Task 3362766
| Name | EightBitModified-1606530105-21628-4_1 |
| Workunit | 1542091 |
| Created | 20 Dec 2020, 3:46:53 UTC |
| Sent | 20 Dec 2020, 4:55:16 UTC |
| Report deadline | 27 Dec 2020, 4:55:16 UTC |
| Received | 21 Dec 2020, 11:02:46 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Compute error |
| Exit status | 197 (0x000000C5) EXIT_TIME_LIMIT_EXCEEDED |
| Computer ID | 5242 |
| Run time | 2 hours 49 min 3 sec |
| CPU time | 21 min 1 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.50 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<message>
exceeded elapsed time limit 10111.70 (1000000.00G/98.90G)</message>
<stderr_txt>
INFO : Hidden Width: 12
[2020-12-20 23:27:51 main:482] : INFO : # Recurrent Layers: 4
[2020-12-20 23:27:51 main:483] : INFO : # Backend Layers: 4
[2020-12-20 23:27:51 main:484] : INFO : # Threads: 1
[2020-12-20 23:27:51 main:486] : INFO : Preparing Dataset
[2020-12-20 23:27:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/EightBitModified-train-val-dataset.hdf5 into memory
[2020-12-20 23:28:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/EightBitModified-train-val-dataset.hdf5 into memory
[2020-12-20 23:28:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2020-12-20 23:28:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/EightBitModified-train-val-dataset.hdf5 into memory
[2020-12-20 23:28:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/EightBitModified-train-val-dataset.hdf5 into memory
[2020-12-20 23:28:52 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2020-12-20 23:28:52 main:494] : INFO : Creating Model
[2020-12-20 23:28:52 main:507] : INFO : Preparing config file
[2020-12-20 23:28:52 main:511] : INFO : Found checkpoint, attempting to load...
[2020-12-20 23:28:52 main:512] : INFO : Loading config
[2020-12-20 23:28:52 main:514] : INFO : Loading state
[2020-12-20 23:28:54 main:559] : INFO : Loading DataLoader into Memory
[2020-12-20 23:28:54 main:562] : INFO : Starting Training
[2020-12-20 23:32:40 main:574] : INFO : Epoch 50 | loss: 0.0357203 | val_loss: 0.0209035 | Time: 226664 ms
[2020-12-20 23:36:26 main:574] : INFO : Epoch 51 | loss: 0.0150941 | val_loss: 0.0129487 | Time: 225575 ms
[2020-12-20 23:40:17 main:574] : INFO : Epoch 52 | loss: 0.0118815 | val_loss: 0.0115105 | Time: 231512 ms
[2020-12-20 23:44:07 main:574] : INFO : Epoch 53 | loss: 0.0110823 | val_loss: 0.0109979 | Time: 229130 ms
[2020-12-20 23:48:04 main:574] : INFO : Epoch 54 | loss: 0.0106804 | val_loss: 0.0106131 | Time: 232694 ms
[2020-12-20 23:52:03 main:574] : INFO : Epoch 55 | loss: 0.0103007 | val_loss: 0.0102575 | Time: 238647 ms
[2020-12-20 23:55:46 main:574] : INFO : Epoch 56 | loss: 0.00999264 | val_loss: 0.00999922 | Time: 223194 ms
[2020-12-20 23:59:34 main:574] : INFO : Epoch 57 | loss: 0.00978563 | val_loss: 0.00983995 | Time: 223208 ms
[2020-12-21 00:03:29 main:574] : INFO : Epoch 58 | loss: 0.00966838 | val_loss: 0.00975846 | Time: 235050 ms
[2020-12-21 00:07:17 main:574] : INFO : Epoch 59 | loss: 0.00960065 | val_loss: 0.0096993 | Time: 227929 ms
[2020-12-21 00:11:44 main:574] : INFO : Epoch 60 | loss: 0.00954897 | val_loss: 0.00965564 | Time: 267127 ms
[2020-12-21 00:15:51 main:574] : INFO : Epoch 61 | loss: 0.00950924 | val_loss: 0.0096175 | Time: 246951 ms
[2020-12-21 00:19:40 main:574] : INFO : Epoch 62 | loss: 0.00947393 | val_loss: 0.00958358 | Time: 229122 ms
[2020-12-21 00:23:26 main:574] : INFO : Epoch 63 | loss: 0.00944229 | val_loss: 0.00955454 | Time: 225576 ms
[2020-12-21 00:27:19 main:574] : INFO : Epoch 64 | loss: 0.00941321 | val_loss: 0.00952523 | Time: 232694 ms
[2020-12-21 00:32:04 main:574] : INFO : Epoch 65 | loss: 0.00938558 | val_loss: 0.00949999 | Time: 280197 ms
[2020-12-21 00:36:25 main:574] : INFO : Epoch 66 | loss: 0.00936245 | val_loss: 0.00947662 | Time: 261195 ms
[2020-12-21 00:40:45 main:574] : INFO : Epoch 67 | loss: 0.00934159 | val_loss: 0.0094583 | Time: 260027 ms
[2020-12-21 00:45:10 main:574] : INFO : Epoch 68 | loss: 0.00932471 | val_loss: 0.00944612 | Time: 264723 ms
[2020-12-21 00:48:07 main:574] : INFO : Epoch 69 | loss: 0.0093109 | val_loss: 0.00942638 | Time: 172200 ms
[2020-12-21 00:48:10 main:574] : INFO : Epoch 70 | loss: 0.00929719 | val_loss: 0.00941519 | Time: 3110.82 ms
[2020-12-21 00:48:13 main:574] : INFO : Epoch 71 | loss: 0.00928276 | val_loss: 0.00940276 | Time: 2652.43 ms
[2020-12-21 00:48:25 main:574] : INFO : Epoch 72 | loss: 0.00927225 | val_loss: 0.00939201 | Time: 12484.6 ms
[2020-12-21 00:48:28 main:574] : INFO : Epoch 73 | loss: 0.00926174 | val_loss: 0.00938372 | Time: 2543.05 ms
[2020-12-21 00:48:30 main:574] : INFO : Epoch 74 | loss: 0.0092509 | val_loss: 0.00937281 | Time: 2627.62 ms
[2020-12-21 00:48:33 main:574] : INFO : Epoch 75 | loss: 0.00924489 | val_loss: 0.00936652 | Time: 2931.03 ms
[2020-12-21 00:48:36 main:574] : INFO : Epoch 76 | loss: 0.00923779 | val_loss: 0.0093621 | Time: 2771.45 ms
[2020-12-21 00:48:40 main:574] : INFO : Epoch 77 | loss: 0.00923132 | val_loss: 0.00935324 | Time: 3616.58 ms
[2020-12-21 00:48:42 main:574] : INFO : Epoch 78 | loss: 0.00922503 | val_loss: 0.00934756 | Time: 2568.39 ms
[2020-12-21 00:48:45 main:574] : INFO : Epoch 79 | loss: 0.00921567 | val_loss: 0.00933617 | Time: 2603.02 ms
[2020-12-21 00:48:48 main:574] : INFO : Epoch 80 | loss: 0.00922172 | val_loss: 0.00933358 | Time: 2543.42 ms
[2020-12-21 00:48:50 main:574] : INFO : Epoch 81 | loss: 0.00920624 | val_loss: 0.00932887 | Time: 2846.14 ms
[2020-12-21 00:48:53 main:574] : INFO : Epoch 82 | loss: 0.00919746 | val_loss: 0.00931879 | Time: 2704.07 ms
[2020-12-21 00:48:56 main:574] : INFO : Epoch 83 | loss: 0.00919265 | val_loss: 0.00931881 | Time: 2575.51 ms
[2020-12-21 00:48:58 main:574] : INFO : Epoch 84 | loss: 0.00918525 | val_loss: 0.00930776 | Time: 2539.83 ms
[2020-12-21 00:49:01 main:574] : INFO : Epoch 85 | loss: 0.00921281 | val_loss: 0.00933762 | Time: 2505.19 ms
[2020-12-21 00:49:03 main:574] : INFO : Epoch 86 | loss: 0.00919737 | val_loss: 0.00931062 | Time: 2549.42 ms
[2020-12-21 00:49:06 main:574] : INFO : Epoch 87 | loss: 0.00919093 | val_loss: 0.00931203 | Time: 2586.52 ms
[2020-12-21 00:49:08 main:574] : INFO : Epoch 88 | loss: 0.00917576 | val_loss: 0.00934174 | Time: 2544.09 ms
[2020-12-21 00:49:11 main:574] : INFO : Epoch 89 | loss: 0.00925274 | val_loss: 0.0092951 | Time: 2550.51 ms
[2020-12-21 00:49:14 main:574] : INFO : Epoch 90 | loss: 0.00917938 | val_loss: 0.0092949 | Time: 2515.42 ms
[2020-12-21 00:49:16 main:574] : INFO : Epoch 91 | loss: 0.00915701 | val_loss: 0.00928007 | Time: 2514.13 ms
[2020-12-21 00:49:19 main:574] : INFO : Epoch 92 | loss: 0.00916496 | val_loss: 0.00935822 | Time: 2555.06 ms
[2020-12-21 00:49:21 main:574] : INFO : Epoch 93 | loss: 0.00922826 | val_loss: 0.00930792 | Time: 2605.67 ms
[2020-12-21 00:49:24 main:574] : INFO : Epoch 94 | loss: 0.00915139 | val_loss: 0.00927417 | Time: 2843.59 ms
[2020-12-21 00:49:27 main:574] : INFO : Epoch 95 | loss: 0.009139 | val_loss: 0.00926455 | Time: 2548.79 ms
