Task 2824353
| Name | rand_automata_0082-1604984849-1380-1_1 |
| Workunit | 1272766 |
| Created | 10 Nov 2020, 23:11:07 UTC |
| Sent | 10 Nov 2020, 23:11:18 UTC |
| Report deadline | 17 Nov 2020, 23:11:18 UTC |
| Received | 11 Nov 2020, 11:23:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 21 min 10 sec |
| CPU time | 20 min 30 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-11 12:02:36 main:435] : INFO : Set logging level to 1 [2020-11-11 12:02:36 main:441] : INFO : Running in BOINC Client mode [2020-11-11 12:02:36 main:444] : INFO : Resolving all filenames [2020-11-11 12:02:36 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-train-val-dataset.hdf5 (exists = 1) [2020-11-11 12:02:36 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-1604984849-1380-1_1_r1491518910_1 (exists = 0) [2020-11-11 12:02:36 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-1604984849-1380-1_1_r1491518910_0 (exists = 0) [2020-11-11 12:02:36 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-1604984849-1380-1 (exists = 1) [2020-11-11 12:02:36 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 12:02:36 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-train-val-dataset.hdf5 [2020-11-11 12:02:36 main:474] : INFO : Configuration: [2020-11-11 12:02:36 main:475] : INFO : Model type: LSTM [2020-11-11 12:02:36 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 12:02:36 main:477] : INFO : Max Epochs: 192 [2020-11-11 12:02:36 main:478] : INFO : Batch Size: 32 [2020-11-11 12:02:36 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 12:02:37 main:480] : INFO : Patience: 10 [2020-11-11 12:02:37 main:481] : INFO : Hidden Width: 64 [2020-11-11 12:02:37 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 12:02:37 main:483] : INFO : # Backend Layers: 2 [2020-11-11 12:02:37 main:484] : INFO : # Threads: 1 [2020-11-11 12:02:37 main:486] : INFO : Preparing Dataset [2020-11-11 12:02:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-train-val-dataset.hdf5 into memory [2020-11-11 12:02:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-train-val-dataset.hdf5 into memory [2020-11-11 12:02:39 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 12:02:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-train-val-dataset.hdf5 into memory [2020-11-11 12:02:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0082-train-val-dataset.hdf5 into memory [2020-11-11 12:02:40 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 12:02:40 main:494] : INFO : Creating Model [2020-11-11 12:02:40 main:507] : INFO : Preparing config file [2020-11-11 12:02:40 main:519] : INFO : Creating new config file [2020-11-11 12:02:40 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 12:02:41 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 12:02:41 main:562] : INFO : Starting Training [2020-11-11 12:02:48 main:574] : INFO : Epoch 1 | loss: 0.000228302 | val_loss: 0.000207293 | Time: 7161.16 ms [2020-11-11 12:02:55 main:574] : INFO : Epoch 2 | loss: 0.000204663 | val_loss: 0.000207392 | Time: 6676.82 ms [2020-11-11 12:03:01 main:574] : INFO : Epoch 3 | loss: 0.000204382 | val_loss: 0.000206759 | Time: 6366.01 ms [2020-11-11 12:03:08 main:574] : INFO : Epoch 4 | loss: 0.000203738 | val_loss: 0.000206482 | Time: 6306.07 ms [2020-11-11 12:03:14 main:574] : INFO : Epoch 5 | loss: 0.000202817 | val_loss: 0.000204981 | Time: 6263.18 ms [2020-11-11 12:03:20 main:574] : INFO : Epoch 6 | loss: 0.000200581 | val_loss: 0.00020297 | Time: 6190.08 ms [2020-11-11 12:03:27 main:574] : INFO : Epoch 7 | loss: 0.00019922 | val_loss: 0.000199739 | Time: 6326.49 ms [2020-11-11 12:03:33 main:574] : INFO : Epoch 8 | loss: 0.00019715 | val_loss: 0.000198786 | Time: 6160.15 ms [2020-11-11 12:03:39 main:574] : INFO : Epoch 9 | loss: 0.000195826 | val_loss: 0.000198791 | Time: 6059.97 ms [2020-11-11 12:03:45 main:574] : INFO : Epoch 10 | loss: 0.000193625 | val_loss: 0.000195975 | Time: 6182.01 ms [2020-11-11 12:03:52 main:574] : INFO : Epoch 11 | loss: 0.000192213 | val_loss: 0.000193454 | Time: 6067.83 ms [2020-11-11 12:03:58 main:574] : INFO : Epoch 12 | loss: 0.00019071 | val_loss: 0.00019151 | Time: 6247.42 ms [2020-11-11 12:04:04 main:574] : INFO : Epoch 13 | loss: 0.000189048 | val_loss: 0.000190536 | Time: 6361.4 ms [2020-11-11 12:04:10 main:574] : INFO : Epoch 14 | loss: 0.000187342 | val_loss: 0.000190184 | Time: 6139.96 ms [2020-11-11 12:04:17 main:574] : INFO : Epoch 15 | loss: 0.000185692 | val_loss: 0.000188207 | Time: 6198.33 ms [2020-11-11 12:04:23 main:574] : INFO : Epoch 16 | loss: 0.000183603 | val_loss: 0.000186822 | Time: 5908.36 ms [2020-11-11 12:04:29 main:574] : INFO : Epoch 17 | loss: 0.000182815 | val_loss: 0.000182788 | Time: 6583.66 ms [2020-11-11 12:04:36 main:574] : INFO : Epoch 18 | loss: 0.000180395 | val_loss: 0.000183343 | Time: 6304.8 ms [2020-11-11 12:04:42 main:574] : INFO : Epoch 19 | loss: 0.000178942 | val_loss: 0.000181614 | Time: 6098.68 ms [2020-11-11 12:04:48 main:574] : INFO : Epoch 20 | loss: 0.000177987 | val_loss: 0.000181041 | Time: 6293.61 ms [2020-11-11 12:04:54 main:574] : INFO : Epoch 21 | loss: 0.000176659 | val_loss: 0.00017951 | Time: 6332.78 ms [2020-11-11 12:05:01 main:574] : INFO : Epoch 22 | loss: 0.000175203 | val_loss: 0.000177297 | Time: 6195.76 ms [2020-11-11 12:05:07 main:574] : INFO : Epoch 23 | loss: 0.000174183 | val_loss: 0.00017706 | Time: 6238.43 ms [2020-11-11 12:05:13 main:574] : INFO : Epoch 24 | loss: 0.000172083 | val_loss: 0.000173886 | Time: 6132.59 ms [2020-11-11 12:05:19 main:574] : INFO : Epoch 25 | loss: 0.000171441 | val_loss: 0.000172416 | Time: 6217.92 ms [2020-11-11 12:05:26 main:574] : INFO : Epoch 26 | loss: 0.000169517 | val_loss: 0.000172643 | Time: 6132.38 ms [2020-11-11 12:05:32 main:574] : INFO : Epoch 27 | loss: 0.000168205 | val_loss: 0.000169014 | Time: 6148.67 ms [2020-11-11 12:05:38 main:574] : INFO : Epoch 28 | loss: 0.000166501 | val_loss: 0.000168263 | Time: 6040.28 ms [2020-11-11 12:05:44 main:574] : INFO : Epoch 29 | loss: 0.000165489 | val_loss: 0.000169035 | Time: 6441.13 ms [2020-11-11 12:05:51 main:574] : INFO : Epoch 30 | loss: 0.000164416 | val_loss: 0.000167482 | Time: 6165.58 