Task 2858960
| Name | rand_automata_0053-1604983220-29495-1_0 |
| Workunit | 1289603 |
| Created | 11 Nov 2020, 12:09:08 UTC |
| Sent | 11 Nov 2020, 12:09:08 UTC |
| Report deadline | 18 Nov 2020, 12:09:08 UTC |
| Received | 11 Nov 2020, 21:24:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 26 min 3 sec |
| CPU time | 25 min 31 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 21:58:44 main:435] : INFO : Set logging level to 1 [2020-11-11 21:58:44 main:441] : INFO : Running in BOINC Client mode [2020-11-11 21:58:44 main:444] : INFO : Resolving all filenames [2020-11-11 21:58:44 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-train-val-dataset.hdf5 (exists = 1) [2020-11-11 21:58:44 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-1604983220-29495-1_0_r2119379236_1 (exists = 0) [2020-11-11 21:58:44 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-1604983220-29495-1_0_r2119379236_0 (exists = 0) [2020-11-11 21:58:44 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-1604983220-29495-1 (exists = 1) [2020-11-11 21:58:44 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 21:58:44 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-train-val-dataset.hdf5 [2020-11-11 21:58:44 main:474] : INFO : Configuration: [2020-11-11 21:58:44 main:475] : INFO : Model type: LSTM [2020-11-11 21:58:44 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 21:58:44 main:477] : INFO : Max Epochs: 192 [2020-11-11 21:58:44 main:478] : INFO : Batch Size: 32 [2020-11-11 21:58:44 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 21:58:44 main:480] : INFO : Patience: 10 [2020-11-11 21:58:44 main:481] : INFO : Hidden Width: 64 [2020-11-11 21:58:44 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 21:58:44 main:483] : INFO : # Backend Layers: 2 [2020-11-11 21:58:44 main:484] : INFO : # Threads: 1 [2020-11-11 21:58:44 main:486] : INFO : Preparing Dataset [2020-11-11 21:58:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-train-val-dataset.hdf5 into memory [2020-11-11 21:58:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-train-val-dataset.hdf5 into memory [2020-11-11 21:58:48 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 21:58:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-train-val-dataset.hdf5 into memory [2020-11-11 21:58:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0053-train-val-dataset.hdf5 into memory [2020-11-11 21:58:48 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 21:58:48 main:494] : INFO : Creating Model [2020-11-11 21:58:48 main:507] : INFO : Preparing config file [2020-11-11 21:58:48 main:519] : INFO : Creating new config file [2020-11-11 21:58:48 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 21:58:49 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 21:58:50 main:562] : INFO : Starting Training [2020-11-11 21:58:58 main:574] : INFO : Epoch 1 | loss: 0.000139199 | val_loss: 0.000107811 | Time: 8612.48 ms [2020-11-11 21:59:07 main:574] : INFO : Epoch 2 | loss: 0.000105648 | val_loss: 0.000109199 | Time: 8152.59 ms [2020-11-11 21:59:15 main:574] : INFO : Epoch 3 | loss: 0.000106277 | val_loss: 0.000110909 | Time: 8073.47 ms [2020-11-11 21:59:23 main:574] : INFO : Epoch 4 | loss: 0.00010619 | val_loss: 0.000108475 | Time: 8081.98 ms [2020-11-11 21:59:31 main:574] : INFO : Epoch 5 | loss: 0.000105618 | val_loss: 0.000108017 | Time: 7979.38 ms [2020-11-11 21:59:39 main:574] : INFO : Epoch 6 | loss: 0.000104892 | val_loss: 0.000107012 | Time: 7958.73 ms [2020-11-11 21:59:47 main:574] : INFO : Epoch 7 | loss: 0.000104278 | val_loss: 0.000108014 | Time: 8054.89 ms [2020-11-11 21:59:55 main:574] : INFO : Epoch 8 | loss: 0.000103238 | val_loss: 0.000105577 | Time: 7963.79 ms [2020-11-11 22:00:03 main:574] : INFO : Epoch 9 | loss: 0.000101823 | val_loss: 0.000104356 | Time: 8085.49 ms [2020-11-11 22:00:11 main:574] : INFO : Epoch 10 | loss: 0.000101334 | val_loss: 0.000103237 | Time: 8110.5 ms [2020-11-11 22:00:19 main:574] : INFO : Epoch 11 | loss: 0.000100468 | val_loss: 0.000102133 | Time: 8029.22 ms [2020-11-11 22:00:27 main:574] : INFO : Epoch 12 | loss: 9.90826e-05 | val_loss: 0.000103394 | Time: 7979.37 ms [2020-11-11 22:00:35 main:574] : INFO : Epoch 13 | loss: 9.83643e-05 | val_loss: 0.00010202 | Time: 8086.17 ms [2020-11-11 22:00:44 main:574] : INFO : Epoch 14 | loss: 9.80978e-05 | val_loss: 0.000103452 | Time: 8042.09 ms [2020-11-11 22:00:52 main:574] : INFO : Epoch 15 | loss: 9.65308e-05 | val_loss: 9.85027e-05 | Time: 8022.91 ms [2020-11-11 22:01:00 main:574] : INFO : Epoch 16 | loss: 9.55099e-05 | val_loss: 9.83615e-05 | Time: 8013.74 ms [2020-11-11 22:01:08 main:574] : INFO : Epoch 17 | loss: 9.51158e-05 | val_loss: 9.71181e-05 | Time: 8028.78 ms [2020-11-11 22:01:16 main:574] : INFO : Epoch 18 | loss: 9.34146e-05 | val_loss: 9.6578e-05 | Time: 7948.13 ms [2020-11-11 22:01:24 main:574] : INFO : Epoch 19 | loss: 9.31755e-05 | val_loss: 9.65346e-05 | Time: 8021.88 ms [2020-11-11 22:01:32 main:574] : INFO : Epoch 20 | loss: 9.20462e-05 | val_loss: 9.34305e-05 | Time: 8100.52 ms [2020-11-11 22:01:40 main:574] : INFO : Epoch 21 | loss: 9.13069e-05 | val_loss: 9.31178e-05 | Time: 8325.76 ms [2020-11-11 22:01:49 main:574] : INFO : Epoch 22 | loss: 9.0083e-05 | val_loss: 9.20911e-05 | Time: 8051.72 ms [2020-11-11 22:01:57 main:574] : INFO : Epoch 23 | loss: 8.9414e-05 | val_loss: 9.13004e-05 | Time: 8094.74 ms [2020-11-11 22:02:05 main:574] : INFO : Epoch 24 | loss: 8.89264e-05 | val_loss: 9.25736e-05 | Time: 8106 ms [2020-11-11 22:02:13 main:574] : INFO : Epoch 25 | loss: 8.80873e-05 | val_loss: 9.12803e-05 | Time: 8033.34 ms [2020-11-11 22:02:21 main:574] : INFO : Epoch 26 | loss: 8.71329e-05 | val_loss: 9.03497e-05 | Time: 8006.37 ms [2020-11-11 22:02:29 main:574] : INFO : Epoch 27 | loss: 8.62055e-05 | val_loss: 8.90098e-05 | Time: 8101.76 ms [2020-11-11 22:02:37 main:574] : INFO : Epoch 28 | loss: 8.53854e-05 | val_loss: 8.7899e-05 | Time: 8049.21 ms [2020-11-11 22:02:45 main:574] : INFO : Epoch 29 | loss: 8.46673e-05 | val_loss: 8.85082e-05 | Time: 8007.31 ms [2020-11-11 22:02:53 main:574] : INFO : Epoch 30 | loss: 8.43691e-05 | val_loss: 8.82235e-05 | Time: 7978.37 ms [2020-11-11 22:03:02 main:574] : INFO : Epoch 31 | loss: 8.3772e-05 | val_loss: 8.80492e-05 | Time: 8107.21 ms [2020-11-11 22:03:10 main:574] : INFO : Epoch 32 | loss: 8.28336e-05 | val_loss: 8.45082e-05 | Time: 8068.23 ms [2020-11-11 22:03:18 main:574] : INFO : Epoch 33 | loss: 8.20223e-05 | val_loss: 8.45661e-05 | Time: 8102.02 ms [2020-11-11 22:03:26 main:574] : INFO : Epoch 34 | loss: 8.14101e-05 | val_loss: 8.58419e-05 | Time: 8035.6 ms [2020-11-11 22:03:34 main:574] : INFO : Epoch 35 | loss: 8.07499e-05 | val_loss: 8.46916e-05 | Time: 7990.45 ms [2020-11-11 22:03:42 main:574] : INFO : Epoch 36 | loss: 8.01483e-05 | val_loss: 8.63749e-05 | Time: 8055.1 ms [2020-11-11 22:03:50 main:574] : INFO : Epoch 37 | loss: 7.91611e-05 | val_loss: 8.27087e-05 | Time: 7976.32 ms [2020-11-11 22:03:58 main:574] : INFO : Epoch 38 | loss: 7.91943e-05 | val_loss: 8.18435e-05 | Time: 7968.75 ms [2020-11-11 22:04:06 main:574] : INFO : Epoch 39 | loss: 7.87173e-05 | val_loss: 8.1401e-05 | Time: 8128.55 ms [2020-11-11 22:04:14 main:574] : INFO : Epoch 40 | loss: 7.70721e-05 | val_loss: 8.13023e-05 | Time: 8008.42 ms [2020-11-11 22:04:22 main:574] : INFO : Epoch 41 | loss: 7.70354e-05 | val_loss: 7.97668e-05 | Time: 7929.61 ms [2020-11-11 22:04:30 main:574] : INFO : Epoch 42 | loss: 7.59594e-05 | val_loss: 7.78588e-05 | Time: 7921.46 ms [2020-11-11 22:04:38 main:574] : INFO : Epoch 43 | loss: 7.56743e-05 | val_loss: 7.9505e-05 | Time: 8016.85 ms [2020-11-11 22:04:46 main:574] : INFO : Epoch 44 | loss: 7.55844e-05 | val_loss: 7.75397e-05 | Time: 7997.71 ms [2020-11-11 22:04:54 main:574] : INFO : Epoch 45 | loss: 7.46801e-05 | val_loss: 7.84426e-05 | Time: 7974.41 ms [2020-11-11 22:05:03 main:574] : INFO : Epoch 46 | loss: 7.36419e-05 | val_loss: 7.65525e-05 | Time: 8073.39 ms [2020-11-11 22:05:11 main:574] : INFO : Epoch 47 | loss: 7.34992e-05 | val_loss: 7.50849e-05 | Time: 7959.79 ms [2020-11-11 22:05:19 main:574] : INFO : Epoch 48 | loss: 7.26794e-05 | val_loss: 7.52324e-05 | Time: 8141.7 ms [2020-11-11 22:05:27 main:574] : INFO : Epoch 49 | loss: 7.21482e-05 | val_loss: 7.4401e-05 | Time: 8117.74 ms [2020-11-11 22:05:35 main:574] : INFO : Epoch 50 | loss: 7.16808e-05 | val_loss: 7.3939e-05 | Time: 8081.88 ms [2020-11-11 22:05:43 main:574] : INFO : Epoch 51 | loss: 7.08588e-05 | val_loss: 7.29371e-05 | Time: 8130.62 ms [2020-11-11 22:05:51 main:574] : INFO : Epoch 52 | loss: 7.06613e-05 | val_loss: 7.53626e-05 | Time: 8013.08 ms [2020-11-11 22:05:59 main:574] : INFO : Epoch 53 | loss: 7.00567e-05 | val_loss: 7.37071e-05 | Time: 8090.61 ms [2020-11-11 22:06:08 main:574] : INFO : Epoch 54 | loss: 6.95301e-05 | val_loss: 7.21736e-05 | Time: 8096.91 ms [2020-11-11 22:06:16 main:574] : INFO : Epoch 55 | loss: 6.90332e-05 | val_loss: 7.18644e-05 | Time: 8034.94 ms [2020-11-11 22:06:24 main:574] : INFO : Epoch 56 | loss: 6.86041e-05 | val_loss: 7.10379e-05 | Time: 8021.4 ms [2020-11-11 22:06:32 main:574] : INFO : Epoch 57 | loss: 6.81754e-05 | val_loss: 7.1243e-05 | Time: 8124.86 ms [2020-11-11 22:06:40 main:574] : INFO : Epoch 58 | loss: 6.75483e-05 | val_loss: 6.9482e-05 | Time: 8086.35 ms [2020-11-11 22:06:48 main:574] : INFO : Epoch 59 | loss: 6.72087e-05 | val_loss: 6.83415e-05 | Time: 7979.62 ms [2020-11-11 22:06:56 main:574] : INFO : Epoch 60 | loss: 6.67496e-05 | val_loss: 7.01208e-05 | Time: 8070.18 ms [2020-11-11 22:07:04 main:574] : INFO : Epoch 61 | loss: 6.594e-05 | val_loss: 6.7536e-05 | Time: 8076.53 ms [2020-11-11 22:07:12 main:574] : INFO : Epoch 62 | loss: 6.59742e-05 | val_loss: 6.82027e-05 | Time: 8009.41 ms [2020-11-11 22:07:20 main:574] : INFO : Epoch 63 | loss: 6.49256e-05 | val_loss: 6.73759e-05 | Time: 8016.15 ms [2020-11-11 22:07:29 main:574] : INFO : Epoch 64 | loss: 6.46687e-05 | val_loss: 6.82977e-05 | Time: 8015 ms [2020-11-11 22:07:37 main:574] : INFO : Epoch 65 | loss: 6.43039e-05 | val_loss: 6.62726e-05 | Time: 7972.51 ms [2020-11-11 22:07:45 main:574] : INFO : Epoch 66 | loss: 6.35293e-05 | val_loss: 6.58498e-05 | Time: 8080.7 ms [2020-11-11 22:07:53 main:574] : INFO : Epoch 67 | loss: 6.35267e-05 | val_loss: 6.68366e-05 | Time: 8037.32 ms [2020-11-11 22:08:01 main:574] : INFO : Epoch 68 | loss: 6.32666e-05 | val_loss: 6.7731e-05 | Time: 8043.49 ms [2020-11-11 22:08:09 main:574] : INFO : Epoch 69 | loss: 6.25565e-05 | val_loss: 6.52463e-05 | Time: 8096.54 ms [2020-11-11 22:08:17 main:574] : INFO : Epoch 70 | loss: 6.2173e-05 | val_loss: 6.44396e-05 | Time: 8028.99 ms [2020-11-11 22:08:25 main:574] : INFO : Epoch 71 | loss: 6.15035e-05 | val_loss: 6.41379e-05 | Time: 8071.5 ms [2020-11-11 22:08:33 main:574] : INFO : Epoch 72 | loss: 6.13387e-05 | val_loss: 6.44056e-05 | Time: 7979.62 ms [2020-11-11 22:08:42 main:574] : INFO : Epoch 73 | loss: 6.11757e-05 | val_loss: 6.43668e-05 | Time: 8384.48 ms [2020-11-11 22:08:50 main:574] : INFO : Epoch 74 | loss: 6.06307e-05 | val_loss: 6.25671e-05 | Time: 8368.27 ms [2020-11-11 22:08:59 main:574] : INFO : Epoch 75 | loss: 6.00391e-05 | val_loss: 6.35631e-05 | Time: 8450.13 ms [2020-11-11 22:09:07 main:574] : INFO : Epoch 76 | loss: 5.95411e-05 | val_loss: 6.24402e-05 | Time: 8200.37 ms [2020-11-11 22:09:15 main:574] : INFO : Epoch 77 | loss: 5.96524e-05 | val_loss: 6.05825e-05 | Time: 7857.35 ms [2020-11-11 22:09:23 main:574] : INFO : Epoch 78 | loss: 5.86241e-05 | val_loss: 6.07383e-05 | Time: 7954.67 ms [2020-11-11 22:09:31 main:574] : INFO : Epoch 79 | loss: 5.86239e-05 | val_loss: 6.04287e-05 | Time: 7882.45 ms [2020-11-11 22:09:39 main:574] : INFO : Epoch 80 | loss: 5.80517e-05 | val_loss: 6.05396e-05 | Time: 8020.83 ms [2020-11-11 22:09:47 main:574] : INFO : Epoch 81 | loss: 5.80099e-05 | val_loss: 5.99372e-05 | Time: 7908.19 ms [2020-11-11 22:09:55 main:574] : INFO : Epoch 82 | loss: 5.73417e-05 | val_loss: 5.92767e-05 | Time: 7929.28 ms [2020-11-11 22:10:03 main:574] : INFO : Epoch 83 | loss: 5.73571e-05 | val_loss: 5.86338e-05 | Time: 7952.36 ms [2020-11-11 22:10:11 main:574] : INFO : Epoch 84 | loss: 5.64912e-05 | val_loss: 5.87799e-05 | Time: 8000.52 ms [2020-11-11 22:10:19 main:574] : INFO : Epoch 85 | loss: 5.64132e-05 | val_loss: 6.02566e-05 | Time: 8113.08 ms [2020-11-11 22:10:27 