[2020-12-21 00:49:29 main:574] : INFO : Epoch 96 | loss: 0.00931364 | val_loss: 0.0103718 | Time: 2536.2 ms
[2020-12-21 00:49:32 main:574] : INFO : Epoch 97 | loss: 0.00935937 | val_loss: 0.00933505 | Time: 2525.04 ms
[2020-12-21 00:49:34 main:574] : INFO : Epoch 98 | loss: 0.00913924 | val_loss: 0.00925212 | Time: 2526.8 ms
[2020-12-21 00:49:37 main:574] : INFO : Epoch 99 | loss: 0.00910556 | val_loss: 0.00922117 | Time: 2518.14 ms
[2020-12-21 00:49:39 main:574] : INFO : Epoch 100 | loss: 0.00909447 | val_loss: 0.00922456 | Time: 2527.81 ms
[2020-12-21 00:49:42 main:574] : INFO : Epoch 101 | loss: 0.00909714 | val_loss: 0.00924088 | Time: 2540.58 ms
[2020-12-21 00:49:44 main:574] : INFO : Epoch 102 | loss: 0.00910646 | val_loss: 0.00922506 | Time: 2511.03 ms
[2020-12-21 00:49:47 main:574] : INFO : Epoch 103 | loss: 0.0090934 | val_loss: 0.00927948 | Time: 2500.63 ms
[2020-12-21 00:49:50 main:574] : INFO : Epoch 104 | loss: 0.00917283 | val_loss: 0.00923475 | Time: 2930.77 ms
[2020-12-21 00:49:52 main:574] : INFO : Epoch 105 | loss: 0.0090855 | val_loss: 0.00919662 | Time: 2574.61 ms
[2020-12-21 00:49:55 main:574] : INFO : Epoch 106 | loss: 0.00906238 | val_loss: 0.00918385 | Time: 2614.08 ms
[2020-12-21 00:49:58 main:574] : INFO : Epoch 107 | loss: 0.00915957 | val_loss: 0.00954971 | Time: 2612.42 ms
[2020-12-21 00:50:00 main:574] : INFO : Epoch 108 | loss: 0.00915646 | val_loss: 0.0092145 | Time: 2651.76 ms
[2020-12-21 00:50:03 main:574] : INFO : Epoch 109 | loss: 0.0090551 | val_loss: 0.00916194 | Time: 2526.67 ms
[2020-12-21 00:50:05 main:574] : INFO : Epoch 110 | loss: 0.00902773 | val_loss: 0.00914533 | Time: 2521.18 ms
[2020-12-21 00:50:08 main:574] : INFO : Epoch 111 | loss: 0.00902519 | val_loss: 0.00916137 | Time: 2525.45 ms
[2020-12-21 00:50:10 main:574] : INFO : Epoch 112 | loss: 0.00917683 | val_loss: 0.00920489 | Time: 2520.34 ms
[2020-12-21 00:50:13 main:574] : INFO : Epoch 113 | loss: 0.00906299 | val_loss: 0.00915388 | Time: 2550.71 ms
[2020-12-21 00:50:15 main:574] : INFO : Epoch 114 | loss: 0.00901554 | val_loss: 0.00913038 | Time: 2504.63 ms
[2020-12-21 00:50:18 main:574] : INFO : Epoch 115 | loss: 0.00900987 | val_loss: 0.0091279 | Time: 2554.71 ms
[2020-12-21 00:50:20 main:574] : INFO : Epoch 116 | loss: 0.00928025 | val_loss: 0.0107431 | Time: 2499.49 ms
[2020-12-21 00:50:23 main:574] : INFO : Epoch 117 | loss: 0.00938853 | val_loss: 0.00919866 | Time: 2575.47 ms
[2020-12-21 00:50:26 main:574] : INFO : Epoch 118 | loss: 0.00905085 | val_loss: 0.00913843 | Time: 2557.65 ms
[2020-12-21 00:50:28 main:574] : INFO : Epoch 119 | loss: 0.00900361 | val_loss: 0.00911751 | Time: 2532.85 ms
[2020-12-21 00:50:31 main:574] : INFO : Epoch 120 | loss: 0.00899585 | val_loss: 0.00911105 | Time: 2537.31 ms
[2020-12-21 00:50:33 main:574] : INFO : Epoch 121 | loss: 0.00901573 | val_loss: 0.00911174 | Time: 2518.65 ms
[2020-12-21 00:50:36 main:574] : INFO : Epoch 122 | loss: 0.0089795 | val_loss: 0.00908248 | Time: 2545.67 ms
[2020-12-21 00:50:38 main:574] : INFO : Epoch 123 | loss: 0.00895687 | val_loss: 0.00907782 | Time: 2528.96 ms
[2020-12-21 00:50:41 main:574] : INFO : Epoch 124 | loss: 0.00896409 | val_loss: 0.00910042 | Time: 2527.32 ms
[2020-12-21 00:50:43 main:574] : INFO : Epoch 125 | loss: 0.00899889 | val_loss: 0.00906033 | Time: 2545.93 ms
[2020-12-21 00:50:46 main:574] : INFO : Epoch 126 | loss: 0.0089477 | val_loss: 0.00905223 | Time: 2532.55 ms
[2020-12-21 00:50:49 main:574] : INFO : Epoch 127 | loss: 0.00906796 | val_loss: 0.00919949 | Time: 2548.76 ms
[2020-12-21 00:50:51 main:574] : INFO : Epoch 128 | loss: 0.00906215 | val_loss: 0.00906864 | Time: 2523.66 ms
[2020-12-21 00:50:54 main:574] : INFO : Epoch 129 | loss: 0.00895022 | val_loss: 0.00904516 | Time: 2477.89 ms
[2020-12-21 00:50:56 main:574] : INFO : Epoch 130 | loss: 0.00892001 | val_loss: 0.00903423 | Time: 2537.68 ms
[2020-12-21 00:50:59 main:574] : INFO : Epoch 131 | loss: 0.00918373 | val_loss: 0.00941859 | Time: 2705.33 ms
[2020-12-21 00:51:01 main:574] : INFO : Epoch 132 | loss: 0.00905449 | val_loss: 0.00908519 | Time: 2587.21 ms
[2020-12-21 00:51:04 main:574] : INFO : Epoch 133 | loss: 0.0089258 | val_loss: 0.00900917 | Time: 2573.62 ms
[2020-12-21 00:51:06 main:574] : INFO : Epoch 134 | loss: 0.00890226 | val_loss: 0.00901365 | Time: 2528.16 ms
[2020-12-21 00:51:09 main:574] : INFO : Epoch 135 | loss: 0.0088908 | val_loss: 0.00910144 | Time: 2540.22 ms
[2020-12-21 00:51:12 main:574] : INFO : Epoch 136 | loss: 0.00899999 | val_loss: 0.00906306 | Time: 2511.81 ms
[2020-12-21 00:51:14 main:574] : INFO : Epoch 137 | loss: 0.00888546 | val_loss: 0.00896432 | Time: 2531.6 ms
[2020-12-21 00:51:17 main:574] : INFO : Epoch 138 | loss: 0.00974728 | val_loss: 0.00983291 | Time: 2593.24 ms
[2020-12-21 00:51:19 main:574] : INFO : Epoch 139 | loss: 0.00940366 | val_loss: 0.00927434 | Time: 2555.73 ms
[2020-12-21 00:51:22 main:574] : INFO : Epoch 140 | loss: 0.00906035 | val_loss: 0.00910873 | Time: 2555.11 ms
[2020-12-21 00:51:24 main:574] : INFO : Epoch 141 | loss: 0.00895909 | val_loss: 0.00904205 | Time: 2595.46 ms
[2020-12-21 00:51:27 main:574] : INFO : Epoch 142 | loss: 0.00890622 | val_loss: 0.00900026 | Time: 2528.57 ms
[2020-12-21 00:51:30 main:574] : INFO : Epoch 143 | loss: 0.0091222 | val_loss: 0.00950293 | Time: 2596.51 ms
[2020-12-21 00:51:32 main:574] : INFO : Epoch 144 | loss: 0.00899178 | val_loss: 0.00898365 | Time: 2539.55 ms
[2020-12-21 00:51:35 main:574] : INFO : Epoch 145 | loss: 0.00886577 | val_loss: 0.00895114 | Time: 2586.99 ms
[2020-12-21 00:51:37 main:574] : INFO : Epoch 146 | loss: 0.00882216 | val_loss: 0.00891646 | Time: 2567.08 ms
[2020-12-21 00:51:40 main:574] : INFO : Epoch 147 | loss: 0.00879196 | val_loss: 0.00888976 | Time: 2540.62 ms
[2020-12-21 00:51:42 main:574] : INFO : Epoch 148 | loss: 0.00934972 | val_loss: 0.00939324 | Time: 2540.7 ms
[2020-12-21 00:51:45 main:574] : INFO : Epoch 149 | loss: 0.00901 | val_loss: 0.00894393 | Time: 2554.29 ms
[2020-12-21 00:51:47 main:574] : INFO : Epoch 150 | loss: 0.0088074 | val_loss: 0.00887512 | Time: 2553.67 ms
[2020-12-21 00:51:50 main:574] : INFO : Epoch 151 | loss: 0.00905406 | val_loss: 0.0103658 | Time: 2564.73 ms
[2020-12-21 00:51:53 main:574] : INFO : Epoch 152 | loss: 0.00918453 | val_loss: 0.00897534 | Time: 2606.59 ms
[2020-12-21 00:51:55 main:574] : INFO : Epoch 153 | loss: 0.00883171 | val_loss: 0.00888746 | Time: 2583.24 ms
[2020-12-21 00:51:58 main:574] : INFO : Epoch 154 | loss: 0.00878375 | val_loss: 0.00887729 | Time: 2586.89 ms
[2020-12-21 00:52:00 main:574] : INFO : Epoch 155 | loss: 0.00881785 | val_loss: 0.00891682 | Time: 2571.68 ms
[2020-12-21 00:52:03 main:574] : INFO : Epoch 156 | loss: 0.00874673 | val_loss: 0.00884096 | Time: 2540.22 ms
[2020-12-21 00:52:06 main:574] : INFO : Epoch 157 | loss: 0.00872167 | val_loss: 0.00888419 | Time: 2550.35 ms
[2020-12-21 00:52:08 main:574] : INFO : Epoch 158 | loss: 0.00867798 | val_loss: 0.00877553 | Time: 2546.93 ms
[2020-12-21 00:52:11 main:574] : INFO : Epoch 159 | loss: 0.00869139 | val_loss: 0.00881586 | Time: 2558.01 ms
