Task 2795827
| Name | rand_automata_0098-1604947424-19576-0_1 |
| Workunit | 1259298 |
| Created | 9 Nov 2020, 19:00:31 UTC |
| Sent | 9 Nov 2020, 19:01:28 UTC |
| Report deadline | 10 Nov 2020, 17:31:28 UTC |
| Received | 9 Nov 2020, 23:10:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 596 |
| Run time | 51 min 23 sec |
| CPU time | 49 min 52 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 7,315.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.97 GB |
| Peak swap size | 3.93 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 RTX 2060 SUPER) [2020-11-09 23:18:34 main:435] : INFO : Set logging level to 1 [2020-11-09 23:18:34 main:441] : INFO : Running in BOINC Client mode [2020-11-09 23:18:34 main:444] : INFO : Resolving all filenames [2020-11-09 23:18:34 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0098-train-val-dataset.hdf5 (exists = 1) [2020-11-09 23:18:34 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0098-1604947424-19576-0_1_r244236386_1 (exists = 0) [2020-11-09 23:18:34 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0098-1604947424-19576-0_1_r244236386_0 (exists = 0) [2020-11-09 23:18:34 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-09 23:18:34 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-09 23:18:34 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0098-train-val-dataset.hdf5 [2020-11-09 23:18:34 main:474] : INFO : Configuration: [2020-11-09 23:18:34 main:475] : INFO : Model type: LSTM [2020-11-09 23:18:34 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-09 23:18:34 main:477] : INFO : Max Epochs: 192 [2020-11-09 23:18:34 main:478] : INFO : Batch Size: 32 [2020-11-09 23:18:34 main:479] : INFO : Learning Rate: 0.001 [2020-11-09 23:18:34 main:480] : INFO : Patience: 10 [2020-11-09 23:18:34 main:481] : INFO : Hidden Width: 64 [2020-11-09 23:18:34 main:482] : INFO : # Recurrent Layers: 4 [2020-11-09 23:18:34 main:483] : INFO : # Backend Layers: 2 [2020-11-09 23:18:34 main:484] : INFO : # Threads: 1 [2020-11-09 23:18:34 main:486] : INFO : Preparing Dataset [2020-11-09 23:18:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0098-train-val-dataset.hdf5 into memory [2020-11-09 23:18:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0098-train-val-dataset.hdf5 into memory [2020-11-09 23:18:40 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-09 23:18:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0098-train-val-dataset.hdf5 into memory [2020-11-09 23:18:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0098-train-val-dataset.hdf5 into memory [2020-11-09 23:18:40 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-09 23:18:40 main:494] : INFO : Creating Model [2020-11-09 23:18:41 main:507] : INFO : Preparing config file [2020-11-09 23:18:41 main:519] : INFO : Creating new config file [2020-11-09 23:18:46 main:559] : INFO : Loading DataLoader into Memory [2020-11-09 23:18:46 main:562] : INFO : Starting Training [2020-11-09 23:19:03 main:574] : INFO : Epoch 1 | loss: 0.0661156 | val_loss: 0.0658044 | Time: 16932.9 ms [2020-11-09 