Task 2941779
| Name | rand_automata_0020-1605425129-13379-0_0 |
| Workunit | 1326673 |
| Created | 15 Nov 2020, 7:25:31 UTC |
| Sent | 17 Nov 2020, 10:50:38 UTC |
| Report deadline | 25 Nov 2020, 10:50:38 UTC |
| Received | 19 Nov 2020, 10:52:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 17 min 8 sec |
| CPU time | 16 min 20 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,641.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-19 05:35:05 main:435] : INFO : Set logging level to 1 [2020-11-19 05:35:05 main:441] : INFO : Running in BOINC Client mode [2020-11-19 05:35:05 main:444] : INFO : Resolving all filenames [2020-11-19 05:35:05 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0020-train-val-dataset.hdf5 (exists = 1) [2020-11-19 05:35:05 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0020-1605425129-13379-0_0_r1240675414_1 (exists = 0) [2020-11-19 05:35:06 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0020-1605425129-13379-0_0_r1240675414_0 (exists = 0) [2020-11-19 05:35:06 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-19 05:35:06 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-19 05:35:06 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0020-train-val-dataset.hdf5 [2020-11-19 05:35:06 main:474] : INFO : Configuration: [2020-11-19 05:35:06 main:475] : INFO : Model type: LSTM [2020-11-19 05:35:06 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-19 05:35:06 main:477] : INFO : Max Epochs: 192 [2020-11-19 05:35:06 main:478] : INFO : Batch Size: 32 [2020-11-19 05:35:06 main:479] : INFO : Learning Rate: 0.001 [2020-11-19 05:35:06 main:480] : INFO : Patience: 10 [2020-11-19 05:35:06 main:481] : INFO : Hidden Width: 64 [2020-11-19 05:35:06 main:482] : INFO : # Recurrent Layers: 4 [2020-11-19 05:35:06 main:483] : INFO : # Backend Layers: 2 [2020-11-19 05:35:06 main:484] : INFO : # Threads: 1 [2020-11-19 05:35:06 main:486] : INFO : Preparing Dataset [2020-11-19 05:35:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0020-train-val-dataset.hdf5 into memory [2020-11-19 05:35:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0020-train-val-dataset.hdf5 into memory [2020-11-19 05:35:09 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-19 05:35:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0020-train-val-dataset.hdf5 into memory [2020-11-19 05:35:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0020-train-val-dataset.hdf5 into memory [2020-11-19 05:35:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-19 05:35:09 main:494] : INFO : Creating Model [2020-11-19 05:35:09 main:507] : INFO : Preparing config file [2020-11-19 05:35:09 main:519] : INFO : Creating new config file [2020-11-19 05:35:10 main:559] : INFO : Loading DataLoader into Memory [2020-11-19 05:35:15 main:562] : INFO : Starting Training [2020-11-19 05:35:21 main:574] : INFO : Epoch 1 | loss: 0.0660598 | val_loss: 0.0657657 | Time: 5652.39 ms [2020-11-19 05:35:26 main:574] : INFO : Epoch 2 | loss: 0.0654386 | val_loss: 0.0640661 | Time: 5238.92 ms [2020-11-19 05:35:32 