[2020-12-21 00:52:13 main:574] : INFO : Epoch 160 | loss: 0.00864894 | val_loss: 0.00872793 | Time: 2554.53 ms
[2020-12-21 00:52:16 main:574] : INFO : Epoch 161 | loss: 0.00934188 | val_loss: 0.00919837 | Time: 2560.01 ms
[2020-12-21 00:52:18 main:574] : INFO : Epoch 162 | loss: 0.00889428 | val_loss: 0.0088457 | Time: 2566.55 ms
[2020-12-21 00:52:21 main:574] : INFO : Epoch 163 | loss: 0.00865822 | val_loss: 0.00870242 | Time: 2584.7 ms
[2020-12-21 00:52:24 main:574] : INFO : Epoch 164 | loss: 0.00858164 | val_loss: 0.00877271 | Time: 2575.93 ms
[2020-12-21 00:52:26 main:574] : INFO : Epoch 165 | loss: 0.00907841 | val_loss: 0.00870736 | Time: 2552.47 ms
[2020-12-21 00:52:29 main:574] : INFO : Epoch 166 | loss: 0.00860557 | val_loss: 0.00862423 | Time: 2560.79 ms
[2020-12-21 00:52:31 main:574] : INFO : Epoch 167 | loss: 0.00852083 | val_loss: 0.00861383 | Time: 2547.74 ms
[2020-12-21 00:52:34 main:574] : INFO : Epoch 168 | loss: 0.00880804 | val_loss: 0.00878786 | Time: 2549.26 ms
[2020-12-21 00:52:37 main:574] : INFO : Epoch 169 | loss: 0.00856221 | val_loss: 0.00857826 | Time: 2564.86 ms
[2020-12-21 00:52:39 main:574] : INFO : Epoch 170 | loss: 0.00844122 | val_loss: 0.00851447 | Time: 2582.19 ms
[2020-12-21 00:52:42 main:574] : INFO : Epoch 171 | loss: 0.00839268 | val_loss: 0.00850284 | Time: 2486.76 ms
[2020-12-21 00:52:44 main:574] : INFO : Epoch 172 | loss: 0.00839107 | val_loss: 0.00876405 | Time: 2550.07 ms
[2020-12-21 00:52:47 main:574] : INFO : Epoch 173 | loss: 0.00853825 | val_loss: 0.00855978 | Time: 2474.43 ms
[2020-12-21 00:52:49 main:574] : INFO : Epoch 174 | loss: 0.00846673 | val_loss: 0.00851482 | Time: 2492.71 ms
[2020-12-21 00:52:52 main:574] : INFO : Epoch 175 | loss: 0.00834135 | val_loss: 0.00844609 | Time: 2524.35 ms
[2020-12-21 00:52:54 main:574] : INFO : Epoch 176 | loss: 0.00828513 | val_loss: 0.00839135 | Time: 2532.97 ms
[2020-12-21 00:52:57 main:574] : INFO : Epoch 177 | loss: 0.00870064 | val_loss: 0.00906836 | Time: 2533.45 ms
[2020-12-21 00:52:59 main:574] : INFO : Epoch 178 | loss: 0.00850265 | val_loss: 0.00847448 | Time: 2535.83 ms
[2020-12-21 00:53:02 main:574] : INFO : Epoch 179 | loss: 0.00829723 | val_loss: 0.00838014 | Time: 2488.07 ms
[2020-12-21 00:53:04 main:574] : INFO : Epoch 180 | loss: 0.00827594 | val_loss: 0.00831792 | Time: 2521.89 ms
[2020-12-21 00:53:07 main:574] : INFO : Epoch 181 | loss: 0.0082218 | val_loss: 0.00827825 | Time: 2525.79 ms
[2020-12-21 00:53:09 main:574] : INFO : Epoch 182 | loss: 0.00818713 | val_loss: 0.00864751 | Time: 2552.44 ms
[2020-12-21 00:53:12 main:574] : INFO : Epoch 183 | loss: 0.00867846 | val_loss: 0.00851322 | Time: 2537.06 ms
[2020-12-21 00:53:15 main:574] : INFO : Epoch 184 | loss: 0.00826173 | val_loss: 0.0082857 | Time: 2545.89 ms
[2020-12-21 00:53:17 main:574] : INFO : Epoch 185 | loss: 0.00815756 | val_loss: 0.00822408 | Time: 2542.53 ms
[2020-12-21 00:53:20 main:574] : INFO : Epoch 186 | loss: 0.00811617 | val_loss: 0.00820507 | Time: 2555.74 ms
[2020-12-21 00:53:22 main:574] : INFO : Epoch 187 | loss: 0.00863818 | val_loss: 0.00908279 | Time: 2545.52 ms
[2020-12-21 00:53:25 main:574] : INFO : Epoch 188 | loss: 0.00867976 | val_loss: 0.0084761 | Time: 2519.84 ms
[2020-12-21 00:53:27 main:574] : INFO : Epoch 189 | loss: 0.00827155 | val_loss: 0.00827719 | Time: 2553.5 ms
[2020-12-21 00:53:30 main:574] : INFO : Epoch 190 | loss: 0.00814472 | val_loss: 0.00822828 | Time: 2532.07 ms
[2020-12-21 00:53:32 main:574] : INFO : Epoch 191 | loss: 0.00810174 | val_loss: 0.00818424 | Time: 2542.89 ms
[2020-12-21 00:53:35 main:574] : INFO : Epoch 192 | loss: 0.00807901 | val_loss: 0.00816742 | Time: 2533.22 ms
[2020-12-21 00:53:38 main:574] : INFO : Epoch 193 | loss: 0.00806118 | val_loss: 0.00815246 | Time: 2539.32 ms
[2020-12-21 00:53:40 main:574] : INFO : Epoch 194 | loss: 0.00804303 | val_loss: 0.00814159 | Time: 2511.51 ms
[2020-12-21 00:53:43 main:574] : INFO : Epoch 195 | loss: 0.00814825 | val_loss: 0.00817498 | Time: 2517.26 ms
[2020-12-21 00:53:45 main:574] : INFO : Epoch 196 | loss: 0.0080652 | val_loss: 0.00836138 | Time: 2501.51 ms
[2020-12-21 00:53:48 main:574] : INFO : Epoch 197 | loss: 0.00840111 | val_loss: 0.00835013 | Time: 2524.3 ms
[2020-12-21 00:53:50 main:574] : INFO : Epoch 198 | loss: 0.00810859 | val_loss: 0.00813719 | Time: 2494.71 ms
[2020-12-21 00:53:53 main:574] : INFO : Epoch 199 | loss: 0.00802908 | val_loss: 0.00809957 | Time: 2510.68 ms
[2020-12-21 00:53:55 main:574] : INFO : Epoch 200 | loss: 0.00800612 | val_loss: 0.00809761 | Time: 2492.64 ms
[2020-12-21 00:53:58 main:574] : INFO : Epoch 201 | loss: 0.00815529 | val_loss: 0.00849581 | Time: 2515.55 ms
[2020-12-21 00:54:00 main:574] : INFO : Epoch 202 | loss: 0.00819237 | val_loss: 0.00828742 | Time: 2518.16 ms
[2020-12-21 00:54:03 main:574] : INFO : Epoch 203 | loss: 0.00863002 | val_loss: 0.00834262 | Time: 2511.74 ms
[2020-12-21 00:54:05 main:574] : INFO : Epoch 204 | loss: 0.00812134 | val_loss: 0.00817419 | Time: 2493.49 ms
[2020-12-21 00:54:08 main:574] : INFO : Epoch 205 | loss: 0.00803849 | val_loss: 0.00811287 | Time: 2496.89 ms
[2020-12-21 00:54:10 main:574] : INFO : Epoch 206 | loss: 0.00802442 | val_loss: 0.00810693 | Time: 2499.64 ms
[2020-12-21 00:54:13 main:574] : INFO : Epoch 207 | loss: 0.00801019 | val_loss: 0.00807945 | Time: 2493.91 ms
[2020-12-21 00:54:15 main:574] : INFO : Epoch 208 | loss: 0.00800165 | val_loss: 0.00808068 | Time: 2535.91 ms
[2020-12-21 00:54:18 main:574] : INFO : Epoch 209 | loss: 0.00815879 | val_loss: 0.00811156 | Time: 2520.6 ms
[2020-12-21 00:54:20 main:574] : INFO : Epoch 210 | loss: 0.00801585 | val_loss: 0.00806059 | Time: 2501.55 ms
[2020-12-21 00:54:23 main:574] : INFO : Epoch 211 | loss: 0.0079715 | val_loss: 0.00804786 | Time: 2518.28 ms
[2020-12-21 00:54:25 main:574] : INFO : Epoch 212 | loss: 0.00802753 | val_loss: 0.00833599 | Time: 2505.61 ms
[2020-12-21 00:54:28 main:574] : INFO : Epoch 213 | loss: 0.00809272 | val_loss: 0.00816635 | Time: 2506.84 ms
[2020-12-21 00:54:30 main:574] : INFO : Epoch 214 | loss: 0.00798358 | val_loss: 0.00808068 | Time: 2510.71 ms
[2020-12-21 00:54:33 main:574] : INFO : Epoch 215 | loss: 0.00794637 | val_loss: 0.00804019 | Time: 2531.43 ms
[2020-12-21 00:54:36 main:574] : INFO : Epoch 216 | loss: 0.0081727 | val_loss: 0.0082948 | Time: 2502.07 ms
[2020-12-21 00:54:38 main:574] : INFO : Epoch 217 | loss: 0.00810788 | val_loss: 0.00806431 | Time: 2508.18 ms
[2020-12-21 00:54:41 main:574] : INFO : Epoch 218 | loss: 0.0079679 | val_loss: 0.00804596 | Time: 2504.31 ms
[2020-12-21 00:54:43 main:574] : INFO : Epoch 219 | loss: 0.00793625 | val_loss: 0.00801526 | Time: 2526.72 ms
[2020-12-21 00:54:46 main:574] : INFO : Epoch 220 | loss: 0.0079947 | val_loss: 0.00804031 | Time: 2501.48 ms
[2020-12-21 00:54:48 main:574] : INFO : Epoch 221 | loss: 0.0079681 | val_loss: 0.00806032 | Time: 2492 ms
[2020-12-21 00:54:51 main:574] : INFO : Epoch 222 | loss: 0.00850041 | val_loss: 0.00807541 | Time: 2521.97 ms
[2020-12-21 00:54:53 main:574] : INFO : Epoch 223 | loss: 0.00803193 | val_loss: 0.0080842 | Time: 2528.52 ms
