Task 4139359
| Name | ParityModified-1612596986-17747-2_0 |
| Workunit | 2247943 |
| Created | 21 Feb 2021, 7:34:25 UTC |
| Sent | 4 Mar 2021, 22:38:36 UTC |
| Report deadline | 11 Mar 2021, 22:38:36 UTC |
| Received | 5 Mar 2021, 16:58:17 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Aborted by user |
| Exit status | 203 (0x000000CB) EXIT_ABORTED_VIA_GUI |
| Computer ID | 130 |
| Run time | 29 min 9 sec |
| CPU time | 14 min 37 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 5,535.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.53 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <message> aborted by user</message> <stderr_txt> main:581] : INFO : Epoch 102 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 2975.44 ms [2021-03-05 08:33:22 main:581] : INFO : Epoch 103 | loss: 0.031176 | val_loss: 0.031182 | Time: 2974.78 ms [2021-03-05 08:33:25 main:581] : INFO : Epoch 104 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 2962.09 ms [2021-03-05 08:33:28 main:581] : INFO : Epoch 105 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 2975.65 ms [2021-03-05 08:33:31 main:581] : INFO : Epoch 106 | loss: 0.0311755 | val_loss: 0.031182 | Time: 2980.07 ms [2021-03-05 08:33:34 main:581] : INFO : Epoch 107 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 2988.17 ms [2021-03-05 08:33:37 main:581] : INFO : Epoch 108 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 2981.88 ms [2021-03-05 08:33:40 main:581] : INFO : Epoch 109 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 2948 ms [2021-03-05 08:33:43 main:581] : INFO : Epoch 110 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 2940.17 ms [2021-03-05 08:33:45 main:581] : INFO : Epoch 111 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 2963.15 ms [2021-03-05 08:33:48 main:581] : INFO : Epoch 112 | loss: 0.0311743 | val_loss: 0.031183 | Time: 2970.24 ms [2021-03-05 08:33:51 main:581] : INFO : Epoch 113 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 2944.34 ms [2021-03-05 08:33:54 main:581] : INFO : Epoch 114 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 2950.95 ms [2021-03-05 08:33:57 main:581] : INFO : Epoch 115 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 2956.74 ms [2021-03-05 08:34:00 main:581] : INFO : Epoch 116 | loss: 0.0311725 | val_loss: 0.031179 | Time: 2960.18 ms [2021-03-05 08:34:03 main:581] : INFO : Epoch 117 | loss: 0.0311736 | val_loss: 0.0311831 | Time: 2923.19 ms [2021-03-05 08:34:06 main:581] : INFO : Epoch 118 | loss: 0.031174 | val_loss: 0.0311784 | Time: 2934.37 ms [2021-03-05 08:34:09 main:581] : INFO : Epoch 119 | loss: 0.031172 | val_loss: 0.031181 | Time: 2918.8 ms [2021-03-05 08:34:12 main:581] : INFO : Epoch 120 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 2957.01 ms [2021-03-05 08:34:15 main:581] : INFO : Epoch 121 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 2923.14 ms [2021-03-05 08:34:18 main:581] : INFO : Epoch 122 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 2961.53 ms [2021-03-05 08:34:21 main:581] : INFO : Epoch 123 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 2948.69 ms [2021-03-05 08:34:24 main:581] : INFO : Epoch 124 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 2963.4 ms [2021-03-05 08:34:27 main:581] : INFO : Epoch 125 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 2949.86 ms [2021-03-05 08:34:30 main:581] : INFO : Epoch 126 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 2938.04 ms [2021-03-05 08:34:33 main:581] : INFO : Epoch 127 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 2936.98 ms [2021-03-05 08:34:36 main:581] : INFO : Epoch 128 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 2930.14 ms [2021-03-05 08:34:39 main:581] : INFO : Epoch 129 | loss: 0.0311702 | val_loss: 0.031178 | Time: 2967.52 ms [2021-03-05 08:34:41 main:581] : INFO : Epoch 130 | loss: 0.03117 | val_loss: 0.0311799 | Time: 2955.29 ms [2021-03-05 08:34:44 main:581] : INFO : Epoch 131 | loss: 0.031171 | val_loss: 0.0311804 | Time: 2930.19 ms [2021-03-05 08:34:47 main:581] : INFO : Epoch 132 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 2940.14 ms [2021-03-05 08:34:50 main:581] : INFO : Epoch 133 | loss: 0.031169 | val_loss: 0.0311788 | Time: 2950.79 ms [2021-03-05 08:34:53 main:581] : INFO : Epoch 134 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 2992.13 ms [2021-03-05 08:34:56 main:581] : INFO : Epoch 135 | loss: 0.0311684 | val_loss: 0.0311795 | Time: 3038.97 ms [2021-03-05 08:34:59 main:581] : INFO : Epoch 136 | loss: 0.0311692 | val_loss: 0.0311791 | Time: 3001.68 ms [2021-03-05 08:35:02 main:581] : INFO : Epoch 137 | loss: 0.031171 | val_loss: 0.0311764 | Time: 2953.79 ms [2021-03-05 08:35:05 main:581] : INFO : Epoch 138 | loss: 0.0311708 | val_loss: 0.0311842 | Time: 2982.17 ms [2021-03-05 08:35:08 main:581] : INFO : Epoch 139 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2962.76 ms [2021-03-05 08:35:11 main:581] : INFO : Epoch 140 | loss: 0.0311685 | val_loss: 0.031179 | Time: 2959.14 ms [2021-03-05 08:35:14 main:581] : INFO : Epoch 141 | loss: 0.0311689 | val_loss: 0.0311816 | Time: 2955.58 ms [2021-03-05 08:35:17 main:581] : INFO : Epoch 142 | loss: 0.0311693 | val_loss: 0.0311827 | Time: 2925.42 ms [2021-03-05 08:35:20 main:581] : INFO : Epoch 143 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 2950.28 ms [2021-03-05 08:35:23 main:581] : INFO : Epoch 144 | loss: 0.0311673 | val_loss: 0.0311808 | Time: 2957.13 ms [2021-03-05 08:35:26 main:581] : INFO : Epoch 145 | loss: 0.0311677 | val_loss: 0.0311809 | Time: 2956.24 ms [2021-03-05 08:35:29 main:581] : INFO : Epoch 146 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 2972.03 ms [2021-03-05 08:35:32 main:581] : INFO : Epoch 147 | loss: 0.0311665 | val_loss: 0.0311816 | Time: 2956.42 ms [2021-03-05 08:35:35 main:581] : INFO : Epoch 148 | loss: 0.0311697 | val_loss: 0.0311823 | Time: 2939.9 ms [2021-03-05 08:35:38 main:581] : INFO : Epoch 149 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 2968.6 ms [2021-03-05 08:35:41 main:581] : INFO : Epoch 150 | loss: 0.031169 | val_loss: 0.031179 | Time: 2947.68 ms [2021-03-05 08:35:44 main:581] : INFO : Epoch 151 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 2971.07 ms [2021-03-05 08:35:47 main:581] : INFO : Epoch 152 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 2961.6 ms [2021-03-05 08:35:50 main:581] : INFO : Epoch 153 | loss: 0.031169 | val_loss: 0.0311802 | Time: 2955.26 ms [2021-03-05 08:35:53 main:581] : INFO : Epoch 154 | loss: 0.0311724 | val_loss: 0.031184 | Time: 2973.21 ms [2021-03-05 08:35:56 main:581] : INFO : Epoch 155 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2971.53 ms [2021-03-05 08:35:58 main:581] : INFO : Epoch 156 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 2915.29 ms [2021-03-05 08:36:01 main:581] : INFO : Epoch 157 | loss: 0.031172 | val_loss: 0.0311759 | Time: 2943.09 ms [2021-03-05 08:36:04 main:581] : INFO : Epoch 158 | loss: 0.0311702 | val_loss: 0.03118 | Time: 2938.99 ms [2021-03-05 08:36:07 main:581] : INFO : Epoch 159 | loss: 0.0311694 | val_loss: 0.031179 | Time: 2965.18 ms [2021-03-05 08:36:10 main:581] : INFO : Epoch 160 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 2957.49 