main:574] : INFO : Epoch 3 | loss: 0.0627358 | val_loss: 0.0611213 | Time: 5238.97 ms [2020-11-19 05:35:37 main:574] : INFO : Epoch 4 | loss: 0.0596997 | val_loss: 0.0582841 | Time: 5234.98 ms [2020-11-19 05:35:42 main:574] : INFO : Epoch 5 | loss: 0.057515 | val_loss: 0.0565569 | Time: 5265.37 ms [2020-11-19 05:35:48 main:574] : INFO : Epoch 6 | loss: 0.0561672 | val_loss: 0.0554211 | Time: 5286.4 ms [2020-11-19 05:35:53 main:574] : INFO : Epoch 7 | loss: 0.0550296 | val_loss: 0.0543736 | Time: 5240.32 ms [2020-11-19 05:35:58 main:574] : INFO : Epoch 8 | loss: 0.0539807 | val_loss: 0.0533385 | Time: 5243.25 ms [2020-11-19 05:36:03 main:574] : INFO : Epoch 9 | loss: 0.0529865 | val_loss: 0.0524912 | Time: 5227.67 ms [2020-11-19 05:36:09 main:574] : INFO : Epoch 10 | loss: 0.0519311 | val_loss: 0.0514358 | Time: 5044.59 ms [2020-11-19 05:36:14 main:574] : INFO : Epoch 11 | loss: 0.050906 | val_loss: 0.0502834 | Time: 4976.54 ms [2020-11-19 05:36:19 main:574] : INFO : Epoch 12 | loss: 0.0496568 | val_loss: 0.0488754 | Time: 4958.26 ms [2020-11-19 05:36:24 main:574] : INFO : Epoch 13 | loss: 0.0482627 | val_loss: 0.0476341 | Time: 5063.33 ms [2020-11-19 05:36:29 main:574] : INFO : Epoch 14 | loss: 0.0467284 | val_loss: 0.0461563 | Time: 5102.09 ms [2020-11-19 05:36:34 main:574] : INFO : Epoch 15 | loss: 0.0448679 | val_loss: 0.0439355 | Time: 5019.83 ms [2020-11-19 05:36:39 main:574] : INFO : Epoch 16 | loss: 0.0426849 | val_loss: 0.0420255 | Time: 5056.42 ms [2020-11-19 05:36:44 main:574] : INFO : Epoch 17 | loss: 0.0404008 | val_loss: 0.039676 | Time: 5082.39 ms [2020-11-19 05:36:49 main:574] : INFO : Epoch 18 | loss: 0.0375974 | val_loss: 0.0368161 | Time: 5036.91 ms [2020-11-19 05:36:54 main:574] : INFO : Epoch 19 | loss: 0.0345284 | val_loss: 0.0324397 | Time: 5060.04 ms [2020-11-19 05:37:00 main:574] : INFO : Epoch 20 | loss: 0.0315907 | val_loss: 0.0296539 | Time: 5104.27 ms [2020-11-19 05:37:05 main:574] : INFO : Epoch 21 | loss: 0.0284206 | val_loss: 0.0390931 | Time: 5084.61 ms [2020-11-19 05:37:10 main:574] : INFO : Epoch 22 | loss: 0.0293231 | val_loss: 0.0316115 | Time: 5114.13 ms [2020-11-19 05:37:15 main:574] : INFO : Epoch 23 | loss: 0.0256132 | val_loss: 0.0245661 | Time: 5059.93 ms [2020-11-19 05:37:20 main:574] : INFO : Epoch 24 | loss: 0.0273663 | val_loss: 0.0319148 | Time: 5025.7 ms [2020-11-19 05:37:25 main:574] : INFO : Epoch 25 | loss: 0.0224907 | val_loss: 0.0171335 | Time: 5093.34 ms [2020-11-19 05:37:30 main:574] : INFO : Epoch 26 | loss: 0.0311873 | val_loss: 0.0185515 | Time: 5039.32 ms [2020-11-19 05:37:35 main:574] : INFO : Epoch 27 | loss: 0.0159137 | val_loss: 0.0157377 | Time: 5054.33 ms [2020-11-19 05:37:41 main:574] : INFO : Epoch 28 | loss: 0.0126025 | val_loss: 0.0161944 | Time: 5107.9 ms [2020-11-19 05:37:46 main:574] : INFO : Epoch 29 | loss: 0.046569 | val_loss: 0.0605803 | Time: 5116.57 ms [2020-11-19 05:37:51 main:574] : INFO : Epoch 30 | loss: 0.0594111 | val_loss: 0.0580875 | Time: 5056.9 ms [2020-11-19 05:37:56 main:574] : INFO : Epoch 31 | loss: 0.0562595 | val_loss: 0.0538763 | Time: 5106.31 ms [2020-11-19 05:38:01 main:574] : INFO : Epoch 32 | loss: 0.0505814 | val_loss: 0.0460567 | Time: 5092.71 ms [2020-11-19 05:38:06 main:574] : INFO : Epoch 33 | loss: 0.0377233 | val_loss: 0.0327504 | Time: 5107.3 ms [2020-11-19 05:38:12 main:574] : INFO : Epoch 34 | loss: 0.0252258 | val_loss: 0.0248171 | Time: 5110.04 ms [2020-11-19 05:38:17 main:574] : INFO : Epoch 35 | loss: 0.0249931 | val_loss: 0.0146699 | Time: 5024.72 ms [2020-11-19 05:38:22 main:574] : INFO : Epoch 36 | loss: 0.0145935 | val_loss: 0.0118012 | Time: 5136.9 ms [2020-11-19 05:38:27 main:574] : INFO : Epoch 37 | loss: 0.0167578 | val_loss: 0.0229115 | Time: 5040.43 ms [2020-11-19 05:38:32 main:574] : INFO : Epoch 38 | loss: 0.0131253 | val_loss: 0.0113391 | Time: 5013.8 ms [2020-11-19 05:38:37 main:574] : INFO : Epoch 39 | loss: 0.0183704 | val_loss: 0.0108743 | Time: 5035.2 ms [2020-11-19 05:38:42 main:574] : INFO : Epoch 40 | loss: 0.0118908 | val_loss: 0.00976022 | Time: 5018.4 ms [2020-11-19 05:38:47 main:574] : INFO : Epoch 41 | loss: 0.00874823 | val_loss: 0.00876302 | Time: 5023.46 ms [2020-11-19 05:38:52 main:574] : INFO : Epoch 42 | loss: 0.00807648 | val_loss: 0.00811904 | Time: 5024.6 ms [2020-11-19 05:38:57 main:574] : INFO : Epoch 43 | loss: 0.00765747 | val_loss: 0.00773318 | Time: 5013.37 ms [2020-11-19 05:39:03 main:574] : INFO : Epoch 44 | loss: 0.00731824 | val_loss: 0.00744071 | Time: 5062.8 ms [2020-11-19 05:39:08 main:574] : INFO : Epoch 45 | loss: 0.00705558 | val_loss: 0.00740545 | Time: 5053.56 ms [2020-11-19 05:39:13 main:574] : INFO : Epoch 46 | loss: 0.00684448 | val_loss: 0.00693473 | Time: 5023.04 ms [2020-11-19 05:39:18 main:574] : INFO : Epoch 47 | loss: 0.00659215 | val_loss: 0.0069745 | Time: 5045.9 ms [2020-11-19 05:39:23 main:574] : INFO : Epoch 48 | loss: 0.00640155 | val_loss: 0.00681244 | Time: 5153.34 ms [2020-11-19 05:39:28 main:574] : INFO : Epoch 49 | loss: 0.00621943 | val_loss: 0.00627492 | Time: 5130.04 ms [2020-11-19 05:39:33 main:574] : INFO : Epoch 50 | loss: 0.0059556 | val_loss: 0.00606473 | Time: 5034.4 ms [2020-11-19 05:39:38 main:574] : INFO : Epoch 51 | loss: 0.00576386 | val_loss: 0.00585721 | Time: 5036.45 ms [2020-11-19 05:39:43 main:574] : INFO : Epoch 52 | loss: 0.00557616 | val_loss: 0.00567065 | Time: 5019.46 ms [2020-11-19 05:39:49 main:574] : INFO : Epoch 53 | loss: 0.00539208 | val_loss: 0.00548332 | Time: 5048.73 ms [2020-11-19 05:39:54 main:574] : INFO : Epoch 54 | loss: 0.00522158 | val_loss: 0.00529561 | Time: 5032.11 ms [2020-11-19 05:39:59 main:574] : INFO : Epoch 55 | loss: 0.00504661 | val_loss: 0.00511767 | Time: 5014.89 ms [2020-11-19 05:40:04 main:574] : INFO : Epoch 56 | loss: 0.00487741 | val_loss: 0.00494814 | Time: 5001.36 ms [2020-11-19 05:40:09 main:574] : INFO : Epoch 57 | loss: 0.00471542 | val_loss: 0.00476994 | Time: 5002.68 ms [2020-11-19 05:40:14 main:574] : INFO : Epoch 58 | loss: 0.00455699 | val_loss: 0.00459294 | Time: 5011.42 ms [2020-11-19 05:40:19 main:574] : INFO : Epoch 59 | loss: 0.0044019 | val_loss: 0.0044284 | Time: 5000.9 ms [2020-11-19 05:40:24 main:574] : INFO : Epoch 60 | loss: 0.00424949 | val_loss: 0.00427989 | Time: 5098.22 ms [2020-11-19 05:40:29 main:574] : INFO : Epoch 61 | loss: 0.00410056 | val_loss: 0.00412553 | Time: 5027.63 ms [2020-11-19 05:40:34 main:574] : INFO : Epoch 62 | loss: 0.00395511 | val_loss: 0.00397527 | Time: 5058.16 ms [2020-11-19 05:40:40 main:574] : INFO : Epoch 63 | loss: 0.00381199 | val_loss: 0.00381896 | Time: 5065.1 ms [2020-11-19 05:40:45 main:574] : INFO : Epoch 64 | loss: 0.00367308 | val_loss: 0.00368005 | Time: 5041.61 ms [2020-11-19 05:40:50 main:574] : INFO : Epoch 65 | loss: 0.00353691 | val_loss: 0.00352645 | Time: 5034.52 ms [2020-11-19 05:40:55 main:574] : INFO : Epoch 66 | loss: 0.0034035 | val_loss: 0.00340315 | Time: 5017.05 ms [2020-11-19 05:41:00 main:574] : INFO : Epoch 67 | loss: 0.00327417 | val_loss: 0.00326142 | Time: 5026.02 ms [2020-11-19 05:41:05 main:574] : INFO : Epoch 68 | loss: 0.00314788 | val_loss: 0.00313475 | Time: 5022.32 ms [2020-11-19 05:41:10 main:574] : INFO : Epoch 69 | loss: 0.00302552 | val_loss: 0.00300697 | Time: 5025.58 ms [2020-11-19 05:41:15 main:574] : INFO : Epoch 70 | loss: 0.00290561 | val_loss: 0.00288888 | Time: 5037.87 ms [2020-11-19 05:41:20 main:574] : INFO : Epoch 71 | loss: 0.00278992 | val_loss: 0.0027723 | Time: 5071.83 ms [2020-11-19 05:41:26 main:574] : INFO : Epoch 72 | loss: 0.0026775 | val_loss: 0.00265718 | Time: 5250.95 ms [2020-11-19 05:41:31 main:574] : INFO : Epoch 73 | loss: 0.00256939 | val_loss: 0.00254966 | Time: 5273.04 ms [2020-11-19 05:41:36 main:574] : INFO : Epoch 74 | loss: 0.00246423 | val_loss: 0.00244584 | Time: 5240.01 ms [2020-11-19 05:41:42 main:574] : INFO : Epoch 75 | loss: 0.00236274 | val_loss: 0.0023411 | Time: 5256.23 ms [2020-11-19 05:41:47 main:574] : INFO : Epoch 76 | loss: 0.00226562 | val_loss: 0.0022461 | Time: 5240.14 ms [2020-11-19 05:41:52 main:574] : INFO : Epoch 77 | loss: 0.00217028 | val_loss: 0.00215189 | Time: 5191.32 ms [2020-11-19 05:41:57 main:574] : INFO : Epoch 78 | loss: 0.00207928 | val_loss: 0.00205924 | Time: 4973.37 ms [2020-11-19 05:42:02 main:574] : INFO : Epoch 79 | loss: 0.001991 | val_loss: 0.00197228 | Time: 4979.25 ms [2020-11-19 05:42:07 main:574] : INFO : Epoch 80 | loss: 0.00190811 | val_loss: 0.00188858 | Time: 4976.74 ms [2020-11-19 05:42:12 main:574] : INFO : Epoch 81 | loss: 0.00182663 | val_loss: 0.00181005 | Time: 4981.62 ms [2020-11-19 05:42:17 main:574] : INFO : Epoch 82 | loss: 0.0017483 | val_loss: 0.00173169 | Time: 4977.38 ms [2020-11-19 05:42:22 main:574] : INFO : Epoch 83 | loss: 0.00167289 | val_loss: 0.00165509 | Time: 5063.29 ms [2020-11-19 05:42:28 main:574] : INFO : Epoch 84 | loss: 0.00160152 | val_loss: 0.00158466 | Time: 5064.1 ms [2020-11-19 05:42:33 main:574] : INFO : Epoch 85 | loss: 0.00153223 | val_loss: 0.00151651 | Time: 5090.35 ms [2020-11-19 05:42:38 main:574] : INFO : Epoch 86 | loss: 0.00146599 | val_loss: 0.00145442 | Time: 5075.43 ms [2020-11-19 05:42:43 