[2020-12-21 00:54:56 main:574] : INFO : Epoch 224 | loss: 0.00795432 | val_loss: 0.00803237 | Time: 2508.42 ms
[2020-12-21 00:54:58 main:574] : INFO : Epoch 225 | loss: 0.00792631 | val_loss: 0.00801252 | Time: 2504.21 ms
[2020-12-21 00:55:01 main:574] : INFO : Epoch 226 | loss: 0.00799271 | val_loss: 0.00802967 | Time: 2517.14 ms
[2020-12-21 00:55:03 main:574] : INFO : Epoch 227 | loss: 0.00794383 | val_loss: 0.00800899 | Time: 2505.28 ms
[2020-12-21 00:55:06 main:574] : INFO : Epoch 228 | loss: 0.00790831 | val_loss: 0.00798503 | Time: 2506.13 ms
[2020-12-21 00:55:08 main:574] : INFO : Epoch 229 | loss: 0.00789186 | val_loss: 0.0079884 | Time: 2506.51 ms
[2020-12-21 00:55:11 main:574] : INFO : Epoch 230 | loss: 0.00800381 | val_loss: 0.00804048 | Time: 2519 ms
[2020-12-21 00:55:13 main:574] : INFO : Epoch 231 | loss: 0.00796395 | val_loss: 0.00825875 | Time: 2499.67 ms
[2020-12-21 00:55:16 main:574] : INFO : Epoch 232 | loss: 0.0081522 | val_loss: 0.00800008 | Time: 2502.26 ms
[2020-12-21 00:55:18 main:574] : INFO : Epoch 233 | loss: 0.00794518 | val_loss: 0.00798241 | Time: 2519.5 ms
[2020-12-21 00:55:21 main:574] : INFO : Epoch 234 | loss: 0.00788845 | val_loss: 0.00797248 | Time: 2486.88 ms
[2020-12-21 00:55:23 main:574] : INFO : Epoch 235 | loss: 0.00790049 | val_loss: 0.00804455 | Time: 2507.66 ms
[2020-12-21 00:55:26 main:574] : INFO : Epoch 236 | loss: 0.00793196 | val_loss: 0.0080216 | Time: 2487.08 ms
[2020-12-21 00:55:28 main:574] : INFO : Epoch 237 | loss: 0.00805046 | val_loss: 0.00808124 | Time: 2507.11 ms
[2020-12-21 00:55:31 main:574] : INFO : Epoch 238 | loss: 0.00792249 | val_loss: 0.00799473 | Time: 2503.85 ms
[2020-12-21 00:55:33 main:574] : INFO : Epoch 239 | loss: 0.00789623 | val_loss: 0.0079995 | Time: 2532.14 ms
[2020-12-21 00:55:36 main:574] : INFO : Epoch 240 | loss: 0.00794016 | val_loss: 0.00799504 | Time: 2503.98 ms
[2020-12-21 00:55:38 main:574] : INFO : Epoch 241 | loss: 0.00794685 | val_loss: 0.00891431 | Time: 2524.15 ms
[2020-12-21 00:55:41 main:574] : INFO : Epoch 242 | loss: 0.0084123 | val_loss: 0.00816658 | Time: 2516.84 ms
[2020-12-21 00:55:43 main:574] : INFO : Epoch 243 | loss: 0.00794834 | val_loss: 0.00798044 | Time: 2527.33 ms
[2020-12-21 00:55:46 main:574] : INFO : Epoch 244 | loss: 0.00788249 | val_loss: 0.00795956 | Time: 2521.76 ms
[2020-12-21 00:55:49 main:574] : INFO : Epoch 245 | loss: 0.00786247 | val_loss: 0.0079498 | Time: 2549.96 ms
[2020-12-21 00:55:51 main:574] : INFO : Epoch 246 | loss: 0.0078667 | val_loss: 0.00796057 | Time: 2511.29 ms
[2020-12-21 00:55:54 main:574] : INFO : Epoch 247 | loss: 0.00785051 | val_loss: 0.00793216 | Time: 2515.53 ms
[2020-12-21 00:55:56 main:574] : INFO : Epoch 248 | loss: 0.00797477 | val_loss: 0.00825738 | Time: 2497.78 ms
[2020-12-21 00:55:59 main:574] : INFO : Epoch 249 | loss: 0.00797496 | val_loss: 0.0079589 | Time: 2522.76 ms
[2020-12-21 00:56:01 main:574] : INFO : Epoch 250 | loss: 0.00789179 | val_loss: 0.00817553 | Time: 2518.07 ms
[2020-12-21 00:56:04 main:574] : INFO : Epoch 251 | loss: 0.00809996 | val_loss: 0.00795027 | Time: 2518.9 ms
[2020-12-21 00:56:06 main:574] : INFO : Epoch 252 | loss: 0.00787169 | val_loss: 0.00794662 | Time: 2505.96 ms
[2020-12-21 00:56:09 main:574] : INFO : Epoch 253 | loss: 0.00785051 | val_loss: 0.00793351 | Time: 2492.64 ms
[2020-12-21 00:56:11 main:574] : INFO : Epoch 254 | loss: 0.00785141 | val_loss: 0.00793308 | Time: 2513.19 ms
[2020-12-21 00:56:14 main:574] : INFO : Epoch 255 | loss: 0.00786251 | val_loss: 0.00791924 | Time: 2513.88 ms
[2020-12-21 00:56:16 main:574] : INFO : Epoch 256 | loss: 0.00812498 | val_loss: 0.00848956 | Time: 2496.82 ms
[2020-12-21 00:56:19 main:574] : INFO : Epoch 257 | loss: 0.00813572 | val_loss: 0.00806814 | Time: 2499.32 ms
[2020-12-21 00:56:21 main:574] : INFO : Epoch 258 | loss: 0.00789236 | val_loss: 0.00793205 | Time: 2515.24 ms
[2020-12-21 00:56:24 main:574] : INFO : Epoch 259 | loss: 0.00784004 | val_loss: 0.00791843 | Time: 2516.19 ms
[2020-12-21 00:56:26 main:574] : INFO : Epoch 260 | loss: 0.00782442 | val_loss: 0.00790527 | Time: 2533.55 ms
[2020-12-21 00:56:29 main:574] : INFO : Epoch 261 | loss: 0.00781815 | val_loss: 0.00791618 | Time: 2507.85 ms
[2020-12-21 00:56:31 main:574] : INFO : Epoch 262 | loss: 0.00781406 | val_loss: 0.00790751 | Time: 2496.13 ms
[2020-12-21 00:56:34 main:574] : INFO : Epoch 263 | loss: 0.00793079 | val_loss: 0.00833915 | Time: 2510.41 ms
[2020-12-21 00:56:36 main:574] : INFO : Epoch 264 | loss: 0.00805293 | val_loss: 0.00796833 | Time: 2502.57 ms
[2020-12-21 00:56:39 main:574] : INFO : Epoch 265 | loss: 0.00784845 | val_loss: 0.00791483 | Time: 2508.34 ms
[2020-12-21 00:56:41 main:574] : INFO : Epoch 266 | loss: 0.00781616 | val_loss: 0.00789799 | Time: 2505.47 ms
[2020-12-21 00:56:44 main:574] : INFO : Epoch 267 | loss: 0.00784823 | val_loss: 0.00792852 | Time: 2506.16 ms
[2020-12-21 00:56:46 main:574] : INFO : Epoch 268 | loss: 0.00782225 | val_loss: 0.00790009 | Time: 2495.62 ms
[2020-12-21 00:56:49 main:574] : INFO : Epoch 269 | loss: 0.00780415 | val_loss: 0.00808101 | Time: 2511.99 ms
[2020-12-21 00:56:51 main:574] : INFO : Epoch 270 | loss: 0.00902478 | val_loss: 0.00824009 | Time: 2516.88 ms
[2020-12-21 00:56:54 main:574] : INFO : Epoch 271 | loss: 0.00804442 | val_loss: 0.00802692 | Time: 2506.03 ms
[2020-12-21 00:56:56 main:574] : INFO : Epoch 272 | loss: 0.00788423 | val_loss: 0.00795082 | Time: 2507.5 ms
[2020-12-21 00:56:59 main:574] : INFO : Epoch 273 | loss: 0.00784311 | val_loss: 0.00791893 | Time: 2511.92 ms
[2020-12-21 00:57:01 main:574] : INFO : Epoch 274 | loss: 0.00782431 | val_loss: 0.00790799 | Time: 2551.38 ms
[2020-12-21 00:57:04 main:574] : INFO : Epoch 275 | loss: 0.00781242 | val_loss: 0.00789365 | Time: 2517.17 ms
[2020-12-21 00:57:07 main:574] : INFO : Epoch 276 | loss: 0.00780311 | val_loss: 0.00789149 | Time: 2513.84 ms
[2020-12-21 00:57:09 main:574] : INFO : Epoch 277 | loss: 0.00779645 | val_loss: 0.00787944 | Time: 2499.86 ms
[2020-12-21 00:57:12 main:574] : INFO : Epoch 278 | loss: 0.00782132 | val_loss: 0.00811529 | Time: 2509.54 ms
[2020-12-21 00:57:14 main:574] : INFO : Epoch 279 | loss: 0.00788906 | val_loss: 0.00788658 | Time: 2506.14 ms
[2020-12-21 00:57:17 main:574] : INFO : Epoch 280 | loss: 0.00779599 | val_loss: 0.00786687 | Time: 2500.12 ms
[2020-12-21 00:57:19 main:574] : INFO : Epoch 281 | loss: 0.00778066 | val_loss: 0.0078649 | Time: 2514.28 ms
[2020-12-21 00:57:22 main:574] : INFO : Epoch 282 | loss: 0.00782445 | val_loss: 0.00823428 | Time: 2501.14 ms
[2020-12-21 00:57:24 main:574] : INFO : Epoch 283 | loss: 0.00791036 | val_loss: 0.00788314 | Time: 2509.46 ms
[2020-12-21 00:57:27 main:574] : INFO : Epoch 284 | loss: 0.00779382 | val_loss: 0.00786474 | Time: 2540.65 ms
[2020-12-21 00:57:29 main:574] : INFO : Epoch 285 | loss: 0.00793879 | val_loss: 0.00878998 | Time: 2549 ms
[2020-12-21 00:57:32 main:574] : INFO : Epoch 286 | loss: 0.00805425 | val_loss: 0.00800738 | Time: 2512.74 ms
[2020-12-21 00:57:34 main:574] : INFO : Epoch 287 | loss: 0.00783772 | val_loss: 0.00788898 | Time: 2518.02 ms
