Task 3864627
| Name | ParityModified-1611091662-8722-6_1 |
| Workunit | 2029504 |
| Created | 26 Jan 2021, 23:41:35 UTC |
| Sent | 26 Jan 2021, 23:41:48 UTC |
| Report deadline | 2 Feb 2021, 23:41:48 UTC |
| Received | 27 Jan 2021, 2:13:40 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Aborted by user |
| Exit status | 203 (0x000000CB) EXIT_ABORTED_VIA_GUI |
| Computer ID | 4285 |
| Run time | 15 min 57 sec |
| CPU time | 15 min 56 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,233.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <message> aborted by user</message> <stderr_txt> INFO : Epoch 75 | loss: 0.0311822 | val_loss: 0.0311822 | Time: 1726.41 ms [2021-01-26 20:59:44 main:581] : INFO : Epoch 76 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 1727.66 ms [2021-01-26 20:59:46 main:581] : INFO : Epoch 77 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 1728.73 ms [2021-01-26 20:59:47 main:581] : INFO : Epoch 78 | loss: 0.031179 | val_loss: 0.031182 | Time: 1725.54 ms [2021-01-26 20:59:49 main:581] : INFO : Epoch 79 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 1726.39 ms [2021-01-26 20:59:51 main:581] : INFO : Epoch 80 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 1719.27 ms [2021-01-26 20:59:53 main:581] : INFO : Epoch 81 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 1724.38 ms [2021-01-26 20:59:54 main:581] : INFO : Epoch 82 | loss: 0.0311913 | val_loss: 0.031185 | Time: 1722.05 ms [2021-01-26 20:59:56 main:581] : INFO : Epoch 83 | loss: 0.0311896 | val_loss: 0.0311862 | Time: 1723.13 ms [2021-01-26 20:59:58 main:581] : INFO : Epoch 84 | loss: 0.0311869 | val_loss: 0.0311849 | Time: 1724.63 ms [2021-01-26 20:59:59 main:581] : INFO : Epoch 85 | loss: 0.0311858 | val_loss: 0.0311832 | Time: 1718.88 ms [2021-01-26 21:00:01 main:581] : INFO : Epoch 86 | loss: 0.0311838 | val_loss: 0.0311832 | Time: 1736.51 ms [2021-01-26 21:00:03 main:581] : INFO : Epoch 87 | loss: 0.0311832 | val_loss: 0.0311832 | Time: 1725.31 ms [2021-01-26 21:00:05 main:581] : INFO : Epoch 88 | loss: 0.0311839 | val_loss: 0.0311843 | Time: 1725.26 ms [2021-01-26 21:00:06 main:581] : INFO : Epoch 89 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 1731.37 ms [2021-01-26 21:00:08 main:581] : INFO : Epoch 90 | loss: 0.0311826 | val_loss: 0.0311821 | Time: 1728.55 ms [2021-01-26 21:00:10 main:581] : INFO : Epoch 91 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 1720.03 ms [2021-01-26 21:00:12 main:581] : INFO : Epoch 92 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 1721.33 ms [2021-01-26 21:00:13 main:581] : INFO : Epoch 93 | loss: 0.0311831 | val_loss: 0.0311836 | Time: 1724.09 ms [2021-01-26 21:00:15 main:581] : INFO : Epoch 94 | loss: 0.0311833 | val_loss: 0.0311851 | Time: 1718.64 ms [2021-01-26 21:00:17 main:581] : INFO : Epoch 95 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 1725.87 ms [2021-01-26 21:00:18 main:581] : INFO : Epoch 96 | loss: 0.031183 | val_loss: 0.0311845 | Time: 1731.63 ms [2021-01-26 21:00:20 main:581] : INFO : Epoch 97 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 1729.14 ms [2021-01-26 21:00:22 main:581] : INFO : Epoch 98 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 1730.02 ms [2021-01-26 21:00:24 main:581] : INFO : Epoch 99 | loss: 0.0311843 | val_loss: 0.0311885 | Time: 1727.55 ms [2021-01-26 21:00:25 main:581] : INFO : Epoch 100 | loss: 0.0311844 | val_loss: 0.0311844 | Time: 1730.69 ms [2021-01-26 21:00:27 main:581] : INFO : Epoch 101 | loss: 0.031182 | val_loss: 0.0311825 | Time: 1721.78 ms [2021-01-26 21:00:29 main:581] : INFO : Epoch 102 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1726.03 ms [2021-01-26 21:00:31 main:581] : INFO : Epoch 103 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1724.36 ms [2021-01-26 21:00:32 main:581] : INFO : Epoch 104 | loss: 0.0311821 | val_loss: 0.0311837 | Time: 1723.91 ms [2021-01-26 21:00:34 main:581] : INFO : Epoch 105 | loss: 0.031181 | val_loss: 0.0311822 | Time: 1725.94 ms [2021-01-26 21:00:36 main:581] : INFO : Epoch 106 | loss: 0.0311823 | val_loss: 0.031182 | Time: 1721.23 ms [2021-01-26 21:00:37 main:581] : INFO : Epoch 107 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 1731.39 ms [2021-01-26 21:00:39 main:581] : INFO : Epoch 108 | loss: 0.0311843 | val_loss: 0.0311825 | Time: 1727.66 ms [2021-01-26 21:00:41 main:581] : INFO : Epoch 109 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 1728.27 ms [2021-01-26 21:00:43 main:581] : INFO : Epoch 110 | loss: 0.0311824 | val_loss: 0.0311824 | Time: 1731.97 ms [2021-01-26 21:00:44 main:581] : INFO : Epoch 111 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 1733.89 ms [2021-01-26 21:00:46 main:581] : INFO : Epoch 112 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 1723.69 ms [2021-01-26 21:00:48 main:581] : INFO : Epoch 113 | loss: 0.0311816 | val_loss: 0.0311857 | Time: 1721.48 ms [2021-01-26 21:00:50 main:581] : INFO : Epoch 114 | loss: 0.0311879 | val_loss: 0.0311996 | Time: 1722.79 ms [2021-01-26 21:00:51 main:581] : INFO : Epoch 115 | loss: 0.0311869 | val_loss: 0.0311887 | Time: 1723.11 ms [2021-01-26 21:00:53 main:581] : INFO : Epoch 116 | loss: 0.0311856 | val_loss: 0.0311913 | Time: 1725.09 ms [2021-01-26 21:00:55 main:581] : INFO : Epoch 117 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 1727.51 ms [2021-01-26 21:00:56 main:581] : INFO : Epoch 118 | loss: 0.0311843 | val_loss: 0.031189 | Time: 1728.75 ms [2021-01-26 21:00:58 main:581] : INFO : Epoch 119 | loss: 0.0311831 | val_loss: 0.0311881 | Time: 1726.77 ms [2021-01-26 21:01:00 main:581] : INFO : Epoch 120 | loss: 0.0311838 | val_loss: 0.0311884 | Time: 1732.99 ms [2021-01-26 21:01:02 main:581] : INFO : Epoch 121 | loss: 0.0311851 | val_loss: 0.0311887 | Time: 1728.38 ms [2021-01-26 21:01:03 main:581] : INFO : Epoch 122 | loss: 0.0311849 | val_loss: 0.031188 | Time: 1722.07 ms [2021-01-26 21:01:05 main:581] : INFO : Epoch 123 | loss: 0.0311845 | val_loss: 0.031189 | Time: 1725.49 ms [2021-01-26 21:01:07 main:581] : INFO : Epoch 124 | loss: 0.0311842 | val_loss: 0.0311873 | Time: 1721.76 ms [2021-01-26 21:01:09 main:581] : INFO : Epoch 125 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 1722.68 ms [2021-01-26 21:01:10 main:581] : INFO : Epoch 126 | loss: 0.0311839 | val_loss: 0.0311882 | Time: 1722.23 ms [2021-01-26 21:01:12 main:581] : INFO : Epoch 127 | loss: 0.0311834 | val_loss: 0.0311871 | Time: 1719.66 ms [2021-01-26 21:01:14 main:581] : INFO : Epoch 128 | loss: 0.0311833 | val_loss: 0.0311865 | Time: 1724.76 ms [2021-01-26 21:01:15 main:581] : INFO : Epoch 129 | loss: 0.0311821 | val_loss: 0.0311874 | Time: 1722.24 ms [2021-01-26 21:01:17 main:581] : INFO : Epoch 130 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 1724.99 ms [2021-01-26 21:01:19 main:581] : INFO : Epoch 131 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 1728.23 ms [2021-01-26 21:01:21 main:581] : INFO : Epoch 132 | loss: 0.0311865 | val_loss: 0.0311879 | Time: 1724.37 ms [2021-01-26 21:01:22 main:581] : INFO : Epoch 133 | loss: 0.0311834 | val_loss: 0.0311855 | Time: 1718.26 ms [2021-01-26 21:01:24 main:581] : INFO : Epoch 134 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 