Task 2946920
| Name | rand_automata_0043-1605426539-14890-0_1 |
| Workunit | 1329245 |
| Created | 15 Nov 2020, 7:49:02 UTC |
| Sent | 18 Nov 2020, 10:41:54 UTC |
| Report deadline | 26 Nov 2020, 10:41:54 UTC |
| Received | 18 Nov 2020, 11:12:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3682 |
| Run time | 14 min 55 sec |
| CPU time | 13 min 35 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 05:45:13 main:435] : INFO : Set logging level to 1 [2020-11-18 05:45:13 main:441] : INFO : Running in BOINC Client mode [2020-11-18 05:45:13 main:444] : INFO : Resolving all filenames [2020-11-18 05:45:13 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 (exists = 1) [2020-11-18 05:45:13 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-1605426539-14890-0_1_r926795512_1 (exists = 0) [2020-11-18 05:45:14 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-1605426539-14890-0_1_r926795512_0 (exists = 0) [2020-11-18 05:45:14 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-18 05:45:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-18 05:45:14 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 [2020-11-18 05:45:14 main:474] : INFO : Configuration: [2020-11-18 05:45:14 main:475] : INFO : Model type: LSTM [2020-11-18 05:45:14 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-18 05:45:14 main:477] : INFO : Max Epochs: 192 [2020-11-18 05:45:14 main:478] : INFO : Batch Size: 32 [2020-11-18 05:45:14 main:479] : INFO : Learning Rate: 0.001 [2020-11-18 05:45:14 main:480] : INFO : Patience: 10 [2020-11-18 05:45:14 main:481] : INFO : Hidden Width: 64 [2020-11-18 05:45:14 main:482] : INFO : # Recurrent Layers: 4 [2020-11-18 05:45:14 main:483] : INFO : # Backend Layers: 2 [2020-11-18 05:45:14 main:484] : INFO : # Threads: 1 [2020-11-18 05:45:15 main:486] : INFO : Preparing Dataset [2020-11-18 05:45:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 into memory [2020-11-18 05:45:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 into memory [2020-11-18 05:45:17 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-18 05:45:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 into memory [2020-11-18 05:45:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0043-train-val-dataset.hdf5 into memory [2020-11-18 05:45:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-18 05:45:17 main:494] : INFO : Creating Model [2020-11-18 05:45:17 main:507] : INFO : Preparing config file [2020-11-18 05:45:17 main:519] : INFO : Creating new config file [2020-11-18 05:45:18 main:559] : INFO : Loading DataLoader into Memory [2020-11-18 05:45:18 main:562] : INFO : Starting Training [2020-11-18 05:45:23 main:574] : INFO : Epoch 1 | loss: 0.0656208 | val_loss: 0.0651514 | Time: 4662.73 ms [2020-11-18 05:45:27 main:574] : INFO : Epoch 2 | loss: 0.0649476 | val_loss: 0.0638743 | Time: 4253.81 ms [2020-11-18 05:45:32 main:574] : INFO : Epoch 3 | loss: 0.0628953 | val_loss: 0.0610131 | Time: 4298.07 ms [2020-11-18 05:45:36 main:574] : INFO : Epoch 4 | loss: 0.0594645 | val_loss: 