23:19:19 main:574] : INFO : Epoch 2 | loss: 0.0652079 | val_loss: 0.0645572 | Time: 15953.9 ms [2020-11-09 23:19:35 main:574] : INFO : Epoch 3 | loss: 0.0630236 | val_loss: 0.0613297 | Time: 15785.4 ms [2020-11-09 23:19:50 main:574] : INFO : Epoch 4 | loss: 0.0600179 | val_loss: 0.0588375 | Time: 15822.6 ms [2020-11-09 23:20:06 main:574] : INFO : Epoch 5 | loss: 0.0578098 | val_loss: 0.0569995 | Time: 15887 ms [2020-11-09 23:20:22 main:574] : INFO : Epoch 6 | loss: 0.056211 | val_loss: 0.055713 | Time: 15895.9 ms [2020-11-09 23:20:38 main:574] : INFO : Epoch 7 | loss: 0.0549171 | val_loss: 0.054584 | Time: 15791.4 ms [2020-11-09 23:20:54 main:574] : INFO : Epoch 8 | loss: 0.0536654 | val_loss: 0.0533002 | Time: 15782 ms [2020-11-09 23:21:10 main:574] : INFO : Epoch 9 | loss: 0.0523707 | val_loss: 0.0520413 | Time: 15690.6 ms [2020-11-09 23:21:25 main:574] : INFO : Epoch 10 | loss: 0.051002 | val_loss: 0.0505473 | Time: 15681.3 ms [2020-11-09 23:21:41 main:574] : INFO : Epoch 11 | loss: 0.0493954 | val_loss: 0.0488322 | Time: 15768.6 ms [2020-11-09 23:21:57 main:574] : INFO : Epoch 12 | loss: 0.0476235 | val_loss: 0.0472135 | Time: 15910.2 ms [2020-11-09 23:22:13 main:574] : INFO : Epoch 13 | loss: 0.0456346 | val_loss: 0.0454586 | Time: 15861.8 ms [2020-11-09 23:22:29 main:574] : INFO : Epoch 14 | loss: 0.0432864 | val_loss: 0.0430163 | Time: 16009.9 ms [2020-11-09 23:22:45 main:574] : INFO : Epoch 15 | loss: 0.0406069 | val_loss: 0.0403892 | Time: 15798.5 ms [2020-11-09 23:23:01 main:574] : INFO : Epoch 16 | loss: 0.0377279 | val_loss: 0.0375055 | Time: 15829.3 ms [2020-11-09 23:23:17 main:574] : INFO : Epoch 17 | loss: 0.034543 | val_loss: 0.0342372 | Time: 16200.3 ms [2020-11-09 23:23:33 main:574] : INFO : Epoch 18 | loss: 0.0318574 | val_loss: 0.0369495 | Time: 15888.9 ms [2020-11-09 23:23:49 main:574] : INFO : Epoch 19 | loss: 0.0304242 | val_loss: 0.0342082 | Time: 16120.6 ms [2020-11-09 23:24:05 main:574] : INFO : Epoch 20 | loss: 0.0259841 | val_loss: 0.0246174 | Time: 15978.7 ms [2020-11-09 23:24:21 main:574] : INFO : Epoch 21 | loss: 0.0390546 | val_loss: 0.0614907 | Time: 15934.7 ms [2020-11-09 23:24:37 main:574] : INFO : Epoch 22 | loss: 0.057975 | val_loss: 0.0544632 | Time: 15807.2 ms [2020-11-09 23:24:53 main:574] : INFO : Epoch 23 | loss: 0.0471761 | val_loss: 0.0368118 | Time: 15840.9 ms [2020-11-09 23:25:09 main:574] : INFO : Epoch 24 | loss: 0.0294906 | val_loss: 0.0246957 | Time: 15914.6 ms [2020-11-09 23:25:25 main:574] : INFO : Epoch 25 | loss: 0.0254929 | val_loss: 0.0254856 | Time: 15908.2 ms [2020-11-09 23:25:41 main:574] : INFO : Epoch 26 | loss: 0.0363689 | val_loss: 0.0302398 | Time: 15869 ms [2020-11-09 23:25:57 main:574] : INFO : Epoch 27 | loss: 0.0249203 | val_loss: 0.020771 | Time: 16047.7 ms [2020-11-09 23:26:13 main:574] : INFO : Epoch 28 | loss: 0.0173422 | val_loss: 0.017488 | Time: 15832.4 ms [2020-11-09 23:26:28 main:574] : INFO : Epoch 29 | loss: 0.0213656 | val_loss: 0.0215919 | Time: 15677.7 ms [2020-11-09 23:26:44 main:574] : INFO : Epoch 30 | loss: 0.0211339 | val_loss: 0.016065 | Time: 15895.8 ms [2020-11-09 23:27:00 main:574] : INFO : Epoch 31 | loss: 0.0132281 | val_loss: 0.0131857 | Time: 15949 ms [2020-11-09 23:27:16 main:574] : INFO : Epoch 32 | loss: 0.0184815 | val_loss: 0.0175466 | Time: 15938.9 ms [2020-11-09 23:27:32 main:574] : INFO : Epoch 33 | loss: 0.0148017 | val_loss: 0.0134267 | Time: 16006.4 ms [2020-11-09 23:27:48 main:574] : INFO : Epoch 34 | loss: 0.0154187 | val_loss: 0.01605 | Time: 16008.1 ms [2020-11-09 23:28:04 main:574] : INFO : Epoch 35 | loss: 0.0124202 | val_loss: 0.0114818 | Time: 15969.5 ms [2020-11-09 23:28:20 main:574] : INFO : Epoch 36 | loss: 0.0110736 | val_loss: 0.0103606 | Time: 15948.1 ms [2020-11-09 23:28:36 main:574] : INFO : Epoch 37 | loss: 0.00983008 | val_loss: 0.0100255 | Time: 15776.9 ms [2020-11-09 23:28:52 main:574] : INFO : Epoch 38 | loss: 0.00946741 | val_loss: 0.00943433 | Time: 15694.2 ms [2020-11-09 23:29:08 main:574] : INFO : Epoch 39 | loss: 0.00925338 | val_loss: 0.00919611 | Time: 16011.6 ms [2020-11-09 23:29:24 main:574] : INFO : Epoch 40 | loss: 0.00858935 | val_loss: 0.00871406 | Time: 15690.4 ms [2020-11-09 23:29:40 main:574] : INFO : Epoch 41 | loss: 0.00824521 | val_loss: 0.00843963 | Time: 15820.7 ms [2020-11-09 23:29:56 main:574] : INFO : Epoch 42 | loss: 0.00797083 | val_loss: 0.00816149 | Time: 15799.7 ms [2020-11-09 23:30:11 main:574] : INFO : Epoch 43 | loss: 0.00772766 | val_loss: 0.00793581 | Time: 15848.9 ms [2020-11-09 23:30:27 main:574] : INFO : Epoch 44 | loss: 0.0074843 | val_loss: 0.00766697 | Time: 15713.1 ms [2020-11-09 23:30:43 main:574] : INFO : Epoch 45 | loss: 0.00726848 | val_loss: 0.00744108 | Time: 15906.3 ms [2020-11-09 23:30:59 main:574] : INFO : Epoch 46 | loss: 0.00703836 | val_loss: 0.0071807 | Time: 15833.5 ms [2020-11-09 23:31:15 main:574] : INFO : Epoch 47 | loss: 0.00684196 | val_loss: 0.00702559 | Time: 15979.1 ms [2020-11-09 23:31:31 main:574] : INFO : Epoch 48 | loss: 0.0066219 | val_loss: 0.00672472 | Time: 16016 ms [2020-11-09 23:31:47 main:574] : INFO : Epoch 49 | loss: 0.0064085 | val_loss: 0.00652814 | Time: 15959.8 ms [2020-11-09 23:32:03 main:574] : INFO : Epoch 50 | loss: 0.00619854 | val_loss: 0.00629052 | Time: 15761.3 ms [2020-11-09 23:32:19 main:574] : INFO : Epoch 51 | loss: 0.0059954 | val_loss: 0.00609151 | Time: 15982.7 ms [2020-11-09 23:32:35 main:574] : INFO : Epoch 52 | loss: 0.00580045 | val_loss: 0.00587213 | Time: 15996 ms [2020-11-09 23:32:51 main:574] : INFO : Epoch 53 | loss: 0.00560595 | val_loss: 0.00566375 | Time: 15787.3 ms [2020-11-09 23:33:07 main:574] : INFO : Epoch 54 | loss: 0.00541558 | val_loss: 0.00547501 | Time: 15853.4 ms [2020-11-09 23:33:23 main:574] : INFO : Epoch 55 | loss: 0.00522966 | val_loss: 0.00526094 | Time: 15805.1 ms [2020-11-09 23:33:38 main:574] : INFO : Epoch 56 | loss: 0.00504907 | val_loss: 0.00507276 | Time: 15810.3 ms [2020-11-09 23:33:54 main:574] : INFO : Epoch 57 | loss: 0.00486613 | val_loss: 0.00488603 | Time: 15840 ms [2020-11-09 23:34:10 main:574] : INFO : Epoch 58 | loss: 0.00468751 | val_loss: 