Task 2947394
| Name | rand_automata_0077-1605426670-17368-0_1 |
| Workunit | 1329483 |
| Created | 15 Nov 2020, 7:51:13 UTC |
| Sent | 18 Nov 2020, 9:44:15 UTC |
| Report deadline | 26 Nov 2020, 9:44:15 UTC |
| Received | 18 Nov 2020, 10:12:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3682 |
| Run time | 14 min 22 sec |
| CPU time | 13 min 19 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 11,978.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.49 GB |
| Peak swap size | 3.26 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080 Ti) [2020-11-18 04:46:06 main:435] : INFO : Set logging level to 1 [2020-11-18 04:46:06 main:441] : INFO : Running in BOINC Client mode [2020-11-18 04:46:06 main:444] : INFO : Resolving all filenames [2020-11-18 04:46:06 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0077-train-val-dataset.hdf5 (exists = 1) [2020-11-18 04:46:06 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0077-1605426670-17368-0_1_r62009792_1 (exists = 0) [2020-11-18 04:46:07 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0077-1605426670-17368-0_1_r62009792_0 (exists = 0) [2020-11-18 04:46:07 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-18 04:46:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-18 04:46:07 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0077-train-val-dataset.hdf5 [2020-11-18 04:46:07 main:474] : INFO : Configuration: [2020-11-18 04:46:07 main:475] : INFO : Model type: LSTM [2020-11-18 04:46:07 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-18 04:46:07 main:477] : INFO : Max Epochs: 192 [2020-11-18 04:46:07 main:478] : INFO : Batch Size: 32 [2020-11-18 04:46:07 main:479] : INFO : Learning Rate: 0.001 [2020-11-18 04:46:07 main:480] : INFO : Patience: 10 [2020-11-18 04:46:07 main:481] : INFO : Hidden Width: 64 [2020-11-18 04:46:07 main:482] : INFO : # Recurrent Layers: 4 [2020-11-18 04:46:07 main:483] : INFO : # Backend Layers: 2 [2020-11-18 04:46:07 main:484] : INFO : # Threads: 1 [2020-11-18 04:46:07 main:486] : INFO : Preparing Dataset [2020-11-18 04:46:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0077-train-val-dataset.hdf5 into memory [2020-11-18 04:46:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0077-train-val-dataset.hdf5 into memory [2020-11-18 04:46:09 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-18 04:46:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0077-train-val-dataset.hdf5 into memory [2020-11-18 04:46:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0077-train-val-dataset.hdf5 into memory [2020-11-18 04:46:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-18 04:46:10 main:494] : INFO : Creating Model [2020-11-18 04:46:10 main:507] : INFO : Preparing config file [2020-11-18 04:46:10 main:519] : INFO : Creating new config file [2020-11-18 04:46:11 main:559] : INFO : Loading DataLoader into Memory [2020-11-18 04:46:11 main:562] : INFO : Starting Training [2020-11-18 04:46:16 main:574] : INFO : Epoch 1 | loss: 0.0662723 | val_loss: 0.0658265 | Time: 4549.87 ms [2020-11-18 04:46:20 