main:574] : INFO : Epoch 87 | loss: 0.00140328 | val_loss: 0.0013892 | Time: 5057.65 ms [2020-11-19 05:42:48 main:574] : INFO : Epoch 88 | loss: 0.00134285 | val_loss: 0.00132746 | Time: 5071.92 ms [2020-11-19 05:42:53 main:574] : INFO : Epoch 89 | loss: 0.00128374 | val_loss: 0.00126802 | Time: 5057.88 ms [2020-11-19 05:42:58 main:574] : INFO : Epoch 90 | loss: 0.00122789 | val_loss: 0.00121456 | Time: 5031.87 ms [2020-11-19 05:43:03 main:574] : INFO : Epoch 91 | loss: 0.00117443 | val_loss: 0.00116324 | Time: 5088.79 ms [2020-11-19 05:43:09 main:574] : INFO : Epoch 92 | loss: 0.00112433 | val_loss: 0.00111446 | Time: 5033.34 ms [2020-11-19 05:43:14 main:574] : INFO : Epoch 93 | loss: 0.00107587 | val_loss: 0.00106429 | Time: 5069.03 ms [2020-11-19 05:43:19 main:574] : INFO : Epoch 94 | loss: 0.00102835 | val_loss: 0.00101733 | Time: 5157.53 ms [2020-11-19 05:43:24 main:574] : INFO : Epoch 95 | loss: 0.000983472 | val_loss: 0.000973033 | Time: 5117.53 ms [2020-11-19 05:43:29 main:574] : INFO : Epoch 96 | loss: 0.000942091 | val_loss: 0.000932339 | Time: 5276.17 ms [2020-11-19 05:43:35 main:574] : INFO : Epoch 97 | loss: 0.000901605 | val_loss: 0.000892208 | Time: 5237.82 ms [2020-11-19 05:43:40 main:574] : INFO : Epoch 98 | loss: 0.000862044 | val_loss: 0.000853995 | Time: 5263.54 ms [2020-11-19 05:43:45 main:574] : INFO : Epoch 99 | loss: 0.000825985 | val_loss: 0.000817021 | Time: 5062.43 ms [2020-11-19 05:43:50 main:574] : INFO : Epoch 100 | loss: 0.000790286 | val_loss: 0.00078034 | Time: 4972.79 ms [2020-11-19 05:43:55 main:574] : INFO : Epoch 101 | loss: 0.000756314 | val_loss: 0.00074774 | Time: 5229.92 ms [2020-11-19 05:44:01 main:574] : INFO : Epoch 102 | loss: 0.000723463 | val_loss: 0.000716884 | Time: 5314.32 ms [2020-11-19 05:44:06 main:574] : INFO : Epoch 103 | loss: 0.00069255 | val_loss: 0.000688109 | Time: 5277.04 ms [2020-11-19 05:44:11 main:574] : INFO : Epoch 104 | loss: 0.000663965 | val_loss: 0.000656342 | Time: 5254.92 ms [2020-11-19 05:44:17 main:574] : INFO : Epoch 105 | loss: 0.00063485 | val_loss: 0.000627744 | Time: 5094.06 ms [2020-11-19 05:44:22 main:574] : INFO : Epoch 106 | loss: 0.000608092 | val_loss: 0.00060472 | Time: 5137.63 ms [2020-11-19 05:44:27 main:574] : INFO : Epoch 107 | loss: 0.000582003 | val_loss: 0.000575908 | Time: 5079.86 ms [2020-11-19 05:44:32 main:574] : INFO : Epoch 108 | loss: 0.000557764 | val_loss: 0.00055091 | Time: 5086.98 ms [2020-11-19 05:44:37 main:574] : INFO : Epoch 109 | loss: 0.000534161 | val_loss: 0.000531633 | Time: 5135.24 ms [2020-11-19 05:44:42 main:574] : INFO : Epoch 110 | loss: 0.000512617 | val_loss: 0.000510489 | Time: 5048.92 ms [2020-11-19 05:44:48 main:574] : INFO : Epoch 111 | loss: 0.000490498 | val_loss: 0.00048337 | Time: 5043.43 ms [2020-11-19 05:44:53 main:574] : INFO : Epoch 112 | loss: 0.000469802 | val_loss: 0.000463349 | Time: 5035.93 ms [2020-11-19 05:44:58 main:574] : INFO : Epoch 113 | loss: 0.000451267 | val_loss: 0.000444521 | Time: 5048.01 ms [2020-11-19 05:45:03 main:574] : INFO : Epoch 114 | loss: 