Task 2947862
| Name | rand_automata_0008-1605426800-19798-0_1 |
| Workunit | 1329718 |
| Created | 15 Nov 2020, 7:53:24 UTC |
| Sent | 18 Nov 2020, 9:57:42 UTC |
| Report deadline | 26 Nov 2020, 9:57:42 UTC |
| Received | 18 Nov 2020, 10:27:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3682 |
| Run time | 14 min 31 sec |
| CPU time | 13 min 21 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 05:00:46 main:435] : INFO : Set logging level to 1 [2020-11-18 05:00:46 main:441] : INFO : Running in BOINC Client mode [2020-11-18 05:00:46 main:444] : INFO : Resolving all filenames [2020-11-18 05:00:46 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0008-train-val-dataset.hdf5 (exists = 1) [2020-11-18 05:00:47 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0008-1605426800-19798-0_1_r310050378_1 (exists = 0) [2020-11-18 05:00:47 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0008-1605426800-19798-0_1_r310050378_0 (exists = 0) [2020-11-18 05:00:47 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-18 05:00:47 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-18 05:00:47 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0008-train-val-dataset.hdf5 [2020-11-18 05:00:47 main:474] : INFO : Configuration: [2020-11-18 05:00:47 main:475] : INFO : Model type: LSTM [2020-11-18 05:00:47 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-18 05:00:47 main:477] : INFO : Max Epochs: 192 [2020-11-18 05:00:47 main:478] : INFO : Batch Size: 32 [2020-11-18 05:00:47 main:479] : INFO : Learning Rate: 0.001 [2020-11-18 05:00:47 main:480] : INFO : Patience: 10 [2020-11-18 05:00:47 main:481] : INFO : Hidden Width: 64 [2020-11-18 05:00:47 main:482] : INFO : # Recurrent Layers: 4 [2020-11-18 05:00:47 main:483] : INFO : # Backend Layers: 2 [2020-11-18 05:00:47 main:484] : INFO : # Threads: 1 [2020-11-18 05:00:47 main:486] : INFO : Preparing Dataset [2020-11-18 05:00:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0008-train-val-dataset.hdf5 into memory [2020-11-18 05:00:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0008-train-val-dataset.hdf5 into memory [2020-11-18 05:00:49 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-18 05:00:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0008-train-val-dataset.hdf5 into memory [2020-11-18 05:00:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0008-train-val-dataset.hdf5 into memory [2020-11-18 05:00:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-18 05:00:50 main:494] : INFO : Creating Model [2020-11-18 05:00:50 main:507] : INFO : Preparing config file [2020-11-18 05:00:50 main:519] : INFO : Creating new config file [2020-11-18 05:00:51 main:559] : INFO : Loading DataLoader into Memory [2020-11-18 05:00:51 main:562] : INFO : Starting Training [2020-11-18 05:00:56 main:574] : INFO : Epoch 1 | loss: 0.0663556 | val_loss: 0.0659046 | Time: 4624.7 ms [2020-11-18 05:01:00 main:574] : INFO : Epoch 2 | loss: 0.0651328 | val_loss: 0.064218 | Time: 4245.04 ms [2020-11-18 05:01:04 main:574] : INFO : Epoch 3 | loss: 0.0618961 | val_loss: 0.0599054 | Time: 4227.34 ms [2020-11-18 05:01:09 main:574] : INFO : Epoch 4 | loss: 0.0577702 | val_loss: 0.0558076 | Time: 4133.31 ms [2020-11-18 05:01:13 main:574] : INFO : Epoch 5 | loss: 0.0543799 | val_loss: 0.0532533 | Time: 4226.89 ms [2020-11-18 05:01:17 main:574] : INFO : Epoch 6 | loss: 0.0522733 | val_loss: 0.0514298 | Time: 4251.19 ms [2020-11-18 05:01:21 main:574] : INFO : Epoch 7 | loss: 0.0505403 | val_loss: 0.0497411 | Time: 4206.01 ms [2020-11-18 05:01:26 main:574] : INFO : Epoch 8 | loss: 0.0489351 | val_loss: 0.0482622 | Time: 4208.33 ms [2020-11-18 05:01:30 main:574] : INFO : Epoch 9 | loss: 0.0473588 | val_loss: 0.0466647 | Time: 4226.38 ms [2020-11-18 05:01:34 main:574] : INFO : Epoch 10 | loss: 0.0456023 | val_loss: 0.0452608 | Time: 4253.59 ms [2020-11-18 05:01:39 main:574] : INFO : Epoch 11 | loss: 0.0437728 | val_loss: 0.0431036 | Time: 4174.92 ms [2020-11-18 05:01:43 main:574] : INFO : Epoch 12 | loss: 0.0418036 | val_loss: 0.0410095 | Time: 4228.89 ms [2020-11-18 05:01:47 main:574] : INFO : Epoch 13 | loss: 0.039309 | val_loss: 0.0386636 | Time: 4249.52 ms [2020-11-18 05:01:51 main:574] : INFO : Epoch 14 | loss: 0.0366545 | val_loss: 0.0359259 | Time: 4172.11 ms [2020-11-18 05:01:56 main:574] : INFO : Epoch 15 | loss: 0.0335339 | val_loss: 0.0328325 | Time: 4248.76 ms [2020-11-18 05:02:00 main:574] : INFO : Epoch 16 | loss: 0.0305295 | val_loss: 0.0302752 | Time: 4246.04 ms [2020-11-18 05:02:04 main:574] : INFO : Epoch 17 | loss: 0.0272216 | val_loss: 0.0269781 | Time: 4256.15 ms [2020-11-18 05:02:09 main:574] : INFO : Epoch 18 | loss: 0.0278341 | val_loss: 0.0296223 | Time: 4227.77 ms [2020-11-18 05:02:13 main:574] : INFO : Epoch 19 | loss: 0.0237175 | val_loss: 0.0212687 | Time: 4255.75 ms [2020-11-18 05:02:17 main:574] : INFO : Epoch 20 | loss: 0.0210412 | val_loss: 0.0207776 | Time: 4239.54 ms [2020-11-18 05:02:21 main:574] : INFO : Epoch 21 | loss: 0.0176497 | val_loss: 0.0257072 | Time: 4231.21 ms [2020-11-18 05:02:26 main:574] : INFO : Epoch 22 | loss: 0.0301194 | val_loss: 0.0200206 | Time: 4154.51 ms [2020-11-18 05:02:30 main:574] : INFO : Epoch 23 | loss: 0.0155673 | val_loss: 0.039691 | Time: 4209.53 ms [2020-11-18 05:02:34 main:574] : INFO : Epoch 24 | loss: 0.0192766 | val_loss: 0.0128121 | Time: 4289.1 ms [2020-11-18 05:02:39 main:574] : INFO : Epoch 25 | loss: 0.011494 | val_loss: 0.0131919 | Time: 4265.85 ms [2020-11-18 05:02:43 main:574] : INFO : Epoch 26 | loss: 0.010724 | val_loss: 0.017275 | Time: 4196.26 ms [2020-11-18 05:02:47 main:574] : INFO : Epoch 27 | loss: 0.0117988 | val_loss: 0.0110796 | Time: 4221.92 ms [2020-11-18 05:02:51 main:574] : INFO : Epoch 28 | loss: 0.00931824 | val_loss: 0.0091642 | Time: 4251.6 ms [2020-11-18 05:02:56 main:574] : INFO : Epoch 29 | loss: 0.00927708 | val_loss: 0.00896729 | Time: 4228.7 ms [2020-11-18 05:03:00 main:574] : INFO : Epoch 30 | loss: 0.00807086 | val_loss: 0.00826347 | Time: 4147.38 ms [2020-11-18 05:03:04 main:574] : INFO : Epoch 31 | loss: 0.00855511 | val_loss: 0.00765949 | Time: 