Task 2861996
| Name | rand_automata_0025-1605108253-27966-0_0 |
| Workunit | 1291087 |
| Created | 11 Nov 2020, 15:24:18 UTC |
| Sent | 11 Nov 2020, 19:57:14 UTC |
| Report deadline | 19 Nov 2020, 19:57:14 UTC |
| Received | 12 Nov 2020, 7:08:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3369 |
| Run time | 10 min 51 sec |
| CPU time | 10 min 43 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 3,923.22 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.04 GB |
| Peak disk usage | 1.53 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 970) [2020-11-12 07:07:48 main:435] : INFO : Set logging level to 1 [2020-11-12 07:07:48 main:441] : INFO : Running in BOINC Client mode [2020-11-12 07:07:48 main:444] : INFO : Resolving all filenames [2020-11-12 07:07:48 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 (exists = 1) [2020-11-12 07:07:48 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-1605108253-27966-0_0_r213051851_1 (exists = 0) [2020-11-12 07:07:48 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-1605108253-27966-0_0_r213051851_0 (exists = 0) [2020-11-12 07:07:48 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-12 07:07:48 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 07:07:48 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 [2020-11-12 07:07:48 main:474] : INFO : Configuration: [2020-11-12 07:07:48 main:475] : INFO : Model type: LSTM [2020-11-12 07:07:48 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 07:07:48 main:477] : INFO : Max Epochs: 192 [2020-11-12 07:07:48 main:478] : INFO : Batch Size: 32 [2020-11-12 07:07:48 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 07:07:48 main:480] : INFO : Patience: 10 [2020-11-12 07:07:48 main:481] : INFO : Hidden Width: 64 [2020-11-12 07:07:48 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 07:07:48 main:483] : INFO : # Backend Layers: 2 [2020-11-12 07:07:48 main:484] : INFO : # Threads: 1 [2020-11-12 07:07:48 main:486] : INFO : Preparing Dataset [2020-11-12 07:07:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-12 07:07:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-12 07:07:50 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 07:07:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-12 07:07:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-12 07:07:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 07:07:50 main:494] : INFO : Creating Model [2020-11-12 07:07:50 main:507] : INFO : Preparing config file [2020-11-12 07:07:50 main:519] : INFO : Creating new config file [2020-11-12 07:07:50 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 07:07:50 main:562] : INFO : Starting Training [2020-11-12 07:07:54 main:574] : INFO : Epoch 1 | loss: 0.0659969 | val_loss: 0.065721 | Time: 3562.34 ms [2020-11-12 07:07:57 main:574] : INFO : Epoch 2 | loss: 0.0648303 | val_loss: 0.0631863 | Time: 3415.52 ms [2020-11-12 07:08:01 main:574] : INFO : Epoch 3 | loss: 0.0615903 | val_loss: 0.0597199 | Time: 3349 ms [2020-11-12 07:08:04 main:574] : INFO : Epoch 4 | loss: 0.0583994 | val_loss: 0.0571987 | Time: 3306.46 ms [2020-11-12 07:08:08 main:574] : INFO : Epoch 5 | loss: 0.0562747 | val_loss: 0.0553573 | Time: 3397.01 ms [2020-11-12 07:08:11 main:574] : INFO : Epoch 6 | loss: 0.0546349 | val_loss: 0.0538669 | Time: 3344.54 ms [2020-11-12 07:08:14 main:574] : INFO : Epoch 7 | loss: 0.0532669 | val_loss: 0.052612 | Time: 3266.36 ms [2020-11-12 07:08:18 main:574] : INFO : Epoch 8 | loss: 0.0519679 | val_loss: 0.051411 | Time: 3386.99 ms [2020-11-12 07:08:21 main:574] : INFO : Epoch 9 | loss: 0.0507015 | val_loss: 0.0501192 | Time: 3338.7 ms [2020-11-12 07:08:24 main:574] : INFO : Epoch 10 | loss: 0.0493917 | val_loss: 0.0491 | Time: 3301.46 ms [2020-11-12 07:08:28 main:574] : INFO : Epoch 11 | loss: 0.0480446 | val_loss: 0.0475691 | Time: 3405.05 ms [2020-11-12 07:08:31 main:574] : INFO : Epoch 12 | loss: 0.0466259 | val_loss: 0.0462007 | Time: 3338.99 ms [2020-11-12 07:08:34 main:574] : INFO : Epoch 13 | loss: 0.0449612 | val_loss: 0.0447937 | Time: 3311.5 ms [2020-11-12 07:08:38 main:574] : INFO : Epoch 14 | loss: 0.0430576 | val_loss: 0.0425592 | Time: 3407.46 ms [2020-11-12 07:08:41 main:574] : INFO : Epoch 15 | loss: 0.0406881 | val_loss: 0.0400615 | Time: 3342.93 ms [2020-11-12 07:08:44 main:574] : INFO : Epoch 16 | loss: 0.0382405 | val_loss: 0.0378015 | Time: 3324.41 ms [2020-11-12 07:08:48 main:574] : INFO : Epoch 17 | loss: 0.0351814 | val_loss: 0.0353686 | Time: 3372.68 ms [2020-11-12 07:08:51 main:574] : INFO : Epoch 18 | loss: 0.0317262 | val_loss: 0.0317941 | Time: 3320.25 ms [2020-11-12 07:08:54 main:574] : INFO : Epoch 19 | loss: 0.0281533 | val_loss: 0.0279022 | Time: 3287.74 ms [2020-11-12 07:08:58 main:574] : INFO : Epoch 20 | loss: 0.0261138 | val_loss: 0.0265611 | Time: 3395.04 ms [2020-11-12 07:09:01 main:574] : INFO : Epoch 21 | loss: 0.0224606 | val_loss: 0.0242477 | Time: 3319.15 ms [2020-11-12 07:09:04 main:574] : INFO : Epoch 22 | loss: 0.0334555 | val_loss: 0.0360711 | Time: 3314.8 ms [2020-11-12 07:09:08 main:574] : INFO : Epoch 23 | loss: 0.0274153 | val_loss: 0.020851 | Time: 3385.65 ms [2020-11-12 07:09:11 main:574] : INFO : Epoch 24 | loss: 0.0361267 | val_loss: 0.0315343 | Time: 3307.75 ms [2020-11-12 07:09:14 main:574] : INFO : Epoch 25 | loss: 0.022151 | val_loss: 0.0201836 | Time: 3326.21 ms [2020-11-12 07:09:18 main:574] : INFO : Epoch 26 | loss: 0.0160796 | val_loss: 0.0163296 | Time: 3398.5 ms [2020-11-12 07:09:21 main:574] : INFO : Epoch 27 | loss: 0.0160286 | val_loss: 0.0159129 | Time: 3317.48 ms [2020-11-12 07:09:24 main:574] : INFO : Epoch 28 | loss: 0.0144785 | val_loss: 0.0124706 | Time: 3336.22 ms [2020-11-12 07:09:28 main:574] : INFO : Epoch 29 | loss: 0.0130581 | val_loss: 0.0126106 | Time: 3410.01 ms [2020-11-12 07:09:31 main:574] : INFO : Epoch 30 | loss: 0.0109456 | val_loss: 0.0113062 | Time: 3325.47 ms [2020-11-12 07:09:35 main:574] : INFO : Epoch 31 | loss: 0.0105271 | val_loss: 0.0118143 | Time: 3322.78 ms [2020-11-12 07:09:38 main:574] : INFO : Epoch 32 | loss: 