0.000432929 | val_loss: 0.000424365 | Time: 5082.18 ms [2020-11-19 05:45:08 main:574] : INFO : Epoch 115 | loss: 0.000415388 | val_loss: 0.000409272 | Time: 5035.83 ms [2020-11-19 05:45:13 main:574] : INFO : Epoch 116 | loss: 0.000399286 | val_loss: 0.000392147 | Time: 5037.27 ms [2020-11-19 05:45:18 main:574] : INFO : Epoch 117 | loss: 0.000382569 | val_loss: 0.000377385 | Time: 5082.36 ms [2020-11-19 05:45:23 main:574] : INFO : Epoch 118 | loss: 0.00036972 | val_loss: 0.000363646 | Time: 5138.83 ms [2020-11-19 05:45:28 main:574] : INFO : Epoch 119 | loss: 0.000354222 | val_loss: 0.000350248 | Time: 5065.52 ms [2020-11-19 05:45:34 main:574] : INFO : Epoch 120 | loss: 0.000341675 | val_loss: 0.000335907 | Time: 5082.04 ms [2020-11-19 05:45:39 main:574] : INFO : Epoch 121 | loss: 0.000328226 | val_loss: 0.000327069 | Time: 5029.06 ms [2020-11-19 05:45:44 main:574] : INFO : Epoch 122 | loss: 0.000316047 | val_loss: 0.000309297 | Time: 4994.87 ms [2020-11-19 05:45:49 main:574] : INFO : Epoch 123 | loss: 0.000304731 | val_loss: 0.000298907 | Time: 5036.82 ms [2020-11-19 05:45:54 main:574] : INFO : Epoch 124 | loss: 0.000294174 | val_loss: 0.00029198 | Time: 5051.6 ms [2020-11-19 05:45:59 main:574] : INFO : Epoch 125 | loss: 0.00028342 | val_loss: 0.000277965 | Time: 5070.29 ms [2020-11-19 05:46:04 main:574] : INFO : Epoch 126 | loss: 0.000273515 | val_loss: 0.000269257 | Time: 5102.27 ms [2020-11-19 05:46:09 main:574] : INFO : Epoch 127 | loss: 0.000265079 | val_loss: 0.000264654 | Time: 5109.8 ms [2020-11-19 05:46:15 main:574] : INFO : Epoch 128 | loss: 0.000255576 | val_loss: 0.00025233 | Time: 5043.29 ms [2020-11-19 05:46:20 main:574] : INFO : Epoch 129 | loss: 0.000246908 | val_loss: 0.000245026 | Time: 5036.86 ms [2020-11-19 05:46:25 main:574] : INFO : Epoch 130 | loss: 0.000237325 | val_loss: 0.000233227 | Time: 5219.62 ms [2020-11-19 05:46:30 main:574] : INFO : Epoch 131 | loss: 0.000229627 | val_loss: 0.000225965 | Time: 5256.79 ms [2020-11-19 05:46:36 main:574] : INFO : Epoch 132 | loss: 0.00022238 | val_loss: 0.000220372 | Time: 5223.79 ms [2020-11-19 05:46:41 main:574] : INFO : Epoch 133 | loss: 0.000215159 | val_loss: 0.000212477 | Time: 5251.3 ms [2020-11-19 05:46:46 main:574] : INFO : Epoch 134 | loss: 0.000208359 | val_loss: 0.000202787 | Time: 5256.8 ms [2020-11-19 05:46:51 main:574] : INFO : Epoch 135 | loss: 0.000202014 | val_loss: 0.000200835 | Time: 5270.33 ms [2020-11-19 05:46:57 main:574] : INFO : Epoch 136 | loss: 0.000195843 | val_loss: 0.000192185 | Time: 5251.99 ms [2020-11-19 05:47:02 main:574] : INFO : Epoch 137 | loss: 0.000189619 | val_loss: 0.000185392 | Time: 5193.46 ms [2020-11-19 05:47:07 main:574] : INFO : Epoch 138 | loss: 0.000184186 | val_loss: 0.000180382 | Time: 4971.12 ms [2020-11-19 05:47:12 main:574] : INFO : Epoch 139 | loss: 0.00017874 | val_loss: 0.000176308 | Time: 4962.59 ms [2020-11-19 05:47:17 main:574] : INFO : Epoch 140 | loss: 0.00017345 | val_loss: 0.000170393 | Time: 4969.56 ms [2020-11-19 05:47:22 main:574] : INFO : Epoch 141 | loss: 