0.0582388 | Time: 4216.91 ms [2020-11-18 05:45:40 main:574] : INFO : Epoch 5 | loss: 0.0571435 | val_loss: 0.0562436 | Time: 4289.81 ms [2020-11-18 05:45:44 main:574] : INFO : Epoch 6 | loss: 0.0552302 | val_loss: 0.0544589 | Time: 4233.31 ms [2020-11-18 05:45:49 main:574] : INFO : Epoch 7 | loss: 0.0538865 | val_loss: 0.0535195 | Time: 4272.51 ms [2020-11-18 05:45:53 main:574] : INFO : Epoch 8 | loss: 0.052835 | val_loss: 0.0523966 | Time: 4219.82 ms [2020-11-18 05:45:57 main:574] : INFO : Epoch 9 | loss: 0.0518039 | val_loss: 0.0515232 | Time: 4178.58 ms [2020-11-18 05:46:02 main:574] : INFO : Epoch 10 | loss: 0.0508495 | val_loss: 0.0505101 | Time: 4240.34 ms [2020-11-18 05:46:06 main:574] : INFO : Epoch 11 | loss: 0.0497953 | val_loss: 0.0494986 | Time: 4238.1 ms [2020-11-18 05:46:10 main:574] : INFO : Epoch 12 | loss: 0.0487569 | val_loss: 0.0485338 | Time: 4161.53 ms [2020-11-18 05:46:15 main:574] : INFO : Epoch 13 | loss: 0.047453 | val_loss: 0.0470142 | Time: 4200.48 ms [2020-11-18 05:46:19 main:574] : INFO : Epoch 14 | loss: 0.0460024 | val_loss: 0.0454911 | Time: 4165.32 ms [2020-11-18 05:46:23 main:574] : INFO : Epoch 15 | loss: 0.0443496 | val_loss: 0.0437239 | Time: 4248.87 ms [2020-11-18 05:46:27 main:574] : INFO : Epoch 16 | loss: 0.0423337 | val_loss: 0.0417772 | Time: 4186.11 ms [2020-11-18 05:46:32 main:574] : INFO : Epoch 17 | loss: 0.0399335 | val_loss: 0.0397335 | Time: 4216.44 ms [2020-11-18 05:46:36 main:574] : INFO : Epoch 18 | loss: 0.0371502 | val_loss: 0.0362492 | Time: 4202.6 ms [2020-11-18 05:46:40 main:574] : INFO : Epoch 19 | loss: 0.0341594 | val_loss: 0.0342773 | Time: 4274.08 ms [2020-11-18 05:46:45 main:574] : INFO : Epoch 20 | loss: 0.0307075 | val_loss: 0.0296836 | Time: 4571.81 ms [2020-11-18 05:46:49 main:574] : INFO : Epoch 21 | loss: 0.0316212 | val_loss: 0.0344812 | Time: 4274 ms [2020-11-18 05:46:54 main:574] : INFO : Epoch 22 | loss: 0.0265399 | val_loss: 0.0261582 | Time: 4280.56 ms [2020-11-18 05:46:58 main:574] : INFO : Epoch 23 | loss: 0.0242043 | val_loss: 0.0223713 | Time: 4281.86 ms [2020-11-18 05:47:03 main:574] : INFO : Epoch 24 | loss: 0.0236767 | val_loss: 0.0594372 | Time: 4270.4 ms [2020-11-18 05:47:07 main:574] : INFO : Epoch 25 | loss: 0.0428106 | val_loss: 0.0250636 | Time: 4320.68 ms [2020-11-18 05:47:11 main:574] : INFO : Epoch 26 | loss: 0.0187169 | val_loss: 0.0185993 | Time: 4324.14 ms [2020-11-18 05:47:16 main:574] : INFO : Epoch 27 | loss: 0.020532 | val_loss: 0.0194447 | Time: 4339.76 ms [2020-11-18 05:47:20 main:574] : INFO : Epoch 28 | loss: 0.0484966 | val_loss: 0.0565338 | Time: 4298.34 ms [2020-11-18 05:47:25 main:574] : INFO : Epoch 29 | loss: 0.0533733 | val_loss: 0.0499552 | Time: 4307.26 ms [2020-11-18 05:47:29 main:574] : INFO : Epoch 30 | loss: 0.0420556 | val_loss: 0.0308951 | Time: 4304.26 ms [2020-11-18 05:47:33 main:574] : INFO : Epoch 31 | loss: 0.0249189 | val_loss: 0.0194222 | Time: 4306.81 ms [2020-11-18 05:47:38 main:574] : INFO : Epoch 32 | loss: 0.016105 | val_loss: 