO : Epoch 1980 | loss: 0.0311855 | val_loss: 0.0311839 | Time: 6177.88 ms [2022-02-08 09:46:52 main:574] : INFO : Epoch 1981 | loss: 0.0311812 | val_loss: 0.0311796 | Time: 6306.43 ms [2022-02-08 09:46:58 main:574] : INFO : Epoch 1982 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 6375.6 ms [2022-02-08 09:47:05 main:574] : INFO : Epoch 1983 | loss: 0.0311793 | val_loss: 0.0311782 | Time: 6202.86 ms [2022-02-08 09:47:11 main:574] : INFO : Epoch 1984 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 6465.4 ms [2022-02-08 09:47:17 main:574] : INFO : Epoch 1985 | loss: 0.0311828 | val_loss: 0.0311816 | Time: 6109.1 ms [2022-02-08 09:47:24 main:574] : INFO : Epoch 1986 | loss: 0.0311861 | val_loss: 0.0311804 | Time: 6301.69 ms [2022-02-08 09:47:30 main:574] : INFO : Epoch 1987 | loss: 0.0311817 | val_loss: 0.0311781 | Time: 6187.28 ms [2022-02-08 09:47:36 main:574] : INFO : Epoch 1988 | loss: 0.0311816 | val_loss: 0.0311771 | Time: 6241.55 ms [2022-02-08 09:47:42 main:574] : INFO : Epoch 1989 | loss: 0.0311819 | val_loss: 0.0311777 | Time: 6443.26 ms [2022-02-08 09:47:49 main:574] : INFO : Epoch 1990 | loss: 0.0311802 | val_loss: 0.0311752 | Time: 6141.66 ms [2022-02-08 09:47:55 main:574] : INFO : Epoch 1991 | loss: 0.03118 | val_loss: 0.0311751 | Time: 6431.07 ms [2022-02-08 09:48:01 main:574] : INFO : Epoch 1992 | loss: 0.0311831 | val_loss: 0.0311851 | Time: 6302 ms [2022-02-08 09:48:08 main:574] : INFO : Epoch 1993 | loss: 0.0311879 | val_loss: 0.0311865 | Time: 6418.6 ms [2022-02-08 09:48:14 main:574] : INFO : Epoch 1994 | loss: 0.0311873 | val_loss: 0.0311865 | Time: 6251.55 ms [2022-02-08 09:48:20 main:574] : INFO : Epoch 1995 | loss: 0.0311849 | val_loss: 0.0311839 | Time: 6331.33 ms [2022-02-08 09:48:27 main:574] : INFO : Epoch 1996 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 6223.04 ms [2022-02-08 09:48:33 main:574] : INFO : Epoch 1997 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 6251.55 ms [2022-02-08 09:48:40 main:574] : INFO : Epoch 1998 | loss: 0.031182 | val_loss: 0.0311827 | Time: 6296.85 ms [2022-02-08 09:48:46 main:574] : INFO : Epoch 1999 | loss: 0.0311809 | val_loss: 0.0311868 | Time: 6355.36 ms [2022-02-08 09:48:52 main:574] : INFO : Epoch 2000 | loss: 0.0311801 | val_loss: 0.0311826 | Time: 6336.38 ms [2022-02-08 09:48:59 main:574] : INFO : Epoch 2001 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 6234.11 ms [2022-02-08 09:49:05 main:574] : INFO : Epoch 2002 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 6247.83 ms [2022-02-08 09:49:11 main:574] : INFO : Epoch 2003 | loss: 0.0311789 | val_loss: 0.0311852 | Time: 6369.55 ms [2022-02-08 09:49:17 main:574] : INFO : Epoch 2004 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 6253.71 ms [2022-02-08 09:49:24 main:574] : INFO : Epoch 2005 | loss: 0.031177 | val_loss: 0.0311815 | Time: 6167.22 ms [2022-02-08 09:49:30 main:574] : INFO : Epoch 2006 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 6151.76 ms [2022-02-08 09:49:36 main:574] : INFO : Epoch 2007 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 6324.59 ms [2022-02-08 09:49:42 main:574] : INFO : Epoch 2008 | loss: 0.0311734 | val_loss: 0.0311801 | Time: 6220.97 ms [2022-02-08 09:49:48 main:574] : INFO : Epoch 2009 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 6180.87 ms [2022-02-08 09:49:55 main:574] : INFO : Epoch 2010 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 6340.09 ms [2022-02-08 09:50:01 main:574] : INFO : Epoch 2011 | loss: 0.031174 | val_loss: 0.0311782 | Time: 6249.15 ms [2022-02-08 09:50:07 main:574] : INFO : Epoch 2012 | loss: 0.031173 | val_loss: 0.0311798 | Time: 6286.11 ms [2022-02-08 09:50:14 main:574] : INFO : Epoch 2013 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 6330.12 ms [2022-02-08 09:50:20 main:574] : INFO : Epoch 2014 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 6269.45 ms [2022-02-08 09:50:26 main:574] : INFO : Epoch 2015 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 6245.04 ms [2022-02-08 