ms [2020-11-11 12:05:57 main:574] : INFO : Epoch 31 | loss: 0.000163651 | val_loss: 0.000167111 | Time: 6041.13 ms [2020-11-11 12:06:03 main:574] : INFO : Epoch 32 | loss: 0.000162227 | val_loss: 0.000166646 | Time: 6224.3 ms [2020-11-11 12:06:09 main:574] : INFO : Epoch 33 | loss: 0.000161148 | val_loss: 0.000163426 | Time: 6159.76 ms [2020-11-11 12:06:15 main:574] : INFO : Epoch 34 | loss: 0.000159244 | val_loss: 0.00016205 | Time: 6206.81 ms [2020-11-11 12:06:22 main:574] : INFO : Epoch 35 | loss: 0.000158204 | val_loss: 0.000161329 | Time: 6475.32 ms [2020-11-11 12:06:28 main:574] : INFO : Epoch 36 | loss: 0.000157443 | val_loss: 0.000160246 | Time: 6272.66 ms [2020-11-11 12:06:35 main:574] : INFO : Epoch 37 | loss: 0.000155945 | val_loss: 0.000159436 | Time: 6201.63 ms [2020-11-11 12:06:41 main:574] : INFO : Epoch 38 | loss: 0.000155142 | val_loss: 0.000158449 | Time: 6249.54 ms [2020-11-11 12:06:47 main:574] : INFO : Epoch 39 | loss: 0.000154089 | val_loss: 0.000156162 | Time: 6042.55 ms [2020-11-11 12:06:53 main:574] : INFO : Epoch 40 | loss: 0.000153077 | val_loss: 0.000154315 | Time: 6078.73 ms [2020-11-11 12:06:59 main:574] : INFO : Epoch 41 | loss: 0.000151699 | val_loss: 0.000154543 | Time: 6160 ms [2020-11-11 12:07:05 main:574] : INFO : Epoch 42 | loss: 0.000150805 | val_loss: 0.000153077 | Time: 6156.96 ms [2020-11-11 12:07:12 main:574] : INFO : Epoch 43 | loss: 0.000149659 | val_loss: 0.000152269 | Time: 6343.61 ms [2020-11-11 12:07:18 main:574] : INFO : Epoch 44 | loss: 0.000149146 | val_loss: 0.000153553 | Time: 6151.86 ms [2020-11-11 12:07:24 main:574] : INFO : Epoch 45 | loss: 0.000147957 | val_loss: 0.00015129 | Time: 6271.85 ms [2020-11-11 12:07:31 main:574] : INFO : Epoch 46 | loss: 0.000146744 | val_loss: 0.000148338 | Time: 6290.98 ms [2020-11-11 12:07:37 main:574] : INFO : Epoch 47 | loss: 0.00014547 | val_loss: 0.000147449 | Time: 6485.43 ms [2020-11-11 12:07:43 main:574] : INFO : Epoch 48 | loss: 0.000144451 | val_loss: 0.000146337 | Time: 6152.57 ms [2020-11-11 12:07:50 main:574] : INFO : Epoch 49 | loss: 0.000143495 | val_loss: 0.000145456 | Time: 6073.63 ms [2020-11-11 12:07:56 main:574] : INFO : Epoch 50 | loss: 0.000142967 | val_loss: 0.000143505 | Time: 6187.91 ms [2020-11-11 12:08:02 main:574] : INFO : Epoch 51 | loss: 0.00014142 | val_loss: 0.000145462 | Time: 6026.89 ms [2020-11-11 12:08:08 main:574] : INFO : Epoch 52 | loss: 0.000141367 | val_loss: 0.000143897 | Time: 6098.9 ms [2020-11-11 12:08:14 main:574] : INFO : Epoch 53 | loss: 0.000140279 | val_loss: 0.000142528 | Time: 6106.06 ms [2020-11-11 12:08:20 main:574] : INFO : Epoch 54 | loss: 0.000139195 | val_loss: 0.000140903 | Time: 6188.27 ms [2020-11-11 12:08:27 main:574] : INFO : Epoch 55 | loss: 0.000138398 | val_loss: 0.000140706 | Time: 6267.79 ms [2020-11-11 12:08:33 main:574] : INFO : Epoch 56 | loss: 0.000137167 | val_loss: 0.000138752 | Time: 6480.91 ms [2020-11-11 12:08:40 main:574] : INFO : Epoch 57 | loss: 0.000136591 | val_loss: 0.000141708 | Time: 6225.76 ms [2020-11-11 12:08:46 main:574] : INFO : Epoch 58 | loss: 