main:574] : INFO : Epoch 2 | loss: 0.065102 | val_loss: 0.0629344 | Time: 4219.87 ms [2020-11-18 04:46:24 main:574] : INFO : Epoch 3 | loss: 0.0607395 | val_loss: 0.0586173 | Time: 4237.88 ms [2020-11-18 04:46:28 main:574] : INFO : Epoch 4 | loss: 0.0567402 | val_loss: 0.055297 | Time: 4187.34 ms [2020-11-18 04:46:33 main:574] : INFO : Epoch 5 | loss: 0.05405 | val_loss: 0.0532294 | Time: 4187.35 ms [2020-11-18 04:46:37 main:574] : INFO : Epoch 6 | loss: 0.0520668 | val_loss: 0.0513441 | Time: 4193.65 ms [2020-11-18 04:46:41 main:574] : INFO : Epoch 7 | loss: 0.050344 | val_loss: 0.0499856 | Time: 4218.4 ms [2020-11-18 04:46:46 main:574] : INFO : Epoch 8 | loss: 0.0486649 | val_loss: 0.0481279 | Time: 4254.3 ms [2020-11-18 04:46:50 main:574] : INFO : Epoch 9 | loss: 0.0468279 | val_loss: 0.0465293 | Time: 4290.9 ms [2020-11-18 04:46:54 main:574] : INFO : Epoch 10 | loss: 0.0448306 | val_loss: 0.0440628 | Time: 4246.39 ms [2020-11-18 04:46:59 main:574] : INFO : Epoch 11 | loss: 0.0424234 | val_loss: 0.0417781 | Time: 4201.13 ms [2020-11-18 04:47:03 main:574] : INFO : Epoch 12 | loss: 0.0396228 | val_loss: 0.038832 | Time: 4243.45 ms [2020-11-18 04:47:07 main:574] : INFO : Epoch 13 | loss: 0.0365288 | val_loss: 0.0360966 | Time: 4147.2 ms [2020-11-18 04:47:11 main:574] : INFO : Epoch 14 | loss: 0.0331668 | val_loss: 0.0320953 | Time: 4159.91 ms [2020-11-18 04:47:15 main:574] : INFO : Epoch 15 | loss: 0.0297441 | val_loss: 0.0290281 | Time: 4127.5 ms [2020-11-18 04:47:20 main:574] : INFO : Epoch 16 | loss: 0.0264877 | val_loss: 0.0279788 | Time: 4224.27 ms [2020-11-18 04:47:24 main:574] : INFO : Epoch 17 | loss: 0.0247089 | val_loss: 0.0220027 | Time: 4160.92 ms [2020-11-18 04:47:28 main:574] : INFO : Epoch 18 | loss: 0.0244202 | val_loss: 0.0202972 | Time: 4284.3 ms [2020-11-18 04:47:33 main:574] : INFO : Epoch 19 | loss: 0.0212338 | val_loss: 0.0183613 | Time: 4223.41 ms [2020-11-18 04:47:37 main:574] : INFO : Epoch 20 | loss: 0.0178811 | val_loss: 0.018599 | Time: 4188.63 ms [2020-11-18 04:47:41 main:574] : INFO : Epoch 21 | loss: 0.0258307 | val_loss: 0.0720445 | Time: 4242.5 ms [2020-11-18 04:47:46 main:574] : INFO : Epoch 22 | loss: 0.0616707 | val_loss: 0.0601365 | Time: 4206.05 ms [2020-11-18 04:47:50 main:574] : INFO : Epoch 23 | loss: 0.0593572 | val_loss: 0.0586208 | Time: 4124.02 ms [2020-11-18 04:47:54 main:574] : INFO : Epoch 24 | loss: 0.0575018 | val_loss: 0.0564925 | Time: 4239.17 ms [2020-11-18 04:47:58 main:574] : INFO : Epoch 25 | loss: 0.0549681 | val_loss: 0.0534709 | Time: 4233.71 ms [2020-11-18 04:48:03 main:574] : INFO : Epoch 26 | loss: 0.0510257 | val_loss: 0.0484537 | Time: 4212.61 ms [2020-11-18 04:48:07 main:574] : INFO : Epoch 27 | loss: 0.0434028 | val_loss: 0.0374771 | Time: 4184.97 ms [2020-11-18 04:48:11 main:574] : INFO : Epoch 28 | loss: 0.0313 | val_loss: 0.0246995 | Time: 4193.64 ms [2020-11-18 04:48:15 main:574] : INFO : Epoch 29 | loss: 0.0189678 | val_loss: 0.0167995 | Time: 4224.81 ms [2020-11-18 04:48:20 main:574] : INFO : Epoch 30 | loss: 0.0161002 | val_loss: 0.0261081 | Time: 4264.97 ms [2020-11-18 04:48:24 main:574] : INFO : Epoch 31 | loss: 0.0165751 | val_loss: 0.0131825 | Time: 4204 ms [2020-11-18 04:48:28 main:574] : INFO : Epoch 32 | loss: 0.0124408 | val_loss: 0.0118443 | Time: 4271.42 ms [2020-11-18 04:48:33 main:574] : INFO : Epoch 33 | loss: 0.0109844 | val_loss: 0.0115271 | Time: 4258.69 ms [2020-11-18 04:48:37 main:574] : INFO : Epoch 34 | loss: 0.0109493 | val_loss: 0.0138859 | Time: 4238.34 ms [2020-11-18 04:48:41 main:574] : INFO : Epoch 35 | loss: 0.0105961 | val_loss: 0.00977674 | Time: 4227 ms [2020-11-18 04:48:46 main:574] : INFO : Epoch 36 | loss: 0.00901605 | val_loss: 0.00906843 | Time: 4232.06 ms [2020-11-18 04:48:50 main:574] : INFO : Epoch 37 | loss: 0.00853533 | val_loss: 0.00880283 | Time: 4167.03 ms [2020-11-18 04:48:54 main:574] : INFO : Epoch 38 | loss: 0.00870139 | val_loss: 0.00942304 | Time: 4210.33 ms [2020-11-18 04:48:58 main:574] : INFO : Epoch 39 | loss: 0.0081252 | val_loss: 0.00832185 | Time: 4229.69 ms [2020-11-18 04:49:03 main:574] : INFO : Epoch 40 | loss: 0.00750643 | val_loss: 0.00768558 | Time: 4213.61 ms [2020-11-18 04:49:07 main:574] : INFO : Epoch 41 | loss: 0.00715423 | val_loss: 0.00728492 | Time: 4223.45 ms [2020-11-18 04:49:11 main:574] : INFO : Epoch 42 | loss: 0.00694284 | val_loss: 0.00712782 | Time: 4240.56 ms [2020-11-18 04:49:16 main:574] : INFO : Epoch 43 | loss: 0.00662446 | val_loss: 0.00674766 | Time: 4209.42 ms [2020-11-18 04:49:20 main:574] : INFO : Epoch 44 | loss: 0.00641447 | val_loss: 0.00652619 | Time: 4202.83 ms [2020-11-18 04:49:24 main:574] : INFO : Epoch 45 | loss: 0.00614402 | val_loss: 0.00627563 | Time: 4310.2 ms [2020-11-18 04:49:28 main:574] : INFO : Epoch 46 | loss: 0.00594296 | val_loss: 0.006032 | Time: 4177.12 ms [2020-11-18 04:49:33 main:574] : INFO : Epoch 47 | loss: 0.00572506 | val_loss: 0.00583567 | Time: 4134.79 ms [2020-11-18 04:49:37 main:574] : INFO : Epoch 48 | loss: 0.00551168 | val_loss: 0.00554564 | Time: 4188.38 ms [2020-11-18 04:49:41 main:574] : INFO : Epoch 49 | loss: 0.00530906 | val_loss: 0.00534112 | Time: 4200.96 ms [2020-11-18 04:49:45 main:574] : INFO : Epoch 50 | loss: 0.00511619 | val_loss: 0.00513848 | Time: 4199.26 ms [2020-11-18 04:49:50 main:574] : INFO : Epoch 51 | loss: 0.00492825 | val_loss: 0.00495215 | Time: 4198.15 ms [2020-11-18 04:49:54 main:574] : INFO : Epoch 52 | loss: 0.00525444 | val_loss: 0.00539001 | Time: 4216.45 ms [2020-11-18 04:49:58 main:574] : INFO : Epoch 53 | loss: 0.00468608 | val_loss: 0.0045927 | Time: 4231.12 ms [2020-11-18 04:50:02 main:574] : INFO : Epoch 54 | loss: 0.00440171 | val_loss: 0.00439157 | Time: 4162.32 ms [2020-11-18 04:50:07 main:574] : INFO : Epoch 55 | loss: 0.00422536 | val_loss: 0.00421755 | Time: 4203.85 ms [2020-11-18 04:50:11 main:574] : INFO : Epoch 56 | loss: 0.00405754 | val_loss: 0.00405186 | Time: 4181.33 ms [2020-11-18 04:50:15 main:574] : INFO : Epoch 57 | loss: 0.00389973 | val_loss: 0.00388935 | Time: 4232.45 ms [2020-11-18 04:50:20 main:574] : INFO : Epoch 58 | loss: 0.00374639 | val_loss: 0.00373477 | Time: 4251.44 ms [2020-11-18 04:50:24 main:574] : INFO : Epoch 59 | loss: 0.00359581 | val_loss: 0.00359086 | Time: 4229 ms [2020-11-18 04:50:28 main:574] : INFO : Epoch 60 | loss: 0.00345191 | val_loss: 0.00344451 | Time: 4208.05 ms [2020-11-18 04:50:32 main:574] : INFO : Epoch 61 | loss: 0.00331052 | val_loss: 0.00329792 | Time: 4229.2 ms [2020-11-18 04:50:37 main:574] : INFO : Epoch 62 | loss: 0.00317492 | val_loss: 0.00316749 | Time: 4236.83 ms [2020-11-18 04:50:41 main:574] : INFO : Epoch 63 | loss: 0.00304408 | val_loss: 0.00303376 | Time: 4172.06 ms [2020-11-18 04:50:45 main:574] : INFO : Epoch 64 | loss: 0.0029173 | val_loss: 0.00290592 | Time: 4231.59 ms [2020-11-18 04:50:50 main:574] : INFO : Epoch 65 | loss: 0.00279434 | val_loss: 0.00278445 | Time: 4199.44 ms [2020-11-18 04:50:54 main:574] : INFO : Epoch 66 | loss: 0.0026757 | val_loss: 0.0026685 | Time: 4169.75 ms [2020-11-18 04:50:58 main:574] : INFO : Epoch 67 | loss: 0.002563 | val_loss: 0.00255439 | Time: 4178.2 ms [2020-11-18 04:51:02 main:574] : INFO : Epoch 68 | loss: 0.00245262 | val_loss: 0.00244607 | Time: 4239.59 ms [2020-11-18 04:51:07 main:574] : INFO : Epoch 69 | loss: 0.00234739 | val_loss: 0.00234304 | Time: 4213.99 ms [2020-11-18 04:51:11 main:574] : INFO : Epoch 70 | loss: 0.00224584 | val_loss: 0.00224044 | Time: 4200.28 ms [2020-11-18 04:51:15 main:574] : INFO : Epoch 71 | loss: 0.00214851 | val_loss: 0.00214167 | Time: 4205.32 ms [2020-11-18 04:51:19 main:574] : INFO : Epoch 72 | loss: 0.00205395 | val_loss: 0.00204842 | Time: 4183.78 ms [2020-11-18 04:51:24 main:574] : INFO : Epoch 73 | loss: 0.001964 | val_loss: 0.0019557 | Time: 4263.01 ms [2020-11-18 04:51:28 main:574] : INFO : Epoch 74 | loss: 0.00187659 | val_loss: 0.00187344 | Time: 4205.61 ms [2020-11-18 04:51:32 main:574] : INFO : Epoch 75 | loss: 0.00179172 | val_loss: 0.00178721 | Time: 4185.32 ms [2020-11-18 04:51:37 main:574] : INFO : Epoch 76 | loss: 0.00171142 | val_loss: 0.00170745 | Time: 4213.82 ms [2020-11-18 04:51:41 main:574] : INFO : Epoch 77 | loss: 0.00163368 | val_loss: 0.00162942 | Time: 4166 ms [2020-11-18 04:51:45 main:574] : INFO : Epoch 78 | loss: 0.00156028 | val_loss: 0.00155791 | Time: 4267.54 ms [2020-11-18 04:51:49 main:574] : INFO : Epoch 79 | loss: 0.00148819 | val_loss: 0.00148483 | Time: 4183.25 ms [2020-11-18 04:51:54 main:574] : INFO : Epoch 80 | loss: 0.00142067 | val_loss: 0.00141698 | Time: 4208.84 ms [2020-11-18 04:51:58 main:574] : INFO : Epoch 81 | loss: 0.00135544 | val_loss: 0.00135355 | Time: 4205.37 ms [2020-11-18 04:52:02 main:574] : INFO : Epoch 82 | loss: 0.00129263 | val_loss: 0.00128817 | Time: 4256.08 ms [2020-11-18 04:52:07 main:574] : INFO : Epoch 83 | loss: 0.00123159 | val_loss: 0.00122877 | Time: 4194.55 ms [2020-11-18 04:52:11 main:574] : INFO : Epoch 84 | loss: 0.00117379 | val_loss: 0.00117227 | Time: 4224.05 ms [2020-11-18 04:52:15 main:574] : INFO : Epoch 85 | loss: 0.00111862 | val_loss: 0.00111668 | Time: 4232.86 ms [2020-11-18 04:52:19 main:574] : INFO : Epoch 86 | loss: 0.00106498 | val_loss: 