[2020-12-21 00:57:37 main:574] : INFO : Epoch 288 | loss: 0.00778729 | val_loss: 0.0078584 | Time: 2516.69 ms
[2020-12-21 00:57:39 main:574] : INFO : Epoch 289 | loss: 0.00777099 | val_loss: 0.00785909 | Time: 2489.01 ms
[2020-12-21 00:57:42 main:574] : INFO : Epoch 290 | loss: 0.00776775 | val_loss: 0.00784161 | Time: 2508.97 ms
[2020-12-21 00:57:44 main:574] : INFO : Epoch 291 | loss: 0.00776058 | val_loss: 0.00783808 | Time: 2526.86 ms
[2020-12-21 00:57:47 main:574] : INFO : Epoch 292 | loss: 0.00804984 | val_loss: 0.00819352 | Time: 2511.52 ms
[2020-12-21 00:57:49 main:574] : INFO : Epoch 293 | loss: 0.00789838 | val_loss: 0.00787335 | Time: 2516.55 ms
[2020-12-21 00:57:52 main:574] : INFO : Epoch 294 | loss: 0.00777795 | val_loss: 0.00786302 | Time: 2536.21 ms
[2020-12-21 00:57:54 main:574] : INFO : Epoch 295 | loss: 0.00775742 | val_loss: 0.00785637 | Time: 2527.11 ms
[2020-12-21 00:57:57 main:574] : INFO : Epoch 296 | loss: 0.00775203 | val_loss: 0.00783089 | Time: 2590.03 ms
[2020-12-21 00:58:00 main:574] : INFO : Epoch 297 | loss: 0.00836165 | val_loss: 0.0992081 | Time: 2524.42 ms
[2020-12-21 00:58:02 main:574] : INFO : Epoch 298 | loss: 0.073605 | val_loss: 0.0379704 | Time: 2538.72 ms
[2020-12-21 00:58:05 main:574] : INFO : Epoch 299 | loss: 0.0214916 | val_loss: 0.0146883 | Time: 2525.72 ms
[2020-12-21 00:58:07 main:574] : INFO : Epoch 300 | loss: 0.012194 | val_loss: 0.0107734 | Time: 2512.01 ms
[2020-12-21 00:58:10 main:574] : INFO : Epoch 301 | loss: 0.0100682 | val_loss: 0.00977033 | Time: 2505.64 ms
[2020-12-21 00:58:12 main:574] : INFO : Epoch 302 | loss: 0.00942989 | val_loss: 0.00935729 | Time: 2505.12 ms
[2020-12-21 00:58:15 main:574] : INFO : Epoch 303 | loss: 0.00917536 | val_loss: 0.00921006 | Time: 2531.47 ms
[2020-12-21 00:58:17 main:574] : INFO : Epoch 304 | loss: 0.00905478 | val_loss: 0.00911449 | Time: 2514.95 ms
[2020-12-21 00:58:20 main:574] : INFO : Epoch 305 | loss: 0.00896786 | val_loss: 0.00903251 | Time: 2509.12 ms
[2020-12-21 00:58:22 main:574] : INFO : Epoch 306 | loss: 0.00890043 | val_loss: 0.00897017 | Time: 2494.79 ms
[2020-12-21 00:58:25 main:574] : INFO : Epoch 307 | loss: 0.00884433 | val_loss: 0.00891523 | Time: 2508.24 ms
[2020-12-21 00:58:27 main:574] : INFO : Epoch 308 | loss: 0.00879191 | val_loss: 0.00886969 | Time: 2530.02 ms
[2020-12-21 00:58:30 main:574] : INFO : Epoch 309 | loss: 0.00875189 | val_loss: 0.0088372 | Time: 2537.53 ms
[2020-12-21 00:58:32 main:574] : INFO : Epoch 310 | loss: 0.00871493 | val_loss: 0.00879664 | Time: 2525.83 ms
[2020-12-21 00:58:35 main:574] : INFO : Epoch 311 | loss: 0.00868029 | val_loss: 0.00876442 | Time: 2522.11 ms
[2020-12-21 00:58:37 main:574] : INFO : Epoch 312 | loss: 0.00865207 | val_loss: 0.00873803 | Time: 2522.44 ms
[2020-12-21 00:58:40 main:574] : INFO : Epoch 313 | loss: 0.00862106 | val_loss: 0.00870421 | Time: 2503.65 ms
[2020-12-21 00:58:42 main:574] : INFO : Epoch 314 | loss: 0.00859697 | val_loss: 0.00868547 | Time: 2501.54 ms
[2020-12-21 00:58:45 main:574] : INFO : Epoch 315 | loss: 0.00857282 | val_loss: 0.00866267 | Time: 2516.82 ms
[2020-12-21 00:58:47 main:574] : INFO : Epoch 316 | loss: 0.0085493 | val_loss: 0.00863621 | Time: 2524.27 ms
[2020-12-21 00:58:50 main:574] : INFO : Epoch 317 | loss: 0.00852614 | val_loss: 0.00861539 | Time: 2522.39 ms
[2020-12-21 00:58:52 main:574] : INFO : Epoch 318 | loss: 0.0085006 | val_loss: 0.00858977 | Time: 2497.86 ms
[2020-12-21 00:58:55 main:574] : INFO : Epoch 319 | loss: 0.00847702 | val_loss: 0.00856712 | Time: 2502.1 ms
[2020-12-21 00:58:58 main:574] : INFO : Epoch 320 | loss: 0.00845764 | val_loss: 0.00854673 | Time: 2528.25 ms
[2020-12-21 00:59:00 main:574] : INFO : Epoch 321 | loss: 0.00843618 | val_loss: 0.00852918 | Time: 2515.88 ms
[2020-12-21 00:59:03 main:574] : INFO : Epoch 322 | loss: 0.00841868 | val_loss: 0.00850913 | Time: 2503.22 ms
[2020-12-21 00:59:05 main:574] : INFO : Epoch 323 | loss: 0.00839983 | val_loss: 0.00849201 | Time: 2535.69 ms
[2020-12-21 00:59:08 main:574] : INFO : Epoch 324 | loss: 0.00838376 | val_loss: 0.00847671 | Time: 2515.42 ms
[2020-12-21 00:59:10 main:574] : INFO : Epoch 325 | loss: 0.00836843 | val_loss: 0.00846363 | Time: 2517.87 ms
[2020-12-21 00:59:13 main:574] : INFO : Epoch 326 | loss: 0.00835304 | val_loss: 0.00845007 | Time: 2502.74 ms
[2020-12-21 00:59:15 main:574] : INFO : Epoch 327 | loss: 0.00834071 | val_loss: 0.00843244 | Time: 2505.5 ms
[2020-12-21 00:59:18 main:574] : INFO : Epoch 328 | loss: 0.00832596 | val_loss: 0.0084241 | Time: 2530.32 ms
[2020-12-21 00:59:20 main:574] : INFO : Epoch 329 | loss: 0.00832149 | val_loss: 0.00841279 | Time: 2532.92 ms
[2020-12-21 00:59:23 main:574] : INFO : Epoch 330 | loss: 0.00830253 | val_loss: 0.00839204 | Time: 2532.31 ms
[2020-12-21 00:59:25 main:574] : INFO : Epoch 331 | loss: 0.00830081 | val_loss: 0.00843917 | Time: 2498.73 ms
[2020-12-21 00:59:28 main:574] : INFO : Epoch 332 | loss: 0.00829778 | val_loss: 0.00837947 | Time: 2521.77 ms
[2020-12-21 00:59:30 main:574] : INFO : Epoch 333 | loss: 0.00827281 | val_loss: 0.00836385 | Time: 2509.08 ms
[2020-12-21 00:59:33 main:574] : INFO : Epoch 334 | loss: 0.00825637 | val_loss: 0.00835335 | Time: 2504.91 ms
[2020-12-21 00:59:35 main:574] : INFO : Epoch 335 | loss: 0.00824448 | val_loss: 0.00834231 | Time: 2513.46 ms
[2020-12-21 00:59:38 main:574] : INFO : Epoch 336 | loss: 0.00823426 | val_loss: 0.00833376 | Time: 2529.01 ms
[2020-12-21 00:59:40 main:574] : INFO : Epoch 337 | loss: 0.00822457 | val_loss: 0.00832834 | Time: 2507.33 ms
[2020-12-21 00:59:43 main:574] : INFO : Epoch 338 | loss: 0.00821779 | val_loss: 0.00831601 | Time: 2512.75 ms
[2020-12-21 00:59:45 main:574] : INFO : Epoch 339 | loss: 0.00820548 | val_loss: 0.00830783 | Time: 2520.9 ms
[2020-12-21 00:59:48 main:574] : INFO : Epoch 340 | loss: 0.00821523 | val_loss: 0.00834217 | Time: 2511.35 ms
[2020-12-21 00:59:50 main:574] : INFO : Epoch 341 | loss: 0.00842339 | val_loss: 0.00899892 | Time: 2521.4 ms
[2020-12-21 00:59:53 main:574] : INFO : Epoch 342 | loss: 0.0110195 | val_loss: 0.0121254 | Time: 2512.77 ms
[2020-12-21 00:59:55 main:574] : INFO : Epoch 343 | loss: 0.0109503 | val_loss: 0.00957503 | Time: 2505.35 ms
[2020-12-21 00:59:58 main:574] : INFO : Epoch 344 | loss: 0.00928917 | val_loss: 0.00899918 | Time: 2529.28 ms
[2020-12-21 01:00:01 main:574] : INFO : Epoch 345 | loss: 0.00881721 | val_loss: 0.00888182 | Time: 2521.45 ms
[2020-12-21 01:00:03 main:574] : INFO : Epoch 346 | loss: 0.00870799 | val_loss: 0.0088376 | Time: 2524.49 ms
[2020-12-21 01:00:06 main:574] : INFO : Epoch 347 | loss: 0.00867688 | val_loss: 0.00868995 | Time: 2508.15 ms
[2020-12-21 01:00:08 main:574] : INFO : Epoch 348 | loss: 0.0085454 | val_loss: 0.0086275 | Time: 2535.12 ms
[2020-12-21 01:00:11 main:574] : INFO : Epoch 349 | loss: 0.00855033 | val_loss: 0.00860135 | Time: 2505.03 ms
[2020-12-21 01:00:13 main:574] : INFO : Epoch 350 | loss: 0.00845638 | val_loss: 0.00852913 | Time: 2526.98 ms