0.000135549 | val_loss: 0.000140244 | Time: 6184.84 ms [2020-11-11 12:08:52 main:574] : INFO : Epoch 59 | loss: 0.000134663 | val_loss: 0.000137745 | Time: 6240.59 ms [2020-11-11 12:08:58 main:574] : INFO : Epoch 60 | loss: 0.000134679 | val_loss: 0.000135595 | Time: 6208.56 ms [2020-11-11 12:09:05 main:574] : INFO : Epoch 61 | loss: 0.000133505 | val_loss: 0.000135028 | Time: 6102.79 ms [2020-11-11 12:09:11 main:574] : INFO : Epoch 62 | loss: 0.000132382 | val_loss: 0.000137325 | Time: 6254.67 ms [2020-11-11 12:09:17 main:574] : INFO : Epoch 63 | loss: 0.000131362 | val_loss: 0.000133907 | Time: 6270.11 ms [2020-11-11 12:09:24 main:574] : INFO : Epoch 64 | loss: 0.000131255 | val_loss: 0.000135026 | Time: 6363.08 ms [2020-11-11 12:09:30 main:574] : INFO : Epoch 65 | loss: 0.000129754 | val_loss: 0.000132094 | Time: 6365 ms [2020-11-11 12:09:36 main:574] : INFO : Epoch 66 | loss: 0.00012896 | val_loss: 0.000131298 | Time: 6301.99 ms [2020-11-11 12:09:42 main:574] : INFO : Epoch 67 | loss: 0.000128107 | val_loss: 0.00013117 | Time: 6068.16 ms [2020-11-11 12:09:49 main:574] : INFO : Epoch 68 | loss: 0.000127491 | val_loss: 0.000130916 | Time: 6247.29 ms [2020-11-11 12:09:55 main:574] : INFO : Epoch 69 | loss: 0.000126851 | val_loss: 0.000131783 | Time: 6298.55 ms [2020-11-11 12:10:02 main:574] : INFO : Epoch 70 | loss: 0.000126365 | val_loss: 0.00012861 | Time: 6319.31 ms [2020-11-11 12:10:08 main:574] : INFO : Epoch 71 | loss: 0.00012494 | val_loss: 0.000128803 | Time: 6293.48 ms [2020-11-11 12:10:14 main:574] : INFO : Epoch 72 | loss: 0.000124466 | val_loss: 0.000128046 | Time: 6414.18 ms [2020-11-11 12:10:20 main:574] : INFO : Epoch 73 | loss: 0.000123791 | val_loss: 0.000127207 | Time: 6115.39 ms [2020-11-11 12:10:27 main:574] : INFO : Epoch 74 | loss: 0.000123537 | val_loss: 0.000127217 | Time: 6251.93 ms [2020-11-11 12:10:33 main:574] : INFO : Epoch 75 | loss: 0.000122607 | val_loss: 0.000126413 | Time: 6136.77 ms [2020-11-11 12:10:39 main:574] : INFO : Epoch 76 | loss: 0.000121763 | val_loss: 0.000124058 | Time: 6291.59 ms [2020-11-11 12:10:45 main:574] : INFO : Epoch 77 | loss: 0.000121172 | val_loss: 0.000124447 | Time: 6095.59 ms [2020-11-11 12:10:52 main:574] : INFO : Epoch 78 | loss: 0.000120434 | val_loss: 0.000122638 | Time: 6179.28 ms [2020-11-11 12:10:58 main:574] : INFO : Epoch 79 | loss: 0.000120378 | val_loss: 0.000123704 | Time: 6251.87 ms [2020-11-11 12:11:04 main:574] : INFO : Epoch 80 | loss: 0.000118796 | val_loss: 0.000121788 | Time: 6266.96 ms [2020-11-11 12:11:10 main:574] : INFO : Epoch 81 | loss: 0.000118448 | val_loss: 0.000123298 | Time: 6101.33 ms [2020-11-11 12:11:17 main:574] : INFO : Epoch 82 | loss: 0.000117606 | val_loss: 0.00012061 | Time: 6259 ms [2020-11-11 12:11:23 main:574] : INFO : Epoch 83 | loss: 0.000116847 | val_loss: 0.000120821 | Time: 6239.97 ms [2020-11-11 12:11:30 main:574] : INFO : Epoch 84 | loss: 0.000116414 | val_loss: 0.000120132 | Time: 6451.73 ms [2020-11-11 12:11:36 main:574] : INFO : Epoch 85 | loss: 0.000115913 | val_loss: 0.00011893 | Time: 6309.58 ms [2020-11-11 