Task 2868263
| Name | rand_automata_0004-1605109696-16465-0_0 |
| Workunit | 1293834 |
| Created | 11 Nov 2020, 15:48:20 UTC |
| Sent | 11 Nov 2020, 21:54:27 UTC |
| Report deadline | 19 Nov 2020, 21:54:27 UTC |
| Received | 12 Nov 2020, 5:29:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4439 |
| Run time | 50 min 27 sec |
| CPU time | 50 min 5 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,476.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 2.53 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-11 23:38:26 main:435] : INFO : Set logging level to 1 [2020-11-11 23:38:26 main:441] : INFO : Running in BOINC Client mode [2020-11-11 23:38:26 main:444] : INFO : Resolving all filenames [2020-11-11 23:38:26 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0004-train-val-dataset.hdf5 (exists = 1) [2020-11-11 23:38:26 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0004-1605109696-16465-0_0_r1070677075_1 (exists = 0) [2020-11-11 23:38:26 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0004-1605109696-16465-0_0_r1070677075_0 (exists = 0) [2020-11-11 23:38:26 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-11 23:38:26 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 23:38:26 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0004-train-val-dataset.hdf5 [2020-11-11 23:38:26 main:474] : INFO : Configuration: [2020-11-11 23:38:26 main:475] : INFO : Model type: LSTM [2020-11-11 23:38:26 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 23:38:26 main:477] : INFO : Max Epochs: 192 [2020-11-11 23:38:26 main:478] : INFO : Batch Size: 32 [2020-11-11 23:38:26 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 23:38:26 main:480] : INFO : Patience: 10 [2020-11-11 23:38:26 main:481] : INFO : Hidden Width: 64 [2020-11-11 23:38:26 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 23:38:26 main:483] : INFO : # Backend Layers: 2 [2020-11-11 23:38:26 main:484] : INFO : # Threads: 1 [2020-11-11 23:38:26 main:486] : INFO : Preparing Dataset [2020-11-11 23:38:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0004-train-val-dataset.hdf5 into memory [2020-11-11 23:38:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0004-train-val-dataset.hdf5 into memory [2020-11-11 23:38:28 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 23:38:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0004-train-val-dataset.hdf5 into memory [2020-11-11 23:38:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0004-train-val-dataset.hdf5 into memory [2020-11-11 23:38:28 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 23:38:28 main:494] : INFO : Creating Model [2020-11-11 23:38:28 main:507] : INFO : Preparing config file [2020-11-11 23:38:28 main:519] : INFO : Creating new config file [2020-11-11 23:38:29 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 23:38:29 main:562] : INFO : Starting Training [2020-11-11 23:38:45 main:574] : INFO : Epoch 1 | loss: 0.0656426 | val_loss: 0.0654148 | Time: 15946.3 ms [2020-11-11 23:39:00 main:574] : INFO : Epoch 2 | loss: 0.0640853 | val_loss: 0.062539 | Time: 15707.4 ms [2020-11-11 23:39:16 main:574] : INFO : Epoch 3 | loss: 0.060851 | val_loss: 0.0593838 | Time: 15733.3 ms [2020-11-11 23:39:32 main:574] : INFO : Epoch 4 | loss: 0.0580145 | val_loss: 0.0569745 | Time: 15699.9 ms [2020-11-11 23:39:47 main:574] : INFO : Epoch 5 | loss: 0.0561297 | val_loss: 0.0556244 | Time: 15700.8 ms [2020-11-11 23:40:03 main:574] : INFO : Epoch 6 | loss: 0.0547521 | val_loss: 0.0543225 | Time: 15698.6 ms [2020-11-11 23:40:19 main:574] : INFO : Epoch 7 | loss: 0.0535132 | val_loss: 0.0533253 | Time: 15738.2 ms [2020-11-11 23:40:34 main:574] : INFO : Epoch 8 | loss: 0.0522865 | val_loss: 0.0519024 | Time: 15588.4 ms [2020-11-11 23:40:50 main:574] : INFO : Epoch 9 | loss: 0.0509931 | val_loss: 0.0508079 | Time: 15577.6 ms [2020-11-11 23:41:06 main:574] : INFO : Epoch 10 | loss: 0.0495785 | val_loss: 0.0493067 | Time: 15574.9 ms [2020-11-11 23:41:21 main:574] : INFO : Epoch 11 | loss: 0.0479543 | val_loss: 0.0475372 | Time: 15730.8 ms [2020-11-11 23:41:37 main:574] : INFO : Epoch 12 | loss: 0.0459833 | val_loss: 0.0456501 | Time: 15726.7 ms [2020-11-11 23:41:53 main:574] : INFO : Epoch 13 | loss: 0.043764 | val_loss: 0.0437559 | Time: 15724.4 ms [2020-11-11 23:42:09 main:574] : INFO : Epoch 14 | loss: 0.0412625 | val_loss: 0.0408485 | Time: 15733.7 ms [2020-11-11 23:42:24 main:574] : INFO : Epoch 15 | loss: 0.0384304 | val_loss: 0.0383697 | Time: 15748.5 ms [2020-11-11 23:42:40 main:574] : INFO : Epoch 16 | loss: 0.0357649 | val_loss: 0.0354149 | Time: 15725.3 ms [2020-11-11 23:42:56 main:574] : INFO : Epoch 17 | loss: 0.0331383 | val_loss: 0.0328426 | Time: 15720.7 ms [2020-11-11 23:43:12 main:574] : INFO : Epoch 18 | loss: 0.0302888 | val_loss: 0.0310414 | Time: 15710.3 ms [2020-11-11 23:43:27 main:574] : INFO : Epoch 19 | loss: 0.0281723 | val_loss: 0.0288219 | Time: 15732.1 ms [2020-11-11 23:43:43 main:574] : INFO : Epoch 20 | loss: 0.0280477 | val_loss: 0.0273983 | Time: 15718.8 ms [2020-11-11 23:43:59 main:574] : INFO : Epoch 21 | loss: 0.0246969 | val_loss: 0.0274916 | Time: 15726.2 ms [2020-11-11 23:44:15 main:574] : INFO : Epoch 22 | loss: 0.0235449 | val_loss: 0.0293496 | Time: 15743 ms [2020-11-11 23:44:30 main:574] : INFO : Epoch 23 | loss: 0.0408184 | val_loss: 0.0588818 | Time: 15735.7 ms [2020-11-11 23:44:46 main:574] : INFO : Epoch 24 | loss: 0.0565556 | val_loss: 0.0544996 | Time: 15711.6 ms [2020-11-11 23:45:02 main:574] : INFO : Epoch 25 | loss: 0.0509229 | val_loss: 0.0468054 | Time: 15722.5 ms [2020-11-11 23:45:17 main:574] : INFO : Epoch 26 | loss: 0.0377803 | val_loss: 0.0304792 | Time: 15710.5 ms [2020-11-11 23:45:33 main:574] : INFO : Epoch 27 | loss: 0.0250153 | val_loss: 0.0223455 | Time: 15722.3 ms [2020-11-11 23:45:49 main:574] : INFO : Epoch 28 | loss: 0.021732 | val_loss: 0.0188935 | Time: 15716.3 ms [2020-11-11 23:46:05 main:574] : INFO : Epoch 29 | loss: 0.0185091 | val_loss: 0.0223512 | Time: 15728.9 ms [2020-11-11 23:46:20 main:574] : INFO : Epoch 30 | loss: 0.0184539 | val_loss: 0.0172896 | Time: 