Task 2828696
| Name | rand_automata_0001-1604983833-9831-0_1 |
| Workunit | 1263939 |
| Created | 11 Nov 2020, 3:20:39 UTC |
| Sent | 11 Nov 2020, 3:22:47 UTC |
| Report deadline | 12 Nov 2020, 1:52:47 UTC |
| Received | 11 Nov 2020, 10:52:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 13 min 28 sec |
| CPU time | 12 min 46 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,174.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.04 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 970) [2020-11-11 12:39:08 main:435] : INFO : Set logging level to 1 [2020-11-11 12:39:08 main:441] : INFO : Running in BOINC Client mode [2020-11-11 12:39:08 main:444] : INFO : Resolving all filenames [2020-11-11 12:39:08 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0001-train-val-dataset.hdf5 (exists = 1) [2020-11-11 12:39:08 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0001-1604983833-9831-0_1_r1123572716_1 (exists = 0) [2020-11-11 12:39:08 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0001-1604983833-9831-0_1_r1123572716_0 (exists = 0) [2020-11-11 12:39:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-11 12:39:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 12:39:08 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0001-train-val-dataset.hdf5 [2020-11-11 12:39:08 main:474] : INFO : Configuration: [2020-11-11 12:39:08 main:475] : INFO : Model type: LSTM [2020-11-11 12:39:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 12:39:08 main:477] : INFO : Max Epochs: 192 [2020-11-11 12:39:08 main:478] : INFO : Batch Size: 32 [2020-11-11 12:39:08 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 12:39:08 main:480] : INFO : Patience: 10 [2020-11-11 12:39:08 main:481] : INFO : Hidden Width: 64 [2020-11-11 12:39:08 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 12:39:08 main:483] : INFO : # Backend Layers: 2 [2020-11-11 12:39:09 main:484] : INFO : # Threads: 1 [2020-11-11 12:39:09 main:486] : INFO : Preparing Dataset [2020-11-11 12:39:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0001-train-val-dataset.hdf5 into memory [2020-11-11 12:39:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0001-train-val-dataset.hdf5 into memory [2020-11-11 12:39:11 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 12:39:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0001-train-val-dataset.hdf5 into memory [2020-11-11 12:39:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0001-train-val-dataset.hdf5 into memory [2020-11-11 12:39:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 12:39:11 main:494] : INFO : Creating Model [2020-11-11 12:39:11 main:507] : INFO : Preparing config file [2020-11-11 12:39:11 main:519] : INFO : Creating new config file [2020-11-11 12:39:12 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 12:39:12 main:562] : INFO : Starting Training [2020-11-11 12:39:17 main:574] : INFO : Epoch 1 | loss: 0.0664267 | val_loss: 0.0659449 | Time: 4343.74 ms [2020-11-11 12:39:21 main:574] : INFO : Epoch 2 | loss: 0.0652969 | val_loss: 0.0639937 | Time: 