12:11:43 main:574] : INFO : Epoch 86 | loss: 0.000115133 | val_loss: 0.000119912 | Time: 6619.13 ms [2020-11-11 12:11:49 main:574] : INFO : Epoch 87 | loss: 0.000114626 | val_loss: 0.000116313 | Time: 6660.41 ms [2020-11-11 12:11:56 main:574] : INFO : Epoch 88 | loss: 0.000113894 | val_loss: 0.000117343 | Time: 6453.84 ms [2020-11-11 12:12:02 main:574] : INFO : Epoch 89 | loss: 0.000113759 | val_loss: 0.000116365 | Time: 6557.69 ms [2020-11-11 12:12:09 main:574] : INFO : Epoch 90 | loss: 0.000112593 | val_loss: 0.00011659 | Time: 6885.03 ms [2020-11-11 12:12:16 main:574] : INFO : Epoch 91 | loss: 0.00011258 | val_loss: 0.000115281 | Time: 6742.24 ms [2020-11-11 12:12:23 main:574] : INFO : Epoch 92 | loss: 0.000111295 | val_loss: 0.000116511 | Time: 6676.27 ms [2020-11-11 12:12:29 main:574] : INFO : Epoch 93 | loss: 0.000111109 | val_loss: 0.000114729 | Time: 6500.71 ms [2020-11-11 12:12:36 main:574] : INFO : Epoch 94 | loss: 0.000110212 | val_loss: 0.000114183 | Time: 6869.85 ms [2020-11-11 12:12:43 main:574] : INFO : Epoch 95 | loss: 0.000109836 | val_loss: 0.000113632 | Time: 6517.55 ms [2020-11-11 12:12:50 main:574] : INFO : Epoch 96 | loss: 0.000109291 | val_loss: 0.000113803 | Time: 6693.67 ms [2020-11-11 12:12:56 main:574] : INFO : Epoch 97 | loss: 0.000108796 | val_loss: 0.000112548 | Time: 6521.67 ms [2020-11-11 12:13:03 main:574] : INFO : Epoch 98 | loss: 0.00010802 | val_loss: 0.000112395 | Time: 6639.69 ms [2020-11-11 12:13:10 main:574] : INFO : Epoch 99 | loss: 0.000107707 | val_loss: 0.000110624 | Time: 6649.42 ms [2020-11-11 12:13:16 main:574] : INFO : Epoch 100 | loss: 0.000107215 | val_loss: 0.000111101 | Time: 6677.2 ms [2020-11-11 12:13:23 main:574] : INFO : Epoch 101 | loss: 0.000106431 | val_loss: 0.000109086 | Time: 6720.18 ms [2020-11-11 12:13:30 main:574] : INFO : Epoch 102 | loss: 0.000105575 | val_loss: 0.000109751 | Time: 6376.53 ms [2020-11-11 12:13:37 main:574] : INFO : Epoch 103 | loss: 0.000105367 | val_loss: 0.000108417 | Time: 7052.12 ms [2020-11-11 12:13:44 main:574] : INFO : Epoch 104 | loss: 0.000105022 | val_loss: 0.000108471 | Time: 6931.09 ms [2020-11-11 12:13:50 main:574] : INFO : Epoch 105 | loss: 0.000104411 | val_loss: 0.000108821 | Time: 6630.27 ms [2020-11-11 12:13:57 main:574] : INFO : Epoch 106 | loss: 0.00010398 | val_loss: 0.000106431 | Time: 6728.3 ms [2020-11-11 12:14:04 main:574] : INFO : Epoch 107 | loss: 0.000103313 | val_loss: 0.000106893 | Time: 6371.77 ms [2020-11-11 12:14:10 main:574] : INFO : Epoch 108 | loss: 0.000103025 | val_loss: 0.000107121 | Time: 6824.83 ms [2020-11-11 12:14:17 main:574] : INFO : Epoch 109 | loss: 0.00010227 | val_loss: 0.000106288 | Time: 6601.23 ms [2020-11-11 12:14:24 main:574] : INFO : Epoch 110 | loss: 0.000102233 | val_loss: 0.000106178 | Time: 6768.56 ms [2020-11-11 12:14:31 main:574] : INFO : Epoch 111 | loss: 0.000101323 | val_loss: 0.000107444 | Time: 7020.19 ms [2020-11-11 12:14:38 main:574] : INFO : Epoch 112 | loss: 0.000101082 | val_loss: 0.000105793 | Time: 7016.55 ms [2020-11-11 12:14:45 main:574] : INFO : Epoch 113 | loss: 