0.00470378 | Time: 15922.4 ms [2020-11-09 23:34:26 main:574] : INFO : Epoch 59 | loss: 0.00451332 | val_loss: 0.00452089 | Time: 15776.8 ms [2020-11-09 23:34:42 main:574] : INFO : Epoch 60 | loss: 0.00434117 | val_loss: 0.00434647 | Time: 15975.2 ms [2020-11-09 23:34:58 main:574] : INFO : Epoch 61 | loss: 0.00417431 | val_loss: 0.00417563 | Time: 15837.4 ms [2020-11-09 23:35:14 main:574] : INFO : Epoch 62 | loss: 0.00401097 | val_loss: 0.00401832 | Time: 15927.2 ms [2020-11-09 23:35:30 main:574] : INFO : Epoch 63 | loss: 0.0038513 | val_loss: 0.00384772 | Time: 15925.7 ms [2020-11-09 23:35:46 main:574] : INFO : Epoch 64 | loss: 0.00386114 | val_loss: 0.00378534 | Time: 15935.2 ms [2020-11-09 23:36:02 main:574] : INFO : Epoch 65 | loss: 0.00357222 | val_loss: 0.00354363 | Time: 15949 ms [2020-11-09 23:36:18 main:574] : INFO : Epoch 66 | loss: 0.00339955 | val_loss: 0.00339281 | Time: 15794.6 ms [2020-11-09 23:36:34 main:574] : INFO : Epoch 67 | loss: 0.00325447 | val_loss: 0.0032507 | Time: 15858.5 ms [2020-11-09 23:36:50 main:574] : INFO : Epoch 68 | loss: 0.00311549 | val_loss: 0.00310881 | Time: 15848.2 ms [2020-11-09 23:37:05 main:574] : INFO : Epoch 69 | loss: 0.00298003 | val_loss: 0.00297098 | Time: 15732.2 ms [2020-11-09 23:37:21 main:574] : INFO : Epoch 70 | loss: 0.00284867 | val_loss: 0.00284338 | Time: 15977.9 ms [2020-11-09 23:37:37 main:574] : INFO : Epoch 71 | loss: 0.00272126 | val_loss: 0.00272411 | Time: 15859.2 ms [2020-11-09 23:37:53 main:574] : INFO : Epoch 72 | loss: 0.00260227 | val_loss: 0.00258971 | Time: 15890.8 ms [2020-11-09 23:38:09 main:574] : INFO : Epoch 73 | loss: 0.00387076 | val_loss: 0.00313068 | Time: 15938.2 ms [2020-11-09 23:38:25 main:574] : INFO : Epoch 74 | loss: 0.00258408 | val_loss: 0.00246071 | Time: 15861.8 ms [2020-11-09 23:38:41 main:574] : INFO : Epoch 75 | loss: 0.00233278 | val_loss: 0.00232154 | Time: 15883.1 ms [2020-11-09 23:38:57 main:574] : INFO : Epoch 76 | loss: 0.00221717 | val_loss: 0.00221803 | Time: 15890.7 ms [2020-11-09 23:39:13 main:574] : INFO : Epoch 77 | loss: 0.00212183 | val_loss: 0.0021238 | Time: 15974.5 ms [2020-11-09 23:39:29 main:574] : INFO : Epoch 78 | loss: 0.00203289 | val_loss: 0.00203617 | Time: 15746.3 ms [2020-11-09 23:39:45 main:574] : INFO : Epoch 79 | loss: 0.00194862 | val_loss: 0.00195109 | Time: 15972.6 ms [2020-11-09 23:40:00 main:574] : INFO : Epoch 80 | loss: 0.0018669 | val_loss: 0.00187071 | Time: 15772.5 ms [2020-11-09 23:40:16 main:574] : INFO : Epoch 81 | loss: 0.00178958 | val_loss: 0.00179338 | Time: 15897.1 ms [2020-11-09 23:40:32 main:574] : INFO : Epoch 82 | loss: 0.00171451 | val_loss: 0.00171767 | Time: 15845.3 ms [2020-11-09 23:40:48 main:574] : INFO : Epoch 83 | loss: 0.00164115 | val_loss: 0.00164852 | Time: 15984.4 ms [2020-11-09 23:41:04 main:574] : INFO : Epoch 84 | loss: 0.00157203 | val_loss: 0.0015782 | Time: 15662.4 ms [2020-11-09 23:41:20 main:574] : INFO : Epoch 85 | loss: 0.00150332 | val_loss: 0.00150885 | Time: 15794.1 ms [2020-11-09 23:41:36 main:574] : INFO : Epoch 86 | loss: 0.00143844 | val_loss: 0.00144598 | Time: 15838.5 ms [2020-11-09 23:41:52 main:574] : INFO : Epoch 87 | loss: 0.00137579 | val_loss: 0.00138095 | Time: 15717.9 ms [2020-11-09 23:42:07 main:574] : INFO : Epoch 88 | loss: 0.00131597 | val_loss: 0.00132255 | Time: 15889 ms [2020-11-09 23:42:23 main:574] : INFO : Epoch 89 | loss: 0.00125773 | val_loss: 0.00126105 | Time: 15903.9 ms [2020-11-09 23:42:39 main:574] : INFO : Epoch 90 | loss: 0.00120266 | val_loss: 0.00120978 | Time: 15872.2 ms [2020-11-09 23:42:55 main:574] : INFO : Epoch 91 | loss: 0.00114914 | val_loss: 0.0011537 | Time: 15848.4 ms [2020-11-09 23:43:11 main:574] : INFO : Epoch 92 | loss: 0.00109834 | val_loss: 0.0011055 | Time: 15909 ms [2020-11-09 23:43:27 main:574] : INFO : Epoch 93 | loss: 0.00104966 | val_loss: 0.00105524 | Time: 15873.1 ms [2020-11-09 23:43:43 main:574] : INFO : Epoch 94 | loss: 0.00100329 | val_loss: 0.00101074 | Time: 15881 ms [2020-11-09 23:43:59 main:574] : INFO : Epoch 95 | loss: 0.000958831 | val_loss: 0.000965788 | Time: 15915.9 ms [2020-11-09 23:44:15 main:574] : INFO : Epoch 96 | loss: 0.00091658 | val_loss: 0.000921859 | Time: 16018.4 ms [2020-11-09 23:44:31 main:574] : INFO : Epoch 97 | loss: 0.000875515 | val_loss: 0.000879483 | Time: 15853.6 ms [2020-11-09 23:44:47 main:574] : INFO : Epoch 98 | loss: 0.000837011 | val_loss: 0.000844142 | Time: 15906.4 ms [2020-11-09 23:45:03 main:574] : INFO : Epoch 99 | loss: 0.000800818 | val_loss: 0.000807833 | Time: 15750.9 ms [2020-11-09 23:45:19 main:574] : INFO : Epoch 100 | loss: 0.000765969 | val_loss: 0.000770587 | Time: 15804.9 ms [2020-11-09 23:45:34 main:574] : INFO : Epoch 101 | loss: 0.000731957 | val_loss: 0.000740586 | Time: 15833.9 ms [2020-11-09 23:45:50 main:574] : INFO : Epoch 102 | loss: 0.000700876 | val_loss: 0.000706323 | Time: 15725.6 ms [2020-11-09 23:46:06 main:574] : INFO : Epoch 103 | loss: 0.000670182 | val_loss: 0.000675453 | Time: 15913.2 ms [2020-11-09 23:46:22 main:574] : INFO : Epoch 104 | loss: 0.000641553 | val_loss: 0.000648343 | Time: 15968.5 ms [2020-11-09 23:46:38 main:574] : INFO : Epoch 105 | loss: 0.000614364 | val_loss: 0.000619437 | Time: 15790.1 ms [2020-11-09 23:46:54 main:574] : INFO : Epoch 106 | loss: 0.000587652 | val_loss: 0.000593764 | Time: 15772.2 ms [2020-11-09 23:47:10 main:574] : INFO : Epoch 107 | loss: 0.000563082 | val_loss: 0.000566895 | Time: 16004 ms [2020-11-09 23:47:26 main:574] : INFO : Epoch 108 | loss: 0.000539278 | val_loss: 0.00054538 | Time: 16070.3 ms [2020-11-09 23:47:42 main:574] : INFO : Epoch 109 | loss: 0.000518196 | val_loss: 0.000521527 | Time: 15686.7 ms [2020-11-09 23:47:58 main:574] : INFO : Epoch 110 | loss: 0.000496064 | val_loss: 0.000502406 | Time: 15947.5 ms [2020-11-09 23:48:14 main:574] : INFO : Epoch 111 | loss: 0.000475906 | val_loss: 0.000481918 | Time: 15839 ms [2020-11-09 23:48:30 main:574] : INFO : Epoch 112 | loss: 0.000456269 | val_loss: 0.000461584 | Time: 16023.7 ms [2020-11-09 23:48:46 main:574] : INFO : Epoch 113 | loss: 0.000438486 | val_loss: 0.000443409 | Time: 15919.7 ms [2020-11-09 23:49:01 main:574] : INFO : Epoch 114 | loss: 0.000421702 | val_loss: 0.000424193 | Time: 15730.1 ms [2020-11-09 23:49:17 main:574] : INFO : Epoch 115 | loss: 0.000403771 | val_loss: 0.000408491 | Time: 15845.8 ms [2020-11-09 23:49:33 main:574] : INFO : Epoch 116 | loss: 0.000388887 | val_loss: 0.000393733 | Time: 15830.6 ms [2020-11-09 23:49:49 main:574] : INFO : Epoch 117 | loss: 0.000373374 | val_loss: 0.000378722 | Time: 15819.6 ms [2020-11-09 23:50:05 main:574] : INFO : Epoch 118 | loss: 0.000359581 | val_loss: 0.000368145 | Time: 15780.6 ms [2020-11-09 23:50:21 main:574] : INFO : Epoch 119 | loss: 0.00034635 | val_loss: 0.000350593 | Time: 15971.6 ms [2020-11-09 23:50:37 main:574] : INFO : Epoch 120 | loss: 0.000333677 | val_loss: 0.000338097 | Time: 15992.6 ms [2020-11-09 23:50:53 main:574] : INFO : Epoch 121 | loss: 0.000321029 | val_loss: 0.000326554 | Time: 15750.1 ms [2020-11-09 23:51:09 main:574] : INFO : Epoch 122 | loss: 0.000308995 | val_loss: 0.000314231 | Time: 15977.8 ms [2020-11-09 23:51:25 main:574] : INFO : Epoch 123 | loss: 0.000298234 | val_loss: 0.000302204 | Time: 15875.5 ms [2020-11-09 23:51:41 main:574] : INFO : Epoch 124 | loss: 0.000287892 | val_loss: 0.000294744 | Time: 15931.9 ms [2020-11-09 23:51:57 main:574] : INFO : Epoch 125 | loss: 0.000277321 | val_loss: 0.000282345 | Time: 15943.3 ms [2020-11-09 23:52:13 main:574] : INFO : Epoch 126 | loss: 0.000268757 | val_loss: 0.000271572 | Time: 15950.6 ms [2020-11-09 23:52:29 main:574] : INFO : Epoch 127 | loss: 0.000259226 | val_loss: 0.000265691 | Time: 15886.8 ms [2020-11-09 23:52:45 main:574] : INFO : Epoch 128 | loss: 0.000250332 | val_loss: 0.000256096 | Time: 15900.8 ms [2020-11-09 23:53:00 main:574] : INFO : Epoch 129 | loss: 0.00024237 | val_loss: 0.000246851 | Time: 15870.9 ms [2020-11-09 23:53:16 main:574] : INFO : Epoch 130 | loss: 0.000234462 | val_loss: 0.000239935 | Time: 15791.8 ms [2020-11-09 23:53:32 main:574] : INFO : Epoch 131 | loss: 0.000227404 | val_loss: 0.00023049 | Time: 15912.8 ms [2020-11-09 23:53:48 main:574] : INFO : Epoch 132 | loss: 0.000219462 | val_loss: 0.000222673 | Time: 15841.5 ms [2020-11-09 23:54:04 main:574] : INFO : Epoch 133 | loss: 0.000213258 | val_loss: 0.000215211 | Time: 15660.7 ms [2020-11-09 23:54:20 main:574] : INFO : Epoch 134 | loss: 0.000206882 | val_loss: 0.000209314 | Time: 15815.8 ms [2020-11-09 23:54:36 main:574] : INFO : Epoch 135 | loss: 0.000199809 | val_loss: 0.000204524 | Time: 15953.8 ms [2020-11-09 23:54:51 main:574] : INFO : Epoch 136 | loss: 0.000195138 | val_loss: 0.000198993 | Time: 15781.1 ms [2020-11-09 23:55:07 main:574] : INFO : Epoch 137 | loss: 0.00018907 | val_loss: 0.000191265 | Time: 15945.1 ms [2020-11-09 23:55:23 main:574] : INFO : Epoch 138 | loss: 0.000183801 | val_loss: 0.000186215 | Time: 15981.4 ms [2020-11-09 23:55:40 main:574] : INFO : Epoch 139 | loss: 0.000178229 | val_loss: 0.000183632 | Time: 16012.9 ms [2020-11-09 23:55:55 main:574] : INFO : Epoch 140 | loss: 0.00017332 | val_loss: 0.00017668 | Time: 15874 ms [2020-11-09 23:56:11 