ms [2021-03-05 08:36:13 main:581] : INFO : Epoch 161 | loss: 0.0311691 | val_loss: 0.0311796 | Time: 2963.46 ms [2021-03-05 08:36:16 main:581] : INFO : Epoch 162 | loss: 0.0311688 | val_loss: 0.0311833 | Time: 2985.04 ms [2021-03-05 08:36:19 main:581] : INFO : Epoch 163 | loss: 0.0311694 | val_loss: 0.0311826 | Time: 2971.32 ms [2021-03-05 08:36:22 main:581] : INFO : Epoch 164 | loss: 0.0311681 | val_loss: 0.0311821 | Time: 2926.8 ms [2021-03-05 08:36:25 main:581] : INFO : Epoch 165 | loss: 0.031167 | val_loss: 0.0311804 | Time: 2915.01 ms [2021-03-05 08:36:28 main:581] : INFO : Epoch 166 | loss: 0.0311656 | val_loss: 0.0311805 | Time: 2919 ms [2021-03-05 08:36:31 main:581] : INFO : Epoch 167 | loss: 0.0311652 | val_loss: 0.0311818 | Time: 2922.43 ms [2021-03-05 08:36:34 main:581] : INFO : Epoch 168 | loss: 0.0311651 | val_loss: 0.0311801 | Time: 2940.72 ms [2021-03-05 08:36:37 main:581] : INFO : Epoch 169 | loss: 0.0311689 | val_loss: 0.0311887 | Time: 2962.46 ms [2021-03-05 08:36:40 main:581] : INFO : Epoch 170 | loss: 0.0311732 | val_loss: 0.0311867 | Time: 2937.92 ms [2021-03-05 08:36:43 main:581] : INFO : Epoch 171 | loss: 0.0311708 | val_loss: 0.031179 | Time: 2932.47 ms [2021-03-05 08:36:46 main:581] : INFO : Epoch 172 | loss: 0.0311699 | val_loss: 0.031188 | Time: 2927.58 ms [2021-03-05 08:36:49 main:581] : INFO : Epoch 173 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 2921.48 ms [2021-03-05 08:36:51 main:581] : INFO : Epoch 174 | loss: 0.0311665 | val_loss: 0.0311859 | Time: 2877.08 ms [2021-03-05 08:36:54 main:581] : INFO : Epoch 175 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 2924.05 ms [2021-03-05 08:36:57 main:581] : INFO : Epoch 176 | loss: 0.0311676 | val_loss: 0.0311832 | Time: 2891.94 ms [2021-03-05 08:37:00 main:581] : INFO : Epoch 177 | loss: 0.0311684 | val_loss: 0.0311811 | Time: 2895.36 ms [2021-03-05 08:37:03 main:581] : INFO : Epoch 178 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 2902.96 ms [2021-03-05 08:37:06 main:581] : INFO : Epoch 179 | loss: 0.0311665 | val_loss: 0.0311802 | Time: 2903.42 ms [2021-03-05 08:37:09 main:581] : INFO : Epoch 180 | loss: 0.0311671 | val_loss: 0.0311812 | Time: 2907.82 ms [2021-03-05 08:37:12 main:581] : INFO : Epoch 181 | loss: 0.0311656 | val_loss: 0.03118 | Time: 2900.17 ms [2021-03-05 08:37:15 main:581] : INFO : Epoch 182 | loss: 0.0311659 | val_loss: 0.0311781 | Time: 2893.75 ms [2021-03-05 08:37:18 main:581] : INFO : Epoch 183 | loss: 0.0311653 | val_loss: 0.0311806 | Time: 2883.81 ms [2021-03-05 08:37:20 main:581] : INFO : Epoch 184 | loss: 0.0311654 | val_loss: 0.0311817 | Time: 2901.34 ms [2021-03-05 08:37:23 main:581] : INFO : Epoch 185 | loss: 0.0311691 | val_loss: 0.0311795 | Time: 2904.2 ms [2021-03-05 08:37:26 main:581] : INFO : Epoch 186 | loss: 0.0311676 | val_loss: 0.0311854 | Time: 2887.82 ms [2021-03-05 08:37:29 main:581] : INFO : Epoch 187 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 2896.75 ms [2021-03-05 08:37:32 main:581] : INFO : Epoch 188 | loss: 0.0311656 | val_loss: 0.0311777 | Time: 2905.45 ms [2021-03-05 08:37:35 main:581] : INFO : Epoch 189 | loss: 0.031164 | val_loss: 0.031184 | Time: 2890.43 ms [2021-03-05 08:37:38 main:581] : INFO : Epoch 190 | loss: 0.0311644 | val_loss: 0.0311812 | Time: 2895 ms [2021-03-05 08:37:41 main:581] : INFO : Epoch 191 | loss: 0.0311637 | val_loss: 0.0311824 | Time: 2892.84 ms [2021-03-05 08:37:44 main:581] : INFO : Epoch 192 | loss: 0.0311645 | val_loss: 0.031184 | Time: 2895.36 ms [2021-03-05 08:37:46 main:581] : INFO : Epoch 193 | loss: 0.0311639 | val_loss: 0.0311844 | Time: 2886.99 ms [2021-03-05 08:37:49 main:581] : INFO : Epoch 194 | loss: 0.0311639 | val_loss: 0.0311824 | Time: 2882.75 ms [2021-03-05 08:37:52 main:581] : INFO : Epoch 195 | loss: 0.0311642 | val_loss: 0.0311843 | Time: 2905.96 ms [2021-03-05 08:37:55 main:581] : INFO : Epoch 196 | loss: 0.0311663 | val_loss: 0.0311829 | Time: 2893.73 ms [2021-03-05 08:37:58 main:581] : INFO : Epoch 197 | loss: 0.0311628 | val_loss: 0.031181 | Time: 2893.78 ms [2021-03-05 08:38:01 main:581] : INFO : Epoch 198 | loss: 0.0311643 | val_loss: 0.0311831 | Time: 2863.72 ms [2021-03-05 08:38:04 main:581] : INFO : Epoch 199 | loss: 0.0311669 | val_loss: 0.0311844 | Time: 2888.1 ms [2021-03-05 08:38:07 main:581] : INFO : Epoch 200 | loss: 0.031165 | val_loss: 0.0311847 | Time: 2907.98 ms [2021-03-05 08:38:10 main:581] : INFO : Epoch 201 | loss: 0.0311598 | val_loss: 0.0311792 | Time: 2898.8 ms [2021-03-05 08:38:13 main:581] : INFO : Epoch 202 | loss: 0.0311638 | val_loss: 0.0311834 | Time: 2885.7 ms [2021-03-05 08:38:15 main:581] : INFO : Epoch 203 | loss: 0.0311681 | val_loss: 0.0311825 | Time: 2894.55 ms [2021-03-05 08:38:18 main:581] : INFO : Epoch 204 | loss: 0.0311663 | val_loss: 0.031183 | Time: 2873.55 ms [2021-03-05 08:38:21 main:581] : INFO : Epoch 205 | loss: 0.031162 | val_loss: 0.0311809 | Time: 2889.32 ms [2021-03-05 08:38:24 main:581] : INFO : Epoch 206 | loss: 0.0311606 | val_loss: 0.0311858 | Time: 2888.82 ms [2021-03-05 08:38:27 main:581] : INFO : Epoch 207 | loss: 0.0311673 | val_loss: 0.0311839 | Time: 2883.31 ms [2021-03-05 08:38:30 main:581] : INFO : Epoch 208 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 2888.98 ms [2021-03-05 08:38:33 main:581] : INFO : Epoch 209 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 2874 ms [2021-03-05 08:38:36 main:581] : INFO : Epoch 210 | loss: 0.0311724 | val_loss: 0.0311864 | Time: 2893.43 ms [2021-03-05 08:38:38 main:581] : INFO : Epoch 211 | loss: 0.0375808 | val_loss: 0.527968 | Time: 2901.53 ms [2021-03-05 08:38:41 main:581] : INFO : Epoch 212 | loss: 0.148032 | val_loss: 0.0778309 | Time: 2865.97 ms [2021-03-05 08:38:44 main:581] : INFO : Epoch 213 | loss: 0.0544433 | val_loss: 0.0367776 | Time: 2908.44 ms [2021-03-05 08:38:47 main:581] : INFO : Epoch 214 | loss: 0.0332947 | val_loss: 0.0322468 | Time: 2896.77 ms [2021-03-05 08:38:50 main:581] : INFO : Epoch 215 | loss: 0.0316714 | val_loss: 0.0313768 | Time: 2890.33 ms [2021-03-05 08:38:53 main:581] : INFO : Epoch 216 | loss: 0.0313246 | val_loss: 0.0312948 | Time: 2893.43 ms [2021-03-05 08:38:56 main:581] : INFO : Epoch 217 | loss: 0.0312647 | val_loss: 0.0312495 | Time: 2889.08 ms [2021-03-05 08:38:59 main:581] : INFO : Epoch 218 | loss: 0.0312472 | val_loss: 0.0312438 | Time: 2909.43 ms [2021-03-05 08:39:02 main:581] : INFO : Epoch 219 | loss: 0.0312412 | val_loss: 0.0312386 | Time: 2904.37 ms [2021-03-05 08:39:05 main:581] : INFO : Epoch 220 | loss: 0.0312371 | val_loss: 0.0312347 | Time: 2892.42 ms [2021-03-05 08:39:07 main:581] : INFO : Epoch 221 | loss: 0.0312336 | val_loss: 0.0312315 | Time: 2874.47 ms [2021-03-05 08:39:10 main:581] : INFO : Epoch 222 | loss: 0.0312307 | val_loss: 0.0312283 | Time: 2889.08 ms [2021-03-05 08:39:13 main:581] : INFO : Epoch 223 | loss: 0.0312277 | val_loss: 0.0312252 | Time: 2879 ms [2021-03-05 08:39:16 main:581] : INFO : Epoch 224 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 2882.38 ms [2021-03-05 08:39:19 main:581] : INFO : Epoch 225 | loss: 0.0312228 | val_loss: 0.0312203 | Time: 2892.91 ms [2021-03-05 08:39:22 main:581] : INFO : Epoch 226 | loss: 0.0312208 | val_loss: 0.0312183 | Time: 2871.82 ms [2021-03-05 08:39:25 main:581] : INFO : Epoch 227 | loss: 0.0312194 | val_loss: 0.0312167 | Time: 2904.64 ms [2021-03-05 08:39:28 main:581] : INFO : Epoch 228 | loss: 0.0312183 | val_loss: 0.0312156 | Time: 2892.75 ms [2021-03-05 08:39:31 main:581] : INFO : Epoch 229 | loss: 0.0312167 | val_loss: 0.0312138 | Time: 2896.07 ms [2021-03-05 08:39:33 main:581] : INFO : Epoch 230 | loss: 0.0312152 | val_loss: 0.0312126 | Time: 2894.24 ms [2021-03-05 08:39:36 main:581] : INFO : Epoch 231 | loss: 0.0312142 | val_loss: 0.0312116 | Time: 2900.17 ms [2021-03-05 08:39:39 main:581] : INFO : Epoch 232 | loss: 0.0312133 | val_loss: 0.0312104 | Time: 2890.87 ms [2021-03-05 08:39:42 main:581] : INFO : Epoch 233 | loss: 0.0312123 | val_loss: 0.0312096 | Time: 2887.96 ms [2021-03-05 08:39:45 main:581] : INFO : Epoch 234 | loss: 0.0312115 | val_loss: 0.0312087 | Time: 2884.06 ms [2021-03-05 08:39:48 main:581] : INFO : Epoch 235 | loss: 0.0312107 | val_loss: 0.0312079 | Time: 2889.11 ms [2021-03-05 08:39:51 main:581] : INFO : Epoch 236 | loss: 0.0312102 | val_loss: 0.0312073 | Time: 2888.65 ms [2021-03-05 08:39:54 main:581] : INFO : Epoch 237 | loss: 0.0312095 | val_loss: 0.0312064 | Time: 2891.96 ms [2021-03-05 08:39:57 main:581] : INFO : Epoch 238 | loss: 0.0312087 | val_loss: 0.0312057 | Time: 2876.2 ms [2021-03-05 08:39:59 main:581] : INFO : Epoch 239 | loss: 0.031208 | val_loss: 0.0312052 | Time: 2887.19 ms [2021-03-05 08:40:02 main:581] : INFO : Epoch 240 | loss: 0.0312076 | val_loss: 0.0312045 | Time: 2899 ms [2021-03-05 08:40:05 main:581] : INFO : Epoch 241 | loss: 0.0312069 | val_loss: 0.0312039 | Time: 2880.7 ms [2021-03-05 08:40:08 main:581] : INFO : Epoch 242 | loss: 0.0312065 | val_loss: 0.0312034 | Time: 2890.06 ms [2021-03-05 08:40:11 main:581] : INFO : Epoch 243 | loss: 0.0312059 | val_loss: 0.0312029 | Time: 2883.44 ms [2021-03-05 08:40:14 main:581] : INFO : Epoch 244 | loss: 0.0312056 | val_loss: 0.0312024 | Time: 2889.55 ms [2021-03-05 08:40:17 main:581] : INFO : Epoch 245 | loss: 0.0312051 | val_loss: 0.0312018 | Time: 2881.04 ms [2021-03-05 08:40:20 main:581] : INFO : Epoch 246 | loss: 0.0312046 | val_loss: 0.0312014 | Time: 2900.52 ms [2021-03-05 08:40:23 main:581] : INFO : Epoch 247 | loss: 0.031204 | val_loss: 0.0312008 | Time: 2882.4 ms [2021-03-05 08:40:25 main:581] : INFO : Epoch 248 | loss: 0.0312035 | val_loss: 0.0312003 | Time: 2892.68 ms [2021-03-05 08:40:28 main:581] : INFO : Epoch 249 | loss: 0.031203 | val_loss: 0.0311996 | Time: 2892.72 ms [2021-03-05 08:40:31 main:581] : INFO : Epoch 250 | loss: 0.0312025 | val_loss: 0.0311993 | Time: 2891.04 ms [2021-03-05 08:40:34 main:581] : INFO : Epoch 251 | loss: 0.0312019 | val_loss: 0.0311982 | Time: 2890.82 ms [2021-03-05 08:40:37 main:581] : INFO : Epoch 252 | loss: 0.0312016 | val_loss: 0.0311979 | Time: 2890.31 ms [2021-03-05 08:40:40 main:581] : INFO : Epoch 253 | loss: 0.031201 | val_loss: 0.0311979 | Time: 2894.66 ms [2021-03-05 08:40:43 main:581] : INFO : Epoch 254 | loss: 0.0312008 | val_loss: 0.0311972 | Time: 2892.1 ms [2021-03-05 08:40:46 main:581] : INFO : Epoch 255 | loss: 0.0312001 | val_loss: 0.0311967 | Time: 2880.4 ms [2021-03-05 08:40:49 main:581] : INFO : Epoch 256 | loss: 0.0312 | val_loss: 0.0311962 | Time: 2897.35 ms [2021-03-05 08:40:51 main:581] : INFO : Epoch 257 | loss: 0.0311997 | val_loss: 0.031196 | Time: 2888.59 ms [2021-03-05 08:40:54 main:581] : INFO : Epoch 258 | loss: 0.0311994 | val_loss: 0.0311954 | Time: 2894.11 ms [2021-03-05 08:40:57 main:581] : INFO : Epoch 259 | loss: 0.0311992 | val_loss: 0.031195 | Time: 2871.9 ms [2021-03-05 08:41:00 main:581] : INFO : Epoch 260 | loss: 0.0311989 | val_loss: 0.0311943 | Time: 2884.42 ms [2021-03-05 08:41:03 main:581] : INFO : Epoch 261 | loss: 0.0311984 | val_loss: 0.0311944 | Time: 2906.53 ms [2021-03-05 08:41:06 main:581] : INFO : Epoch 262 | loss: 0.0311983 | val_loss: 0.0311943 | Time: 2889.62 ms [2021-03-05 08:41:09 main:581] : INFO : Epoch 263 | loss: 0.0311982 | val_loss: 0.0311939 | Time: 2882.16 ms [2021-03-05 08:41:12 main:581] : INFO : Epoch 264 | loss: 0.0311978 | val_loss: 0.0311937 | Time: 2879.08 ms [2021-03-05 08:41:15 main:581] : INFO : Epoch 265 | loss: 0.0311977 | val_loss: 0.0311935 | Time: 2884.64 ms [2021-03-05 08:41:17 main:581] : INFO : Epoch 266 | loss: 0.0311974 | val_loss: 0.0311933 | Time: 2898.93 ms [2021-03-05 08:41:20 main:581] : INFO : Epoch 267 | loss: 0.0311973 | val_loss: 0.0311933 | Time: 2893.28 ms [2021-03-05 08:41:23 main:581] : INFO : Epoch 268 | loss: 0.0311972 | val_loss: 0.0311933 | Time: 2875.66 ms [2021-03-05 08:41:26 main:581] : INFO : Epoch 269 | loss: 0.0311969 | val_loss: 0.0311932 | Time: 2887.87 ms [2021-03-05 08:41:29 main:581] : INFO : Epoch 270 | loss: 0.031197 | val_loss: 0.0311931 | Time: 2886.09 ms [2021-03-05 08:41:32 main:581] : INFO : Epoch 271 | loss: 0.0311965 | val_loss: 0.0311932 | Time: 2873.77 ms [2021-03-05 08:41:35 main:581] : INFO : Epoch 272 | loss: 0.0311965 | val_loss: 0.0311928 | Time: 2869.59 ms [2021-03-05 08:41:38 main:581] : INFO : Epoch 273 | loss: 0.0311962 | val_loss: 0.0311928 | Time: 2886.3 ms [2021-03-05 08:41:41 main:581] : INFO : Epoch 274 | loss: 0.0311964 | val_loss: 0.0311931 | Time: 2902.87 ms [2021-03-05 08:41:43 main:581] : INFO : Epoch 275 | loss: 0.0311964 | val_loss: 0.0311923 | Time: 2895.67 ms [2021-03-05 08:41:46 main:581] : INFO : Epoch 276 | loss: 0.0311957 | val_loss: 0.0311924 | Time: 2892.12 ms [2021-03-05 08:41:49 main:581] : INFO : Epoch 277 | loss: 0.0311956 | val_loss: 0.0311928 | Time: 2891.33 ms [2021-03-05 08:41:52 main:581] : INFO : Epoch 278 | loss: 0.0311958 | val_loss: 0.0311926 | Time: 2897.46 ms [2021-03-05 08:41:55 main:581] : INFO : Epoch 279 | loss: 0.0311959 | val_loss: 0.0311923 | Time: 2896.05 ms [2021-03-05 08:41:58 main:581] : INFO : Epoch 280 | loss: 0.0311954 | val_loss: 0.0311918 | Time: 2894.3 ms [2021-03-05 08:42:01 main:581] : INFO : Epoch 281 | loss: 0.0311953 | val_loss: 0.0311918 | Time: 2912.42 ms [2021-03-05 08:42:04 main:581] : INFO : Epoch 282 | loss: 0.0311953 | val_loss: 0.0311918 | Time: 2892.38 ms [2021-03-05 08:42:07 main:581] : INFO : Epoch 283 | loss: 0.0311952 | val_loss: 0.0311922 | Time: 2890.26 ms [2021-03-05 08:42:09 main:581] : INFO : Epoch 284 | loss: 0.0311951 | val_loss: 0.0311918 | Time: 2892.89 ms [2021-03-05 08:42:12 main:581] : INFO : Epoch 285 | loss: 0.0311949 | val_loss: 0.0311919 | Time: 2898.05 ms [2021-03-05 08:42:15 main:581] : INFO : Epoch 286 | loss: 0.0311947 | val_loss: 0.0311922 | Time: 2892.65 ms [2021-03-05 08:42:18 main:581] : INFO : Epoch 287 | loss: 0.0311947 | val_loss: 0.0311919 | Time: 2879.92 ms [2021-03-05 08:42:21 main:581] : INFO : Epoch 288 | loss: 0.0311945 | val_loss: 0.0311918 | Time: 2887.06 ms [2021-03-05 08:42:24 main:581] : INFO : Epoch 289 | loss: 0.0311947 | val_loss: 0.0311917 | Time: 2881.09 ms [2021-03-05 08:42:27 main:581] : INFO : Epoch 290 | loss: 0.031195 | val_loss: 0.0311916 | Time: 2903.85 ms [2021-03-05 08:42:30 main:581] : INFO : Epoch 291 | loss: 0.0311945 | val_loss: 0.031192 | Time: 2898.95 ms [2021-03-05 08:42:33 main:581] : INFO : Epoch 292 | loss: 0.0311944 | val_loss: 0.0311919 | Time: 2880.56 ms [2021-03-05 08:42:35 main:581] : INFO : Epoch 293 | loss: 0.0311949 | val_loss: 0.0311914 | Time: 2894.34 ms [2021-03-05 08:42:38 main:581] : INFO : Epoch 294 | loss: 0.0311945 | val_loss: 0.0311915 | Time: 2897.67 ms [2021-03-05 08:42:41 main:581] : INFO : Epoch 295 | loss: 0.0311946 | val_loss: 0.0311916 | Time: 2897.56 ms [2021-03-05 08:42:44 main:581] : INFO : Epoch 296 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 2893.25 ms [2021-03-05 08:42:47 main:581] : INFO : Epoch 297 | loss: 0.031194 | val_loss: 0.0311912 | Time: 2889.96 ms [2021-03-05 08:42:50 main:581] : INFO : Epoch 298 | loss: 0.0311939 | val_loss: 0.0311914 | Time: 2895.47 ms [2021-03-05 08:42:53 main:581] : INFO : Epoch 299 | loss: 0.031194 | val_loss: 0.0311912 | Time: 2894.85 ms [2021-03-05 08:42:56 main:581] : INFO : Epoch 300 | loss: 0.031194 | val_loss: 0.0311913 | Time: 2880.94 ms [2021-03-05 08:42:59 main:581] : INFO : Epoch 301 | loss: 0.031194 | val_loss: 0.0311917 | Time: 2891.02 ms [2021-03-05 08:43:02 main:581] : INFO : Epoch 302 | loss: 0.0311938 | val_loss: 0.0311918 | Time: 2898.61 ms [2021-03-05 08:43:04 main:581] : INFO : Epoch 303 | loss: 0.0311937 | val_loss: 0.0311915 | Time: 2874.55 ms [2021-03-05 08:43:07 main:581] : INFO : Epoch 304 | loss: 0.0311938 | val_loss: 0.0311913 | Time: 2891.69 ms [2021-03-05 08:43:10 main:581] : INFO : Epoch 305 | loss: 0.0311937 | val_loss: 0.0311913 | Time: 2900.57 ms [2021-03-05 08:43:13 main:581] : INFO : Epoch 306 | loss: 0.0311943 | val_loss: 0.031191 | Time: 2896.02 ms [2021-03-05 08:43:16 main:581] : INFO : Epoch 307 | loss: 0.0311941 | val_loss: 0.0311918 | Time: 2889.33 ms [2021-03-05 08:43:19 main:581] : INFO : Epoch 308 | loss: 0.0311939 | val_loss: 0.0311917 | Time: 2904.17 ms [2021-03-05 08:43:22 main:581] : INFO : Epoch 309 | loss: 0.0311938 | val_loss: 0.0311912 | Time: 2883.72 ms [2021-03-05 08:43:25 main:581] : INFO : Epoch 310 | loss: 0.0311938 | val_loss: 0.0311914 | Time: 2876.76 ms [2021-03-05 08:43:28 main:581] : INFO : Epoch 311 | loss: 0.0311934 | val_loss: 0.0311912 | Time: 2905.52 ms [2021-03-05 08:43:30 main:581] : INFO : Epoch 312 | loss: 0.0311935 | val_loss: 0.0311912 | Time: 2904.38 ms [2021-03-05 08:43:33 main:581] : INFO : Epoch 313 | loss: 0.0311934 | val_loss: 0.0311911 | Time: 2859.04 ms [2021-03-05 08:43:36 main:581] : INFO : Epoch 314 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 2846.07 ms [2021-03-05 08:43:39 main:581] : INFO : Epoch 315 | loss: 0.0311935 | val_loss: 0.0311915 | Time: 2871.73 ms [2021-03-05 08:43:42 main:581] : INFO : Epoch 316 | loss: 0.0311931 | val_loss: 0.0311916 | Time: 2841.51 ms [2021-03-05 08:43:45 main:581] : INFO : Epoch 317 | loss: 0.0311934 | val_loss: 0.0311911 | Time: 2863.86 ms [2021-03-05 08:43:48 main:581] : INFO : Epoch 318 | loss: 0.0311931 | val_loss: 0.0311914 | Time: 2850.16 ms [2021-03-05 08:43:50 main:581] : INFO : Epoch 319 | loss: 0.0311932 | val_loss: 0.0311918 | Time: 2838.72 ms [2021-03-05 08:43:53 main:581] : INFO : Epoch 320 | loss: 0.0311933 | val_loss: 0.0311909 | Time: 2853.3 ms [2021-03-05 08:43:56 main:581] : INFO : Epoch 321 | loss: 0.0311935 | val_loss: 0.0311912 | Time: 2839.38 ms [2021-03-05 08:43:59 main:581] : INFO : Epoch 322 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 2841.96 ms [2021-03-05 08:44:02 main:581] : INFO : Epoch 323 | loss: 0.0311932 | val_loss: 0.0311913 | Time: 2847.89 ms [2021-03-05 08:44:05 main:581] : INFO : Epoch 324 | loss: 0.0311929 | val_loss: 0.0311912 | Time: 2846.75 ms [2021-03-05 08:44:08 main:581] : INFO : Epoch 325 | loss: 0.031193 | val_loss: 0.0311911 | Time: 2827.9 ms [2021-03-05 08:44:10 main:581] : INFO : Epoch 326 | loss: 0.0311931 | val_loss: 0.0311915 | Time: 2841.42 ms [2021-03-05 08:44:13 main:581] : INFO : Epoch 327 | loss: 0.0311928 | val_loss: 0.0311914 | Time: 2849.35 ms [2021-03-05 08:44:16 main:581] : INFO : Epoch 328 | loss: 0.0311929 | val_loss: 0.0311916 | Time: 2839.17 ms [2021-03-05 08:44:19 main:581] : INFO : Epoch 329 | loss: 0.0311931 | val_loss: 0.0311917 | Time: 2845.41 ms [2021-03-05 08:44:22 main:581] : INFO : Epoch 330 | loss: 0.0311933 | val_loss: 0.031192 | Time: 2847.79 ms [2021-03-05 08:44:25 main:581] : INFO : Epoch 331 | loss: 0.0311931 | val_loss: 0.0311909 | Time: 2851.55 ms [2021-03-05 08:44:27 main:581] : INFO : Epoch 332 | loss: 0.0311928 | val_loss: 0.0311921 | Time: 2838.04 ms [2021-03-05 08:44:30 main:581] : INFO : Epoch 333 | loss: 0.0311933 | val_loss: 0.0311913 | Time: 2836.81 ms [2021-03-05 08:44:33 main:581] : INFO : Epoch 334 | loss: 0.0311926 | val_loss: 0.0311914 | Time: 2837.75 ms [2021-03-05 08:44:36 main:581] : INFO : Epoch 335 | loss: 0.0311926 | val_loss: 0.0311908 | Time: 2825.88 ms [2021-03-05 08:44:39 main:581] : INFO : Epoch 336 | loss: 0.0311924 | val_loss: 0.0311907 | Time: 2850.74 ms [2021-03-05 08:44:42 main:581] : INFO : Epoch 337 | loss: 0.0311925 | val_loss: 0.0311908 | Time: 2843 ms [2021-03-05 08:44:44 main:581] : INFO : Epoch 338 | loss: 0.0311926 | val_loss: 0.0311907 | Time: 2843.9 ms [2021-03-05 08:44:47 main:581] : INFO : Epoch 339 | loss: 0.0311924 | val_loss: 0.0311904 | Time: 2837.94 ms [2021-03-05 08:44:50 main:581] : INFO : Epoch 340 | loss: 0.0311927 | val_loss: 0.0311906 | Time: 2827.96 ms [2021-03-05 08:44:53 main:581] : INFO : Epoch 341 | loss: 0.0311926 | val_loss: 0.0311909 | Time: 2845.81 ms [2021-03-05 08:44:56 main:581] : INFO : Epoch 342 | loss: 0.0311927 | val_loss: 0.0311906 | Time: 2835.15 ms [2021-03-05 08:44:59 main:581] : INFO : Epoch 343 | loss: 0.0311921 | val_loss: 0.0311908 | Time: 2852.81 ms [2021-03-05 08:45:01 main:581] : INFO : Epoch 344 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 2841.43 ms [2021-03-05 08:45:04 main:581] : INFO : Epoch 345 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 2835.38 ms [2021-03-05 08:45:07 main:581] : INFO : Epoch 346 | loss: 0.031193 | val_loss: 0.0311912 | Time: 2856.18 ms [2021-03-05 08:45:10 main:581] : INFO : Epoch 347 | loss: 0.0311939 | val_loss: 0.0311917 | Time: 2845.72 ms [2021-03-05 08:45:13 main:581] : INFO : Epoch 348 | loss: 0.031193 | val_loss: 0.0311909 | Time: 2830.51 ms [2021-03-05 08:45:16 main:581] : INFO : Epoch 349 | loss: 0.0311919 | val_loss: 0.0311906 | Time: 2832.71 ms [2021-03-05 08:45:19 main:581] : INFO : Epoch 350 | loss: 0.0311919 | val_loss: 0.0311902 | Time: 2847.11 ms [2021-03-05 08:45:21 main:581] : INFO : Epoch 351 | loss: 0.0311921 | val_loss: 0.0311901 | Time: 2851.2 ms [2021-03-05 08:45:24 main:581] : INFO : Epoch 352 | loss: 0.0311922 | val_loss: 0.0311902 | Time: 2832.61 ms [2021-03-05 08:45:27 main:581] : INFO : Epoch 353 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 2837.42 ms [2021-03-05 08:45:30 main:581] : INFO : Epoch 354 | loss: 0.0311927 | val_loss: 0.0311903 | Time: 2832.77 ms [2021-03-05 08:45:33 main:581] : INFO : Epoch 355 | loss: 0.0311919 | val_loss: 0.0311905 | Time: 2853.52 ms [2021-03-05 08:45:36 main:581] : INFO : Epoch 356 | loss: 0.0311918 | val_loss: 0.0311902 | Time: 2835.94 ms [2021-03-05 08:45:38 main:581] : INFO : Epoch 357 | loss: 0.0311916 | val_loss: 0.0311901 | Time: 2855.19 ms [2021-03-05 08:45:41 main:581] : INFO : Epoch 358 | loss: 0.0311915 | val_loss: 0.0311905 | Time: 2844.19 ms [2021-03-05 08:45:44 main:581] : INFO : Epoch 359 | loss: 0.0311918 | val_loss: 0.0311903 | Time: 2860.14 ms [2021-03-05 08:45:47 main:581] : INFO : Epoch 360 | loss: 0.0311916 | val_loss: 0.0311899 | Time: 2839.7 ms [2021-03-05 08:45:50 main:581] : INFO : Epoch 361 | loss: 0.0311914 | val_loss: 0.0311904 | Time: 2856.26 ms [2021-03-05 08:45:53 main:581] : INFO : Epoch 362 | loss: 0.0311916 | val_loss: 0.03119 | Time: 2843.19 ms [2021-03-05 08:45:56 main:581] : INFO : Epoch 363 | loss: 0.0311912 | val_loss: 0.0311911 | Time: 2846.75 ms [2021-03-05 08:45:58 main:581] : INFO : Epoch 364 | loss: 0.0311917 | val_loss: 0.0311901 | Time: 2853.76 ms [2021-03-05 08:46:01 main:581] : INFO : Epoch 365 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 2833.6 ms [2021-03-05 08:46:04 main:581] : INFO : Epoch 366 | loss: 0.0311919 | val_loss: 0.0311904 | Time: 2836.91 ms [2021-03-05 08:46:07 main:581] : INFO : Epoch 367 | loss: 0.0311926 | val_loss: 0.0311902 | Time: 2832.93 ms [2021-03-05 08:46:10 main:581] : INFO : Epoch 368 | loss: 0.0311923 | val_loss: 0.0311895 | Time: 2817.75 ms [2021-03-05 08:46:13 main:581] : INFO : Epoch 369 | loss: 0.0311914 | val_loss: 0.0311901 | Time: 2852.13 ms [2021-03-05 08:46:15 main:581] : INFO : Epoch 370 | loss: 0.0311916 | val_loss: 0.0311906 | Time: 2829.58 ms [2021-03-05 08:46:18 main:581] : INFO : Epoch 371 | loss: 0.0311913 | val_loss: 0.0311899 | Time: 2856.42 ms [2021-03-05 08:46:21 main:581] : INFO : Epoch 372 | loss: 0.0311913 | val_loss: 0.03119 | Time: 2845.17 ms [2021-03-05 08:46:24 main:581] : INFO : Epoch 373 | loss: 0.0311917 | val_loss: 0.0311914 | Time: 2852.45 ms [2021-03-05 08:46:27 main:581] : INFO : Epoch 374 | loss: 0.0311909 | val_loss: 0.0311894 | Time: 2839.62 ms [2021-03-05 08:46:30 main:581] : INFO : Epoch 375 | loss: 0.0311902 | val_loss: 0.0311907 | Time: 2839.74 ms [2021-03-05 08:46:32 main:581] : INFO : Epoch 376 | loss: 0.0311903 | val_loss: 0.0311888 | Time: 2848.39 ms [2021-03-05 08:46:35 main:581] : INFO : Epoch 377 | loss: 0.0311906 | val_loss: 0.03119 | Time: 2831.87 ms [2021-03-05 08:46:38 main:581] : INFO : Epoch 378 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 2845.77 ms [2021-03-05 08:46:41 main:581] : INFO : Epoch 379 | loss: 0.0311892 | val_loss: 0.0311884 | Time: 2849.07 ms [2021-03-05 08:46:44 main:581] : INFO : Epoch 380 | loss: 0.031189 | val_loss: 0.0311878 | Time: 2834.54 ms [2021-03-05 08:46:47 main:581] : INFO : Epoch 381 | loss: 0.0311905 | val_loss: 0.0311878 | Time: 2829.17 ms [2021-03-05 08:46:50 main:581] : INFO : Epoch 382 | loss: 0.0311902 | val_loss: 0.0311882 | Time: 2830.92 ms [2021-03-05 08:46:52 main:581] : INFO : Epoch 383 | loss: 0.0311901 | val_loss: 0.0311875 | Time: 2835.15 ms [2021-03-05 08:46:55 main:581] : INFO : Epoch 384 | loss: 0.0311896 | val_loss: 0.031187 | Time: 2854.95 ms [2021-03-05 08:46:58 main:581] : INFO : Epoch 385 | loss: 0.0311889 | val_loss: 0.0311865 | Time: 2849.76 ms [2021-03-05 08:47:01 main:581] : INFO : Epoch 386 | loss: 0.0311889 | val_loss: 0.0311871 | Time: 2840.34 ms [2021-03-05 08:47:04 main:581] : INFO : Epoch 387 | loss: 0.0311885 | val_loss: 0.0311864 | Time: 2839.06 ms [2021-03-05 08:47:07 main:581] : INFO : Epoch 388 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 2845.94 ms [2021-03-05 08:47:09 main:581] : INFO : Epoch 389 | loss: 0.0311889 | val_loss: 0.0311874 | Time: 2835.99 ms [2021-03-05 08:47:12 main:581] : INFO : Epoch 390 | loss: 0.0311891 | val_loss: 0.0311868 | Time: 2851.71 ms [2021-03-05 08:47:15 main:581] : INFO : Epoch 391 | loss: 0.0311892 | val_loss: 0.0311874 | Time: 2839.57 ms [2021-03-05 08:47:18 main:581] : INFO : Epoch 392 | loss: 0.0311892 | val_loss: 0.0311867 | Time: 2846.28 ms [2021-03-05 08:47:21 main:581] : INFO : Epoch 393 | loss: 0.0311884 | val_loss: 0.0311876 | Time: 2819.55 ms [2021-03-05 08:47:24 main:581] : INFO : Epoch 394 | loss: 0.0311882 | val_loss: 0.0311864 | Time: 2852.44 ms [2021-03-05 08:47:26 main:581] : INFO : Epoch 395 | loss: 0.0311884 | val_loss: 0.0311868 | Time: 2830.28 ms [2021-03-05 08:47:29 main:581] : INFO : Epoch 396 | loss: 0.031189 | val_loss: 0.0311883 | Time: 2845.37 ms [2021-03-05 08:47:32 main:581] : INFO : Epoch 397 | loss: 0.0311884 | val_loss: 0.0311875 | Time: 2834.34 ms [2021-03-05 08:47:35 main:581] : INFO : Epoch 398 | loss: 0.031188 | val_loss: 0.0311887 | Time: 2836.48 ms [2021-03-05 08:47:38 main:581] : INFO : Epoch 399 | loss: 0.0311878 | val_loss: 0.0311868 | Time: 2849.02 ms [2021-03-05 08:47:41 main:581] : INFO : Epoch 400 | loss: 0.0311877 | val_loss: 0.0311865 | Time: 2817.58 ms [2021-03-05 08:47:43 main:581] : INFO : Epoch 401 | loss: 0.0311881 | val_loss: 0.0311863 | Time: 2849.94 ms [2021-03-05 08:47:46 main:581] : INFO : Epoch 402 | loss: 0.031187 | val_loss: 0.0311862 | Time: 2831.47 ms [2021-03-05 08:47:49 main:581] : INFO : Epoch 403 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 2831.49 ms [2021-03-05 08:47:52 main:581] : INFO : Epoch 404 | loss: 0.0311866 | val_loss: 0.0311855 | Time: 2839.4 ms [2021-03-05 08:47:55 main:581] : INFO : Epoch 405 | loss: 0.0311863 | val_loss: 0.0311844 | Time: 2849.67 ms [2021-03-05 08:47:58 main:581] : INFO : Epoch 406 | loss: 0.0311871 | val_loss: 0.0311887 | Time: 2848.04 ms [2021-03-05 08:48:01 main:581] : INFO : Epoch 407 | loss: 0.0311887 | val_loss: 0.0311864 | Time: 2847.52 ms [2021-03-05 08:48:03 main:581] : INFO : Epoch 408 | loss: 0.0311891 | val_loss: 0.0311867 | Time: 2845.74 ms [2021-03-05 08:48:06 main:581] : INFO : Epoch 409 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 2857.82 ms [2021-03-05 08:48:09 main:581] : INFO : Epoch 410 | loss: 0.0311874 | val_loss: 0.0311854 | Time: 2813.3 ms [2021-03-05 08:48:12 main:581] : INFO : Epoch 411 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 2841.67 ms [2021-03-05 08:48:15 main:581] : INFO : Epoch 412 | loss: 0.0311885 | val_loss: 0.0311844 | Time: 2828.59 ms [2021-03-05 08:48:18 main:581] : INFO : Epoch 413 | loss: 0.0311894 | val_loss: 0.0311856 | Time: 2849.36 ms [2021-03-05 08:48:20 main:581] : INFO : Epoch 414 | loss: 0.031188 | val_loss: 0.0311839 | Time: 2823.42 ms [2021-03-05 08:48:23 main:581] : INFO : Epoch 415 | loss: 0.0311873 | val_loss: 0.0311828 | Time: 2832.24 ms [2021-03-05 08:48:26 main:581] : INFO : Epoch 416 | loss: 0.0311883 | val_loss: 0.0311837 | Time: 2845.98 ms [2021-03-05 08:48:29 main:581] : INFO : Epoch 417 | loss: 0.0311855 | val_loss: 0.0311828 | Time: 2852.53 ms [2021-03-05 08:48:32 main:581] : INFO : Epoch 418 | loss: 0.031185 | val_loss: 0.0311821 | Time: 2839.94 ms [2021-03-05 08:48:35 main:581] : INFO : Epoch 419 | loss: 0.0311849 | val_loss: 0.031182 | Time: 2834.28 ms [2021-03-05 08:48:37 main:581] : INFO : Epoch 420 | loss: 0.0311844 | val_loss: 0.0311819 | Time: 2818.08 ms [2021-03-05 08:48:40 main:581] : INFO : Epoch 421 | loss: 0.0311851 | val_loss: 0.0311824 | Time: 2839.5 ms [2021-03-05 08:48:43 main:581] : INFO : Epoch 422 | loss: 0.0311839 | val_loss: 0.0311809 | Time: 2822.15 ms [2021-03-05 08:48:46 main:581] : INFO : Epoch 423 | loss: 0.0311838 | val_loss: 0.0311816 | Time: 2849.8 ms [2021-03-05 08:48:49 main:581] : INFO : Epoch 424 | loss: 0.0311833 | val_loss: 0.0311811 | Time: 2835.57 ms [2021-03-05 08:48:52 main:581] : INFO : Epoch 425 | loss: 