Task 2887747
| Name | rand_automata_0007-1604947198-12513-1_2 |
| Workunit | 1288033 |
| Created | 11 Nov 2020, 20:02:47 UTC |
| Sent | 11 Nov 2020, 20:02:50 UTC |
| Report deadline | 18 Nov 2020, 20:02:50 UTC |
| Received | 12 Nov 2020, 0:35:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 12 min 56 sec |
| CPU time | 12 min 16 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) [2020-11-12 01:26:44 main:435] : INFO : Set logging level to 1 [2020-11-12 01:26:44 main:441] : INFO : Running in BOINC Client mode [2020-11-12 01:26:44 main:444] : INFO : Resolving all filenames [2020-11-12 01:26:44 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 (exists = 1) [2020-11-12 01:26:44 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-1604947198-12513-1_2_r550065247_1 (exists = 0) [2020-11-12 01:26:44 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-1604947198-12513-1_2_r550065247_0 (exists = 0) [2020-11-12 01:26:44 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-1604947198-12513-1 (exists = 1) [2020-11-12 01:26:44 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 01:26:44 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 [2020-11-12 01:26:44 main:474] : INFO : Configuration: [2020-11-12 01:26:44 main:475] : INFO : Model type: LSTM [2020-11-12 01:26:44 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 01:26:44 main:477] : INFO : Max Epochs: 192 [2020-11-12 01:26:44 main:478] : INFO : Batch Size: 32 [2020-11-12 01:26:44 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 01:26:44 main:480] : INFO : Patience: 10 [2020-11-12 01:26:44 main:481] : INFO : Hidden Width: 64 [2020-11-12 01:26:44 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 01:26:44 main:483] : INFO : # Backend Layers: 2 [2020-11-12 01:26:44 main:484] : INFO : # Threads: 1 [2020-11-12 01:26:44 main:486] : INFO : Preparing Dataset [2020-11-12 01:26:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 into memory [2020-11-12 01:26:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 into memory [2020-11-12 01:26:46 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 01:26:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 into memory [2020-11-12 01:26:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 into memory [2020-11-12 01:26:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 01:26:46 main:494] : INFO : Creating Model [2020-11-12 01:26:46 main:507] : INFO : Preparing config file [2020-11-12 01:26:46 main:519] : INFO : Creating new config file [2020-11-12 01:26:46 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-12 01:26:47 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 01:26:47 main:562] : INFO : Starting Training [2020-11-12 01:26:52 main:574] : INFO : Epoch 1 | loss: 0.000121459 | val_loss: 0.000100914 | Time: 4198.9 ms [2020-11-12 01:26:55 main:574] : INFO : Epoch 2 | loss: 9.94985e-05 | val_loss: 0.0001013 | Time: 3716.9 ms [2020-11-12 01:26:59 main:574] : INFO : Epoch 3 | loss: 9.97218e-05 | val_loss: 0.000100412 | Time: 3898.8 ms [2020-11-12 01:27:03 main:574] : INFO : Epoch 4 | loss: 9.86314e-05 | val_loss: 0.000100538 | Time: 3980.62 ms [2020-11-12 01:27:07 main:574] : INFO : Epoch 5 | loss: 9.81421e-05 | val_loss: 9.93189e-05 | Time: 3706.26 ms [2020-11-12 01:27:11 main:574] : INFO : Epoch 6 | loss: 9.69007e-05 | val_loss: 9.82451e-05 | Time: 3910.75 ms [2020-11-12 01:27:15 main:574] : INFO : Epoch 7 | loss: 9.58546e-05 | val_loss: 9.65061e-05 | Time: 3709.36 ms [2020-11-12 01:27:19 main:574] : INFO : Epoch 8 | loss: 9.46183e-05 | val_loss: 9.49382e-05 | Time: 3925.6 ms [2020-11-12 01:27:23 main:574] : INFO : Epoch 9 | loss: 9.33032e-05 | val_loss: 9.41609e-05 | Time: 3865.12 ms [2020-11-12 01:27:26 main:574] : INFO : Epoch 10 | loss: 9.25475e-05 | val_loss: 9.34386e-05 | Time: 3780.79 ms [2020-11-12 01:27:30 main:574] : INFO : Epoch 11 | loss: 9.13269e-05 | val_loss: 9.12567e-05 | Time: 3907.54 ms [2020-11-12 01:27:34 main:574] : INFO : Epoch 12 | loss: 9.00992e-05 | val_loss: 9.08842e-05 | Time: 3766.44 ms [2020-11-12 01:27:38 main:574] : INFO : Epoch 13 | loss: 8.90423e-05 | val_loss: 8.9562e-05 | Time: 3928.06 ms [2020-11-12 01:27:42 main:574] : INFO : Epoch 14 | loss: 8.80565e-05 | val_loss: 9.08526e-05 | Time: 3924.57 ms [2020-11-12 01:27:46 main:574] : INFO : Epoch 15 | loss: 8.67437e-05 | val_loss: 8.71451e-05 | Time: 3681.52 ms [2020-11-12 01:27:50 main:574] : INFO : Epoch 16 | loss: 8.5302e-05 | val_loss: 8.64895e-05 | Time: 3996.08 ms [2020-11-12 01:27:54 main:574] : INFO : Epoch 17 | loss: 8.50105e-05 | val_loss: 8.50338e-05 | Time: 3916.06 ms [2020-11-12 01:27:58 main:574] : INFO : Epoch 18 | loss: 8.34782e-05 | val_loss: 8.37082e-05 | Time: 3855.78 ms [2020-11-12 01:28:02 main:574] : INFO : Epoch 19 | loss: 8.23967e-05 | val_loss: 8.35546e-05 | Time: 3981.19 ms [2020-11-12 01:28:06 main:574] : INFO : Epoch 20 | loss: 8.19426e-05 | val_loss: 8.26789e-05 | Time: 3727.34 ms [2020-11-12 01:28:10 main:574] : INFO : Epoch 21 | loss: 8.05128e-05 | val_loss: 8.26642e-05 | Time: 3927.72 ms [2020-11-12 01:28:14 main:574] : INFO : Epoch 22 | loss: 7.97943e-05 | val_loss: 8.04639e-05 | Time: 3890.37 ms [2020-11-12 01:28:18 main:574] : INFO : Epoch 23 | loss: 7.8884e-05 | val_loss: 7.92434e-05 | Time: 3742.44 ms [2020-11-12 01:28:22 main:574] : INFO : Epoch 24 | loss: 7.76931e-05 | val_loss: 7.87903e-05 | Time: 3932.27 ms [2020-11-12 01:28:25 main:574] : INFO : Epoch 25 | loss: 7.75393e-05 | val_loss: 7.79851e-05 | Time: 3699.44 ms [2020-11-12 01:28:29 main:574] : INFO : Epoch 26 | loss: 7.62296e-05 | val_loss: 7.68341e-05 | Time: 3931.78 ms [2020-11-12 01:28:33 main:574] : INFO : Epoch 27 | loss: 7.49526e-05 | val_loss: 7.65225e-05 | Time: 3991.05 ms [2020-11-12 01:28:37 main:574] : INFO : Epoch 28 | loss: 7.46135e-05 | val_loss: 7.4767e-05 | Time: 3694.59 ms [2020-11-12 01:28:41 main:574] : INFO : Epoch 29 | loss: 7.32319e-05 | val_loss: 7.38086e-05 | Time: 3933.9 ms [2020-11-12 01:28:45 main:574] : INFO : Epoch 30 | loss: 7.2774e-05 | val_loss: 7.26349e-05 | Time: 3672.14 ms [2020-11-12 01:28:49 main:574] : INFO : Epoch 31 | loss: 7.2211e-05 | val_loss: 7.27328e-05 | Time: 