main:574] : INFO : Epoch 141 | loss: 0.000169147 | val_loss: 0.000171391 | Time: 15792.8 ms [2020-11-09 23:56:27 main:574] : INFO : Epoch 142 | loss: 0.000165042 | val_loss: 0.000166212 | Time: 15736.7 ms [2020-11-09 23:56:43 main:574] : INFO : Epoch 143 | loss: 0.000160596 | val_loss: 0.000161953 | Time: 15832.6 ms [2020-11-09 23:56:59 main:574] : INFO : Epoch 144 | loss: 0.000156535 | val_loss: 0.000160263 | Time: 15882.5 ms [2020-11-09 23:57:15 main:574] : INFO : Epoch 145 | loss: 0.000152894 | val_loss: 0.000154751 | Time: 15855.7 ms [2020-11-09 23:57:31 main:574] : INFO : Epoch 146 | loss: 0.000148423 | val_loss: 0.000150847 | Time: 15788.5 ms [2020-11-09 23:57:46 main:574] : INFO : Epoch 147 | loss: 0.000145436 | val_loss: 0.000149027 | Time: 15723.6 ms [2020-11-09 23:58:02 main:574] : INFO : Epoch 148 | loss: 0.00014186 | val_loss: 0.000144614 | Time: 15715.7 ms [2020-11-09 23:58:18 main:574] : INFO : Epoch 149 | loss: 0.00013861 | val_loss: 0.000142166 | Time: 16081.3 ms [2020-11-09 23:58:34 main:574] : INFO : Epoch 150 | loss: 0.000135671 | val_loss: 0.0001378 | Time: 15944.3 ms [2020-11-09 23:58:50 main:574] : INFO : Epoch 151 | loss: 0.000131794 | val_loss: 0.000136393 | Time: 15860.3 ms [2020-11-09 23:59:06 main:574] : INFO : Epoch 152 | loss: 0.00012977 | val_loss: 0.000131538 | Time: 15809.4 ms [2020-11-09 23:59:22 main:574] : INFO : Epoch 153 | loss: 0.000126742 | val_loss: 0.000129398 | Time: 15962.8 ms [2020-11-09 23:59:38 main:574] : INFO : Epoch 154 | loss: 0.000124201 | val_loss: 0.000126783 | Time: 15962.6 ms [2020-11-09 23:59:54 main:574] : INFO : Epoch 155 | loss: 0.000121219 | val_loss: 0.00012399 | Time: 15881.4 ms [2020-11-10 00:00:10 main:574] : INFO : Epoch 156 | loss: 0.000119204 | val_loss: 0.000122835 | Time: 15812 ms [2020-11-10 00:00:26 main:574] : INFO : Epoch 157 | loss: 0.000116408 | val_loss: 0.000117815 | Time: 15950.9 ms [2020-11-10 00:00:42 main:574] : INFO : Epoch 158 | loss: 0.000113516 | val_loss: 0.000116457 | Time: 15894.3 ms [2020-11-10 00:00:58 main:574] : INFO : Epoch 159 | loss: 0.000111684 | val_loss: 0.000114202 | Time: 16019.1 ms [2020-11-10 00:01:13 main:574] : INFO : Epoch 160 | loss: 0.000109216 | val_loss: 0.000112211 | Time: 15750.4 ms [2020-11-10 00:01:29 main:574] : INFO : Epoch 161 | loss: 0.000107896 | val_loss: 0.000111432 | Time: 15705.3 ms [2020-11-10 00:01:45 main:574] : INFO : Epoch 162 | loss: 0.000105727 | val_loss: 0.000108484 | Time: 15792.3 ms [2020-11-10 00:02:01 main:574] : INFO : Epoch 163 | loss: 0.000103165 | val_loss: 0.000106115 | Time: 15745 ms [2020-11-10 00:02:17 main:574] : INFO : Epoch 164 | loss: 0.000102355 | val_loss: 0.000104381 | Time: 15882.3 ms [2020-11-10 00:02:33 main:574] : INFO : Epoch 165 | loss: 9.92643e-05 | val_loss: 0.00010294 | Time: 15890 ms [2020-11-10 00:02:49 main:574] : INFO : Epoch 166 | loss: 9.83173e-05 | val_loss: 0.000100144 | Time: 15962.3 ms [2020-11-10 00:03:05 main:574] : INFO : Epoch 167 | loss: 9.64033e-05 | val_loss: 9.85877e-05 | Time: 15888.3 ms [2020-11-10 00:03:21 main:574] : INFO : Epoch 