0.0127968 | val_loss: 0.0115591 | Time: 3394.69 ms [2020-11-12 07:09:41 main:574] : INFO : Epoch 33 | loss: 0.00971578 | val_loss: 0.00940742 | Time: 3296.42 ms [2020-11-12 07:09:45 main:574] : INFO : Epoch 34 | loss: 0.00923863 | val_loss: 0.0117243 | Time: 3317.91 ms [2020-11-12 07:09:48 main:574] : INFO : Epoch 35 | loss: 0.0144324 | val_loss: 0.0129106 | Time: 3361.77 ms [2020-11-12 07:09:51 main:574] : INFO : Epoch 36 | loss: 0.012081 | val_loss: 0.0100591 | Time: 3279.88 ms [2020-11-12 07:09:55 main:574] : INFO : Epoch 37 | loss: 0.00881184 | val_loss: 0.00843924 | Time: 3302.24 ms [2020-11-12 07:09:58 main:574] : INFO : Epoch 38 | loss: 0.00801126 | val_loss: 0.00815921 | Time: 3365.7 ms [2020-11-12 07:10:01 main:574] : INFO : Epoch 39 | loss: 0.00767402 | val_loss: 0.00770944 | Time: 3316.78 ms [2020-11-12 07:10:05 main:574] : INFO : Epoch 40 | loss: 0.00737727 | val_loss: 0.007461 | Time: 3331.42 ms [2020-11-12 07:10:08 main:574] : INFO : Epoch 41 | loss: 0.00715371 | val_loss: 0.00733558 | Time: 3405.37 ms [2020-11-12 07:10:11 main:574] : INFO : Epoch 42 | loss: 0.0069507 | val_loss: 0.00700521 | Time: 3306.18 ms [2020-11-12 07:10:15 main:574] : INFO : Epoch 43 | loss: 0.00672402 | val_loss: 0.00678301 | Time: 3339.7 ms [2020-11-12 07:10:18 main:574] : INFO : Epoch 44 | loss: 0.00652759 | val_loss: 0.00656353 | Time: 3397.53 ms [2020-11-12 07:10:21 main:574] : INFO : Epoch 45 | loss: 0.00633916 | val_loss: 0.00636179 | Time: 3293.69 ms [2020-11-12 07:10:25 main:574] : INFO : Epoch 46 | loss: 0.00615325 | val_loss: 0.00615826 | Time: 3344.66 ms [2020-11-12 07:10:28 main:574] : INFO : Epoch 47 | loss: 0.00597202 | val_loss: 0.00595268 | Time: 3397.36 ms [2020-11-12 07:10:31 main:574] : INFO : Epoch 48 | loss: 0.00579666 | val_loss: 0.00582793 | Time: 3307.18 ms [2020-11-12 07:10:35 main:574] : INFO : Epoch 49 | loss: 0.00672388 | val_loss: 0.0204643 | Time: 3334.13 ms [2020-11-12 07:10:38 main:574] : INFO : Epoch 50 | loss: 0.00779888 | val_loss: 0.00586065 | Time: 3370.34 ms [2020-11-12 07:10:41 main:574] : INFO : Epoch 51 | loss: 0.0055556 | val_loss: 0.00544369 | Time: 3273.78 ms [2020-11-12 07:10:45 main:574] : INFO : Epoch 52 | loss: 0.00528925 | val_loss: 0.00522868 | Time: 3344.02 ms [2020-11-12 07:10:48 main:574] : INFO : Epoch 53 | loss: 0.00510849 | val_loss: 0.0050591 | Time: 3399.61 ms [2020-11-12 07:10:51 main:574] : INFO : Epoch 54 | loss: 0.00492553 | val_loss: 0.0048894 | Time: 3298.86 ms [2020-11-12 07:10:55 main:574] : INFO : Epoch 55 | loss: 0.00477044 | val_loss: 0.00473961 | Time: 3353.76 ms [2020-11-12 07:10:58 main:574] : INFO : Epoch 56 | loss: 0.0046264 | val_loss: 0.0045958 | Time: 3407.04 ms [2020-11-12 07:11:02 main:574] : INFO : Epoch 57 | loss: 0.00451219 | val_loss: 0.00448426 | Time: 3330.8 ms [2020-11-12 07:11:05 main:574] : INFO : Epoch 58 | loss: 0.0043544 | val_loss: 0.0043206 | Time: 3393.3 ms [2020-11-12 07:11:08 main:574] : INFO : Epoch 59 | loss: 0.00421632 | val_loss: 0.00418299 | Time: 3395.74 ms [2020-11-12 07:11:12 