0.0311827 | val_loss: 0.0311813 | Time: 2837.89 ms [2021-03-05 08:48:54 main:581] : INFO : Epoch 426 | loss: 0.0311826 | val_loss: 0.0311795 | Time: 2851.85 ms [2021-03-05 08:48:57 main:581] : INFO : Epoch 427 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 2839.66 ms [2021-03-05 08:49:00 main:581] : INFO : Epoch 428 | loss: 0.0311831 | val_loss: 0.0311813 | Time: 2858.58 ms [2021-03-05 08:49:03 main:581] : INFO : Epoch 429 | loss: 0.0311828 | val_loss: 0.0311807 | Time: 2853.98 ms [2021-03-05 08:49:06 main:581] : INFO : Epoch 430 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 2853.3 ms [2021-03-05 08:49:09 main:581] : INFO : Epoch 431 | loss: 0.0311823 | val_loss: 0.0311808 | Time: 2834.4 ms [2021-03-05 08:49:12 main:581] : INFO : Epoch 432 | loss: 0.0311825 | val_loss: 0.03118 | Time: 2850.33 ms [2021-03-05 08:49:14 main:581] : INFO : Epoch 433 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 2851.7 ms [2021-03-05 08:49:17 main:581] : INFO : Epoch 434 | loss: 0.031181 | val_loss: 0.0311798 | Time: 2855.13 ms [2021-03-05 08:49:20 main:581] : INFO : Epoch 435 | loss: 0.0311808 | val_loss: 0.0311786 | Time: 2826.32 ms [2021-03-05 08:49:23 main:581] : INFO : Epoch 436 | loss: 0.031181 | val_loss: 0.0311808 | Time: 2833.9 ms [2021-03-05 08:49:26 main:581] : INFO : Epoch 437 | loss: 0.0311811 | val_loss: 0.03118 | Time: 2830.15 ms [2021-03-05 08:49:29 main:581] : INFO : Epoch 438 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 2846.67 ms [2021-03-05 08:49:31 main:581] : INFO : Epoch 439 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 2842.46 ms [2021-03-05 08:49:34 main:581] : INFO : Epoch 440 | loss: 0.0311804 | val_loss: 0.03118 | Time: 2836.33 ms [2021-03-05 08:49:37 main:581] : INFO : Epoch 441 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 2843.72 ms [2021-03-05 08:49:40 main:581] : INFO : Epoch 442 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 2850.77 ms [2021-03-05 08:49:43 main:581] : INFO : Epoch 443 | loss: 0.0311797 | val_loss: 0.0311782 | Time: 2859.23 ms [2021-03-05 08:49:46 main:581] : INFO : Epoch 444 | loss: 0.0311782 | val_loss: 0.0311777 | Time: 2835.2 ms [2021-03-05 08:49:49 main:581] : INFO : Epoch 445 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 2845.53 ms [2021-03-05 08:49:51 main:581] : INFO : Epoch 446 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 2856.91 ms [2021-03-05 08:49:54 main:581] : INFO : Epoch 447 | loss: 0.0311783 | val_loss: 0.0311785 | Time: 2847.08 ms [2021-03-05 08:49:57 main:581] : INFO : Epoch 448 | loss: 0.0311785 | val_loss: 0.0311794 | Time: 2833.93 ms [2021-03-05 08:50:00 main:581] : INFO : Epoch 449 | loss: 0.0311783 | val_loss: 0.0311779 | Time: 2837.87 ms [2021-03-05 08:50:03 main:581] : INFO : Epoch 450 | loss: 0.0311782 | val_loss: 0.031182 | Time: 2836.53 ms [2021-03-05 08:50:06 main:581] : INFO : Epoch 451 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 2833.3 ms [2021-03-05 08:50:08 main:581] : INFO : Epoch 452 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 2845.18 ms [2021-03-05 08:50:11 main:581] : INFO : Epoch 453 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 2849.48 ms [2021-03-05 08:50:14 main:581] : INFO : Epoch 454 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 2850.05 ms [2021-03-05 08:50:17 main:581] : INFO : Epoch 455 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 2848.11 ms [2021-03-05 08:50:20 main:581] : INFO : Epoch 456 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 2831.32 ms [2021-03-05 08:50:23 main:581] : INFO : Epoch 457 | loss: 0.0311774 | val_loss: 0.0311776 | Time: 2835.09 ms [2021-03-05 08:50:25 main:581] : INFO : Epoch 458 | loss: 0.031178 | val_loss: 0.0311802 | Time: 2842.01 ms [2021-03-05 08:50:28 main:581] : INFO : Epoch 459 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 2824.19 ms [2021-03-05 08:50:31 main:581] : INFO : Epoch 460 | loss: 0.0311755 | val_loss: 0.031178 | Time: 2821.87 ms [2021-03-05 08:50:34 main:581] : INFO : Epoch 461 | loss: 0.0311764 | val_loss: 0.0311797 | Time: 2824.03 ms [2021-03-05 08:50:37 main:581] : INFO : Epoch 462 | loss: 0.0311767 | val_loss: 0.0311864 | Time: 2820.23 ms [2021-03-05 08:50:40 main:581] : INFO : Epoch 463 | loss: 0.0311787 | val_loss: 0.0311784 | Time: 2804.71 ms [2021-03-05 08:50:42 main:581] : INFO : Epoch 464 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 2798.61 ms [2021-03-05 08:50:45 main:581] : INFO : Epoch 465 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 2791.72 ms [2021-03-05 08:50:48 main:581] : INFO : Epoch 466 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 2782.65 ms [2021-03-05 08:50:51 main:581] : INFO : Epoch 467 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 2803.48 ms [2021-03-05 08:50:54 main:581] : INFO : Epoch 468 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 2802.21 ms [2021-03-05 08:50:56 main:581] : INFO : Epoch 469 | loss: 0.0311769 | val_loss: 0.0311772 | Time: 2774.9 ms [2021-03-05 08:50:59 main:581] : INFO : Epoch 470 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 2800.47 ms [2021-03-05 08:51:02 main:581] : INFO : Epoch 471 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 2807.26 ms [2021-03-05 08:51:05 main:581] : INFO : Epoch 472 | loss: 0.0311743 | val_loss: 0.0311794 | Time: 2794.73 ms [2021-03-05 08:51:08 main:581] : INFO : Epoch 473 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 2788.55 ms [2021-03-05 08:51:10 main:581] : INFO : Epoch 474 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 2795.47 ms [2021-03-05 08:51:13 main:581] : INFO : Epoch 475 | loss: 0.031176 | val_loss: 0.031179 | Time: 2822.19 ms [2021-03-05 08:51:16 main:581] : INFO : Epoch 476 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 2799.66 ms [2021-03-05 08:51:19 main:581] : INFO : Epoch 477 | loss: 0.0311796 | val_loss: 0.0311765 | Time: 2801.08 ms [2021-03-05 08:51:22 main:581] : INFO : Epoch 478 | loss: 0.0311747 | val_loss: 0.0311774 | Time: 2798.72 ms [2021-03-05 08:51:24 main:581] : INFO : Epoch 479 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 2805.55 ms [2021-03-05 08:51:27 main:581] : INFO : Epoch 480 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 2795.64 ms [2021-03-05 08:51:30 main:581] : INFO : Epoch 481 | loss: 0.0311763 | val_loss: 0.0311874 | Time: 2809.49 ms [2021-03-05 08:51:33 main:581] : INFO : Epoch 482 | loss: 0.0311764 | val_loss: 0.0311833 | Time: 2793.59 ms [2021-03-05 08:51:36 main:581] : INFO : Epoch 483 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 2802.41 ms [2021-03-05 08:51:38 main:581] : INFO : Epoch 484 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 2793.92 ms [2021-03-05 08:51:41 main:581] : INFO : Epoch 485 | loss: 0.0311805 | val_loss: 0.0311847 | Time: 2798.32 ms [2021-03-05 08:51:44 main:581] : INFO : Epoch 486 | loss: 0.031178 | val_loss: 0.0311789 | Time: 2779.84 ms [2021-03-05 08:51:47 main:581] : INFO : Epoch 487 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 2801.1 ms [2021-03-05 08:51:50 main:581] : INFO : Epoch 488 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 2790.59 ms [2021-03-05 08:51:52 main:581] : INFO : Epoch 489 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 2819.67 ms [2021-03-05 