Task 3146589
| Name | rand_automata_0089-1605423547-27106-1_3 |
| Workunit | 1348466 |
| Created | 30 Nov 2020, 12:47:13 UTC |
| Sent | 30 Nov 2020, 13:41:04 UTC |
| Report deadline | 7 Dec 2020, 13:41:04 UTC |
| Received | 30 Nov 2020, 14:00:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 18 min 22 sec |
| CPU time | 17 min 42 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,641.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-30 08:41:41 main:435] : INFO : Set logging level to 1 [2020-11-30 08:41:42 main:441] : INFO : Running in BOINC Client mode [2020-11-30 08:41:42 main:444] : INFO : Resolving all filenames [2020-11-30 08:41:42 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 (exists = 1) [2020-11-30 08:41:42 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1605423547-27106-1_3_r1171541762_1 (exists = 0) [2020-11-30 08:41:42 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1605423547-27106-1_3_r1171541762_0 (exists = 0) [2020-11-30 08:41:42 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1605423547-27106-1 (exists = 1) [2020-11-30 08:41:42 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-30 08:41:42 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 [2020-11-30 08:41:42 main:474] : INFO : Configuration: [2020-11-30 08:41:42 main:475] : INFO : Model type: LSTM [2020-11-30 08:41:42 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-30 08:41:42 main:477] : INFO : Max Epochs: 192 [2020-11-30 08:41:42 main:478] : INFO : Batch Size: 32 [2020-11-30 08:41:42 main:479] : INFO : Learning Rate: 0.001 [2020-11-30 08:41:43 main:480] : INFO : Patience: 10 [2020-11-30 08:41:43 main:481] : INFO : Hidden Width: 64 [2020-11-30 08:41:43 main:482] : INFO : # Recurrent Layers: 4 [2020-11-30 08:41:43 main:483] : INFO : # Backend Layers: 2 [2020-11-30 08:41:43 main:484] : INFO : # Threads: 1 [2020-11-30 08:41:43 main:486] : INFO : Preparing Dataset [2020-11-30 08:41:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-30 08:41:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-30 08:41:46 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-30 08:41:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-30 08:41:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-30 08:41:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-30 08:41:46 main:494] : INFO : Creating Model [2020-11-30 08:41:46 main:507] : INFO : Preparing config file [2020-11-30 08:41:46 main:519] : INFO : Creating new config file [2020-11-30 08:41:46 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-30 08:41:47 main:559] : INFO : Loading DataLoader into Memory [2020-11-30 08:41:47 main:562] : INFO : Starting Training [2020-11-30 08:41:53 main:574] : INFO : Epoch 1 | loss: 0.000150175 | val_loss: 0.000128748 | Time: 5992.95 ms [2020-11-30 08:41:59 main:574] : INFO : Epoch 2 | loss: 0.000126526 | val_loss: 0.000128599 | Time: 5540.47 ms [2020-11-30 08:42:05 main:574] : INFO : Epoch 3 | loss: 0.00012648 | val_loss: 0.000126916 | Time: 5509.57 ms [2020-11-30 08:42:10 main:574] : INFO : Epoch 4 | loss: 0.000125927 | val_loss: 0.000126788 | Time: 5638.71 ms [2020-11-30 08:42:16 main:574] : INFO : Epoch 5 | loss: 0.00012402 | val_loss: 0.000125178 | Time: 5584.73 ms [2020-11-30 08:42:22 main:574] : INFO : Epoch 6 | loss: 0.000122984 | val_loss: 0.000123189 | Time: 5609.74 ms [2020-11-30 08:42:27 main:574] : INFO : Epoch 7 | loss: 0.000121354 | val_loss: 0.000121307 | Time: 5496.3 ms [2020-11-30 08:42:33 main:574] : INFO : Epoch 8 | loss: 0.000119655 | val_loss: 0.000121069 | Time: 5581.15 ms [2020-11-30 08:42:39 main:574] : INFO : Epoch 9 | loss: 0.000119375 | val_loss: 0.000118457 | Time: 5575.34 ms [2020-11-30 08:42:44 main:574] : INFO : Epoch 10 | loss: 0.00011632 | val_loss: 0.000116233 | Time: 5492.35 ms [2020-11-30 08:42:50 main:574] : INFO : Epoch 11 | loss: 0.000114741 | val_loss: 0.000115466 | Time: 5550.71 ms [2020-11-30 08:42:55 main:574] : INFO : Epoch 12 | loss: 0.000113673 | val_loss: 0.000113281 | Time: 5578.68 ms [2020-11-30 08:43:01 main:574] : INFO : Epoch 13 | loss: 0.000111809 | val_loss: 0.000112608 | Time: 5533.72 ms [2020-11-30 08:43:06 main:574] : INFO : Epoch 14 | loss: 0.000110247 | val_loss: 0.000110579 | Time: 5517.9 ms [2020-11-30 08:43:12 main:574] : INFO : Epoch 15 | loss: 0.000108503 | val_loss: 0.00010992 | Time: 5541.08 ms [2020-11-30 08:43:18 main:574] : INFO : Epoch 16 | loss: 0.000107207 | val_loss: 0.000108349 | Time: 5529.91 ms [2020-11-30 08:43:23 main:574] : INFO : Epoch 17 | loss: 0.000105986 | val_loss: 0.000105961 | Time: 5549.56 ms [2020-11-30 08:43:29 main:574] : INFO : Epoch 18 | loss: 0.000105968 | val_loss: 0.000104037 | Time: 5585.6 ms [2020-11-30 08:43:35 main:574] : INFO : Epoch 19 | loss: 0.000102924 | val_loss: 0.000103318 | Time: 5505.47 ms [2020-11-30 08:43:40 main:574] : INFO : Epoch 20 | loss: 0.00010198 | val_loss: 0.000102264 | Time: 5550.2 ms [2020-11-30 08:43:46 main:574] : INFO : Epoch 21 | loss: 0.000100166 | val_loss: 0.000100973 | Time: 5556.36 ms [2020-11-30 08:43:51 main:574] : INFO : Epoch 22 | loss: 9.93978e-05 | val_loss: 9.89422e-05 | Time: 5474.07 ms [2020-11-30 08:43:57 main:574] : INFO : Epoch 23 | loss: 9.8192e-05 | val_loss: 9.89022e-05 | Time: 5592.43 ms [2020-11-30 08:44:03 main:574] : INFO : Epoch 24 | loss: 9.71491e-05 | val_loss: 9.75133e-05 | Time: 5623.48 ms [2020-11-30 08:44:08 main:574] : INFO : Epoch 25 | loss: 9.61425e-05 | val_loss: 9.71007e-05 | Time: 5658.31 ms [2020-11-30 08:44:14 main:574] : INFO : Epoch 26 | loss: 9.50532e-05 | val_loss: 9.61236e-05 | Time: 5527.09 ms [2020-11-30 08:44:20 main:574] : INFO : Epoch 27 | loss: 9.42898e-05 | val_loss: 9.46897e-05 | Time: 5509 ms [2020-11-30 08:44:25 main:574] : INFO : Epoch 28 | loss: 0.000110542 | val_loss: 0.000346472 | Time: 5524.74 ms [2020-11-30 08:44:31 main:574] : INFO : Epoch 29 | loss: 0.000115099 | val_loss: 9.1679e-05 | Time: 5538.24 ms [2020-11-30 08:44:36 main:574] : INFO : Epoch 30 | loss: 8.90261e-05 | val_loss: 8.97774e-05 | Time: 5589.07 ms [2020-11-30 08:44:42 main:574] : INFO : Epoch 31 | loss: 8.79822e-05 | val_loss: 8.8747e-05 | Time: 5551.37 ms [2020-11-30 08:44:47 main:574] : INFO : Epoch 32 | loss: 8.71798e-05 | val_loss: 8.85851e-05 | Time: 5494.82 ms [2020-11-30 08:44:53 main:574] : INFO : Epoch 33 | loss: 8.69082e-05 | val_loss: 8.8027e-05 | Time: 5555.75 ms [2020-11-30 08:44:59 main:574] : INFO : Epoch 34 | loss: 8.58151e-05 | val_loss: 8.72059e-05 | Time: 5698.97 ms [2020-11-30 08:45:15 main:574] : INFO : Epoch 35 | loss: 8.54105e-05 | val_loss: 8.70213e-05 | Time: 15601 ms [2020-11-30 08:45:20 main:574] : INFO : Epoch 36 | loss: 8.44322e-05 | val_loss: 8.50013e-05 | Time: 5569.03 ms [2020-11-30 08:45:26 main:574] : INFO : Epoch 37 | loss: 8.33085e-05 | val_loss: 8.4863e-05 | Time: 5593.08 ms [2020-11-30 08:45:31 main:574] : INFO : Epoch 38 | loss: 8.37027e-05 | val_loss: 8.57327e-05 | Time: 5669.2 ms [2020-11-30 08:45:37 main:574] : INFO : Epoch 39 | loss: 8.25022e-05 | val_loss: 8.42755e-05 | Time: 5556.31 ms [2020-11-30 08:45:43 main:574] : INFO : Epoch 40 | loss: 8.15972e-05 | val_loss: 8.26549e-05 | Time: 5628.71 ms [2020-11-30 08:45:48 main:574] : INFO : Epoch 41 | loss: 8.07104e-05 | val_loss: 8.14166e-05 | Time: 5629.87 ms [2020-11-30 08:45:54 main:574] : INFO : Epoch 42 | loss: 8.00278e-05 | val_loss: 8.11176e-05 | Time: 5577.23 ms [2020-11-30 08:46:00 main:574] : INFO : Epoch 43 | loss: 8.02093e-05 | val_loss: 8.05902e-05 | Time: 5701.9 ms [2020-11-30 08:46:06 main:574] : INFO : Epoch 44 | loss: 7.81028e-05 | val_loss: 7.85337e-05 | Time: 5595.86 ms [2020-11-30 08:46:11 main:574] : INFO : Epoch 45 | loss: 7.77713e-05 | val_loss: 7.89277e-05 | Time: 5577.91 ms [2020-11-30 08:46:17 main:574] : INFO : Epoch 46 | loss: 7.70479e-05 | val_loss: 7.86442e-05 | Time: 5555.45 ms [2020-11-30 08:46:32 main:574] : INFO : Epoch 47 | loss: 7.64018e-05 | val_loss: 7.82796e-05 | Time: 15676.3 ms [2020-11-30 08:46:38 main:574] : INFO : Epoch 48 | loss: 7.57742e-05 | val_loss: 7.70168e-05 | Time: 5623.99 ms [2020-11-30 08:46:44 main:574] : INFO : Epoch 49 | loss: 7.46912e-05 | val_loss: 7.65396e-05 | Time: 5632.2 ms [2020-11-30 08:46:49 main:574] : INFO : Epoch 50 | loss: 0.000111912 | val_loss: 7.58162e-05 | Time: 5572.61 ms [2020-11-30 08:46:55 main:574] : INFO : Epoch 51 | loss: 7.39097e-05 | val_loss: 7.83442e-05 | Time: 5614.72 ms [2020-11-30 08:47:01 main:574] : INFO : Epoch 52 | loss: 7.26479e-05 | val_loss: 7.2974e-05 | Time: 5613.17 ms [2020-11-30 08:47:07 main:574] : INFO : Epoch 53 | loss: 7.14579e-05 | val_loss: 7.19223e-05 | Time: 5608.64 ms [2020-11-30 08:47:12 main:574] : INFO : Epoch 54 | loss: 7.07498e-05 | val_loss: 7.30531e-05 | Time: 5546.66 ms [2020-11-30 08:47:18 main:574] : INFO : Epoch 55 | loss: 7.04625e-05 | val_loss: 7.15197e-05 | Time: 5523.78 ms [2020-11-30 08:47:33 main:574] : INFO : Epoch 56 | loss: 7.04915e-05 | val_loss: 7.1316e-05 | Time: 15609.6 ms [2020-11-30 08:47:39 main:574] : INFO : Epoch 57 | loss: 6.96189e-05 | val_loss: 7.12581e-05 | Time: 5687.1 ms [2020-11-30 08:47:45 main:574] : INFO : Epoch 58 | loss: 0.000103342 | val_loss: 6.97336e-05 | Time: 5617.02 ms [2020-11-30 08:47:50 main:574] : INFO : Epoch 59 | loss: 6.78979e-05 | val_loss: 6.9349e-05 | Time: 5522.82 ms [2020-11-30 08:47:56 main:574] : INFO : Epoch 60 | loss: 6.69781e-05 | val_loss: 6.7797e-05 | Time: 5620.48 ms [2020-11-30 08:48:02 main:574] : INFO : Epoch 61 | loss: 6.65346e-05 | val_loss: 6.72821e-05 | Time: 5661.58 ms [2020-11-30 08:48:08 main:574] : INFO : Epoch 62 | loss: 6.61574e-05 | val_loss: 6.75705e-05 | Time: 5629.88 ms [2020-11-30 08:48:13 main:574] : INFO : Epoch 63 | loss: 6.56104e-05 | val_loss: 6.637e-05 | Time: 5589.86 ms [2020-11-30 08:48:19 main:574] : INFO : Epoch 64 | loss: 6.54715e-05 | val_loss: 6.71958e-05 | Time: 5566.4 ms [2020-11-30 08:48:24 main:574] : INFO : Epoch 65 | loss: 6.49779e-05 | val_loss: 6.5354e-05 | Time: 5535.56 ms [2020-11-30 08:48:30 main:574] : INFO : Epoch 66 | loss: 6.46747e-05 | val_loss: 6.62652e-05 | Time: 5500.34 ms [2020-11-30 08:48:35 main:574] : INFO : Epoch 67 | loss: 6.51245e-05 | val_loss: 6.52048e-05 | Time: 5482.61 ms [2020-11-30 08:48:41 main:574] : INFO : Epoch 68 | loss: 6.38623e-05 | val_loss: 6.59777e-05 | Time: 5525.49 ms [2020-11-30 08:48:47 main:574] : INFO : Epoch 69 | loss: 6.34781e-05 | val_loss: 6.47236e-05 | Time: 5632.56 ms [2020-11-30 08:48:52 main:574] : INFO : Epoch 70 | loss: 6.32102e-05 | val_loss: 6.38863e-05 | Time: 5633.63 ms [2020-11-30 08:48:58 main:574] : INFO : Epoch 71 | loss: 6.25775e-05 | val_loss: 6.33441e-05 | Time: 5511.64 ms [2020-11-30 08:49:04 main:574] : INFO : Epoch 72 | loss: 6.20463e-05 | val_loss: 6.29472e-05 | Time: 5518.18 ms [2020-11-30 08:49:09 main:574] : INFO : Epoch 73 | loss: 6.15015e-05 | val_loss: 6.3116e-05 | Time: 5648.91 ms [2020-11-30 08:49:15 main:574] : INFO : Epoch 74 | loss: 6.13564e-05 | val_loss: 6.26679e-05 | Time: 5658.28 ms [2020-11-30 08:49:21 main:574] : INFO : Epoch 75 | loss: 6.07902e-05 | val_loss: 6.12656e-05 | Time: 5593.59 ms [2020-11-30 08:49:26 main:574] : INFO : Epoch 76 | loss: 6.06276e-05 | val_loss: 6.19108e-05 | Time: 5636.62 ms [2020-11-30 08:49:32 main:574] : INFO : Epoch 77 | loss: 6.07539e-05 | val_loss: 6.13662e-05 | Time: 5636.27 ms [2020-11-30 08:49:38 main:574] : INFO : Epoch 78 | loss: 5.95514e-05 | val_loss: 6.17555e-05 | Time: 5558.26 ms [2020-11-30 08:49:43 main:574] : INFO : Epoch 79 | loss: 5.97623e-05 | val_loss: 5.90192e-05 | Time: 5565.53 ms [2020-11-30 08:49:49 main:574] : INFO : Epoch 80 | loss: 5.85388e-05 | val_loss: 5.98331e-05 | Time: 5665.21 ms [2020-11-30 08:49:55 main:574] : INFO : Epoch 81 | loss: 5.80222e-05 | val_loss: 5.89249e-05 | Time: 5592.42 ms [2020-11-30 08:50:00 main:574] : INFO : Epoch 82 | loss: 5.74045e-05 | val_loss: 5.83322e-05 | Time: 5518.78 ms [2020-11-30 08:50:06 main:574] : INFO : Epoch 83 | loss: 5.84054e-05 | val_loss: 5.7945e-05 | Time: 5509.52 ms [2020-11-30 08:50:12 main:574] : INFO : Epoch 84 | loss: 5.63306e-05 | val_loss: 5.73556e-05 | Time: 5540.84 ms [2020-11-30 08:50:17 main:574] : INFO : Epoch 85 | loss: 5.62066e-05 | val_loss: 5.80126e-05 | Time: 5579.33 ms [2020-11-30 08:50:23 main:574] : INFO : Epoch 86 | loss: 5.65138e-05 | val_loss: 5.79916e-05 | Time: 5567.29 ms [2020-11-30 08:50:28 main:574] : INFO : Epoch 87 | loss: 5.57026e-05 | val_loss: 5.74418e-05 | Time: 5582.27 ms [2020-11-30 08:50:34 main:574] : INFO : Epoch 88 | loss: 5.60043e-05 | val_loss: 5.57583e-05 | Time: 5523.75 ms [2020-11-30 08:50:39 main:574] : INFO : Epoch 89 | loss: 5.39982e-05 | val_loss: 5.54416e-05 | Time: 5452.51 ms [2020-11-30 08:50:45 main:574] : INFO : Epoch 90 | loss: 5.50942e-05 | val_loss: 5.52595e-05 | Time: 5477.1 ms [2020-11-30 08:50:50 main:574] : INFO : Epoch 91 | loss: 5.36004e-05 | val_loss: 5.36911e-05 | Time: 5477.68 ms [2020-11-30 08:50:56 main:574] : INFO : Epoch 92 | loss: 5.33033e-05 | val_loss: 5.45143e-05 | Time: 5459.06 ms [2020-11-30 08:51:02 main:574] : INFO : Epoch 93 | loss: 5.35433e-05 | val_loss: 5.4409e-05 | Time: 5457.17 ms [2020-11-30 08:51:07 main:574] : INFO : Epoch 94 | loss: 5.22524e-05 | val_loss: 5.43651e-05 | Time: 5467.55 ms [2020-11-30 08:51:13 main:574] : INFO : Epoch 95 | loss: 5.32033e-05 | val_loss: 5.37727e-05 | Time: 5469.3 ms [2020-11-30 08:51:18 main:574] : INFO : Epoch 96 | loss: 5.15982e-05 | val_loss: 5.29596e-05 | Time: 5450.64 ms [2020-11-30 08:51:24 main:574] : INFO : Epoch 97 | loss: 5.1471e-05 | val_loss: 5.32536e-05 | Time: 5503.92 ms [2020-11-30 08:51:29 main:574] : INFO : Epoch 98 | loss: 5.08354e-05 | val_loss: 5.13577e-05 | Time: 5573.02 ms [2020-11-30 08:51:35 main:574] : INFO : Epoch 99 | loss: 5.05596e-05 | val_loss: 5.21107e-05 | Time: 5558.23 ms [2020-11-30 08:51:40 main:574] : INFO : Epoch 100 | loss: 5.0002e-05 | val_loss: 5.19541e-05 | Time: 5509.88 ms [2020-11-30 08:51:46 main:574] : INFO : Epoch 101 | loss: 5.01216e-05 | val_loss: 5.25514e-05 | Time: 5468.32 ms [2020-11-30 08:51:51 main:574] : INFO : Epoch 102 | loss: 4.97966e-05 | val_loss: 5.05156e-05 | Time: 5485.14 ms [2020-11-30 08:51:57 main:574] : INFO : Epoch 103 | loss: 4.92482e-05 | val_loss: 5.17314e-05 | Time: 5493.38 ms [2020-11-30 08:52:03 main:574] : INFO : Epoch 104 | loss: 4.94503e-05 | val_loss: 4.99471e-05 | Time: 5472.02 ms [2020-11-30 08:52:08 main:574] : INFO : Epoch 105 | loss: 4.84899e-05 | val_loss: 5.01327e-05 | Time: 5466.31 ms [2020-11-30 08:52:14 main:574] : INFO : Epoch 106 | loss: 4.81479e-05 | val_loss: 4.87259e-05 | Time: 5450.21 ms [2020-11-30 08:52:19 main:574] : INFO : Epoch 107 | loss: 4.78102e-05 | val_loss: 4.98068e-05 | Time: 5441.92 ms [2020-11-30 08:52:25 main:574] : INFO : Epoch 108 | loss: 4.8335e-05 | val_loss: 5.07261e-05 | Time: 5464.26 ms [2020-11-30 08:52:30 main:574] : INFO : Epoch 109 | loss: 4.77206e-05 | val_loss: 4.79987e-05 | Time: 5462.32 ms [2020-11-30 08:52:36 main:574] : INFO : Epoch 110 | loss: 4.69079e-05 | val_loss: 4.68668e-05 | Time: 5443.57 ms [2020-11-30 08:52:41 main:574] : INFO : Epoch 111 | loss: 4.63121e-05 | val_loss: 4.76256e-05 | Time: 5442.54 ms [2020-11-30 08:52:46 main:574] : INFO : Epoch 112 | loss: 4.60951e-05 | val_loss: 4.65739e-05 | Time: 5445.83 ms [2020-11-30 08:52:52 main:574] : INFO : Epoch 113 | loss: 4.6567e-05 | val_loss: 4.71743e-05 | Time: 5467.1 ms [2020-11-30 