4205.58 ms [2020-11-18 05:03:09 main:574] : INFO : Epoch 32 | loss: 0.00758216 | val_loss: 0.0107566 | Time: 4246.97 ms [2020-11-18 05:03:13 main:574] : INFO : Epoch 33 | loss: 0.00752298 | val_loss: 0.00678563 | Time: 4173.61 ms [2020-11-18 05:03:17 main:574] : INFO : Epoch 34 | loss: 0.0234608 | val_loss: 0.010697 | Time: 4197.14 ms [2020-11-18 05:03:21 main:574] : INFO : Epoch 35 | loss: 0.00806652 | val_loss: 0.00726768 | Time: 4167.43 ms [2020-11-18 05:03:26 main:574] : INFO : Epoch 36 | loss: 0.0066966 | val_loss: 0.00699732 | Time: 4173.3 ms [2020-11-18 05:03:30 main:574] : INFO : Epoch 37 | loss: 0.00611382 | val_loss: 0.00603458 | Time: 4215.07 ms [2020-11-18 05:03:34 main:574] : INFO : Epoch 38 | loss: 0.00929582 | val_loss: 0.00734877 | Time: 4148.76 ms [2020-11-18 05:03:38 main:574] : INFO : Epoch 39 | loss: 0.00628198 | val_loss: 0.00606065 | Time: 4265.72 ms [2020-11-18 05:03:43 main:574] : INFO : Epoch 40 | loss: 0.0055563 | val_loss: 0.00556215 | Time: 4193.78 ms [2020-11-18 05:03:47 main:574] : INFO : Epoch 41 | loss: 0.00525893 | val_loss: 0.00533489 | Time: 4226.18 ms [2020-11-18 05:03:51 main:574] : INFO : Epoch 42 | loss: 0.00504049 | val_loss: 0.0051049 | Time: 4215.12 ms [2020-11-18 05:03:56 main:574] : INFO : Epoch 43 | loss: 0.0048379 | val_loss: 0.00491937 | Time: 4207.07 ms [2020-11-18 05:04:00 main:574] : INFO : Epoch 44 | loss: 0.00466359 | val_loss: 0.0047426 | Time: 4207.07 ms [2020-11-18 05:04:04 main:574] : INFO : Epoch 45 | loss: 0.00449902 | val_loss: 0.00457842 | Time: 4214.57 ms [2020-11-18 05:04:08 main:574] : INFO : Epoch 46 | loss: 0.00433977 | val_loss: 0.00441719 | Time: 4214.93 ms [2020-11-18 05:04:13 main:574] : INFO : Epoch 47 | loss: 0.00418498 | val_loss: 0.00425922 | Time: 4233.95 ms [2020-11-18 05:04:17 main:574] : INFO : Epoch 48 | loss: 0.00403532 | val_loss: 0.00410207 | Time: 4274.09 ms [2020-11-18 05:04:21 main:574] : INFO : Epoch 49 | loss: 0.00388715 | val_loss: 0.0039557 | Time: 4201.67 ms [2020-11-18 05:04:26 main:574] : INFO : Epoch 50 | loss: 0.00374334 | val_loss: 0.00375298 | Time: 4206.06 ms [2020-11-18 05:04:30 main:574] : INFO : Epoch 51 | loss: 0.00360234 | val_loss: 0.0036071 | Time: 4254.48 ms [2020-11-18 05:04:34 main:574] : INFO : Epoch 52 | loss: 0.00346346 | val_loss: 0.00346672 | Time: 4216.27 ms [2020-11-18 05:04:38 main:574] : INFO : Epoch 53 | loss: 0.00332875 | val_loss: 0.00332937 | Time: 4251.89 ms [2020-11-18 05:04:43 main:574] : INFO : Epoch 54 | loss: 0.00319768 | val_loss: 0.00319217 | Time: 4202.8 ms [2020-11-18 05:04:47 main:574] : INFO : Epoch 55 | loss: 0.00306745 | val_loss: 0.00305913 | Time: 4232.49 ms [2020-11-18 05:04:51 main:574] : INFO : Epoch 56 | loss: 0.00294154 | val_loss: 0.00293037 | Time: 4201.87 ms [2020-11-18 05:04:56 main:574] : INFO : Epoch 57 | loss: 0.00281805 | val_loss: 0.00280721 | Time: 4195.72 ms [2020-11-18 05:05:00 main:574] : INFO : Epoch 58 | loss: 0.00269623 | val_loss: 0.00268036 | Time: 4197.41 ms [2020-11-18 05:05:04 main:574] : INFO : Epoch 59 | loss: 0.00257991 | val_loss: 