09:50:33 main:574] : INFO : Epoch 2016 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 6240.26 ms [2022-02-08 09:50:39 main:574] : INFO : Epoch 2017 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 6268.58 ms [2022-02-08 09:50:45 main:574] : INFO : Epoch 2018 | loss: 0.0311828 | val_loss: 0.0311942 | Time: 6132.62 ms [2022-02-08 09:50:51 main:574] : INFO : Epoch 2019 | loss: 0.031189 | val_loss: 0.0311798 | Time: 6348.96 ms [2022-02-08 09:50:58 main:574] : INFO : Epoch 2020 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 6250.19 ms [2022-02-08 09:51:04 main:574] : INFO : Epoch 2021 | loss: 0.0311802 | val_loss: 0.0311796 | Time: 6314.37 ms [2022-02-08 09:51:10 main:574] : INFO : Epoch 2022 | loss: 0.031178 | val_loss: 0.0311823 | Time: 6074.82 ms [2022-02-08 09:51:16 main:574] : INFO : Epoch 2023 | loss: 0.031177 | val_loss: 0.03118 | Time: 6316.73 ms [2022-02-08 09:51:23 main:574] : INFO : Epoch 2024 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 6223.23 ms [2022-02-08 09:51:29 main:574] : INFO : Epoch 2025 | loss: 0.0311776 | val_loss: 0.0311862 | Time: 6171.41 ms [2022-02-08 09:51:35 main:574] : INFO : Epoch 2026 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 6231.58 ms [2022-02-08 09:51:41 main:574] : INFO : Epoch 2027 | loss: 0.031174 | val_loss: 0.0311785 | Time: 6228.92 ms [2022-02-08 09:51:47 main:574] : INFO : Epoch 2028 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 6257.49 ms [2022-02-08 09:51:54 main:574] : INFO : Epoch 2029 | loss: 0.031172 | val_loss: 0.0311783 | Time: 6319.53 ms [2022-02-08 09:52:00 main:574] : INFO : Epoch 2030 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 6278.86 ms [2022-02-08 09:52:07 main:574] : INFO : Epoch 2031 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 6341.44 ms [2022-02-08 09:52:13 main:574] : INFO : Epoch 2032 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 6317.84 ms [2022-02-08 09:52:20 main:574] : INFO : Epoch 2033 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 6367 ms [2022-02-08 09:52:26 main:574] : INFO : Epoch 2034 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 6264.41 ms [2022-02-08 09:52:32 main:574] : INFO : Epoch 2035 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 6420.93 ms [2022-02-08 09:52:39 main:574] : INFO : Epoch 2036 | loss: 0.0311763 | val_loss: 0.031179 | Time: 6319.68 ms [2022-02-08 09:52:45 main:574] : INFO : Epoch 2037 | loss: 0.031176 | val_loss: 0.0311776 | Time: 6134.39 ms [2022-02-08 09:52:51 main:574] : INFO : Epoch 2038 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 6439.86 ms [2022-02-08 09:52:57 main:574] : INFO : Epoch 2039 | loss: 0.031174 | val_loss: 0.03118 | Time: 6261.9 ms [2022-02-08 09:53:04 main:574] : INFO : Epoch 2040 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 6276.79 ms [2022-02-08 09:53:10 main:574] : INFO : Epoch 2041 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 6162.13 ms [2022-02-08 09:53:16 main:574] : INFO : Epoch 2042 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 6233.26 ms [2022-02-08 09:53:22 main:574] : INFO : Epoch 2043 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 6350.3 ms [2022-02-08 09:53:29 main:574] : INFO : Epoch 2044 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 6127.46 ms [2022-02-08 09:53:35 main:574] : INFO : Epoch 2045 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 6365.3 ms [2022-02-08 09:53:41 main:574] : INFO : Epoch 2046 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 6355.91 ms [2022-02-08 09:53:47 main:574] : INFO : Epoch 2047 | loss: 0.0311706 | val_loss: 0.0311771 | Time: 6123.26 ms [2022-02-08 09:53:54 main:574] : INFO : Epoch 2048 | loss: 0.0311718 | val_loss: 0.0311857 | Time: 6390.12 ms [2022-02-08 09:53:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311857 [2022-02-08 09:53:54 main:603] : INFO : Saving end state to config to file [2022-02-08 09:53:54 main:608] : INFO : Success, exiting.. 09:53:54 (11960): 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)