0.0144306 | Time: 4284.32 ms [2020-11-18 05:47:42 main:574] : INFO : Epoch 33 | loss: 0.0146407 | val_loss: 0.0147378 | Time: 4241.16 ms [2020-11-18 05:47:46 main:574] : INFO : Epoch 34 | loss: 0.012058 | val_loss: 0.0137554 | Time: 4264.22 ms [2020-11-18 05:47:51 main:574] : INFO : Epoch 35 | loss: 0.0112476 | val_loss: 0.010699 | Time: 4399.68 ms [2020-11-18 05:47:55 main:574] : INFO : Epoch 36 | loss: 0.0143435 | val_loss: 0.0157255 | Time: 4254.84 ms [2020-11-18 05:48:00 main:574] : INFO : Epoch 37 | loss: 0.0117175 | val_loss: 0.0110474 | Time: 4329.02 ms [2020-11-18 05:48:04 main:574] : INFO : Epoch 38 | loss: 0.0100758 | val_loss: 0.037814 | Time: 4310.17 ms [2020-11-18 05:48:08 main:574] : INFO : Epoch 39 | loss: 0.0135161 | val_loss: 0.00985099 | Time: 4292.81 ms [2020-11-18 05:48:13 main:574] : INFO : Epoch 40 | loss: 0.0110612 | val_loss: 0.0421498 | Time: 4335.27 ms [2020-11-18 05:48:17 main:574] : INFO : Epoch 41 | loss: 0.0203903 | val_loss: 0.0109986 | Time: 4281.98 ms [2020-11-18 05:48:21 main:574] : INFO : Epoch 42 | loss: 0.0105966 | val_loss: 0.0133146 | Time: 4295.39 ms [2020-11-18 05:48:26 main:574] : INFO : Epoch 43 | loss: 0.0125972 | val_loss: 0.00922036 | Time: 4309.12 ms [2020-11-18 05:48:30 main:574] : INFO : Epoch 44 | loss: 0.00865264 | val_loss: 0.0083636 | Time: 4358.26 ms [2020-11-18 05:48:35 main:574] : INFO : Epoch 45 | loss: 0.00788212 | val_loss: 0.00784579 | Time: 4267.7 ms [2020-11-18 05:48:39 main:574] : INFO : Epoch 46 | loss: 0.00792803 | val_loss: 0.0146524 | Time: 4298.68 ms [2020-11-18 05:48:43 main:574] : INFO : Epoch 47 | loss: 0.00837658 | val_loss: 0.00750722 | Time: 4293.1 ms [2020-11-18 05:48:48 main:574] : INFO : Epoch 48 | loss: 0.00727432 | val_loss: 0.00731112 | Time: 4320.86 ms [2020-11-18 05:48:52 main:574] : INFO : Epoch 49 | loss: 0.00693866 | val_loss: 0.00693845 | Time: 4283.2 ms [2020-11-18 05:48:56 main:574] : INFO : Epoch 50 | loss: 0.00669099 | val_loss: 0.0067523 | Time: 4304.72 ms [2020-11-18 05:49:01 main:574] : INFO : Epoch 51 | loss: 0.0064941 | val_loss: 0.00657312 | Time: 4297.96 ms [2020-11-18 05:49:05 main:574] : INFO : Epoch 52 | loss: 0.00631108 | val_loss: 0.00636322 | Time: 4274.17 ms [2020-11-18 05:49:09 main:574] : INFO : Epoch 53 | loss: 0.00614068 | val_loss: 0.00619447 | Time: 4274.75 ms [2020-11-18 05:49:14 main:574] : INFO : Epoch 54 | loss: 0.00597629 | val_loss: 0.00602637 | Time: 4265.4 ms [2020-11-18 05:49:18 main:574] : INFO : Epoch 55 | loss: 0.00581565 | val_loss: 0.00586946 | Time: 4289.62 ms [2020-11-18 05:49:23 main:574] : INFO : Epoch 56 | loss: 0.00565893 | val_loss: 0.00570475 | Time: 4290.48 ms [2020-11-18 05:49:27 main:574] : INFO : Epoch 57 | loss: 0.00550537 | val_loss: 0.0055435 | Time: 4424.48 ms [2020-11-18 05:49:31 main:574] : INFO : Epoch 58 | loss: 0.00535363 | val_loss: 0.00538777 | Time: 4247.73 ms [2020-11-18 05:49:36 main:574] : INFO : Epoch 59 | loss: 0.00520421 | val_loss: 0.00523304 | Time: 4294.39 ms [2020-11-18 05:49:40 main:574] : INFO : Epoch 60 | loss: 