1718.45 ms [2021-01-26 21:01:26 main:581] : INFO : Epoch 135 | loss: 0.0311833 | val_loss: 0.031186 | Time: 1719.11 ms [2021-01-26 21:01:27 main:581] : INFO : Epoch 136 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 1718.83 ms [2021-01-26 21:01:29 main:581] : INFO : Epoch 137 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 1721.92 ms [2021-01-26 21:01:31 main:581] : INFO : Epoch 138 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 1726.54 ms [2021-01-26 21:01:33 main:581] : INFO : Epoch 139 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 1723.72 ms [2021-01-26 21:01:34 main:581] : INFO : Epoch 140 | loss: 0.0311825 | val_loss: 0.0311953 | Time: 1726.62 ms [2021-01-26 21:01:36 main:581] : INFO : Epoch 141 | loss: 0.0311845 | val_loss: 0.0311873 | Time: 1725.4 ms [2021-01-26 21:01:38 main:581] : INFO : Epoch 142 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 1728.25 ms [2021-01-26 21:01:40 main:581] : INFO : Epoch 143 | loss: 0.0311816 | val_loss: 0.0311891 | Time: 1722.12 ms [2021-01-26 21:01:41 main:581] : INFO : Epoch 144 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1726.6 ms [2021-01-26 21:01:43 main:581] : INFO : Epoch 145 | loss: 0.0311834 | val_loss: 0.0311856 | Time: 1721.56 ms [2021-01-26 21:01:45 main:581] : INFO : Epoch 146 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 1722.32 ms [2021-01-26 21:01:46 main:581] : INFO : Epoch 147 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 1724.5 ms [2021-01-26 21:01:48 main:581] : INFO : Epoch 148 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 1719.51 ms [2021-01-26 21:01:50 main:581] : INFO : Epoch 149 | loss: 0.0311805 | val_loss: 0.031184 | Time: 1728.45 ms [2021-01-26 21:01:52 main:581] : INFO : Epoch 150 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 1720.76 ms [2021-01-26 21:01:53 main:581] : INFO : Epoch 151 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 1725.51 ms [2021-01-26 21:01:55 main:581] : INFO : Epoch 152 | loss: 0.0311824 | val_loss: 0.0311837 | Time: 1726.86 ms [2021-01-26 21:01:57 main:581] : INFO : Epoch 153 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 1729.16 ms [2021-01-26 21:01:58 main:581] : INFO : Epoch 154 | loss: 0.0311809 | val_loss: 0.0311843 | Time: 1724.7 ms [2021-01-26 21:02:00 main:581] : INFO : Epoch 155 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 1730.37 ms [2021-01-26 21:02:02 main:581] : INFO : Epoch 156 | loss: 0.0311803 | val_loss: 0.0311838 | Time: 1724.53 ms [2021-01-26 21:02:04 main:581] : INFO : Epoch 157 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 1720.67 ms [2021-01-26 21:02:05 main:581] : INFO : Epoch 158 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 1726.98 ms [2021-01-26 21:02:07 main:581] : INFO : Epoch 159 | loss: 0.031181 | val_loss: 0.0311838 | Time: 1730.12 ms [2021-01-26 21:02:09 main:581] : INFO : Epoch 160 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 1728.22 ms [2021-01-26 21:02:11 main:581] : INFO : Epoch 161 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 1729.17 ms [2021-01-26 21:02:12 main:581] : INFO : Epoch 162 | loss: 0.0311812 | val_loss: 0.0311833 | Time: 1725.22 ms [2021-01-26 21:02:14 main:581] : INFO : Epoch 163 | loss: 0.0311811 | val_loss: 0.0311869 | Time: 1726.98 ms [2021-01-26 21:02:16 main:581] : INFO : Epoch 164 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 1721.23 ms [2021-01-26 21:02:17 main:581] : INFO : Epoch 165 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 1724.39 ms [2021-01-26 21:02:19 main:581] : INFO : Epoch 166 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 1720.23 ms [2021-01-26 21:02:21 main:581] : INFO : Epoch 167 | loss: 0.0311795 | val_loss: 0.0311874 | Time: 1723.72 ms [2021-01-26 21:02:23 main:581] : INFO : Epoch 168 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 1724.16 ms [2021-01-26 21:02:24 main:581] : INFO : Epoch 169 | loss: 0.0311796 | val_loss: 0.0311838 | Time: 1718.11 ms [2021-01-26 21:02:26 main:581] : INFO : Epoch 170 | loss: 0.0311786 | val_loss: 0.0311853 | Time: 1725.66 ms [2021-01-26 21:02:28 main:581] : INFO : Epoch 171 | loss: 0.031179 | val_loss: 0.0311843 | Time: 1723.53 ms [2021-01-26 21:02:30 main:581] : INFO : Epoch 172 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 1724.22 ms [2021-01-26 21:02:31 main:581] : INFO : Epoch 173 | loss: 0.0311811 | val_loss: 0.0311898 | Time: 1728.75 ms [2021-01-26 21:02:33 main:581] : INFO : Epoch 174 | loss: 0.0311859 | val_loss: 0.0311943 | Time: 1727.24 ms [2021-01-26 21:02:35 main:581] : INFO : Epoch 175 | loss: 0.0311888 | val_loss: 0.0311849 | Time: 1722.58 ms [2021-01-26 21:02:36 main:581] : INFO : Epoch 176 | loss: 0.0311843 | val_loss: 0.0311845 | Time: 1717.8 ms [2021-01-26 21:02:38 main:581] : INFO : Epoch 177 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 1722.1 ms [2021-01-26 21:02:40 main:581] : INFO : Epoch 178 | loss: 0.031182 | val_loss: 0.0311836 | Time: 1718.94 ms [2021-01-26 21:02:42 main:581] : INFO : Epoch 179 | loss: 0.0311814 | val_loss: 0.0311833 | Time: 1721.23 ms [2021-01-26 21:02:43 main:581] : INFO : Epoch 180 | loss: 0.031181 | val_loss: 0.0311821 | Time: 1722.73 ms [2021-01-26 21:02:45 main:581] : INFO : Epoch 181 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 1716.95 ms [2021-01-26 21:02:47 main:581] : INFO : Epoch 182 | loss: 0.0311817 | val_loss: 0.03119 | Time: 1721.91 ms [2021-01-26 21:02:48 main:581] : INFO : Epoch 183 | loss: 0.031184 | val_loss: 0.0311848 | Time: 1717.26 ms [2021-01-26 21:02:50 main:581] : INFO : Epoch 184 | loss: 0.031181 | val_loss: 0.0311848 | Time: 1715.66 ms [2021-01-26 21:02:52 main:581] : INFO : Epoch 185 | loss: 0.0311801 | val_loss: 0.0311824 | Time: 1713.2 ms [2021-01-26 21:02:54 main:581] : INFO : Epoch 186 | loss: 0.0311818 | val_loss: 0.0311919 | Time: 1720.62 ms [2021-01-26 21:02:55 main:581] : INFO : Epoch 187 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 1713.57 ms [2021-01-26 21:02:57 main:581] : INFO : Epoch 188 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 1699.08 ms [2021-01-26 21:02:59 main:581] : INFO : Epoch 189 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 1678.72 ms [2021-01-26 21:03:00 main:581] : INFO : Epoch 190 | loss: 0.031179 | val_loss: 0.0311814 | Time: 1682.43 ms [2021-01-26 21:03:02 main:581] : INFO : Epoch 191 | loss: 0.0311788 | val_loss: 0.0311817 | Time: 1681.35 ms [2021-01-26 21:03:04 main:581] : INFO : Epoch 192 | loss: 0.0311774 | val_loss: 0.0311822 | Time: 1684.75 ms [2021-01-26 21:03:05 main:581] : INFO : Epoch 193 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 1678.24 ms [2021-01-26 21:03:07 main:581] : INFO : Epoch 194 | loss: 0.0311781 | val_loss: 0.031182 | Time: 1681.8 ms [2021-01-26 21:03:09 main:581] : INFO : Epoch 195 | loss: 0.031178 | val_loss: 0.0311848 | Time: 1681.13 ms [2021-01-26 21:03:11 main:581] : INFO : Epoch 196 | loss: 0.0311785 | val_loss: 0.031183 | Time: 1676.78 ms [2021-01-26 21:03:12 main:581] : INFO : Epoch 197 | loss: 0.031179 | val_loss: 0.0311826 | Time: 1675.79 ms [2021-01-26 21:03:14 main:581] : INFO : Epoch 198 | loss: 0.0311797 | val_loss: 0.0311863 | Time: 1693.55 ms [2021-01-26 21:03:16 main:581] : INFO : Epoch 