[2020-12-21 01:00:16 main:574] : INFO : Epoch 351 | loss: 0.00840121 | val_loss: 0.00855665 | Time: 2507.16 ms
[2020-12-21 01:00:18 main:574] : INFO : Epoch 352 | loss: 0.00839403 | val_loss: 0.00849474 | Time: 2525.81 ms
[2020-12-21 01:00:21 main:574] : INFO : Epoch 353 | loss: 0.00835579 | val_loss: 0.00845409 | Time: 2507.26 ms
[2020-12-21 01:00:23 main:574] : INFO : Epoch 354 | loss: 0.00833845 | val_loss: 0.00843958 | Time: 2502.42 ms
[2020-12-21 01:00:26 main:574] : INFO : Epoch 355 | loss: 0.00837015 | val_loss: 0.00845982 | Time: 2504.39 ms
[2020-12-21 01:00:28 main:574] : INFO : Epoch 356 | loss: 0.00833977 | val_loss: 0.00842939 | Time: 2502.21 ms
[2020-12-21 01:00:31 main:574] : INFO : Epoch 357 | loss: 0.00840164 | val_loss: 0.00843084 | Time: 2496.38 ms
[2020-12-21 01:00:33 main:574] : INFO : Epoch 358 | loss: 0.00831622 | val_loss: 0.00825223 | Time: 2518.3 ms
[2020-12-21 01:00:36 main:574] : INFO : Epoch 359 | loss: 0.00808646 | val_loss: 0.00813233 | Time: 2492.78 ms
[2020-12-21 01:00:38 main:574] : INFO : Epoch 360 | loss: 0.00802423 | val_loss: 0.00809734 | Time: 2500.48 ms
[2020-12-21 01:00:41 main:574] : INFO : Epoch 361 | loss: 0.00799478 | val_loss: 0.00807301 | Time: 2545.65 ms
[2020-12-21 01:00:43 main:574] : INFO : Epoch 362 | loss: 0.00799763 | val_loss: 0.00817458 | Time: 2528.99 ms
[2020-12-21 01:00:46 main:574] : INFO : Epoch 363 | loss: 0.00815277 | val_loss: 0.00806952 | Time: 2521.89 ms
[2020-12-21 01:00:48 main:574] : INFO : Epoch 364 | loss: 0.00798923 | val_loss: 0.00806037 | Time: 2546.24 ms
[2020-12-21 01:00:51 main:574] : INFO : Epoch 365 | loss: 0.00797569 | val_loss: 0.0080858 | Time: 2510.21 ms
[2020-12-21 01:00:54 main:574] : INFO : Epoch 366 | loss: 0.00795818 | val_loss: 0.0080406 | Time: 2522.71 ms
[2020-12-21 01:00:56 main:574] : INFO : Epoch 367 | loss: 0.00829819 | val_loss: 0.00804979 | Time: 2520.76 ms
[2020-12-21 01:00:59 main:574] : INFO : Epoch 368 | loss: 0.00800969 | val_loss: 0.00803209 | Time: 2509.02 ms
[2020-12-21 01:01:01 main:574] : INFO : Epoch 369 | loss: 0.00794335 | val_loss: 0.00802199 | Time: 2519.34 ms
[2020-12-21 01:01:04 main:574] : INFO : Epoch 370 | loss: 0.007926 | val_loss: 0.00800857 | Time: 2546.03 ms
[2020-12-21 01:01:06 main:574] : INFO : Epoch 371 | loss: 0.0079158 | val_loss: 0.00799805 | Time: 2515.01 ms
[2020-12-21 01:01:09 main:574] : INFO : Epoch 372 | loss: 0.00790814 | val_loss: 0.00799934 | Time: 2513.34 ms
[2020-12-21 01:01:11 main:574] : INFO : Epoch 373 | loss: 0.0079065 | val_loss: 0.00801824 | Time: 2581.36 ms
[2020-12-21 01:01:14 main:574] : INFO : Epoch 374 | loss: 0.00832374 | val_loss: 0.008286 | Time: 2521.69 ms
[2020-12-21 01:01:16 main:574] : INFO : Epoch 375 | loss: 0.00800938 | val_loss: 0.00803089 | Time: 2510.58 ms
[2020-12-21 01:01:19 main:574] : INFO : Epoch 376 | loss: 0.00792262 | val_loss: 0.00800708 | Time: 2525.33 ms
[2020-12-21 01:01:21 main:574] : INFO : Epoch 377 | loss: 0.00790546 | val_loss: 0.00798907 | Time: 2498.36 ms
[2020-12-21 01:01:24 main:574] : INFO : Epoch 378 | loss: 0.00789341 | val_loss: 0.0079792 | Time: 2532.66 ms
[2020-12-21 01:01:26 main:574] : INFO : Epoch 379 | loss: 0.00791083 | val_loss: 0.00806336 | Time: 2541.14 ms
[2020-12-21 01:01:29 main:574] : INFO : Epoch 380 | loss: 0.00791512 | val_loss: 0.0079711 | Time: 2518.52 ms
[2020-12-21 01:01:31 main:574] : INFO : Epoch 381 | loss: 0.00788723 | val_loss: 0.00801101 | Time: 2502.86 ms
[2020-12-21 01:01:34 main:574] : INFO : Epoch 382 | loss: 0.00829322 | val_loss: 0.00826079 | Time: 2523.31 ms
[2020-12-21 01:01:37 main:574] : INFO : Epoch 383 | loss: 0.00795947 | val_loss: 0.00800214 | Time: 2514.56 ms
[2020-12-21 01:01:39 main:574] : INFO : Epoch 384 | loss: 0.00789207 | val_loss: 0.00797015 | Time: 2517.88 ms
[2020-12-21 01:01:42 main:574] : INFO : Epoch 385 | loss: 0.00787807 | val_loss: 0.00796443 | Time: 2505.99 ms
[2020-12-21 01:01:44 main:574] : INFO : Epoch 386 | loss: 0.00787004 | val_loss: 0.00795456 | Time: 2516.87 ms
[2020-12-21 01:01:47 main:574] : INFO : Epoch 387 | loss: 0.00786335 | val_loss: 0.00795377 | Time: 2524.88 ms
[2020-12-21 01:01:49 main:574] : INFO : Epoch 388 | loss: 0.00786862 | val_loss: 0.0079849 | Time: 2506.78 ms
[2020-12-21 01:01:52 main:574] : INFO : Epoch 389 | loss: 0.00805638 | val_loss: 0.00906078 | Time: 2514.07 ms
[2020-12-21 01:01:54 main:574] : INFO : Epoch 390 | loss: 0.00826185 | val_loss: 0.00812058 | Time: 2520.33 ms
[2020-12-21 01:01:57 main:574] : INFO : Epoch 391 | loss: 0.00791947 | val_loss: 0.00797696 | Time: 2509.73 ms
[2020-12-21 01:01:59 main:574] : INFO : Epoch 392 | loss: 0.00787119 | val_loss: 0.0079531 | Time: 2508.63 ms
[2020-12-21 01:02:02 main:574] : INFO : Epoch 393 | loss: 0.00785779 | val_loss: 0.00794074 | Time: 2481.82 ms
[2020-12-21 01:02:04 main:574] : INFO : Epoch 394 | loss: 0.00785254 | val_loss: 0.00793882 | Time: 2508.6 ms
[2020-12-21 01:02:07 main:574] : INFO : Epoch 395 | loss: 0.00784641 | val_loss: 0.00793416 | Time: 2503.72 ms
[2020-12-21 01:02:09 main:574] : INFO : Epoch 396 | loss: 0.00784141 | val_loss: 0.00793094 | Time: 2506.84 ms
[2020-12-21 01:02:12 main:574] : INFO : Epoch 397 | loss: 0.00813865 | val_loss: 0.00819474 | Time: 2500.54 ms
[2020-12-21 01:02:14 main:574] : INFO : Epoch 398 | loss: 0.00799904 | val_loss: 0.00797698 | Time: 2506.85 ms
[2020-12-21 01:02:17 main:574] : INFO : Epoch 399 | loss: 0.00787605 | val_loss: 0.00794116 | Time: 2534.43 ms
[2020-12-21 01:02:19 main:574] : INFO : Epoch 400 | loss: 0.0078483 | val_loss: 0.00793253 | Time: 2505.1 ms
[2020-12-21 01:02:22 main:574] : INFO : Epoch 401 | loss: 0.00784323 | val_loss: 0.0079335 | Time: 2499.84 ms
[2020-12-21 01:02:24 main:574] : INFO : Epoch 402 | loss: 0.00784166 | val_loss: 0.00793737 | Time: 2509.89 ms
[2020-12-21 01:02:27 main:574] : INFO : Epoch 403 | loss: 0.00790217 | val_loss: 0.00792158 | Time: 2509.23 ms
[2020-12-21 01:02:29 main:574] : INFO : Epoch 404 | loss: 0.0078538 | val_loss: 0.00795549 | Time: 2507.69 ms
[2020-12-21 01:02:32 main:574] : INFO : Epoch 405 | loss: 0.0082178 | val_loss: 0.00796361 | Time: 2521.53 ms
[2020-12-21 01:02:34 main:574] : INFO : Epoch 406 | loss: 0.00791337 | val_loss: 0.00796486 | Time: 2492.12 ms
[2020-12-21 01:02:37 main:574] : INFO : Epoch 407 | loss: 0.00784956 | val_loss: 0.0079239 | Time: 2520.15 ms
[2020-12-21 01:02:39 main:574] : INFO : Epoch 408 | loss: 0.00782992 | val_loss: 0.0079145 | Time: 2503.17 ms
[2020-12-21 01:02:42 main:574] : INFO : Epoch 409 | loss: 0.00782354 | val_loss: 0.00791057 | Time: 2511.51 ms
[2020-12-21 01:02:44 main:574] : INFO : Epoch 410 | loss: 0.00781831 | val_loss: 0.00790421 | Time: 2504.91 ms
[2020-12-21 01:02:47 main:574] : INFO : Epoch 411 | loss: 0.00781047 | val_loss: 0.00790211 | Time: 2497.44 ms
[2020-12-21 01:02:49 main:574] : INFO : Epoch 412 | loss: 0.00800386 | val_loss: 0.0093692 | Time: 2528.01 ms
[2020-12-21 01:02:52 main:574] : INFO : Epoch 413 | loss: 0.00824209 | val_loss: 0.00805237 | Time: 2489.81 ms
[2020-12-21 01:02:54 main:574] : INFO : Epoch 414 | loss: 0.00788784 | val_loss: 0.00792726 | Time: 2503.11 ms