0.00505816 | val_loss: 0.00508423 | Time: 4301.89 ms [2020-11-18 05:49:45 main:574] : INFO : Epoch 61 | loss: 0.00491086 | val_loss: 0.00493636 | Time: 4332.67 ms [2020-11-18 05:49:49 main:574] : INFO : Epoch 62 | loss: 0.00476741 | val_loss: 0.00478607 | Time: 4276.66 ms [2020-11-18 05:49:53 main:574] : INFO : Epoch 63 | loss: 0.00462588 | val_loss: 0.00464318 | Time: 4259.45 ms [2020-11-18 05:49:58 main:574] : INFO : Epoch 64 | loss: 0.00448175 | val_loss: 0.00449673 | Time: 4234.87 ms [2020-11-18 05:50:02 main:574] : INFO : Epoch 65 | loss: 0.00434284 | val_loss: 0.00435278 | Time: 4418.11 ms [2020-11-18 05:50:06 main:574] : INFO : Epoch 66 | loss: 0.00420422 | val_loss: 0.00421315 | Time: 4304.66 ms [2020-11-18 05:50:11 main:574] : INFO : Epoch 67 | loss: 0.00406843 | val_loss: 0.00407132 | Time: 4353.05 ms [2020-11-18 05:50:15 main:574] : INFO : Epoch 68 | loss: 0.00393454 | val_loss: 0.00393681 | Time: 4285.64 ms [2020-11-18 05:50:20 main:574] : INFO : Epoch 69 | loss: 0.00380707 | val_loss: 0.00379953 | Time: 4335.16 ms [2020-11-18 05:50:24 main:574] : INFO : Epoch 70 | loss: 0.00366529 | val_loss: 0.00366217 | Time: 4277.76 ms [2020-11-18 05:50:28 main:574] : INFO : Epoch 71 | loss: 0.00357845 | val_loss: 0.00388113 | Time: 4342.48 ms [2020-11-18 05:50:33 main:574] : INFO : Epoch 72 | loss: 0.00345359 | val_loss: 0.00340687 | Time: 4335.09 ms [2020-11-18 05:50:37 main:574] : INFO : Epoch 73 | loss: 0.00330223 | val_loss: 0.0032843 | Time: 4316.73 ms [2020-11-18 05:50:42 main:574] : INFO : Epoch 74 | loss: 0.00316667 | val_loss: 0.00315894 | Time: 4348.1 ms [2020-11-18 05:50:46 main:574] : INFO : Epoch 75 | loss: 0.00304741 | val_loss: 0.00303772 | Time: 4338.34 ms [2020-11-18 05:50:50 main:574] : INFO : Epoch 76 | loss: 0.00293198 | val_loss: 0.00292187 | Time: 4259.55 ms [2020-11-18 05:50:55 main:574] : INFO : Epoch 77 | loss: 0.00281929 | val_loss: 0.00280424 | Time: 4286.73 ms [2020-11-18 05:50:59 main:574] : INFO : Epoch 78 | loss: 0.00270932 | val_loss: 0.00269722 | Time: 4274.98 ms [2020-11-18 05:51:03 main:574] : INFO : Epoch 79 | loss: 0.00260197 | val_loss: 0.00258812 | Time: 4270.35 ms [2020-11-18 05:51:08 main:574] : INFO : Epoch 80 | loss: 0.00249813 | val_loss: 0.0024851 | Time: 4331.74 ms [2020-11-18 05:51:12 main:574] : INFO : Epoch 81 | loss: 0.00239843 | val_loss: 0.0023851 | Time: 4339.97 ms [2020-11-18 05:51:17 main:574] : INFO : Epoch 82 | loss: 0.00230144 | val_loss: 0.00228823 | Time: 4274.44 ms [2020-11-18 05:51:21 main:574] : INFO : Epoch 83 | loss: 0.00220674 | val_loss: 0.00219066 | Time: 4269.29 ms [2020-11-18 05:51:25 main:574] : INFO : Epoch 84 | loss: 0.00211682 | val_loss: 0.00210049 | Time: 4285.52 ms [2020-11-18 05:51:30 main:574] : INFO : Epoch 85 | loss: 0.00202877 | val_loss: 0.00201253 | Time: 4347.54 ms [2020-11-18 05:51:34 main:574] : INFO : Epoch 86 | loss: 0.00194452 | val_loss: 0.00193073 | Time: 4293.35 ms [2020-11-18 05:51:38 main:574] : INFO : Epoch 87 | loss: 0.00186453 | val_loss: 0.00184793 | Time: 4266.82 