main:574] : INFO : Epoch 86 | loss: 5.62005e-05 | val_loss: 5.79267e-05 | Time: 8011.34 ms [2020-11-11 22:10:36 main:574] : INFO : Epoch 87 | loss: 5.58092e-05 | val_loss: 5.83709e-05 | Time: 7998.02 ms [2020-11-11 22:10:44 main:574] : INFO : Epoch 88 | loss: 5.54449e-05 | val_loss: 5.77347e-05 | Time: 8120.34 ms [2020-11-11 22:10:52 main:574] : INFO : Epoch 89 | loss: 5.4814e-05 | val_loss: 5.79133e-05 | Time: 8012.77 ms [2020-11-11 22:11:00 main:574] : INFO : Epoch 90 | loss: 5.52721e-05 | val_loss: 5.70232e-05 | Time: 7963.14 ms [2020-11-11 22:11:08 main:574] : INFO : Epoch 91 | loss: 5.48377e-05 | val_loss: 5.75172e-05 | Time: 8073.27 ms [2020-11-11 22:11:16 main:574] : INFO : Epoch 92 | loss: 5.38963e-05 | val_loss: 5.6271e-05 | Time: 7995.7 ms [2020-11-11 22:11:24 main:574] : INFO : Epoch 93 | loss: 5.36273e-05 | val_loss: 5.68559e-05 | Time: 8022.73 ms [2020-11-11 22:11:32 main:574] : INFO : Epoch 94 | loss: 5.31448e-05 | val_loss: 5.57459e-05 | Time: 8051.47 ms [2020-11-11 22:11:40 main:574] : INFO : Epoch 95 | loss: 5.29374e-05 | val_loss: 5.46789e-05 | Time: 7927.51 ms [2020-11-11 22:11:48 main:574] : INFO : Epoch 96 | loss: 5.30829e-05 | val_loss: 5.57561e-05 | Time: 7999.81 ms [2020-11-11 22:11:56 main:574] : INFO : Epoch 97 | loss: 5.26673e-05 | val_loss: 5.49401e-05 | Time: 8023.55 ms [2020-11-11 22:12:04 main:574] : INFO : Epoch 98 | loss: 5.20445e-05 | val_loss: 5.55495e-05 | Time: 8015.25 ms [2020-11-11 22:12:12 main:574] : INFO : Epoch 99 | loss: 5.2296e-05 | val_loss: 5.4631e-05 | Time: 8009.12 ms [2020-11-11 22:12:20 main:574] : INFO : Epoch 100 | loss: 5.18498e-05 | val_loss: 5.36485e-05 | Time: 7991.23 ms [2020-11-11 22:12:28 main:574] : INFO : Epoch 101 | loss: 5.1422e-05 | val_loss: 5.32629e-05 | Time: 8002 ms [2020-11-11 22:12:36 main:574] : INFO : Epoch 102 | loss: 5.07946e-05 | val_loss: 5.35257e-05 | Time: 7939.08 ms [2020-11-11 22:12:44 main:574] : INFO : Epoch 103 | loss: 5.05954e-05 | val_loss: 5.31786e-05 | Time: 7854.75 ms [2020-11-11 22:12:52 main:574] : INFO : Epoch 104 | loss: 5.04543e-05 | val_loss: 5.33817e-05 | Time: 8086.52 ms [2020-11-11 22:13:00 main:574] : INFO : Epoch 105 | loss: 5.02062e-05 | val_loss: 5.22799e-05 | Time: 7980.27 ms [2020-11-11 22:13:08 main:574] : INFO : Epoch 106 | loss: 4.97527e-05 | val_loss: 5.12405e-05 | Time: 7884.69 ms [2020-11-11 22:13:16 main:574] : INFO : Epoch 107 | loss: 4.93553e-05 | val_loss: 5.12712e-05 | Time: 7930.23 ms [2020-11-11 22:13:24 main:574] : INFO : Epoch 108 | loss: 4.91527e-05 | val_loss: 5.188e-05 | Time: 7930.15 ms [2020-11-11 22:13:32 main:574] : INFO : Epoch 109 | loss: 4.95285e-05 | val_loss: 5.26291e-05 | Time: 7900.22 ms [2020-11-11 22:13:40 main:574] : INFO : Epoch 110 | loss: 4.88251e-05 | val_loss: 5.14559e-05 | Time: 7956.11 ms [2020-11-11 22:13:48 main:574] : INFO : Epoch 111 | loss: 4.88156e-05 | val_loss: 5.25577e-05 | Time: 7916.63 ms [2020-11-11 22:13:56 main:574] : INFO : Epoch 112 | loss: 4.81977e-05 | val_loss: 5.05861e-05 | Time: 7990.38 ms [2020-11-11 22:14:04 main:574] : INFO : Epoch 113 | loss: 4.81804e-05 | val_loss: 5.16765e-05 | Time: 7911.97 ms [2020-11-11 22:14:12 main:574] : INFO : Epoch 114 | loss: 4.7752e-05 | val_loss: 4.94949e-05 | Time: 8023.76 ms [2020-11-11 22:14:20 main:574] : INFO : Epoch 115 | loss: 4.74327e-05 | val_loss: 4.90682e-05 | Time: 7999.03 ms [2020-11-11 22:14:28 main:574] : INFO : Epoch 116 | loss: 4.74797e-05 | val_loss: 5.02315e-05 | Time: 7964.35 ms [2020-11-11 22:14:36 main:574] : INFO : Epoch 117 | loss: 4.68368e-05 | val_loss: 5.04387e-05 | Time: 7955.49 ms [2020-11-11 22:14:44 main:574] : INFO : Epoch 118 | loss: 4.67999e-05 | val_loss: 4.95374e-05 | Time: 7951.36 ms [2020-11-11 22:14:53 main:574] : INFO : Epoch 119 | loss: 4.64146e-05 | val_loss: 4.92992e-05 | Time: 8002.18 ms [2020-11-11 22:15:01 main:574] : INFO : Epoch 120 | loss: 4.63766e-05 | val_loss: 4.90132e-05 | Time: 7978.03 ms [2020-11-11 22:15:09 main:574] : INFO : Epoch 121 | loss: 4.61153e-05 | val_loss: 4.78234e-05 | Time: 7999.39 ms [2020-11-11 22:15:17 main:574] : INFO : Epoch 122 | loss: 4.61932e-05 | val_loss: 4.86411e-05 | Time: 7985.16 ms [2020-11-11 22:15:25 main:574] : INFO : Epoch 123 | loss: 4.57455e-05 | val_loss: 5.03753e-05 | Time: 7938.12 ms [2020-11-11 22:15:33 main:574] : INFO : Epoch 124 | loss: 4.51789e-05 | val_loss: 4.83933e-05 | Time: 7869.99 ms [2020-11-11 22:15:40 main:574] : INFO : Epoch 125 | loss: 4.47635e-05 | val_loss: 4.72735e-05 | Time: 7895.5 ms [2020-11-11 22:15:49 main:574] : INFO : Epoch 126 | loss: 4.49418e-05 | val_loss: 4.689e-05 | Time: 7981.27 ms [2020-11-11 22:15:57 main:574] : INFO : Epoch 127 | loss: 4.48252e-05 | val_loss: 4.70507e-05 | Time: 7979.36 ms [2020-11-11 22:16:05 main:574] : INFO : Epoch 128 | loss: 4.45881e-05 | val_loss: 4.66765e-05 | Time: 8035.32 ms [2020-11-11 22:16:13 main:574] : INFO : Epoch 129 | loss: 4.45792e-05 | val_loss: 4.65984e-05 | Time: 8030.22 ms [2020-11-11 22:16:21 main:574] : INFO : Epoch 130 | loss: 4.41246e-05 | val_loss: 4.67713e-05 | Time: 8085.67 ms [2020-11-11 22:16:29 main:574] : INFO : Epoch 131 | loss: 4.39776e-05 | val_loss: 4.58815e-05 | Time: 7958.71 ms [2020-11-11 22:16:37 main:574] : INFO : Epoch 132 | loss: 4.38733e-05 | val_loss: 4.6951e-05 | Time: 7950.43 ms [2020-11-11 22:16:45 main:574] : INFO : Epoch 133 | loss: 4.33148e-05 | val_loss: 4.51789e-05 | Time: 7981.95 ms [2020-11-11 22:16:53 main:574] : INFO : Epoch 134 | loss: 4.33349e-05 | val_loss: 4.48466e-05 | Time: 8006.68 ms [2020-11-11 22:17:01 main:574] : INFO : Epoch 135 | loss: 4.29775e-05 | val_loss: 4.68277e-05 | Time: 7961.45 ms [2020-11-11 22:17:09 main:574] : INFO : Epoch 136 | loss: 4.25308e-05 | val_loss: 4.44285e-05 | Time: 8058.6 ms [2020-11-11 22:17:17 main:574] : INFO : Epoch 137 | loss: 4.32554e-05 | val_loss: 4.41714e-05 | Time: 7880.62 ms [2020-11-11 22:17:25 main:574] : INFO : Epoch 138 | loss: 4.23277e-05 | val_loss: 4.52704e-05 | Time: 7867.05 ms [2020-11-11 22:17:33 main:574] : INFO : Epoch 139 | loss: 4.22777e-05 | val_loss: 4.4311e-05 | Time: 8013.07 ms [2020-11-11 22:17:41 main:574] : INFO : Epoch 140 | loss: 4.19899e-05 | val_loss: 4.39693e-05 | Time: 