199 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 1683.18 ms [2021-01-26 21:03:17 main:581] : INFO : Epoch 200 | loss: 0.0311796 | val_loss: 0.031182 | Time: 1678.78 ms [2021-01-26 21:03:19 main:581] : INFO : Epoch 201 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 1684.37 ms [2021-01-26 21:03:21 main:581] : INFO : Epoch 202 | loss: 0.0311796 | val_loss: 0.0311821 | Time: 1683.6 ms [2021-01-26 21:03:22 main:581] : INFO : Epoch 203 | loss: 0.0311818 | val_loss: 0.0311817 | Time: 1686.74 ms [2021-01-26 21:03:24 main:581] : INFO : Epoch 204 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 1684.09 ms [2021-01-26 21:03:26 main:581] : INFO : Epoch 205 | loss: 0.0311841 | val_loss: 0.0311879 | Time: 1692.87 ms [2021-01-26 21:03:27 main:581] : INFO : Epoch 206 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 1687.14 ms [2021-01-26 21:03:29 main:581] : INFO : Epoch 207 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 1692.67 ms [2021-01-26 21:03:31 main:581] : INFO : Epoch 208 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 1688.8 ms [2021-01-26 21:03:32 main:581] : INFO : Epoch 209 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 1680.29 ms [2021-01-26 21:03:34 main:581] : INFO : Epoch 210 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 1671.27 ms [2021-01-26 21:03:36 main:581] : INFO : Epoch 211 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 1653.55 ms [2021-01-26 21:03:37 main:581] : INFO : Epoch 212 | loss: 0.0311786 | val_loss: 0.0311821 | Time: 1669.59 ms [2021-01-26 21:03:39 main:581] : INFO : Epoch 213 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 1668.67 ms [2021-01-26 21:03:41 main:581] : INFO : Epoch 214 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1665.67 ms [2021-01-26 21:03:42 main:581] : INFO : Epoch 215 | loss: 0.0311803 | val_loss: 0.0311804 | Time: 1665.67 ms [2021-01-26 21:03:44 main:581] : INFO : Epoch 216 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 1668.09 ms [2021-01-26 21:03:46 main:581] : INFO : Epoch 217 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 1666.14 ms [2021-01-26 21:03:47 main:581] : INFO : Epoch 218 | loss: 0.031179 | val_loss: 0.0311818 | Time: 1660.51 ms [2021-01-26 21:03:49 main:581] : INFO : Epoch 219 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 1666.07 ms [2021-01-26 21:03:51 main:581] : INFO : Epoch 220 | loss: 0.03118 | val_loss: 0.0311834 | Time: 1665.76 ms [2021-01-26 21:03:52 main:581] : INFO : Epoch 221 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 1664.34 ms [2021-01-26 21:03:54 main:581] : INFO : Epoch 222 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 1673.9 ms [2021-01-26 21:03:56 main:581] : INFO : Epoch 223 | loss: 0.0311773 | val_loss: 0.0311796 | Time: 1665.21 ms [2021-01-26 21:03:57 main:581] : INFO : Epoch 224 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 1669.97 ms [2021-01-26 21:03:59 main:581] : INFO : Epoch 225 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 1670.24 ms [2021-01-26 21:04:01 main:581] : INFO : Epoch 226 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 1681.3 ms [2021-01-26 21:04:02 main:581] : INFO : Epoch 227 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 1666.57 ms [2021-01-26 21:04:04 main:581] : INFO : Epoch 228 | loss: 0.0311787 | val_loss: 0.0311791 | Time: 1663.67 ms [2021-01-26 21:04:06 main:581] : INFO : Epoch 229 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 1654.24 ms [2021-01-26 21:04:07 main:581] : INFO : Epoch 230 | loss: 0.0311769 | val_loss: 0.0311796 | Time: 1662.75 ms [2021-01-26 21:04:09 main:581] : INFO : Epoch 231 | loss: 0.0311783 | val_loss: 0.031184 | Time: 1664.85 ms [2021-01-26 21:04:11 main:581] : INFO : Epoch 232 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 1667.4 ms [2021-01-26 21:04:12 main:581] : INFO : Epoch 233 | loss: 0.0311762 | val_loss: 0.03118 | Time: 1663.88 ms [2021-01-26 21:04:14 main:581] : INFO : Epoch 234 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 1667.35 ms [2021-01-26 21:04:16 main:581] : INFO : Epoch 235 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 1659.06 ms [2021-01-26 21:04:17 main:581] : INFO : Epoch 236 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 1661.93 ms [2021-01-26 21:04:19 main:581] : INFO : Epoch 237 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 1663.69 ms [2021-01-26 21:04:21 main:581] : INFO : Epoch 238 | loss: 0.0311778 | val_loss: 0.0311798 | Time: 1665.41 ms [2021-01-26 21:04:22 main:581] : INFO : Epoch 239 | loss: 0.0311772 | val_loss: 0.0311809 | Time: 1670.29 ms [2021-01-26 21:04:24 main:581] : INFO : Epoch 240 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 1669 ms [2021-01-26 21:04:26 main:581] : INFO : Epoch 241 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 1667.09 ms [2021-01-26 21:04:27 main:581] : INFO : Epoch 242 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1670.69 ms [2021-01-26 21:04:29 main:581] : INFO : Epoch 243 | loss: 0.0311846 | val_loss: 0.031184 | Time: 1674.01 ms [2021-01-26 21:04:31 main:581] : INFO : Epoch 244 | loss: 0.0311856 | val_loss: 0.0311826 | Time: 1673.23 ms [2021-01-26 21:04:32 main:581] : INFO : Epoch 245 | loss: 0.0311855 | val_loss: 0.0311838 | Time: 1673.72 ms [2021-01-26 21:04:34 main:581] : INFO : Epoch 246 | loss: 0.0311835 | val_loss: 0.0311821 | Time: 1678.48 ms [2021-01-26 21:04:36 main:581] : INFO : Epoch 247 | loss: 0.031183 | val_loss: 0.0311815 | Time: 1665.92 ms [2021-01-26 21:04:37 main:581] : INFO : Epoch 248 | loss: 0.0311847 | val_loss: 0.0311834 | Time: 1669.11 ms [2021-01-26 21:04:39 main:581] : INFO : Epoch 249 | loss: 0.0311852 | val_loss: 0.0311845 | Time: 1662 ms [2021-01-26 21:04:41 main:581] : INFO : Epoch 250 | loss: 0.0311851 | val_loss: 0.0311842 | Time: 1667.7 ms [2021-01-26 21:04:42 main:581] : INFO : Epoch 251 | loss: 0.0311842 | val_loss: 0.0311833 | Time: 1677.32 ms [2021-01-26 21:04:44 main:581] : INFO : Epoch 252 | loss: 0.0311825 | val_loss: 0.0311822 | Time: 1670.55 ms [2021-01-26 21:04:46 main:581] : INFO : Epoch 253 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 1668.51 ms [2021-01-26 21:04:47 main:581] : INFO : Epoch 254 | loss: 0.0311823 | val_loss: 0.031186 | Time: 1669.75 ms [2021-01-26 21:04:49 main:581] : INFO : Epoch 255 | loss: 0.0311835 | val_loss: 0.0311846 | Time: 1670.41 ms [2021-01-26 21:04:51 main:581] : INFO : Epoch 256 | loss: 0.0311821 | val_loss: 0.0311822 | Time: 1667.45 ms [2021-01-26 21:04:52 main:581] : INFO : Epoch 257 | loss: 0.0311834 | val_loss: 0.0311858 | Time: 1668.22 ms [2021-01-26 21:04:54 main:581] : INFO : Epoch 258 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 1674.77 ms [2021-01-26 21:04:56 main:581] : INFO : Epoch 259 | loss: 0.0311869 | val_loss: 0.0311954 | Time: 1667.06 ms [2021-01-26 21:04:57 main:581] : INFO : Epoch 260 | loss: 0.0314446 | val_loss: 0.0449313 | Time: 1667.99 ms [2021-01-26 21:04:59 main:581] : INFO : Epoch 261 | loss: 0.0430196 | val_loss: 0.0449771 | Time: 1671.49 ms [2021-01-26 21:05:01 main:581] : INFO : Epoch 262 | loss: 0.0429435 | val_loss: 0.0351363 | Time: 1682.15 ms [2021-01-26 21:05:02 main:581] : INFO : Epoch 263 | loss: 0.0338076 | val_loss: 0.0316787 | Time: 