Task 3043733
| Name | rand_automata_0063-1606118290-32461-1_0 |
| Workunit | 1378634 |
| Created | 23 Nov 2020, 14:45:43 UTC |
| Sent | 24 Nov 2020, 2:05:54 UTC |
| Report deadline | 1 Dec 2020, 2:05:54 UTC |
| Received | 24 Nov 2020, 17:22:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 15 min 25 sec |
| CPU time | 15 min 21 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,493.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.19 GB |
| Peak swap size | 10.01 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c -a LSTM --lr 0.001 -w 64 -b 2 -s 32 --maxepoch 192 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce GTX 1650 SUPER) [2020-11-24 11:22:14 main:442] : INFO : Set logging level to 1 [2020-11-24 11:22:14 main:448] : INFO : Running in BOINC Client mode [2020-11-24 11:22:14 main:451] : INFO : Resolving all filenames [2020-11-24 11:22:14 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 (exists = 1) [2020-11-24 11:22:14 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1606118290-32461-1_0_r563436130_1 (exists = 0) [2020-11-24 11:22:14 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1606118290-32461-1_0_r563436130_0 (exists = 0) [2020-11-24 11:22:14 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1606118290-32461-1 (exists = 1) [2020-11-24 11:22:14 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 11:22:14 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 [2020-11-24 11:22:14 main:481] : INFO : Configuration: [2020-11-24 11:22:14 main:482] : INFO : Model type: LSTM [2020-11-24 11:22:14 main:483] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 11:22:14 main:484] : INFO : Max Epochs: 192 [2020-11-24 11:22:14 main:485] : INFO : Batch Size: 32 [2020-11-24 11:22:14 main:486] : INFO : Learning Rate: 0.001 [2020-11-24 11:22:14 main:487] : INFO : Patience: 10 [2020-11-24 11:22:14 main:488] : INFO : Hidden Width: 64 [2020-11-24 11:22:14 main:489] : INFO : # Recurrent Layers: 4 [2020-11-24 11:22:14 main:490] : INFO : # Backend Layers: 2 [2020-11-24 11:22:14 main:491] : INFO : # Threads: 1 [2020-11-24 11:22:14 main:493] : INFO : Preparing Dataset [2020-11-24 11:22:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 into memory [2020-11-24 11:22:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 into memory [2020-11-24 11:22:15 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 11:22:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 into memory [2020-11-24 11:22:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 into memory [2020-11-24 11:22:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 11:22:15 main:501] : INFO : Creating Model [2020-11-24 11:22:15 main:514] : INFO : Preparing config file [2020-11-24 11:22:15 main:526] : INFO : Creating new config file [2020-11-24 11:22:15 main:545] : INFO : This is a continuation WU, loading previous network [2020-11-24 11:22:16 main:566] : INFO : Loading DataLoader into Memory [2020-11-24 11:22:16 main:569] : INFO : Starting Training [2020-11-24 11:22:21 main:581] : INFO : Epoch 1 | loss: 0.000130498 | val_loss: 0.000111982 | Time: 5297.64 ms [2020-11-24 11:22:26 main:581] : INFO : Epoch 2 | loss: 0.000107314 | val_loss: 0.000112448 | Time: 4738.97 ms [2020-11-24 11:22:31 main:581] : INFO : Epoch 3 | loss: 0.000107665 | val_loss: 0.000113056 | Time: 4782.01 ms [2020-11-24 11:22:36 main:581] : INFO : Epoch 4 | loss: 0.000107547 | val_loss: 0.000112046 | Time: 4792.13 ms [2020-11-24 11:22:40 main:581] : INFO : Epoch 5 | loss: 0.00010654 | val_loss: 0.000111258 | Time: 4749.49 ms [2020-11-24 11:22:45 main:581] : INFO : Epoch 6 | loss: 0.00010544 | val_loss: 0.000111904 | Time: 4751.56 ms [2020-11-24 11:22:50 main:581] : INFO : Epoch 7 | loss: 0.000105 | val_loss: 0.000109232 | Time: 4797.13 ms [2020-11-24 11:22:55 main:581] : INFO : Epoch 8 | loss: 0.000104046 | val_loss: 0.00010999 | Time: 4781.19 ms [2020-11-24 11:23:00 main:581] : INFO : Epoch 9 | loss: 0.000103189 | val_loss: 0.00010782 | Time: 4814.21 ms [2020-11-24 11:23:04 main:581] : INFO : Epoch 10 | loss: 0.000102158 | val_loss: 0.000107071 | Time: 4779.41 ms [2020-11-24 11:23:09 main:581] : INFO : Epoch 11 | loss: 0.000101266 | val_loss: 0.000106483 | Time: 4787.18 ms [2020-11-24 11:23:14 main:581] : INFO : Epoch 12 | loss: 0.000100092 | val_loss: 0.000105708 | Time: 4747.7 ms [2020-11-24 11:23:19 main:581] : INFO : Epoch 13 | loss: 9.94461e-05 | val_loss: 0.000104584 | Time: 4741.01 ms [2020-11-24 11:23:23 main:581] : INFO : Epoch 14 | loss: 9.85155e-05 | val_loss: 0.000102641 | Time: 4759.61 ms [2020-11-24 11:23:28 main:581] : INFO : Epoch 15 | loss: 9.74593e-05 | val_loss: 0.000103023 | Time: 4774.08 ms [2020-11-24 11:23:33 main:581] : INFO : Epoch 16 | loss: 9.65568e-05 | val_loss: 0.000101407 | Time: 4763.38 ms [2020-11-24 11:23:38 main:581] : INFO : Epoch 17 | loss: 9.58011e-05 | val_loss: 9.98054e-05 | Time: 4756.77 ms [2020-11-24 11:23:42 main:581] : INFO : Epoch 18 | loss: 9.50164e-05 | val_loss: 9.84756e-05 | Time: 4759.78 ms [2020-11-24 11:23:47 main:581] : INFO : Epoch 19 | loss: 9.36832e-05 | val_loss: 9.90034e-05 | Time: 4740.39 ms [2020-11-24 11:23:52 main:581] : INFO : Epoch 20 | loss: 9.31959e-05 | val_loss: 9.68247e-05 | Time: 4810.46 ms [2020-11-24 11:23:57 main:581] : INFO : Epoch 21 | loss: 9.19974e-05 | val_loss: 9.84334e-05 | Time: 4823.02 ms [2020-11-24 11:24:02 main:581] : INFO : Epoch 22 | loss: 9.19097e-05 | val_loss: 9.6027e-05 | Time: 4801.99 ms [2020-11-24 11:24:06 main:581] : INFO : Epoch 23 | loss: 9.03717e-05 | val_loss: 9.53638e-05 | Time: 4772.41 ms [2020-11-24 11:24:11 main:581] : INFO : Epoch 24 | loss: 8.98653e-05 | val_loss: 9.41534e-05 | Time: 4723.25 ms [2020-11-24 11:24:16 main:581] : INFO : Epoch 25 | loss: 8.93264e-05 | val_loss: 9.50986e-05 | Time: 4735.48 ms [2020-11-24 11:24:21 main:581] : INFO : Epoch 26 | loss: 8.83662e-05 | val_loss: 9.29458e-05 | Time: 4740.94 ms [2020-11-24 11:24:25 main:581] : INFO : Epoch 27 | loss: 8.76712e-05 | val_loss: 9.23135e-05 | Time: 4753.4 ms [2020-11-24 11:24:30 main:581] : INFO : Epoch 28 | loss: 8.68074e-05 | val_loss: 9.11769e-05 | Time: 4818.4 ms [2020-11-24 11:24:35 main:581] : INFO : Epoch 29 | loss: 8.58149e-05 | val_loss: 9.09833e-05 | Time: 4821.74 ms [2020-11-24 11:24:40 main:581] : INFO : Epoch 30 | loss: 8.54715e-05 | val_loss: 8.89747e-05 | Time: 4736.06 ms [2020-11-24 11:24:44 main:581] : INFO : Epoch 31 | loss: 8.47486e-05 | val_loss: 8.94408e-05 | Time: 4786.86 ms [2020-11-24 11:24:49 main:581] : INFO : Epoch 32 | loss: 8.37397e-05 | val_loss: 8.7847e-05 | Time: 4808.87 ms [2020-11-24 11:24:54 main:581] : INFO : Epoch 33 | loss: 8.33312e-05 | val_loss: 8.76582e-05 | Time: 4818 ms [2020-11-24 11:24:59 main:581] : INFO : Epoch 34 | loss: 8.23668e-05 | val_loss: 8.68444e-05 | Time: 4831.22 ms [2020-11-24 11:25:04 main:581] : INFO : Epoch 35 | loss: 8.197e-05 | val_loss: 8.74434e-05 | Time: 4764.7 ms [2020-11-24 11:25:08 main:581] : INFO : Epoch 36 | loss: 8.18102e-05 | val_loss: 8.71627e-05 | Time: 4775.15 ms [2020-11-24 11:25:13 main:581] : INFO : Epoch 37 | loss: 8.07824e-05 | val_loss: 8.37368e-05 | Time: 4760.88 ms [2020-11-24 11:25:18 main:581] : INFO : Epoch 38 | loss: 8.02635e-05 | val_loss: 8.58187e-05 | Time: 4758.69 ms [2020-11-24 11:25:23 main:581] : INFO : Epoch 39 | loss: 7.9673e-05 | val_loss: 8.36526e-05 | Time: 4772.73 ms [2020-11-24 11:25:28 main:581] : INFO : Epoch 40 | loss: 7.85764e-05 | val_loss: 8.49174e-05 | Time: 4837.5 ms [2020-11-24 11:25:32 main:581] : INFO : Epoch 41 | loss: 7.8421e-05 | val_loss: 8.28867e-05 | Time: 4782.08 ms [2020-11-24 11:25:37 main:581] : INFO : Epoch 42 | loss: 7.75518e-05 | val_loss: 8.20484e-05 | Time: 4849.02 ms [2020-11-24 11:25:42 main:581] : INFO : Epoch 43 | loss: 7.71594e-05 | val_loss: 8.16829e-05 | Time: 4766.71 ms [2020-11-24 11:25:47 main:581] : INFO : Epoch 44 | loss: 7.63878e-05 | val_loss: 8.02704e-05 | Time: 4794.97 ms [2020-11-24 11:25:52 main:581] : INFO : Epoch 45 | loss: 7.55773e-05 | val_loss: 8.11985e-05 | Time: 4773.75 ms [2020-11-24 11:25:56 main:581] : INFO : Epoch 46 | loss: 7.54787e-05 | val_loss: 7.99911e-05 | Time: 4821.29 ms [2020-11-24 11:26:01 main:581] : INFO : Epoch 47 | loss: 7.50193e-05 | val_loss: 8.1196e-05 | Time: 4794.12 ms [2020-11-24 11:26:06 main:581] : INFO : Epoch 48 | loss: 7.41859e-05 | val_loss: 7.9209e-05 | Time: 4746.92 ms [2020-11-24 11:26:11 main:581] : INFO : Epoch 49 | loss: 7.3685e-05 | val_loss: 7.77228e-05 | Time: 4748.36 ms [2020-11-24 11:26:15 main:581] : INFO : Epoch 50 | loss: 7.35662e-05 | val_loss: 7.74606e-05 | Time: 4780.9 ms [2020-11-24 11:26:20 main:581] : INFO : Epoch 51 | loss: 7.28624e-05 | val_loss: 7.71921e-05 | Time: 4788.15 ms [2020-11-24 11:26:25 main:581] : INFO : Epoch 52 | loss: 7.22688e-05 | val_loss: 7.70256e-05 | Time: 4777.73 ms [2020-11-24 11:26:30 main:581] : INFO : Epoch 53 | loss: 7.18206e-05 | val_loss: 7.68405e-05 | Time: 4739.1 ms [2020-11-24 11:26:35 main:581] : INFO : Epoch 54 | loss: 7.14392e-05 | val_loss: 7.65202e-05 | Time: 4793.39 ms [2020-11-24 11:26:39 main:581] : INFO : Epoch 55 | loss: 7.06669e-05 | val_loss: 7.46771e-05 | Time: 4763.74 ms [2020-11-24 11:26:44 main:581] : INFO : Epoch 56 | loss: 7.04162e-05 | val_loss: 7.5988e-05 | Time: 4776.15 ms [2020-11-24 11:26:49 main:581] : INFO : Epoch 57 | loss: 6.96763e-05 | val_loss: 7.46038e-05 | Time: 4786.54 ms [2020-11-24 11:26:54 main:581] : INFO : Epoch 58 | loss: 6.92872e-05 | val_loss: 7.46506e-05 | Time: 4798.32 ms [2020-11-24 11:26:58 main:581] : INFO : Epoch 59 | loss: 6.89622e-05 | val_loss: 7.3846e-05 | Time: 4787.77 ms [2020-11-24 11:27:03 main:581] : INFO : Epoch 60 | loss: 6.86385e-05 | val_loss: 7.22206e-05 | Time: 4802.64 ms [2020-11-24 11:27:08 main:581] : INFO : Epoch 61 | loss: 6.82318e-05 | val_loss: 7.27566e-05 | Time: 4816 ms [2020-11-24 11:27:13 main:581] : INFO : Epoch 62 | loss: 6.74703e-05 | val_loss: 7.23654e-05 | Time: 4821.27 ms [2020-11-24 11:27:18 main:581] : INFO : Epoch 63 | loss: 6.71073e-05 | val_loss: 7.16294e-05 | Time: 4783.61 ms [2020-11-24 11:27:22 main:581] : INFO : Epoch 64 | loss: 6.65049e-05 | val_loss: 7.12451e-05 | Time: 4767.37 ms [2020-11-24 11:27:27 main:581] : INFO : Epoch 65 | loss: 6.60566e-05 | val_loss: 7.09092e-05 | Time: 4770.68 ms [2020-11-24 11:27:32 main:581] : INFO : Epoch 66 | loss: 6.58845e-05 | val_loss: 6.95957e-05 | Time: 4863.59 ms [2020-11-24 11:27:37 main:581] : INFO : Epoch 67 | loss: 6.54864e-05 | val_loss: 7.08657e-05 | Time: 4758.93 ms [2020-11-24 11:27:42 main:581] : INFO : Epoch 68 | loss: 6.50922e-05 | val_loss: 6.92359e-05 | Time: 4824.64 ms [2020-11-24 11:27:47 main:581] : INFO : Epoch 69 | loss: 6.43846e-05 | val_loss: 6.87393e-05 | Time: 4858.06 ms [2020-11-24 11:27:51 main:581] : INFO : Epoch 70 | loss: 6.41508e-05 | val_loss: 6.96018e-05 | Time: 4840.55 ms [2020-11-24 11:27:56 main:581] : INFO : Epoch 71 | loss: 6.38588e-05 | val_loss: 6.97126e-05 | Time: 4780.68 ms [2020-11-24 11:28:01 main:581] : INFO : Epoch 72 | loss: 6.357e-05 | val_loss: 6.68876e-05 | Time: 4756.12 ms [2020-11-24 11:28:06 main:581] : INFO : Epoch 73 | loss: 6.28773e-05 | val_loss: 6.79543e-05 | Time: 4780.59 ms [2020-11-24 11:28:10 main:581] : INFO : Epoch 74 | loss: 6.24078e-05 | val_loss: 6.61854e-05 | Time: 4784.52 ms [2020-11-24 11:28:15 main:581] : INFO : Epoch 75 | loss: 6.21281e-05 | val_loss: 6.65761e-05 | Time: 4784.94 ms [2020-11-24 11:28:20 main:581] : INFO : Epoch 76 | loss: 6.20113e-05 | val_loss: 6.72888e-05 | Time: 4776.84 ms [2020-11-24 11:28:25 main:581] : INFO : Epoch 77 | loss: 6.16134e-05 | val_loss: 6.75566e-05 | Time: 4767.02 ms [2020-11-24 11:28:30 main:581] : INFO : Epoch 78 | loss: 6.11426e-05 | val_loss: 6.50683e-05 | Time: 4765.37 ms [2020-11-24 11:28:34 main:581] : INFO : Epoch 79 | loss: 6.09871e-05 | val_loss: 6.43492e-05 | Time: 4786.33 ms [2020-11-24 11:28:39 main:581] : INFO : Epoch 80 | loss: 6.03164e-05 | val_loss: 6.54354e-05 | Time: 4770.82 ms [2020-11-24 11:28:44 main:581] : INFO : Epoch 81 | loss: 6.01184e-05 | val_loss: 6.47634e-05 | Time: 4808.39 ms [2020-11-24 11:28:49 main:581] : INFO : Epoch 82 | loss: 5.96226e-05 | val_loss: 6.31003e-05 | Time: 4842.69 ms [2020-11-24 11:28:54 main:581] : INFO : Epoch 83 | loss: 5.95029e-05 | val_loss: 6.52471e-05 | Time: 4838.62 ms [2020-11-24 11:28:58 main:581] : INFO : Epoch 84 | loss: 5.92607e-05 | val_loss: 6.49006e-05 | Time: 4799.87 ms [2020-11-24 11:29:03 main:581] : INFO : Epoch 85 | loss: 5.86273e-05 | val_loss: 6.34402e-05 | Time: 4852.3 ms [2020-11-24 11:29:08 main:581] : INFO : Epoch 86 | loss: 5.82874e-05 | val_loss: 6.32801e-05 | Time: 4791.22 ms [2020-11-24 11:29:13 main:581] : INFO : Epoch 87 | loss: 5.79562e-05 | val_loss: 6.19417e-05 | Time: 4826.28 ms [2020-11-24 11:29:18 main:581] : INFO : Epoch 88 | loss: 5.74743e-05 | val_loss: 6.24037e-05 | Time: 4832.61 ms [2020-11-24 11:29:23 main:581] : INFO : Epoch 89 | loss: 5.76637e-05 | val_loss: 6.2106e-05 | Time: 4836.8 ms [2020-11-24 11:29:27 main:581] : INFO : Epoch 90 | loss: 5.70034e-05 | val_loss: 6.27849e-05 | Time: 4868.14 ms [2020-11-24 11:29:32 main:581] : INFO : Epoch 91 | loss: 5.66341e-05 | val_loss: 6.1205e-05 | Time: 4869.81 ms [2020-11-24 11:29:37 main:581] : INFO : Epoch 92 | loss: 5.65045e-05 | val_loss: 6.05534e-05 | Time: 4868.41 ms [2020-11-24 11:29:42 main:581] : INFO : Epoch 93 | loss: 5.60101e-05 | val_loss: 6.1469e-05 | Time: 4819.74 ms [2020-11-24 11:29:47 main:581] : INFO : Epoch 94 | loss: 5.58515e-05 | val_loss: 6.01852e-05 | Time: 4792.77 ms [2020-11-24 11:29:52 main:581] : INFO : Epoch 95 | loss: 5.55903e-05 | val_loss: 6.0026e-05 | Time: 4823.33 ms [2020-11-24 11:29:56 main:581] : INFO : Epoch 96 | loss: 5.50756e-05 | val_loss: 6.1167e-05 | Time: 4840.27 ms [2020-11-24 11:30:01 main:581] : INFO : Epoch 97 | loss: 5.50289e-05 | val_loss: 5.90034e-05 | Time: 4816.46 ms [2020-11-24 11:30:06 main:581] : INFO : Epoch 98 | loss: 5.465e-05 | val_loss: 5.92868e-05 | Time: 4840.26 ms [2020-11-24 11:30:11 main:581] : INFO : Epoch 99 | loss: 5.45389e-05 | val_loss: 5.93835e-05 | Time: 4794.79 ms [2020-11-24 11:30:16 main:581] : INFO : Epoch 100 | loss: 5.42808e-05 | val_loss: 5.82729e-05 | Time: 4785.01 ms [2020-11-24 11:30:20 main:581] : INFO : Epoch 101 | loss: 5.36456e-05 | val_loss: 5.89934e-05 | Time: 4827.09 ms [2020-11-24 11:30:25 main:581] : INFO : Epoch 102 | loss: 5.35877e-05 | val_loss: 5.98021e-05 | Time: 4865.49 ms [2020-11-24 11:30:30 main:581] : INFO : Epoch 103 | loss: 5.31741e-05 | val_loss: 5.72367e-05 | Time: 4807.8 ms [2020-11-24 11:30:35 main:581] : INFO : Epoch 104 | loss: 5.28582e-05 | val_loss: 5.8044e-05 | Time: 4799.7 ms [2020-11-24 11:30:40 main:581] : INFO : Epoch 105 | loss: 5.26125e-05 | val_loss: 5.72352e-05 | Time: 4842.04 ms [2020-11-24 11:30:45 main:581] : INFO : Epoch 106 | loss: 5.22946e-05 | val_loss: 5.65191e-05 | Time: 4805.97 ms [2020-11-24 11:30:49 main:581] : INFO : Epoch 107 | loss: 5.22048e-05 | val_loss: 5.78576e-05 | Time: 4866.58 ms [2020-11-24 11:30:54 main:581] : INFO : Epoch 108 | loss: 5.18323e-05 | val_loss: 5.60372e-05 | Time: 4936.75 ms [2020-11-24 11:31:00 main:581] : INFO : Epoch 109 | loss: 5.14142e-05 | val_loss: 5.6905e-05 | Time: 5326.79 ms [2020-11-24 11:31:05 main:581] : INFO : Epoch 110 | loss: 5.12084e-05 | val_loss: 5.59964e-05 | Time: 4907.35 ms [2020-11-24 11:31:09 main:581] : INFO : Epoch 111 | loss: 5.1027e-05 | val_loss: 5.70119e-05 | Time: 4784.75 ms [2020-11-24 11:31:14 main:581] : INFO : Epoch 112 | loss: 5.08614e-05 | val_loss: 5.47779e-05 | Time: 4780.86 ms [2020-11-24 11:31:19 main:581] : INFO : Epoch 113 | loss: 5.04601e-05 | val_loss: 5.45161e-05 | Time: 4756.32 ms [2020-11-24 11:31:24 main:581] : INFO : Epoch 114 | loss: 5.03613e-05 | val_loss: 5.47388e-05 | Time: 4763.03 ms [2020-11-24 11:31:29 main:581] : INFO : Epoch 115 | loss: 5.01203e-05 | val_loss: 5.37032e-05 | Time: 4834.21 ms [2020-11-24 11:31:33 main:581] : INFO : Epoch 116 | loss: 4.98545e-05 | val_loss: 5.47796e-05 | Time: 4809.93 ms [2020-11-24 11:31:38 main:581] : INFO : Epoch 117 | loss: 4.96268e-05 | val_loss: 5.3485e-05 | Time: 4780.23 ms [2020-11-24 11:31:43 main:581] : INFO : Epoch 118 | loss: 4.91862e-05 | val_loss: 5.33078e-05 | Time: 4776.79 ms [2020-11-24 11:31:48 main:581] : INFO : Epoch 119 | loss: 4.93978e-05 | val_loss: 5.4955e-05 | Time: 4799.16 ms [2020-11-24 11:31:53 main:581] : INFO : Epoch 120 | loss: 4.90311e-05 | val_loss: 5.35511e-05 | Time: 4767.72 ms [2020-11-24 11:31:57 main:581] : INFO : Epoch 121 | loss: 4.85572e-05 | val_loss: 5.35128e-05 | Time: 4840.56 ms [2020-11-24 11:32:02 main:581] : INFO : Epoch 122 | loss: 4.83186e-05 | val_loss: 5.27084e-05 | Time: 4829.21 ms [2020-11-24 11:32:07 main:581] : INFO : Epoch 123 | loss: 4.8251e-05 | val_loss: 5.2054e-05 | Time: 4791.72 ms [2020-11-24 11:32:12 main:581] : INFO : Epoch 124 | loss: 4.81407e-05 | val_loss: 5.20915e-05 | Time: 4802.5 ms [2020-11-24 11:32:17 main:581] : INFO : Epoch 125 | loss: 4.75868e-05 | val_loss: 5.31892e-05 | Time: 4750.7 ms [2020-11-24 11:32:21 main:581] : INFO : Epoch 126 | loss: 4.72255e-05 | val_loss: 5.14669e-05 | Time: 4767.81 ms [2020-11-24 11:32:26 main:581] : INFO : Epoch 127 | loss: 4.73799e-05 | val_loss: 5.24029e-05 | Time: 4760.12 ms [2020-11-24 11:32:31 main:581] : INFO : Epoch 128 | loss: 4.6967e-05 | val_loss: 5.23127e-05 | Time: 4767.5 ms [2020-11-24 11:32:36 main:581] : INFO : Epoch 129 | loss: 4.69169e-05 | val_loss: 5.20353e-05 | Time: 4857.65 ms [2020-11-24 11:32:40 main:581] : INFO : Epoch 130 | loss: 4.67919e-05 | val_loss: 5.06739e-05 | Time: 4822.08 ms [2020-11-24 11:32:45 main:581] : INFO : Epoch 131 | loss: 4.65518e-05 | val_loss: 5.19447e-05 | Time: 4824.93 ms [2020-11-24 11:32:50 main:581] : INFO : Epoch 132 | loss: 4.62109e-05 | val_loss: 4.98421e-05 | Time: 4810.17 ms [2020-11-24 11:32:55 main:581] : INFO : Epoch 133 | loss: 4.59994e-05 | val_loss: 5.02995e-05 | Time: 4837.04 ms [2020-11-24 11:33:00 main:581] : INFO : Epoch 134 | loss: 4.5811e-05 | val_loss: 4.94738e-05 | Time: 4773.01 ms [2020-11-24 11:33:05 main:581] : INFO : Epoch 135 | loss: 4.53098e-05 | val_loss: 4.92278e-05 | Time: 4818.38 ms [2020-11-24 11:33:09 main:581] : INFO : Epoch 136 | loss: 4.54027e-05 | val_loss: 5.04159e-05 | Time: 4824.53 ms [2020-11-24 11:33:14 main:581] : INFO : Epoch 137 | loss: 4.4961e-05 | val_loss: 5.00215e-05 | Time: 4774.62 ms [2020-11-24 11:33:19 main:581] : INFO : Epoch 138 | loss: 4.47535e-05 | val_loss: 4.90865e-05 | Time: 4791.8 ms [2020-11-24 11:33:24 main:581] : INFO : Epoch 139 | loss: 4.49937e-05 | val_loss: 4.91519e-05 | Time: 4780.3 ms [2020-11-24 11:33:29 main:581] : INFO : Epoch 140 | loss: 4.45343e-05 | val_loss: 4.87392e-05 | Time: 4778.93 ms [2020-11-24 11:33:33 main:581] : INFO : Epoch 141 | loss: 4.46421e-05 | val_loss: 4.90635e-05 | Time: 4781.38 ms [2020-11-24 11:33:38 main:581] : INFO : Epoch 142 | loss: 4.41602e-05 | val_loss: 4.89726e-05 | Time: 4778.61 ms [2020-11-24 11:33:43 main:581] : INFO : Epoch 143 | loss: 4.41777e-05 | val_loss: 4.85441e-05 | Time: 4813.96 ms [2020-11-24 11:33:48 main:581] : INFO : Epoch 144 | loss: 4.4173e-05 | val_loss: 4.80745e-05 | Time: 4819.23 ms [2020-11-24 11:33:53 main:581] : INFO : Epoch 145 | loss: 4.35949e-05 | val_loss: 4.86738e-05 | Time: 4791.16 ms [2020-11-24 11:33:57 main:581] : INFO : Epoch 146 | loss: 4.36175e-05 | val_loss: 4.80028e-05 | Time: 4781.21 ms [2020-11-24 11:34:02 main:581] : INFO : Epoch 147 | loss: 4.32705e-05 | val_loss: 4.79157e-05 | Time: 4805.11 ms [2020-11-24 11:34:07 main:581] : INFO : Epoch 148 | loss: 4.29517e-05 | val_loss: 4.72026e-05 | Time: 4797.56 ms [2020-11-24 11:34:12 main:581] : INFO : Epoch 149 | loss: 4.28732e-05 | val_loss: 4.68504e-05 | Time: 4780.17 ms [2020-11-24 11:34:16 main:581] : INFO : Epoch 150 | loss: 4.26055e-05 | val_loss: 4.6668e-05 | Time: 4781.94 ms [2020-11-24 11:34:21 main:581] : INFO : Epoch 151 | loss: 4.28431e-05 | val_loss: 4.79054e-05 | Time: 5025.08 ms [2020-11-24 11:34:26 main:581] : INFO : Epoch 152 | loss: 4.21202e-05 | val_loss: 4.6135e-05 | Time: 4860.08 ms [2020-11-24 11:34:31 main:581] : INFO : Epoch 153 | loss: 4.23264e-05 | val_loss: 4.6711e-05 | Time: 4819.77 ms [2020-11-24 11:34:36 main:581] : INFO : Epoch 154 | loss: 4.21667e-05 | val_loss: 4.69377e-05 | Time: 4789.8 ms [2020-11-24 11:34:41 main:581] : INFO : Epoch 155 | loss: 4.18677e-05 | val_loss: 4.64944e-05 | Time: 4774.26 ms [2020-11-24 11:34:46 main:581] : INFO : Epoch 156 | loss: 4.1698e-05 | val_loss: 4.73286e-05 | Time: 4790.16 ms [2020-11-24 11:34:50 main:581] : INFO : Epoch 157 | loss: 4.17286e-05 | val_loss: 4.66247e-05 | Time: 4794.42 ms [2020-11-24 11:34:55 main:581] : INFO : Epoch 158 | loss: 4.13714e-05 | val_loss: 4.72082e-05 | Time: 4837.93 ms [2020-11-24 11:35:00 main:581] : INFO : Epoch 159 | loss: 4.12035e-05 | val_loss: 4.48526e-05 | Time: 4815.76 ms [2020-11-24 11:35:05 main:581] : INFO : Epoch 160 | loss: 4.0684e-05 | val_loss: 4.50385e-05 | Time: 4809.68 ms [2020-11-24 11:35:10 main:581] : INFO : Epoch 161 | loss: 4.11839e-05 | val_loss: 4.51402e-05 | Time: 4769.63 ms [2020-11-24 11:35:14 main:581] : INFO : Epoch 162 | loss: 4.07478e-05 | val_loss: 4.51633e-05 | Time: 4832.72 ms [2020-11-24 11:35:19 main:581] : INFO : Epoch 163 | loss: 4.07417e-05 | val_loss: 4.49628e-05 | Time: 4835.04 ms [2020-11-24 11:35:24 main:581] : INFO : Epoch 164 | loss: 4.05828e-05 | val_loss: 4.52202e-05 | Time: 4661.61 ms [2020-11-24 11:35:28 main:581] : INFO : Epoch 165 | loss: 4.04556e-05 | val_loss: 4.38804e-05 | Time: 4450.6 ms [2020-11-24 11:35:33 main:581] : INFO : Epoch 166 | loss: 4.01245e-05 | val_loss: 4.43302e-05 | Time: 4495.32 ms [2020-11-24 11:35:37 main:581] : INFO : Epoch 167 | loss: 4.011e-05 | val_loss: 4.42935e-05 | Time: 4382.59 ms [2020-11-24 