08:51:55 main:581] : INFO : Epoch 490 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2805.06 ms [2021-03-05 08:51:58 main:581] : INFO : Epoch 491 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 2790.25 ms [2021-03-05 08:52:01 main:581] : INFO : Epoch 492 | loss: 0.0311729 | val_loss: 0.0311838 | Time: 2799 ms [2021-03-05 08:52:04 main:581] : INFO : Epoch 493 | loss: 0.031177 | val_loss: 0.0311853 | Time: 2791.9 ms [2021-03-05 08:52:06 main:581] : INFO : Epoch 494 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 2777.13 ms [2021-03-05 08:52:09 main:581] : INFO : Epoch 495 | loss: 0.0311763 | val_loss: 0.0311765 | Time: 2789.15 ms [2021-03-05 08:52:12 main:581] : INFO : Epoch 496 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 2799.32 ms [2021-03-05 08:52:15 main:581] : INFO : Epoch 497 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 2779.64 ms [2021-03-05 08:52:17 main:581] : INFO : Epoch 498 | loss: 0.0311719 | val_loss: 0.0311788 | Time: 2809.96 ms [2021-03-05 08:52:20 main:581] : INFO : Epoch 499 | loss: 0.0311742 | val_loss: 0.031183 | Time: 2793.84 ms [2021-03-05 08:52:23 main:581] : INFO : Epoch 500 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 2803.47 ms [2021-03-05 08:52:26 main:581] : INFO : Epoch 501 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 2797.26 ms [2021-03-05 08:52:29 main:581] : INFO : Epoch 502 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 2788.27 ms [2021-03-05 08:52:31 main:581] : INFO : Epoch 503 | loss: 0.0311759 | val_loss: 0.0311765 | Time: 2801.02 ms [2021-03-05 08:52:34 main:581] : INFO : Epoch 504 | loss: 0.031177 | val_loss: 0.0311802 | Time: 2792.96 ms [2021-03-05 08:52:37 main:581] : INFO : Epoch 505 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 2814.55 ms [2021-03-05 08:52:40 main:581] : INFO : Epoch 506 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 2783.94 ms [2021-03-05 08:52:43 main:581] : INFO : Epoch 507 | loss: 0.0311805 | val_loss: 0.0311914 | Time: 2791.17 ms [2021-03-05 08:52:45 main:581] : INFO : Epoch 508 | loss: 0.0311848 | val_loss: 0.0311782 | Time: 2789.55 ms [2021-03-05 08:52:48 main:581] : INFO : Epoch 509 | loss: 0.0311738 | val_loss: 0.0311743 | Time: 2800.79 ms [2021-03-05 08:52:51 main:581] : INFO : Epoch 510 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 2802.38 ms [2021-03-05 08:52:54 main:581] : INFO : Epoch 511 | loss: 0.0311755 | val_loss: 0.0311757 | Time: 2802.75 ms [2021-03-05 08:52:57 main:581] : INFO : Epoch 512 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 2802.28 ms [2021-03-05 08:52:59 main:581] : INFO : Epoch 513 | loss: 0.0311718 | val_loss: 0.0311724 | Time: 2804.49 ms [2021-03-05 08:53:02 main:581] : INFO : Epoch 514 | loss: 0.0311695 | val_loss: 0.031173 | Time: 2794.61 ms [2021-03-05 08:53:05 main:581] : INFO : Epoch 515 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 2792.89 ms [2021-03-05 08:53:08 main:581] : INFO : Epoch 516 | loss: 0.0311734 | val_loss: 0.0311757 | Time: 2807.28 ms [2021-03-05 08:53:11 main:581] : INFO : Epoch 517 | loss: 0.0311739 | val_loss: 0.0311766 | Time: 2786.57 ms [2021-03-05 08:53:13 main:581] : INFO : Epoch 518 | loss: 0.0311721 | val_loss: 0.0311745 | Time: 2796.22 ms [2021-03-05 08:53:16 main:581] : INFO : Epoch 519 | loss: 0.031171 | val_loss: 0.0311746 | Time: 2794.66 ms [2021-03-05 08:53:19 main:581] : INFO : Epoch 520 | loss: 0.0311702 | val_loss: 0.031178 | Time: 2812.09 ms [2021-03-05 08:53:22 main:581] : INFO : Epoch 521 | loss: 0.0311716 | val_loss: 0.0311715 | Time: 2789.21 ms [2021-03-05 08:53:25 main:581] : INFO : Epoch 522 | loss: 0.0311726 | val_loss: 0.0311815 | Time: 2784.24 ms [2021-03-05 08:53:27 main:581] : INFO : Epoch 523 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 2813.34 ms [2021-03-05 08:53:30 main:581] : INFO : Epoch 524 | loss: 0.0311706 | val_loss: 0.0311731 | Time: 2813.64 ms [2021-03-05 08:53:33 main:581] : INFO : Epoch 525 | loss: 0.0311703 | val_loss: 0.0311793 | Time: 2784.73 ms [2021-03-05 08:53:36 main:581] : INFO : Epoch 526 | loss: 0.031176 | val_loss: 0.031175 | Time: 2810.66 ms [2021-03-05 08:53:39 main:581] : INFO : Epoch 527 | loss: 0.0311723 | val_loss: 0.0311715 | Time: 2765.65 ms [2021-03-05 08:53:41 main:581] : INFO : Epoch 528 | loss: 0.0311717 | val_loss: 0.031172 | Time: 2790.1 ms [2021-03-05 08:53:44 main:581] : INFO : Epoch 529 | loss: 0.0311709 | val_loss: 0.0311725 | Time: 2796.37 ms [2021-03-05 08:53:47 main:581] : INFO : Epoch 530 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 2791.36 ms [2021-03-05 08:53:50 main:581] : INFO : Epoch 531 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 2797.11 ms [2021-03-05 08:53:53 main:581] : INFO : Epoch 532 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 2797.72 ms [2021-03-05 08:53:55 main:581] : INFO : Epoch 533 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 2788.35 ms [2021-03-05 08:53:58 main:581] : INFO : Epoch 534 | loss: 0.0311657 | val_loss: 0.031173 | Time: 2795.54 ms [2021-03-05 08:54:01 main:581] : INFO : Epoch 535 | loss: 0.0311674 | val_loss: 0.0311728 | Time: 2793.32 ms [2021-03-05 08:54:04 main:581] : INFO : Epoch 536 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 2805.16 ms [2021-03-05 08:54:07 main:581] : INFO : Epoch 537 | loss: 0.0311654 | val_loss: 0.0311775 | Time: 2794.18 ms [2021-03-05 08:54:09 main:581] : INFO : Epoch 538 | loss: 0.0311733 | val_loss: 0.0311797 | Time: 2780.36 ms [2021-03-05 08:54:12 main:581] : INFO : Epoch 539 | loss: 0.0311728 | val_loss: 0.0311716 | Time: 2773.03 ms [2021-03-05 08:54:15 main:581] : INFO : Epoch 540 | loss: 0.0311648 | val_loss: 0.0311716 | Time: 2770.79 ms [2021-03-05 08:54:18 main:581] : INFO : Epoch 541 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 2757.94 ms [2021-03-05 08:54:20 main:581] : INFO : Epoch 542 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 2772.26 ms [2021-03-05 08:54:23 main:581] : INFO : Epoch 543 | loss: 0.0311695 | val_loss: 0.0311875 | Time: 2759.97 ms [2021-03-05 08:54:26 main:581] : INFO : Epoch 544 | loss: 0.031169 | val_loss: 0.0311763 | Time: 2772.58 ms [2021-03-05 08:54:29 main:581] : INFO : Epoch 545 | loss: 0.0311732 | val_loss: 0.0311847 | Time: 2769.29 ms [2021-03-05 08:54:31 main:581] : INFO : Epoch 546 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 2769.76 ms [2021-03-05 08:54:34 main:581] : INFO : Epoch 547 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 2718.7 ms [2021-03-05 08:54:37 main:581] : INFO : Epoch 548 | loss: 0.0311646 | val_loss: 0.0311817 | Time: 2726.52 ms [2021-03-05 08:54:40 main:581] : INFO : Epoch 549 | loss: 0.031169 | val_loss: 0.0311796 | Time: 2732.22 ms [2021-03-05 08:54:42 main:581] : INFO : Epoch 550 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 2723.8 ms [2021-03-05 08:54:45 main:581] : INFO : Epoch 551 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 2737.56 ms [2021-03-05 08:54:48 main:581] : INFO : Epoch 552 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 2714.54 ms [2021-03-05 08:54:51 main:581] : INFO : Epoch 553 | loss: 0.0311672 | val_loss: 0.0311832 | Time: 2716.73 ms [2021-03-05 08:54:53 main:581] : INFO : Epoch 554 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 2702.82 ms [2021-03-05 08:54:56 main:581] : INFO : Epoch 555 | loss: 0.0311752 | val_loss: 0.0311847 | Time: 2707.75 ms [2021-03-05 08:54:59 main:581] : INFO : Epoch 556 | loss: 0.0311753 | val_loss: 0.0311727 | Time: 2705.73 ms [2021-03-05 08:55:01 main:581] : INFO : Epoch 557 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 2723.79 ms [2021-03-05 08:55:04 main:581] : INFO : Epoch 558 | loss: 0.0311736 | val_loss: 0.0311896 | Time: 2705.22 ms [2021-03-05 08:55:07 main:581] : INFO : Epoch 559 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 2714.32 ms [2021-03-05 08:55:10 main:581] : INFO : Epoch 560 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 2717.65 ms [2021-03-05 08:55:12 main:581] : INFO : Epoch 561 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 2711.99 ms [2021-03-05 08:55:15 main:581] : INFO : Epoch 562 | loss: 0.0311622 | val_loss: 0.031171 | Time: 2726.44 ms [2021-03-05 08:55:18 main:581] : INFO : Epoch 563 | loss: 0.031162 | val_loss: 0.0311715 | Time: 2713.79 ms [2021-03-05 08:55:20 main:581] : INFO : Epoch 564 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 2720.33 ms [2021-03-05 08:55:23 main:581] : INFO : Epoch 565 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 2716.35 ms [2021-03-05 08:55:26 main:581] : INFO : Epoch 566 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 2725.78 ms [2021-03-05 08:55:29 main:581] : INFO : Epoch 567 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 2699.03 ms [2021-03-05 08:55:31 main:581] : INFO : Epoch 568 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 2721.63 ms [2021-03-05 08:55:34 main:581] : INFO : Epoch 569 | loss: 0.0311616 | val_loss: 0.0311773 | Time: 2711.07 ms [2021-03-05 08:55:37 main:581] : INFO : Epoch 570 | loss: 0.0311642 | val_loss: 0.0311838 | Time: 2714.39 ms [2021-03-05 08:55:39 main:581] : INFO : Epoch 571 | loss: 0.031168 | val_loss: 0.0311814 | Time: 2726.48 ms [2021-03-05 08:55:42 main:581] : INFO : Epoch 572 | loss: 0.0311644 | val_loss: 0.031172 | Time: 2694.99 ms [2021-03-05 08:55:45 main:581] : INFO : Epoch 573 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 2719.83 ms [2021-03-05 08:55:48 main:581] : INFO : Epoch 574 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 2715.31 ms [2021-03-05 08:55:50 main:581] : INFO : Epoch 575 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 2707.42 ms [2021-03-05 08:55:53 main:581] : INFO : Epoch 576 | loss: 0.0311602 | val_loss: 0.0311721 | Time: 2713.98 ms [2021-03-05 08:55:56 main:581] : INFO : Epoch 577 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 2710.51 ms [2021-03-05 08:55:58 main:581] : INFO : Epoch 578 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 2711.51 ms [2021-03-05 08:56:01 main:581] : INFO : Epoch 579 | loss: 0.031165 | val_loss: 0.0311747 | Time: 2733.7 ms [2021-03-05 08:56:04 main:581] : INFO : Epoch 580 | loss: 0.0311608 | val_loss: 0.0311772 | Time: 2730.27 ms [2021-03-05 08:56:07 main:581] : INFO : Epoch 581 | loss: 0.0311636 | val_loss: 0.031177 | Time: 2727.4 ms [2021-03-05 08:56:09 main:581] : INFO : Epoch 582 | loss: 0.031173 | val_loss: 0.0311907 | Time: 2698.18 ms [2021-03-05 08:56:12 main:581] : INFO : Epoch 583 | loss: 0.0311718 | val_loss: 0.0311961 | Time: 2709.23 ms [2021-03-05 08:56:15 main:581] : INFO : Epoch 584 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 2726.26 ms [2021-03-05 08:56:17 main:581] : INFO : Epoch 585 | loss: 0.0311586 | val_loss: 0.0311798 | Time: 2716.23 ms [2021-03-05 08:56:20 main:581] : INFO : Epoch 586 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 2721.29 ms [2021-03-05 08:56:23 main:581] : INFO : Epoch 587 | loss: 0.0311599 | val_loss: 0.0311712 | Time: 2722.52 ms [2021-03-05 08:56:26 main:581] : INFO : Epoch 588 | loss: 0.031159 | val_loss: 0.0311748 | Time: 2719.06 ms [2021-03-05 08:56:28 main:581] : INFO : Epoch 589 | loss: 0.0311603 | val_loss: 0.0311776 | Time: 2694.36 ms [2021-03-05 08:56:31 main:581] : INFO : Epoch 590 | loss: 0.031158 | val_loss: 0.0311728 | Time: 2696.66 ms [2021-03-05 08:56:34 main:581] : INFO : Epoch 591 | loss: 0.0311581 | val_loss: 0.031174 | Time: 2717.79 ms [2021-03-05 08:56:36 main:581] : INFO : Epoch 592 | loss: 0.0311608 | val_loss: 0.0311878 | Time: 2719.49 ms [2021-03-05 08:56:39 main:581] : INFO : Epoch 593 | loss: 0.031159 | val_loss: 0.031174 | Time: 2721.82 ms [2021-03-05 08:56:42 main:581] : INFO : Epoch 594 | loss: 0.0311575 | val_loss: 0.0311808 | Time: 2717.33 ms [2021-03-05 08:56:45 main:581] : INFO : Epoch 595 | loss: 0.0311637 | val_loss: 0.0311756 | Time: 2707.44 ms [2021-03-05 08:56:47 main:581] : INFO : Epoch 596 | loss: 0.0311591 | val_loss: 0.0311766 | Time: 2713.1 ms [2021-03-05 08:56:50 main:581] : INFO : Epoch 597 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 2707.67 ms [2021-03-05 08:56:53 main:581] : INFO : Epoch 598 | loss: 0.0311641 | val_loss: 0.0311807 | Time: 2716.45 ms [2021-03-05 08:56:55 main:581] : INFO : Epoch 599 | loss: 0.0311609 | val_loss: 0.0311743 | Time: 2708.58 ms [2021-03-05 08:56:58 main:581] : INFO : Epoch 600 | loss: 0.0311601 | val_loss: 0.0311776 | Time: 2706.54 ms [2021-03-05 08:57:01 main:581] : INFO : Epoch 601 | loss: 0.0311701 | val_loss: 0.0311825 | Time: 2711.88 ms [2021-03-05 08:57:04 main:581] : INFO : Epoch 602 | loss: 0.0311659 | val_loss: 0.0311762 | Time: 2716.29 ms [2021-03-05 08:57:06 main:581] : INFO : Epoch 603 | loss: 0.0311629 | val_loss: 0.0311772 | Time: 2720.52 ms [2021-03-05 08:57:09 main:581] : INFO : Epoch 604 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 2717.99 ms [2021-03-05 08:57:12 main:581] : INFO : Epoch 605 | loss: 0.0311583 | val_loss: 0.031171 | Time: 2696.66 ms [2021-03-05 08:57:14 main:581] : INFO : Epoch 606 | loss: 0.0311603 | val_loss: 0.0311753 | Time: 2720.13 ms [2021-03-05 08:57:17 main:581] : INFO : Epoch 607 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 2701.72 ms [2021-03-05 08:57:20 main:581] : INFO : Epoch 608 | loss: 0.0311693 | val_loss: 0.0311709 | Time: 2695.73 ms [2021-03-05 08:57:23 main:581] : INFO : Epoch 609 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 2720.79 ms [2021-03-05 08:57:25 main:581] : INFO : Epoch 610 | loss: 0.0311554 | val_loss: 0.0311723 | Time: 2720.83 ms [2021-03-05 08:57:28 main:581] : INFO : Epoch 611 | loss: 0.0311551 | val_loss: 0.0311732 | Time: 2713.87 ms SIGSEGV: segmentation violation Stack trace (12 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55d03783ef9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7fb5afb873c0] /lib/x86_64-linux-gnu/libc.so.6(+0x499f6)[0x7fb5314b09f6] /lib/x86_64-linux-gnu/libc.so.6(on_exit+0x0)[0x7fb5314b0be0] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55d03783ab25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55d03783abee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7fb5afb873c0] /lib/x86_64-linux-gnu/libc.so.6(accept4+0x5e)[0x7fb53158ac8e] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x1e4ce3)[0x7fb513c32ce3] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x286c36)[0x7fb513cd4c36] /lib/x86_64-linux-gnu/libpthread.so.0(+0x9609)[0x7fb5afb7b609] /lib/x86_64-linux-gnu/libc.so.6(clone+0x43)[0x7fb531589293] Exiting... </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)