[2020-12-21 01:02:57 main:574] : INFO : Epoch 415 | loss: 0.00783328 | val_loss: 0.00791525 | Time: 2513.21 ms
[2020-12-21 01:03:00 main:574] : INFO : Epoch 416 | loss: 0.00781822 | val_loss: 0.00790629 | Time: 2543.9 ms
[2020-12-21 01:03:02 main:574] : INFO : Epoch 417 | loss: 0.00781281 | val_loss: 0.00789879 | Time: 2527.11 ms
[2020-12-21 01:03:05 main:574] : INFO : Epoch 418 | loss: 0.00780696 | val_loss: 0.00789558 | Time: 2556.59 ms
[2020-12-21 01:03:07 main:574] : INFO : Epoch 419 | loss: 0.00780239 | val_loss: 0.00788888 | Time: 2506.2 ms
[2020-12-21 01:03:10 main:574] : INFO : Epoch 420 | loss: 0.00782392 | val_loss: 0.00815143 | Time: 2511 ms
[2020-12-21 01:03:12 main:574] : INFO : Epoch 421 | loss: 0.00815276 | val_loss: 0.00795878 | Time: 2513.71 ms
[2020-12-21 01:03:15 main:574] : INFO : Epoch 422 | loss: 0.00786852 | val_loss: 0.00793021 | Time: 2514.41 ms
[2020-12-21 01:03:17 main:574] : INFO : Epoch 423 | loss: 0.00782154 | val_loss: 0.00790041 | Time: 2576.37 ms
[2020-12-21 01:03:20 main:574] : INFO : Epoch 424 | loss: 0.00780333 | val_loss: 0.00789045 | Time: 2506.92 ms
[2020-12-21 01:03:22 main:574] : INFO : Epoch 425 | loss: 0.00780052 | val_loss: 0.00788467 | Time: 2509.99 ms
[2020-12-21 01:03:25 main:574] : INFO : Epoch 426 | loss: 0.00779576 | val_loss: 0.00788383 | Time: 2514.11 ms
[2020-12-21 01:03:27 main:574] : INFO : Epoch 427 | loss: 0.00803062 | val_loss: 0.00812193 | Time: 2512.21 ms
[2020-12-21 01:03:30 main:574] : INFO : Epoch 428 | loss: 0.00790927 | val_loss: 0.0078969 | Time: 2488 ms
[2020-12-21 01:03:32 main:574] : INFO : Epoch 429 | loss: 0.00781305 | val_loss: 0.00789056 | Time: 2490.6 ms
[2020-12-21 01:03:35 main:574] : INFO : Epoch 430 | loss: 0.00779609 | val_loss: 0.0078764 | Time: 2523.99 ms
[2020-12-21 01:03:37 main:574] : INFO : Epoch 431 | loss: 0.00778873 | val_loss: 0.0078742 | Time: 2492.63 ms
[2020-12-21 01:03:40 main:574] : INFO : Epoch 432 | loss: 0.00779447 | val_loss: 0.00788897 | Time: 2505.04 ms
[2020-12-21 01:03:42 main:574] : INFO : Epoch 433 | loss: 0.00801667 | val_loss: 0.00903536 | Time: 2499.03 ms
[2020-12-21 01:03:45 main:574] : INFO : Epoch 434 | loss: 0.00832145 | val_loss: 0.00802954 | Time: 2505.08 ms
[2020-12-21 01:03:47 main:574] : INFO : Epoch 435 | loss: 0.00787311 | val_loss: 0.00789986 | Time: 2502.21 ms
[2020-12-21 01:03:50 main:574] : INFO : Epoch 436 | loss: 0.00781274 | val_loss: 0.00788786 | Time: 2521.22 ms
[2020-12-21 01:03:52 main:574] : INFO : Epoch 437 | loss: 0.0077964 | val_loss: 0.00787565 | Time: 2503.61 ms
[2020-12-21 01:03:55 main:574] : INFO : Epoch 438 | loss: 0.00778847 | val_loss: 0.00787387 | Time: 2526.21 ms
[2020-12-21 01:03:58 main:574] : INFO : Epoch 439 | loss: 0.00778418 | val_loss: 0.00786673 | Time: 2523.5 ms
[2020-12-21 01:04:00 main:574] : INFO : Epoch 440 | loss: 0.00778087 | val_loss: 0.00786706 | Time: 2503.8 ms
[2020-12-21 01:04:03 main:574] : INFO : Epoch 441 | loss: 0.00778046 | val_loss: 0.00786866 | Time: 2509.6 ms
[2020-12-21 01:04:05 main:574] : INFO : Epoch 442 | loss: 0.00782351 | val_loss: 0.00824851 | Time: 2503.77 ms
[2020-12-21 01:04:08 main:574] : INFO : Epoch 443 | loss: 0.00809894 | val_loss: 0.00799137 | Time: 2505.48 ms
[2020-12-21 01:04:10 main:574] : INFO : Epoch 444 | loss: 0.00782926 | val_loss: 0.00789216 | Time: 2505.21 ms
[2020-12-21 01:04:13 main:574] : INFO : Epoch 445 | loss: 0.00778795 | val_loss: 0.00786671 | Time: 2500.48 ms
[2020-12-21 01:04:15 main:574] : INFO : Epoch 446 | loss: 0.00777799 | val_loss: 0.0078667 | Time: 2492.41 ms
[2020-12-21 01:04:18 main:574] : INFO : Epoch 447 | loss: 0.00777511 | val_loss: 0.00785422 | Time: 2510.45 ms
[2020-12-21 01:04:20 main:574] : INFO : Epoch 448 | loss: 0.00777312 | val_loss: 0.00787606 | Time: 2509.39 ms
[2020-12-21 01:04:23 main:574] : INFO : Epoch 449 | loss: 0.00819501 | val_loss: 0.00810408 | Time: 2539.6 ms
[2020-12-21 01:04:26 main:574] : INFO : Epoch 450 | loss: 0.00789003 | val_loss: 0.00788957 | Time: 2869.79 ms
[2020-12-21 01:04:28 main:574] : INFO : Epoch 451 | loss: 0.00779838 | val_loss: 0.00787193 | Time: 2667.79 ms
[2020-12-21 01:04:31 main:574] : INFO : Epoch 452 | loss: 0.00778261 | val_loss: 0.00785858 | Time: 2500.13 ms
[2020-12-21 01:04:33 main:574] : INFO : Epoch 453 | loss: 0.00777458 | val_loss: 0.00785382 | Time: 2509.02 ms
[2020-12-21 01:04:36 main:574] : INFO : Epoch 454 | loss: 0.00776894 | val_loss: 0.00785261 | Time: 2502.57 ms
[2020-12-21 01:04:38 main:574] : INFO : Epoch 455 | loss: 0.00776404 | val_loss: 0.00784433 | Time: 2504.55 ms
[2020-12-21 01:04:41 main:574] : INFO : Epoch 456 | loss: 0.00776547 | val_loss: 0.00785874 | Time: 2490.28 ms
[2020-12-21 01:04:43 main:574] : INFO : Epoch 457 | loss: 0.00818423 | val_loss: 0.00884855 | Time: 2514.22 ms
[2020-12-21 01:04:46 main:574] : INFO : Epoch 458 | loss: 0.00812121 | val_loss: 0.0079503 | Time: 2511.51 ms
[2020-12-21 01:04:48 main:574] : INFO : Epoch 459 | loss: 0.00782896 | val_loss: 0.00788862 | Time: 2509.19 ms
[2020-12-21 01:04:51 main:574] : INFO : Epoch 460 | loss: 0.00778494 | val_loss: 0.00785907 | Time: 2493.73 ms
[2020-12-21 01:04:54 main:574] : INFO : Epoch 461 | loss: 0.00776965 | val_loss: 0.00785156 | Time: 2622.05 ms
[2020-12-21 01:04:56 main:574] : INFO : Epoch 462 | loss: 0.00776551 | val_loss: 0.00784691 | Time: 2741.81 ms
[2020-12-21 01:04:59 main:574] : INFO : Epoch 463 | loss: 0.00776122 | val_loss: 0.00784279 | Time: 2535.11 ms
[2020-12-21 01:05:01 main:574] : INFO : Epoch 464 | loss: 0.0077577 | val_loss: 0.0078438 | Time: 2553.16 ms
[2020-12-21 01:05:04 main:574] : INFO : Epoch 465 | loss: 0.00776086 | val_loss: 0.00787389 | Time: 2534.6 ms
[2020-12-21 01:05:07 main:574] : INFO : Epoch 466 | loss: 0.0079173 | val_loss: 0.0079768 | Time: 2542.59 ms
[2020-12-21 01:05:09 main:574] : INFO : Epoch 467 | loss: 0.00779399 | val_loss: 0.00786369 | Time: 2545.45 ms
[2020-12-21 01:05:12 main:574] : INFO : Epoch 468 | loss: 0.00776111 | val_loss: 0.00785462 | Time: 2539.57 ms
[2020-12-21 01:05:14 main:574] : INFO : Epoch 469 | loss: 0.00776058 | val_loss: 0.00785609 | Time: 2552.62 ms
[2020-12-21 01:05:17 main:574] : INFO : Epoch 470 | loss: 0.00783682 | val_loss: 0.00861986 | Time: 2566.86 ms
[2020-12-21 01:05:19 main:574] : INFO : Epoch 471 | loss: 0.00833678 | val_loss: 0.00799897 | Time: 2535.43 ms
[2020-12-21 01:05:22 main:574] : INFO : Epoch 472 | loss: 0.00785821 | val_loss: 0.00789152 | Time: 2531.93 ms
[2020-12-21 01:05:24 main:574] : INFO : Epoch 473 | loss: 0.007772 | val_loss: 0.00784203 | Time: 2557.42 ms
[2020-12-21 01:05:27 main:574] : INFO : Epoch 474 | loss: 0.00775363 | val_loss: 0.00783523 | Time: 2530.19 ms
[2020-12-21 01:05:29 main:574] : INFO : Epoch 475 | loss: 0.00774653 | val_loss: 0.00783578 | Time: 2534.82 ms
[2020-12-21 01:05:32 main:574] : INFO : Epoch 476 | loss: 0.00775003 | val_loss: 0.00783449 | Time: 2576.39 ms
[2020-12-21 01:05:35 main:574] : INFO : Epoch 477 | loss: 0.00777611 | val_loss: 0.0080927 | Time: 2568.83 ms
[2020-12-21 01:05:37 main:574] : INFO : Epoch 478 | loss: 0.00803802 | val_loss: 0.00786549 | Time: 2524.97 ms