0.00256537 | Time: 4257.98 ms [2020-11-18 05:05:08 main:574] : INFO : Epoch 60 | loss: 0.00246672 | val_loss: 0.00244914 | Time: 4161.17 ms [2020-11-18 05:05:13 main:574] : INFO : Epoch 61 | loss: 0.00235707 | val_loss: 0.00233995 | Time: 4235.96 ms [2020-11-18 05:05:17 main:574] : INFO : Epoch 62 | loss: 0.00225107 | val_loss: 0.00223422 | Time: 4222.36 ms [2020-11-18 05:05:21 main:574] : INFO : Epoch 63 | loss: 0.00214775 | val_loss: 0.00212736 | Time: 4224.35 ms [2020-11-18 05:05:26 main:574] : INFO : Epoch 64 | loss: 0.00204918 | val_loss: 0.00203242 | Time: 4249.81 ms [2020-11-18 05:05:30 main:574] : INFO : Epoch 65 | loss: 0.00195426 | val_loss: 0.00193665 | Time: 4233.02 ms [2020-11-18 05:05:34 main:574] : INFO : Epoch 66 | loss: 0.00186241 | val_loss: 0.00184421 | Time: 4182.64 ms [2020-11-18 05:05:38 main:574] : INFO : Epoch 67 | loss: 0.00177513 | val_loss: 0.00175745 | Time: 4219.66 ms [2020-11-18 05:05:43 main:574] : INFO : Epoch 68 | loss: 0.00168956 | val_loss: 0.00167419 | Time: 4233.4 ms [2020-11-18 05:05:47 main:574] : INFO : Epoch 69 | loss: 0.00160804 | val_loss: 0.00159248 | Time: 4188.35 ms [2020-11-18 05:05:51 main:574] : INFO : Epoch 70 | loss: 0.00152978 | val_loss: 0.00151599 | Time: 4217.9 ms [2020-11-18 05:05:55 main:574] : INFO : Epoch 71 | loss: 0.00145505 | val_loss: 0.00144171 | Time: 4237.09 ms [2020-11-18 05:06:00 main:574] : INFO : Epoch 72 | loss: 0.00138297 | val_loss: 0.00137034 | Time: 4197.24 ms [2020-11-18 05:06:04 main:574] : INFO : Epoch 73 | loss: 0.00131349 | val_loss: 0.00130485 | Time: 4219.4 ms [2020-11-18 05:06:08 main:574] : INFO : Epoch 74 | loss: 0.00124837 | val_loss: 0.00123919 | Time: 4234.65 ms [2020-11-18 05:06:13 main:574] : INFO : Epoch 75 | loss: 0.00118583 | val_loss: 0.00117858 | Time: 4190.42 ms [2020-11-18 05:06:17 main:574] : INFO : Epoch 76 | loss: 0.00112636 | val_loss: 0.00111675 | Time: 4221.51 ms [2020-11-18 05:06:21 main:574] : INFO : Epoch 77 | loss: 0.00106891 | val_loss: 0.00105971 | Time: 4232.69 ms [2020-11-18 05:06:25 main:574] : INFO : Epoch 78 | loss: 0.00101403 | val_loss: 0.00100511 | Time: 4230.51 ms [2020-11-18 05:06:30 main:574] : INFO : Epoch 79 | loss: 0.000962478 | val_loss: 0.000954701 | Time: 4190.17 ms [2020-11-18 05:06:34 main:574] : INFO : Epoch 80 | loss: 0.00091324 | val_loss: 0.000905528 | Time: 4189.71 ms [2020-11-18 05:06:38 main:574] : INFO : Epoch 81 | loss: 0.000865612 | val_loss: 0.000860026 | Time: 4233.6 ms [2020-11-18 05:06:43 main:574] : INFO : Epoch 82 | loss: 0.000820956 | val_loss: 0.000814602 | Time: 4226.52 ms [2020-11-18 05:06:47 main:574] : INFO : Epoch 83 | loss: 0.000778965 | val_loss: 0.000773638 | Time: 4154.94 ms [2020-11-18 05:06:51 main:574] : INFO : Epoch 84 | loss: 0.000738407 | val_loss: 0.000734235 | Time: 4240.48 ms [2020-11-18 05:06:55 main:574] : INFO : Epoch 85 | loss: 0.000700395 | val_loss: 0.00069626 | Time: 4190.06 ms [2020-11-18 05:06:59 main:574] : INFO : Epoch 86 | loss: 0.000664375 | val_loss: 0.000661557 | Time: 4156.95 ms [2020-11-18 05:07:04 main:574] : INFO : Epoch 87 | loss: 0.000630602 | val_loss: 0.000626643 | Time: 4137.23 ms [2020-11-18 05:07:08 main:574] : INFO : Epoch 88 | loss: 0.000598636 | val_loss: 0.000597252 | Time: 4217.1 ms [2020-11-18 05:07:12 main:574] : INFO : Epoch 89 | loss: 0.00056899 | val_loss: 0.000565689 | Time: 4225.85 ms [2020-11-18 05:07:16 main:574] : INFO : Epoch 90 | loss: 0.000539943 | val_loss: 0.00053855 | Time: 4217.41 ms [2020-11-18 05:07:21 main:574] : INFO : Epoch 91 | loss: 0.000513355 | val_loss: 0.000511129 | Time: 4207.75 ms [2020-11-18 05:07:25 main:574] : INFO : Epoch 92 | loss: 0.000487409 | val_loss: 0.000487981 | Time: 4218.1 ms [2020-11-18 05:07:29 main:574] : INFO : Epoch 93 | loss: 0.000463729 | val_loss: 0.000464628 | Time: 4256.21 ms [2020-11-18 05:07:34 main:574] : INFO : Epoch 94 | loss: 0.000440629 | val_loss: 0.000442643 | Time: 4156.14 ms [2020-11-18 05:07:38 main:574] : INFO : Epoch 95 | loss: 0.000420082 | val_loss: 0.000420288 | Time: 4280 ms [2020-11-18 05:07:42 main:574] : INFO : Epoch 96 | loss: 0.000399175 | val_loss: 0.000400018 | Time: 4181.17 ms [2020-11-18 05:07:46 main:574] : INFO : Epoch 97 | loss: 0.000380528 | val_loss: 0.000382761 | Time: 4207.51 ms [2020-11-18 05:07:51 main:574] : INFO : Epoch 98 | loss: 0.000362773 | val_loss: 0.000363544 | Time: 4252.53 ms [2020-11-18 05:07:55 main:574] : INFO : Epoch 99 | loss: 0.000346041 | val_loss: 0.000346472 | Time: 4202.16 ms [2020-11-18 05:07:59 main:574] : INFO : Epoch 100 | loss: 0.000330955 | val_loss: 0.000330835 | Time: 4187.21 ms [2020-11-18 05:08:03 main:574] : INFO : Epoch 101 | loss: 0.000316207 | val_loss: 0.000317452 | Time: 4226.73 ms [2020-11-18 05:08:08 main:574] : INFO : Epoch 102 | loss: 0.000301934 | val_loss: 0.00030354 | Time: 4200.32 ms [2020-11-18 05:08:12 main:574] : INFO : Epoch 103 | loss: 0.000289183 | val_loss: 0.000291331 | Time: 4229.99 ms [2020-11-18 05:08:16 main:574] : INFO : Epoch 104 | loss: 0.000276328 | val_loss: 0.000279333 | Time: 4175.92 ms [2020-11-18 05:08:21 main:574] : INFO : Epoch 105 | loss: 0.000264949 | val_loss: 0.000269149 | Time: 4260.09 ms [2020-11-18 05:08:25 main:574] : INFO : Epoch 106 | loss: 0.000254538 | val_loss: 0.000257656 | Time: 4299.45 ms [2020-11-18 05:08:29 main:574] : INFO : Epoch 107 | loss: 0.000244306 | val_loss: 0.000249189 | Time: 4365.22 ms [2020-11-18 05:08:34 main:574] : INFO : Epoch 108 | loss: 0.000234093 | val_loss: 0.000238798 | Time: 4246.45 ms [2020-11-18 05:08:38 main:574] : INFO : Epoch 109 | loss: 0.000225117 | val_loss: 0.000227271 | Time: 4251.03 ms [2020-11-18 05:08:42 main:574] : INFO : Epoch 110 | loss: 0.000216148 | val_loss: 0.000218156 | Time: 4199.53 ms [2020-11-18 05:08:46 main:574] : INFO : Epoch 111 | loss: 0.000208076 | val_loss: 0.000212423 | Time: 4277.33 ms [2020-11-18 05:08:51 main:574] : INFO : Epoch 112 | loss: 0.00020023 | val_loss: 0.000203516 | Time: 4236.48 ms [2020-11-18 05:08:55 main:574] : INFO : Epoch 113 | loss: 0.00019321 | val_loss: 0.000196565 | Time: 4235.64 ms [2020-11-18 05:08:59 main:574] : INFO : Epoch 114 | loss: 