0.000168138 | val_loss: 0.000168164 | Time: 5003.21 ms [2020-11-19 05:47:27 main:574] : INFO : Epoch 142 | loss: 0.000163541 | val_loss: 0.000160467 | Time: 5051.95 ms [2020-11-19 05:47:32 main:574] : INFO : Epoch 143 | loss: 0.000159498 | val_loss: 0.000158204 | Time: 5053.66 ms [2020-11-19 05:47:37 main:574] : INFO : Epoch 144 | loss: 0.000154898 | val_loss: 0.000152521 | Time: 5046.81 ms [2020-11-19 05:47:42 main:574] : INFO : Epoch 145 | loss: 0.000151175 | val_loss: 0.000149234 | Time: 4998.47 ms [2020-11-19 05:47:48 main:574] : INFO : Epoch 146 | loss: 0.000146432 | val_loss: 0.000143769 | Time: 5017.75 ms [2020-11-19 05:47:53 main:574] : INFO : Epoch 147 | loss: 0.000142823 | val_loss: 0.000141801 | Time: 5003.26 ms [2020-11-19 05:47:58 main:574] : INFO : Epoch 148 | loss: 0.000139437 | val_loss: 0.000135451 | Time: 5039.38 ms [2020-11-19 05:48:03 main:574] : INFO : Epoch 149 | loss: 0.000135336 | val_loss: 0.000133317 | Time: 5036.99 ms [2020-11-19 05:48:08 main:574] : INFO : Epoch 150 | loss: 0.000132357 | val_loss: 0.000130458 | Time: 4990.79 ms [2020-11-19 05:48:13 main:574] : INFO : Epoch 151 | loss: 0.000129318 | val_loss: 0.000127435 | Time: 5044.26 ms [2020-11-19 05:48:18 main:574] : INFO : Epoch 152 | loss: 0.000126071 | val_loss: 0.000124811 | Time: 5033.66 ms [2020-11-19 05:48:23 main:574] : INFO : Epoch 153 | loss: 0.000123006 | val_loss: 0.000121411 | Time: 5109.43 ms [2020-11-19 05:48:28 main:574] : INFO : Epoch 154 | loss: 0.000120089 | val_loss: 0.000119239 | Time: 5124.38 ms [2020-11-19 05:48:34 main:574] : INFO : Epoch 155 | loss: 0.000117623 | val_loss: 0.000115069 | Time: 5066.94 ms [2020-11-19 05:48:39 main:574] : INFO : Epoch 156 | loss: 0.000114702 | val_loss: 0.000113142 | Time: 5015.68 ms [2020-11-19 05:48:44 main:574] : INFO : Epoch 157 | loss: 0.000112283 | val_loss: 0.000112187 | Time: 5030.86 ms [2020-11-19 05:48:49 main:574] : INFO : Epoch 158 | loss: 0.000109651 | val_loss: 0.000110295 | Time: 5048.16 ms [2020-11-19 05:48:54 main:574] : INFO : Epoch 159 | loss: 0.000107204 | val_loss: 0.000108184 | Time: 5025.92 ms [2020-11-19 05:48:59 main:574] : INFO : Epoch 160 | loss: 0.000105011 | val_loss: 0.000102629 | Time: 5023.41 ms [2020-11-19 05:49:04 main:574] : INFO : Epoch 161 | loss: 0.000102588 | val_loss: 0.000100611 | Time: 5078.11 ms [2020-11-19 05:49:09 main:574] : INFO : Epoch 162 | loss: 0.000100326 | val_loss: 0.000100828 | Time: 5014.93 ms [2020-11-19 05:49:14 main:574] : INFO : Epoch 163 | loss: 9.86294e-05 | val_loss: 9.73592e-05 | Time: 4992.7 ms [2020-11-19 05:49:19 main:574] : INFO : Epoch 164 | loss: 9.6246e-05 | val_loss: 9.57697e-05 | Time: 5018.51 ms [2020-11-19 05:49:24 main:574] : INFO : Epoch 165 | loss: 9.44223e-05 | val_loss: 9.4298e-05 | Time: 5002.18 ms [2020-11-19 05:49:30 main:574] : INFO : Epoch 166 | loss: 9.26891e-05 | val_loss: 9.20354e-05 | Time: 5240.01 ms [2020-11-19 05:49:35 main:574] : INFO : Epoch 167 | loss: 9.10308e-05 | val_loss: 9.0566e-05 | Time: 5307.87 ms [2020-11-19 05:49:40 main:574] : INFO : Epoch 168 | loss: 