ms [2020-11-18 05:51:43 main:574] : INFO : Epoch 88 | loss: 0.00178613 | val_loss: 0.00177407 | Time: 4280.08 ms [2020-11-18 05:51:47 main:574] : INFO : Epoch 89 | loss: 0.00171113 | val_loss: 0.00169605 | Time: 4271.53 ms [2020-11-18 05:51:51 main:574] : INFO : Epoch 90 | loss: 0.00163951 | val_loss: 0.0016211 | Time: 4291.81 ms [2020-11-18 05:51:56 main:574] : INFO : Epoch 91 | loss: 0.00156981 | val_loss: 0.00155352 | Time: 4297.13 ms [2020-11-18 05:52:00 main:574] : INFO : Epoch 92 | loss: 0.00150361 | val_loss: 0.00148675 | Time: 4293.04 ms [2020-11-18 05:52:04 main:574] : INFO : Epoch 93 | loss: 0.00143988 | val_loss: 0.00142391 | Time: 4325.58 ms [2020-11-18 05:52:09 main:574] : INFO : Epoch 94 | loss: 0.00137902 | val_loss: 0.00136517 | Time: 4334.44 ms [2020-11-18 05:52:13 main:574] : INFO : Epoch 95 | loss: 0.00131958 | val_loss: 0.00130687 | Time: 4308.92 ms [2020-11-18 05:52:18 main:574] : INFO : Epoch 96 | loss: 0.00126325 | val_loss: 0.00124877 | Time: 4331.01 ms [2020-11-18 05:52:22 main:574] : INFO : Epoch 97 | loss: 0.00120862 | val_loss: 0.00119238 | Time: 4345.54 ms [2020-11-18 05:52:26 main:574] : INFO : Epoch 98 | loss: 0.00115744 | val_loss: 0.00113973 | Time: 4255.84 ms [2020-11-18 05:52:31 main:574] : INFO : Epoch 99 | loss: 0.00110763 | val_loss: 0.00109172 | Time: 4320.94 ms [2020-11-18 05:52:35 main:574] : INFO : Epoch 100 | loss: 0.00106126 | val_loss: 0.00104697 | Time: 4326.54 ms [2020-11-18 05:52:40 main:574] : INFO : Epoch 101 | loss: 0.00101525 | val_loss: 0.000999343 | Time: 4280.74 ms [2020-11-18 05:52:44 main:574] : INFO : Epoch 102 | loss: 0.000972106 | val_loss: 0.000959608 | Time: 4345 ms [2020-11-18 05:52:48 main:574] : INFO : Epoch 103 | loss: 0.000931 | val_loss: 0.000916037 | Time: 4294.98 ms [2020-11-18 05:52:53 main:574] : INFO : Epoch 104 | loss: 0.000891536 | val_loss: 0.00087819 | Time: 4290.96 ms [2020-11-18 05:52:57 main:574] : INFO : Epoch 105 | loss: 0.00085408 | val_loss: 0.000839588 | Time: 4358.68 ms [2020-11-18 05:53:01 main:574] : INFO : Epoch 106 | loss: 0.000818105 | val_loss: 0.000806012 | Time: 4326.47 ms [2020-11-18 05:53:06 main:574] : INFO : Epoch 107 | loss: 0.000784998 | val_loss: 0.000771868 | Time: 4254.19 ms [2020-11-18 05:53:10 main:574] : INFO : Epoch 108 | loss: 0.000752123 | val_loss: 0.000742031 | Time: 4219.97 ms [2020-11-18 05:53:14 main:574] : INFO : Epoch 109 | loss: 0.000721429 | val_loss: 0.000711481 | Time: 4318.06 ms [2020-11-18 05:53:19 main:574] : INFO : Epoch 110 | loss: 0.000690868 | val_loss: 0.00068337 | Time: 4295.63 ms [2020-11-18 05:53:23 main:574] : INFO : Epoch 111 | loss: 0.00066317 | val_loss: 0.00065212 | Time: 4392.63 ms [2020-11-18 05:53:28 main:574] : INFO : Epoch 112 | loss: 0.000636617 | val_loss: 0.000628666 | Time: 4307.45 ms [2020-11-18 05:53:32 main:574] : INFO : Epoch 113 | loss: 0.000610776 | val_loss: 0.000600467 | Time: 4240.86 ms [2020-11-18 05:53:36 main:574] : INFO : Epoch 114 | loss: 0.00058587 | val_loss: 0.000577623 | Time: 4296.39 ms [2020-11-18 05:53:41 