0.000100534 | val_loss: 0.000104191 | Time: 6701.71 ms [2020-11-11 12:14:51 main:574] : INFO : Epoch 114 | loss: 0.000100044 | val_loss: 0.000104618 | Time: 6535.35 ms [2020-11-11 12:14:58 main:574] : INFO : Epoch 115 | loss: 9.99691e-05 | val_loss: 0.000103936 | Time: 6654 ms [2020-11-11 12:15:05 main:574] : INFO : Epoch 116 | loss: 9.9086e-05 | val_loss: 0.00010264 | Time: 6705.44 ms [2020-11-11 12:15:12 main:574] : INFO : Epoch 117 | loss: 9.87225e-05 | val_loss: 0.000102785 | Time: 6818.78 ms [2020-11-11 12:15:18 main:574] : INFO : Epoch 118 | loss: 9.8311e-05 | val_loss: 0.000101993 | Time: 6490.13 ms [2020-11-11 12:15:25 main:574] : INFO : Epoch 119 | loss: 9.7379e-05 | val_loss: 0.0001014 | Time: 6834.8 ms [2020-11-11 12:15:32 main:574] : INFO : Epoch 120 | loss: 9.76517e-05 | val_loss: 0.000100839 | Time: 6927.45 ms [2020-11-11 12:15:39 main:574] : INFO : Epoch 121 | loss: 9.68566e-05 | val_loss: 0.000101572 | Time: 6701.87 ms [2020-11-11 12:15:46 main:574] : INFO : Epoch 122 | loss: 9.6168e-05 | val_loss: 9.94863e-05 | Time: 6548.13 ms [2020-11-11 12:15:52 main:574] : INFO : Epoch 123 | loss: 9.62992e-05 | val_loss: 9.84726e-05 | Time: 6839.08 ms [2020-11-11 12:15:59 main:574] : INFO : Epoch 124 | loss: 9.53366e-05 | val_loss: 9.86626e-05 | Time: 6659.14 ms [2020-11-11 12:16:06 main:574] : INFO : Epoch 125 | loss: 9.52714e-05 | val_loss: 0.000100136 | Time: 6700.48 ms [2020-11-11 12:16:12 main:574] : INFO : Epoch 126 | loss: 9.49512e-05 | val_loss: 9.9211e-05 | Time: 6483.28 ms [2020-11-11 12:16:19 main:574] : INFO : Epoch 127 | loss: 9.44615e-05 | val_loss: 9.79581e-05 | Time: 6947.02 ms [2020-11-11 12:16:26 main:574] : INFO : Epoch 128 | loss: 9.40144e-05 | val_loss: 9.81986e-05 | Time: 6942.39 ms [2020-11-11 12:16:34 main:574] : INFO : Epoch 129 | loss: 9.33402e-05 | val_loss: 9.8749e-05 | Time: 7116.98 ms [2020-11-11 12:16:40 main:574] : INFO : Epoch 130 | loss: 9.29571e-05 | val_loss: 9.69474e-05 | Time: 6611.51 ms [2020-11-11 12:16:47 main:574] : INFO : Epoch 131 | loss: 9.32794e-05 | val_loss: 9.7395e-05 | Time: 6563.46 ms [2020-11-11 12:16:53 main:574] : INFO : Epoch 132 | loss: 9.27385e-05 | val_loss: 9.54874e-05 | Time: 6420.65 ms [2020-11-11 12:17:00 main:574] : INFO : Epoch 133 | loss: 9.16736e-05 | val_loss: 9.70926e-05 | Time: 6746.1 ms [2020-11-11 12:17:07 main:574] : INFO : Epoch 134 | loss: 9.148e-05 | val_loss: 9.4892e-05 | Time: 6738.89 ms [2020-11-11 12:17:14 main:574] : INFO : Epoch 135 | loss: 9.10492e-05 | val_loss: 9.49492e-05 | Time: 6739.26 ms [2020-11-11 12:17:21 main:574] : INFO : Epoch 136 | loss: 9.12467e-05 | val_loss: 9.42831e-05 | Time: 6745.66 ms [2020-11-11 12:17:27 main:574] : INFO : Epoch 137 | loss: 9.09938e-05 | val_loss: 9.43267e-05 | Time: 6697.95 ms [2020-11-11 12:17:34 main:574] : INFO : Epoch 138 | loss: 9.05241e-05 | val_loss: 9.42894e-05 | Time: 6489.46 ms [2020-11-11 12:17:41 main:574] : INFO : Epoch 139 | loss: 8.93737e-05 | val_loss: 9.28458e-05 | Time: 6687.71 ms [2020-11-11 12:17:47 main:574] : INFO : Epoch 140 | loss: 8.90962e-05 | val_loss: 9.36774e-05 | Time: 