3975.05 ms [2020-11-11 12:39:25 main:574] : INFO : Epoch 3 | loss: 0.0623892 | val_loss: 0.0604086 | Time: 4113.74 ms [2020-11-11 12:39:29 main:574] : INFO : Epoch 4 | loss: 0.0589965 | val_loss: 0.0575017 | Time: 3869.45 ms [2020-11-11 12:39:33 main:574] : INFO : Epoch 5 | loss: 0.0565331 | val_loss: 0.0556058 | Time: 4142.82 ms [2020-11-11 12:39:37 main:574] : INFO : Epoch 6 | loss: 0.0547551 | val_loss: 0.0539418 | Time: 3928.62 ms [2020-11-11 12:39:41 main:574] : INFO : Epoch 7 | loss: 0.0532124 | val_loss: 0.0524397 | Time: 4058.49 ms [2020-11-11 12:39:45 main:574] : INFO : Epoch 8 | loss: 0.0517627 | val_loss: 0.0511779 | Time: 4132.95 ms [2020-11-11 12:39:49 main:574] : INFO : Epoch 9 | loss: 0.0503676 | val_loss: 0.0498429 | Time: 3828.75 ms [2020-11-11 12:39:53 main:574] : INFO : Epoch 10 | loss: 0.048854 | val_loss: 0.0483134 | Time: 4087.19 ms [2020-11-11 12:39:57 main:574] : INFO : Epoch 11 | loss: 0.0471998 | val_loss: 0.0466325 | Time: 3867.24 ms [2020-11-11 12:40:01 main:574] : INFO : Epoch 12 | loss: 0.0452732 | val_loss: 0.0444798 | Time: 4139.73 ms [2020-11-11 12:40:05 main:574] : INFO : Epoch 13 | loss: 0.0430138 | val_loss: 0.042839 | Time: 4132.12 ms [2020-11-11 12:40:09 main:574] : INFO : Epoch 14 | loss: 0.0405615 | val_loss: 0.0398454 | Time: 3843.15 ms [2020-11-11 12:40:14 main:574] : INFO : Epoch 15 | loss: 0.0376415 | val_loss: 0.0370478 | Time: 4299.61 ms [2020-11-11 12:40:18 main:574] : INFO : Epoch 16 | loss: 0.034832 | val_loss: 0.0337617 | Time: 4052.05 ms [2020-11-11 12:40:22 main:574] : INFO : Epoch 17 | loss: 0.0315501 | val_loss: 0.0322736 | Time: 4181.37 ms [2020-11-11 12:40:26 main:574] : INFO : Epoch 18 | loss: 0.0289464 | val_loss: 0.033036 | Time: 4109.8 ms [2020-11-11 12:40:30 main:574] : INFO : Epoch 19 | loss: 0.0258123 | val_loss: 0.0246379 | Time: 3866.5 ms [2020-11-11 12:40:34 main:574] : INFO : Epoch 20 | loss: 0.0220286 | val_loss: 0.0196257 | Time: 4131.46 ms [2020-11-11 12:40:38 main:574] : INFO : Epoch 21 | loss: 0.025664 | val_loss: 0.0325508 | Time: 3828.82 ms [2020-11-11 12:40:42 main:574] : INFO : Epoch 22 | loss: 0.0210016 | val_loss: 0.0274093 | Time: 4148.23 ms [2020-11-11 12:40:46 main:574] : INFO : Epoch 23 | loss: 0.0169383 | val_loss: 0.0199885 | Time: 4048.36 ms [2020-11-11 12:40:50 main:574] : INFO : Epoch 24 | loss: 0.0161614 | val_loss: 0.0133802 | Time: 3965.08 ms [2020-11-11 12:40:55 main:574] : INFO : Epoch 25 | loss: 0.0443707 | val_loss: 0.0564824 | Time: 4131.93 ms [2020-11-11 12:40:59 main:574] : INFO : Epoch 26 | loss: 0.0520336 | val_loss: 0.0450726 | Time: 3845.41 ms [2020-11-11 12:41:03 main:574] : INFO : Epoch 27 | loss: 0.0300257 | val_loss: 0.0172612 | Time: 4103.53 ms [2020-11-11 12:41:07 main:574] : INFO : Epoch 28 | loss: 0.0162839 | val_loss: 0.0131804 | Time: 3940.46 ms [2020-11-11 12:41:11 main:574] : INFO : Epoch 29 | loss: 0.0115387 | val_loss: 0.0109769 | Time: 4056.76 ms [2020-11-11 12:41:15 main:574] : INFO : Epoch 30 | loss: 0.00971818 | val_loss: 0.00949842 | Time: 4109.66 ms [2020-11-11 12:41:19 main:574] : INFO : Epoch 31 | loss: 0.00914547 | val_loss: 0.00912535 | Time: 4007.44 ms [2020-11-11 12:41:23 main:574] : INFO : Epoch 32 | loss: 0.00834937 | val_loss: 0.00862025 | Time: 4097.89 ms [2020-11-11 12:41:27 main:574] : INFO : Epoch 33 | loss: 0.00805895 | val_loss: 0.00794712 | Time: 3829.77 ms [2020-11-11 12:41:31 main:574] : INFO : Epoch 34 | loss: 0.00751264 | val_loss: 0.00758735 | Time: 4127.95 ms [2020-11-11 12:41:36 main:574] : INFO : Epoch 35 | loss: 0.00712091 | val_loss: 0.00726374 | Time: 4100.78 ms [2020-11-11 12:41:39 main:574] : INFO : Epoch 36 | loss: 0.00726202 | val_loss: 0.00745793 | Time: 3851.7 ms [2020-11-11 12:41:44 main:574] : INFO : Epoch 37 | loss: 0.00678706 | val_loss: 0.00663986 | Time: 4146.93 ms [2020-11-11 12:41:48 main:574] : INFO : Epoch 38 | loss: 0.0062628 | val_loss: 0.00629722 | Time: 3875.64 ms [2020-11-11 12:41:52 main:574] : INFO : Epoch 39 | loss: 0.00600258 | val_loss: 0.0059906 | Time: 4079.76 ms [2020-11-11 12:41:56 main:574] : INFO : Epoch 40 | loss: 0.00574032 | val_loss: 0.00574359 | Time: 4090.76 ms [2020-11-11 12:42:00 main:574] : INFO : Epoch 41 | loss: 0.00550749 | val_loss: 0.00549897 | Time: 3838.43 ms [2020-11-11 12:42:04 main:574] : INFO : Epoch 42 | loss: 0.00528342 | val_loss: 0.00527543 | Time: 4133.8 ms [2020-11-11 12:42:08 main:574] : INFO : Epoch 43 | loss: 0.00506778 | val_loss: 0.00505663 | Time: 3846.23 ms [2020-11-11 12:42:12 main:574] : INFO : Epoch 44 | loss: 0.0048585 | val_loss: 0.00483913 | Time: 4121.69 ms [2020-11-11 12:42:16 main:574] : INFO : Epoch 45 | loss: 0.00464918 | val_loss: 0.00463274 | Time: 4090.41 ms [2020-11-11 12:42:20 main:574] : INFO : Epoch 46 | loss: 0.00445245 | val_loss: 0.00442473 | Time: 4006.09 ms [2020-11-11 12:42:24 main:574] : INFO : Epoch 47 | loss: 0.00425437 | val_loss: 0.00422194 | Time: 4131 ms [2020-11-11 12:42:28 main:574] : INFO : Epoch 48 | loss: 0.00407354 | val_loss: 0.00403689 | Time: 3842.19 ms [2020-11-11 12:42:32 main:574] : INFO : Epoch 49 | loss: 0.00388142 | val_loss: 0.00385341 | Time: 4144.4 ms [2020-11-11 12:42:37 main:574] : INFO : Epoch 50 | loss: 0.0037045 | val_loss: 0.00367501 | Time: 4007.13 ms [2020-11-11 12:42:41 main:574] : INFO : Epoch 51 | loss: 0.00353304 | val_loss: 0.00348721 | Time: 3965.2 ms [2020-11-11 12:42:45 main:574] : INFO : Epoch 52 | loss: 0.0033682 | val_loss: 0.00332022 | Time: 4098.41 ms [2020-11-11 12:42:49 main:574] : INFO : Epoch 53 | loss: 0.00320965 | val_loss: 0.00316338 | Time: 3790.47 ms [2020-11-11 12:42:53 main:574] : INFO : Epoch 54 | loss: 0.00305491 | val_loss: 0.00300409 | Time: 4148.17 ms [2020-11-11 12:42:57 main:574] : INFO : Epoch 55 | loss: 0.00290909 | val_loss: 0.00285963 | Time: 3946.37 ms [2020-11-11 12:43:01 main:574] : INFO : Epoch 56 | loss: 0.00276685 | val_loss: 0.00271746 | Time: 4072.2 ms [2020-11-11 12:43:05 main:574] : INFO : Epoch 57 | loss: 0.00263016 | val_loss: 0.00258467 | Time: 4180.52 ms [2020-11-11 12:43:09 main:574] : INFO : Epoch 58 | loss: 0.00249969 | val_loss: 0.0024498 | Time: 3852.16 ms [2020-11-11 12:43:13 