168 | loss: 9.44705e-05 | val_loss: 9.83021e-05 | Time: 15854.1 ms [2020-11-10 00:03:36 main:574] : INFO : Epoch 169 | loss: 9.26343e-05 | val_loss: 9.58835e-05 | Time: 15905.6 ms [2020-11-10 00:03:53 main:574] : INFO : Epoch 170 | loss: 9.17316e-05 | val_loss: 9.51919e-05 | Time: 16017.8 ms [2020-11-10 00:04:09 main:574] : INFO : Epoch 171 | loss: 8.96002e-05 | val_loss: 9.23747e-05 | Time: 15950.6 ms [2020-11-10 00:04:25 main:574] : INFO : Epoch 172 | loss: 8.83406e-05 | val_loss: 9.0572e-05 | Time: 15953.3 ms [2020-11-10 00:04:40 main:574] : INFO : Epoch 173 | loss: 8.74757e-05 | val_loss: 8.86085e-05 | Time: 15728.7 ms [2020-11-10 00:04:56 main:574] : INFO : Epoch 174 | loss: 8.53331e-05 | val_loss: 8.8198e-05 | Time: 15963.3 ms [2020-11-10 00:05:12 main:574] : INFO : Epoch 175 | loss: 8.44333e-05 | val_loss: 8.62687e-05 | Time: 15914 ms [2020-11-10 00:05:28 main:574] : INFO : Epoch 176 | loss: 8.26356e-05 | val_loss: 8.50773e-05 | Time: 15828.5 ms [2020-11-10 00:05:44 main:574] : INFO : Epoch 177 | loss: 8.13746e-05 | val_loss: 8.41782e-05 | Time: 15824.7 ms [2020-11-10 00:06:00 main:574] : INFO : Epoch 178 | loss: 8.01375e-05 | val_loss: 8.45519e-05 | Time: 15956.2 ms [2020-11-10 00:06:16 main:574] : INFO : Epoch 179 | loss: 7.90742e-05 | val_loss: 8.16958e-05 | Time: 15724.6 ms [2020-11-10 00:06:32 main:574] : INFO : Epoch 180 | loss: 7.78965e-05 | val_loss: 8.04186e-05 | Time: 15868.7 ms [2020-11-10 00:06:48 main:574] : INFO : Epoch 181 | loss: 7.67548e-05 | val_loss: 8.00275e-05 | Time: 16072.2 ms [2020-11-10 00:07:04 main:574] : INFO : Epoch 182 | loss: 7.55009e-05 | val_loss: 7.79867e-05 | Time: 15814.9 ms [2020-11-10 00:07:20 main:574] : INFO : Epoch 183 | loss: 7.45922e-05 | val_loss: 7.78437e-05 | Time: 15861.9 ms [2020-11-10 00:07:36 main:574] : INFO : Epoch 184 | loss: 7.37269e-05 | val_loss: 7.57712e-05 | Time: 16079.1 ms [2020-11-10 00:07:52 main:574] : INFO : Epoch 185 | loss: 7.22277e-05 | val_loss: 7.36047e-05 | Time: 16119 ms [2020-11-10 00:08:08 main:574] : INFO : Epoch 186 | loss: 7.15606e-05 | val_loss: 7.30041e-05 | Time: 15920.2 ms [2020-11-10 00:08:24 main:574] : INFO : Epoch 187 | loss: 7.00568e-05 | val_loss: 7.3621e-05 | Time: 15903 ms [2020-11-10 00:08:40 main:574] : INFO : Epoch 188 | loss: 6.93455e-05 | val_loss: 7.23371e-05 | Time: 16107.5 ms [2020-11-10 00:08:56 main:574] : INFO : Epoch 189 | loss: 6.84941e-05 | val_loss: 7.26796e-05 | Time: 15906.8 ms [2020-11-10 00:09:12 main:574] : INFO : Epoch 190 | loss: 6.73742e-05 | val_loss: 6.95304e-05 | Time: 15969.3 ms [2020-11-10 00:09:28 main:574] : INFO : Epoch 191 | loss: 6.65078e-05 | val_loss: 6.96629e-05 | Time: 15801.2 ms [2020-11-10 00:09:44 main:574] : INFO : Epoch 192 | loss: 6.58734e-05 | val_loss: 6.70772e-05 | Time: 15994.9 ms [2020-11-10 00:09:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 6.70772e-05 [2020-11-10 00:09:44 main:603] : INFO : Saving end state to config to file [2020-11-10 00:09:44 main:608] : INFO : Success, exiting.. 00:09:44 (7052): 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)