1664.05 ms [2021-01-26 21:05:04 main:581] : INFO : Epoch 264 | loss: 0.0315557 | val_loss: 0.0313423 | Time: 1668.89 ms [2021-01-26 21:05:06 main:581] : INFO : Epoch 265 | loss: 0.0313071 | val_loss: 0.0312711 | Time: 1656.91 ms [2021-01-26 21:05:07 main:581] : INFO : Epoch 266 | loss: 0.031259 | val_loss: 0.0312529 | Time: 1656.9 ms [2021-01-26 21:05:09 main:581] : INFO : Epoch 267 | loss: 0.0312487 | val_loss: 0.031246 | Time: 1675 ms [2021-01-26 21:05:11 main:581] : INFO : Epoch 268 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 1677.04 ms [2021-01-26 21:05:13 main:581] : INFO : Epoch 269 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 1674.08 ms [2021-01-26 21:05:14 main:581] : INFO : Epoch 270 | loss: 0.0312407 | val_loss: 0.0312404 | Time: 1667.67 ms [2021-01-26 21:05:16 main:581] : INFO : Epoch 271 | loss: 0.0312393 | val_loss: 0.0312394 | Time: 1667.13 ms [2021-01-26 21:05:18 main:581] : INFO : Epoch 272 | loss: 0.0312378 | val_loss: 0.0312374 | Time: 1679.17 ms [2021-01-26 21:05:19 main:581] : INFO : Epoch 273 | loss: 0.0312361 | val_loss: 0.031236 | Time: 1669.98 ms [2021-01-26 21:05:21 main:581] : INFO : Epoch 274 | loss: 0.0312346 | val_loss: 0.0312349 | Time: 1665.41 ms [2021-01-26 21:05:23 main:581] : INFO : Epoch 275 | loss: 0.0312332 | val_loss: 0.0312334 | Time: 1670.08 ms [2021-01-26 21:05:24 main:581] : INFO : Epoch 276 | loss: 0.0312313 | val_loss: 0.0312311 | Time: 1677.61 ms [2021-01-26 21:05:26 main:581] : INFO : Epoch 277 | loss: 0.0312298 | val_loss: 0.03123 | Time: 1681.37 ms [2021-01-26 21:05:28 main:581] : INFO : Epoch 278 | loss: 0.0312287 | val_loss: 0.0312284 | Time: 1675.66 ms [2021-01-26 21:05:29 main:581] : INFO : Epoch 279 | loss: 0.0312271 | val_loss: 0.0312272 | Time: 1681.38 ms [2021-01-26 21:05:31 main:581] : INFO : Epoch 280 | loss: 0.031226 | val_loss: 0.0312259 | Time: 1666.08 ms [2021-01-26 21:05:33 main:581] : INFO : Epoch 281 | loss: 0.0312245 | val_loss: 0.031224 | Time: 1671.2 ms [2021-01-26 21:05:34 main:581] : INFO : Epoch 282 | loss: 0.0312225 | val_loss: 0.0312221 | Time: 1671.52 ms [2021-01-26 21:05:36 main:581] : INFO : Epoch 283 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 1662.35 ms [2021-01-26 21:05:38 main:581] : INFO : Epoch 284 | loss: 0.0312193 | val_loss: 0.0312189 | Time: 1656.9 ms [2021-01-26 21:05:39 main:581] : INFO : Epoch 285 | loss: 0.0312181 | val_loss: 0.0312175 | Time: 1652.7 ms [2021-01-26 21:05:41 main:581] : INFO : Epoch 286 | loss: 0.0312168 | val_loss: 0.0312166 | Time: 1654.9 ms [2021-01-26 21:05:43 main:581] : INFO : Epoch 287 | loss: 0.0312152 | val_loss: 0.0312141 | Time: 1663.01 ms [2021-01-26 21:05:44 main:581] : INFO : Epoch 288 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1668.11 ms [2021-01-26 21:05:46 main:581] : INFO : Epoch 289 | loss: 0.0312119 | val_loss: 0.0312099 | Time: 1668.22 ms [2021-01-26 21:05:48 main:581] : INFO : Epoch 290 | loss: 0.0312106 | val_loss: 0.031208 | Time: 1656.08 ms [2021-01-26 21:05:49 main:581] : INFO : Epoch 291 | loss: 0.0312093 | val_loss: 0.0312072 | Time: 1666.03 ms [2021-01-26 21:05:51 main:581] : INFO : Epoch 292 | loss: 0.0312081 | val_loss: 0.0312056 | Time: 1649.86 ms [2021-01-26 21:05:53 main:581] : INFO : Epoch 293 | loss: 0.031206 | val_loss: 0.0312035 | Time: 1647.74 ms [2021-01-26 21:05:54 main:581] : INFO : Epoch 294 | loss: 0.0312048 | val_loss: 0.0312045 | Time: 1653.8 ms [2021-01-26 21:05:56 main:581] : INFO : Epoch 295 | loss: 0.0312047 | val_loss: 0.0312025 | Time: 1658.34 ms [2021-01-26 21:05:57 main:581] : INFO : Epoch 296 | loss: 0.0312039 | val_loss: 0.031202 | Time: 1656.41 ms [2021-01-26 21:05:59 main:581] : INFO : Epoch 297 | loss: 0.0312036 | val_loss: 0.0312017 | Time: 1660.53 ms [2021-01-26 21:06:01 main:581] : INFO : Epoch 298 | loss: 0.0312033 | val_loss: 0.0312022 | Time: 1669.6 ms [2021-01-26 21:06:02 main:581] : INFO : Epoch 299 | loss: 0.0312026 | val_loss: 0.0311994 | Time: 1666.86 ms [2021-01-26 21:06:04 main:581] : INFO : Epoch 300 | loss: 0.0312024 | val_loss: 0.0312 | Time: 1678.69 ms [2021-01-26 21:06:06 main:581] : INFO : Epoch 301 | loss: 0.0312021 | val_loss: 0.031199 | Time: 1664.44 ms [2021-01-26 21:06:07 main:581] : INFO : Epoch 302 | loss: 0.0312014 | val_loss: 0.0311993 | Time: 1670.41 ms [2021-01-26 21:06:09 main:581] : INFO : Epoch 303 | loss: 0.0312012 | val_loss: 0.0311984 | Time: 1668.46 ms [2021-01-26 21:06:11 main:581] : INFO : Epoch 304 | loss: 0.0312005 | val_loss: 0.0311983 | Time: 1666.58 ms [2021-01-26 21:06:12 main:581] : INFO : Epoch 305 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 1671.94 ms [2021-01-26 21:06:14 main:581] : INFO : Epoch 306 | loss: 0.0312 | val_loss: 0.0311982 | Time: 1675.27 ms [2021-01-26 21:06:16 main:581] : INFO : Epoch 307 | loss: 0.0311994 | val_loss: 0.0311977 | Time: 1679.93 ms [2021-01-26 21:06:18 main:581] : INFO : Epoch 308 | loss: 0.0311995 | val_loss: 0.0311977 | Time: 1676.71 ms [2021-01-26 21:06:19 main:581] : INFO : Epoch 309 | loss: 0.031199 | val_loss: 0.0311973 | Time: 1683.05 ms [2021-01-26 21:06:21 main:581] : INFO : Epoch 310 | loss: 0.0311994 | val_loss: 0.0311976 | Time: 1679.77 ms [2021-01-26 21:06:23 main:581] : INFO : Epoch 311 | loss: 0.0311988 | val_loss: 0.0311969 | Time: 1673.3 ms [2021-01-26 21:06:24 main:581] : INFO : Epoch 312 | loss: 0.0311985 | val_loss: 0.0311968 | Time: 1675.67 ms [2021-01-26 21:06:26 main:581] : INFO : Epoch 313 | loss: 0.0311986 | val_loss: 0.0311965 | Time: 1670.2 ms [2021-01-26 21:06:28 main:581] : INFO : Epoch 314 | loss: 0.0311987 | val_loss: 0.0311986 | Time: 1668.04 ms [2021-01-26 21:06:29 main:581] : INFO : Epoch 315 | loss: 0.0312005 | val_loss: 0.0311993 | Time: 1673.01 ms [2021-01-26 21:06:31 main:581] : INFO : Epoch 316 | loss: 0.0311992 | val_loss: 0.0311965 | Time: 1673.01 ms [2021-01-26 21:06:33 main:581] : INFO : Epoch 317 | loss: 0.0311987 | val_loss: 0.0311965 | Time: 1679.29 ms [2021-01-26 21:06:34 main:581] : INFO : Epoch 318 | loss: 0.0311984 | val_loss: 0.0311961 | Time: 1676.99 ms [2021-01-26 21:06:36 main:581] : INFO : Epoch 319 | loss: 0.0311978 | val_loss: 0.0311971 | Time: 1677.32 ms [2021-01-26 21:06:38 main:581] : INFO : Epoch 320 | loss: 0.0311982 | val_loss: 0.0311958 | Time: 1675.9 ms [2021-01-26 21:06:39 main:581] : INFO : Epoch 321 | loss: 0.0311976 | val_loss: 0.0311957 | Time: 1677.28 ms [2021-01-26 21:06:41 main:581] : INFO : Epoch 322 | loss: 0.0311976 | val_loss: 0.0311952 | Time: 1667.08 ms [2021-01-26 21:06:43 main:581] : INFO : Epoch 323 | loss: 0.0311972 | val_loss: 0.0311949 | Time: 1665.14 ms [2021-01-26 21:06:44 main:581] : INFO : Epoch 324 | loss: 0.0311969 | val_loss: 0.031195 | Time: 1668.83 ms [2021-01-26 21:06:46 main:581] : INFO : Epoch 325 | loss: 0.0311971 | val_loss: 0.0311944 | Time: 1670.19 ms [2021-01-26 21:06:48 main:581] : INFO : Epoch 326 | loss: 0.0311972 | val_loss: 0.0311948 | Time: 1666.84 ms [2021-01-26 21:06:49 main:581] : INFO : Epoch 327 | loss: 0.0311971 | val_loss: 0.0311941 | Time: 1669.81 ms [2021-01-26 21:06:51 main:581] : INFO : Epoch 328 | loss: 0.0311972 | val_loss: 0.0311955 | Time: 1682.71 ms [2021-01-26 21:06:53 main:581] : INFO : Epoch 329 | loss: 0.0311968 | val_loss: 0.0311935 | Time: 1683.57 ms [2021-01-26 21:06:54 main:581] : INFO : Epoch 330 | loss: 0.0311965 | val_loss: 0.0311936 | Time: 1677.63 ms [2021-01-26 21:06:56 main:581] : INFO : Epoch 331 | loss: 0.031197 | val_loss: 0.031195 | Time: 1678.2 ms [2021-01-26 21:06:58 main:581] : INFO : Epoch 332 | loss: 0.031196 | val_loss: 0.0311931 | Time: 1670.68 ms [2021-01-26 21:06:59 main:581] : INFO : Epoch 333 | loss: 0.031196 | val_loss: 0.0311938 | Time: 1675.16 ms [2021-01-26 21:07:01 main:581] : INFO : Epoch 334 | loss: 0.0311958 | val_loss: 0.0311942 | Time: 1681.2 ms [2021-01-26 21:07:03 main:581] : INFO : Epoch 335 | loss: 0.0311959 | val_loss: 0.0311933 | Time: 1670.87 ms [2021-01-26 21:07:04 main:581] : INFO : Epoch 336 | loss: 0.0311959 | val_loss: 0.0311942 | Time: 1671.62 ms [2021-01-26 21:07:06 main:581] : INFO : Epoch 337 | loss: 0.0311956 | val_loss: 0.0311928 | Time: 1670.31 ms [2021-01-26 21:07:08 main:581] : INFO : Epoch 338 | loss: 0.0311957 | val_loss: 0.0311932 | Time: 1680.28 ms [2021-01-26 21:07:09 main:581] : INFO : Epoch 339 | loss: 0.0311954 | val_loss: 0.0311927 | Time: 1684.63 ms [2021-01-26 21:07:11 main:581] : INFO : Epoch 340 | loss: 0.0311961 | val_loss: 0.0311937 | Time: 1684.66 ms [2021-01-26 21:07:13 main:581] : INFO : Epoch 341 | loss: 0.0311954 | val_loss: 0.0311948 | Time: 1677.1 ms [2021-01-26 21:07:14 main:581] : INFO : Epoch 342 | loss: 0.0311953 | val_loss: 0.0311936 | Time: 1682.15 ms [2021-01-26 21:07:16 main:581] : INFO : Epoch 343 | loss: 0.0311957 | val_loss: 0.0311935 | Time: 1670.4 ms [2021-01-26 21:07:18 main:581] : INFO : Epoch 344 | loss: 0.0311948 | val_loss: 0.0311924 | Time: 1674 ms [2021-01-26 21:07:20 main:581] : INFO : Epoch 345 | loss: 0.0311943 | val_loss: 0.0311928 | Time: 1669.96 ms [2021-01-26 21:07:21 main:581] : INFO : Epoch 346 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 1671.76 ms [2021-01-26 21:07:23 main:581] : INFO : Epoch 347 | loss: 0.0311943 | val_loss: 0.0311937 | Time: 1676.2 ms [2021-01-26 21:07:25 main:581] : INFO : Epoch 348 | loss: 0.0311952 | val_loss: 0.0311932 | Time: 1672.73 ms [2021-01-26 21:07:26 main:581] : INFO : Epoch 349 | loss: 0.0311943 | val_loss: 0.0311927 | Time: 1680.23 ms [2021-01-26 21:07:28 main:581] : INFO : Epoch 350 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 1678.37 ms [2021-01-26 21:07:30 main:581] : INFO : Epoch 351 | loss: 0.031194 | val_loss: 0.0311938 | Time: 1680.89 ms [2021-01-26 21:07:31 main:581] : INFO : Epoch 352 | loss: 0.0311938 | val_loss: 0.0311923 | Time: 1677.61 ms [2021-01-26 21:07:33 main:581] : INFO : Epoch 353 | loss: 0.0311934 | val_loss: 0.0311919 | Time: 1671.72 ms [2021-01-26 21:07:35 main:581] : INFO : Epoch 354 | loss: 0.0311936 | val_loss: 0.0311921 | Time: 1674.39 ms [2021-01-26 21:07:36 main:581] : INFO : Epoch 355 | loss: 0.0311931 | val_loss: 0.0311919 | Time: 1670.67 ms [2021-01-26 21:07:38 main:581] : INFO : Epoch 356 | loss: 0.0311937 | val_loss: 0.0311917 | Time: 1669.33 ms [2021-01-26 21:07:40 main:581] : INFO : Epoch 357 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 1670.07 ms [2021-01-26 21:07:41 main:581] : INFO : Epoch 358 | loss: 0.0311926 | val_loss: 0.0311914 | Time: 1671.46 ms [2021-01-26 21:07:43 main:581] : INFO : Epoch 359 | loss: 0.0311929 | val_loss: 0.0311922 | Time: 1678.79 ms [2021-01-26 21:07:45 main:581] : INFO : Epoch 360 | loss: 0.0311931 | val_loss: 0.0311911 | Time: 1681.31 ms [2021-01-26 21:07:46 main:581] : INFO : Epoch 361 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 1677.76 ms [2021-01-26 21:07:48 main:581] : INFO : Epoch 362 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 1673.13 ms [2021-01-26 21:07:50 main:581] : INFO : Epoch 363 | loss: 0.0311938 | val_loss: 0.0311913 | Time: 1677.71 ms [2021-01-26 21:07:51 main:581] : INFO : Epoch 364 | loss: 0.0311927 | val_loss: 0.0311914 | Time: 1674.86 ms [2021-01-26 21:07:53 main:581] : INFO : Epoch 365 | loss: 0.0311921 | val_loss: 0.0311913 | Time: 1667.17 ms [2021-01-26 21:07:55 main:581] : INFO : Epoch 366 | loss: 0.0311926 | val_loss: 0.0311909 | Time: 1669.82 ms [2021-01-26 21:07:56 main:581] : INFO : Epoch 367 | loss: 0.0311919 | val_loss: 0.0311911 | Time: 1668.57 ms [2021-01-26 21:07:58 main:581] : INFO : Epoch 368 | loss: 0.0311929 | val_loss: 0.0311945 | Time: 1674.09 ms [2021-01-26 21:08:00 main:581] : INFO : Epoch 369 | loss: 0.0311932 | val_loss: 0.0311909 | Time: 1678.76 ms [2021-01-26 21:08:01 main:581] : INFO : Epoch 370 | loss: 0.0311917 | val_loss: 0.0311909 | Time: 1684.59 ms [2021-01-26 21:08:03 main:581] : INFO : Epoch 371 | loss: 0.031192 | val_loss: 0.0311916 | Time: 1678.84 ms [2021-01-26 21:08:05 main:581] : INFO : Epoch 372 | loss: 0.0311917 | val_loss: 0.0311907 | Time: 1680.98 ms [2021-01-26 21:08:06 main:581] : INFO : Epoch 373 | loss: 0.0311914 | val_loss: 0.0311903 | Time: 1676.44 ms [2021-01-26 21:08:08 main:581] : INFO : Epoch 374 | loss: 0.0311912 | val_loss: 0.0311899 | Time: 1671.96 ms [2021-01-26 21:08:10 main:581] : INFO : Epoch 375 | loss: 0.0311912 | val_loss: 0.0311896 | Time: 1674.49 ms [2021-01-26 21:08:11 main:581] : INFO : Epoch 376 | loss: 0.0311905 | val_loss: 0.0311885 | Time: 1666.53 ms [2021-01-26 21:08:13 main:581] : INFO : Epoch 377 | loss: 0.0311893 | val_loss: 0.0311882 | Time: 1675.11 ms [2021-01-26 21:08:15 main:581] : INFO : Epoch 378 | loss: 0.0311888 | val_loss: 0.0311879 | Time: 1672.33 ms [2021-01-26 21:08:16 main:581] : INFO : Epoch 379 | loss: 0.0311898 | val_loss: 0.0311907 | Time: 1670.5 ms [2021-01-26 21:08:18 main:581] : INFO : Epoch 380 | loss: 0.0311898 | val_loss: 0.0311872 | Time: 1664.32 ms [2021-01-26 21:08:20 main:581] : INFO : Epoch 381 | loss: 0.0311901 | val_loss: 0.0311875 | Time: 1663.17 ms [2021-01-26 21:08:21 main:581] : INFO : Epoch 382 | loss: 0.0311883 | val_loss: 0.031187 | Time: 1658.37 ms [2021-01-26 21:08:23 main:581] : INFO : Epoch 383 | loss: 0.0311881 | val_loss: 0.0311872 | Time: 1665.14 ms [2021-01-26 21:08:25 main:581] : INFO : Epoch 384 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 1667.72 ms [2021-01-26 21:08:26 main:581] : INFO : Epoch 385 | loss: 0.0311901 | val_loss: 0.0311881 | Time: 1665.54 ms [2021-01-26 21:08:28 main:581] : INFO : Epoch 386 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 1678.2 ms [2021-01-26 21:08:30 main:581] : INFO : Epoch 387 | loss: 0.0311885 | val_loss: 0.0311877 | Time: 1677.27 ms [2021-01-26 21:08:31 main:581] : INFO : Epoch 388 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 1682.71 ms [2021-01-26 21:08:33 main:581] : INFO : Epoch 389 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 1678.07 ms [2021-01-26 21:08:35 main:581] : INFO : Epoch 390 | loss: 0.0311876 | val_loss: 0.0311885 | Time: 1682.12 ms [2021-01-26 21:08:37 main:581] : INFO : Epoch 391 | loss: 0.0311877 | val_loss: 0.0311869 | Time: 1672.05 ms [2021-01-26 21:08:38 main:581] : INFO : Epoch 392 | loss: 0.0311887 | val_loss: 0.0311894 | Time: 1668.01 ms [2021-01-26 21:08:40 main:581] : INFO : Epoch 393 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 1672.84 ms [2021-01-26 21:08:42 main:581] : INFO : Epoch 394 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 1681.78 ms [2021-01-26 21:08:43 main:581] : INFO : Epoch 395 | loss: 0.0311887 | val_loss: 0.0311886 | Time: 1685.28 ms [2021-01-26 21:08:45 main:581] : INFO : Epoch 396 | loss: 0.0311896 | val_loss: 0.031192 | Time: 1699.45 ms [2021-01-26 21:08:47 main:581] : INFO : Epoch 397 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 1694.03 ms [2021-01-26 21:08:48 main:581] : INFO : Epoch 398 | loss: 0.0311869 | val_loss: 0.0311862 | Time: 1694.94 ms [2021-01-26 21:08:50 main:581] : INFO : Epoch 399 | loss: 0.0311867 | val_loss: 0.0311863 | Time: 1693.32 ms [2021-01-26 21:08:52 main:581] : INFO : Epoch 400 | loss: 0.0311867 | val_loss: 0.0311874 | Time: 1692.73 ms [2021-01-26 21:08:53 main:581] : INFO : Epoch 401 | loss: 0.031187 | val_loss: 0.0311866 | Time: 1693.79 ms [2021-01-26 21:08:55 main:581] : INFO : Epoch 402 | loss: 0.0311872 | val_loss: 0.0311861 | Time: 1696.45 ms [2021-01-26 21:08:57 main:581] : INFO : Epoch 403 | loss: 0.0311863 | val_loss: 0.031186 | Time: 1696.42 ms [2021-01-26 21:08:58 main:581] : INFO : Epoch 404 | loss: 0.0311869 | val_loss: 0.031188 | Time: 1699.6 ms [2021-01-26 21:09:00 main:581] : INFO : Epoch 405 | loss: 0.031187 | val_loss: 0.0311875 | Time: 1713.46 ms [2021-01-26 21:09:02 main:581] : INFO : Epoch 406 | loss: 0.0311863 | val_loss: 0.0311856 | Time: 1701.24 ms [2021-01-26 21:09:04 main:581] : INFO : Epoch 407 | loss: 0.031186 | val_loss: 0.0311873 | Time: 1697.48 ms [2021-01-26 21:09:05 main:581] : INFO : Epoch 408 | loss: 0.0311868 | val_loss: 0.0311864 | Time: 1700.34 ms [2021-01-26 21:09:07 main:581] : INFO : Epoch 409 | loss: 0.0311896 | val_loss: 0.0311854 | Time: 1698.46 ms [2021-01-26 21:09:09 main:581] : INFO : Epoch 410 | loss: 0.0311879 | val_loss: 0.0311858 | Time: 1688.22 ms [2021-01-26 21:09:10 main:581] : INFO : Epoch 411 | loss: 0.0311869 | val_loss: 0.0311858 | Time: 1691.55 ms [2021-01-26 21:09:12 main:581] : INFO : Epoch 412 | loss: 0.0311866 | val_loss: 0.0311858 | Time: 1690.45 ms [2021-01-26 21:09:14 main:581] : INFO : Epoch 413 | loss: 0.0311867 | val_loss: 0.0311891 | Time: 1693.19 ms [2021-01-26 21:09:15 main:581] : INFO : Epoch 414 | loss: 0.0311893 | val_loss: 0.031187 | Time: 1697.05 ms [2021-01-26 21:09:17 main:581] : INFO : Epoch 415 | loss: 0.0311883 | val_loss: 0.0311902 | Time: 1702.05 ms [2021-01-26 21:09:19 main:581] : INFO : Epoch 416 | loss: 0.0311891 | val_loss: 0.0311864 | Time: 1705.13 ms [2021-01-26 21:09:21 main:581] : INFO : Epoch 417 | loss: 0.0311877 | val_loss: 0.0311854 | Time: 1696.37 ms [2021-01-26 21:09:22 main:581] : INFO : Epoch 418 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 1696.78 ms [2021-01-26 21:09:24 main:581] : INFO : Epoch 419 | loss: 0.0311856 | val_loss: 0.031186 | Time: 1695.93 ms [2021-01-26 21:09:26 main:581] : INFO : Epoch 420 | loss: 0.0311864 | val_loss: 0.0311843 | Time: 1694.57 ms [2021-01-26 21:09:27 main:581] : INFO : Epoch 421 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 1692.28 ms [2021-01-26 21:09:29 main:581] : INFO : Epoch 422 | loss: 0.0311857 | val_loss: 0.0311846 | Time: 1693.05 ms [2021-01-26 21:09:31 main:581] : INFO : Epoch 423 | loss: 0.0311855 | val_loss: 0.031185 | Time: 1696.83 ms [2021-01-26 21:09:32 main:581] : INFO : Epoch 424 | loss: 0.0311867 | val_loss: 0.0311859 | Time: 1694.36 ms [2021-01-26 21:09:34 main:581] : INFO : Epoch 425 | loss: 0.0311861 | val_loss: 0.0311875 | Time: 1703.22 ms [2021-01-26 21:09:36 main:581] : INFO : Epoch 426 | loss: 0.0311861 | val_loss: 0.0311845 | Time: 1701.93 ms [2021-01-26 21:09:38 main:581] : INFO : Epoch 427 | loss: 0.0311858 | val_loss: 0.0311851 | Time: 1701.35 ms [2021-01-26 21:09:39 main:581] : INFO : Epoch 428 | loss: 0.0311859 | val_loss: 0.031186 | Time: 1694.95 ms [2021-01-26 21:09:41 main:581] : INFO : Epoch 429 | loss: 0.0311855 | val_loss: 0.0311857 | Time: 1698.78 ms [2021-01-26 21:09:43 main:581] : INFO : Epoch 430 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 1698.97 ms [2021-01-26 21:09:44 main:581] : INFO : Epoch 431 | loss: 0.0311855 | val_loss: 0.0311846 | Time: 1692.33 ms [2021-01-26 21:09:46 main:581] : INFO : Epoch 432 | loss: 0.031185 | val_loss: 0.0311846 | Time: 1694.8 ms [2021-01-26 21:09:48 main:581] : INFO : Epoch 433 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 1692.36 ms [2021-01-26 21:09:49 main:581] : INFO : Epoch 434 | loss: 0.0311858 | val_loss: 0.0311839 | Time: 1697.12 ms [2021-01-26 21:09:51 main:581] : INFO : Epoch 435 | loss: 0.0311853 | val_loss: 0.0311834 | Time: 1696.44 ms [2021-01-26 21:09:53 main:581] : INFO : Epoch 436 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 1704.75 ms [2021-01-26 21:09:55 main:581] : INFO : Epoch 437 | loss: 0.0311853 | val_loss: 0.0311842 | Time: 1702.94 ms [2021-01-26 21:09:56 main:581] : INFO : Epoch 438 | loss: 0.0311854 | val_loss: 0.0311854 | Time: 1697.28 ms [2021-01-26 21:09:58 main:581] : INFO : Epoch 439 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 1695.37 ms [2021-01-26 21:10:00 main:581] : INFO : Epoch 440 | loss: 0.0311859 | val_loss: 0.0311836 | Time: 1699.11 ms [2021-01-26 21:10:01 main:581] : INFO : Epoch 441 | loss: 0.0311847 | val_loss: 0.0311844 | Time: 1693.76 ms [2021-01-26 21:10:03 main:581] : INFO : Epoch 442 | loss: 0.0311843 | val_loss: 0.0311845 | Time: 1690.87 ms [2021-01-26 21:10:05 main:581] : INFO : Epoch 443 | loss: 0.0311861 | val_loss: 0.0311842 | Time: 1691.6 ms [2021-01-26 21:10:06 main:581] : INFO : Epoch 444 | loss: 0.0311849 | val_loss: 0.0311837 | Time: 1700.4 ms [2021-01-26 21:10:08 main:581] : INFO : Epoch 445 | loss: 0.0311846 | val_loss: 0.0311836 | Time: 1698.93 ms [2021-01-26 21:10:10 main:581] : INFO : Epoch 446 | loss: 0.0311847 | val_loss: 0.0311847 | Time: 1704.31 ms [2021-01-26 21:10:12 main:581] : INFO : Epoch 447 | loss: 0.0311851 | val_loss: 0.0311843 | Time: 1705.63 ms [2021-01-26 21:10:13 main:581] : INFO : Epoch 448 | loss: 0.0311838 | val_loss: 0.0311835 | Time: 1703.27 ms [2021-01-26 21:10:15 main:581] : INFO : Epoch 449 | loss: 0.0311847 | val_loss: 0.0311841 | Time: 1696.03 ms [2021-01-26 21:10:17 main:581] : INFO : Epoch 450 | loss: 0.0311848 | val_loss: 0.0311841 | Time: 1700.91 ms [2021-01-26 21:10:18 main:581] : INFO : Epoch 451 | loss: 0.0311845 | val_loss: 0.0311837 | Time: 1701.65 ms [2021-01-26 21:10:20 main:581] : INFO : Epoch 452 | loss: 0.0311859 | val_loss: 0.0311852 | Time: 1692.51 ms [2021-01-26 21:10:22 main:581] : INFO : Epoch 453 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 1694.76 ms [2021-01-26 21:10:23 main:581] : INFO : Epoch 454 | loss: 0.0311845 | val_loss: 0.0311852 | Time: 1694.55 ms [2021-01-26 21:10:25 main:581] : INFO : Epoch 455 | loss: 0.0311847 | val_loss: 0.0311864 | Time: 1686.44 ms [2021-01-26 21:10:27 main:581] : INFO : Epoch 456 | loss: 0.0311857 | val_loss: 0.031186 | Time: 1690.26 ms [2021-01-26 21:10:28 main:581] : INFO : Epoch 457 | loss: 0.0311841 | val_loss: 0.0311834 | Time: 1691.36 ms [2021-01-26 21:10:30 main:581] : INFO : Epoch 458 | loss: 0.0311833 | val_loss: 0.0311848 | Time: 1657.45 ms [2021-01-26 21:10:32 main:581] : INFO : Epoch 459 | loss: 0.0311836 | val_loss: 0.0311835 | Time: 1647.85 ms [2021-01-26 21:10:33 main:581] : INFO : Epoch 460 | loss: 0.0311836 | val_loss: 0.0311856 | Time: 