main:574] : INFO : Epoch 115 | loss: 0.000562963 | val_loss: 0.000557978 | Time: 4333.43 ms [2020-11-18 05:53:45 main:574] : INFO : Epoch 116 | loss: 0.000540227 | val_loss: 0.000532001 | Time: 4219.87 ms [2020-11-18 05:53:50 main:574] : INFO : Epoch 117 | loss: 0.00052016 | val_loss: 0.000512324 | Time: 4333.4 ms [2020-11-18 05:53:54 main:574] : INFO : Epoch 118 | loss: 0.000499415 | val_loss: 0.00049234 | Time: 4361.67 ms [2020-11-18 05:53:58 main:574] : INFO : Epoch 119 | loss: 0.000480043 | val_loss: 0.000474192 | Time: 4364.83 ms [2020-11-18 05:54:03 main:574] : INFO : Epoch 120 | loss: 0.000462377 | val_loss: 0.00045563 | Time: 4280.98 ms [2020-11-18 05:54:07 main:574] : INFO : Epoch 121 | loss: 0.000444953 | val_loss: 0.000440507 | Time: 4317.15 ms [2020-11-18 05:54:11 main:574] : INFO : Epoch 122 | loss: 0.000429008 | val_loss: 0.000423225 | Time: 4322.18 ms [2020-11-18 05:54:16 main:574] : INFO : Epoch 123 | loss: 0.00041314 | val_loss: 0.000413105 | Time: 4275.14 ms [2020-11-18 05:54:20 main:574] : INFO : Epoch 124 | loss: 0.000398109 | val_loss: 0.00039168 | Time: 4280.9 ms [2020-11-18 05:54:25 main:574] : INFO : Epoch 125 | loss: 0.000383553 | val_loss: 0.000379008 | Time: 4343.35 ms [2020-11-18 05:54:29 main:574] : INFO : Epoch 126 | loss: 0.000370735 | val_loss: 0.000367189 | Time: 4348.09 ms [2020-11-18 05:54:33 main:574] : INFO : Epoch 127 | loss: 0.00035823 | val_loss: 0.000354023 | Time: 4243.76 ms [2020-11-18 05:54:38 main:574] : INFO : Epoch 128 | loss: 0.000345394 | val_loss: 0.000342427 | Time: 4288.18 ms [2020-11-18 05:54:42 main:574] : INFO : Epoch 129 | loss: 0.000333437 | val_loss: 0.00033059 | Time: 4320.54 ms [2020-11-18 05:54:47 main:574] : INFO : Epoch 130 | loss: 0.000321477 | val_loss: 0.000318902 | Time: 4289.71 ms [2020-11-18 05:54:51 main:574] : INFO : Epoch 131 | loss: 0.000310951 | val_loss: 0.000310059 | Time: 4244.34 ms [2020-11-18 05:54:55 main:574] : INFO : Epoch 132 | loss: 0.000301286 | val_loss: 0.000303053 | Time: 4333.88 ms [2020-11-18 05:55:00 main:574] : INFO : Epoch 133 | loss: 0.000291534 | val_loss: 0.000291505 | Time: 4282.25 ms [2020-11-18 05:55:04 main:574] : INFO : Epoch 134 | loss: 0.000283016 | val_loss: 0.000280548 | Time: 4383.07 ms [2020-11-18 05:55:09 main:574] : INFO : Epoch 135 | loss: 0.000273665 | val_loss: 0.000272393 | Time: 4346.92 ms [2020-11-18 05:55:13 main:574] : INFO : Epoch 136 | loss: 0.00026583 | val_loss: 0.000262285 | Time: 4296.52 ms [2020-11-18 05:55:17 main:574] : INFO : Epoch 137 | loss: 0.000257265 | val_loss: 0.000256695 | Time: 4299.4 ms [2020-11-18 05:55:22 main:574] : INFO : Epoch 138 | loss: 0.000249406 | val_loss: 0.000249251 | Time: 4307.57 ms [2020-11-18 05:55:26 main:574] : INFO : Epoch 139 | loss: 0.000242955 | val_loss: 0.000244131 | Time: 4301.28 ms [2020-11-18 05:55:30 main:574] : INFO : Epoch 140 | loss: 0.000235493 | val_loss: 0.000235483 | Time: 4281.87 ms [2020-11-18 05:55:35 main:574] : INFO : Epoch 141 | loss: 0.000229308 | val_loss: 0.000231211 | Time: 4286.45 