main:574] : INFO : Epoch 60 | loss: 0.00417138 | val_loss: 0.00409019 | Time: 3267.84 ms [2020-11-12 07:11:15 main:574] : INFO : Epoch 61 | loss: 0.00396892 | val_loss: 0.00393147 | Time: 3377.6 ms [2020-11-12 07:11:18 main:574] : INFO : Epoch 62 | loss: 0.00383602 | val_loss: 0.00380422 | Time: 3401.1 ms [2020-11-12 07:11:22 main:574] : INFO : Epoch 63 | loss: 0.00371225 | val_loss: 0.00367874 | Time: 3275.55 ms [2020-11-12 07:11:25 main:574] : INFO : Epoch 64 | loss: 0.00359186 | val_loss: 0.00355723 | Time: 3377.39 ms [2020-11-12 07:11:28 main:574] : INFO : Epoch 65 | loss: 0.00347332 | val_loss: 0.00344345 | Time: 3401.44 ms [2020-11-12 07:11:32 main:574] : INFO : Epoch 66 | loss: 0.00336081 | val_loss: 0.00332794 | Time: 3265.11 ms [2020-11-12 07:11:35 main:574] : INFO : Epoch 67 | loss: 0.00324737 | val_loss: 0.00322117 | Time: 3366.38 ms [2020-11-12 07:11:38 main:574] : INFO : Epoch 68 | loss: 0.00315065 | val_loss: 0.00311169 | Time: 3408.74 ms [2020-11-12 07:11:42 main:574] : INFO : Epoch 69 | loss: 0.00303179 | val_loss: 0.00300118 | Time: 3261.25 ms [2020-11-12 07:11:45 main:574] : INFO : Epoch 70 | loss: 0.00292717 | val_loss: 0.00289531 | Time: 3387.64 ms [2020-11-12 07:11:49 main:574] : INFO : Epoch 71 | loss: 0.00282414 | val_loss: 0.00279324 | Time: 3411.56 ms [2020-11-12 07:11:52 main:574] : INFO : Epoch 72 | loss: 0.00272573 | val_loss: 0.00269866 | Time: 3249.14 ms [2020-11-12 07:11:55 main:574] : INFO : Epoch 73 | loss: 0.00262817 | val_loss: 0.00260551 | Time: 3395.58 ms [2020-11-12 07:11:59 main:574] : INFO : Epoch 74 | loss: 0.0025355 | val_loss: 0.00250905 | Time: 3399.57 ms [2020-11-12 07:12:02 main:574] : INFO : Epoch 75 | loss: 0.00244454 | val_loss: 0.0024191 | Time: 3238.68 ms [2020-11-12 07:12:05 main:574] : INFO : Epoch 76 | loss: 0.00235645 | val_loss: 0.00233178 | Time: 3396.25 ms [2020-11-12 07:12:09 main:574] : INFO : Epoch 77 | loss: 0.00227179 | val_loss: 0.00224807 | Time: 3401.09 ms [2020-11-12 07:12:12 main:574] : INFO : Epoch 78 | loss: 0.00219026 | val_loss: 0.00217128 | Time: 3252.85 ms [2020-11-12 07:12:15 main:574] : INFO : Epoch 79 | loss: 0.00210939 | val_loss: 0.00208913 | Time: 3399 ms [2020-11-12 07:12:19 main:574] : INFO : Epoch 80 | loss: 0.00203394 | val_loss: 0.00201192 | Time: 3397.5 ms [2020-11-12 07:12:22 main:574] : INFO : Epoch 81 | loss: 0.00195783 | val_loss: 0.001941 | Time: 3253.07 ms [2020-11-12 07:12:25 main:574] : INFO : Epoch 82 | loss: 0.00188672 | val_loss: 0.00187063 | Time: 3390.32 ms [2020-11-12 07:12:29 main:574] : INFO : Epoch 83 | loss: 0.00181759 | val_loss: 0.0017983 | Time: 3405.36 ms [2020-11-12 07:12:32 main:574] : INFO : Epoch 84 | loss: 0.00175007 | val_loss: 0.00173465 | Time: 3241.22 ms [2020-11-12 07:12:35 main:574] : INFO : Epoch 85 | loss: 0.00168567 | val_loss: 0.00167752 | Time: 3400.45 ms [2020-11-12 07:12:39 main:574] : INFO : Epoch 86 | loss: 0.00162375 | val_loss: 0.00161561 | Time: 3403.16 ms [2020-11-12 07:12:42 main:574] : INFO : Epoch 87 | loss: 0.0015633 | val_loss: 0.00155603 | Time: 