15725.8 ms [2020-11-11 23:46:36 main:574] : INFO : Epoch 31 | loss: 0.0188014 | val_loss: 0.018492 | Time: 15721.6 ms [2020-11-11 23:46:52 main:574] : INFO : Epoch 32 | loss: 0.0176325 | val_loss: 0.0177511 | Time: 15718.9 ms [2020-11-11 23:47:08 main:574] : INFO : Epoch 33 | loss: 0.0148699 | val_loss: 0.0148069 | Time: 15721 ms [2020-11-11 23:47:23 main:574] : INFO : Epoch 34 | loss: 0.0309525 | val_loss: 0.0589046 | Time: 15714.2 ms [2020-11-11 23:47:39 main:574] : INFO : Epoch 35 | loss: 0.0560406 | val_loss: 0.0534231 | Time: 15714.4 ms [2020-11-11 23:47:55 main:574] : INFO : Epoch 36 | loss: 0.0473216 | val_loss: 0.0384326 | Time: 15741 ms [2020-11-11 23:48:11 main:574] : INFO : Epoch 37 | loss: 0.0312131 | val_loss: 0.0246482 | Time: 15727.5 ms [2020-11-11 23:48:26 main:574] : INFO : Epoch 38 | loss: 0.0188223 | val_loss: 0.0159907 | Time: 15748.6 ms [2020-11-11 23:48:42 main:574] : INFO : Epoch 39 | loss: 0.0347825 | val_loss: 0.0266118 | Time: 15711.2 ms [2020-11-11 23:48:58 main:574] : INFO : Epoch 40 | loss: 0.0192347 | val_loss: 0.0155598 | Time: 15722.8 ms [2020-11-11 23:49:14 main:574] : INFO : Epoch 41 | loss: 0.0240237 | val_loss: 0.0182716 | Time: 15720.7 ms [2020-11-11 23:49:29 main:574] : INFO : Epoch 42 | loss: 0.0153677 | val_loss: 0.0397856 | Time: 15748.2 ms [2020-11-11 23:49:45 main:574] : INFO : Epoch 43 | loss: 0.0233221 | val_loss: 0.0173406 | Time: 15753.1 ms [2020-11-11 23:50:01 main:574] : INFO : Epoch 44 | loss: 0.0136903 | val_loss: 0.0160938 | Time: 15708.3 ms [2020-11-11 23:50:17 main:574] : INFO : Epoch 45 | loss: 0.0281427 | val_loss: 0.0145049 | Time: 15726.6 ms [2020-11-11 23:50:32 main:574] : INFO : Epoch 46 | loss: 0.0117376 | val_loss: 0.0115053 | Time: 15723.5 ms [2020-11-11 23:50:48 main:574] : INFO : Epoch 47 | loss: 0.0149444 | val_loss: 0.0135338 | Time: 15727.3 ms [2020-11-11 23:51:04 main:574] : INFO : Epoch 48 | loss: 0.0125805 | val_loss: 0.0166237 | Time: 15721.3 ms [2020-11-11 23:51:19 main:574] : INFO : Epoch 49 | loss: 0.0111384 | val_loss: 0.0252105 | Time: 15707.3 ms [2020-11-11 23:51:35 main:574] : INFO : Epoch 50 | loss: 0.0215965 | val_loss: 0.01267 | Time: 15738.6 ms [2020-11-11 23:51:51 main:574] : INFO : Epoch 51 | loss: 0.010928 | val_loss: 0.0113357 | Time: 15739.1 ms [2020-11-11 23:52:07 main:574] : INFO : Epoch 52 | loss: 0.00936377 | val_loss: 0.00944979 | Time: 15705.5 ms [2020-11-11 23:52:22 main:574] : INFO : Epoch 53 | loss: 0.00831348 | val_loss: 0.00882146 | Time: 15736.7 ms [2020-11-11 23:52:38 main:574] : INFO : Epoch 54 | loss: 0.00795019 | val_loss: 0.00849612 | Time: 15713.4 ms [2020-11-11 23:52:54 main:574] : INFO : Epoch 55 | loss: 0.00774836 | val_loss: 0.00845979 | Time: 15735.2 ms [2020-11-11 23:53:10 main:574] : INFO : Epoch 56 | loss: 0.00746597 | val_loss: 0.00767538 | Time: 15710.1 ms [2020-11-11 23:53:25 main:574] : INFO : Epoch 57 | loss: 0.00714081 | val_loss: 0.00742722 | Time: 15737.9 ms [2020-11-11 23:53:41 main:574] : INFO : Epoch 58 | loss: 0.00691773 | val_loss: 0.00739827 | Time: 15704.7 ms [2020-11-11 23:53:57 main:574] : INFO : Epoch 59 | loss: 0.00673324 | val_loss: 0.00700074 | Time: 15729.7 ms [2020-11-11 23:54:13 main:574] : INFO : Epoch 60 | loss: 0.00653089 | val_loss: 0.00686135 | Time: 15727.8 ms [2020-11-11 23:54:28 main:574] : INFO : Epoch 61 | loss: 0.00634466 | val_loss: 0.00661546 | Time: 15732.7 ms [2020-11-11 23:54:44 main:574] : INFO : Epoch 62 | loss: 0.00617614 | val_loss: 0.00646818 | Time: 15704.4 ms [2020-11-11 23:55:00 main:574] : INFO : Epoch 63 | loss: 0.00601037 | val_loss: 0.00627271 | Time: 15719.6 ms [2020-11-11 23:55:15 main:574] : INFO : Epoch 64 | loss: 0.00586165 | val_loss: 0.00611941 | Time: 15704.2 ms [2020-11-11 23:55:31 main:574] : INFO : Epoch 65 | loss: 0.00569283 | val_loss: 0.00607521 | Time: 15737.5 ms [2020-11-11 23:55:47 main:574] : INFO : Epoch 66 | loss: 0.00553347 | val_loss: 0.00580667 | Time: 15712 ms [2020-11-11 23:56:03 main:574] : INFO : Epoch 67 | loss: 0.00537936 | val_loss: 0.00561422 | Time: 15721.6 ms [2020-11-11 23:56:19 main:574] : INFO : Epoch 68 | loss: 0.00520023 | val_loss: 0.0053831 | Time: 15961 ms [2020-11-11 23:56:35 main:574] : INFO : Epoch 69 | loss: 0.00504637 | val_loss: 0.00524765 | Time: 16287.4 ms [2020-11-11 23:56:51 main:574] : INFO : Epoch 70 | loss: 0.0048969 | val_loss: 0.00508294 | Time: 15693.5 ms [2020-11-11 23:57:06 main:574] : INFO : Epoch 71 | loss: 0.00474716 | val_loss: 0.00492189 | Time: 15716.1 ms [2020-11-11 23:57:22 main:574] : INFO : Epoch 72 | loss: 0.00459979 | val_loss: 0.00476905 | Time: 15733.2 ms [2020-11-11 23:57:38 main:574] : INFO : Epoch 73 | loss: 0.00445471 | val_loss: 0.00458903 | Time: 15676.3 ms [2020-11-11 23:57:54 main:574] : INFO : Epoch 74 | loss: 0.0043109 | val_loss: 0.00445274 | Time: 15710.4 ms [2020-11-11 23:58:09 main:574] : INFO : Epoch 75 | loss: 0.0041695 | val_loss: 0.0042935 | Time: 15702.3 ms [2020-11-11 23:58:25 main:574] : INFO : Epoch 76 | loss: 0.00402589 | val_loss: 0.00414584 | Time: 15712.9 ms [2020-11-11 23:58:41 main:574] : INFO : Epoch 77 | loss: 0.00388964 | val_loss: 0.00399334 | Time: 15700.9 ms [2020-11-11 23:58:56 main:574] : INFO : Epoch 78 | loss: 0.0037456 | val_loss: 0.00384082 | Time: 15722.1 ms [2020-11-11 23:59:12 main:574] : INFO : Epoch 79 | loss: 0.00361009 | val_loss: 0.00369446 | Time: 15729 ms [2020-11-11 23:59:28 main:574] : INFO : Epoch 80 | loss: 0.00348162 | val_loss: 0.0035511 | Time: 15718.5 ms [2020-11-11 23:59:44 main:574] : INFO : Epoch 81 | loss: 0.00334648 | val_loss: 0.00337402 | Time: 15695.8 ms [2020-11-11 23:59:59 main:574] : INFO : Epoch 82 | loss: 0.00321502 | val_loss: 0.00324562 | Time: 15687.9 ms [2020-11-12 00:00:15 main:574] : INFO : Epoch 83 | loss: 0.00308928 | val_loss: 0.00309937 | Time: 15708.2 ms [2020-11-12 00:00:31 main:574] : INFO : Epoch 84 | loss: 0.00296516 | val_loss: 0.00297678 | Time: 15749.3 ms [2020-11-12 00:00:47 main:574] : INFO : Epoch 85 | loss: 0.00284507 | val_loss: 0.00284057 | Time: 15712.7 ms [2020-11-12 00:01:02 main:574] : INFO : Epoch 86 | loss: 0.00272634 | val_loss: 0.00271582 | Time: 15731.2 ms [2020-11-12 00:01:18 main:574] : INFO : Epoch 87 | loss: 0.00261237 | val_loss: 0.00260177 | Time: 15737.2 ms [2020-11-12 00:01:34 main:574] : INFO : Epoch 88 | loss: 0.00250078 | val_loss: 0.0024874 | Time: 15706.3 ms [2020-11-12 00:01:49 main:574] : INFO : Epoch 89 | loss: 0.00239335 | val_loss: 0.00237726 | Time: 15706.1 ms [2020-11-12 00:02:05 main:574] : INFO : Epoch 90 | loss: 0.00228943 | val_loss: 0.00226995 | Time: 15709.6 ms [2020-11-12 00:02:21 main:574] : INFO : Epoch 91 | loss: 0.00218709 | val_loss: 0.0021686 | Time: 15712.4 ms [2020-11-12 00:02:37 main:574] : INFO : Epoch 92 | loss: 0.00208937 | val_loss: 0.00206839 | Time: 15740.3 ms [2020-11-12 00:02:52 main:574] : INFO : Epoch 93 | loss: 0.0019954 | val_loss: 0.00197463 | Time: 15713.3 ms [2020-11-12 00:03:08 main:574] : INFO : Epoch 94 | loss: 0.00190399 | val_loss: 0.00188209 | Time: 15686.9 ms [2020-11-12 00:03:24 main:574] : INFO : Epoch 95 | loss: 0.00181633 | val_loss: 0.00179557 | Time: 15711.6 ms [2020-11-12 00:03:40 main:574] : INFO : Epoch 96 | loss: 0.00173211 | val_loss: 0.00171122 | Time: 15709.3 ms [2020-11-12 00:03:55 main:574] : INFO : Epoch 97 | loss: 0.00165142 | val_loss: 0.00162942 | Time: 15705.2 ms [2020-11-12 00:04:11 main:574] : INFO : Epoch 98 | loss: 0.00157335 | val_loss: 0.00155232 | Time: 15718 ms [2020-11-12 00:04:27 main:574] : INFO : Epoch 99 | loss: 0.00149853 | val_loss: 0.00147884 | Time: 15763.3 ms [2020-11-12 00:04:42 main:574] : INFO : Epoch 100 | loss: 0.00142717 | val_loss: 0.00140807 | Time: 15719.2 ms [2020-11-12 00:04:58 main:574] : INFO : Epoch 101 | loss: 0.001359 | val_loss: 0.00134051 | Time: 15705.1 ms [2020-11-12 00:05:14 main:574] : INFO : Epoch 102 | loss: 0.00129476 | val_loss: 0.00127703 | Time: 15732.5 ms [2020-11-12 00:05:30 main:574] : INFO : Epoch 103 | loss: 0.00123234 | val_loss: 0.00121529 | Time: 15712.2 ms [2020-11-12 00:05:45 main:574] : INFO : Epoch 104 | loss: 0.00117332 | val_loss: 0.00115657 | Time: 15702.8 ms [2020-11-12 00:06:01 main:574] : INFO : Epoch 105 | loss: 0.0011171 | val_loss: 0.00110216 | Time: 15714.1 ms [2020-11-12 00:06:17 main:574] : INFO : Epoch 106 | loss: 0.00106341 | val_loss: 0.00104764 | Time: 15741.3 ms [2020-11-12 00:06:33 main:574] : INFO : Epoch 107 | loss: 0.0010126 | val_loss: 0.00099881 | Time: 15760.7 ms [2020-11-12 00:06:48 main:574] : INFO : Epoch 108 | loss: 0.000964136 | val_loss: 0.00095132 | Time: 15711.8 ms [2020-11-12 00:07:04 main:574] : INFO : Epoch 109 | loss: 0.000917939 | val_loss: 0.000905427 | Time: 15705.9 ms [2020-11-12 00:07:20 main:574] : INFO : Epoch 110 | loss: 0.000874149 | val_loss: 0.000862245 | Time: 15708 ms [2020-11-12 00:07:36 main:574] : INFO : Epoch 111 | loss: 0.000831663 | val_loss: 0.000820498 | Time: 15715.4 ms [2020-11-12 00:07:51 main:574] : INFO : Epoch 112 | loss: 0.000791836 | val_loss: 0.000782389 | Time: 15700.8 ms [2020-11-12 00:08:07 main:574] : INFO : Epoch 113 | loss: 0.000753503 | val_loss: 0.000743998 | Time: 15714.5 ms [2020-11-12 00:08:23 main:574] : INFO : Epoch 