3941.59 ms [2020-11-12 01:28:53 main:574] : INFO : Epoch 32 | loss: 7.08742e-05 | val_loss: 7.18094e-05 | Time: 3912.4 ms [2020-11-12 01:28:57 main:574] : INFO : Epoch 33 | loss: 7.07228e-05 | val_loss: 7.11997e-05 | Time: 3739.73 ms [2020-11-12 01:29:01 main:574] : INFO : Epoch 34 | loss: 6.9824e-05 | val_loss: 7.07902e-05 | Time: 3923.25 ms [2020-11-12 01:29:05 main:574] : INFO : Epoch 35 | loss: 6.93627e-05 | val_loss: 7.04263e-05 | Time: 3794.52 ms [2020-11-12 01:29:08 main:574] : INFO : Epoch 36 | loss: 6.81073e-05 | val_loss: 6.80383e-05 | Time: 3903.62 ms [2020-11-12 01:29:12 main:574] : INFO : Epoch 37 | loss: 6.75787e-05 | val_loss: 6.90023e-05 | Time: 3965.54 ms [2020-11-12 01:29:16 main:574] : INFO : Epoch 38 | loss: 6.69845e-05 | val_loss: 6.80498e-05 | Time: 3725.51 ms [2020-11-12 01:29:20 main:574] : INFO : Epoch 39 | loss: 6.63026e-05 | val_loss: 6.79969e-05 | Time: 3964.1 ms [2020-11-12 01:29:24 main:574] : INFO : Epoch 40 | loss: 6.56941e-05 | val_loss: 6.70683e-05 | Time: 3857.2 ms [2020-11-12 01:29:28 main:574] : INFO : Epoch 41 | loss: 6.46426e-05 | val_loss: 6.62067e-05 | Time: 3867.36 ms [2020-11-12 01:29:32 main:574] : INFO : Epoch 42 | loss: 6.41951e-05 | val_loss: 6.40461e-05 | Time: 3913.47 ms [2020-11-12 01:29:36 main:574] : INFO : Epoch 43 | loss: 6.40437e-05 | val_loss: 6.40584e-05 | Time: 3706.29 ms [2020-11-12 01:29:40 main:574] : INFO : Epoch 44 | loss: 6.32269e-05 | val_loss: 6.37296e-05 | Time: 3970.6 ms [2020-11-12 01:29:44 main:574] : INFO : Epoch 45 | loss: 6.2466e-05 | val_loss: 6.34503e-05 | Time: 3946.23 ms [2020-11-12 01:29:48 main:574] : INFO : Epoch 46 | loss: 6.19311e-05 | val_loss: 6.1672e-05 | Time: 3770.73 ms [2020-11-12 01:29:52 main:574] : INFO : Epoch 47 | loss: 6.12596e-05 | val_loss: 6.28315e-05 | Time: 3964.65 ms [2020-11-12 01:29:55 main:574] : INFO : Epoch 48 | loss: 6.08279e-05 | val_loss: 6.13586e-05 | Time: 3726.45 ms [2020-11-12 01:29:59 main:574] : INFO : Epoch 49 | loss: 6.02991e-05 | val_loss: 6.15498e-05 | Time: 3951.81 ms [2020-11-12 01:30:04 main:574] : INFO : Epoch 50 | loss: 5.99237e-05 | val_loss: 6.01902e-05 | Time: 3983.47 ms [2020-11-12 01:30:07 main:574] : INFO : Epoch 51 | loss: 5.89443e-05 | val_loss: 5.95308e-05 | Time: 3753.53 ms [2020-11-12 01:30:11 main:574] : INFO : Epoch 52 | loss: 5.86373e-05 | val_loss: 5.9202e-05 | Time: 3951.82 ms [2020-11-12 01:30:15 main:574] : INFO : Epoch 53 | loss: 5.81515e-05 | val_loss: 5.88882e-05 | Time: 3735.66 ms [2020-11-12 01:30:19 main:574] : INFO : Epoch 54 | loss: 5.72423e-05 | val_loss: 5.84413e-05 | Time: 3960.34 ms [2020-11-12 01:30:23 main:574] : INFO : Epoch 55 | loss: 5.7064e-05 | val_loss: 5.78515e-05 | Time: 3903.46 ms [2020-11-12 01:30:27 main:574] : INFO : Epoch 56 | loss: 5.65734e-05 | val_loss: 5.72159e-05 | Time: 3740.13 ms [2020-11-12 01:30:31 main:574] : INFO : Epoch 57 | loss: 5.62198e-05 | val_loss: 5.67048e-05 | Time: 3942.25 ms [2020-11-12 01:30:35 main:574] : INFO : Epoch 58 | loss: 5.56977e-05 | val_loss: 5.71037e-05 | Time: 3721.45 ms [2020-11-12 01:30:39 main:574] : INFO : Epoch 59 | loss: 5.48362e-05 | val_loss: 5.59747e-05 | Time: 3836.96 ms [2020-11-12 01:30:43 main:574] : INFO : Epoch 60 | loss: 5.51433e-05 | val_loss: 5.6441e-05 | Time: 3937.05 ms [2020-11-12 01:30:46 main:574] : INFO : Epoch 61 | loss: 5.39733e-05 | val_loss: 5.52903e-05 | Time: 3707.43 ms [2020-11-12 01:30:50 main:574] : INFO : Epoch 62 | loss: 5.37384e-05 | val_loss: 5.44258e-05 | Time: 3952.2 ms [2020-11-12 01:30:54 main:574] : INFO : Epoch 63 | loss: 5.31612e-05 | val_loss: 5.41005e-05 | Time: 3804.59 ms [2020-11-12 01:30:58 main:574] : INFO : Epoch 64 | loss: 5.28697e-05 | val_loss: 5.32619e-05 | Time: 3896.33 ms [2020-11-12 01:31:02 main:574] : INFO : Epoch 65 | loss: 5.24493e-05 | val_loss: 5.33198e-05 | Time: 3911.6 ms [2020-11-12 01:31:06 main:574] : INFO : Epoch 66 | loss: 5.18924e-05 | val_loss: 5.35478e-05 | Time: 3716.64 ms [2020-11-12 01:31:10 main:574] : INFO : Epoch 67 | loss: 5.17876e-05 | val_loss: 5.15782e-05 | Time: 3990.13 ms [2020-11-12 01:31:14 main:574] : INFO : Epoch 68 | loss: 5.09509e-05 | val_loss: 5.48208e-05 | Time: 3845.35 ms [2020-11-12 01:31:18 main:574] : INFO : Epoch 69 | loss: 5.07787e-05 | val_loss: 5.1056e-05 | Time: 3758.73 ms [2020-11-12 01:31:22 main:574] : INFO : Epoch 70 | loss: 5.06553e-05 | val_loss: 5.17538e-05 | Time: 3996.81 ms [2020-11-12 01:31:26 main:574] : INFO : Epoch 71 | loss: 5.03803e-05 | val_loss: 5.11163e-05 | Time: 3710.48 ms [2020-11-12 01:31:30 main:574] : INFO : Epoch 72 | loss: 4.96757e-05 | val_loss: 5.01109e-05 | Time: 3890.27 ms [2020-11-12 01:31:33 main:574] : INFO : Epoch 73 | loss: 4.93477e-05 | val_loss: 5.00677e-05 | Time: 3909.16 ms [2020-11-12 01:31:37 main:574] : INFO : Epoch 74 | loss: 4.94267e-05 | val_loss: 4.93483e-05 | Time: 3786.89 ms [2020-11-12 01:31:41 main:574] : INFO : Epoch 75 | loss: 4.79849e-05 | val_loss: 4.93915e-05 | Time: 3969.96 ms [2020-11-12 01:31:45 main:574] : INFO : Epoch 76 | loss: 4.79465e-05 | val_loss: 4.86406e-05 | Time: 3721.68 ms [2020-11-12 01:31:49 main:574] : INFO : Epoch 77 | loss: 4.81528e-05 | val_loss: 4.87987e-05 | Time: 3923.77 ms [2020-11-12 01:31:53 main:574] : INFO : Epoch 78 | loss: 4.7873e-05 | val_loss: 4.90344e-05 | Time: 3889.88 ms [2020-11-12 01:31:57 main:574] : INFO : Epoch 79 | loss: 4.73669e-05 | val_loss: 4.81344e-05 | Time: 3688.58 ms [2020-11-12 01:32:01 main:574] : INFO : Epoch 80 | loss: 4.69543e-05 | val_loss: 4.82756e-05 | Time: 3960.16 ms [2020-11-12 01:32:05 main:574] : INFO : Epoch 81 | loss: 4.63493e-05 | val_loss: 4.71529e-05 | Time: 3722.9 ms [2020-11-12 01:32:09 main:574] : INFO : Epoch 82 | loss: 4.57984e-05 | val_loss: 4.71082e-05 | Time: 3896.5 ms [2020-11-12 01:32:13 main:574] : INFO : Epoch 83 | loss: 4.57714e-05 | val_loss: 4.66942e-05 | Time: 3894.21 ms [2020-11-12 01:32:16 main:574] : INFO : Epoch 84 | loss: 4.56914e-05 | val_loss: 4.61008e-05 | Time: 3699.12 ms [2020-11-12 01:32:20 main:574] : INFO : Epoch 85 | loss: 4.50206e-05 | val_loss: 4.57225e-05 | Time: 3950.83 ms [2020-11-12 01:32:24 main:574] : INFO : Epoch 86 | loss: 4.4906e-05 | val_loss: 