main:574] : INFO : Epoch 59 | loss: 0.0023738 | val_loss: 0.00232878 | Time: 4106.42 ms [2020-11-11 12:43:17 main:574] : INFO : Epoch 60 | loss: 0.00225363 | val_loss: 0.00221186 | Time: 3956.25 ms [2020-11-11 12:43:21 main:574] : INFO : Epoch 61 | loss: 0.00213877 | val_loss: 0.00209635 | Time: 4130.76 ms [2020-11-11 12:43:26 main:574] : INFO : Epoch 62 | loss: 0.00203016 | val_loss: 0.00199034 | Time: 4112.79 ms [2020-11-11 12:43:30 main:574] : INFO : Epoch 63 | loss: 0.00192469 | val_loss: 0.00188599 | Time: 3858.46 ms [2020-11-11 12:43:34 main:574] : INFO : Epoch 64 | loss: 0.00182494 | val_loss: 0.00179002 | Time: 4109.75 ms [2020-11-11 12:43:38 main:574] : INFO : Epoch 65 | loss: 0.00172985 | val_loss: 0.0016955 | Time: 3869.02 ms [2020-11-11 12:43:42 main:574] : INFO : Epoch 66 | loss: 0.00163913 | val_loss: 0.00160605 | Time: 4101.21 ms [2020-11-11 12:43:46 main:574] : INFO : Epoch 67 | loss: 0.00155264 | val_loss: 0.00152237 | Time: 4094.64 ms [2020-11-11 12:43:50 main:574] : INFO : Epoch 68 | loss: 0.00147033 | val_loss: 0.00144083 | Time: 3862.77 ms [2020-11-11 12:43:54 main:574] : INFO : Epoch 69 | loss: 0.00139227 | val_loss: 0.00136655 | Time: 4132.87 ms [2020-11-11 12:43:58 main:574] : INFO : Epoch 70 | loss: 0.00131803 | val_loss: 0.00129191 | Time: 3842.62 ms [2020-11-11 12:44:02 main:574] : INFO : Epoch 71 | loss: 0.00124827 | val_loss: 0.00122276 | Time: 4129.11 ms [2020-11-11 12:44:06 main:574] : INFO : Epoch 72 | loss: 0.00118168 | val_loss: 0.00115891 | Time: 4099.61 ms [2020-11-11 12:44:10 main:574] : INFO : Epoch 73 | loss: 0.00111829 | val_loss: 0.00109587 | Time: 3863.58 ms [2020-11-11 12:44:14 main:574] : INFO : Epoch 74 | loss: 0.00105791 | val_loss: 0.00103662 | Time: 4132.31 ms [2020-11-11 12:44:18 main:574] : INFO : Epoch 75 | loss: 0.00100121 | val_loss: 0.000980701 | Time: 3898.18 ms [2020-11-11 12:44:22 main:574] : INFO : Epoch 76 | loss: 0.000946998 | val_loss: 0.000926439 | Time: 4122.96 ms [2020-11-11 12:44:26 main:574] : INFO : Epoch 77 | loss: 0.000895386 | val_loss: 0.000877727 | Time: 4019.04 ms [2020-11-11 12:44:30 main:574] : INFO : Epoch 78 | loss: 0.000846691 | val_loss: 0.000827826 | Time: 3964.95 ms [2020-11-11 12:44:35 main:574] : INFO : Epoch 79 | loss: 0.000799322 | val_loss: 0.000781092 | Time: 4142.64 ms [2020-11-11 12:44:39 main:574] : INFO : Epoch 80 | loss: 0.000756133 | val_loss: 0.000740305 | Time: 3842.62 ms [2020-11-11 12:44:43 main:574] : INFO : Epoch 81 | loss: 0.000714216 | val_loss: 0.000698404 | Time: 4138.99 ms [2020-11-11 12:44:47 main:574] : INFO : Epoch 82 | loss: 0.00067521 | val_loss: 0.000660641 | Time: 3941.07 ms [2020-11-11 12:44:51 main:574] : INFO : Epoch 83 | loss: 0.00063753 | val_loss: 0.000624656 | Time: 4002.14 ms [2020-11-11 12:44:55 main:574] : INFO : Epoch 84 | loss: 0.000601858 | val_loss: 0.000588312 | Time: 4113.33 ms [2020-11-11 12:44:59 main:574] : INFO : Epoch 85 | loss: 0.000568276 | val_loss: 0.000557065 | Time: 3837.23 ms [2020-11-11 12:45:03 main:574] : INFO : Epoch 86 | loss: 0.00053591 | val_loss: 0.000524605 | Time: 4238.15 ms [2020-11-11 12:45:07 main:574] : INFO : Epoch 87 | loss: 0.000506429 | val_loss: 0.000492718 | Time: 3870.21 ms [2020-11-11 12:45:11 main:574] : INFO : Epoch 88 | loss: 0.000477798 | val_loss: 0.000463908 | Time: 4110.24 ms [2020-11-11 12:45:15 main:574] : INFO : Epoch 89 | loss: 0.000451228 | val_loss: 0.000440652 | Time: 4147.2 ms [2020-11-11 12:45:19 main:574] : INFO : Epoch 90 | loss: 0.000425385 | val_loss: 0.000414557 | Time: 3889.88 ms [2020-11-11 12:45:24 main:574] : INFO : Epoch 91 | loss: 0.000402155 | val_loss: 0.000392821 | Time: 4431.55 ms [2020-11-11 12:45:28 main:574] : INFO : Epoch 92 | loss: 0.000379496 | val_loss: 0.000371792 | Time: 3988.42 ms [2020-11-11 12:45:32 main:574] : INFO : Epoch 93 | loss: 0.000358127 | val_loss: 0.000352635 | Time: 4079.27 ms [2020-11-11 12:45:36 main:574] : INFO : Epoch 94 | loss: 0.000338661 | val_loss: 0.000330041 | Time: 4117.15 ms [2020-11-11 12:45:40 main:574] : INFO : Epoch 95 | loss: 0.00032073 | val_loss: 0.000313502 | Time: 3825.48 ms [2020-11-11 12:45:44 main:574] : INFO : Epoch 96 | loss: 0.000303326 | val_loss: 0.000295366 | Time: 4139.11 ms [2020-11-11 12:45:48 main:574] : INFO : Epoch 97 | loss: 0.000287044 | val_loss: 0.000280717 | Time: 3850.2 ms [2020-11-11 12:45:52 main:574] : INFO : Epoch 98 | loss: 0.000272263 | val_loss: 0.000262262 | Time: 4122.79 ms [2020-11-11 12:45:56 main:574] : INFO : Epoch 99 | loss: 0.00025683 | val_loss: 0.000249571 | Time: 4086.9 ms [2020-11-11 12:46:00 main:574] : INFO : Epoch 100 | loss: 0.000243658 | val_loss: 0.000237124 | Time: 3917.01 ms [2020-11-11 12:46:05 main:574] : INFO : Epoch 101 | loss: 0.00023134 | val_loss: 0.000225654 | Time: 4139.87 ms [2020-11-11 12:46:08 main:574] : INFO : Epoch 102 | loss: 0.000219827 | val_loss: 0.000214513 | Time: 3784.41 ms [2020-11-11 12:46:13 main:574] : INFO : Epoch 103 | loss: 0.000209071 | val_loss: 0.000204001 | Time: 4091.1 ms [2020-11-11 12:46:17 main:574] : INFO : Epoch 104 | loss: 0.000198039 | val_loss: 0.000193651 | Time: 4000.59 ms [2020-11-11 12:46:21 main:574] : INFO : Epoch 105 | loss: 0.000187812 | val_loss: 0.000185861 | Time: 3996.8 ms [2020-11-11 12:46:25 main:574] : INFO : Epoch 106 | loss: 0.000180387 | val_loss: 0.000176018 | Time: 4120.15 ms [2020-11-11 12:46:29 main:574] : INFO : Epoch 107 | loss: 0.000170858 | val_loss: 0.000168429 | Time: 3823.07 ms [2020-11-11 12:46:33 main:574] : INFO : Epoch 108 | loss: 0.00016276 | val_loss: 0.000158954 | Time: 4115.06 ms [2020-11-11 12:46:37 main:574] : INFO : Epoch 109 | loss: 0.000155878 | val_loss: 0.00015629 | Time: 3943.59 ms [2020-11-11 12:46:41 main:574] : INFO : Epoch 110 | loss: 0.000147855 | val_loss: 0.000146821 | Time: 4030.4 ms [2020-11-11 12:46:45 main:574] : INFO : Epoch 111 | loss: 0.000142523 | val_loss: 0.000137901 | Time: 4117.52 ms [2020-11-11 12:46:49 main:574] : INFO : Epoch 112 | loss: 0.000135218 | val_loss: 0.000134293 | Time: 3849.47 ms [2020-11-11 12:46:53 main:574] : INFO : Epoch 113 | loss: 0.000130149 | val_loss: 0.000125689 | Time: 4083.88 ms [2020-11-11 