7980.53 ms [2020-11-11 22:17:49 main:574] : INFO : Epoch 141 | loss: 4.19495e-05 | val_loss: 4.34374e-05 | Time: 7947.94 ms [2020-11-11 22:17:57 main:574] : INFO : Epoch 142 | loss: 4.1481e-05 | val_loss: 4.34836e-05 | Time: 7942.4 ms [2020-11-11 22:18:05 main:574] : INFO : Epoch 143 | loss: 4.12258e-05 | val_loss: 4.44524e-05 | Time: 8000.51 ms [2020-11-11 22:18:13 main:574] : INFO : Epoch 144 | loss: 4.15605e-05 | val_loss: 4.36538e-05 | Time: 7908.02 ms [2020-11-11 22:18:21 main:574] : INFO : Epoch 145 | loss: 4.12991e-05 | val_loss: 4.32833e-05 | Time: 8023.15 ms [2020-11-11 22:18:29 main:574] : INFO : Epoch 146 | loss: 4.08661e-05 | val_loss: 4.40264e-05 | Time: 7991.25 ms [2020-11-11 22:18:37 main:574] : INFO : Epoch 147 | loss: 4.10531e-05 | val_loss: 4.36095e-05 | Time: 7898.45 ms [2020-11-11 22:18:45 main:574] : INFO : Epoch 148 | loss: 4.06349e-05 | val_loss: 4.46853e-05 | Time: 7979.41 ms [2020-11-11 22:18:53 main:574] : INFO : Epoch 149 | loss: 4.04911e-05 | val_loss: 4.18761e-05 | Time: 7989.03 ms [2020-11-11 22:19:01 main:574] : INFO : Epoch 150 | loss: 4.0389e-05 | val_loss: 4.2505e-05 | Time: 7944.36 ms [2020-11-11 22:19:09 main:574] : INFO : Epoch 151 | loss: 3.98556e-05 | val_loss: 4.26088e-05 | Time: 7954.8 ms [2020-11-11 22:19:17 main:574] : INFO : Epoch 152 | loss: 3.99696e-05 | val_loss: 4.19077e-05 | Time: 8003.33 ms [2020-11-11 22:19:25 main:574] : INFO : Epoch 153 | loss: 3.96304e-05 | val_loss: 4.22873e-05 | Time: 8013.74 ms [2020-11-11 22:19:33 main:574] : INFO : Epoch 154 | loss: 3.95766e-05 | val_loss: 4.27352e-05 | Time: 7972.76 ms [2020-11-11 22:19:41 main:574] : INFO : Epoch 155 | loss: 3.92723e-05 | val_loss: 4.19638e-05 | Time: 8000.55 ms [2020-11-11 22:19:49 main:574] : INFO : Epoch 156 | loss: 3.92795e-05 | val_loss: 4.06224e-05 | Time: 7913.61 ms [2020-11-11 22:19:57 main:574] : INFO : Epoch 157 | loss: 3.90171e-05 | val_loss: 4.13121e-05 | Time: 7933.09 ms [2020-11-11 22:20:05 main:574] : INFO : Epoch 158 | loss: 3.85069e-05 | val_loss: 4.10461e-05 | Time: 7921.99 ms [2020-11-11 22:20:13 main:574] : INFO : Epoch 159 | loss: 3.86034e-05 | val_loss: 4.19132e-05 | Time: 7966.68 ms [2020-11-11 22:20:21 main:574] : INFO : Epoch 160 | loss: 3.85985e-05 | val_loss: 4.2059e-05 | Time: 8029.09 ms [2020-11-11 22:20:29 main:574] : INFO : Epoch 161 | loss: 3.84005e-05 | val_loss: 4.02805e-05 | Time: 7983.11 ms [2020-11-11 22:20:38 main:574] : INFO : Epoch 162 | loss: 3.82458e-05 | val_loss: 4.1281e-05 | Time: 8008.68 ms [2020-11-11 22:20:45 main:574] : INFO : Epoch 163 | loss: 3.78973e-05 | val_loss: 4.09752e-05 | Time: 7880.08 ms [2020-11-11 22:20:54 main:574] : INFO : Epoch 164 | loss: 3.82941e-05 | val_loss: 3.92573e-05 | Time: 8029.66 ms [2020-11-11 22:21:02 main:574] : INFO : Epoch 165 | loss: 3.76911e-05 | val_loss: 4.24197e-05 | Time: 7956.14 ms [2020-11-11 22:21:10 main:574] : INFO : Epoch 166 | loss: 3.74629e-05 | val_loss: 3.94044e-05 | Time: 7968.14 ms [2020-11-11 22:21:18 main:574] : INFO : Epoch 167 | loss: 3.72595e-05 | val_loss: 3.97617e-05 | Time: 8022.53 ms [2020-11-11 22:21:26 