3240.7 ms [2020-11-12 07:12:45 main:574] : INFO : Epoch 88 | loss: 0.00150545 | val_loss: 0.00149606 | Time: 3398.88 ms [2020-11-12 07:12:49 main:574] : INFO : Epoch 89 | loss: 0.00144894 | val_loss: 0.00144264 | Time: 3407.55 ms [2020-11-12 07:12:52 main:574] : INFO : Epoch 90 | loss: 0.00139476 | val_loss: 0.00138972 | Time: 3241.27 ms [2020-11-12 07:12:56 main:574] : INFO : Epoch 91 | loss: 0.00134395 | val_loss: 0.00133954 | Time: 3396.74 ms [2020-11-12 07:12:59 main:574] : INFO : Epoch 92 | loss: 0.00129383 | val_loss: 0.00128895 | Time: 3402.38 ms [2020-11-12 07:13:02 main:574] : INFO : Epoch 93 | loss: 0.0012451 | val_loss: 0.00124177 | Time: 3266.68 ms [2020-11-12 07:13:06 main:574] : INFO : Epoch 94 | loss: 0.00119853 | val_loss: 0.00119612 | Time: 3400.02 ms [2020-11-12 07:13:09 main:574] : INFO : Epoch 95 | loss: 0.00115366 | val_loss: 0.00115488 | Time: 3416.38 ms [2020-11-12 07:13:12 main:574] : INFO : Epoch 96 | loss: 0.00111114 | val_loss: 0.0011087 | Time: 3301.18 ms [2020-11-12 07:13:16 main:574] : INFO : Epoch 97 | loss: 0.00106765 | val_loss: 0.00106882 | Time: 3433.48 ms [2020-11-12 07:13:19 main:574] : INFO : Epoch 98 | loss: 0.00102692 | val_loss: 0.0010272 | Time: 3386.91 ms [2020-11-12 07:13:22 main:574] : INFO : Epoch 99 | loss: 0.000988808 | val_loss: 0.000988086 | Time: 3231.59 ms [2020-11-12 07:13:26 main:574] : INFO : Epoch 100 | loss: 0.000952127 | val_loss: 0.00095641 | Time: 3406.51 ms [2020-11-12 07:13:29 main:574] : INFO : Epoch 101 | loss: 0.000917052 | val_loss: 0.000916693 | Time: 3410.04 ms [2020-11-12 07:13:32 main:574] : INFO : Epoch 102 | loss: 0.000882745 | val_loss: 0.000886952 | Time: 3248.98 ms [2020-11-12 07:13:36 main:574] : INFO : Epoch 103 | loss: 0.000851412 | val_loss: 0.000854272 | Time: 3406.82 ms [2020-11-12 07:13:39 main:574] : INFO : Epoch 104 | loss: 0.000820856 | val_loss: 0.000825867 | Time: 3402.93 ms [2020-11-12 07:13:43 main:574] : INFO : Epoch 105 | loss: 0.000792548 | val_loss: 0.000791949 | Time: 3241.56 ms [2020-11-12 07:13:46 main:574] : INFO : Epoch 106 | loss: 0.000764218 | val_loss: 0.000770041 | Time: 3383.61 ms [2020-11-12 07:13:49 main:574] : INFO : Epoch 107 | loss: 0.00073844 | val_loss: 0.000743109 | Time: 3382.18 ms [2020-11-12 07:13:53 main:574] : INFO : Epoch 108 | loss: 0.000712975 | val_loss: 0.000714463 | Time: 3243.87 ms [2020-11-12 07:13:56 main:574] : INFO : Epoch 109 | loss: 0.000689186 | val_loss: 0.000693776 | Time: 3370.06 ms [2020-11-12 07:13:59 main:574] : INFO : Epoch 110 | loss: 0.000666451 | val_loss: 0.000665304 | Time: 3379.43 ms [2020-11-12 07:14:03 main:574] : INFO : Epoch 111 | loss: 0.000643349 | val_loss: 0.000643647 | Time: 3352.9 ms [2020-11-12 07:14:06 main:574] : INFO : Epoch 112 | loss: 0.000622327 | val_loss: 0.000624654 | Time: 3287.32 ms [2020-11-12 07:14:09 main:574] : INFO : Epoch 113 | loss: 0.000601188 | val_loss: 0.000603688 | Time: 3379.33 ms [2020-11-12 07:14:13 main:574] : INFO : Epoch 114 | loss: 0.000583781 | val_loss: 0.000584328 | Time: 3346.49 ms [2020-11-12 07:14:16 main:574] : INFO : Epoch 115 | loss: 0.000562489 | val_loss: 0.000575426 | Time: 3304.77 ms [2020-11-12 07:14:19 main:574] : INFO : Epoch 116 | loss: 0.000545038 | val_loss: 0.000546703 | Time: 3404.57 ms [2020-11-12 07:14:23 main:574] : INFO : Epoch 117 | loss: 0.000526967 | val_loss: 0.000532243 | Time: 3331.29 ms [2020-11-12 07:14:26 main:574] : INFO : Epoch 118 | loss: 0.000511012 | val_loss: 0.000521228 | Time: 3310.4 ms [2020-11-12 07:14:29 main:574] : INFO : Epoch 119 | loss: 0.000496103 | val_loss: 0.000503345 | Time: 3406.05 ms [2020-11-12 07:14:33 main:574] : INFO : Epoch 120 | loss: 0.00048063 | val_loss: 0.000506595 | Time: 3327.52 ms [2020-11-12 07:14:36 main:574] : INFO : Epoch 121 | loss: 0.000467547 | val_loss: 0.000498632 | Time: 3299.07 ms [2020-11-12 07:14:40 main:574] : INFO : Epoch 122 | loss: 0.000452908 | val_loss: 0.000487878 | Time: 3380.65 ms [2020-11-12 07:14:43 main:574] : INFO : Epoch 123 | loss: 0.000439129 | val_loss: 0.000478032 | Time: 3340.15 ms [2020-11-12 07:14:46 main:574] : INFO : Epoch 124 | loss: 0.000427948 | val_loss: 0.000461944 | Time: 3306.97 ms [2020-11-12 07:14:50 main:574] : INFO : Epoch 125 | loss: 0.000416832 | val_loss: 0.000444087 | Time: 3396.47 ms [2020-11-12 07:14:53 main:574] : INFO : Epoch 126 | loss: 0.000403687 | val_loss: 0.000434232 | Time: 3333.37 ms [2020-11-12 07:14:56 main:574] : INFO : Epoch 127 | loss: 0.00039225 | val_loss: 0.000409485 | Time: 3315.56 ms [2020-11-12 07:15:00 main:574] : INFO : Epoch 128 | loss: 0.000383445 | val_loss: 0.000401657 | Time: 3389.77 ms [2020-11-12 07:15:03 main:574] : INFO : Epoch 129 | loss: 0.000373233 | val_loss: 0.000409749 | Time: 3319.72 ms [2020-11-12 07:15:06 main:574] : INFO : Epoch 130 | loss: 0.000364147 | val_loss: 0.000397727 | Time: 3329.54 ms [2020-11-12 07:15:10 main:574] : INFO : Epoch 131 | loss: 0.000355221 | val_loss: 0.000390958 | Time: 3389.69 ms [2020-11-12 07:15:13 main:574] : INFO : Epoch 132 | loss: 0.000346495 | val_loss: 0.000352172 | Time: 3317.76 ms [2020-11-12 07:15:16 main:574] : INFO : Epoch 133 | loss: 0.000338296 | val_loss: 0.00037016 | Time: 3309.32 ms [2020-11-12 07:15:20 main:574] : INFO : Epoch 134 | loss: 0.000330937 | val_loss: 0.000369881 | Time: 3395.77 ms [2020-11-12 07:15:23 main:574] : INFO : Epoch 135 | loss: 0.000323287 | val_loss: 0.000359594 | Time: 3307.22 ms [2020-11-12 07:15:26 main:574] : INFO : Epoch 136 | loss: 0.000316004 | val_loss: 0.000348952 | Time: 3320.73 ms [2020-11-12 07:15:30 main:574] : INFO : Epoch 137 | loss: 0.00030805 | val_loss: 0.000315333 | Time: 3391.69 ms [2020-11-12 07:15:33 main:574] : INFO : Epoch 138 | loss: 0.00030242 | val_loss: 0.000308925 | Time: 3316.99 ms [2020-11-12 07:15:36 main:574] : INFO : Epoch 139 | loss: 0.000296174 | val_loss: 0.000302508 | Time: 3334.65 ms [2020-11-12 07:15:40 main:574] : INFO : Epoch 140 | loss: 0.000289682 | val_loss: 0.000297353 | Time: 3400.92 ms [2020-11-12 07:15:43 main:574] : INFO : Epoch 141 | loss: 0.000283727 | val_loss: 0.000290252 | Time: 3318 ms [2020-11-12 07:15:46 main:574] : INFO : Epoch 142 | loss: 0.00027764 | val_loss: 0.000286745 | Time: 3349.8 ms [2020-11-12 07:15:50 main:574] : INFO : Epoch 143 | loss: 0.000272183 | val_loss: 0.000276769 | Time: 3401.11 ms [2020-11-12 07:15:53 main:574] : INFO : Epoch 144 | loss: 0.000266412 | val_loss: 0.000271695 | Time: 3300.63 ms [2020-11-12 07:15:57 main:574] : INFO : Epoch 145 | loss: 0.000261676 | val_loss: 0.000268229 | Time: 3344.53 ms [2020-11-12 07:16:00 main:574] : INFO : Epoch 146 | loss: 0.000257028 | val_loss: 0.000265638 | Time: 3425.13 ms [2020-11-12 07:16:03 main:574] : INFO : Epoch 147 | loss: 0.000252485 | val_loss: 0.000259068 | Time: 3360.57 ms [2020-11-12 07:16:07 main:574] : INFO : Epoch 148 | loss: 0.000247751 | val_loss: 0.000254992 | Time: 3366.28 ms [2020-11-12 07:16:10 main:574] : INFO : Epoch 149 | loss: 0.000242391 | val_loss: 0.000249552 | Time: 3405.84 ms [2020-11-12 07:16:13 main:574] : INFO : Epoch 150 | loss: 0.000238668 | val_loss: 0.000241941 | Time: 3288.07 ms [2020-11-12 07:16:17 main:574] : INFO : Epoch 151 | loss: 0.000234596 | val_loss: 0.000240896 | Time: 3355.96 ms [2020-11-12 07:16:20 main:574] : INFO : Epoch 152 | loss: 0.000230498 | val_loss: 0.000238253 | Time: 3373.73 ms [2020-11-12 07:16:23 main:574] : INFO : Epoch 153 | loss: 0.000226884 | val_loss: 0.000231858 | Time: 3288.18 ms [2020-11-12 07:16:27 main:574] : INFO : Epoch 154 | loss: 0.000222398 | val_loss: 0.000227478 | Time: 3360.17 ms [2020-11-12 07:16:30 main:574] : INFO : Epoch 155 | loss: 0.000218569 | val_loss: 0.000224521 | Time: 3379.88 ms [2020-11-12 07:16:33 main:574] : INFO : Epoch 156 | loss: 0.000215226 | val_loss: 0.000221412 | Time: 3272.01 ms [2020-11-12 07:16:37 main:574] : INFO : Epoch 157 | loss: 0.00021184 | val_loss: 0.00021627 | Time: 3365.94 ms [2020-11-12 07:16:40 main:574] : INFO : Epoch 158 | loss: 0.00020896 | val_loss: 0.000214342 | Time: 3372.52 ms [2020-11-12 07:16:43 main:574] : INFO : Epoch 159 | loss: 0.000206096 | val_loss: 0.000211516 | Time: 3269 ms [2020-11-12 07:16:47 main:574] : INFO : Epoch 160 | loss: 0.000202825 | val_loss: 0.000207889 | Time: 3380.54 ms [2020-11-12 07:16:50 main:574] : INFO : Epoch 161 | loss: 0.000199467 | val_loss: 0.000206859 | Time: 3399.55 ms [2020-11-12 07:16:54 main:574] : INFO : Epoch 162 | loss: 0.000196261 | val_loss: 0.000201282 | Time: 3260.29 ms [2020-11-12 07:16:57 main:574] : INFO : Epoch 163 | loss: 0.000193279 | val_loss: 0.000199101 | Time: 3345.92 ms [2020-11-12 07:17:00 main:574] : INFO : Epoch 164 | loss: 0.000191168 | val_loss: 0.000195975 | Time: 3385.73 ms [2020-11-12 07:17:04 main:574] : INFO : Epoch 165 | loss: 0.000187542 | val_loss: 0.000193642 | Time: 3269.02 ms [2020-11-12 07:17:07 main:574] : INFO : Epoch 166 | loss: 0.000185738 | val_loss: 0.000189142 | Time: 3352.79 ms [2020-11-12 07:17:10 main:574] : INFO : Epoch 167 | loss: 0.000182801 | val_loss: 0.000186088 | Time: 3385.46 ms [2020-11-12 07:17:14 main:574] : INFO : Epoch 168 | loss: 0.00017974 | val_loss: 