12:46:57 main:574] : INFO : Epoch 114 | loss: 0.000123666 | val_loss: 0.00012074 | Time: 3837.81 ms [2020-11-11 12:47:01 main:574] : INFO : Epoch 115 | loss: 0.000118487 | val_loss: 0.000116309 | Time: 4080.2 ms [2020-11-11 12:47:05 main:574] : INFO : Epoch 116 | loss: 0.000113755 | val_loss: 0.000112298 | Time: 4082.69 ms [2020-11-11 12:47:09 main:574] : INFO : Epoch 117 | loss: 0.000109504 | val_loss: 0.000107488 | Time: 4033.37 ms [2020-11-11 12:47:14 main:574] : INFO : Epoch 118 | loss: 0.00010561 | val_loss: 0.000102768 | Time: 4172.37 ms [2020-11-11 12:47:18 main:574] : INFO : Epoch 119 | loss: 0.000101403 | val_loss: 9.86664e-05 | Time: 3880.52 ms [2020-11-11 12:47:22 main:574] : INFO : Epoch 120 | loss: 9.74634e-05 | val_loss: 9.50353e-05 | Time: 4122.35 ms [2020-11-11 12:47:26 main:574] : INFO : Epoch 121 | loss: 9.33944e-05 | val_loss: 9.36677e-05 | Time: 4154.2 ms [2020-11-11 12:47:30 main:574] : INFO : Epoch 122 | loss: 9.00828e-05 | val_loss: 8.79108e-05 | Time: 3873.72 ms [2020-11-11 12:47:34 main:574] : INFO : Epoch 123 | loss: 8.71202e-05 | val_loss: 8.71223e-05 | Time: 4163.25 ms [2020-11-11 12:47:38 main:574] : INFO : Epoch 124 | loss: 8.38214e-05 | val_loss: 8.24215e-05 | Time: 3850.77 ms [2020-11-11 12:47:42 main:574] : INFO : Epoch 125 | loss: 8.08383e-05 | val_loss: 7.88387e-05 | Time: 4122.23 ms [2020-11-11 12:47:46 main:574] : INFO : Epoch 126 | loss: 7.8188e-05 | val_loss: 7.8009e-05 | Time: 4108.82 ms [2020-11-11 12:47:50 main:574] : INFO : Epoch 127 | loss: 7.54273e-05 | val_loss: 7.41886e-05 | Time: 3889.02 ms [2020-11-11 12:47:55 main:574] : INFO : Epoch 128 | loss: 7.2963e-05 | val_loss: 7.1938e-05 | Time: 4152.48 ms [2020-11-11 12:47:58 main:574] : INFO : Epoch 129 | loss: 7.07817e-05 | val_loss: 6.98317e-05 | Time: 3842.63 ms [2020-11-11 12:48:03 main:574] : INFO : Epoch 130 | loss: 6.88081e-05 | val_loss: 6.69884e-05 | Time: 4131.43 ms [2020-11-11 12:48:07 main:574] : INFO : Epoch 131 | loss: 6.6764e-05 | val_loss: 6.70665e-05 | Time: 4016.93 ms [2020-11-11 12:48:11 main:574] : INFO : Epoch 132 | loss: 6.42906e-05 | val_loss: 6.3701e-05 | Time: 4125.97 ms [2020-11-11 12:48:15 main:574] : INFO : Epoch 133 | loss: 6.2177e-05 | val_loss: 6.34382e-05 | Time: 4088.64 ms [2020-11-11 12:48:19 main:574] : INFO : Epoch 134 | loss: 6.11955e-05 | val_loss: 5.9408e-05 | Time: 3854.36 ms [2020-11-11 12:48:23 main:574] : INFO : Epoch 135 | loss: 5.87413e-05 | val_loss: 5.81254e-05 | Time: 4094.05 ms [2020-11-11 12:48:27 main:574] : INFO : Epoch 136 | loss: 5.72187e-05 | val_loss: 5.61283e-05 | Time: 3904.55 ms [2020-11-11 12:48:31 main:574] : INFO : Epoch 137 | loss: 5.56482e-05 | val_loss: 5.4178e-05 | Time: 4090.85 ms [2020-11-11 12:48:35 main:574] : INFO : Epoch 138 | loss: 5.40628e-05 | val_loss: 5.26014e-05 | Time: 4078.12 ms [2020-11-11 12:48:39 main:574] : INFO : Epoch 139 | loss: 5.28468e-05 | val_loss: 5.09061e-05 | Time: 3853.26 ms [2020-11-11 12:48:43 main:574] : INFO : Epoch 140 | loss: 5.16913e-05 | val_loss: 5.1451e-05 | Time: 4063.09 ms [2020-11-11 12:48:47 