114 | loss: 0.000717276 | val_loss: 0.00070886 | Time: 15747.3 ms [2020-11-12 00:08:38 main:574] : INFO : Epoch 115 | loss: 0.000683217 | val_loss: 0.000674983 | Time: 15717.3 ms [2020-11-12 00:08:54 main:574] : INFO : Epoch 116 | loss: 0.000649831 | val_loss: 0.000643003 | Time: 15715.7 ms [2020-11-12 00:09:10 main:574] : INFO : Epoch 117 | loss: 0.000618798 | val_loss: 0.000611784 | Time: 15708.7 ms [2020-11-12 00:09:26 main:574] : INFO : Epoch 118 | loss: 0.000589391 | val_loss: 0.000582435 | Time: 15715.9 ms [2020-11-12 00:09:41 main:574] : INFO : Epoch 119 | loss: 0.000561642 | val_loss: 0.000555925 | Time: 15723.2 ms [2020-11-12 00:09:57 main:574] : INFO : Epoch 120 | loss: 0.000534703 | val_loss: 0.000528474 | Time: 15719.6 ms [2020-11-12 00:10:13 main:574] : INFO : Epoch 121 | loss: 0.000509073 | val_loss: 0.000503315 | Time: 15724.3 ms [2020-11-12 00:10:29 main:574] : INFO : Epoch 122 | loss: 0.000484872 | val_loss: 0.000479182 | Time: 15734.4 ms [2020-11-12 00:10:44 main:574] : INFO : Epoch 123 | loss: 0.000462661 | val_loss: 0.000457105 | Time: 15729.2 ms [2020-11-12 00:11:00 main:574] : INFO : Epoch 124 | loss: 0.000440159 | val_loss: 0.000435856 | Time: 15718 ms [2020-11-12 00:11:16 main:574] : INFO : Epoch 125 | loss: 0.00041968 | val_loss: 0.000414911 | Time: 15762.5 ms [2020-11-12 00:11:32 main:574] : INFO : Epoch 126 | loss: 0.00040023 | val_loss: 0.000396134 | Time: 15739.1 ms [2020-11-12 00:11:47 main:574] : INFO : Epoch 127 | loss: 0.00038183 | val_loss: 0.000377099 | Time: 15764.2 ms [2020-11-12 00:12:03 main:574] : INFO : Epoch 128 | loss: 0.000364511 | val_loss: 0.000359225 | Time: 15751.6 ms [2020-11-12 00:12:19 main:574] : INFO : Epoch 129 | loss: 0.000347428 | val_loss: 0.000342322 | Time: 15757.1 ms [2020-11-12 00:12:35 main:574] : INFO : Epoch 130 | loss: 0.000331622 | val_loss: 0.000327018 | Time: 15738.3 ms [2020-11-12 00:12:50 main:574] : INFO : Epoch 131 | loss: 0.000316762 | val_loss: 0.000312971 | Time: 15761.1 ms [2020-11-12 00:13:06 main:574] : INFO : Epoch 132 | loss: 0.000302618 | val_loss: 0.000298724 | Time: 15734 ms [2020-11-12 00:13:22 main:574] : INFO : Epoch 133 | loss: 0.000289102 | val_loss: 0.000284867 | Time: 15687.5 ms [2020-11-12 00:13:38 main:574] : INFO : Epoch 134 | loss: 0.000276263 | val_loss: 0.000272417 | Time: 15596.9 ms [2020-11-12 00:13:53 main:574] : INFO : Epoch 135 | loss: 0.000264671 | val_loss: 0.000260252 | Time: 15608.4 ms [2020-11-12 00:14:09 main:574] : INFO : Epoch 136 | loss: 0.00025281 | val_loss: 0.000251318 | Time: 15584.6 ms [2020-11-12 00:14:24 main:574] : INFO : Epoch 137 | loss: 0.000242168 | val_loss: 0.000240205 | Time: 15586.6 ms [2020-11-12 00:14:40 main:574] : INFO : Epoch 138 | loss: 0.000232123 | val_loss: 0.000228608 | Time: 15574.6 ms [2020-11-12 00:14:56 main:574] : INFO : Epoch 139 | loss: 0.000221782 | val_loss: 0.000218887 | Time: 15588.3 ms [2020-11-12 00:15:11 main:574] : INFO : Epoch 140 | loss: 0.000212137 | val_loss: 0.000209389 | Time: 15574.3 ms [2020-11-12 00:15:27 main:574] : INFO : Epoch 141 | loss: 0.000203154 | val_loss: 0.000201735 | Time: 15588.7 ms [2020-11-12 00:15:42 main:574] : INFO : Epoch 142 | loss: 0.000194525 | val_loss: 0.000192084 | Time: 15612.1 ms [2020-11-12 00:15:58 main:574] : INFO : Epoch 143 | loss: 0.00018661 | val_loss: 0.000184426 | Time: 15569.2 ms [2020-11-12 00:16:13 main:574] : INFO : Epoch 144 | loss: 0.000179146 | val_loss: 0.000176882 | Time: 15573.1 ms [2020-11-12 00:16:29 main:574] : INFO : Epoch 145 | loss: 0.00017223 | val_loss: 0.000170006 | Time: 15586.7 ms [2020-11-12 00:16:45 main:574] : INFO : Epoch 146 | loss: 0.000165466 | val_loss: 0.000164593 | Time: 15595 ms [2020-11-12 00:17:00 main:574] : INFO : Epoch 147 | loss: 0.000159122 | val_loss: 0.000157275 | Time: 15564.3 ms [2020-11-12 00:17:16 main:574] : INFO : Epoch 148 | loss: 0.000153259 | val_loss: 0.000152606 | Time: 15577.4 ms [2020-11-12 00:17:31 main:574] : INFO : Epoch 149 | loss: 0.000147428 | val_loss: 0.000146216 | Time: 15571.7 ms [2020-11-12 00:17:47 main:574] : INFO : Epoch 150 | loss: 0.000142307 | val_loss: 0.000140901 | Time: 15574.7 ms [2020-11-12 00:18:03 main:574] : INFO : Epoch 151 | loss: 0.000137385 | val_loss: 0.000135838 | Time: 15602.1 ms [2020-11-12 00:18:18 main:574] : INFO : Epoch 152 | loss: 0.000132426 | val_loss: 0.000131814 | Time: 15560.8 ms [2020-11-12 00:18:34 main:574] : INFO : Epoch 153 | loss: 0.000127791 | val_loss: 0.000126444 | Time: 15581.9 ms [2020-11-12 00:18:49 main:574] : INFO : Epoch 154 | loss: 0.000123543 | val_loss: 0.000123497 | Time: 15599.4 ms [2020-11-12 00:19:05 main:574] : INFO : Epoch 155 | loss: 0.000119512 | val_loss: 0.000118868 | Time: 15579.8 ms [2020-11-12 00:19:21 main:574] : INFO : Epoch 156 | loss: 0.000115534 | val_loss: 0.000114547 | Time: 15557.4 ms [2020-11-12 00:19:36 main:574] : INFO : Epoch 157 | loss: 0.000111698 | val_loss: 0.000111336 | Time: 15591.8 ms [2020-11-12 00:19:52 main:574] : INFO : Epoch 158 | loss: 0.000108256 | val_loss: 0.000107108 | Time: 15589.9 ms [2020-11-12 00:20:07 main:574] : INFO : Epoch 159 | loss: 0.000105008 | val_loss: 0.000104626 | Time: 15569.7 ms [2020-11-12 00:20:23 main:574] : INFO : Epoch 160 | loss: 0.000101584 | val_loss: 9.99156e-05 | Time: 15599.1 ms [2020-11-12 00:20:39 main:574] : INFO : Epoch 161 | loss: 9.83113e-05 | val_loss: 9.8538e-05 | Time: 15568.9 ms [2020-11-12 00:20:54 main:574] : INFO : Epoch 162 | loss: 9.59686e-05 | val_loss: 9.54839e-05 | Time: 15588.1 ms [2020-11-12 00:21:10 main:574] : INFO : Epoch 163 | loss: 9.28483e-05 | val_loss: 9.25447e-05 | Time: 15576.5 ms [2020-11-12 00:21:25 main:574] : INFO : Epoch 164 | loss: 8.99357e-05 | val_loss: 8.99445e-05 | Time: 15585.6 ms [2020-11-12 00:21:41 main:574] : INFO : Epoch 165 | loss: 8.7526e-05 | val_loss: 8.72816e-05 | Time: 15587.4 ms [2020-11-12 00:21:57 main:574] : INFO : Epoch 166 | loss: 8.53853e-05 | val_loss: 8.53281e-05 | Time: 15581.5 ms [2020-11-12 00:22:12 main:574] : INFO : Epoch 167 | loss: 8.29265e-05 | val_loss: 8.29993e-05 | Time: 15560 ms [2020-11-12 00:22:28 main:574] : INFO : Epoch 168 | loss: 8.03269e-05 | val_loss: 8.0133e-05 | Time: 15618.2 ms [2020-11-12 00:22:43 main:574] : INFO : Epoch 169 | loss: 7.83834e-05 | val_loss: 7.75791e-05 | Time: 15590.2 ms [2020-11-12 00:22:59 main:574] : INFO : Epoch 170 | loss: 7.61655e-05 | val_loss: 7.68597e-05 | Time: 15615.7 ms [2020-11-12 00:23:15 main:574] : INFO : Epoch 171 | loss: 7.47077e-05 | val_loss: 7.46322e-05 | Time: 15567.3 ms [2020-11-12 00:23:30 main:574] : INFO : Epoch 172 | loss: 7.26471e-05 | val_loss: 7.24728e-05 | Time: 15582.2 ms [2020-11-12 00:23:46 main:574] : INFO : Epoch 173 | loss: 7.09244e-05 | val_loss: 7.24708e-05 | Time: 15584.5 ms [2020-11-12 00:24:01 main:574] : INFO : Epoch 174 | loss: 6.94218e-05 | val_loss: 6.83157e-05 | Time: 15581.7 ms [2020-11-12 00:24:17 main:574] : INFO : Epoch 175 | loss: 6.73468e-05 | val_loss: 6.71753e-05 | Time: 15561.6 ms [2020-11-12 00:24:33 main:574] : INFO : Epoch 176 | loss: 6.60198e-05 | val_loss: 6.65046e-05 | Time: 15578.2 ms [2020-11-12 00:24:48 main:574] : INFO : Epoch 177 | loss: 6.48481e-05 | val_loss: 6.39976e-05 | Time: 15580.6 ms [2020-11-12 00:25:04 main:574] : INFO : Epoch 178 | loss: 6.28737e-05 | val_loss: 6.347e-05 | Time: 15908.5 ms [2020-11-12 00:25:21 main:574] : INFO : Epoch 179 | loss: 6.15839e-05 | val_loss: 6.13026e-05 | Time: 16469.5 ms [2020-11-12 00:25:37 main:574] : INFO : Epoch 180 | loss: 6.0497e-05 | val_loss: 6.11313e-05 | Time: 16563 ms [2020-11-12 00:25:54 main:574] : INFO : Epoch 181 | loss: 5.92383e-05 | val_loss: 5.9337e-05 | Time: 16798.4 ms [2020-11-12 00:26:10 main:574] : INFO : Epoch 182 | loss: 5.76173e-05 | val_loss: 5.783e-05 | Time: 15911.5 ms [2020-11-12 00:26:26 main:574] : INFO : Epoch 183 | loss: 5.66151e-05 | val_loss: 5.75933e-05 | Time: 16199.2 ms [2020-11-12 00:26:42 main:574] : INFO : Epoch 184 | loss: 5.54601e-05 | val_loss: 5.5319e-05 | Time: 15743.8 ms [2020-11-12 00:26:58 main:574] : INFO : Epoch 185 | loss: 5.45396e-05 | val_loss: 5.49952e-05 | Time: 15713.5 ms [2020-11-12 00:27:13 main:574] : INFO : Epoch 186 | loss: 5.33757e-05 | val_loss: 5.27902e-05 | Time: 15747.1 ms [2020-11-12 00:27:29 main:574] : INFO : Epoch 187 | loss: 5.20445e-05 | val_loss: 5.19995e-05 | Time: 15758.2 ms [2020-11-12 00:27:45 main:574] : INFO : Epoch 188 | loss: 5.14429e-05 | val_loss: 5.07207e-05 | Time: 15726.2 ms [2020-11-12 00:28:01 main:574] : INFO : Epoch 189 | loss: 5.06764e-05 | val_loss: 5.10675e-05 | Time: 15733.2 ms [2020-11-12 00:28:16 main:574] : INFO : Epoch 190 | loss: 4.93781e-05 | val_loss: 4.91892e-05 | Time: 15735.1 ms [2020-11-12 00:28:32 main:574] : INFO : Epoch 191 | loss: 4.86292e-05 | val_loss: 4.85478e-05 | Time: 15755.4 ms [2020-11-12 00:28:48 main:574] : INFO : Epoch 192 | loss: 4.75701e-05 | val_loss: 4.8013e-05 | Time: 15744.7 ms [2020-11-12 00:28:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.8013e-05 [2020-11-12 00:28:48 main:603] : INFO : Saving end state to config to file [2020-11-12 00:28:48 main:608] : INFO : Success, exiting.. 00:28:48 (4336): 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)