0.000186092 | val_loss: 0.000190118 | Time: 4236.48 ms [2020-11-18 05:09:04 main:574] : INFO : Epoch 115 | loss: 0.00017906 | val_loss: 0.000182629 | Time: 4202.36 ms [2020-11-18 05:09:08 main:574] : INFO : Epoch 116 | loss: 0.000173085 | val_loss: 0.000176297 | Time: 4231.61 ms [2020-11-18 05:09:12 main:574] : INFO : Epoch 117 | loss: 0.000167203 | val_loss: 0.000171952 | Time: 4263.41 ms [2020-11-18 05:09:17 main:574] : INFO : Epoch 118 | loss: 0.000161435 | val_loss: 0.000164617 | Time: 4204.68 ms [2020-11-18 05:09:21 main:574] : INFO : Epoch 119 | loss: 0.000155951 | val_loss: 0.000160675 | Time: 4226.34 ms [2020-11-18 05:09:25 main:574] : INFO : Epoch 120 | loss: 0.000151404 | val_loss: 0.000157237 | Time: 4232.58 ms [2020-11-18 05:09:29 main:574] : INFO : Epoch 121 | loss: 0.000146321 | val_loss: 0.000149903 | Time: 4258.46 ms [2020-11-18 05:09:34 main:574] : INFO : Epoch 122 | loss: 0.000141451 | val_loss: 0.000145583 | Time: 4199.74 ms [2020-11-18 05:09:38 main:574] : INFO : Epoch 123 | loss: 0.000136789 | val_loss: 0.000141185 | Time: 4206.55 ms [2020-11-18 05:09:42 main:574] : INFO : Epoch 124 | loss: 0.000132939 | val_loss: 0.000137409 | Time: 4262.16 ms [2020-11-18 05:09:47 main:574] : INFO : Epoch 125 | loss: 0.000128839 | val_loss: 0.000134622 | Time: 4223.81 ms [2020-11-18 05:09:51 main:574] : INFO : Epoch 126 | loss: 0.000124799 | val_loss: 0.000129784 | Time: 4261.3 ms [2020-11-18 05:09:55 main:574] : INFO : Epoch 127 | loss: 0.000121058 | val_loss: 0.000124088 | Time: 4294.75 ms [2020-11-18 05:09:59 main:574] : INFO : Epoch 128 | loss: 0.000117729 | val_loss: 0.000121139 | Time: 4218.66 ms [2020-11-18 05:10:04 main:574] : INFO : Epoch 129 | loss: 0.000114855 | val_loss: 0.000118152 | Time: 4184.33 ms [2020-11-18 05:10:08 main:574] : INFO : Epoch 130 | loss: 0.000111545 | val_loss: 0.000116593 | Time: 4281.7 ms [2020-11-18 05:10:12 main:574] : INFO : Epoch 131 | loss: 0.000108537 | val_loss: 0.000111811 | Time: 4291.49 ms [2020-11-18 05:10:17 main:574] : INFO : Epoch 132 | loss: 0.00010546 | val_loss: 0.000110088 | Time: 4229.12 ms [2020-11-18 05:10:21 main:574] : INFO : Epoch 133 | loss: 0.000102638 | val_loss: 0.000107196 | Time: 4268.14 ms [2020-11-18 05:10:25 main:574] : INFO : Epoch 134 | loss: 9.9936e-05 | val_loss: 0.000104162 | Time: 4237.61 ms [2020-11-18 05:10:30 main:574] : INFO : Epoch 135 | loss: 9.73615e-05 | val_loss: 0.000100652 | Time: 4227.63 ms [2020-11-18 05:10:34 main:574] : INFO : Epoch 136 | loss: 9.52131e-05 | val_loss: 9.85207e-05 | Time: 4255.57 ms [2020-11-18 05:10:38 main:574] : INFO : Epoch 137 | loss: 9.31077e-05 | val_loss: 9.86176e-05 | Time: 4280.92 ms [2020-11-18 05:10:43 main:574] : INFO : Epoch 138 | loss: 9.07029e-05 | val_loss: 9.41592e-05 | Time: 4186.26 ms [2020-11-18 05:10:47 main:574] : INFO : Epoch 139 | loss: 8.83487e-05 | val_loss: 9.30354e-05 | Time: 4228.13 ms [2020-11-18 05:10:51 main:574] : INFO : Epoch 140 | loss: 8.6582e-05 | val_loss: 8.96531e-05 | Time: 4267.87 ms [2020-11-18 05:10:55 main:574] : INFO : Epoch 141 | loss: 