main:574] : INFO : Epoch 141 | loss: 5.07749e-05 | val_loss: 4.99497e-05 | Time: 3813.67 ms [2020-11-11 12:48:51 main:574] : INFO : Epoch 142 | loss: 4.83228e-05 | val_loss: 4.81617e-05 | Time: 4120.9 ms [2020-11-11 12:48:56 main:574] : INFO : Epoch 143 | loss: 4.75847e-05 | val_loss: 4.62462e-05 | Time: 4105.54 ms [2020-11-11 12:49:00 main:574] : INFO : Epoch 144 | loss: 4.6507e-05 | val_loss: 4.52534e-05 | Time: 3839.99 ms [2020-11-11 12:49:04 main:574] : INFO : Epoch 145 | loss: 4.5652e-05 | val_loss: 4.50378e-05 | Time: 4142.6 ms [2020-11-11 12:49:08 main:574] : INFO : Epoch 146 | loss: 4.46524e-05 | val_loss: 4.5001e-05 | Time: 3920.5 ms [2020-11-11 12:49:12 main:574] : INFO : Epoch 147 | loss: 4.3105e-05 | val_loss: 4.28393e-05 | Time: 4069 ms [2020-11-11 12:49:16 main:574] : INFO : Epoch 148 | loss: 4.29873e-05 | val_loss: 4.29942e-05 | Time: 4167.57 ms [2020-11-11 12:49:20 main:574] : INFO : Epoch 149 | loss: 4.23257e-05 | val_loss: 4.17801e-05 | Time: 3847.89 ms [2020-11-11 12:49:24 main:574] : INFO : Epoch 150 | loss: 4.04166e-05 | val_loss: 4.13532e-05 | Time: 4153.02 ms [2020-11-11 12:49:28 main:574] : INFO : Epoch 151 | loss: 4.09459e-05 | val_loss: 4.00316e-05 | Time: 3858.43 ms [2020-11-11 12:49:32 main:574] : INFO : Epoch 152 | loss: 3.88471e-05 | val_loss: 3.95983e-05 | Time: 4148.15 ms [2020-11-11 12:49:36 main:574] : INFO : Epoch 153 | loss: 3.81297e-05 | val_loss: 3.82577e-05 | Time: 4078.27 ms [2020-11-11 12:49:40 main:574] : INFO : Epoch 154 | loss: 3.78909e-05 | val_loss: 3.81247e-05 | Time: 3890.25 ms [2020-11-11 12:49:44 main:574] : INFO : Epoch 155 | loss: 3.66062e-05 | val_loss: 3.63231e-05 | Time: 4104.61 ms [2020-11-11 12:49:48 main:574] : INFO : Epoch 156 | loss: 3.57454e-05 | val_loss: 3.54604e-05 | Time: 3830.8 ms [2020-11-11 12:49:53 main:574] : INFO : Epoch 157 | loss: 3.56447e-05 | val_loss: 3.79169e-05 | Time: 4124.25 ms [2020-11-11 12:49:57 main:574] : INFO : Epoch 158 | loss: 3.45089e-05 | val_loss: 3.40907e-05 | Time: 4020.18 ms [2020-11-11 12:50:01 main:574] : INFO : Epoch 159 | loss: 3.39095e-05 | val_loss: 3.26481e-05 | Time: 3949.5 ms [2020-11-11 12:50:05 main:574] : INFO : Epoch 160 | loss: 3.40558e-05 | val_loss: 3.30848e-05 | Time: 4114.65 ms [2020-11-11 12:50:09 main:574] : INFO : Epoch 161 | loss: 3.29373e-05 | val_loss: 3.28811e-05 | Time: 3832.34 ms [2020-11-11 12:50:13 main:574] : INFO : Epoch 162 | loss: 3.21025e-05 | val_loss: 3.14931e-05 | Time: 4149.43 ms [2020-11-11 12:50:17 main:574] : INFO : Epoch 163 | loss: 3.23445e-05 | val_loss: 3.09282e-05 | Time: 3962.17 ms [2020-11-11 12:50:21 main:574] : INFO : Epoch 164 | loss: 3.1077e-05 | val_loss: 3.09329e-05 | Time: 4047.89 ms [2020-11-11 12:50:25 main:574] : INFO : Epoch 165 | loss: 3.11103e-05 | val_loss: 3.50383e-05 | Time: 4140.86 ms [2020-11-11 12:50:29 main:574] : INFO : Epoch 166 | loss: 3.06771e-05 | val_loss: 2.97913e-05 | Time: 3979.52 ms [2020-11-11 12:50:34 main:574] : INFO : Epoch 167 | loss: 3.0088e-05 | val_loss: 3.09159e-05 | Time: 4383.33 ms [2020-11-11 12:50:38 main:574] : INFO : Epoch 