0.00105974 | Time: 4235.26 ms [2020-11-18 04:52:24 main:574] : INFO : Epoch 87 | loss: 0.00101467 | val_loss: 0.00101293 | Time: 4254.52 ms [2020-11-18 04:52:28 main:574] : INFO : Epoch 88 | loss: 0.000966736 | val_loss: 0.000967399 | Time: 4189.33 ms [2020-11-18 04:52:32 main:574] : INFO : Epoch 89 | loss: 0.000919684 | val_loss: 0.000918461 | Time: 4206.32 ms [2020-11-18 04:52:37 main:574] : INFO : Epoch 90 | loss: 0.000875351 | val_loss: 0.00087381 | Time: 4179.65 ms [2020-11-18 04:52:41 main:574] : INFO : Epoch 91 | loss: 0.000833305 | val_loss: 0.000830248 | Time: 4308.83 ms [2020-11-18 04:52:45 main:574] : INFO : Epoch 92 | loss: 0.000792576 | val_loss: 0.000789864 | Time: 4279.33 ms [2020-11-18 04:52:50 main:574] : INFO : Epoch 93 | loss: 0.000754977 | val_loss: 0.00075353 | Time: 4238.98 ms [2020-11-18 04:52:54 main:574] : INFO : Epoch 94 | loss: 0.000718846 | val_loss: 0.000720067 | Time: 4226.63 ms [2020-11-18 04:52:58 main:574] : INFO : Epoch 95 | loss: 0.00068364 | val_loss: 0.000685828 | Time: 4219.42 ms [2020-11-18 04:53:03 main:574] : INFO : Epoch 96 | loss: 0.000650411 | val_loss: 0.000651475 | Time: 4247.57 ms [2020-11-18 04:53:07 main:574] : INFO : Epoch 97 | loss: 0.000619563 | val_loss: 0.00062348 | Time: 4203.3 ms [2020-11-18 04:53:11 main:574] : INFO : Epoch 98 | loss: 0.000591033 | val_loss: 0.000591806 | Time: 4252.55 ms [2020-11-18 04:53:15 main:574] : INFO : Epoch 99 | loss: 0.000562228 | val_loss: 0.000564762 | Time: 4203.81 ms [2020-11-18 04:53:20 main:574] : INFO : Epoch 100 | loss: 0.000535493 | val_loss: 0.000535671 | Time: 4287.19 ms [2020-11-18 04:53:24 main:574] : INFO : Epoch 101 | loss: 0.000510177 | val_loss: 0.000514339 | Time: 4193.75 ms [2020-11-18 04:53:28 main:574] : INFO : Epoch 102 | loss: 0.000486413 | val_loss: 0.000489267 | Time: 4215.6 ms [2020-11-18 04:53:33 main:574] : INFO : Epoch 103 | loss: 0.000463727 | val_loss: 0.000465495 | Time: 4234.35 ms [2020-11-18 04:53:37 main:574] : INFO : Epoch 104 | loss: 0.000443132 | val_loss: 0.000445984 | Time: 4231.09 ms [2020-11-18 04:53:41 main:574] : INFO : Epoch 105 | loss: 0.000422119 | val_loss: 0.000425192 | Time: 4259.56 ms [2020-11-18 04:53:45 main:574] : INFO : Epoch 106 | loss: 0.000403613 | val_loss: 0.000406784 | Time: 4160.39 ms [2020-11-18 04:53:50 main:574] : INFO : Epoch 107 | loss: 0.000384874 | val_loss: 0.000389391 | Time: 4234.19 ms [2020-11-18 04:53:54 main:574] : INFO : Epoch 108 | loss: 0.000367384 | val_loss: 0.000372359 | Time: 4193.49 ms [2020-11-18 04:53:58 main:574] : INFO : Epoch 109 | loss: 0.000351851 | val_loss: 0.000354564 | Time: 4215.2 ms [2020-11-18 04:54:03 main:574] : INFO : Epoch 110 | loss: 0.000336376 | val_loss: 0.000343183 | Time: 4221.44 ms [2020-11-18 04:54:07 main:574] : INFO : Epoch 111 | loss: 0.000322402 | val_loss: 0.000324594 | Time: 4250.92 ms [2020-11-18 04:54:11 main:574] : INFO : Epoch 112 | loss: 0.000308606 | val_loss: 0.000309919 | Time: 4228.91 ms [2020-11-18 04:54:15 main:574] : INFO : Epoch 113 | loss: 0.000294712 | val_loss: 0.000299201 | Time: 4218.82 ms [2020-11-18 04:54:20 main:574] : INFO : Epoch 114 | loss: 0.000282285 | val_loss: 0.000285823 | Time: 4240.52 ms [2020-11-18 04:54:24 main:574] : INFO : Epoch 115 | loss: 0.000270898 | val_loss: 0.000275775 | Time: 4279.42 ms [2020-11-18 04:54:28 main:574] : INFO : Epoch 116 | loss: 0.000259011 | val_loss: 0.000263271 | Time: 4224.98 ms [2020-11-18 04:54:33 main:574] : INFO : Epoch 117 | loss: 0.000248958 | val_loss: 0.000252901 | Time: 4193.15 ms [2020-11-18 04:54:37 main:574] : INFO : Epoch 118 | loss: 0.00023947 | val_loss: 0.000241039 | Time: 4175.23 ms [2020-11-18 04:54:41 main:574] : INFO : Epoch 119 | loss: 0.000229307 | val_loss: 0.000234436 | Time: 4263.87 ms [2020-11-18 04:54:46 main:574] : INFO : Epoch 120 | loss: 0.000220364 | val_loss: 0.00022364 | Time: 4258.43 ms [2020-11-18 04:54:50 main:574] : INFO : Epoch 121 | loss: 0.000212147 | val_loss: 0.000214618 | Time: 4193.87 ms [2020-11-18 04:54:54 main:574] : INFO : Epoch 122 | loss: 0.000204649 | val_loss: 0.000206452 | Time: 4205.54 ms [2020-11-18 04:54:58 main:574] : INFO : Epoch 123 | loss: 0.000196008 | val_loss: 0.00020065 | Time: 4217.96 ms [2020-11-18 04:55:03 main:574] : INFO : Epoch 124 | loss: 0.000188706 | val_loss: 0.000194135 | Time: 4279.66 ms [2020-11-18 04:55:07 main:574] : INFO : Epoch 125 | loss: 0.0001815 | val_loss: 0.000183795 | Time: 4261.88 ms [2020-11-18 04:55:12 main:574] : INFO : Epoch 126 | loss: 0.000174876 | val_loss: 0.000177237 | Time: 4257.15 ms [2020-11-18 04:55:16 main:574] : INFO : Epoch 127 | loss: 0.000168305 | val_loss: 0.000171441 | Time: 4195.81 ms [2020-11-18 04:55:20 main:574] : INFO : Epoch 128 | loss: 0.000162422 | val_loss: 0.00016447 | Time: 4166.92 ms [2020-11-18 04:55:24 main:574] : INFO : Epoch 129 | loss: 0.000156464 | val_loss: 0.000159172 | Time: 4192 ms [2020-11-18 04:55:29 main:574] : INFO : Epoch 130 | loss: 0.000152188 | val_loss: 0.000156124 | Time: 4203.05 ms [2020-11-18 04:55:33 main:574] : INFO : Epoch 131 | loss: 0.000146195 | val_loss: 0.000149766 | Time: 4262.94 ms [2020-11-18 04:55:37 main:574] : INFO : Epoch 132 | loss: 0.000141238 | val_loss: 0.000143502 | Time: 4448.3 ms [2020-11-18 04:55:42 main:574] : INFO : Epoch 133 | loss: 0.000136173 | val_loss: 0.000138302 | Time: 4204.48 ms [2020-11-18 04:55:46 main:574] : INFO : Epoch 134 | loss: 0.000131564 | val_loss: 0.000134615 | Time: 4258.71 ms [2020-11-18 04:55:50 main:574] : INFO : Epoch 135 | loss: 0.000127592 | val_loss: 0.000130591 | Time: 4291.27 ms [2020-11-18 04:55:55 main:574] : INFO : Epoch 136 | loss: 0.000123263 | val_loss: 0.00012349 | Time: 4197.76 ms [2020-11-18 04:55:59 main:574] : INFO : Epoch 137 | loss: 0.000119704 | val_loss: 0.000122178 | Time: 4165.62 ms [2020-11-18 04:56:03 main:574] : INFO : Epoch 138 | loss: 0.000116144 | val_loss: 0.00011777 | Time: 4226.62 ms [2020-11-18 04:56:08 main:574] : INFO : Epoch 139 | loss: 0.000112391 | val_loss: 0.000114896 | Time: 4258.23 ms [2020-11-18 04:56:12 main:574] : INFO : Epoch 140 | loss: 0.000108641 | val_loss: 0.000111872 | Time: 4254.79 ms [2020-11-18 04:56:16 