1654.03 ms [2021-01-26 21:10:35 main:581] : INFO : Epoch 461 | loss: 0.0311857 | val_loss: 0.0311838 | Time: 1651.78 ms [2021-01-26 21:10:37 main:581] : INFO : Epoch 462 | loss: 0.0311838 | val_loss: 0.0311843 | Time: 1653.27 ms [2021-01-26 21:10:38 main:581] : INFO : Epoch 463 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 1639.39 ms [2021-01-26 21:10:40 main:581] : INFO : Epoch 464 | loss: 0.0311851 | val_loss: 0.0311863 | Time: 1658.84 ms [2021-01-26 21:10:42 main:581] : INFO : Epoch 465 | loss: 0.0311843 | val_loss: 0.0311866 | Time: 1667.92 ms [2021-01-26 21:10:43 main:581] : INFO : Epoch 466 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 1682.53 ms [2021-01-26 21:10:45 main:581] : INFO : Epoch 467 | loss: 0.0311838 | val_loss: 0.0311841 | Time: 1674.89 ms [2021-01-26 21:10:47 main:581] : INFO : Epoch 468 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 1673.39 ms [2021-01-26 21:10:48 main:581] : INFO : Epoch 469 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 1666.09 ms [2021-01-26 21:10:50 main:581] : INFO : Epoch 470 | loss: 0.0311922 | val_loss: 0.0311889 | Time: 1670.85 ms [2021-01-26 21:10:52 main:581] : INFO : Epoch 471 | loss: 0.0311919 | val_loss: 0.0311924 | Time: 1676.94 ms [2021-01-26 21:10:53 main:581] : INFO : Epoch 472 | loss: 0.0311927 | val_loss: 0.0311899 | Time: 1670.94 ms [2021-01-26 21:10:55 main:581] : INFO : Epoch 473 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 1676.63 ms [2021-01-26 21:10:57 main:581] : INFO : Epoch 474 | loss: 0.0311892 | val_loss: 0.0311874 | Time: 1680.44 ms [2021-01-26 21:10:58 main:581] : INFO : Epoch 475 | loss: 0.0311891 | val_loss: 0.0311875 | Time: 1680.2 ms [2021-01-26 21:11:00 main:581] : INFO : Epoch 476 | loss: 0.0311885 | val_loss: 0.0311885 | Time: 1693.27 ms [2021-01-26 21:11:02 main:581] : INFO : Epoch 477 | loss: 0.0311898 | val_loss: 0.031189 | Time: 1684.83 ms [2021-01-26 21:11:04 main:581] : INFO : Epoch 478 | loss: 0.0311895 | val_loss: 0.0311879 | Time: 1680.22 ms [2021-01-26 21:11:05 main:581] : INFO : Epoch 479 | loss: 0.0311883 | val_loss: 0.0311871 | Time: 1677.7 ms [2021-01-26 21:11:07 main:581] : INFO : Epoch 480 | loss: 0.0311893 | val_loss: 0.0311902 | Time: 1683.17 ms [2021-01-26 21:11:09 main:581] : INFO : Epoch 481 | loss: 0.0311887 | val_loss: 0.031186 | Time: 1679.33 ms [2021-01-26 21:11:10 main:581] : INFO : Epoch 482 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 1674.92 ms [2021-01-26 21:11:12 main:581] : INFO : Epoch 483 | loss: 0.0311896 | val_loss: 0.0311876 | Time: 1675.01 ms [2021-01-26 21:11:14 main:581] : INFO : Epoch 484 | loss: 0.0311893 | val_loss: 0.0311918 | Time: 1671 ms [2021-01-26 21:11:15 main:581] : INFO : Epoch 485 | loss: 0.0311913 | val_loss: 0.0311898 | Time: 1683.67 ms [2021-01-26 21:11:17 main:581] : INFO : Epoch 486 | loss: 0.0311909 | val_loss: 0.0311895 | Time: 1676.25 ms [2021-01-26 21:11:19 main:581] : INFO : Epoch 487 | loss: 0.031194 | val_loss: 0.0311943 | Time: 1671.51 ms [2021-01-26 21:11:20 main:581] : INFO : Epoch 488 | loss: 0.0311935 | val_loss: 0.0311907 | Time: 1649.87 ms [2021-01-26 21:11:22 main:581] : INFO : Epoch 489 | loss: 0.0311921 | val_loss: 0.0311903 | Time: 1667.95 ms [2021-01-26 21:11:24 main:581] : INFO : Epoch 490 | loss: 0.0311948 | val_loss: 0.0311893 | Time: 1682.73 ms [2021-01-26 21:11:25 main:581] : INFO : Epoch 491 | loss: 0.0311923 | val_loss: 0.0311951 | Time: 1681.36 ms [2021-01-26 21:11:27 main:581] : INFO : Epoch 492 | loss: 0.031193 | val_loss: 0.0311893 | Time: 1689.41 ms [2021-01-26 21:11:29 main:581] : INFO : Epoch 493 | loss: 0.0311903 | val_loss: 0.0311889 | Time: 1676.83 ms [2021-01-26 21:11:30 main:581] : INFO : Epoch 494 | loss: 0.031191 | val_loss: 0.0311887 | Time: 1662.71 ms [2021-01-26 21:11:32 main:581] : INFO : Epoch 495 | loss: 0.0311913 | val_loss: 0.0311918 | Time: 1666.87 ms [2021-01-26 21:11:34 main:581] : INFO : Epoch 496 | loss: 0.0311914 | val_loss: 0.0311886 | Time: 1672.56 ms [2021-01-26 21:11:35 main:581] : INFO : Epoch 497 | loss: 0.0311909 | val_loss: 0.0311888 | Time: 1667.45 ms [2021-01-26 21:11:37 main:581] : INFO : Epoch 498 | loss: 0.0311889 | val_loss: 0.0311875 | Time: 1674.55 ms [2021-01-26 21:11:39 main:581] : INFO : Epoch 499 | loss: 0.0311881 | val_loss: 0.0311872 | Time: 1671.59 ms [2021-01-26 21:11:40 main:581] : INFO : Epoch 500 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 1667.6 ms [2021-01-26 21:11:42 main:581] : INFO : Epoch 501 | loss: 0.0311884 | val_loss: 0.0311872 | Time: 1671.99 ms [2021-01-26 21:11:44 main:581] : INFO : Epoch 502 | loss: 0.0311886 | val_loss: 0.0311872 | Time: 1676.8 ms [2021-01-26 21:11:45 main:581] : INFO : Epoch 503 | loss: 0.0311906 | val_loss: 0.0311872 | Time: 1684.95 ms [2021-01-26 21:11:47 main:581] : INFO : Epoch 504 | loss: 0.0311907 | val_loss: 0.0311875 | Time: 1677.66 ms [2021-01-26 21:11:49 main:581] : INFO : Epoch 505 | loss: 0.0311881 | val_loss: 0.0311869 | Time: 1680.76 ms [2021-01-26 21:11:50 main:581] : INFO : Epoch 506 | loss: 0.0311872 | val_loss: 0.0311875 | Time: 1671.18 ms [2021-01-26 21:11:52 main:581] : INFO : Epoch 507 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 1672 ms [2021-01-26 21:11:54 main:581] : INFO : Epoch 508 | loss: 0.0311888 | val_loss: 0.031191 | Time: 1668.07 ms [2021-01-26 21:11:55 main:581] : INFO : Epoch 509 | loss: 0.031189 | val_loss: 0.0311873 | Time: 1673.12 ms [2021-01-26 21:11:57 main:581] : INFO : Epoch 510 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 1673.02 ms [2021-01-26 21:11:59 main:581] : INFO : Epoch 511 | loss: 0.0311869 | val_loss: 0.0311856 | Time: 1670.07 ms [2021-01-26 21:12:00 main:581] : INFO : Epoch 512 | loss: 0.0311874 | val_loss: 0.0311861 | Time: 1691.09 ms [2021-01-26 21:12:02 main:581] : INFO : Epoch 513 | loss: 0.0311897 | val_loss: 0.0311935 | Time: 1679.82 ms [2021-01-26 21:12:04 main:581] : INFO : Epoch 514 | loss: 0.0311883 | val_loss: 0.031186 | Time: 1680.77 ms [2021-01-26 21:12:05 main:581] : INFO : Epoch 515 | loss: 0.0311869 | val_loss: 0.0311854 | Time: 1681.33 ms [2021-01-26 21:12:07 main:581] : INFO : Epoch 516 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 1684.84 ms [2021-01-26 21:12:09 main:581] : INFO : Epoch 517 | loss: 0.031186 | val_loss: 0.031185 | Time: 1666.5 ms [2021-01-26 21:12:11 main:581] : INFO : Epoch 518 | loss: 0.031186 | val_loss: 0.0311855 | Time: 1674.58 ms [2021-01-26 21:12:12 main:581] : INFO : Epoch 519 | loss: 0.0311869 | val_loss: 0.0311854 | Time: 1679.05 ms [2021-01-26 21:12:14 main:581] : INFO : Epoch 520 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 1680.31 ms [2021-01-26 21:12:16 main:581] : INFO : Epoch 521 | loss: 0.0311852 | val_loss: 0.0311845 | Time: 1682.46 ms [2021-01-26 21:12:17 main:581] : INFO : Epoch 522 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 1685.59 ms [2021-01-26 21:12:19 main:581] : INFO : Epoch 523 | loss: 0.031186 | val_loss: 0.0311868 | Time: 1675.86 ms [2021-01-26 21:12:21 main:581] : INFO : Epoch 524 | loss: 0.0311872 | val_loss: 0.0311872 | Time: 1660.56 ms [2021-01-26 21:12:22 main:581] : INFO : Epoch 525 | loss: 0.0311854 | val_loss: 0.031187 | Time: 1663.66 ms [2021-01-26 21:12:24 main:581] : INFO : Epoch 