ms [2020-11-18 05:55:39 main:574] : INFO : Epoch 142 | loss: 0.000223968 | val_loss: 0.000223951 | Time: 4293.62 ms [2020-11-18 05:55:43 main:574] : INFO : Epoch 143 | loss: 0.000217312 | val_loss: 0.00021726 | Time: 4265.05 ms [2020-11-18 05:55:48 main:574] : INFO : Epoch 144 | loss: 0.000211322 | val_loss: 0.000213802 | Time: 4289.94 ms [2020-11-18 05:55:52 main:574] : INFO : Epoch 145 | loss: 0.000206243 | val_loss: 0.000207348 | Time: 4342.29 ms [2020-11-18 05:55:57 main:574] : INFO : Epoch 146 | loss: 0.000201636 | val_loss: 0.000201466 | Time: 4286.42 ms [2020-11-18 05:56:01 main:574] : INFO : Epoch 147 | loss: 0.000196366 | val_loss: 0.00019784 | Time: 4263.36 ms [2020-11-18 05:56:05 main:574] : INFO : Epoch 148 | loss: 0.000191754 | val_loss: 0.000191109 | Time: 4277.37 ms [2020-11-18 05:56:10 main:574] : INFO : Epoch 149 | loss: 0.000187153 | val_loss: 0.000186771 | Time: 4270.69 ms [2020-11-18 05:56:14 main:574] : INFO : Epoch 150 | loss: 0.000182557 | val_loss: 0.000184284 | Time: 4293.78 ms [2020-11-18 05:56:18 main:574] : INFO : Epoch 151 | loss: 0.000178604 | val_loss: 0.000179489 | Time: 4302.44 ms [2020-11-18 05:56:23 main:574] : INFO : Epoch 152 | loss: 0.000175176 | val_loss: 0.00017481 | Time: 4278.66 ms [2020-11-18 05:56:27 main:574] : INFO : Epoch 153 | loss: 0.000171394 | val_loss: 0.000170902 | Time: 4269.75 ms [2020-11-18 05:56:31 main:574] : INFO : Epoch 154 | loss: 0.000167151 | val_loss: 0.000167423 | Time: 4296.28 ms [2020-11-18 05:56:36 main:574] : INFO : Epoch 155 | loss: 0.0001642 | val_loss: 0.00016545 | Time: 4284.4 ms [2020-11-18 05:56:40 main:574] : INFO : Epoch 156 | loss: 0.000160934 | val_loss: 0.000160587 | Time: 4284.9 ms [2020-11-18 05:56:44 main:574] : INFO : Epoch 157 | loss: 0.000157294 | val_loss: 0.00015807 | Time: 4319.82 ms [2020-11-18 05:56:49 main:574] : INFO : Epoch 158 | loss: 0.000154392 | val_loss: 0.000153768 | Time: 4308.3 ms [2020-11-18 05:56:53 main:574] : INFO : Epoch 159 | loss: 0.000150767 | val_loss: 0.000150533 | Time: 4219.28 ms [2020-11-18 05:56:57 main:574] : INFO : Epoch 160 | loss: 0.000147817 | val_loss: 0.000147514 | Time: 4309.77 ms [2020-11-18 05:57:02 main:574] : INFO : Epoch 161 | loss: 0.000144995 | val_loss: 0.000145379 | Time: 4299.14 ms [2020-11-18 05:57:06 main:574] : INFO : Epoch 162 | loss: 0.000142316 | val_loss: 0.000142331 | Time: 4268.12 ms [2020-11-18 05:57:10 main:574] : INFO : Epoch 163 | loss: 0.000138968 | val_loss: 0.000140578 | Time: 4289.78 ms [2020-11-18 05:57:15 main:574] : INFO : Epoch 164 | loss: 0.000137196 | val_loss: 0.000136139 | Time: 4291.62 ms [2020-11-18 05:57:19 main:574] : INFO : Epoch 165 | loss: 0.000134413 | val_loss: 0.000134779 | Time: 4273.96 ms [2020-11-18 05:57:24 main:574] : INFO : Epoch 166 | loss: 0.000132117 | val_loss: 0.000130974 | Time: 4251.4 ms [2020-11-18 05:57:28 main:574] : INFO : Epoch 167 | loss: 0.000129361 | val_loss: 0.000128963 | Time: 4293.83 ms [2020-11-18 05:57:32 main:574] : INFO : Epoch 168 | loss: 0.000127618 | val_loss: 