main:574] : INFO : Epoch 141 | loss: 0.000105835 | val_loss: 0.000109555 | Time: 4232.08 ms [2020-11-18 04:56:20 main:574] : INFO : Epoch 142 | loss: 0.000102941 | val_loss: 0.000104218 | Time: 4173.41 ms [2020-11-18 04:56:25 main:574] : INFO : Epoch 143 | loss: 9.97512e-05 | val_loss: 0.000101528 | Time: 4232.98 ms [2020-11-18 04:56:29 main:574] : INFO : Epoch 144 | loss: 9.692e-05 | val_loss: 9.86089e-05 | Time: 4233.04 ms [2020-11-18 04:56:33 main:574] : INFO : Epoch 145 | loss: 9.43575e-05 | val_loss: 9.69092e-05 | Time: 4230.49 ms [2020-11-18 04:56:38 main:574] : INFO : Epoch 146 | loss: 9.17628e-05 | val_loss: 9.45453e-05 | Time: 4200.45 ms [2020-11-18 04:56:42 main:574] : INFO : Epoch 147 | loss: 8.94648e-05 | val_loss: 9.10174e-05 | Time: 4195.05 ms [2020-11-18 04:56:46 main:574] : INFO : Epoch 148 | loss: 8.68839e-05 | val_loss: 8.90424e-05 | Time: 4234.13 ms [2020-11-18 04:56:51 main:574] : INFO : Epoch 149 | loss: 8.48128e-05 | val_loss: 8.59405e-05 | Time: 4196.79 ms [2020-11-18 04:56:55 main:574] : INFO : Epoch 150 | loss: 8.255e-05 | val_loss: 8.50354e-05 | Time: 4176.35 ms [2020-11-18 04:56:59 main:574] : INFO : Epoch 151 | loss: 8.03306e-05 | val_loss: 8.22523e-05 | Time: 4257.64 ms [2020-11-18 04:57:04 main:574] : INFO : Epoch 152 | loss: 7.88162e-05 | val_loss: 7.97367e-05 | Time: 4256.36 ms [2020-11-18 04:57:08 main:574] : INFO : Epoch 153 | loss: 7.67581e-05 | val_loss: 7.85862e-05 | Time: 4201.19 ms [2020-11-18 04:57:12 main:574] : INFO : Epoch 154 | loss: 7.50262e-05 | val_loss: 7.67889e-05 | Time: 4222.9 ms [2020-11-18 04:57:16 main:574] : INFO : Epoch 155 | loss: 7.29673e-05 | val_loss: 7.42317e-05 | Time: 4256.62 ms [2020-11-18 04:57:21 main:574] : INFO : Epoch 156 | loss: 7.15651e-05 | val_loss: 7.49287e-05 | Time: 4219.93 ms [2020-11-18 04:57:25 main:574] : INFO : Epoch 157 | loss: 7.00966e-05 | val_loss: 7.08718e-05 | Time: 4232.95 ms [2020-11-18 04:57:29 main:574] : INFO : Epoch 158 | loss: 6.86712e-05 | val_loss: 6.84265e-05 | Time: 4272.71 ms [2020-11-18 04:57:34 main:574] : INFO : Epoch 159 | loss: 6.65283e-05 | val_loss: 6.87568e-05 | Time: 4233.51 ms [2020-11-18 04:57:38 main:574] : INFO : Epoch 160 | loss: 6.55572e-05 | val_loss: 6.64054e-05 | Time: 4207.13 ms [2020-11-18 04:57:42 main:574] : INFO : Epoch 161 | loss: 6.37747e-05 | val_loss: 6.58937e-05 | Time: 4171.04 ms [2020-11-18 04:57:47 main:574] : INFO : Epoch 162 | loss: 6.32873e-05 | val_loss: 6.47355e-05 | Time: 4260.25 ms [2020-11-18 04:57:51 main:574] : INFO : Epoch 163 | loss: 6.12063e-05 | val_loss: 6.20782e-05 | Time: 4220.65 ms [2020-11-18 04:57:55 main:574] : INFO : Epoch 164 | loss: 6.02295e-05 | val_loss: 6.26108e-05 | Time: 4254.21 ms [2020-11-18 04:58:00 main:574] : INFO : Epoch 165 | loss: 5.90588e-05 | val_loss: 6.17286e-05 | Time: 4215.42 ms [2020-11-18 04:58:04 main:574] : INFO : Epoch 166 | loss: 5.78552e-05 | val_loss: 5.89444e-05 | Time: 4270.15 ms [2020-11-18 04:58:08 main:574] : INFO : Epoch 167 | loss: 5.68046e-05 | val_loss: 5.82764e-05 | Time: 4241.91 ms [2020-11-18 04:58:13 main:574] : INFO : Epoch 168 | loss: 5.55067e-05 | val_loss: 5.75085e-05 | Time: 4223.93 ms [2020-11-18 04:58:17 main:574] : INFO : Epoch 169 | loss: 5.41355e-05 | val_loss: 5.58191e-05 | Time: 4301.94 ms [2020-11-18 04:58:21 main:574] : INFO : Epoch 170 | loss: 5.37304e-05 | val_loss: 5.4736e-05 | Time: 4214.39 ms [2020-11-18 04:58:26 main:574] : INFO : Epoch 171 | loss: 5.22779e-05 | val_loss: 5.3343e-05 | Time: 4240.22 ms [2020-11-18 04:58:30 main:574] : INFO : Epoch 172 | loss: 5.14573e-05 | val_loss: 5.32008e-05 | Time: 4228.07 ms [2020-11-18 04:58:34 main:574] : INFO : Epoch 173 | loss: 5.07723e-05 | val_loss: 5.36999e-05 | Time: 4198.54 ms [2020-11-18 04:58:38 main:574] : INFO : Epoch 174 | loss: 5.00999e-05 | val_loss: 5.08724e-05 | Time: 4224.41 ms [2020-11-18 04:58:43 main:574] : INFO : Epoch 175 | loss: 4.91433e-05 | val_loss: 4.95361e-05 | Time: 4184.59 ms [2020-11-18 04:58:47 main:574] : INFO : Epoch 176 | loss: 4.78566e-05 | val_loss: 4.94958e-05 | Time: 4245.79 ms [2020-11-18 04:58:51 main:574] : INFO : Epoch 177 | loss: 4.75211e-05 | val_loss: 4.89733e-05 | Time: 4245.71 ms [2020-11-18 04:58:56 main:574] : INFO : Epoch 178 | loss: 4.66535e-05 | val_loss: 4.65337e-05 | Time: 4241.86 ms [2020-11-18 04:59:00 main:574] : INFO : Epoch 179 | loss: 4.53535e-05 | val_loss: 4.62336e-05 | Time: 4243 ms [2020-11-18 04:59:04 main:574] : INFO : Epoch 180 | loss: 4.50081e-05 | val_loss: 4.60796e-05 | Time: 4214.06 ms [2020-11-18 04:59:09 main:574] : INFO : Epoch 181 | loss: 4.4128e-05 | val_loss: 4.66133e-05 | Time: 4209.4 ms [2020-11-18 04:59:13 main:574] : INFO : Epoch 182 | loss: 4.33714e-05 | val_loss: 4.4907e-05 | Time: 4195.22 ms [2020-11-18 04:59:17 main:574] : INFO : Epoch 183 | loss: 4.25921e-05 | val_loss: 4.40353e-05 | Time: 4198.18 ms [2020-11-18 04:59:21 main:574] : INFO : Epoch 184 | loss: 4.2252e-05 | val_loss: 4.32115e-05 | Time: 4155.68 ms [2020-11-18 04:59:26 main:574] : INFO : Epoch 185 | loss: 4.17485e-05 | val_loss: 4.17732e-05 | Time: 4212.46 ms [2020-11-18 04:59:30 main:574] : INFO : Epoch 186 | loss: 4.07854e-05 | val_loss: 4.31817e-05 | Time: 4204.48 ms [2020-11-18 04:59:34 main:574] : INFO : Epoch 187 | loss: 4.04328e-05 | val_loss: 4.23355e-05 | Time: 4263.34 ms [2020-11-18 04:59:39 main:574] : INFO : Epoch 188 | loss: 4.01289e-05 | val_loss: 4.00937e-05 | Time: 4206.72 ms [2020-11-18 04:59:43 main:574] : INFO : Epoch 189 | loss: 3.92211e-05 | val_loss: 4.05197e-05 | Time: 4141.81 ms [2020-11-18 04:59:47 main:574] : INFO : Epoch 190 | loss: 3.85288e-05 | val_loss: 3.90548e-05 | Time: 4248.11 ms [2020-11-18 04:59:52 main:574] : INFO : Epoch 191 | loss: 3.81303e-05 | val_loss: 4.03657e-05 | Time: 4404.97 ms [2020-11-18 04:59:56 main:574] : INFO : Epoch 192 | loss: 3.78449e-05 | val_loss: 3.81063e-05 | Time: 4266.14 ms [2020-11-18 04:59:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.81063e-05 [2020-11-18 04:59:56 main:603] : INFO : Saving end state to config to file [2020-11-18 04:59:56 main:608] : INFO : Success, exiting.. 04:59:56 (576): 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)