main:574] : INFO : Epoch 168 | loss: 3.73896e-05 | val_loss: 3.99313e-05 | Time: 7893.59 ms [2020-11-11 22:21:34 main:574] : INFO : Epoch 169 | loss: 3.69762e-05 | val_loss: 3.91889e-05 | Time: 7954.83 ms [2020-11-11 22:21:42 main:574] : INFO : Epoch 170 | loss: 3.71059e-05 | val_loss: 3.84245e-05 | Time: 7922.83 ms [2020-11-11 22:21:50 main:574] : INFO : Epoch 171 | loss: 3.67601e-05 | val_loss: 3.87633e-05 | Time: 7995.87 ms [2020-11-11 22:21:58 main:574] : INFO : Epoch 172 | loss: 3.69822e-05 | val_loss: 3.85218e-05 | Time: 7992.53 ms [2020-11-11 22:22:06 main:574] : INFO : Epoch 173 | loss: 3.6299e-05 | val_loss: 3.93311e-05 | Time: 7987.11 ms [2020-11-11 22:22:14 main:574] : INFO : Epoch 174 | loss: 3.64846e-05 | val_loss: 3.86976e-05 | Time: 8157.28 ms [2020-11-11 22:22:22 main:574] : INFO : Epoch 175 | loss: 3.61011e-05 | val_loss: 3.82676e-05 | Time: 7990.75 ms [2020-11-11 22:22:30 main:574] : INFO : Epoch 176 | loss: 3.58266e-05 | val_loss: 3.78483e-05 | Time: 8088.13 ms [2020-11-11 22:22:38 main:574] : INFO : Epoch 177 | loss: 3.59651e-05 | val_loss: 3.85557e-05 | Time: 7988.52 ms [2020-11-11 22:22:46 main:574] : INFO : Epoch 178 | loss: 3.57742e-05 | val_loss: 3.74175e-05 | Time: 8015.83 ms [2020-11-11 22:22:54 main:574] : INFO : Epoch 179 | loss: 3.56863e-05 | val_loss: 3.71993e-05 | Time: 7921.5 ms [2020-11-11 22:23:02 main:574] : INFO : Epoch 180 | loss: 3.55031e-05 | val_loss: 3.7318e-05 | Time: 7957.26 ms [2020-11-11 22:23:10 main:574] : INFO : Epoch 181 | loss: 3.52813e-05 | val_loss: 3.75434e-05 | Time: 7954.79 ms [2020-11-11 22:23:18 main:574] : INFO : Epoch 182 | loss: 3.54019e-05 | val_loss: 3.64662e-05 | Time: 8024.33 ms [2020-11-11 22:23:26 main:574] : INFO : Epoch 183 | loss: 3.54447e-05 | val_loss: 3.856e-05 | Time: 8002.91 ms [2020-11-11 22:23:34 main:574] : INFO : Epoch 184 | loss: 3.48219e-05 | val_loss: 3.84356e-05 | Time: 7893.88 ms [2020-11-11 22:23:42 main:574] : INFO : Epoch 185 | loss: 3.51637e-05 | val_loss: 3.57973e-05 | Time: 7878.07 ms [2020-11-11 22:23:50 main:574] : INFO : Epoch 186 | loss: 3.49113e-05 | val_loss: 3.81249e-05 | Time: 7866.64 ms [2020-11-11 22:23:58 main:574] : INFO : Epoch 187 | loss: 3.47602e-05 | val_loss: 3.69322e-05 | Time: 7975.58 ms [2020-11-11 22:24:06 main:574] : INFO : Epoch 188 | loss: 3.42866e-05 | val_loss: 3.62717e-05 | Time: 8079.37 ms [2020-11-11 22:24:14 main:574] : INFO : Epoch 189 | loss: 3.46996e-05 | val_loss: 3.5367e-05 | Time: 7953.61 ms [2020-11-11 22:24:22 main:574] : INFO : Epoch 190 | loss: 3.40603e-05 | val_loss: 3.82208e-05 | Time: 7924.1 ms [2020-11-11 22:24:30 main:574] : INFO : Epoch 191 | loss: 3.44904e-05 | val_loss: 3.6907e-05 | Time: 7886.51 ms [2020-11-11 22:24:38 main:574] : INFO : Epoch 192 | loss: 3.39936e-05 | val_loss: 3.63295e-05 | Time: 7938.72 ms [2020-11-11 22:24:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.63295e-05 [2020-11-11 22:24:38 main:603] : INFO : Saving end state to config to file [2020-11-11 22:24:38 main:608] : INFO : Success, exiting.. 22:24:39 (17800): 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)