0.000128263 | Time: 4290.62 ms [2020-11-18 05:57:37 main:574] : INFO : Epoch 169 | loss: 0.000125105 | val_loss: 0.000125601 | Time: 4283.91 ms [2020-11-18 05:57:41 main:574] : INFO : Epoch 170 | loss: 0.000123259 | val_loss: 0.000124889 | Time: 4313.5 ms [2020-11-18 05:57:45 main:574] : INFO : Epoch 171 | loss: 0.00012063 | val_loss: 0.00012131 | Time: 4311.89 ms [2020-11-18 05:57:50 main:574] : INFO : Epoch 172 | loss: 0.000119032 | val_loss: 0.000118743 | Time: 4373.83 ms [2020-11-18 05:57:54 main:574] : INFO : Epoch 173 | loss: 0.000117205 | val_loss: 0.000117629 | Time: 4318.94 ms [2020-11-18 05:57:59 main:574] : INFO : Epoch 174 | loss: 0.000115518 | val_loss: 0.00011552 | Time: 4253.52 ms [2020-11-18 05:58:03 main:574] : INFO : Epoch 175 | loss: 0.000113524 | val_loss: 0.000114037 | Time: 4272.71 ms [2020-11-18 05:58:07 main:574] : INFO : Epoch 176 | loss: 0.000111788 | val_loss: 0.000113155 | Time: 4303.92 ms [2020-11-18 05:58:12 main:574] : INFO : Epoch 177 | loss: 0.000109602 | val_loss: 0.000108883 | Time: 4425.38 ms [2020-11-18 05:58:16 main:574] : INFO : Epoch 178 | loss: 0.000107738 | val_loss: 0.000108234 | Time: 4363.23 ms [2020-11-18 05:58:21 main:574] : INFO : Epoch 179 | loss: 0.000106438 | val_loss: 0.000106922 | Time: 4371.07 ms [2020-11-18 05:58:25 main:574] : INFO : Epoch 180 | loss: 0.000104434 | val_loss: 0.000105228 | Time: 4342.66 ms [2020-11-18 05:58:30 main:574] : INFO : Epoch 181 | loss: 0.000103446 | val_loss: 0.000103628 | Time: 4307.3 ms [2020-11-18 05:58:34 main:574] : INFO : Epoch 182 | loss: 0.000101721 | val_loss: 0.000102333 | Time: 4310.36 ms [2020-11-18 05:58:39 main:574] : INFO : Epoch 183 | loss: 0.000100598 | val_loss: 0.000100124 | Time: 4328.86 ms [2020-11-18 05:58:43 main:574] : INFO : Epoch 184 | loss: 9.88133e-05 | val_loss: 9.82964e-05 | Time: 4322.84 ms [2020-11-18 05:58:48 main:574] : INFO : Epoch 185 | loss: 9.72679e-05 | val_loss: 9.76738e-05 | Time: 4308.26 ms [2020-11-18 05:58:52 main:574] : INFO : Epoch 186 | loss: 9.63563e-05 | val_loss: 9.5935e-05 | Time: 4308.69 ms [2020-11-18 05:58:57 main:574] : INFO : Epoch 187 | loss: 9.44067e-05 | val_loss: 9.43117e-05 | Time: 4231.54 ms [2020-11-18 05:59:01 main:574] : INFO : Epoch 188 | loss: 9.31266e-05 | val_loss: 9.32243e-05 | Time: 4290.07 ms [2020-11-18 05:59:06 main:574] : INFO : Epoch 189 | loss: 9.17185e-05 | val_loss: 9.19529e-05 | Time: 4268.09 ms [2020-11-18 05:59:10 main:574] : INFO : Epoch 190 | loss: 9.0903e-05 | val_loss: 9.1665e-05 | Time: 4301.75 ms [2020-11-18 05:59:15 main:574] : INFO : Epoch 191 | loss: 8.94816e-05 | val_loss: 9.09397e-05 | Time: 4238.4 ms [2020-11-18 05:59:19 main:574] : INFO : Epoch 192 | loss: 8.79736e-05 | val_loss: 8.94397e-05 | Time: 4307.82 ms [2020-11-18 05:59:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 8.94397e-05 [2020-11-18 05:59:20 main:603] : INFO : Saving end state to config to file [2020-11-18 05:59:20 main:608] : INFO : Success, exiting.. 05:59:20 (3928): 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)