8.44044e-05 | val_loss: 8.87723e-05 | Time: 4261.12 ms [2020-11-18 05:11:00 main:574] : INFO : Epoch 142 | loss: 8.24574e-05 | val_loss: 8.67408e-05 | Time: 4213.73 ms [2020-11-18 05:11:04 main:574] : INFO : Epoch 143 | loss: 8.05888e-05 | val_loss: 8.39005e-05 | Time: 4213.62 ms [2020-11-18 05:11:08 main:574] : INFO : Epoch 144 | loss: 7.86578e-05 | val_loss: 8.35703e-05 | Time: 4200.3 ms [2020-11-18 05:11:13 main:574] : INFO : Epoch 145 | loss: 7.78543e-05 | val_loss: 8.18478e-05 | Time: 4225.58 ms [2020-11-18 05:11:17 main:574] : INFO : Epoch 146 | loss: 7.57179e-05 | val_loss: 7.88151e-05 | Time: 4256.36 ms [2020-11-18 05:11:21 main:574] : INFO : Epoch 147 | loss: 7.42001e-05 | val_loss: 7.79468e-05 | Time: 4177.55 ms [2020-11-18 05:11:26 main:574] : INFO : Epoch 148 | loss: 7.27092e-05 | val_loss: 7.5688e-05 | Time: 4177.63 ms [2020-11-18 05:11:30 main:574] : INFO : Epoch 149 | loss: 7.08822e-05 | val_loss: 7.53136e-05 | Time: 4218.69 ms [2020-11-18 05:11:34 main:574] : INFO : Epoch 150 | loss: 6.93095e-05 | val_loss: 7.36718e-05 | Time: 4268.95 ms [2020-11-18 05:11:38 main:574] : INFO : Epoch 151 | loss: 6.81581e-05 | val_loss: 7.27114e-05 | Time: 4245.15 ms [2020-11-18 05:11:43 main:574] : INFO : Epoch 152 | loss: 6.70516e-05 | val_loss: 7.05541e-05 | Time: 4241.51 ms [2020-11-18 05:11:47 main:574] : INFO : Epoch 153 | loss: 6.54505e-05 | val_loss: 6.94379e-05 | Time: 4264.5 ms [2020-11-18 05:11:51 main:574] : INFO : Epoch 154 | loss: 6.41913e-05 | val_loss: 6.78903e-05 | Time: 4210.64 ms [2020-11-18 05:11:56 main:574] : INFO : Epoch 155 | loss: 6.31995e-05 | val_loss: 6.79213e-05 | Time: 4274.39 ms [2020-11-18 05:12:00 main:574] : INFO : Epoch 156 | loss: 6.21063e-05 | val_loss: 6.58694e-05 | Time: 4171.39 ms [2020-11-18 05:12:04 main:574] : INFO : Epoch 157 | loss: 6.10479e-05 | val_loss: 6.50083e-05 | Time: 4275.46 ms [2020-11-18 05:12:09 main:574] : INFO : Epoch 158 | loss: 6.00731e-05 | val_loss: 6.30829e-05 | Time: 4244.82 ms [2020-11-18 05:12:13 main:574] : INFO : Epoch 159 | loss: 5.85532e-05 | val_loss: 6.17112e-05 | Time: 4268.44 ms [2020-11-18 05:12:17 main:574] : INFO : Epoch 160 | loss: 5.77071e-05 | val_loss: 6.0556e-05 | Time: 4268.74 ms [2020-11-18 05:12:22 main:574] : INFO : Epoch 161 | loss: 5.67681e-05 | val_loss: 6.07508e-05 | Time: 4256.28 ms [2020-11-18 05:12:26 main:574] : INFO : Epoch 162 | loss: 5.58983e-05 | val_loss: 5.99025e-05 | Time: 4200.74 ms [2020-11-18 05:12:30 main:574] : INFO : Epoch 163 | loss: 5.46047e-05 | val_loss: 5.73464e-05 | Time: 4240.74 ms [2020-11-18 05:12:35 main:574] : INFO : Epoch 164 | loss: 5.39014e-05 | val_loss: 5.73379e-05 | Time: 4246.6 ms [2020-11-18 05:12:39 main:574] : INFO : Epoch 165 | loss: 5.32027e-05 | val_loss: 5.56419e-05 | Time: 4296.33 ms [2020-11-18 05:12:43 main:574] : INFO : Epoch 166 | loss: 5.1898e-05 | val_loss: 5.56235e-05 | Time: 4229.47 ms [2020-11-18 05:12:48 main:574] : INFO : Epoch 167 | loss: 5.13113e-05 | val_loss: 5.35703e-05 | Time: 4238.93 ms [2020-11-18 05:12:52 main:574] : INFO : Epoch 168 | loss: 