[2020-12-21 01:05:40 main:574] : INFO : Epoch 479 | loss: 0.00778487 | val_loss: 0.00784971 | Time: 2541.87 ms
[2020-12-21 01:05:42 main:574] : INFO : Epoch 480 | loss: 0.0077577 | val_loss: 0.00783523 | Time: 2543.63 ms
[2020-12-21 01:05:45 main:574] : INFO : Epoch 481 | loss: 0.00774767 | val_loss: 0.00782717 | Time: 2537.06 ms
[2020-12-21 01:05:47 main:574] : INFO : Epoch 482 | loss: 0.00774724 | val_loss: 0.00782857 | Time: 2550.38 ms
[2020-12-21 01:05:50 main:574] : INFO : Epoch 483 | loss: 0.00774138 | val_loss: 0.00786218 | Time: 2529.31 ms
[2020-12-21 01:05:52 main:574] : INFO : Epoch 484 | loss: 0.00797739 | val_loss: 0.00790268 | Time: 2522.47 ms
[2020-12-21 01:05:55 main:574] : INFO : Epoch 485 | loss: 0.00778455 | val_loss: 0.00784792 | Time: 2520.73 ms
[2020-12-21 01:05:57 main:574] : INFO : Epoch 486 | loss: 0.00774704 | val_loss: 0.00783643 | Time: 2542.71 ms
[2020-12-21 01:06:00 main:574] : INFO : Epoch 487 | loss: 0.00774345 | val_loss: 0.00785829 | Time: 2518.68 ms
[2020-12-21 01:06:03 main:574] : INFO : Epoch 488 | loss: 0.00774657 | val_loss: 0.00783108 | Time: 2554.18 ms
[2020-12-21 01:06:05 main:574] : INFO : Epoch 489 | loss: 0.00831183 | val_loss: 0.00799795 | Time: 2535.91 ms
[2020-12-21 01:06:08 main:574] : INFO : Epoch 490 | loss: 0.00792767 | val_loss: 0.00792203 | Time: 2521.1 ms
[2020-12-21 01:06:10 main:574] : INFO : Epoch 491 | loss: 0.00779173 | val_loss: 0.00785962 | Time: 2547.3 ms
[2020-12-21 01:06:13 main:574] : INFO : Epoch 492 | loss: 0.00776043 | val_loss: 0.00785029 | Time: 2536.37 ms
[2020-12-21 01:06:15 main:574] : INFO : Epoch 493 | loss: 0.00775091 | val_loss: 0.00783725 | Time: 2535.58 ms
[2020-12-21 01:06:18 main:574] : INFO : Epoch 494 | loss: 0.00774211 | val_loss: 0.00783444 | Time: 2542.98 ms
[2020-12-21 01:06:20 main:574] : INFO : Epoch 495 | loss: 0.00774155 | val_loss: 0.00783264 | Time: 2558.11 ms
[2020-12-21 01:06:23 main:574] : INFO : Epoch 496 | loss: 0.00773706 | val_loss: 0.00782559 | Time: 2544.52 ms
[2020-12-21 01:06:25 main:574] : INFO : Epoch 497 | loss: 0.00773174 | val_loss: 0.00782701 | Time: 2544.19 ms
[2020-12-21 01:06:28 main:574] : INFO : Epoch 498 | loss: 0.00772957 | val_loss: 0.00781816 | Time: 2549.26 ms
[2020-12-21 01:06:31 main:574] : INFO : Epoch 499 | loss: 0.00788858 | val_loss: 0.00817196 | Time: 2492.39 ms
[2020-12-21 01:06:33 main:574] : INFO : Epoch 500 | loss: 0.00786838 | val_loss: 0.0078944 | Time: 2598.45 ms
[2020-12-21 01:06:36 main:574] : INFO : Epoch 501 | loss: 0.00775389 | val_loss: 0.007822 | Time: 2555.31 ms
[2020-12-21 01:06:38 main:574] : INFO : Epoch 502 | loss: 0.00773332 | val_loss: 0.0078185 | Time: 2555.73 ms
[2020-12-21 01:06:41 main:574] : INFO : Epoch 503 | loss: 0.00773131 | val_loss: 0.00780861 | Time: 2536.28 ms
[2020-12-21 01:06:43 main:574] : INFO : Epoch 504 | loss: 0.00802982 | val_loss: 0.00796964 | Time: 2546.93 ms
[2020-12-21 01:06:46 main:574] : INFO : Epoch 505 | loss: 0.00790616 | val_loss: 0.00786243 | Time: 2539.35 ms
[2020-12-21 01:06:48 main:574] : INFO : Epoch 506 | loss: 0.00776271 | val_loss: 0.00782759 | Time: 2551.39 ms
[2020-12-21 01:06:51 main:574] : INFO : Epoch 507 | loss: 0.00773861 | val_loss: 0.00781696 | Time: 2554.88 ms
[2020-12-21 01:06:54 main:574] : INFO : Epoch 508 | loss: 0.00773161 | val_loss: 0.00780727 | Time: 2550.57 ms
[2020-12-21 01:06:56 main:574] : INFO : Epoch 509 | loss: 0.00772481 | val_loss: 0.00780259 | Time: 2542.72 ms
[2020-12-21 01:06:59 main:574] : INFO : Epoch 510 | loss: 0.00772087 | val_loss: 0.00780296 | Time: 2556.69 ms
[2020-12-21 01:07:01 main:574] : INFO : Epoch 511 | loss: 0.00773003 | val_loss: 0.00786227 | Time: 2543.74 ms
[2020-12-21 01:07:04 main:574] : INFO : Epoch 512 | loss: 0.00823819 | val_loss: 0.00803817 | Time: 2560.77 ms
[2020-12-21 01:07:06 main:574] : INFO : Epoch 513 | loss: 0.00791589 | val_loss: 0.00785722 | Time: 2571.56 ms
[2020-12-21 01:07:09 main:574] : INFO : Epoch 514 | loss: 0.00775983 | val_loss: 0.00782495 | Time: 2898.21 ms
[2020-12-21 01:07:14 main:574] : INFO : Epoch 515 | loss: 0.00773269 | val_loss: 0.00780944 | Time: 4529.27 ms
[2020-12-21 01:11:20 main:574] : INFO : Epoch 516 | loss: 0.0077217 | val_loss: 0.0078127 | Time: 245955 ms
[2020-12-21 01:14:26 main:574] : INFO : Epoch 517 | loss: 0.00772557 | val_loss: 0.00780601 | Time: 186528 ms
[2020-12-21 01:21:35 main:574] : INFO : Epoch 518 | loss: 0.00771336 | val_loss: 0.00779368 | Time: 427686 ms
[2020-12-21 01:31:50 main:574] : INFO : Epoch 519 | loss: 0.00770988 | val_loss: 0.0077924 | Time: 615567 ms
[2020-12-21 01:40:07 main:574] : INFO : Epoch 520 | loss: 0.00784906 | val_loss: 0.00889804 | Time: 496354 ms
[2020-12-21 01:49:58 main:574] : INFO : Epoch 521 | loss: 0.00809461 | val_loss: 0.00787474 | Time: 591314 ms
[2020-12-21 01:56:33 main:574] : INFO : Epoch 522 | loss: 0.00778289 | val_loss: 0.00782468 | Time: 395401 ms
Unhandled Exception Detected...
- Unhandled Exception Record -
Reason: Breakpoint Encountered (0x80000003) at address 0x00007FFBB8619AD2
Engaging BOINC Windows Runtime Debugger...
********************
BOINC Windows Runtime Debugger Version 7.17.0
Dump Timestamp : 12/21/20 02:02:02
Install Directory : C:\Program Files\BOINC\
Data Directory : C:\ProgramData\BOINC
Project Symstore :
LoadLibraryA( C:\ProgramData\BOINC\dbghelp.dll ): GetLastError = 126
Loaded Library : dbghelp.dll
LoadLibraryA( C:\ProgramData\BOINC\symsrv.dll ): GetLastError = 126
LoadLibraryA( symsrv.dll ): GetLastError = 126
LoadLibraryA( C:\ProgramData\BOINC\srcsrv.dll ): GetLastError = 126
LoadLibraryA( srcsrv.dll ): GetLastError = 126
LoadLibraryA( C:\ProgramData\BOINC\version.dll ): GetLastError = 126
Loaded Library : version.dll
Debugger Engine : 4.0.5.0
Symbol Search Path: C:\ProgramData\BOINC\slots\4;C:\ProgramData\BOINC\projects\www.mlcathome.org_mlcathome
ModLoad: 00000000b72e0000 00000000003df000 C:\ProgramData\BOINC\projects\www.mlcathome.org_mlcathome\mlds-gpu_9.75_windows-x86_64__cuda10200.exe (-exported- Symbols Loaded)
Linked PDB Filename :
ModLoad: 00000000badb0000 00000000001f6000 C:\WINDOWS\SYSTEM32\ntdll.dll (6.2.19041.662) (-exported- Symbols Loaded)
Linked PDB Filename : ntdll.pdb
File Version : 10.0.19041.662 (WinBuild.160101.0800)
Company Name : Microsoft Corporation
Product Name : Microsoft® Windows® Operating System
Product Version : 10.0.19041.662
ModLoad: 00000000ba170000 00000000000bd000 C:\WINDOWS\System32\KERNEL32.DLL (6.2.19041.662) (-exported- Symbols Loaded)
Linked PDB Filename : kernel32.pdb
File Version : 10.0.19041.662 (WinBuild.160101.0800)
Company Name : Microsoft Corporation
Product Name : Microsoft® Windows® Operating System
Product Version : 10.0.19041.662
ModLoad: 00000000b8550000 00000000002c9000 C:\WINDOWS\System32\KERNELBASE.dll (6.2.19041.662) (-exported- Symbols Loaded)
Linked PDB Filename : kernelbase.pdb
File Version : 10.0.19041.662 (WinBuild.160101.0800)
Company Name : Microsoft Corporation
Product Name : Microsoft® Windows® Operating System
Product Version
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)