6701.16 ms [2020-11-11 12:17:54 main:574] : INFO : Epoch 141 | loss: 8.88176e-05 | val_loss: 9.19643e-05 | Time: 6563.3 ms [2020-11-11 12:18:01 main:574] : INFO : Epoch 142 | loss: 8.82438e-05 | val_loss: 9.16204e-05 | Time: 6732.02 ms [2020-11-11 12:18:07 main:574] : INFO : Epoch 143 | loss: 8.82288e-05 | val_loss: 9.07605e-05 | Time: 6520.05 ms [2020-11-11 12:18:14 main:574] : INFO : Epoch 144 | loss: 8.80737e-05 | val_loss: 9.23584e-05 | Time: 6574.13 ms [2020-11-11 12:18:21 main:574] : INFO : Epoch 145 | loss: 8.78538e-05 | val_loss: 9.08789e-05 | Time: 6558.95 ms [2020-11-11 12:18:27 main:574] : INFO : Epoch 146 | loss: 8.74274e-05 | val_loss: 9.20577e-05 | Time: 6574.72 ms [2020-11-11 12:18:34 main:574] : INFO : Epoch 147 | loss: 8.65263e-05 | val_loss: 9.03498e-05 | Time: 6710.39 ms [2020-11-11 12:18:41 main:574] : INFO : Epoch 148 | loss: 8.63946e-05 | val_loss: 9.16224e-05 | Time: 6650.75 ms [2020-11-11 12:18:47 main:574] : INFO : Epoch 149 | loss: 8.6701e-05 | val_loss: 9.05975e-05 | Time: 6550.73 ms [2020-11-11 12:18:54 main:574] : INFO : Epoch 150 | loss: 8.5874e-05 | val_loss: 9.03839e-05 | Time: 6647.56 ms [2020-11-11 12:19:00 main:574] : INFO : Epoch 151 | loss: 8.55756e-05 | val_loss: 8.82294e-05 | Time: 6496.95 ms [2020-11-11 12:19:07 main:574] : INFO : Epoch 152 | loss: 8.49426e-05 | val_loss: 8.902e-05 | Time: 6591.01 ms [2020-11-11 12:19:14 main:574] : INFO : Epoch 153 | loss: 8.48528e-05 | val_loss: 8.77719e-05 | Time: 6701.01 ms [2020-11-11 12:19:20 main:574] : INFO : Epoch 154 | loss: 8.48703e-05 | val_loss: 8.75106e-05 | Time: 6535.75 ms [2020-11-11 12:19:27 main:574] : INFO : Epoch 155 | loss: 8.43666e-05 | val_loss: 8.8639e-05 | Time: 6437.64 ms [2020-11-11 12:19:34 main:574] : INFO : Epoch 156 | loss: 8.42093e-05 | val_loss: 8.84387e-05 | Time: 6608.4 ms [2020-11-11 12:19:40 main:574] : INFO : Epoch 157 | loss: 8.3479e-05 | val_loss: 8.67102e-05 | Time: 6479.2 ms [2020-11-11 12:19:47 main:574] : INFO : Epoch 158 | loss: 8.31099e-05 | val_loss: 8.70495e-05 | Time: 6374.5 ms [2020-11-11 12:19:53 main:574] : INFO : Epoch 159 | loss: 8.29468e-05 | val_loss: 8.72792e-05 | Time: 6452.15 ms [2020-11-11 12:20:00 main:574] : INFO : Epoch 160 | loss: 8.28324e-05 | val_loss: 8.54947e-05 | Time: 6445.53 ms [2020-11-11 12:20:06 main:574] : INFO : Epoch 161 | loss: 8.25691e-05 | val_loss: 8.59848e-05 | Time: 6535.02 ms [2020-11-11 12:20:13 main:574] : INFO : Epoch 162 | loss: 8.1962e-05 | val_loss: 8.56033e-05 | Time: 6798.62 ms [2020-11-11 12:20:20 main:574] : INFO : Epoch 163 | loss: 8.24627e-05 | val_loss: 8.55019e-05 | Time: 6588.64 ms [2020-11-11 12:20:26 main:574] : INFO : Epoch 164 | loss: 8.10275e-05 | val_loss: 8.40281e-05 | Time: 6588.11 ms [2020-11-11 12:20:33 main:574] : INFO : Epoch 165 | loss: 8.13208e-05 | val_loss: 8.4203e-05 | Time: 6285.67 ms [2020-11-11 12:20:40 main:574] : INFO : Epoch 166 | loss: 8.0759e-05 | val_loss: 8.49284e-05 | Time: 6844.07 ms [2020-11-11 12:20:46 main:574] : INFO : Epoch 167 | loss: 8.06689e-05 | val_loss: 8.39281e-05 | Time: 6770.15 ms [2020-11-11 12:20:53 