08:52:58 main:574] : INFO : Epoch 114 | loss: 4.73104e-05 | val_loss: 4.79566e-05 | Time: 5464.76 ms [2020-11-30 08:53:03 main:574] : INFO : Epoch 115 | loss: 4.55842e-05 | val_loss: 4.65544e-05 | Time: 5456.6 ms [2020-11-30 08:53:09 main:574] : INFO : Epoch 116 | loss: 4.67536e-05 | val_loss: 4.53378e-05 | Time: 5476.45 ms [2020-11-30 08:53:14 main:574] : INFO : Epoch 117 | loss: 4.47336e-05 | val_loss: 4.68906e-05 | Time: 5474.85 ms [2020-11-30 08:53:20 main:574] : INFO : Epoch 118 | loss: 4.44624e-05 | val_loss: 4.50545e-05 | Time: 5477.95 ms [2020-11-30 08:53:25 main:574] : INFO : Epoch 119 | loss: 4.56123e-05 | val_loss: 4.64198e-05 | Time: 5476.88 ms [2020-11-30 08:53:31 main:574] : INFO : Epoch 120 | loss: 4.38268e-05 | val_loss: 4.46808e-05 | Time: 5459.06 ms [2020-11-30 08:53:36 main:574] : INFO : Epoch 121 | loss: 4.40421e-05 | val_loss: 4.3842e-05 | Time: 5485.88 ms [2020-11-30 08:53:42 main:574] : INFO : Epoch 122 | loss: 4.31806e-05 | val_loss: 4.42545e-05 | Time: 5459.55 ms [2020-11-30 08:53:47 main:574] : INFO : Epoch 123 | loss: 4.35473e-05 | val_loss: 4.39522e-05 | Time: 5452.14 ms [2020-11-30 08:53:53 main:574] : INFO : Epoch 124 | loss: 4.27724e-05 | val_loss: 4.3727e-05 | Time: 5466 ms [2020-11-30 08:53:58 main:574] : INFO : Epoch 125 | loss: 4.27891e-05 | val_loss: 4.40906e-05 | Time: 5478.19 ms [2020-11-30 08:54:04 main:574] : INFO : Epoch 126 | loss: 4.23547e-05 | val_loss: 4.33747e-05 | Time: 5475.41 ms [2020-11-30 08:54:09 main:574] : INFO : Epoch 127 | loss: 4.18713e-05 | val_loss: 4.34924e-05 | Time: 5460.23 ms [2020-11-30 08:54:15 main:574] : INFO : Epoch 128 | loss: 4.23671e-05 | val_loss: 4.80772e-05 | Time: 5475.05 ms [2020-11-30 08:54:20 main:574] : INFO : Epoch 129 | loss: 4.233e-05 | val_loss: 4.22843e-05 | Time: 5474.46 ms [2020-11-30 08:54:26 main:574] : INFO : Epoch 130 | loss: 4.3232e-05 | val_loss: 4.24681e-05 | Time: 5481.09 ms [2020-11-30 08:54:31 main:574] : INFO : Epoch 131 | loss: 4.22091e-05 | val_loss: 4.21186e-05 | Time: 5456.67 ms [2020-11-30 08:54:37 main:574] : INFO : Epoch 132 | loss: 4.05298e-05 | val_loss: 4.22704e-05 | Time: 5465.05 ms [2020-11-30 08:54:42 main:574] : INFO : Epoch 133 | loss: 4.03276e-05 | val_loss: 4.2176e-05 | Time: 5466.62 ms [2020-11-30 08:54:48 main:574] : INFO : Epoch 134 | loss: 4.04331e-05 | val_loss: 4.16714e-05 | Time: 5456.71 ms [2020-11-30 08:54:53 main:574] : INFO : Epoch 135 | loss: 4.02138e-05 | val_loss: 4.16656e-05 | Time: 5471.53 ms [2020-11-30 08:54:59 main:574] : INFO : Epoch 136 | loss: 3.98088e-05 | val_loss: 3.98923e-05 | Time: 5464.21 ms [2020-11-30 08:55:04 main:574] : INFO : Epoch 137 | loss: 3.99917e-05 | val_loss: 4.05067e-05 | Time: 5449.44 ms [2020-11-30 08:55:10 main:574] : INFO : Epoch 138 | loss: 3.97958e-05 | val_loss: 4.0872e-05 | Time: 5447.97 ms [2020-11-30 08:55:15 main:574] : INFO : Epoch 139 | loss: 3.92998e-05 | val_loss: 4.00303e-05 | Time: 5442.65 ms [2020-11-30 08:55:21 main:574] : INFO : Epoch 140 | loss: 3.91911e-05 | val_loss: 4.02419e-05 | Time: 5469.37 ms [2020-11-30 08:55:26 main:574] : INFO : Epoch 141 | loss: 3.86733e-05 | val_loss: 3.96591e-05 | Time: 5457.73 ms [2020-11-30 08:55:32 main:574] : INFO : Epoch 142 | loss: 3.85346e-05 | val_loss: 3.99643e-05 | Time: 5464.25 ms [2020-11-30 08:55:37 main:574] : INFO : Epoch 143 | loss: 3.94236e-05 | val_loss: 3.86993e-05 | Time: 5448.18 ms [2020-11-30 08:55:43 main:574] : INFO : Epoch 144 | loss: 3.7995e-05 | val_loss: 3.94787e-05 | Time: 5481.05 ms [2020-11-30 08:55:49 main:574] : INFO : Epoch 145 | loss: 3.98719e-05 | val_loss: 4.06779e-05 | Time: 5478.89 ms [2020-11-30 08:55:54 main:574] : INFO : Epoch 146 | loss: 3.87478e-05 | val_loss: 3.8336e-05 | Time: 5508.95 ms [2020-11-30 08:56:00 main:574] : INFO : Epoch 147 | loss: 3.79314e-05 | val_loss: 3.94856e-05 | Time: 5452.22 ms [2020-11-30 08:56:05 main:574] : INFO : Epoch 148 | loss: 3.77311e-05 | val_loss: 3.80155e-05 | Time: 5457.23 ms [2020-11-30 08:56:11 main:574] : INFO : Epoch 149 | loss: 3.81539e-05 | val_loss: 4.04411e-05 | Time: 5449.84 ms [2020-11-30 08:56:16 main:574] : INFO : Epoch 150 | loss: 3.72924e-05 | val_loss: 3.75011e-05 | Time: 5470.33 ms [2020-11-30 08:56:22 main:574] : INFO : Epoch 151 | loss: 3.65252e-05 | val_loss: 3.87772e-05 | Time: 5474.5 ms [2020-11-30 08:56:27 main:574] : INFO : Epoch 152 | loss: 3.71078e-05 | val_loss: 3.77027e-05 | Time: 5447.77 ms [2020-11-30 08:56:33 main:574] : INFO : Epoch 153 | loss: 3.66041e-05 | val_loss: 3.81641e-05 | Time: 5467.58 ms [2020-11-30 08:56:38 main:574] : INFO : Epoch 154 | loss: 3.6182e-05 | val_loss: 3.6583e-05 | Time: 5458.68 ms [2020-11-30 08:56:44 main:574] : INFO : Epoch 155 | loss: 3.61927e-05 | val_loss: 3.80147e-05 | Time: 5519.94 ms [2020-11-30 08:56:49 main:574] : INFO : Epoch 156 | loss: 3.61127e-05 | val_loss: 3.60883e-05 | Time: 5476.39 ms [2020-11-30 08:56:55 main:574] : INFO : Epoch 157 | loss: 3.6812e-05 | val_loss: 3.66207e-05 | Time: 5489.33 ms [2020-11-30 08:57:00 main:574] : INFO : Epoch 158 | loss: 3.5992e-05 | val_loss: 3.65256e-05 | Time: 5474.87 ms [2020-11-30 08:57:06 main:574] : INFO : Epoch 159 | loss: 3.54455e-05 | val_loss: 3.71563e-05 | Time: 5450.92 ms [2020-11-30 08:57:11 main:574] : INFO : Epoch 160 | loss: 3.56578e-05 | val_loss: 3.64099e-05 | Time: 5446.92 ms [2020-11-30 08:57:17 main:574] : INFO : Epoch 161 | loss: 3.55855e-05 | val_loss: 3.58219e-05 | Time: 5471.35 ms [2020-11-30 08:57:22 main:574] : INFO : Epoch 162 | loss: 3.53297e-05 | val_loss: 3.5992e-05 | Time: 5444.55 ms [2020-11-30 08:57:28 main:574] : INFO : Epoch 163 | loss: 3.5829e-05 | val_loss: 3.56479e-05 | Time: 5464.45 ms [2020-11-30 08:57:33 main:574] : INFO : Epoch 164 | loss: 3.78152e-05 | val_loss: 3.48964e-05 | Time: 5457.36 ms [2020-11-30 08:57:39 main:574] : INFO : Epoch 165 | loss: 3.44097e-05 | val_loss: 3.456e-05 | Time: 5463.36 ms [2020-11-30 08:57:44 main:574] : INFO : Epoch 166 | loss: 3.37723e-05 | val_loss: 3.5362e-05 | Time: 5472.99 ms [2020-11-30 08:57:50 main:574] : INFO : Epoch 167 | loss: 3.39743e-05 | val_loss: 3.38264e-05 | Time: 5460.8 ms [2020-11-30 08:57:56 main:574] : INFO : Epoch 168 | loss: 3.39512e-05 | val_loss: 3.65463e-05 | Time: 5462.79 ms [2020-11-30 08:58:01 main:574] : INFO : Epoch 169 | loss: 3.48054e-05 | val_loss: 3.51496e-05 | Time: 5497.81 ms [2020-11-30 08:58:07 main:574] : INFO : Epoch 170 | loss: 3.38061e-05 | val_loss: 3.47206e-05 | Time: 5447.34 ms [2020-11-30 08:58:12 main:574] : INFO : Epoch 171 | loss: 3.40169e-05 | val_loss: 3.53706e-05 | Time: 5453.56 ms [2020-11-30 08:58:18 main:574] : INFO : Epoch 172 | loss: 3.57898e-05 | val_loss: 3.38658e-05 | Time: 5456.51 ms [2020-11-30 08:58:23 main:574] : INFO : Epoch 173 | loss: 3.34081e-05 | val_loss: 3.34282e-05 | Time: 5499.69 ms [2020-11-30 08:58:29 main:574] : INFO : Epoch 174 | loss: 3.25716e-05 | val_loss: 3.34475e-05 | Time: 5453.98 ms [2020-11-30 08:58:34 main:574] : INFO : Epoch 175 | loss: 3.25992e-05 | val_loss: 3.36845e-05 | Time: 5449.85 ms [2020-11-30 08:58:40 main:574] : INFO : Epoch 176 | loss: 3.31448e-05 | val_loss: 3.34481e-05 | Time: 5485.77 ms [2020-11-30 08:58:45 main:574] : INFO : Epoch 177 | loss: 3.27229e-05 | val_loss: 3.39959e-05 | Time: 5446.27 ms [2020-11-30 08:58:51 main:574] : INFO : Epoch 178 | loss: 3.27347e-05 | val_loss: 3.23589e-05 | Time: 5475.25 ms [2020-11-30 08:58:56 main:574] : INFO : Epoch 179 | loss: 3.39389e-05 | val_loss: 3.34096e-05 | Time: 5449.62 ms [2020-11-30 08:59:02 main:574] : INFO : Epoch 180 | loss: 3.19882e-05 | val_loss: 3.80762e-05 | Time: 5488.99 ms [2020-11-30 08:59:07 main:574] : INFO : Epoch 181 | loss: 3.40927e-05 | val_loss: 3.21109e-05 | Time: 5447.87 ms [2020-11-30 08:59:13 main:574] : INFO : Epoch 182 | loss: 3.15109e-05 | val_loss: 3.25947e-05 | Time: 5469.3 ms [2020-11-30 08:59:18 main:574] : INFO : Epoch 183 | loss: 3.22168e-05 | val_loss: 3.32227e-05 | Time: 5454.84 ms [2020-11-30 08:59:24 main:574] : INFO : Epoch 184 | loss: 3.14667e-05 | val_loss: 3.32774e-05 | Time: 5470.76 ms [2020-11-30 08:59:29 main:574] : INFO : Epoch 185 | loss: 3.22793e-05 | val_loss: 4.04032e-05 | Time: 5457.32 ms [2020-11-30 08:59:35 main:574] : INFO : Epoch 186 | loss: 3.25932e-05 | val_loss: 3.31481e-05 | Time: 5482.15 ms [2020-11-30 08:59:40 main:574] : INFO : Epoch 187 | loss: 3.27771e-05 | val_loss: 3.23924e-05 | Time: 5455.49 ms [2020-11-30 08:59:46 main:574] : INFO : Epoch 188 | loss: 3.09289e-05 | val_loss: 3.19756e-05 | Time: 5470.2 ms [2020-11-30 08:59:51 main:574] : INFO : Epoch 189 | loss: 3.11242e-05 | val_loss: 3.13471e-05 | Time: 5450.11 ms [2020-11-30 08:59:57 main:574] : INFO : Epoch 190 | loss: 3.09378e-05 | val_loss: 3.22043e-05 | Time: 5462.26 ms [2020-11-30 09:00:02 main:574] : INFO : Epoch 191 | loss: 3.56523e-05 | val_loss: 3.15252e-05 | Time: 5557.36 ms [2020-11-30 09:00:08 main:574] : INFO : Epoch 192 | loss: 3.00543e-05 | val_loss: 3.23969e-05 | Time: 5468.08 ms [2020-11-30 09:00:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.23969e-05 [2020-11-30 09:00:08 main:603] : INFO : Saving end state to config to file [2020-11-30 09:00:08 main:608] : INFO : Success, exiting.. 09:00:08 (16276): 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)