168 | loss: 2.91558e-05 | val_loss: 3.35879e-05 | Time: 3833.42 ms [2020-11-11 12:50:42 main:574] : INFO : Epoch 169 | loss: 3.02823e-05 | val_loss: 2.8327e-05 | Time: 4087.98 ms [2020-11-11 12:50:46 main:574] : INFO : Epoch 170 | loss: 2.82394e-05 | val_loss: 2.95269e-05 | Time: 4151.87 ms [2020-11-11 12:50:50 main:574] : INFO : Epoch 171 | loss: 2.83341e-05 | val_loss: 2.78722e-05 | Time: 3852.81 ms [2020-11-11 12:50:54 main:574] : INFO : Epoch 172 | loss: 2.7984e-05 | val_loss: 3.03153e-05 | Time: 4115.83 ms [2020-11-11 12:50:58 main:574] : INFO : Epoch 173 | loss: 2.69915e-05 | val_loss: 2.58365e-05 | Time: 3859.04 ms [2020-11-11 12:51:02 main:574] : INFO : Epoch 174 | loss: 2.70852e-05 | val_loss: 2.69114e-05 | Time: 4093.4 ms [2020-11-11 12:51:06 main:574] : INFO : Epoch 175 | loss: 2.66158e-05 | val_loss: 2.72413e-05 | Time: 4127.39 ms [2020-11-11 12:51:10 main:574] : INFO : Epoch 176 | loss: 2.68494e-05 | val_loss: 2.4304e-05 | Time: 3857.39 ms [2020-11-11 12:51:14 main:574] : INFO : Epoch 177 | loss: 2.56802e-05 | val_loss: 2.56373e-05 | Time: 4113.97 ms [2020-11-11 12:51:18 main:574] : INFO : Epoch 178 | loss: 2.50805e-05 | val_loss: 2.41771e-05 | Time: 3847.88 ms [2020-11-11 12:51:22 main:574] : INFO : Epoch 179 | loss: 2.48253e-05 | val_loss: 2.41198e-05 | Time: 4129.6 ms [2020-11-11 12:51:26 main:574] : INFO : Epoch 180 | loss: 2.47418e-05 | val_loss: 2.44299e-05 | Time: 4088.86 ms [2020-11-11 12:51:30 main:574] : INFO : Epoch 181 | loss: 2.49037e-05 | val_loss: 2.34131e-05 | Time: 3930.38 ms [2020-11-11 12:51:35 main:574] : INFO : Epoch 182 | loss: 2.4372e-05 | val_loss: 2.40044e-05 | Time: 4125.07 ms [2020-11-11 12:51:39 main:574] : INFO : Epoch 183 | loss: 2.36016e-05 | val_loss: 2.42678e-05 | Time: 3870.01 ms [2020-11-11 12:51:43 main:574] : INFO : Epoch 184 | loss: 2.42086e-05 | val_loss: 2.29231e-05 | Time: 4105.76 ms [2020-11-11 12:51:47 main:574] : INFO : Epoch 185 | loss: 2.33936e-05 | val_loss: 2.2913e-05 | Time: 3954.48 ms [2020-11-11 12:51:51 main:574] : INFO : Epoch 186 | loss: 2.28429e-05 | val_loss: 2.44388e-05 | Time: 3986.2 ms [2020-11-11 12:51:55 main:574] : INFO : Epoch 187 | loss: 2.22988e-05 | val_loss: 2.2084e-05 | Time: 4114.37 ms [2020-11-11 12:51:59 main:574] : INFO : Epoch 188 | loss: 2.30412e-05 | val_loss: 2.25779e-05 | Time: 3863.33 ms [2020-11-11 12:52:03 main:574] : INFO : Epoch 189 | loss: 2.21472e-05 | val_loss: 2.06085e-05 | Time: 4164.18 ms [2020-11-11 12:52:07 main:574] : INFO : Epoch 190 | loss: 2.21446e-05 | val_loss: 2.20147e-05 | Time: 3920.1 ms [2020-11-11 12:52:11 main:574] : INFO : Epoch 191 | loss: 2.17679e-05 | val_loss: 2.54169e-05 | Time: 4065.04 ms [2020-11-11 12:52:15 main:574] : INFO : Epoch 192 | loss: 2.1404e-05 | val_loss: 2.17875e-05 | Time: 4109.63 ms [2020-11-11 12:52:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.17875e-05 [2020-11-11 12:52:15 main:603] : INFO : Saving end state to config to file [2020-11-11 12:52:15 main:608] : INFO : Success, exiting.. 12:52:16 (15200): 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)