5.04272e-05 | val_loss: 5.31513e-05 | Time: 4262.91 ms [2020-11-18 05:12:56 main:574] : INFO : Epoch 169 | loss: 4.98873e-05 | val_loss: 5.30378e-05 | Time: 4247.12 ms [2020-11-18 05:13:01 main:574] : INFO : Epoch 170 | loss: 4.9079e-05 | val_loss: 5.22901e-05 | Time: 4265.55 ms [2020-11-18 05:13:05 main:574] : INFO : Epoch 171 | loss: 4.83212e-05 | val_loss: 5.08777e-05 | Time: 4261.45 ms [2020-11-18 05:13:09 main:574] : INFO : Epoch 172 | loss: 4.73306e-05 | val_loss: 5.18202e-05 | Time: 4258.15 ms [2020-11-18 05:13:14 main:574] : INFO : Epoch 173 | loss: 4.70101e-05 | val_loss: 4.90479e-05 | Time: 4237.27 ms [2020-11-18 05:13:18 main:574] : INFO : Epoch 174 | loss: 4.63649e-05 | val_loss: 4.87798e-05 | Time: 4251.9 ms [2020-11-18 05:13:22 main:574] : INFO : Epoch 175 | loss: 4.49708e-05 | val_loss: 4.74555e-05 | Time: 4270.44 ms [2020-11-18 05:13:27 main:574] : INFO : Epoch 176 | loss: 4.4607e-05 | val_loss: 4.70645e-05 | Time: 4209.63 ms [2020-11-18 05:13:31 main:574] : INFO : Epoch 177 | loss: 4.42174e-05 | val_loss: 4.72375e-05 | Time: 4226.77 ms [2020-11-18 05:13:35 main:574] : INFO : Epoch 178 | loss: 4.38434e-05 | val_loss: 4.68674e-05 | Time: 4247.61 ms [2020-11-18 05:13:40 main:574] : INFO : Epoch 179 | loss: 4.25416e-05 | val_loss: 4.57798e-05 | Time: 4263.73 ms [2020-11-18 05:13:44 main:574] : INFO : Epoch 180 | loss: 4.26572e-05 | val_loss: 4.56919e-05 | Time: 4293.85 ms [2020-11-18 05:13:48 main:574] : INFO : Epoch 181 | loss: 4.16655e-05 | val_loss: 4.47963e-05 | Time: 4213.26 ms [2020-11-18 05:13:53 main:574] : INFO : Epoch 182 | loss: 4.0879e-05 | val_loss: 4.36915e-05 | Time: 4228.03 ms [2020-11-18 05:13:57 main:574] : INFO : Epoch 183 | loss: 4.06368e-05 | val_loss: 4.41023e-05 | Time: 4262.63 ms [2020-11-18 05:14:01 main:574] : INFO : Epoch 184 | loss: 4.05104e-05 | val_loss: 4.16475e-05 | Time: 4202.96 ms [2020-11-18 05:14:05 main:574] : INFO : Epoch 185 | loss: 3.94817e-05 | val_loss: 4.19589e-05 | Time: 4202.62 ms [2020-11-18 05:14:10 main:574] : INFO : Epoch 186 | loss: 3.88669e-05 | val_loss: 4.23508e-05 | Time: 4269.4 ms [2020-11-18 05:14:14 main:574] : INFO : Epoch 187 | loss: 3.86176e-05 | val_loss: 4.10381e-05 | Time: 4218.01 ms [2020-11-18 05:14:18 main:574] : INFO : Epoch 188 | loss: 3.80198e-05 | val_loss: 4.07898e-05 | Time: 4201.7 ms [2020-11-18 05:14:23 main:574] : INFO : Epoch 189 | loss: 3.76748e-05 | val_loss: 3.945e-05 | Time: 4217.58 ms [2020-11-18 05:14:27 main:574] : INFO : Epoch 190 | loss: 3.70479e-05 | val_loss: 3.92071e-05 | Time: 4221.23 ms [2020-11-18 05:14:31 main:574] : INFO : Epoch 191 | loss: 3.66662e-05 | val_loss: 3.96627e-05 | Time: 4288.02 ms [2020-11-18 05:14:36 main:574] : INFO : Epoch 192 | loss: 3.65106e-05 | val_loss: 3.80479e-05 | Time: 4224.29 ms [2020-11-18 05:14:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.80479e-05 [2020-11-18 05:14:36 main:603] : INFO : Saving end state to config to file [2020-11-18 05:14:36 main:608] : INFO : Success, exiting.. 05:14:36 (11124): 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)