11:35:42 main:581] : INFO : Epoch 168 | loss: 3.96612e-05 | val_loss: 4.37346e-05 | Time: 4485.42 ms [2020-11-24 11:35:46 main:581] : INFO : Epoch 169 | loss: 3.94509e-05 | val_loss: 4.4679e-05 | Time: 4453.77 ms [2020-11-24 11:35:51 main:581] : INFO : Epoch 170 | loss: 3.96049e-05 | val_loss: 4.31152e-05 | Time: 4607.39 ms [2020-11-24 11:35:55 main:581] : INFO : Epoch 171 | loss: 3.91777e-05 | val_loss: 4.4088e-05 | Time: 4716.05 ms [2020-11-24 11:36:00 main:581] : INFO : Epoch 172 | loss: 3.93844e-05 | val_loss: 4.32407e-05 | Time: 4774.4 ms [2020-11-24 11:36:05 main:581] : INFO : Epoch 173 | loss: 3.90462e-05 | val_loss: 4.35071e-05 | Time: 4697.73 ms [2020-11-24 11:36:10 main:581] : INFO : Epoch 174 | loss: 3.87599e-05 | val_loss: 4.35515e-05 | Time: 4792.23 ms [2020-11-24 11:36:14 main:581] : INFO : Epoch 175 | loss: 3.88514e-05 | val_loss: 4.29149e-05 | Time: 4761.8 ms [2020-11-24 11:36:19 main:581] : INFO : Epoch 176 | loss: 3.88586e-05 | val_loss: 4.21073e-05 | Time: 4785.21 ms [2020-11-24 11:36:24 main:581] : INFO : Epoch 177 | loss: 3.85166e-05 | val_loss: 4.24231e-05 | Time: 4822.38 ms [2020-11-24 11:36:29 main:581] : INFO : Epoch 178 | loss: 3.82565e-05 | val_loss: 4.30429e-05 | Time: 4883.68 ms [2020-11-24 11:36:34 main:581] : INFO : Epoch 179 | loss: 3.82834e-05 | val_loss: 4.1872e-05 | Time: 4814.18 ms [2020-11-24 11:36:39 main:581] : INFO : Epoch 180 | loss: 3.80238e-05 | val_loss: 4.25041e-05 | Time: 4744.08 ms [2020-11-24 11:36:43 main:581] : INFO : Epoch 181 | loss: 3.81171e-05 | val_loss: 4.19979e-05 | Time: 4744.51 ms [2020-11-24 11:36:48 main:581] : INFO : Epoch 182 | loss: 3.7981e-05 | val_loss: 4.22173e-05 | Time: 4801.18 ms [2020-11-24 11:36:53 main:581] : INFO : Epoch 183 | loss: 3.77714e-05 | val_loss: 4.15322e-05 | Time: 4807.39 ms [2020-11-24 11:36:58 main:581] : INFO : Epoch 184 | loss: 3.75588e-05 | val_loss: 4.1885e-05 | Time: 4840.84 ms [2020-11-24 11:37:03 main:581] : INFO : Epoch 185 | loss: 3.74401e-05 | val_loss: 4.0928e-05 | Time: 4807.31 ms [2020-11-24 11:37:07 main:581] : INFO : Epoch 186 | loss: 3.71919e-05 | val_loss: 4.13129e-05 | Time: 4780.78 ms [2020-11-24 11:37:12 main:581] : INFO : Epoch 187 | loss: 3.71915e-05 | val_loss: 4.18698e-05 | Time: 4799.45 ms [2020-11-24 11:37:17 main:581] : INFO : Epoch 188 | loss: 3.70397e-05 | val_loss: 4.04185e-05 | Time: 4821.66 ms [2020-11-24 11:37:22 main:581] : INFO : Epoch 189 | loss: 3.67892e-05 | val_loss: 4.24871e-05 | Time: 4984.51 ms [2020-11-24 11:37:27 main:581] : INFO : Epoch 190 | loss: 3.67039e-05 | val_loss: 4.12669e-05 | Time: 5048.3 ms [2020-11-24 11:37:32 main:581] : INFO : Epoch 191 | loss: 3.65607e-05 | val_loss: 4.13294e-05 | Time: 4784.93 ms [2020-11-24 11:37:37 main:581] : INFO : Epoch 192 | loss: 3.64929e-05 | val_loss: 4.05326e-05 | Time: 4757.72 ms [2020-11-24 11:37:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 4.05326e-05 [2020-11-24 11:37:37 main:610] : INFO : Saving end state to config to file [2020-11-24 11:37:37 main:615] : INFO : Success, exiting.. 11:37:37 (2839587): 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)