526 | loss: 0.0311862 | val_loss: 0.031189 | Time: 1670.47 ms [2021-01-26 21:12:26 main:581] : INFO : Epoch 527 | loss: 0.0311873 | val_loss: 0.031186 | Time: 1663.52 ms [2021-01-26 21:12:27 main:581] : INFO : Epoch 528 | loss: 0.0311849 | val_loss: 0.0311846 | Time: 1672.2 ms [2021-01-26 21:12:29 main:581] : INFO : Epoch 529 | loss: 0.031186 | val_loss: 0.0311921 | Time: 1661.99 ms [2021-01-26 21:12:31 main:581] : INFO : Epoch 530 | loss: 0.0311867 | val_loss: 0.0311857 | Time: 1657.82 ms [2021-01-26 21:12:32 main:581] : INFO : Epoch 531 | loss: 0.0311847 | val_loss: 0.0311877 | Time: 1661.34 ms [2021-01-26 21:12:34 main:581] : INFO : Epoch 532 | loss: 0.0311859 | val_loss: 0.0311897 | Time: 1659.84 ms [2021-01-26 21:12:36 main:581] : INFO : Epoch 533 | loss: 0.0311857 | val_loss: 0.0311853 | Time: 1662.01 ms [2021-01-26 21:12:37 main:581] : INFO : Epoch 534 | loss: 0.0311846 | val_loss: 0.0311848 | Time: 1665.01 ms [2021-01-26 21:12:39 main:581] : INFO : Epoch 535 | loss: 0.0311852 | val_loss: 0.0311867 | Time: 1658.21 ms [2021-01-26 21:12:41 main:581] : INFO : Epoch 536 | loss: 0.0311856 | val_loss: 0.0311854 | Time: 1667.91 ms [2021-01-26 21:12:42 main:581] : INFO : Epoch 537 | loss: 0.0311847 | val_loss: 0.0311848 | Time: 1662.26 ms [2021-01-26 21:12:44 main:581] : INFO : Epoch 538 | loss: 0.0311853 | val_loss: 0.0311855 | Time: 1670.4 ms [2021-01-26 21:12:46 main:581] : INFO : Epoch 539 | loss: 0.0311847 | val_loss: 0.0311874 | Time: 1661 ms [2021-01-26 21:12:47 main:581] : INFO : Epoch 540 | loss: 0.0311851 | val_loss: 0.0311855 | Time: 1664.68 ms [2021-01-26 21:12:49 main:581] : INFO : Epoch 541 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 1657.22 ms [2021-01-26 21:12:51 main:581] : INFO : Epoch 542 | loss: 0.0311845 | val_loss: 0.031185 | Time: 1663.43 ms [2021-01-26 21:12:52 main:581] : INFO : Epoch 543 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 1662.98 ms [2021-01-26 21:12:54 main:581] : INFO : Epoch 544 | loss: 0.0311852 | val_loss: 0.0311853 | Time: 1658.63 ms [2021-01-26 21:12:56 main:581] : INFO : Epoch 545 | loss: 0.0311851 | val_loss: 0.0311858 | Time: 1693.98 ms [2021-01-26 21:12:57 main:581] : INFO : Epoch 546 | loss: 0.0311845 | val_loss: 0.0311841 | Time: 1700.37 ms [2021-01-26 21:12:59 main:581] : INFO : Epoch 547 | loss: 0.0311844 | val_loss: 0.0311847 | Time: 1706.49 ms [2021-01-26 21:13:01 main:581] : INFO : Epoch 548 | loss: 0.0311854 | val_loss: 0.0311852 | Time: 1714.18 ms [2021-01-26 21:13:02 main:581] : INFO : Epoch 549 | loss: 0.0311861 | val_loss: 0.0311844 | Time: 1700.64 ms [2021-01-26 21:13:04 main:581] : INFO : Epoch 550 | loss: 0.031186 | val_loss: 0.0311848 | Time: 1693.23 ms [2021-01-26 21:13:06 main:581] : INFO : Epoch 551 | loss: 0.0311858 | val_loss: 0.0311846 | Time: 1693.59 ms [2021-01-26 21:13:07 main:581] : INFO : Epoch 552 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 1699.67 ms [2021-01-26 21:13:09 main:581] : INFO : Epoch 553 | loss: 0.0311864 | val_loss: 0.0311848 | Time: 1693.81 ms [2021-01-26 21:13:11 main:581] : INFO : Epoch 554 | loss: 0.0311846 | val_loss: 0.0311858 | Time: 1686.47 ms [2021-01-26 21:13:13 main:581] : INFO : Epoch 555 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 1701.84 ms [2021-01-26 21:13:14 main:581] : INFO : Epoch 556 | loss: 0.0311851 | val_loss: 0.0311852 | Time: 1694.13 ms [2021-01-26 21:13:16 main:581] : INFO : Epoch 557 | loss: 0.031185 | val_loss: 0.031187 | Time: 1706.26 ms [2021-01-26 21:13:18 main:581] : INFO : Epoch 558 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 1701.09 ms [2021-01-26 21:13:19 main:581] : INFO : Epoch 559 | loss: 0.0311876 | val_loss: 0.0311845 | Time: 1699.9 ms [2021-01-26 21:13:21 main:581] : INFO : Epoch 560 | loss: 0.0311846 | val_loss: 0.0311851 | Time: 1695.52 ms [2021-01-26 21:13:23 main:581] : INFO : Epoch 561 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 1700.93 ms [2021-01-26 21:13:24 main:581] : INFO : Epoch 562 | loss: 0.0311849 | val_loss: 0.0311861 | Time: 1696.73 ms [2021-01-26 21:13:26 main:581] : INFO : Epoch 563 | loss: 0.0311844 | val_loss: 0.031184 | Time: 1692.23 ms SIGSEGV: segmentation violation Stack trace (47 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55bc12e57f9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7fb6113c23c0] /lib/x86_64-linux-gnu/libc.so.6(+0x499f6)[0x7fb592ceb9f6] /lib/x86_64-linux-gnu/libc.so.6(on_exit+0x0)[0x7fb592cebbe0] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55bc12e53b25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55bc12e53bee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7fb6113c23c0] /lib/x86_64-linux-gnu/libcuda.so.1(+0x20be8d)[0x7fb575494e8d] /lib/x86_64-linux-gnu/libcuda.so.1(+0x151a68)[0x7fb5753daa68] /lib/x86_64-linux-gnu/libcuda.so.1(+0x2c0c2e)[0x7fb575549c2e] /lib/x86_64-linux-gnu/libcuda.so.1(+0x1c1851)[0x7fb57544a851] /lib/x86_64-linux-gnu/libcuda.so.1(+0x4063e0)[0x7fb57568f3e0] /lib/x86_64-linux-gnu/libcuda.so.1(+0x17b243)[0x7fb575404243] /lib/x86_64-linux-gnu/libcuda.so.1(+0x17c555)[0x7fb575405555] /lib/x86_64-linux-gnu/libcuda.so.1(cuLaunchKernel+0x83)[0x7fb5754abb93] ./libcudnn_ops_infer.so.8(+0x159d3bb)[0x7fb51ee103bb] ./libcudnn_ops_infer.so.8(+0x15e3116)[0x7fb51ee56116] ./libcudnn_ops_infer.so.8(+0x6b396f)[0x7fb51df2696f] ./libcudnn_ops_infer.so.8(+0x6b045c)[0x7fb51df2345c] ./libcudnn_ops_infer.so.8(+0x4f6caf)[0x7fb51dd69caf] ./libcudnn_ops_infer.so.8(+0x4f755e)[0x7fb51dd6a55e] ./libcudnn_adv_infer.so.8(+0x79007)[0x7fb514cfc007] ./libcudnn_adv_infer.so.8(+0xe89f)[0x7fb514c9189f] ./libcudnn_adv_infer.so.8(_Z18RNN_forwardGenericP12cudnnContextP14cudnnRNNStructiPKP17cudnnTensorStructPKvS4_S8_S4_S8_P17cudnnFilterStructS8_S6_PvS4_SB_S4_SB_SB_mSB_m18cudnnForwardMode_t+0x5d7)[0x7fb514cd58c7] ./libcudnn_adv_infer.so.8(cudnnRNNForwardInference+0x1f7)[0x7fb514cd5d87] ./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0xf80)[0x7fb593ad97d0] ./libtorch_cuda.so(+0x85face)[0x7fb593b24ace] ./libtorch_cuda.so(+0x895988)[0x7fb593b5a988] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fb60c09351c] ./libtorch_cpu.so(+0x21cf2d4)[0x7fb60d45d2d4] ./libtorch_cpu.so(+0x21edb28)[0x7fb60d47bb28] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fb60c09351c] ./libtorch_cuda.so(+0x80f0fd)[0x7fb593ad40fd] ./libtorch_cuda.so(+0x80fb0a)[0x7fb593ad4b0a] ./libtorch_cpu.so(+0x97fe93)[0x7fb60bc0de93] ./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7fb60bbf19ba] ./libtorch_cpu.so(+0xeb0a96)[0x7fb60c13ea96] ./libtorch_cpu.so(+0x22e3c92)[0x7fb60d571c92] ./libtorch_cpu.so(+0xedd579)[0x7fb60c16b579] ./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7fb60c070ee1] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7fb60dfda4ca] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7fb60dfda630] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x55bc12b6cfa8] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9aac6)[0x55bc12b74ac6] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad35)[0x55bc12b64d35] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xf3)[0x7fb592cc90b3] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55bc12b6075a] Exiting... </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)