4.69056e-05 | Time: 3802.87 ms [2020-11-12 01:32:28 main:574] : INFO : Epoch 87 | loss: 4.53767e-05 | val_loss: 4.56926e-05 | Time: 3828.69 ms [2020-11-12 01:32:32 main:574] : INFO : Epoch 88 | loss: 4.48886e-05 | val_loss: 4.56306e-05 | Time: 3979.94 ms [2020-11-12 01:32:36 main:574] : INFO : Epoch 89 | loss: 4.37881e-05 | val_loss: 4.41412e-05 | Time: 3757.73 ms [2020-11-12 01:32:40 main:574] : INFO : Epoch 90 | loss: 4.35901e-05 | val_loss: 4.39403e-05 | Time: 3917.11 ms [2020-11-12 01:32:44 main:574] : INFO : Epoch 91 | loss: 4.32143e-05 | val_loss: 4.41613e-05 | Time: 3863.55 ms [2020-11-12 01:32:48 main:574] : INFO : Epoch 92 | loss: 4.32439e-05 | val_loss: 4.41828e-05 | Time: 3783.06 ms [2020-11-12 01:32:52 main:574] : INFO : Epoch 93 | loss: 4.24725e-05 | val_loss: 4.33319e-05 | Time: 3872.46 ms [2020-11-12 01:32:55 main:574] : INFO : Epoch 94 | loss: 4.2234e-05 | val_loss: 4.31121e-05 | Time: 3708.45 ms [2020-11-12 01:33:00 main:574] : INFO : Epoch 95 | loss: 4.23835e-05 | val_loss: 4.35312e-05 | Time: 4089.99 ms [2020-11-12 01:33:04 main:574] : INFO : Epoch 96 | loss: 4.21474e-05 | val_loss: 4.27059e-05 | Time: 3970.05 ms [2020-11-12 01:33:07 main:574] : INFO : Epoch 97 | loss: 4.11944e-05 | val_loss: 4.20762e-05 | Time: 3697.22 ms [2020-11-12 01:33:11 main:574] : INFO : Epoch 98 | loss: 4.14352e-05 | val_loss: 4.24041e-05 | Time: 3967.78 ms [2020-11-12 01:33:15 main:574] : INFO : Epoch 99 | loss: 4.11227e-05 | val_loss: 4.23974e-05 | Time: 3686.35 ms [2020-11-12 01:33:19 main:574] : INFO : Epoch 100 | loss: 4.08523e-05 | val_loss: 4.22438e-05 | Time: 3917.61 ms [2020-11-12 01:33:23 main:574] : INFO : Epoch 101 | loss: 4.05622e-05 | val_loss: 4.1087e-05 | Time: 3940.22 ms [2020-11-12 01:33:27 main:574] : INFO : Epoch 102 | loss: 4.03664e-05 | val_loss: 4.23008e-05 | Time: 3682.96 ms [2020-11-12 01:33:31 main:574] : INFO : Epoch 103 | loss: 4.00744e-05 | val_loss: 4.07316e-05 | Time: 4002.44 ms [2020-11-12 01:33:35 main:574] : INFO : Epoch 104 | loss: 4.23455e-05 | val_loss: 4.04152e-05 | Time: 3707.13 ms [2020-11-12 01:33:39 main:574] : INFO : Epoch 105 | loss: 3.95864e-05 | val_loss: 4.04254e-05 | Time: 3918.48 ms [2020-11-12 01:33:43 main:574] : INFO : Epoch 106 | loss: 3.91267e-05 | val_loss: 3.92798e-05 | Time: 4001.91 ms [2020-11-12 01:33:47 main:574] : INFO : Epoch 107 | loss: 3.88636e-05 | val_loss: 3.94288e-05 | Time: 3724.45 ms [2020-11-12 01:33:51 main:574] : INFO : Epoch 108 | loss: 3.85521e-05 | val_loss: 3.96812e-05 | Time: 3943.02 ms [2020-11-12 01:33:54 main:574] : INFO : Epoch 109 | loss: 3.86905e-05 | val_loss: 3.88359e-05 | Time: 3749.84 ms [2020-11-12 01:33:58 main:574] : INFO : Epoch 110 | loss: 3.81589e-05 | val_loss: 3.86534e-05 | Time: 3826 ms [2020-11-12 01:34:02 main:574] : INFO : Epoch 111 | loss: 3.80307e-05 | val_loss: 3.92881e-05 | Time: 3956.12 ms [2020-11-12 01:34:06 main:574] : INFO : Epoch 112 | loss: 3.77317e-05 | val_loss: 3.94306e-05 | Time: 3677.68 ms [2020-11-12 01:34:10 main:574] : INFO : Epoch 113 | loss: 3.75175e-05 | val_loss: 3.85366e-05 | Time: 3928.94 ms [2020-11-12 01:34:14 main:574] : INFO : Epoch 114 | loss: 3.76592e-05 | val_loss: 3.85246e-05 | Time: 3921.44 ms [2020-11-12 01:34:18 main:574] : INFO : Epoch 115 | loss: 3.76457e-05 | val_loss: 3.92478e-05 | Time: 3770.7 ms [2020-11-12 01:34:22 main:574] : INFO : Epoch 116 | loss: 3.7252e-05 | val_loss: 3.70691e-05 | Time: 3921.93 ms [2020-11-12 01:34:26 main:574] : INFO : Epoch 117 | loss: 3.68601e-05 | val_loss: 3.8138e-05 | Time: 3759.97 ms [2020-11-12 01:34:30 main:574] : INFO : Epoch 118 | loss: 3.64397e-05 | val_loss: 3.686e-05 | Time: 3905.42 ms [2020-11-12 01:34:34 main:574] : INFO : Epoch 119 | loss: 3.61691e-05 | val_loss: 3.76744e-05 | Time: 3986.27 ms [2020-11-12 01:34:37 main:574] : INFO : Epoch 120 | loss: 3.61152e-05 | val_loss: 3.6498e-05 | Time: 3709.77 ms [2020-11-12 01:34:41 main:574] : INFO : Epoch 121 | loss: 3.59331e-05 | val_loss: 3.66782e-05 | Time: 3934.08 ms [2020-11-12 01:34:45 main:574] : INFO : Epoch 122 | loss: 3.5539e-05 | val_loss: 3.62005e-05 | Time: 3660.17 ms [2020-11-12 01:34:49 main:574] : INFO : Epoch 123 | loss: 3.57683e-05 | val_loss: 3.65254e-05 | Time: 3836.2 ms [2020-11-12 01:34:53 main:574] : INFO : Epoch 124 | loss: 3.51482e-05 | val_loss: 3.60393e-05 | Time: 3985.46 ms [2020-11-12 01:34:57 main:574] : INFO : Epoch 125 | loss: 3.50575e-05 | val_loss: 3.5628e-05 | Time: 3699.29 ms [2020-11-12 01:35:01 main:574] : INFO : Epoch 126 | loss: 3.48506e-05 | val_loss: 3.74689e-05 | Time: 3950.05 ms [2020-11-12 01:35:05 main:574] : INFO : Epoch 127 | loss: 3.54911e-05 | val_loss: 3.57074e-05 | Time: 3811.44 ms [2020-11-12 01:35:09 main:574] : INFO : Epoch 128 | loss: 3.47737e-05 | val_loss: 3.56071e-05 | Time: 4166.48 ms [2020-11-12 01:35:13 main:574] : INFO : Epoch 129 | loss: 3.42765e-05 | val_loss: 3.63482e-05 | Time: 4186.62 ms [2020-11-12 01:35:17 main:574] : INFO : Epoch 130 | loss: 3.39308e-05 | val_loss: 3.55277e-05 | Time: 3991.3 ms [2020-11-12 01:35:22 main:574] : INFO : Epoch 131 | loss: 3.39722e-05 | val_loss: 3.58374e-05 | Time: 4390.6 ms [2020-11-12 01:35:25 main:574] : INFO : Epoch 132 | loss: 3.40187e-05 | val_loss: 3.55848e-05 | Time: 3714.51 ms [2020-11-12 01:35:29 main:574] : INFO : Epoch 133 | loss: 3.38738e-05 | val_loss: 3.48219e-05 | Time: 3963.37 ms [2020-11-12 01:35:33 main:574] : INFO : Epoch 134 | loss: 3.33323e-05 | val_loss: 3.51498e-05 | Time: 3955.11 ms [2020-11-12 01:35:37 main:574] : INFO : Epoch 135 | loss: 3.32162e-05 | val_loss: 3.40517e-05 | Time: 3668.36 ms [2020-11-12 01:35:41 main:574] : INFO : Epoch 136 | loss: 3.30188e-05 | val_loss: 3.46662e-05 | Time: 3835.91 ms [2020-11-12 01:35:45 main:574] : INFO : Epoch 137 | loss: 3.28597e-05 | val_loss: 3.52325e-05 | Time: 3673.17 ms [2020-11-12 01:35:49 main:574] : INFO : Epoch 138 | loss: 3.28477e-05 | val_loss: 3.34447e-05 | Time: 3929.59 ms [2020-11-12 01:35:53 main:574] : INFO : Epoch 139 | loss: 3.30406e-05 | val_loss: 3.38901e-05 | Time: 3889.58 ms [2020-11-12 01:35:56 main:574] : INFO : Epoch 140 | loss: 3.24788e-05 | val_loss: 3.33892e-05 | Time: 3695.01 ms [2020-11-12 01:36:00 