main:574] : INFO : Epoch 168 | loss: 7.99237e-05 | val_loss: 8.51245e-05 | Time: 6567.39 ms [2020-11-11 12:20:59 main:574] : INFO : Epoch 169 | loss: 8.04037e-05 | val_loss: 8.2307e-05 | Time: 6429.71 ms [2020-11-11 12:21:06 main:574] : INFO : Epoch 170 | loss: 7.97029e-05 | val_loss: 8.36846e-05 | Time: 6665.95 ms [2020-11-11 12:21:13 main:574] : INFO : Epoch 171 | loss: 7.94291e-05 | val_loss: 8.2395e-05 | Time: 6475.81 ms [2020-11-11 12:21:19 main:574] : INFO : Epoch 172 | loss: 7.90829e-05 | val_loss: 8.20048e-05 | Time: 6354.27 ms [2020-11-11 12:21:26 main:574] : INFO : Epoch 173 | loss: 7.8693e-05 | val_loss: 8.24131e-05 | Time: 6550.12 ms [2020-11-11 12:21:32 main:574] : INFO : Epoch 174 | loss: 7.83987e-05 | val_loss: 8.27573e-05 | Time: 6471.85 ms [2020-11-11 12:21:39 main:574] : INFO : Epoch 175 | loss: 7.8583e-05 | val_loss: 8.14118e-05 | Time: 6761.01 ms [2020-11-11 12:21:46 main:574] : INFO : Epoch 176 | loss: 7.79602e-05 | val_loss: 8.0824e-05 | Time: 6679.07 ms [2020-11-11 12:21:52 main:574] : INFO : Epoch 177 | loss: 7.83944e-05 | val_loss: 8.13695e-05 | Time: 6410.27 ms [2020-11-11 12:21:59 main:574] : INFO : Epoch 178 | loss: 7.73608e-05 | val_loss: 8.01383e-05 | Time: 6466.65 ms [2020-11-11 12:22:05 main:574] : INFO : Epoch 179 | loss: 7.7259e-05 | val_loss: 8.04254e-05 | Time: 6517.17 ms [2020-11-11 12:22:12 main:574] : INFO : Epoch 180 | loss: 7.70483e-05 | val_loss: 7.87958e-05 | Time: 6693.37 ms [2020-11-11 12:22:19 main:574] : INFO : Epoch 181 | loss: 7.63568e-05 | val_loss: 7.97148e-05 | Time: 6537.79 ms [2020-11-11 12:22:25 main:574] : INFO : Epoch 182 | loss: 7.62954e-05 | val_loss: 7.95951e-05 | Time: 6403.14 ms [2020-11-11 12:22:32 main:574] : INFO : Epoch 183 | loss: 7.60059e-05 | val_loss: 8.07802e-05 | Time: 6523.75 ms [2020-11-11 12:22:38 main:574] : INFO : Epoch 184 | loss: 7.57572e-05 | val_loss: 7.85342e-05 | Time: 6542.32 ms [2020-11-11 12:22:45 main:574] : INFO : Epoch 185 | loss: 7.53392e-05 | val_loss: 7.94876e-05 | Time: 6490.66 ms [2020-11-11 12:22:51 main:574] : INFO : Epoch 186 | loss: 7.5677e-05 | val_loss: 7.87359e-05 | Time: 6413.05 ms [2020-11-11 12:22:58 main:574] : INFO : Epoch 187 | loss: 7.50691e-05 | val_loss: 7.73334e-05 | Time: 6439.24 ms [2020-11-11 12:23:04 main:574] : INFO : Epoch 188 | loss: 7.48359e-05 | val_loss: 7.77633e-05 | Time: 6574.01 ms [2020-11-11 12:23:11 main:574] : INFO : Epoch 189 | loss: 7.46463e-05 | val_loss: 7.7155e-05 | Time: 6650.13 ms [2020-11-11 12:23:17 main:574] : INFO : Epoch 190 | loss: 7.44181e-05 | val_loss: 7.6893e-05 | Time: 6352.59 ms [2020-11-11 12:23:24 main:574] : INFO : Epoch 191 | loss: 7.45726e-05 | val_loss: 7.81621e-05 | Time: 6443.31 ms [2020-11-11 12:23:30 main:574] : INFO : Epoch 192 | loss: 7.37368e-05 | val_loss: 7.60418e-05 | Time: 6360.75 ms [2020-11-11 12:23:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 7.60418e-05 [2020-11-11 12:23:31 main:603] : INFO : Saving end state to config to file [2020-11-11 12:23:31 main:608] : INFO : Success, exiting.. 12:23:31 (21432): 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)