0.000185466 | Time: 3240.33 ms [2020-11-12 07:17:17 main:574] : INFO : Epoch 169 | loss: 0.000177469 | val_loss: 0.000185467 | Time: 3375.24 ms [2020-11-12 07:17:20 main:574] : INFO : Epoch 170 | loss: 0.000175364 | val_loss: 0.000181954 | Time: 3401.97 ms [2020-11-12 07:17:24 main:574] : INFO : Epoch 171 | loss: 0.000172862 | val_loss: 0.000178636 | Time: 3267.56 ms [2020-11-12 07:17:27 main:574] : INFO : Epoch 172 | loss: 0.000170405 | val_loss: 0.00017506 | Time: 3354.13 ms [2020-11-12 07:17:30 main:574] : INFO : Epoch 173 | loss: 0.000168063 | val_loss: 0.000176153 | Time: 3398.29 ms [2020-11-12 07:17:34 main:574] : INFO : Epoch 174 | loss: 0.000166073 | val_loss: 0.000171627 | Time: 3277.5 ms [2020-11-12 07:17:37 main:574] : INFO : Epoch 175 | loss: 0.000163626 | val_loss: 0.000172265 | Time: 3381.92 ms [2020-11-12 07:17:40 main:574] : INFO : Epoch 176 | loss: 0.000162386 | val_loss: 0.000167084 | Time: 3406.28 ms [2020-11-12 07:17:44 main:574] : INFO : Epoch 177 | loss: 0.000159414 | val_loss: 0.000164827 | Time: 3274.29 ms [2020-11-12 07:17:47 main:574] : INFO : Epoch 178 | loss: 0.000157637 | val_loss: 0.000162136 | Time: 3359 ms [2020-11-12 07:17:50 main:574] : INFO : Epoch 179 | loss: 0.000155378 | val_loss: 0.000159376 | Time: 3402.75 ms [2020-11-12 07:17:54 main:574] : INFO : Epoch 180 | loss: 0.000153199 | val_loss: 0.000158086 | Time: 3248.08 ms [2020-11-12 07:17:57 main:574] : INFO : Epoch 181 | loss: 0.000151702 | val_loss: 0.000157786 | Time: 3360.97 ms [2020-11-12 07:18:00 main:574] : INFO : Epoch 182 | loss: 0.000150054 | val_loss: 0.000156982 | Time: 3403.61 ms [2020-11-12 07:18:04 main:574] : INFO : Epoch 183 | loss: 0.000148072 | val_loss: 0.000151815 | Time: 3266.93 ms [2020-11-12 07:18:07 main:574] : INFO : Epoch 184 | loss: 0.000145918 | val_loss: 0.000156302 | Time: 3397.58 ms [2020-11-12 07:18:11 main:574] : INFO : Epoch 185 | loss: 0.000144505 | val_loss: 0.000148986 | Time: 3410.26 ms [2020-11-12 07:18:14 main:574] : INFO : Epoch 186 | loss: 0.000142442 | val_loss: 0.000147986 | Time: 3263.05 ms [2020-11-12 07:18:17 main:574] : INFO : Epoch 187 | loss: 0.000140969 | val_loss: 0.000146413 | Time: 3383.2 ms [2020-11-12 07:18:21 main:574] : INFO : Epoch 188 | loss: 0.000138625 | val_loss: 0.000145266 | Time: 3386.14 ms [2020-11-12 07:18:24 main:574] : INFO : Epoch 189 | loss: 0.000137575 | val_loss: 0.000141315 | Time: 3244.64 ms [2020-11-12 07:18:27 main:574] : INFO : Epoch 190 | loss: 0.000136089 | val_loss: 0.000139547 | Time: 3371.73 ms [2020-11-12 07:18:31 main:574] : INFO : Epoch 191 | loss: 0.000134197 | val_loss: 0.000140155 | Time: 3387.43 ms [2020-11-12 07:18:34 main:574] : INFO : Epoch 192 | loss: 0.000133084 | val_loss: 0.000138182 | Time: 3225.03 ms [2020-11-12 07:18:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000138182 [2020-11-12 07:18:34 main:603] : INFO : Saving end state to config to file [2020-11-12 07:18:34 main:608] : INFO : Success, exiting.. 07:18:34 (12560): 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)