main:574] : INFO : Epoch 141 | loss: 3.21469e-05 | val_loss: 3.36745e-05 | Time: 3928.41 ms [2020-11-12 01:36:04 main:574] : INFO : Epoch 142 | loss: 3.23649e-05 | val_loss: 3.31424e-05 | Time: 3809.54 ms [2020-11-12 01:36:08 main:574] : INFO : Epoch 143 | loss: 3.21991e-05 | val_loss: 3.31038e-05 | Time: 3857.05 ms [2020-11-12 01:36:12 main:574] : INFO : Epoch 144 | loss: 3.14922e-05 | val_loss: 3.3884e-05 | Time: 3947.15 ms [2020-11-12 01:36:16 main:574] : INFO : Epoch 145 | loss: 3.14807e-05 | val_loss: 3.1928e-05 | Time: 3682.16 ms [2020-11-12 01:36:20 main:574] : INFO : Epoch 146 | loss: 3.12161e-05 | val_loss: 3.2174e-05 | Time: 3986.94 ms [2020-11-12 01:36:24 main:574] : INFO : Epoch 147 | loss: 3.11244e-05 | val_loss: 3.22078e-05 | Time: 3919.65 ms [2020-11-12 01:36:28 main:574] : INFO : Epoch 148 | loss: 3.12125e-05 | val_loss: 3.25417e-05 | Time: 3792.11 ms [2020-11-12 01:36:32 main:574] : INFO : Epoch 149 | loss: 3.12161e-05 | val_loss: 3.15383e-05 | Time: 3921.13 ms [2020-11-12 01:36:35 main:574] : INFO : Epoch 150 | loss: 3.07127e-05 | val_loss: 3.15682e-05 | Time: 3680.99 ms [2020-11-12 01:36:39 main:574] : INFO : Epoch 151 | loss: 3.06498e-05 | val_loss: 3.28979e-05 | Time: 3893.26 ms [2020-11-12 01:36:43 main:574] : INFO : Epoch 152 | loss: 3.06314e-05 | val_loss: 3.11169e-05 | Time: 3895.08 ms [2020-11-12 01:36:47 main:574] : INFO : Epoch 153 | loss: 3.11586e-05 | val_loss: 3.15084e-05 | Time: 3694.86 ms [2020-11-12 01:36:51 main:574] : INFO : Epoch 154 | loss: 3.00881e-05 | val_loss: 3.2103e-05 | Time: 3949.64 ms [2020-11-12 01:36:55 main:574] : INFO : Epoch 155 | loss: 2.99066e-05 | val_loss: 3.03914e-05 | Time: 3715.76 ms [2020-11-12 01:36:59 main:574] : INFO : Epoch 156 | loss: 2.99939e-05 | val_loss: 3.03918e-05 | Time: 3920.98 ms [2020-11-12 01:37:03 main:574] : INFO : Epoch 157 | loss: 2.95452e-05 | val_loss: 3.09607e-05 | Time: 3990.04 ms [2020-11-12 01:37:07 main:574] : INFO : Epoch 158 | loss: 2.95273e-05 | val_loss: 3.01841e-05 | Time: 3669.27 ms [2020-11-12 01:37:11 main:574] : INFO : Epoch 159 | loss: 2.97301e-05 | val_loss: 3.07808e-05 | Time: 3933.8 ms [2020-11-12 01:37:14 main:574] : INFO : Epoch 160 | loss: 2.94049e-05 | val_loss: 2.98608e-05 | Time: 3762.42 ms [2020-11-12 01:37:18 main:574] : INFO : Epoch 161 | loss: 2.94762e-05 | val_loss: 3.02803e-05 | Time: 3884.74 ms [2020-11-12 01:37:22 main:574] : INFO : Epoch 162 | loss: 2.88084e-05 | val_loss: 2.96722e-05 | Time: 3895.09 ms [2020-11-12 01:37:26 main:574] : INFO : Epoch 163 | loss: 2.86578e-05 | val_loss: 2.95897e-05 | Time: 3676.95 ms [2020-11-12 01:37:30 main:574] : INFO : Epoch 164 | loss: 2.93838e-05 | val_loss: 2.97813e-05 | Time: 3900.88 ms [2020-11-12 01:37:34 main:574] : INFO : Epoch 165 | loss: 2.88363e-05 | val_loss: 3.05177e-05 | Time: 3826.76 ms [2020-11-12 01:37:38 main:574] : INFO : Epoch 166 | loss: 2.8582e-05 | val_loss: 2.944e-05 | Time: 3741.39 ms [2020-11-12 01:37:42 main:574] : INFO : Epoch 167 | loss: 2.88208e-05 | val_loss: 2.90742e-05 | Time: 3949.48 ms [2020-11-12 01:37:46 main:574] : INFO : Epoch 168 | loss: 2.83207e-05 | val_loss: 2.95588e-05 | Time: 3738.78 ms [2020-11-12 01:37:50 main:574] : INFO : Epoch 169 | loss: 2.81029e-05 | val_loss: 2.84544e-05 | Time: 3935.8 ms [2020-11-12 01:37:54 main:574] : INFO : Epoch 170 | loss: 2.83609e-05 | val_loss: 2.91207e-05 | Time: 3961.16 ms [2020-11-12 01:37:57 main:574] : INFO : Epoch 171 | loss: 2.78473e-05 | val_loss: 2.93451e-05 | Time: 3680.39 ms [2020-11-12 01:38:01 main:574] : INFO : Epoch 172 | loss: 2.75776e-05 | val_loss: 2.89153e-05 | Time: 3957.27 ms [2020-11-12 01:38:05 main:574] : INFO : Epoch 173 | loss: 2.75521e-05 | val_loss: 2.90502e-05 | Time: 3844.58 ms [2020-11-12 01:38:09 main:574] : INFO : Epoch 174 | loss: 2.77052e-05 | val_loss: 2.78091e-05 | Time: 3997.37 ms [2020-11-12 01:38:13 main:574] : INFO : Epoch 175 | loss: 2.72911e-05 | val_loss: 2.8046e-05 | Time: 3951.43 ms [2020-11-12 01:38:17 main:574] : INFO : Epoch 176 | loss: 2.78436e-05 | val_loss: 2.80342e-05 | Time: 3689 ms [2020-11-12 01:38:21 main:574] : INFO : Epoch 177 | loss: 2.74488e-05 | val_loss: 2.9014e-05 | Time: 3894.86 ms [2020-11-12 01:38:25 main:574] : INFO : Epoch 178 | loss: 2.70494e-05 | val_loss: 2.87668e-05 | Time: 3666.08 ms [2020-11-12 01:38:29 main:574] : INFO : Epoch 179 | loss: 2.77813e-05 | val_loss: 2.77067e-05 | Time: 3924.03 ms [2020-11-12 01:38:33 main:574] : INFO : Epoch 180 | loss: 2.71144e-05 | val_loss: 2.74323e-05 | Time: 3932.96 ms [2020-11-12 01:38:37 main:574] : INFO : Epoch 181 | loss: 2.64595e-05 | val_loss: 2.73381e-05 | Time: 3734.58 ms [2020-11-12 01:38:41 main:574] : INFO : Epoch 182 | loss: 2.63334e-05 | val_loss: 2.71239e-05 | Time: 3940.11 ms [2020-11-12 01:38:44 main:574] : INFO : Epoch 183 | loss: 2.67526e-05 | val_loss: 2.72751e-05 | Time: 3753.41 ms [2020-11-12 01:38:48 main:574] : INFO : Epoch 184 | loss: 2.64618e-05 | val_loss: 2.77579e-05 | Time: 3891.28 ms [2020-11-12 01:38:52 main:574] : INFO : Epoch 185 | loss: 2.59471e-05 | val_loss: 2.73584e-05 | Time: 3911.8 ms [2020-11-12 01:38:56 main:574] : INFO : Epoch 186 | loss: 2.63849e-05 | val_loss: 2.74357e-05 | Time: 3691.2 ms [2020-11-12 01:39:00 main:574] : INFO : Epoch 187 | loss: 2.63794e-05 | val_loss: 2.78235e-05 | Time: 3972.19 ms [2020-11-12 01:39:04 main:574] : INFO : Epoch 188 | loss: 2.57619e-05 | val_loss: 2.78277e-05 | Time: 3888.12 ms [2020-11-12 01:39:08 main:574] : INFO : Epoch 189 | loss: 2.58084e-05 | val_loss: 2.66059e-05 | Time: 3757.06 ms [2020-11-12 01:39:12 main:574] : INFO : Epoch 190 | loss: 2.99275e-05 | val_loss: 2.58637e-05 | Time: 3969.63 ms [2020-11-12 01:39:16 main:574] : INFO : Epoch 191 | loss: 2.51732e-05 | val_loss: 2.57337e-05 | Time: 3743.41 ms [2020-11-12 01:39:20 main:574] : INFO : Epoch 192 | loss: 2.51015e-05 | val_loss: 2.62688e-05 | Time: 3903.97 ms [2020-11-12 01:39:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.62688e-05 [2020-11-12 01:39:20 main:603] : INFO : Saving end state to config to file [2020-11-12 01:39:20 main:608] : INFO : Success, exiting.. 01:39:20 (2332): 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)