8.96326e-05 | val_loss: 8.9048e-05 | Time: 5233 ms [2020-11-19 05:49:46 main:574] : INFO : Epoch 169 | loss: 8.78509e-05 | val_loss: 8.79472e-05 | Time: 5236.6 ms [2020-11-19 05:49:51 main:574] : INFO : Epoch 170 | loss: 8.53684e-05 | val_loss: 8.45225e-05 | Time: 5236.06 ms [2020-11-19 05:49:56 main:574] : INFO : Epoch 171 | loss: 8.33189e-05 | val_loss: 8.38343e-05 | Time: 5227.67 ms [2020-11-19 05:50:02 main:574] : INFO : Epoch 172 | loss: 8.17941e-05 | val_loss: 8.01891e-05 | Time: 5235.77 ms [2020-11-19 05:50:07 main:574] : INFO : Epoch 173 | loss: 7.98254e-05 | val_loss: 7.81454e-05 | Time: 5234.12 ms [2020-11-19 05:50:12 main:574] : INFO : Epoch 174 | loss: 7.89836e-05 | val_loss: 7.80746e-05 | Time: 5254.67 ms [2020-11-19 05:50:18 main:574] : INFO : Epoch 175 | loss: 7.68762e-05 | val_loss: 7.61722e-05 | Time: 5236.07 ms [2020-11-19 05:50:23 main:574] : INFO : Epoch 176 | loss: 7.58401e-05 | val_loss: 7.55928e-05 | Time: 5278.25 ms [2020-11-19 05:50:28 main:574] : INFO : Epoch 177 | loss: 7.41127e-05 | val_loss: 7.51553e-05 | Time: 5082.43 ms [2020-11-19 05:50:33 main:574] : INFO : Epoch 178 | loss: 7.28344e-05 | val_loss: 7.29172e-05 | Time: 5041.61 ms [2020-11-19 05:50:38 main:574] : INFO : Epoch 179 | loss: 7.13465e-05 | val_loss: 7.11273e-05 | Time: 5111.63 ms [2020-11-19 05:50:43 main:574] : INFO : Epoch 180 | loss: 7.0222e-05 | val_loss: 7.05196e-05 | Time: 5041.85 ms [2020-11-19 05:50:48 main:574] : INFO : Epoch 181 | loss: 6.93781e-05 | val_loss: 7.1109e-05 | Time: 5040.69 ms [2020-11-19 05:50:54 main:574] : INFO : Epoch 182 | loss: 6.76495e-05 | val_loss: 6.86331e-05 | Time: 5066.35 ms [2020-11-19 05:50:59 main:574] : INFO : Epoch 183 | loss: 6.69092e-05 | val_loss: 6.89286e-05 | Time: 5026.32 ms [2020-11-19 05:51:04 main:574] : INFO : Epoch 184 | loss: 6.54606e-05 | val_loss: 6.72299e-05 | Time: 5034.56 ms [2020-11-19 05:51:09 main:574] : INFO : Epoch 185 | loss: 6.44256e-05 | val_loss: 6.51472e-05 | Time: 5026.43 ms [2020-11-19 05:51:14 main:574] : INFO : Epoch 186 | loss: 6.321e-05 | val_loss: 6.41489e-05 | Time: 5023.76 ms [2020-11-19 05:51:19 main:574] : INFO : Epoch 187 | loss: 6.19929e-05 | val_loss: 6.26413e-05 | Time: 5036.6 ms [2020-11-19 05:51:24 main:574] : INFO : Epoch 188 | loss: 6.15497e-05 | val_loss: 6.28326e-05 | Time: 5158.23 ms [2020-11-19 05:51:30 main:574] : INFO : Epoch 189 | loss: 6.01072e-05 | val_loss: 6.07622e-05 | Time: 5242.26 ms [2020-11-19 05:51:35 main:574] : INFO : Epoch 190 | loss: 5.98287e-05 | val_loss: 5.98196e-05 | Time: 5297.76 ms [2020-11-19 05:51:40 main:574] : INFO : Epoch 191 | loss: 5.86597e-05 | val_loss: 6.10614e-05 | Time: 5147.88 ms [2020-11-19 05:51:45 main:574] : INFO : Epoch 192 | loss: 5.79049e-05 | val_loss: 5.93483e-05 | Time: 5095.08 ms [2020-11-19 05:51:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 5.93483e-05 [2020-11-19 05:51:45 main:603] : INFO : Saving end state to config to file [2020-11-19 05:51:45 main:608] : INFO : Success, exiting.. 05:51:45 (11512): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)